{"lr": 9.997243690562988e-06, "data_time": 0.007541394233703614, "grad_norm": 68.9720443725586, "loss": 103.40243606567383, "decode.loss_cls": 4.757075786590576, "decode.loss_mask": 1.6564107298851014, "decode.loss_dice": 3.677893781661987, "decode.d0.loss_cls": 10.195266056060792, "decode.d0.loss_mask": 1.6172899186611176, "decode.d0.loss_dice": 3.3419536113739015, "decode.d1.loss_cls": 4.777567648887635, "decode.d1.loss_mask": 1.6429744482040405, "decode.d1.loss_dice": 3.3172297954559324, "decode.d2.loss_cls": 4.774381065368653, "decode.d2.loss_mask": 1.6408767759799958, "decode.d2.loss_dice": 3.3256633639335633, "decode.d3.loss_cls": 4.737570738792419, "decode.d3.loss_mask": 1.6206550776958466, "decode.d3.loss_dice": 3.3270961165428163, "decode.d4.loss_cls": 4.766891384124756, "decode.d4.loss_mask": 1.6343817949295043, "decode.d4.loss_dice": 3.340463137626648, "decode.d5.loss_cls": 4.721002054214478, "decode.d5.loss_mask": 1.5995710909366607, "decode.d5.loss_dice": 3.393890678882599, "decode.d6.loss_cls": 4.693427729606628, "decode.d6.loss_mask": 1.5872462451457978, "decode.d6.loss_dice": 3.4552297353744508, "decode.d7.loss_cls": 4.671421551704407, "decode.d7.loss_mask": 1.5885437846183776, "decode.d7.loss_dice": 3.5105141162872315, "decode.d8.loss_cls": 4.733126926422119, "decode.d8.loss_mask": 1.6322155117988586, "decode.d8.loss_dice": 3.6646060228347777, "time": 0.49865074157714845, "memory": 39135, "step": 50}
{"lr": 9.994431042870633e-06, "data_time": 0.007557225227355957, "grad_norm": 95.32672348022462, "loss": 85.04994125366211, "decode.loss_cls": 4.150519752502442, "decode.loss_mask": 1.4096327602863312, "decode.loss_dice": 2.5206311523914335, "decode.d0.loss_cls": 10.17817144393921, "decode.d0.loss_mask": 1.3652944326400758, "decode.d0.loss_dice": 2.54288210272789, "decode.d1.loss_cls": 4.106967830657959, "decode.d1.loss_mask": 1.3651722431182862, "decode.d1.loss_dice": 2.472092127799988, "decode.d2.loss_cls": 3.9722824573516844, "decode.d2.loss_mask": 1.3432978332042693, "decode.d2.loss_dice": 2.462251049280167, "decode.d3.loss_cls": 3.9639606714248656, "decode.d3.loss_mask": 1.3575472772121429, "decode.d3.loss_dice": 2.445976358652115, "decode.d4.loss_cls": 3.944003200531006, "decode.d4.loss_mask": 1.3615302801132203, "decode.d4.loss_dice": 2.504790633916855, "decode.d5.loss_cls": 3.9526483535766603, "decode.d5.loss_mask": 1.3514509737491607, "decode.d5.loss_dice": 2.4584148108959196, "decode.d6.loss_cls": 3.9435420751571657, "decode.d6.loss_mask": 1.4011255145072936, "decode.d6.loss_dice": 2.48331059217453, "decode.d7.loss_cls": 4.017869281768799, "decode.d7.loss_mask": 1.3540831327438354, "decode.d7.loss_dice": 2.5117891430854797, "decode.d8.loss_cls": 4.157207751274109, "decode.d8.loss_mask": 1.4145973801612854, "decode.d8.loss_dice": 2.536898195743561, "time": 0.5000887393951416, "memory": 6939, "step": 100}
{"lr": 9.991618307226695e-06, "data_time": 0.00771028995513916, "grad_norm": 104.64713821411132, "loss": 92.48967742919922, "decode.loss_cls": 4.170600461959839, "decode.loss_mask": 1.6138829231262206, "decode.loss_dice": 3.0431474924087523, "decode.d0.loss_cls": 10.108626365661621, "decode.d0.loss_mask": 1.564561700820923, "decode.d0.loss_dice": 3.0495787620544434, "decode.d1.loss_cls": 4.187105178833008, "decode.d1.loss_mask": 1.6154748797416687, "decode.d1.loss_dice": 2.9778942346572874, "decode.d2.loss_cls": 4.065415668487549, "decode.d2.loss_mask": 1.5808868050575255, "decode.d2.loss_dice": 2.8946071028709413, "decode.d3.loss_cls": 4.043548583984375, "decode.d3.loss_mask": 1.6198756098747253, "decode.d3.loss_dice": 2.8837618708610533, "decode.d4.loss_cls": 3.924004149436951, "decode.d4.loss_mask": 1.6915395855903625, "decode.d4.loss_dice": 2.9272682309150695, "decode.d5.loss_cls": 3.948020100593567, "decode.d5.loss_mask": 1.6416647553443908, "decode.d5.loss_dice": 2.8836763739585876, "decode.d6.loss_cls": 3.962348961830139, "decode.d6.loss_mask": 1.5881873488426208, "decode.d6.loss_dice": 2.917127621173859, "decode.d7.loss_cls": 4.039429783821106, "decode.d7.loss_mask": 1.6389089465141295, "decode.d7.loss_dice": 2.907759976387024, "decode.d8.loss_cls": 4.280294394493103, "decode.d8.loss_mask": 1.6596361875534058, "decode.d8.loss_dice": 3.060840630531311, "time": 0.5287431001663208, "memory": 7027, "step": 150}
{"lr": 9.988805483600909e-06, "data_time": 0.00748443603515625, "grad_norm": 107.57024002075195, "loss": 92.2920524597168, "decode.loss_cls": 4.078828477859497, "decode.loss_mask": 1.7050647258758544, "decode.loss_dice": 3.0926488995552064, "decode.d0.loss_cls": 9.963825798034668, "decode.d0.loss_mask": 1.572583270072937, "decode.d0.loss_dice": 3.2840880155563354, "decode.d1.loss_cls": 4.2443163871765135, "decode.d1.loss_mask": 1.58386127948761, "decode.d1.loss_dice": 2.962993597984314, "decode.d2.loss_cls": 4.021254205703736, "decode.d2.loss_mask": 1.6401561379432679, "decode.d2.loss_dice": 2.9187496304512024, "decode.d3.loss_cls": 3.9223870754241945, "decode.d3.loss_mask": 1.595302200317383, "decode.d3.loss_dice": 2.930648458003998, "decode.d4.loss_cls": 3.82541446685791, "decode.d4.loss_mask": 1.6046231627464294, "decode.d4.loss_dice": 2.9545734167099, "decode.d5.loss_cls": 3.803244185447693, "decode.d5.loss_mask": 1.634003710746765, "decode.d5.loss_dice": 2.9812013626098635, "decode.d6.loss_cls": 3.8792736530303955, "decode.d6.loss_mask": 1.6055362939834594, "decode.d6.loss_dice": 2.978739011287689, "decode.d7.loss_cls": 3.8994060754776, "decode.d7.loss_mask": 1.617663073539734, "decode.d7.loss_dice": 3.044102704524994, "decode.d8.loss_cls": 4.133476305007934, "decode.d8.loss_mask": 1.6923743963241578, "decode.d8.loss_dice": 3.121713030338287, "time": 0.5530629396438599, "memory": 6928, "step": 200}
{"lr": 9.985992571963006e-06, "data_time": 0.007567644119262695, "grad_norm": 111.1642349243164, "loss": 73.06422576904296, "decode.loss_cls": 3.2426859855651857, "decode.loss_mask": 1.3584836781024934, "decode.loss_dice": 2.1353536784648894, "decode.d0.loss_cls": 9.733598518371583, "decode.d0.loss_mask": 1.291624939441681, "decode.d0.loss_dice": 2.2965253472328184, "decode.d1.loss_cls": 3.4249475479125975, "decode.d1.loss_mask": 1.3395409107208252, "decode.d1.loss_dice": 2.1121492624282836, "decode.d2.loss_cls": 3.171185088157654, "decode.d2.loss_mask": 1.3291457414627075, "decode.d2.loss_dice": 2.1068899601697924, "decode.d3.loss_cls": 3.0812652349472045, "decode.d3.loss_mask": 1.3308036148548126, "decode.d3.loss_dice": 2.039523881673813, "decode.d4.loss_cls": 3.0670161724090574, "decode.d4.loss_mask": 1.3452016234397888, "decode.d4.loss_dice": 2.0528197199106217, "decode.d5.loss_cls": 3.106649565696716, "decode.d5.loss_mask": 1.3799524366855622, "decode.d5.loss_dice": 2.0386271864175796, "decode.d6.loss_cls": 3.0872334241867065, "decode.d6.loss_mask": 1.3845559179782867, "decode.d6.loss_dice": 2.0904860496520996, "decode.d7.loss_cls": 3.1805773258209227, "decode.d7.loss_mask": 1.3540229558944703, "decode.d7.loss_dice": 2.0862191021442413, "decode.d8.loss_cls": 3.3255133509635924, "decode.d8.loss_mask": 1.4179592609405518, "decode.d8.loss_dice": 2.1536668956279756, "time": 0.49521186351776125, "memory": 6947, "step": 250}
{"lr": 9.983179572282663e-06, "data_time": 0.007526755332946777, "grad_norm": 111.4100730895996, "loss": 77.35641326904297, "decode.loss_cls": 3.475834906101227, "decode.loss_mask": 1.4315012693405151, "decode.loss_dice": 2.248041570186615, "decode.d0.loss_cls": 9.637544918060303, "decode.d0.loss_mask": 1.3542019188404084, "decode.d0.loss_dice": 2.5128254175186155, "decode.d1.loss_cls": 3.533456492424011, "decode.d1.loss_mask": 1.4358193635940553, "decode.d1.loss_dice": 2.311534595489502, "decode.d2.loss_cls": 3.3962602853775024, "decode.d2.loss_mask": 1.4462292730808257, "decode.d2.loss_dice": 2.215101104974747, "decode.d3.loss_cls": 3.3186216235160826, "decode.d3.loss_mask": 1.507260400056839, "decode.d3.loss_dice": 2.185919165611267, "decode.d4.loss_cls": 3.3418507099151613, "decode.d4.loss_mask": 1.4684106588363648, "decode.d4.loss_dice": 2.1991932451725007, "decode.d5.loss_cls": 3.3351162552833555, "decode.d5.loss_mask": 1.462434035539627, "decode.d5.loss_dice": 2.216242626309395, "decode.d6.loss_cls": 3.350179612636566, "decode.d6.loss_mask": 1.417378795146942, "decode.d6.loss_dice": 2.1924447506666183, "decode.d7.loss_cls": 3.4545427799224853, "decode.d7.loss_mask": 1.3833927154541015, "decode.d7.loss_dice": 2.1763112276792524, "decode.d8.loss_cls": 3.5176905155181886, "decode.d8.loss_mask": 1.4985036253929138, "decode.d8.loss_dice": 2.332569381594658, "time": 0.49962515830993653, "memory": 6994, "step": 300}
{"lr": 9.980366484529565e-06, "data_time": 0.007596158981323242, "grad_norm": 115.85054931640624, "loss": 70.1168140411377, "decode.loss_cls": 3.1815115332603456, "decode.loss_mask": 1.2284952640533446, "decode.loss_dice": 2.0667496502399443, "decode.d0.loss_cls": 9.473885631561279, "decode.d0.loss_mask": 1.176145499944687, "decode.d0.loss_dice": 2.297122436761856, "decode.d1.loss_cls": 3.3310084462165834, "decode.d1.loss_mask": 1.1400857150554657, "decode.d1.loss_dice": 2.04598346054554, "decode.d2.loss_cls": 3.0905267119407656, "decode.d2.loss_mask": 1.179749894142151, "decode.d2.loss_dice": 2.021845892071724, "decode.d3.loss_cls": 3.0374094605445863, "decode.d3.loss_mask": 1.1680865824222564, "decode.d3.loss_dice": 1.9790971755981446, "decode.d4.loss_cls": 3.061329698562622, "decode.d4.loss_mask": 1.2030031442642213, "decode.d4.loss_dice": 2.034497100114822, "decode.d5.loss_cls": 3.0736672639846803, "decode.d5.loss_mask": 1.1908679604530334, "decode.d5.loss_dice": 2.0533322215080263, "decode.d6.loss_cls": 3.057620084285736, "decode.d6.loss_mask": 1.2264253675937653, "decode.d6.loss_dice": 2.0085684597492217, "decode.d7.loss_cls": 3.10063796043396, "decode.d7.loss_mask": 1.2088389992713928, "decode.d7.loss_dice": 2.040080079436302, "decode.d8.loss_cls": 3.1878925204277038, "decode.d8.loss_mask": 1.1767072021961211, "decode.d8.loss_dice": 2.0756409764289856, "time": 0.5001346826553345, "memory": 6937, "step": 350}
{"lr": 9.97755330867338e-06, "data_time": 0.00760493278503418, "grad_norm": 117.965771484375, "loss": 64.14675865173339, "decode.loss_cls": 2.8160327792167665, "decode.loss_mask": 1.256400966644287, "decode.loss_dice": 1.72852903008461, "decode.d0.loss_cls": 9.288494205474853, "decode.d0.loss_mask": 1.2581120729446411, "decode.d0.loss_dice": 1.9191803216934205, "decode.d1.loss_cls": 2.930361783504486, "decode.d1.loss_mask": 1.1961012542247773, "decode.d1.loss_dice": 1.7229869961738586, "decode.d2.loss_cls": 2.8127048134803774, "decode.d2.loss_mask": 1.2169387102127076, "decode.d2.loss_dice": 1.7085306525230408, "decode.d3.loss_cls": 2.736917805671692, "decode.d3.loss_mask": 1.2724143266677856, "decode.d3.loss_dice": 1.7114602208137513, "decode.d4.loss_cls": 2.730314564704895, "decode.d4.loss_mask": 1.218549844622612, "decode.d4.loss_dice": 1.6770752787590026, "decode.d5.loss_cls": 2.694977307319641, "decode.d5.loss_mask": 1.2673676937818528, "decode.d5.loss_dice": 1.7206129670143127, "decode.d6.loss_cls": 2.7489778280258177, "decode.d6.loss_mask": 1.2214367270469666, "decode.d6.loss_dice": 1.710954910516739, "decode.d7.loss_cls": 2.8197190880775453, "decode.d7.loss_mask": 1.2164371132850647, "decode.d7.loss_dice": 1.6912375092506409, "decode.d8.loss_cls": 2.8437684297561647, "decode.d8.loss_mask": 1.2460817098617554, "decode.d8.loss_dice": 1.7640803277492523, "time": 0.49724836349487306, "memory": 6927, "step": 400}
{"lr": 9.974740044683723e-06, "data_time": 0.007535195350646973, "grad_norm": 101.57308731079101, "loss": 62.96898193359375, "decode.loss_cls": 2.908203828334808, "decode.loss_mask": 1.1106586694717406, "decode.loss_dice": 1.7275546967983246, "decode.d0.loss_cls": 9.179882526397705, "decode.d0.loss_mask": 1.0955163717269898, "decode.d0.loss_dice": 1.9302364349365235, "decode.d1.loss_cls": 2.913437604904175, "decode.d1.loss_mask": 1.101554763317108, "decode.d1.loss_dice": 1.7501405239105225, "decode.d2.loss_cls": 2.7650052070617677, "decode.d2.loss_mask": 1.075254738330841, "decode.d2.loss_dice": 1.6892354846000672, "decode.d3.loss_cls": 2.7683250546455382, "decode.d3.loss_mask": 1.0909852981567383, "decode.d3.loss_dice": 1.6835679888725281, "decode.d4.loss_cls": 2.7592143058776855, "decode.d4.loss_mask": 1.1505430400371552, "decode.d4.loss_dice": 1.6895012617111207, "decode.d5.loss_cls": 2.741922175884247, "decode.d5.loss_mask": 1.1393062591552734, "decode.d5.loss_dice": 1.705107295513153, "decode.d6.loss_cls": 2.7463369011878966, "decode.d6.loss_mask": 1.1264999091625214, "decode.d6.loss_dice": 1.7078837752342224, "decode.d7.loss_cls": 2.789026951789856, "decode.d7.loss_mask": 1.0743095636367799, "decode.d7.loss_dice": 1.6615403831005096, "decode.d8.loss_cls": 2.9845237016677855, "decode.d8.loss_mask": 1.1326384484767913, "decode.d8.loss_dice": 1.7710694432258607, "time": 0.49848117828369143, "memory": 6996, "step": 450}
{"lr": 9.971926692530234e-06, "data_time": 0.007480239868164063, "grad_norm": 108.867529296875, "loss": 65.905126953125, "decode.loss_cls": 3.0482442378997803, "decode.loss_mask": 1.094881820678711, "decode.loss_dice": 1.8705570936203002, "decode.d0.loss_cls": 8.96935682296753, "decode.d0.loss_mask": 1.1417246282100677, "decode.d0.loss_dice": 2.2281357288360595, "decode.d1.loss_cls": 3.124021315574646, "decode.d1.loss_mask": 1.1314880132675171, "decode.d1.loss_dice": 1.9246385514736175, "decode.d2.loss_cls": 2.9517513513565063, "decode.d2.loss_mask": 1.110243207216263, "decode.d2.loss_dice": 1.8469230711460114, "decode.d3.loss_cls": 2.8841766595840452, "decode.d3.loss_mask": 1.1174973964691162, "decode.d3.loss_dice": 1.8580662250518798, "decode.d4.loss_cls": 2.8314311027526857, "decode.d4.loss_mask": 1.1488830626010895, "decode.d4.loss_dice": 1.8344997346401215, "decode.d5.loss_cls": 2.8759066820144654, "decode.d5.loss_mask": 1.1118253529071809, "decode.d5.loss_dice": 1.8425281941890717, "decode.d6.loss_cls": 2.917542004585266, "decode.d6.loss_mask": 1.0848488092422486, "decode.d6.loss_dice": 1.8315949261188507, "decode.d7.loss_cls": 2.94377760887146, "decode.d7.loss_mask": 1.1211461544036865, "decode.d7.loss_dice": 1.8719323873519897, "decode.d8.loss_cls": 3.059694194793701, "decode.d8.loss_mask": 1.1354823291301728, "decode.d8.loss_dice": 1.9923298835754395, "time": 0.4970747947692871, "memory": 6925, "step": 500}
{"lr": 9.969113252182494e-06, "data_time": 0.007391977310180664, "grad_norm": 119.50473251342774, "loss": 64.7174015045166, "decode.loss_cls": 2.8056673049926757, "decode.loss_mask": 1.1767218172550202, "decode.loss_dice": 1.974466860294342, "decode.d0.loss_cls": 8.75902738571167, "decode.d0.loss_mask": 1.0371974885463715, "decode.d0.loss_dice": 2.153053343296051, "decode.d1.loss_cls": 2.911561393737793, "decode.d1.loss_mask": 1.1521109342575073, "decode.d1.loss_dice": 2.0154656887054445, "decode.d2.loss_cls": 2.7624702930450438, "decode.d2.loss_mask": 1.1335558235645293, "decode.d2.loss_dice": 1.943613451719284, "decode.d3.loss_cls": 2.7301841378211975, "decode.d3.loss_mask": 1.1063351571559905, "decode.d3.loss_dice": 1.8819109916687011, "decode.d4.loss_cls": 2.717594528198242, "decode.d4.loss_mask": 1.136261922121048, "decode.d4.loss_dice": 1.951735544204712, "decode.d5.loss_cls": 2.664876627922058, "decode.d5.loss_mask": 1.1286133646965026, "decode.d5.loss_dice": 1.923715168237686, "decode.d6.loss_cls": 2.6189213156700135, "decode.d6.loss_mask": 1.172100967168808, "decode.d6.loss_dice": 1.9292751848697662, "decode.d7.loss_cls": 2.7355381727218626, "decode.d7.loss_mask": 1.1498882293701171, "decode.d7.loss_dice": 2.0062448143959046, "decode.d8.loss_cls": 2.8663419246673585, "decode.d8.loss_mask": 1.1814289450645448, "decode.d8.loss_dice": 1.9915236115455628, "time": 0.5001195907592774, "memory": 6927, "step": 550}
{"lr": 9.966299723610091e-06, "data_time": 0.007502889633178711, "grad_norm": 102.08294372558593, "loss": 55.29594612121582, "decode.loss_cls": 2.345863568782806, "decode.loss_mask": 1.0837008446455, "decode.loss_dice": 1.503640206158161, "decode.d0.loss_cls": 8.594959354400634, "decode.d0.loss_mask": 1.0313129037618638, "decode.d0.loss_dice": 1.7248635411262512, "decode.d1.loss_cls": 2.438538682460785, "decode.d1.loss_mask": 0.9752906739711762, "decode.d1.loss_dice": 1.4856443718075751, "decode.d2.loss_cls": 2.3388216495513916, "decode.d2.loss_mask": 1.0272994220256806, "decode.d2.loss_dice": 1.4639561533927918, "decode.d3.loss_cls": 2.2784469604492186, "decode.d3.loss_mask": 1.0129066318273545, "decode.d3.loss_dice": 1.4744517043232919, "decode.d4.loss_cls": 2.32148916721344, "decode.d4.loss_mask": 1.031436589360237, "decode.d4.loss_dice": 1.5017697617411614, "decode.d5.loss_cls": 2.339960312843323, "decode.d5.loss_mask": 1.005633792281151, "decode.d5.loss_dice": 1.5088977426290513, "decode.d6.loss_cls": 2.330224406719208, "decode.d6.loss_mask": 1.057766705751419, "decode.d6.loss_dice": 1.497563947737217, "decode.d7.loss_cls": 2.3225658178329467, "decode.d7.loss_mask": 1.0541581213474274, "decode.d7.loss_dice": 1.5185152545571328, "decode.d8.loss_cls": 2.4274181365966796, "decode.d8.loss_mask": 1.0581046521663666, "decode.d8.loss_dice": 1.5407441839575768, "time": 0.49822700023651123, "memory": 6894, "step": 600}
{"lr": 9.963486106782598e-06, "data_time": 0.007410621643066407, "grad_norm": 111.2892951965332, "loss": 75.44036712646485, "decode.loss_cls": 3.0828850150108336, "decode.loss_mask": 1.500184178352356, "decode.loss_dice": 2.418791878223419, "decode.d0.loss_cls": 8.455739212036132, "decode.d0.loss_mask": 1.5007809937000274, "decode.d0.loss_dice": 2.7861660957336425, "decode.d1.loss_cls": 3.3219144344329834, "decode.d1.loss_mask": 1.5063968479633332, "decode.d1.loss_dice": 2.548479700088501, "decode.d2.loss_cls": 3.126040005683899, "decode.d2.loss_mask": 1.5119963049888612, "decode.d2.loss_dice": 2.4631585597991945, "decode.d3.loss_cls": 2.9965058326721192, "decode.d3.loss_mask": 1.4642268419265747, "decode.d3.loss_dice": 2.394263672828674, "decode.d4.loss_cls": 3.0792590141296388, "decode.d4.loss_mask": 1.4479110717773438, "decode.d4.loss_dice": 2.4028017997741697, "decode.d5.loss_cls": 3.01348762512207, "decode.d5.loss_mask": 1.4259051859378815, "decode.d5.loss_dice": 2.3399810433387755, "decode.d6.loss_cls": 2.9581440448760987, "decode.d6.loss_mask": 1.4478574395179749, "decode.d6.loss_dice": 2.3244112730026245, "decode.d7.loss_cls": 3.0520638704299925, "decode.d7.loss_mask": 1.3882664501667024, "decode.d7.loss_dice": 2.425322961807251, "decode.d8.loss_cls": 3.1191937923431396, "decode.d8.loss_mask": 1.4640086233615874, "decode.d8.loss_dice": 2.474220561981201, "time": 0.49721949100494384, "memory": 6902, "step": 650}
{"lr": 9.960672401669535e-06, "data_time": 0.007492256164550781, "grad_norm": 108.59906845092773, "loss": 60.21456413269043, "decode.loss_cls": 2.4730422139167785, "decode.loss_mask": 1.2214053750038147, "decode.loss_dice": 1.7523148953914642, "decode.d0.loss_cls": 8.309263610839844, "decode.d0.loss_mask": 1.146335816383362, "decode.d0.loss_dice": 1.8860952854156494, "decode.d1.loss_cls": 2.7413734674453734, "decode.d1.loss_mask": 1.1611397564411163, "decode.d1.loss_dice": 1.809242832660675, "decode.d2.loss_cls": 2.4154755234718324, "decode.d2.loss_mask": 1.1668801069259644, "decode.d2.loss_dice": 1.7412054121494294, "decode.d3.loss_cls": 2.3813175916671754, "decode.d3.loss_mask": 1.219578790664673, "decode.d3.loss_dice": 1.7267583847045898, "decode.d4.loss_cls": 2.372501528263092, "decode.d4.loss_mask": 1.200620448589325, "decode.d4.loss_dice": 1.7369516849517823, "decode.d5.loss_cls": 2.486289644241333, "decode.d5.loss_mask": 1.199753713607788, "decode.d5.loss_dice": 1.7137684583663941, "decode.d6.loss_cls": 2.4009318113327027, "decode.d6.loss_mask": 1.2321802496910095, "decode.d6.loss_dice": 1.7495736360549927, "decode.d7.loss_cls": 2.475902330875397, "decode.d7.loss_mask": 1.2494170010089873, "decode.d7.loss_dice": 1.7604570746421815, "decode.d8.loss_cls": 2.5096163153648376, "decode.d8.loss_mask": 1.2406305611133575, "decode.d8.loss_dice": 1.7345385551452637, "time": 0.5249309062957763, "memory": 6903, "step": 700}
{"lr": 9.957858608240412e-06, "data_time": 0.007608461380004883, "grad_norm": 106.38180389404297, "loss": 62.08499870300293, "decode.loss_cls": 2.6746347308158875, "decode.loss_mask": 1.1879494428634643, "decode.loss_dice": 1.7003897070884704, "decode.d0.loss_cls": 7.968548393249511, "decode.d0.loss_mask": 1.1968610882759094, "decode.d0.loss_dice": 2.0392653703689576, "decode.d1.loss_cls": 2.8481166839599608, "decode.d1.loss_mask": 1.1967218399047852, "decode.d1.loss_dice": 1.8846739053726196, "decode.d2.loss_cls": 2.7461915493011473, "decode.d2.loss_mask": 1.167041927576065, "decode.d2.loss_dice": 1.8195766031742096, "decode.d3.loss_cls": 2.661920952796936, "decode.d3.loss_mask": 1.190905624628067, "decode.d3.loss_dice": 1.797169214487076, "decode.d4.loss_cls": 2.6449119091033935, "decode.d4.loss_mask": 1.1871438562870025, "decode.d4.loss_dice": 1.7992766678333283, "decode.d5.loss_cls": 2.630470263957977, "decode.d5.loss_mask": 1.1777777910232543, "decode.d5.loss_dice": 1.7753304362297058, "decode.d6.loss_cls": 2.6328287720680237, "decode.d6.loss_mask": 1.1773778557777406, "decode.d6.loss_dice": 1.7625434458255769, "decode.d7.loss_cls": 2.637874937057495, "decode.d7.loss_mask": 1.2184623241424561, "decode.d7.loss_dice": 1.7724372684955596, "decode.d8.loss_cls": 2.693456542491913, "decode.d8.loss_mask": 1.1642411589622497, "decode.d8.loss_dice": 1.730896681547165, "time": 0.5792633533477783, "memory": 6988, "step": 750}
{"lr": 9.955044726464747e-06, "data_time": 0.007508373260498047, "grad_norm": 118.5607894897461, "loss": 61.237474060058595, "decode.loss_cls": 2.316186547279358, "decode.loss_mask": 1.3101340532302856, "decode.loss_dice": 1.946123194694519, "decode.d0.loss_cls": 7.594922876358032, "decode.d0.loss_mask": 1.2630087316036225, "decode.d0.loss_dice": 2.1526043713092804, "decode.d1.loss_cls": 2.6457603573799133, "decode.d1.loss_mask": 1.2496894866228103, "decode.d1.loss_dice": 1.9327986717224122, "decode.d2.loss_cls": 2.4570078611373902, "decode.d2.loss_mask": 1.2548302561044693, "decode.d2.loss_dice": 1.8727543473243713, "decode.d3.loss_cls": 2.405298340320587, "decode.d3.loss_mask": 1.2971864074468613, "decode.d3.loss_dice": 1.884896844625473, "decode.d4.loss_cls": 2.3563837885856627, "decode.d4.loss_mask": 1.3359801828861237, "decode.d4.loss_dice": 1.8909505009651184, "decode.d5.loss_cls": 2.353814661502838, "decode.d5.loss_mask": 1.2732262074947358, "decode.d5.loss_dice": 1.8464279413223266, "decode.d6.loss_cls": 2.2956438302993774, "decode.d6.loss_mask": 1.2744546353816986, "decode.d6.loss_dice": 1.8588787734508514, "decode.d7.loss_cls": 2.3924692988395693, "decode.d7.loss_mask": 1.3114665031433106, "decode.d7.loss_dice": 1.8790642499923706, "decode.d8.loss_cls": 2.3399518609046934, "decode.d8.loss_mask": 1.2879138588905334, "decode.d8.loss_dice": 1.9576446890830994, "time": 0.5265758275985718, "memory": 6987, "step": 800}
{"lr": 9.952230756312007e-06, "data_time": 0.0074332237243652345, "grad_norm": 109.23256988525391, "loss": 64.5852481842041, "decode.loss_cls": 2.475951087474823, "decode.loss_mask": 1.2316450148820877, "decode.loss_dice": 2.247521069645882, "decode.d0.loss_cls": 7.553895425796509, "decode.d0.loss_mask": 1.184052363038063, "decode.d0.loss_dice": 2.5272550702095034, "decode.d1.loss_cls": 2.675337529182434, "decode.d1.loss_mask": 1.1906349971890449, "decode.d1.loss_dice": 2.331656289100647, "decode.d2.loss_cls": 2.541272985935211, "decode.d2.loss_mask": 1.1866726100444793, "decode.d2.loss_dice": 2.2109908685088158, "decode.d3.loss_cls": 2.425878608226776, "decode.d3.loss_mask": 1.220625627040863, "decode.d3.loss_dice": 2.2040728732943533, "decode.d4.loss_cls": 2.415185809135437, "decode.d4.loss_mask": 1.2283480912446976, "decode.d4.loss_dice": 2.2442993938922884, "decode.d5.loss_cls": 2.426433062553406, "decode.d5.loss_mask": 1.1742268607020379, "decode.d5.loss_dice": 2.2235801219940186, "decode.d6.loss_cls": 2.401015782356262, "decode.d6.loss_mask": 1.1684105768799782, "decode.d6.loss_dice": 2.246811193227768, "decode.d7.loss_cls": 2.3744478464126586, "decode.d7.loss_mask": 1.2213456228375434, "decode.d7.loss_dice": 2.2583872467279433, "decode.d8.loss_cls": 2.496781659126282, "decode.d8.loss_mask": 1.2201522260904312, "decode.d8.loss_dice": 2.278357970714569, "time": 0.5006062746047973, "memory": 6936, "step": 850}
{"lr": 9.949416697751654e-06, "data_time": 0.007482838630676269, "grad_norm": 105.028173828125, "loss": 55.95319175720215, "decode.loss_cls": 2.4611400246620176, "decode.loss_mask": 1.0451557457447052, "decode.loss_dice": 1.5910778641700745, "decode.d0.loss_cls": 7.299939727783203, "decode.d0.loss_mask": 1.000384259223938, "decode.d0.loss_dice": 1.8641584277153016, "decode.d1.loss_cls": 2.7284565806388854, "decode.d1.loss_mask": 0.977966821193695, "decode.d1.loss_dice": 1.6449792981147766, "decode.d2.loss_cls": 2.500967729091644, "decode.d2.loss_mask": 0.9857652246952057, "decode.d2.loss_dice": 1.5427157998085022, "decode.d3.loss_cls": 2.4321775078773498, "decode.d3.loss_mask": 1.007757407426834, "decode.d3.loss_dice": 1.5354363799095154, "decode.d4.loss_cls": 2.5021916031837463, "decode.d4.loss_mask": 0.9803806781768799, "decode.d4.loss_dice": 1.5779276847839356, "decode.d5.loss_cls": 2.4308931827545166, "decode.d5.loss_mask": 0.9818390786647797, "decode.d5.loss_dice": 1.5523837804794312, "decode.d6.loss_cls": 2.5102505803108217, "decode.d6.loss_mask": 0.9985356330871582, "decode.d6.loss_dice": 1.5681723952293396, "decode.d7.loss_cls": 2.484997737407684, "decode.d7.loss_mask": 1.036452341079712, "decode.d7.loss_dice": 1.6027720391750335, "decode.d8.loss_cls": 2.4487147092819215, "decode.d8.loss_mask": 1.047871369123459, "decode.d8.loss_dice": 1.6117291450500488, "time": 0.49498624801635743, "memory": 6903, "step": 900}
{"lr": 9.946602550753126e-06, "data_time": 0.007431483268737793, "grad_norm": 110.50273895263672, "loss": 57.334486198425296, "decode.loss_cls": 2.444490706920624, "decode.loss_mask": 1.110021534562111, "decode.loss_dice": 1.6725499957799912, "decode.d0.loss_cls": 7.114028120040894, "decode.d0.loss_mask": 1.112941461801529, "decode.d0.loss_dice": 1.9547933757305145, "decode.d1.loss_cls": 2.4802409410476685, "decode.d1.loss_mask": 1.127184921503067, "decode.d1.loss_dice": 1.8424130022525786, "decode.d2.loss_cls": 2.395814311504364, "decode.d2.loss_mask": 1.1438960075378417, "decode.d2.loss_dice": 1.7885260105133056, "decode.d3.loss_cls": 2.4852352499961854, "decode.d3.loss_mask": 1.0866236567497254, "decode.d3.loss_dice": 1.7337067753076554, "decode.d4.loss_cls": 2.3340418934822083, "decode.d4.loss_mask": 1.1052593529224395, "decode.d4.loss_dice": 1.736943930387497, "decode.d5.loss_cls": 2.295530390739441, "decode.d5.loss_mask": 1.0718693375587462, "decode.d5.loss_dice": 1.7398594915866852, "decode.d6.loss_cls": 2.3078139185905457, "decode.d6.loss_mask": 1.0956669449806213, "decode.d6.loss_dice": 1.7163019895553588, "decode.d7.loss_cls": 2.3725190997123717, "decode.d7.loss_mask": 1.090411162376404, "decode.d7.loss_dice": 1.7030938893556595, "decode.d8.loss_cls": 2.4432905554771422, "decode.d8.loss_mask": 1.1216939747333527, "decode.d8.loss_dice": 1.7077250927686691, "time": 0.4994576215744019, "memory": 6987, "step": 950}
{"lr": 9.943788315285836e-06, "data_time": 0.00745997428894043, "grad_norm": 114.68318939208984, "loss": 58.02092933654785, "decode.loss_cls": 2.470931923389435, "decode.loss_mask": 1.1894111514091492, "decode.loss_dice": 1.6779702186584473, "decode.d0.loss_cls": 6.907810163497925, "decode.d0.loss_mask": 1.2151440918445586, "decode.d0.loss_dice": 2.0107323467731475, "decode.d1.loss_cls": 2.567160725593567, "decode.d1.loss_mask": 1.189188426733017, "decode.d1.loss_dice": 1.7448949933052063, "decode.d2.loss_cls": 2.411441218852997, "decode.d2.loss_mask": 1.1712808907032013, "decode.d2.loss_dice": 1.6986263036727904, "decode.d3.loss_cls": 2.3461676955223085, "decode.d3.loss_mask": 1.1786597132682801, "decode.d3.loss_dice": 1.6863792359828949, "decode.d4.loss_cls": 2.3844934582710264, "decode.d4.loss_mask": 1.2175795555114746, "decode.d4.loss_dice": 1.7046027839183808, "decode.d5.loss_cls": 2.441645920276642, "decode.d5.loss_mask": 1.1814202129840852, "decode.d5.loss_dice": 1.6963104367256165, "decode.d6.loss_cls": 2.435966420173645, "decode.d6.loss_mask": 1.1998611688613892, "decode.d6.loss_dice": 1.675055307149887, "decode.d7.loss_cls": 2.39185653924942, "decode.d7.loss_mask": 1.2000765562057496, "decode.d7.loss_dice": 1.6867745459079742, "decode.d8.loss_cls": 2.4393280029296873, "decode.d8.loss_mask": 1.1834108740091325, "decode.d8.loss_dice": 1.716750156879425, "time": 0.4954507827758789, "memory": 6904, "step": 1000}
{"lr": 9.94097399131918e-06, "data_time": 0.007535600662231445, "grad_norm": 108.54302978515625, "loss": 49.711961936950686, "decode.loss_cls": 2.190380585193634, "decode.loss_mask": 0.8746820956468582, "decode.loss_dice": 1.4412092089653015, "decode.d0.loss_cls": 6.454422283172607, "decode.d0.loss_mask": 0.934262016415596, "decode.d0.loss_dice": 1.7260028958320617, "decode.d1.loss_cls": 2.2759291529655457, "decode.d1.loss_mask": 0.8522369623184204, "decode.d1.loss_dice": 1.4691928625106812, "decode.d2.loss_cls": 2.228437077999115, "decode.d2.loss_mask": 0.8198243647813797, "decode.d2.loss_dice": 1.4573042064905166, "decode.d3.loss_cls": 2.16688791513443, "decode.d3.loss_mask": 0.8248429000377655, "decode.d3.loss_dice": 1.461186131834984, "decode.d4.loss_cls": 2.201592004299164, "decode.d4.loss_mask": 0.8510818511247635, "decode.d4.loss_dice": 1.4724297612905501, "decode.d5.loss_cls": 2.150535535812378, "decode.d5.loss_mask": 0.8551196664571762, "decode.d5.loss_dice": 1.4699171274900436, "decode.d6.loss_cls": 2.189737021923065, "decode.d6.loss_mask": 0.8713543504476547, "decode.d6.loss_dice": 1.4510530263185502, "decode.d7.loss_cls": 2.1701263427734374, "decode.d7.loss_mask": 0.8977824300527573, "decode.d7.loss_dice": 1.4643773972988128, "decode.d8.loss_cls": 2.1792537569999695, "decode.d8.loss_mask": 0.8710569143295288, "decode.d8.loss_dice": 1.4397416412830353, "time": 0.4978635787963867, "memory": 6984, "step": 1050}
{"lr": 9.938159578822545e-06, "data_time": 0.007442903518676758, "grad_norm": 103.36013946533203, "loss": 57.62288875579834, "decode.loss_cls": 2.2273699283599853, "decode.loss_mask": 1.1076097637414932, "decode.loss_dice": 1.8967207178473473, "decode.d0.loss_cls": 6.432323360443116, "decode.d0.loss_mask": 1.0865779519081116, "decode.d0.loss_dice": 2.163101002573967, "decode.d1.loss_cls": 2.4691567420959473, "decode.d1.loss_mask": 1.1274725437164306, "decode.d1.loss_dice": 1.963614320755005, "decode.d2.loss_cls": 2.2811107099056245, "decode.d2.loss_mask": 1.1562079221010209, "decode.d2.loss_dice": 1.9343155965209007, "decode.d3.loss_cls": 2.2195982217788695, "decode.d3.loss_mask": 1.099566799402237, "decode.d3.loss_dice": 1.9339532256126404, "decode.d4.loss_cls": 2.328674590587616, "decode.d4.loss_mask": 1.1003434717655183, "decode.d4.loss_dice": 1.9616612046957016, "decode.d5.loss_cls": 2.2923485398292542, "decode.d5.loss_mask": 1.1125002056360245, "decode.d5.loss_dice": 1.9212649405002593, "decode.d6.loss_cls": 2.2926413774490357, "decode.d6.loss_mask": 1.0978644788265228, "decode.d6.loss_dice": 1.87500841319561, "decode.d7.loss_cls": 2.266583502292633, "decode.d7.loss_mask": 1.0855730801820755, "decode.d7.loss_dice": 1.8939890027046205, "decode.d8.loss_cls": 2.33447060585022, "decode.d8.loss_mask": 1.0700609594583512, "decode.d8.loss_dice": 1.8912079602479934, "time": 0.49710979461669924, "memory": 6937, "step": 1100}
{"lr": 9.935345077765273e-06, "data_time": 0.007440614700317383, "grad_norm": 101.79810104370117, "loss": 57.48364334106445, "decode.loss_cls": 2.153950560092926, "decode.loss_mask": 1.2301891088485717, "decode.loss_dice": 1.8987975895404816, "decode.d0.loss_cls": 6.32219934463501, "decode.d0.loss_mask": 1.270706880092621, "decode.d0.loss_dice": 2.231581974029541, "decode.d1.loss_cls": 2.1805345177650453, "decode.d1.loss_mask": 1.279923391342163, "decode.d1.loss_dice": 2.050013816356659, "decode.d2.loss_cls": 2.119438278675079, "decode.d2.loss_mask": 1.2242798626422882, "decode.d2.loss_dice": 1.9364423215389253, "decode.d3.loss_cls": 2.039905732870102, "decode.d3.loss_mask": 1.28443723320961, "decode.d3.loss_dice": 1.9434004306793213, "decode.d4.loss_cls": 2.0252369940280914, "decode.d4.loss_mask": 1.2609795689582826, "decode.d4.loss_dice": 1.92335564494133, "decode.d5.loss_cls": 2.083860719203949, "decode.d5.loss_mask": 1.2436292707920074, "decode.d5.loss_dice": 1.9309101104736328, "decode.d6.loss_cls": 2.11094850897789, "decode.d6.loss_mask": 1.247176843881607, "decode.d6.loss_dice": 1.9132278859615326, "decode.d7.loss_cls": 2.0372770011425017, "decode.d7.loss_mask": 1.286724078655243, "decode.d7.loss_dice": 1.9250174283981323, "decode.d8.loss_cls": 2.0977490901947022, "decode.d8.loss_mask": 1.29237562417984, "decode.d8.loss_dice": 1.9393733143806458, "time": 0.49775309562683107, "memory": 7044, "step": 1150}
{"lr": 9.9325304881167e-06, "data_time": 0.007501935958862305, "grad_norm": 118.8716812133789, "loss": 54.98590850830078, "decode.loss_cls": 2.269491171836853, "decode.loss_mask": 0.9997820079326629, "decode.loss_dice": 1.8780958294868468, "decode.d0.loss_cls": 6.134806489944458, "decode.d0.loss_mask": 0.9192032128572464, "decode.d0.loss_dice": 2.073500555753708, "decode.d1.loss_cls": 2.514309859275818, "decode.d1.loss_mask": 0.9575699985027313, "decode.d1.loss_dice": 1.9240878582000733, "decode.d2.loss_cls": 2.2439607620239257, "decode.d2.loss_mask": 0.9498960435390472, "decode.d2.loss_dice": 1.8808411300182342, "decode.d3.loss_cls": 2.192292594909668, "decode.d3.loss_mask": 0.98409343957901, "decode.d3.loss_dice": 1.8347992539405822, "decode.d4.loss_cls": 2.2204039335250854, "decode.d4.loss_mask": 0.9601287305355072, "decode.d4.loss_dice": 1.8455827176570891, "decode.d5.loss_cls": 2.130369246006012, "decode.d5.loss_mask": 1.00807746052742, "decode.d5.loss_dice": 1.8473609030246734, "decode.d6.loss_cls": 2.1874619126319885, "decode.d6.loss_mask": 1.0110633075237274, "decode.d6.loss_dice": 1.8392549574375152, "decode.d7.loss_cls": 2.2432198882102967, "decode.d7.loss_mask": 0.9856406927108765, "decode.d7.loss_dice": 1.8587413549423217, "decode.d8.loss_cls": 2.214435088634491, "decode.d8.loss_mask": 0.9793063879013062, "decode.d8.loss_dice": 1.8981315970420838, "time": 0.4965196132659912, "memory": 6929, "step": 1200}
{"lr": 9.929715809846151e-06, "data_time": 0.007552933692932129, "grad_norm": 101.52427368164062, "loss": 49.46921291351318, "decode.loss_cls": 2.076884651184082, "decode.loss_mask": 1.0588061928749084, "decode.loss_dice": 1.4291783213615417, "decode.d0.loss_cls": 5.855822038650513, "decode.d0.loss_mask": 1.0250842332839967, "decode.d0.loss_dice": 1.6210528373718263, "decode.d1.loss_cls": 2.300505042076111, "decode.d1.loss_mask": 1.0612350404262543, "decode.d1.loss_dice": 1.4577334940433502, "decode.d2.loss_cls": 2.0684545040130615, "decode.d2.loss_mask": 1.0384537249803543, "decode.d2.loss_dice": 1.4202103018760681, "decode.d3.loss_cls": 2.0604556083679197, "decode.d3.loss_mask": 1.0466286063194274, "decode.d3.loss_dice": 1.4242111086845397, "decode.d4.loss_cls": 2.0774514436721803, "decode.d4.loss_mask": 0.999797248840332, "decode.d4.loss_dice": 1.4161975622177123, "decode.d5.loss_cls": 2.046687889099121, "decode.d5.loss_mask": 1.007938599586487, "decode.d5.loss_dice": 1.4049059927463532, "decode.d6.loss_cls": 2.106126880645752, "decode.d6.loss_mask": 0.9985682964324951, "decode.d6.loss_dice": 1.3833926141262054, "decode.d7.loss_cls": 2.132625913619995, "decode.d7.loss_mask": 1.0094099313020706, "decode.d7.loss_dice": 1.405250185728073, "decode.d8.loss_cls": 2.0807272672653196, "decode.d8.loss_mask": 1.0404445618391036, "decode.d8.loss_dice": 1.4149723827838898, "time": 0.5231592178344726, "memory": 6955, "step": 1250}
{"lr": 9.926901042922925e-06, "data_time": 0.007446694374084473, "grad_norm": 111.48201370239258, "loss": 47.302076148986814, "decode.loss_cls": 1.9774257361888885, "decode.loss_mask": 0.9302842199802399, "decode.loss_dice": 1.4084546372294426, "decode.d0.loss_cls": 5.6337871074676515, "decode.d0.loss_mask": 0.9065618276596069, "decode.d0.loss_dice": 1.6047423988580705, "decode.d1.loss_cls": 2.068491607904434, "decode.d1.loss_mask": 0.8895627140998841, "decode.d1.loss_dice": 1.4780376553535461, "decode.d2.loss_cls": 2.0805007815361023, "decode.d2.loss_mask": 0.9604650527238846, "decode.d2.loss_dice": 1.4389561980962753, "decode.d3.loss_cls": 1.9837069630622863, "decode.d3.loss_mask": 0.9049721598625183, "decode.d3.loss_dice": 1.4017282009124756, "decode.d4.loss_cls": 2.045039731264114, "decode.d4.loss_mask": 0.9139542788267135, "decode.d4.loss_dice": 1.3868817821145059, "decode.d5.loss_cls": 2.0144677102565764, "decode.d5.loss_mask": 0.9060504615306855, "decode.d5.loss_dice": 1.3909812420606613, "decode.d6.loss_cls": 1.915367203950882, "decode.d6.loss_mask": 0.9019258588552475, "decode.d6.loss_dice": 1.4012948125600815, "decode.d7.loss_cls": 1.9532273173332215, "decode.d7.loss_mask": 0.9460760831832886, "decode.d7.loss_dice": 1.4158433645963668, "decode.d8.loss_cls": 2.054157483577728, "decode.d8.loss_mask": 0.985897746682167, "decode.d8.loss_dice": 1.4032357424497603, "time": 0.5499552726745606, "memory": 6955, "step": 1300}
{"lr": 9.924086187316293e-06, "data_time": 0.007456350326538086, "grad_norm": 102.13185424804688, "loss": 56.7773796081543, "decode.loss_cls": 2.134439933300018, "decode.loss_mask": 1.2400061905384063, "decode.loss_dice": 1.980569750070572, "decode.d0.loss_cls": 5.569608402252197, "decode.d0.loss_mask": 1.1820068418979646, "decode.d0.loss_dice": 2.255975127220154, "decode.d1.loss_cls": 2.293666124343872, "decode.d1.loss_mask": 1.234496209025383, "decode.d1.loss_dice": 2.071684384346008, "decode.d2.loss_cls": 2.1028379678726195, "decode.d2.loss_mask": 1.1512270390987396, "decode.d2.loss_dice": 2.0123773574829102, "decode.d3.loss_cls": 2.0339467406272886, "decode.d3.loss_mask": 1.2041615068912506, "decode.d3.loss_dice": 1.981073361635208, "decode.d4.loss_cls": 2.134929525852203, "decode.d4.loss_mask": 1.18515987098217, "decode.d4.loss_dice": 1.9429866194725036, "decode.d5.loss_cls": 2.126944530010223, "decode.d5.loss_mask": 1.2080378592014314, "decode.d5.loss_dice": 1.9717979550361633, "decode.d6.loss_cls": 2.0853229403495788, "decode.d6.loss_mask": 1.1829127550125123, "decode.d6.loss_dice": 1.9477679014205933, "decode.d7.loss_cls": 2.107201874256134, "decode.d7.loss_mask": 1.1836163073778152, "decode.d7.loss_dice": 1.961431610584259, "decode.d8.loss_cls": 2.1296926021575926, "decode.d8.loss_mask": 1.2032562851905824, "decode.d8.loss_dice": 1.95823894739151, "time": 0.5219851970672608, "memory": 6904, "step": 1350}
{"lr": 9.921271242995504e-06, "data_time": 0.0074206113815307615, "grad_norm": 112.4156509399414, "loss": 59.02675247192383, "decode.loss_cls": 2.0367643237113953, "decode.loss_mask": 1.3883732676506042, "decode.loss_dice": 2.205877983570099, "decode.d0.loss_cls": 5.230573225021362, "decode.d0.loss_mask": 1.313934576511383, "decode.d0.loss_dice": 2.4082770347595215, "decode.d1.loss_cls": 2.340419042110443, "decode.d1.loss_mask": 1.3502874493598938, "decode.d1.loss_dice": 2.1772995054721833, "decode.d2.loss_cls": 2.0988049864768983, "decode.d2.loss_mask": 1.2883673012256622, "decode.d2.loss_dice": 2.1040149331092834, "decode.d3.loss_cls": 2.1110078573226927, "decode.d3.loss_mask": 1.272337418794632, "decode.d3.loss_dice": 2.0515097439289094, "decode.d4.loss_cls": 2.1039053082466124, "decode.d4.loss_mask": 1.2999028325080872, "decode.d4.loss_dice": 2.060867440700531, "decode.d5.loss_cls": 2.086863327026367, "decode.d5.loss_mask": 1.351174634695053, "decode.d5.loss_dice": 2.1022515118122103, "decode.d6.loss_cls": 2.0386856317520143, "decode.d6.loss_mask": 1.3263725817203522, "decode.d6.loss_dice": 2.086902391910553, "decode.d7.loss_cls": 2.148558759689331, "decode.d7.loss_mask": 1.3110553443431854, "decode.d7.loss_dice": 2.0917065382003783, "decode.d8.loss_cls": 2.189003586769104, "decode.d8.loss_mask": 1.291738611459732, "decode.d8.loss_dice": 2.1599161982536317, "time": 0.4943732261657715, "memory": 6910, "step": 1400}
{"lr": 9.918456209929802e-06, "data_time": 0.0073405981063842775, "grad_norm": 109.26154708862305, "loss": 49.767957496643064, "decode.loss_cls": 1.895805037021637, "decode.loss_mask": 1.0132214784622193, "decode.loss_dice": 1.6729853570461273, "decode.d0.loss_cls": 5.053598928451538, "decode.d0.loss_mask": 1.0752425700426103, "decode.d0.loss_dice": 1.9267147034406662, "decode.d1.loss_cls": 2.090418291091919, "decode.d1.loss_mask": 1.0303701311349869, "decode.d1.loss_dice": 1.747286754846573, "decode.d2.loss_cls": 1.9527055084705354, "decode.d2.loss_mask": 1.0278528571128844, "decode.d2.loss_dice": 1.6799487620592117, "decode.d3.loss_cls": 1.855717408657074, "decode.d3.loss_mask": 1.0439510643482208, "decode.d3.loss_dice": 1.6536049395799637, "decode.d4.loss_cls": 1.9164827942848206, "decode.d4.loss_mask": 1.0112121731042862, "decode.d4.loss_dice": 1.6587769031524657, "decode.d5.loss_cls": 1.8634931564331054, "decode.d5.loss_mask": 1.0171070039272307, "decode.d5.loss_dice": 1.6543983399868012, "decode.d6.loss_cls": 1.9441498935222625, "decode.d6.loss_mask": 1.0492784678936005, "decode.d6.loss_dice": 1.67997465133667, "decode.d7.loss_cls": 1.959541952610016, "decode.d7.loss_mask": 1.041873785853386, "decode.d7.loss_dice": 1.657212632894516, "decode.d8.loss_cls": 1.9130429685115815, "decode.d8.loss_mask": 1.0244603395462035, "decode.d8.loss_dice": 1.6575297951698302, "time": 0.49366021156311035, "memory": 6963, "step": 1450}
{"lr": 9.915641088088395e-06, "data_time": 0.007330608367919922, "grad_norm": 98.48962097167968, "loss": 46.28788299560547, "decode.loss_cls": 1.804273360967636, "decode.loss_mask": 0.8437641978263855, "decode.loss_dice": 1.5537264823913575, "decode.d0.loss_cls": 4.936149430274964, "decode.d0.loss_mask": 0.9351361691951752, "decode.d0.loss_dice": 1.879634141921997, "decode.d1.loss_cls": 2.141554427146912, "decode.d1.loss_mask": 0.8685773074626922, "decode.d1.loss_dice": 1.6809796571731568, "decode.d2.loss_cls": 1.8762048780918121, "decode.d2.loss_mask": 0.8258763611316681, "decode.d2.loss_dice": 1.6616059482097625, "decode.d3.loss_cls": 1.8427002012729645, "decode.d3.loss_mask": 0.8208422064781189, "decode.d3.loss_dice": 1.5745445489883423, "decode.d4.loss_cls": 1.8463845670223236, "decode.d4.loss_mask": 0.8339078694581985, "decode.d4.loss_dice": 1.5730184376239777, "decode.d5.loss_cls": 1.801777756214142, "decode.d5.loss_mask": 0.8518210232257843, "decode.d5.loss_dice": 1.5793520092964173, "decode.d6.loss_cls": 1.789938259124756, "decode.d6.loss_mask": 0.8501293301582337, "decode.d6.loss_dice": 1.5461791634559632, "decode.d7.loss_cls": 1.7923890471458435, "decode.d7.loss_mask": 0.8291314125061036, "decode.d7.loss_dice": 1.550088506937027, "decode.d8.loss_cls": 1.8086462616920471, "decode.d8.loss_mask": 0.8501558661460876, "decode.d8.loss_dice": 1.539393961429596, "time": 0.49814519882202146, "memory": 6962, "step": 1500}
{"lr": 9.91282587744049e-06, "data_time": 0.007568812370300293, "grad_norm": 108.426416015625, "loss": 43.50497989654541, "decode.loss_cls": 1.750736451148987, "decode.loss_mask": 1.0049415469169616, "decode.loss_dice": 1.3423000395298004, "decode.d0.loss_cls": 4.502814149856567, "decode.d0.loss_mask": 1.031095314025879, "decode.d0.loss_dice": 1.4360912322998047, "decode.d1.loss_cls": 1.8160526990890502, "decode.d1.loss_mask": 1.0683089584112166, "decode.d1.loss_dice": 1.3598551154136658, "decode.d2.loss_cls": 1.7288827896118164, "decode.d2.loss_mask": 0.984996783733368, "decode.d2.loss_dice": 1.317885160446167, "decode.d3.loss_cls": 1.7255303144454956, "decode.d3.loss_mask": 0.9773396611213684, "decode.d3.loss_dice": 1.3025268137454986, "decode.d4.loss_cls": 1.770272046327591, "decode.d4.loss_mask": 0.972755429148674, "decode.d4.loss_dice": 1.3000672578811645, "decode.d5.loss_cls": 1.6962870359420776, "decode.d5.loss_mask": 0.986477792263031, "decode.d5.loss_dice": 1.3005456268787383, "decode.d6.loss_cls": 1.7538551986217499, "decode.d6.loss_mask": 1.0051870733499526, "decode.d6.loss_dice": 1.2887746810913085, "decode.d7.loss_cls": 1.74168701171875, "decode.d7.loss_mask": 0.9898327916860581, "decode.d7.loss_dice": 1.281046986579895, "decode.d8.loss_cls": 1.7262870907783507, "decode.d8.loss_mask": 0.9982756435871124, "decode.d8.loss_dice": 1.3442707896232604, "time": 0.4961811065673828, "memory": 6962, "step": 1550}
{"lr": 9.910010577955248e-06, "data_time": 0.00734250545501709, "grad_norm": 106.46348571777344, "loss": 50.66863479614258, "decode.loss_cls": 2.1964130282402037, "decode.loss_mask": 1.1988796591758728, "decode.loss_dice": 1.5445984482765198, "decode.d0.loss_cls": 4.525315570831299, "decode.d0.loss_mask": 1.1731094121932983, "decode.d0.loss_dice": 1.7365784406661988, "decode.d1.loss_cls": 2.1716442465782166, "decode.d1.loss_mask": 1.1963774621486665, "decode.d1.loss_dice": 1.5705086052417756, "decode.d2.loss_cls": 2.015455687046051, "decode.d2.loss_mask": 1.201333048939705, "decode.d2.loss_dice": 1.5262119770050049, "decode.d3.loss_cls": 2.049096739292145, "decode.d3.loss_mask": 1.1722098737955093, "decode.d3.loss_dice": 1.4780240535736084, "decode.d4.loss_cls": 2.0617809176445006, "decode.d4.loss_mask": 1.1441906809806823, "decode.d4.loss_dice": 1.5043190479278565, "decode.d5.loss_cls": 2.082251274585724, "decode.d5.loss_mask": 1.145047789812088, "decode.d5.loss_dice": 1.4998205959796906, "decode.d6.loss_cls": 2.1088950753211977, "decode.d6.loss_mask": 1.1541400223970413, "decode.d6.loss_dice": 1.4734085500240326, "decode.d7.loss_cls": 2.1572495818138124, "decode.d7.loss_mask": 1.158495420217514, "decode.d7.loss_dice": 1.4910520553588866, "decode.d8.loss_cls": 2.2331372618675234, "decode.d8.loss_mask": 1.2002441465854645, "decode.d8.loss_dice": 1.4988471686840057, "time": 0.49515156745910643, "memory": 6960, "step": 1600}
{"lr": 9.907195189601824e-06, "data_time": 0.007397150993347168, "grad_norm": 108.37304153442383, "loss": 48.46475391387939, "decode.loss_cls": 1.7625290393829345, "decode.loss_mask": 1.134044998884201, "decode.loss_dice": 1.6798128604888916, "decode.d0.loss_cls": 4.197185778617859, "decode.d0.loss_mask": 1.1697039902210236, "decode.d0.loss_dice": 1.9029613137245178, "decode.d1.loss_cls": 1.899036943912506, "decode.d1.loss_mask": 1.137187111377716, "decode.d1.loss_dice": 1.708018845319748, "decode.d2.loss_cls": 1.8218611776828766, "decode.d2.loss_mask": 1.1558833599090577, "decode.d2.loss_dice": 1.6630407392978668, "decode.d3.loss_cls": 1.7207797825336457, "decode.d3.loss_mask": 1.1296697676181793, "decode.d3.loss_dice": 1.6382637321949005, "decode.d4.loss_cls": 1.709578162431717, "decode.d4.loss_mask": 1.1353540420532227, "decode.d4.loss_dice": 1.6461735308170318, "decode.d5.loss_cls": 1.718612551689148, "decode.d5.loss_mask": 1.1302593290805816, "decode.d5.loss_dice": 1.6779739797115325, "decode.d6.loss_cls": 1.744958645105362, "decode.d6.loss_mask": 1.143207997083664, "decode.d6.loss_dice": 1.682176899909973, "decode.d7.loss_cls": 1.719674861431122, "decode.d7.loss_mask": 1.1749915778636932, "decode.d7.loss_dice": 1.6865254759788513, "decode.d8.loss_cls": 1.7658246040344239, "decode.d8.loss_mask": 1.12381973862648, "decode.d8.loss_dice": 1.6856403589248656, "time": 0.4976677417755127, "memory": 6895, "step": 1650}
{"lr": 9.904379712349358e-06, "data_time": 0.007254862785339355, "grad_norm": 103.56310119628907, "loss": 51.626764106750485, "decode.loss_cls": 2.1777909278869627, "decode.loss_mask": 0.978433546423912, "decode.loss_dice": 1.7346433579921723, "decode.d0.loss_cls": 4.379003787040711, "decode.d0.loss_mask": 0.9331529855728149, "decode.d0.loss_dice": 1.9804972887039185, "decode.d1.loss_cls": 2.3290557742118834, "decode.d1.loss_mask": 0.9678973615169525, "decode.d1.loss_dice": 1.779274970293045, "decode.d2.loss_cls": 2.23352597951889, "decode.d2.loss_mask": 0.9966580510139466, "decode.d2.loss_dice": 1.7986877322196961, "decode.d3.loss_cls": 2.1950738787651063, "decode.d3.loss_mask": 0.9625999361276627, "decode.d3.loss_dice": 1.6981114208698274, "decode.d4.loss_cls": 2.175686275959015, "decode.d4.loss_mask": 0.9551750302314759, "decode.d4.loss_dice": 1.738078597187996, "decode.d5.loss_cls": 2.1462367177009583, "decode.d5.loss_mask": 0.971858125925064, "decode.d5.loss_dice": 1.71597258746624, "decode.d6.loss_cls": 2.148363929986954, "decode.d6.loss_mask": 0.9818326592445373, "decode.d6.loss_dice": 1.7782839357852935, "decode.d7.loss_cls": 2.189279794692993, "decode.d7.loss_mask": 0.9682831019163132, "decode.d7.loss_dice": 1.7384036004543304, "decode.d8.loss_cls": 2.232507860660553, "decode.d8.loss_mask": 1.0046535462141037, "decode.d8.loss_dice": 1.7377399921417236, "time": 0.500480055809021, "memory": 6936, "step": 1700}
{"lr": 9.901564146166953e-06, "data_time": 0.00722198486328125, "grad_norm": 112.13111953735351, "loss": 50.707872009277345, "decode.loss_cls": 1.9776382446289062, "decode.loss_mask": 1.3192845940589906, "decode.loss_dice": 1.5403304517269134, "decode.d0.loss_cls": 4.2884540319442745, "decode.d0.loss_mask": 1.2588131606578827, "decode.d0.loss_dice": 1.7471146523952483, "decode.d1.loss_cls": 2.183340334892273, "decode.d1.loss_mask": 1.3797642767429352, "decode.d1.loss_dice": 1.5827646374702453, "decode.d2.loss_cls": 2.0822948098182676, "decode.d2.loss_mask": 1.3069178819656373, "decode.d2.loss_dice": 1.5031855642795562, "decode.d3.loss_cls": 1.9966942906379699, "decode.d3.loss_mask": 1.2815115451812744, "decode.d3.loss_dice": 1.4802569627761841, "decode.d4.loss_cls": 2.0106664061546327, "decode.d4.loss_mask": 1.2606068134307862, "decode.d4.loss_dice": 1.4783215522766113, "decode.d5.loss_cls": 1.9856006860733033, "decode.d5.loss_mask": 1.2704113125801086, "decode.d5.loss_dice": 1.4529342234134675, "decode.d6.loss_cls": 1.9373927354812621, "decode.d6.loss_mask": 1.2607656717300415, "decode.d6.loss_dice": 1.4529434263706207, "decode.d7.loss_cls": 1.9816393375396728, "decode.d7.loss_mask": 1.2957993149757385, "decode.d7.loss_dice": 1.5129349827766418, "decode.d8.loss_cls": 2.011497986316681, "decode.d8.loss_mask": 1.294185996055603, "decode.d8.loss_dice": 1.573808616399765, "time": 0.49744696617126466, "memory": 6909, "step": 1750}
{"lr": 9.898748491023699e-06, "data_time": 0.007330155372619629, "grad_norm": 107.24004592895508, "loss": 48.804476737976074, "decode.loss_cls": 1.9428943634033202, "decode.loss_mask": 0.9565335601568222, "decode.loss_dice": 1.7532525151968001, "decode.d0.loss_cls": 4.01669454574585, "decode.d0.loss_mask": 0.9099962174892425, "decode.d0.loss_dice": 1.9959562569856644, "decode.d1.loss_cls": 2.0844552636146547, "decode.d1.loss_mask": 0.9246483981609345, "decode.d1.loss_dice": 1.8708780348300933, "decode.d2.loss_cls": 1.9766568124294281, "decode.d2.loss_mask": 0.9394460171461105, "decode.d2.loss_dice": 1.8021027952432633, "decode.d3.loss_cls": 1.8984482884407043, "decode.d3.loss_mask": 0.9152707099914551, "decode.d3.loss_dice": 1.7475768148899078, "decode.d4.loss_cls": 1.980575931072235, "decode.d4.loss_mask": 0.9001314520835877, "decode.d4.loss_dice": 1.7465887665748596, "decode.d5.loss_cls": 1.894933468103409, "decode.d5.loss_mask": 0.9446954697370529, "decode.d5.loss_dice": 1.7841505646705627, "decode.d6.loss_cls": 1.8365772068500519, "decode.d6.loss_mask": 0.960078039765358, "decode.d6.loss_dice": 1.746424376964569, "decode.d7.loss_cls": 1.8683897495269775, "decode.d7.loss_mask": 0.9553539842367172, "decode.d7.loss_dice": 1.7669499695301056, "decode.d8.loss_cls": 1.9762382864952088, "decode.d8.loss_mask": 0.9425944596529007, "decode.d8.loss_dice": 1.765984907746315, "time": 0.49460155963897706, "memory": 6945, "step": 1800}
{"lr": 9.895932746888676e-06, "data_time": 0.00747525691986084, "grad_norm": 95.03829421997071, "loss": 49.22164306640625, "decode.loss_cls": 1.8618110954761504, "decode.loss_mask": 1.0622653722763062, "decode.loss_dice": 1.732703846693039, "decode.d0.loss_cls": 4.159849691390991, "decode.d0.loss_mask": 1.1058707237243652, "decode.d0.loss_dice": 1.943968003988266, "decode.d1.loss_cls": 2.054044246673584, "decode.d1.loss_mask": 1.1199876755475997, "decode.d1.loss_dice": 1.7765326797962189, "decode.d2.loss_cls": 1.9015269696712493, "decode.d2.loss_mask": 1.095143848657608, "decode.d2.loss_dice": 1.749449262022972, "decode.d3.loss_cls": 1.8805282473564149, "decode.d3.loss_mask": 1.0662942081689835, "decode.d3.loss_dice": 1.7325250655412674, "decode.d4.loss_cls": 1.863962185382843, "decode.d4.loss_mask": 1.0401350557804108, "decode.d4.loss_dice": 1.7020985394716264, "decode.d5.loss_cls": 1.8635708808898925, "decode.d5.loss_mask": 1.0505409747362138, "decode.d5.loss_dice": 1.7071505725383758, "decode.d6.loss_cls": 1.8330031633377075, "decode.d6.loss_mask": 1.0156093269586564, "decode.d6.loss_dice": 1.6551967978477478, "decode.d7.loss_cls": 1.7587437510490418, "decode.d7.loss_mask": 1.0717557609081267, "decode.d7.loss_dice": 1.7117794811725617, "decode.d8.loss_cls": 1.8950136363506318, "decode.d8.loss_mask": 1.053067433834076, "decode.d8.loss_dice": 1.757513129711151, "time": 0.5523718118667602, "memory": 6886, "step": 1850}
{"lr": 9.893116913730924e-06, "data_time": 0.007524919509887695, "grad_norm": 107.65157470703124, "loss": 46.81694850921631, "decode.loss_cls": 1.9855444312095643, "decode.loss_mask": 0.9536873638629914, "decode.loss_dice": 1.5210625737905503, "decode.d0.loss_cls": 3.886352229118347, "decode.d0.loss_mask": 0.8906799748539924, "decode.d0.loss_dice": 1.7716699957847595, "decode.d1.loss_cls": 2.203561282157898, "decode.d1.loss_mask": 0.8545162841677666, "decode.d1.loss_dice": 1.592802608013153, "decode.d2.loss_cls": 2.005014967918396, "decode.d2.loss_mask": 0.8746093213558197, "decode.d2.loss_dice": 1.5461590945720673, "decode.d3.loss_cls": 1.9996103286743163, "decode.d3.loss_mask": 0.8493596002459526, "decode.d3.loss_dice": 1.5196951776742935, "decode.d4.loss_cls": 2.0055907011032104, "decode.d4.loss_mask": 0.8843610987067223, "decode.d4.loss_dice": 1.516633901000023, "decode.d5.loss_cls": 1.952186644077301, "decode.d5.loss_mask": 0.9225384443998337, "decode.d5.loss_dice": 1.5108598589897155, "decode.d6.loss_cls": 2.031773626804352, "decode.d6.loss_mask": 0.9434771686792374, "decode.d6.loss_dice": 1.524498951435089, "decode.d7.loss_cls": 2.0747806549072267, "decode.d7.loss_mask": 0.9110152661800385, "decode.d7.loss_dice": 1.5122158080339432, "decode.d8.loss_cls": 2.041114294528961, "decode.d8.loss_mask": 0.9737341687083244, "decode.d8.loss_dice": 1.5578444749116898, "time": 0.5234032392501831, "memory": 6918, "step": 1900}
{"lr": 9.890300991519483e-06, "data_time": 0.007600522041320801, "grad_norm": 114.70069046020508, "loss": 47.28232316970825, "decode.loss_cls": 1.965227171778679, "decode.loss_mask": 0.9589227080345154, "decode.loss_dice": 1.527263778448105, "decode.d0.loss_cls": 3.786291003227234, "decode.d0.loss_mask": 0.9633662551641464, "decode.d0.loss_dice": 1.7908095240592956, "decode.d1.loss_cls": 2.18475162088871, "decode.d1.loss_mask": 1.001847717165947, "decode.d1.loss_dice": 1.624980589747429, "decode.d2.loss_cls": 1.961281880736351, "decode.d2.loss_mask": 0.9719829320907593, "decode.d2.loss_dice": 1.6052159160375594, "decode.d3.loss_cls": 1.9874752372503282, "decode.d3.loss_mask": 0.9605854570865631, "decode.d3.loss_dice": 1.5613319844007492, "decode.d4.loss_cls": 1.9740907371044158, "decode.d4.loss_mask": 0.9648052871227264, "decode.d4.loss_dice": 1.5524511963129044, "decode.d5.loss_cls": 1.9866653501987457, "decode.d5.loss_mask": 0.9658925116062165, "decode.d5.loss_dice": 1.549132239818573, "decode.d6.loss_cls": 2.041888439655304, "decode.d6.loss_mask": 0.9258273303508758, "decode.d6.loss_dice": 1.5249880641698836, "decode.d7.loss_cls": 2.010509967803955, "decode.d7.loss_mask": 0.9092919766902924, "decode.d7.loss_dice": 1.5209437280893325, "decode.d8.loss_cls": 1.9913204848766326, "decode.d8.loss_mask": 0.9385359853506088, "decode.d8.loss_dice": 1.5746452033519744, "time": 0.49812295436859133, "memory": 6954, "step": 1950}
{"lr": 9.887484980223365e-06, "data_time": 0.007543706893920898, "grad_norm": 115.54513702392578, "loss": 49.61133651733398, "decode.loss_cls": 2.105025815963745, "decode.loss_mask": 0.8952247679233551, "decode.loss_dice": 1.6746097207069397, "decode.d0.loss_cls": 3.875682735443115, "decode.d0.loss_mask": 0.9689076006412506, "decode.d0.loss_dice": 1.8887885451316833, "decode.d1.loss_cls": 2.3943483412265776, "decode.d1.loss_mask": 0.9110642194747924, "decode.d1.loss_dice": 1.7037229776382445, "decode.d2.loss_cls": 2.267132192850113, "decode.d2.loss_mask": 0.952204304933548, "decode.d2.loss_dice": 1.685205727815628, "decode.d3.loss_cls": 2.242352068424225, "decode.d3.loss_mask": 0.9072845101356506, "decode.d3.loss_dice": 1.6466770708560943, "decode.d4.loss_cls": 2.1766195595264435, "decode.d4.loss_mask": 0.9023907721042633, "decode.d4.loss_dice": 1.6543420910835267, "decode.d5.loss_cls": 2.1482456505298613, "decode.d5.loss_mask": 0.8915117383003235, "decode.d5.loss_dice": 1.6295883059501648, "decode.d6.loss_cls": 2.14680272936821, "decode.d6.loss_mask": 0.8969067692756653, "decode.d6.loss_dice": 1.655394446849823, "decode.d7.loss_cls": 2.1552921712398527, "decode.d7.loss_mask": 0.9406544625759125, "decode.d7.loss_dice": 1.6314400613307953, "decode.d8.loss_cls": 2.112743979692459, "decode.d8.loss_mask": 0.9231712043285369, "decode.d8.loss_dice": 1.6279999375343324, "time": 0.49788742065429686, "memory": 6900, "step": 2000}
{"lr": 9.884668879811555e-06, "data_time": 0.007384157180786133, "grad_norm": 101.47217407226563, "loss": 53.079651546478274, "decode.loss_cls": 2.1913611710071565, "decode.loss_mask": 0.9652664601802826, "decode.loss_dice": 1.9366580337285995, "decode.d0.loss_cls": 4.063375020027161, "decode.d0.loss_mask": 1.007151436805725, "decode.d0.loss_dice": 2.234486439824104, "decode.d1.loss_cls": 2.3209461331367494, "decode.d1.loss_mask": 0.9929127544164658, "decode.d1.loss_dice": 1.9860927194356919, "decode.d2.loss_cls": 2.160762733221054, "decode.d2.loss_mask": 1.0014453187584877, "decode.d2.loss_dice": 1.9345086008310317, "decode.d3.loss_cls": 2.1274745643138884, "decode.d3.loss_mask": 1.0139311969280242, "decode.d3.loss_dice": 1.9151183173060418, "decode.d4.loss_cls": 2.1683182597160338, "decode.d4.loss_mask": 0.994084256887436, "decode.d4.loss_dice": 1.9170557364821434, "decode.d5.loss_cls": 2.193988597393036, "decode.d5.loss_mask": 0.9790894612669945, "decode.d5.loss_dice": 1.93354462236166, "decode.d6.loss_cls": 2.1194927632808684, "decode.d6.loss_mask": 0.9680384904146194, "decode.d6.loss_dice": 1.886503241956234, "decode.d7.loss_cls": 2.1144187808036805, "decode.d7.loss_mask": 0.9625191688537598, "decode.d7.loss_dice": 1.914742961525917, "decode.d8.loss_cls": 2.178421622514725, "decode.d8.loss_mask": 0.9673309803009034, "decode.d8.loss_dice": 1.93061201274395, "time": 0.49676244258880614, "memory": 6916, "step": 2050}
{"lr": 9.88185269025302e-06, "data_time": 0.0075463056564331055, "grad_norm": 122.64857940673828, "loss": 46.645978927612305, "decode.loss_cls": 1.893157535791397, "decode.loss_mask": 0.9820982813835144, "decode.loss_dice": 1.5227543830871582, "decode.d0.loss_cls": 3.6430779457092286, "decode.d0.loss_mask": 0.9699995934963226, "decode.d0.loss_dice": 1.7423144161701203, "decode.d1.loss_cls": 2.106564152240753, "decode.d1.loss_mask": 0.9681908428668976, "decode.d1.loss_dice": 1.6375357508659363, "decode.d2.loss_cls": 1.942074680328369, "decode.d2.loss_mask": 0.9922077298164368, "decode.d2.loss_dice": 1.5595989763736724, "decode.d3.loss_cls": 1.929789960384369, "decode.d3.loss_mask": 0.9871066093444825, "decode.d3.loss_dice": 1.5669442057609557, "decode.d4.loss_cls": 1.935351061820984, "decode.d4.loss_mask": 0.9749826192855835, "decode.d4.loss_dice": 1.5459892272949218, "decode.d5.loss_cls": 1.8804168462753297, "decode.d5.loss_mask": 1.0193704664707184, "decode.d5.loss_dice": 1.533286839723587, "decode.d6.loss_cls": 1.8934966623783112, "decode.d6.loss_mask": 1.0155834138393403, "decode.d6.loss_dice": 1.5195436358451844, "decode.d7.loss_cls": 1.8859851717948914, "decode.d7.loss_mask": 1.0036956131458283, "decode.d7.loss_dice": 1.5305305123329163, "decode.d8.loss_cls": 1.928971803188324, "decode.d8.loss_mask": 0.9938495993614197, "decode.d8.loss_dice": 1.5415110647678376, "time": 0.5214691638946534, "memory": 6939, "step": 2100}
{"lr": 9.8790364115167e-06, "data_time": 0.007468509674072266, "grad_norm": 129.51404037475587, "loss": 41.28103408813477, "decode.loss_cls": 1.9489909648895263, "decode.loss_mask": 0.8359011143445969, "decode.loss_dice": 1.1853086292743682, "decode.d0.loss_cls": 3.300154995918274, "decode.d0.loss_mask": 0.9124805837869644, "decode.d0.loss_dice": 1.4090188980102538, "decode.d1.loss_cls": 2.1239553332328795, "decode.d1.loss_mask": 0.8828114002943039, "decode.d1.loss_dice": 1.2611944049596786, "decode.d2.loss_cls": 1.975188183784485, "decode.d2.loss_mask": 0.8564374268054962, "decode.d2.loss_dice": 1.2218408346176148, "decode.d3.loss_cls": 1.959543365240097, "decode.d3.loss_mask": 0.8375424176454545, "decode.d3.loss_dice": 1.1850518465042115, "decode.d4.loss_cls": 1.926356315612793, "decode.d4.loss_mask": 0.8567363500595093, "decode.d4.loss_dice": 1.1691552996635437, "decode.d5.loss_cls": 1.9188063979148864, "decode.d5.loss_mask": 0.8576034292578697, "decode.d5.loss_dice": 1.1137657105922698, "decode.d6.loss_cls": 1.8981265306472779, "decode.d6.loss_mask": 0.8577970743179322, "decode.d6.loss_dice": 1.1227562755346299, "decode.d7.loss_cls": 1.8661825478076934, "decode.d7.loss_mask": 0.8372473120689392, "decode.d7.loss_dice": 1.087313324213028, "decode.d8.loss_cls": 1.8852818250656127, "decode.d8.loss_mask": 0.8338577687740326, "decode.d8.loss_dice": 1.1546295076608657, "time": 0.4975032567977905, "memory": 6910, "step": 2150}
{"lr": 9.876220043571527e-06, "data_time": 0.007606315612792969, "grad_norm": 110.16795043945312, "loss": 52.06851806640625, "decode.loss_cls": 2.1235374450683593, "decode.loss_mask": 1.253713709115982, "decode.loss_dice": 1.6233536541461944, "decode.d0.loss_cls": 3.9486387729644776, "decode.d0.loss_mask": 1.3023727059364318, "decode.d0.loss_dice": 1.9740988731384277, "decode.d1.loss_cls": 2.3610878586769104, "decode.d1.loss_mask": 1.3050121724605561, "decode.d1.loss_dice": 1.6970420122146606, "decode.d2.loss_cls": 2.0651046514511107, "decode.d2.loss_mask": 1.289727085828781, "decode.d2.loss_dice": 1.624796450138092, "decode.d3.loss_cls": 2.1458706617355348, "decode.d3.loss_mask": 1.2504327893257141, "decode.d3.loss_dice": 1.6086975634098053, "decode.d4.loss_cls": 2.1069116950035096, "decode.d4.loss_mask": 1.2079095482826232, "decode.d4.loss_dice": 1.6326443910598756, "decode.d5.loss_cls": 2.123476040363312, "decode.d5.loss_mask": 1.1948693633079528, "decode.d5.loss_dice": 1.5894693851470947, "decode.d6.loss_cls": 2.0493117809295653, "decode.d6.loss_mask": 1.168654876947403, "decode.d6.loss_dice": 1.6024371802806854, "decode.d7.loss_cls": 2.0547766208648683, "decode.d7.loss_mask": 1.252442091703415, "decode.d7.loss_dice": 1.5962409138679505, "decode.d8.loss_cls": 2.0956534862518312, "decode.d8.loss_mask": 1.2072453558444978, "decode.d8.loss_dice": 1.6129869997501374, "time": 0.49655134677886964, "memory": 6955, "step": 2200}
{"lr": 9.873403586386421e-06, "data_time": 0.007337737083435059, "grad_norm": 106.39217987060547, "loss": 40.21036968231201, "decode.loss_cls": 1.5780008435249329, "decode.loss_mask": 0.8771957963705063, "decode.loss_dice": 1.3114075720310212, "decode.d0.loss_cls": 3.281894087791443, "decode.d0.loss_mask": 0.9156028211116791, "decode.d0.loss_dice": 1.5382007002830504, "decode.d1.loss_cls": 1.7731004655361176, "decode.d1.loss_mask": 0.9700186491012573, "decode.d1.loss_dice": 1.4354009747505188, "decode.d2.loss_cls": 1.6156291842460633, "decode.d2.loss_mask": 0.9664073526859284, "decode.d2.loss_dice": 1.323735550045967, "decode.d3.loss_cls": 1.6247506141662598, "decode.d3.loss_mask": 0.896580171585083, "decode.d3.loss_dice": 1.281694594025612, "decode.d4.loss_cls": 1.623096525669098, "decode.d4.loss_mask": 0.8920536458492279, "decode.d4.loss_dice": 1.2931438237428665, "decode.d5.loss_cls": 1.5881552278995514, "decode.d5.loss_mask": 0.9117754936218262, "decode.d5.loss_dice": 1.279541727900505, "decode.d6.loss_cls": 1.5799338936805725, "decode.d6.loss_mask": 0.8685986638069153, "decode.d6.loss_dice": 1.2627856314182282, "decode.d7.loss_cls": 1.5769556522369386, "decode.d7.loss_mask": 0.8651192098855972, "decode.d7.loss_dice": 1.302696591615677, "decode.d8.loss_cls": 1.56776704788208, "decode.d8.loss_mask": 0.8971278309822083, "decode.d8.loss_dice": 1.311998900771141, "time": 0.4988645076751709, "memory": 6961, "step": 2250}
{"lr": 9.870587039930249e-06, "data_time": 0.0074063301086425785, "grad_norm": 101.96748504638671, "loss": 51.4101375579834, "decode.loss_cls": 1.9894353866577148, "decode.loss_mask": 1.0524249374866486, "decode.loss_dice": 1.7756306052207946, "decode.d0.loss_cls": 3.8931310415267943, "decode.d0.loss_mask": 1.1541734158992767, "decode.d0.loss_dice": 2.14915674328804, "decode.d1.loss_cls": 2.328951907157898, "decode.d1.loss_mask": 1.1818095564842224, "decode.d1.loss_dice": 1.8833598375320435, "decode.d2.loss_cls": 2.0541821837425234, "decode.d2.loss_mask": 1.1042081117630005, "decode.d2.loss_dice": 1.7826734483242035, "decode.d3.loss_cls": 2.0384083867073057, "decode.d3.loss_mask": 1.1093238472938538, "decode.d3.loss_dice": 1.7463070958852769, "decode.d4.loss_cls": 1.9957348227500915, "decode.d4.loss_mask": 1.105823564529419, "decode.d4.loss_dice": 1.7265413105487823, "decode.d5.loss_cls": 1.9605167746543883, "decode.d5.loss_mask": 1.1076530337333679, "decode.d5.loss_dice": 1.7752024322748183, "decode.d6.loss_cls": 1.9541544556617736, "decode.d6.loss_mask": 1.0991166353225708, "decode.d6.loss_dice": 1.7525393515825272, "decode.d7.loss_cls": 1.9872179865837096, "decode.d7.loss_mask": 1.0950648665428162, "decode.d7.loss_dice": 1.748677796125412, "decode.d8.loss_cls": 1.9681124567985535, "decode.d8.loss_mask": 1.091257816553116, "decode.d8.loss_dice": 1.7993495345115662, "time": 0.5000187397003174, "memory": 6926, "step": 2300}
{"lr": 9.867770404171885e-06, "data_time": 0.007369899749755859, "grad_norm": 98.90562286376954, "loss": 42.06070804595947, "decode.loss_cls": 1.8215152740478515, "decode.loss_mask": 0.8768848180770874, "decode.loss_dice": 1.31733580827713, "decode.d0.loss_cls": 3.4028863668441773, "decode.d0.loss_mask": 0.9043572783470154, "decode.d0.loss_dice": 1.5040962457656861, "decode.d1.loss_cls": 2.049205493927002, "decode.d1.loss_mask": 0.8923943042755127, "decode.d1.loss_dice": 1.3779221057891846, "decode.d2.loss_cls": 1.8408701419830322, "decode.d2.loss_mask": 0.8760058104991912, "decode.d2.loss_dice": 1.340002304315567, "decode.d3.loss_cls": 1.7993781864643097, "decode.d3.loss_mask": 0.8682236909866333, "decode.d3.loss_dice": 1.2890162646770478, "decode.d4.loss_cls": 1.7917605698108674, "decode.d4.loss_mask": 0.8933716267347336, "decode.d4.loss_dice": 1.282419341802597, "decode.d5.loss_cls": 1.7846526145935058, "decode.d5.loss_mask": 0.8920605480670929, "decode.d5.loss_dice": 1.2573264300823213, "decode.d6.loss_cls": 1.7789716601371766, "decode.d6.loss_mask": 0.8956306844949722, "decode.d6.loss_dice": 1.251252794265747, "decode.d7.loss_cls": 1.810446286201477, "decode.d7.loss_mask": 0.9242901295423508, "decode.d7.loss_dice": 1.252100670337677, "decode.d8.loss_cls": 1.9082725048065186, "decode.d8.loss_mask": 0.8812033116817475, "decode.d8.loss_dice": 1.2968559384346008, "time": 0.49575033187866213, "memory": 6893, "step": 2350}
{"lr": 9.864953679080179e-06, "data_time": 0.007441329956054688, "grad_norm": 103.30708389282226, "loss": 43.85894546508789, "decode.loss_cls": 1.8482661962509155, "decode.loss_mask": 0.8898163497447967, "decode.loss_dice": 1.3138282001018524, "decode.d0.loss_cls": 3.3655014038085938, "decode.d0.loss_mask": 1.0212899684906005, "decode.d0.loss_dice": 1.5413840651512145, "decode.d1.loss_cls": 2.0674351692199706, "decode.d1.loss_mask": 0.971118688583374, "decode.d1.loss_dice": 1.4230169832706452, "decode.d2.loss_cls": 2.0021324872970583, "decode.d2.loss_mask": 0.9820270299911499, "decode.d2.loss_dice": 1.3249314785003663, "decode.d3.loss_cls": 1.8483061909675598, "decode.d3.loss_mask": 1.0316609025001526, "decode.d3.loss_dice": 1.3509404122829438, "decode.d4.loss_cls": 1.8978480219841003, "decode.d4.loss_mask": 1.0154106676578523, "decode.d4.loss_dice": 1.3275336623191833, "decode.d5.loss_cls": 1.8542283058166504, "decode.d5.loss_mask": 0.9551751852035523, "decode.d5.loss_dice": 1.3704059898853302, "decode.d6.loss_cls": 1.8706393599510194, "decode.d6.loss_mask": 0.9752468943595887, "decode.d6.loss_dice": 1.3764479339122773, "decode.d7.loss_cls": 1.84596244096756, "decode.d7.loss_mask": 0.9237191885709762, "decode.d7.loss_dice": 1.3553536236286163, "decode.d8.loss_cls": 1.8500702619552611, "decode.d8.loss_mask": 0.9257105082273483, "decode.d8.loss_dice": 1.3335391521453857, "time": 0.5494600534439087, "memory": 6989, "step": 2400}
{"lr": 9.862136864623951e-06, "data_time": 0.007595038414001465, "grad_norm": 122.37936325073242, "loss": 42.83562698364258, "decode.loss_cls": 1.5891336262226106, "decode.loss_mask": 1.0604058504104614, "decode.loss_dice": 1.421689537167549, "decode.d0.loss_cls": 2.9942713737487794, "decode.d0.loss_mask": 1.1578538596630097, "decode.d0.loss_dice": 1.6972000300884247, "decode.d1.loss_cls": 1.6701168596744538, "decode.d1.loss_mask": 1.1082902431488038, "decode.d1.loss_dice": 1.559530907869339, "decode.d2.loss_cls": 1.6004782319068909, "decode.d2.loss_mask": 1.1063502311706543, "decode.d2.loss_dice": 1.4537767589092254, "decode.d3.loss_cls": 1.604430651664734, "decode.d3.loss_mask": 1.0775895237922668, "decode.d3.loss_dice": 1.4441499948501586, "decode.d4.loss_cls": 1.5963678240776062, "decode.d4.loss_mask": 1.1007312476634978, "decode.d4.loss_dice": 1.4673487395048141, "decode.d5.loss_cls": 1.5628861486911774, "decode.d5.loss_mask": 1.0965768635272979, "decode.d5.loss_dice": 1.4279075384140014, "decode.d6.loss_cls": 1.4647924304008484, "decode.d6.loss_mask": 1.0853877902030944, "decode.d6.loss_dice": 1.4268438577651978, "decode.d7.loss_cls": 1.5112521350383759, "decode.d7.loss_mask": 1.0605470836162567, "decode.d7.loss_dice": 1.4150295376777648, "decode.d8.loss_cls": 1.5660280108451843, "decode.d8.loss_mask": 1.0745132923126222, "decode.d8.loss_dice": 1.4341482639312744, "time": 0.524988317489624, "memory": 6925, "step": 2450}
{"lr": 9.859319960771994e-06, "data_time": 0.00744783878326416, "grad_norm": 98.39129486083985, "loss": 42.64602108001709, "decode.loss_cls": 1.6605137228965758, "decode.loss_mask": 0.9311527490615845, "decode.loss_dice": 1.5411885559558869, "decode.d0.loss_cls": 3.3123903393745424, "decode.d0.loss_mask": 0.9550042867660522, "decode.d0.loss_dice": 1.7728695034980775, "decode.d1.loss_cls": 1.882424795627594, "decode.d1.loss_mask": 0.9298580229282379, "decode.d1.loss_dice": 1.5873626708984374, "decode.d2.loss_cls": 1.70382462143898, "decode.d2.loss_mask": 0.8778753221035004, "decode.d2.loss_dice": 1.4814958095550537, "decode.d3.loss_cls": 1.6091858744621277, "decode.d3.loss_mask": 0.8726883649826049, "decode.d3.loss_dice": 1.4677747547626496, "decode.d4.loss_cls": 1.545375406742096, "decode.d4.loss_mask": 0.8973450601100922, "decode.d4.loss_dice": 1.5365167319774629, "decode.d5.loss_cls": 1.5612908065319062, "decode.d5.loss_mask": 0.878448873758316, "decode.d5.loss_dice": 1.5568038761615752, "decode.d6.loss_cls": 1.5682675182819366, "decode.d6.loss_mask": 0.9069324254989624, "decode.d6.loss_dice": 1.5344162702560424, "decode.d7.loss_cls": 1.5857043981552124, "decode.d7.loss_mask": 0.9050930321216584, "decode.d7.loss_dice": 1.5654332876205443, "decode.d8.loss_cls": 1.545113778114319, "decode.d8.loss_mask": 0.9300602614879608, "decode.d8.loss_dice": 1.5436092257499694, "time": 0.4983097791671753, "memory": 6916, "step": 2500}
{"lr": 9.856502967493101e-06, "data_time": 0.007551312446594238, "grad_norm": 102.28620300292968, "loss": 46.13205890655517, "decode.loss_cls": 1.877830684185028, "decode.loss_mask": 0.9214551508426666, "decode.loss_dice": 1.585942405462265, "decode.d0.loss_cls": 3.134755277633667, "decode.d0.loss_mask": 0.9764398217201233, "decode.d0.loss_dice": 1.803864973783493, "decode.d1.loss_cls": 2.0785320162773133, "decode.d1.loss_mask": 0.959041976928711, "decode.d1.loss_dice": 1.669188243150711, "decode.d2.loss_cls": 1.8769740283489227, "decode.d2.loss_mask": 0.9744994282722473, "decode.d2.loss_dice": 1.6250791072845459, "decode.d3.loss_cls": 1.9326431393623351, "decode.d3.loss_mask": 0.9586125552654267, "decode.d3.loss_dice": 1.5997060060501098, "decode.d4.loss_cls": 1.9105273604393005, "decode.d4.loss_mask": 0.9616647660732269, "decode.d4.loss_dice": 1.599522066116333, "decode.d5.loss_cls": 1.9600231528282166, "decode.d5.loss_mask": 0.9225224077701568, "decode.d5.loss_dice": 1.5507735908031464, "decode.d6.loss_cls": 1.8839326977729798, "decode.d6.loss_mask": 0.9241724908351898, "decode.d6.loss_dice": 1.5706784904003144, "decode.d7.loss_cls": 1.8927158117294312, "decode.d7.loss_mask": 0.9307447791099548, "decode.d7.loss_dice": 1.575342309474945, "decode.d8.loss_cls": 1.9245639801025392, "decode.d8.loss_mask": 0.930549269914627, "decode.d8.loss_dice": 1.6197599232196809, "time": 0.49823479652404784, "memory": 6987, "step": 2550}
{"lr": 9.85368588475602e-06, "data_time": 0.0073681831359863285, "grad_norm": 113.05089111328125, "loss": 50.30655498504639, "decode.loss_cls": 1.9427269339561462, "decode.loss_mask": 0.936621966958046, "decode.loss_dice": 1.9180944859981537, "decode.d0.loss_cls": 3.4328304052352907, "decode.d0.loss_mask": 0.999861267209053, "decode.d0.loss_dice": 2.179326057434082, "decode.d1.loss_cls": 2.100509285926819, "decode.d1.loss_mask": 0.9636649161577224, "decode.d1.loss_dice": 1.9842701733112336, "decode.d2.loss_cls": 1.9488768219947814, "decode.d2.loss_mask": 0.9181419372558594, "decode.d2.loss_dice": 1.8952406167984008, "decode.d3.loss_cls": 1.9646586060523987, "decode.d3.loss_mask": 0.910959443449974, "decode.d3.loss_dice": 1.8473487198352814, "decode.d4.loss_cls": 2.0201182544231413, "decode.d4.loss_mask": 0.9568395167589188, "decode.d4.loss_dice": 1.8760393977165222, "decode.d5.loss_cls": 2.0272962927818297, "decode.d5.loss_mask": 0.985823518037796, "decode.d5.loss_dice": 1.9321491599082947, "decode.d6.loss_cls": 1.9945354461669922, "decode.d6.loss_mask": 0.9490692615509033, "decode.d6.loss_dice": 1.9001706659793853, "decode.d7.loss_cls": 2.0323013067245483, "decode.d7.loss_mask": 0.9663669168949127, "decode.d7.loss_dice": 1.8971520006656646, "decode.d8.loss_cls": 1.9707488417625427, "decode.d8.loss_mask": 0.9553855299949646, "decode.d8.loss_dice": 1.8994284749031067, "time": 0.49379825592041016, "memory": 6977, "step": 2600}
{"lr": 9.850868712529506e-06, "data_time": 0.0074302911758422855, "grad_norm": 108.74526138305664, "loss": 48.574411678314206, "decode.loss_cls": 1.7556061148643494, "decode.loss_mask": 1.1383343487977982, "decode.loss_dice": 1.7344372034072877, "decode.d0.loss_cls": 3.447541797161102, "decode.d0.loss_mask": 1.154589831829071, "decode.d0.loss_dice": 2.055767501890659, "decode.d1.loss_cls": 1.910502851009369, "decode.d1.loss_mask": 1.1887039810419082, "decode.d1.loss_dice": 1.883772623538971, "decode.d2.loss_cls": 1.7894321501255035, "decode.d2.loss_mask": 1.1075561702251435, "decode.d2.loss_dice": 1.7601284235715866, "decode.d3.loss_cls": 1.725559765100479, "decode.d3.loss_mask": 1.1292689055204392, "decode.d3.loss_dice": 1.7881511569023132, "decode.d4.loss_cls": 1.7358067512512207, "decode.d4.loss_mask": 1.0959959357976914, "decode.d4.loss_dice": 1.7527926340699196, "decode.d5.loss_cls": 1.7273713946342468, "decode.d5.loss_mask": 1.1114904314279557, "decode.d5.loss_dice": 1.752649798989296, "decode.d6.loss_cls": 1.7493256330490112, "decode.d6.loss_mask": 1.1320251196622848, "decode.d6.loss_dice": 1.742144873738289, "decode.d7.loss_cls": 1.6984278857707977, "decode.d7.loss_mask": 1.1112102627754212, "decode.d7.loss_dice": 1.7716181740164756, "decode.d8.loss_cls": 1.7448984265327454, "decode.d8.loss_mask": 1.121888217329979, "decode.d8.loss_dice": 1.757412639260292, "time": 0.5211939334869384, "memory": 6908, "step": 2650}
{"lr": 9.848051450782279e-06, "data_time": 0.007480978965759277, "grad_norm": 103.72845687866212, "loss": 48.19008598327637, "decode.loss_cls": 1.7934518098831176, "decode.loss_mask": 1.0680066287517547, "decode.loss_dice": 1.7348210275173188, "decode.d0.loss_cls": 3.426815319061279, "decode.d0.loss_mask": 1.0483507543802262, "decode.d0.loss_dice": 1.86788529753685, "decode.d1.loss_cls": 2.1574058413505552, "decode.d1.loss_mask": 1.0426886409521103, "decode.d1.loss_dice": 1.7390837669372559, "decode.d2.loss_cls": 1.896193838119507, "decode.d2.loss_mask": 1.0194585621356964, "decode.d2.loss_dice": 1.7031885653734207, "decode.d3.loss_cls": 1.8344566464424132, "decode.d3.loss_mask": 1.0386069744825364, "decode.d3.loss_dice": 1.6992170244455338, "decode.d4.loss_cls": 1.8374427139759064, "decode.d4.loss_mask": 1.0392879605293275, "decode.d4.loss_dice": 1.6974378049373626, "decode.d5.loss_cls": 1.8300863325595855, "decode.d5.loss_mask": 1.0497962892055512, "decode.d5.loss_dice": 1.7290922164916993, "decode.d6.loss_cls": 1.7957029461860656, "decode.d6.loss_mask": 1.0404200285673142, "decode.d6.loss_dice": 1.7501882553100585, "decode.d7.loss_cls": 1.9022330701351167, "decode.d7.loss_mask": 1.0698095500469207, "decode.d7.loss_dice": 1.7213705748319625, "decode.d8.loss_cls": 1.8089449405670166, "decode.d8.loss_mask": 1.0890543937683106, "decode.d8.loss_dice": 1.7595883429050445, "time": 0.49580793380737304, "memory": 7004, "step": 2700}
{"lr": 9.845234099483023e-06, "data_time": 0.007429361343383789, "grad_norm": 104.58005065917969, "loss": 42.22779083251953, "decode.loss_cls": 1.8570258617401123, "decode.loss_mask": 0.9123619556427002, "decode.loss_dice": 1.2744330525398255, "decode.d0.loss_cls": 3.1421265840530395, "decode.d0.loss_mask": 1.0182491332292556, "decode.d0.loss_dice": 1.4436203300952912, "decode.d1.loss_cls": 1.9689193546772004, "decode.d1.loss_mask": 0.9711103558540344, "decode.d1.loss_dice": 1.35515438914299, "decode.d2.loss_cls": 1.8520350992679595, "decode.d2.loss_mask": 0.9194455683231354, "decode.d2.loss_dice": 1.3216168880462646, "decode.d3.loss_cls": 1.836448508501053, "decode.d3.loss_mask": 0.9309197455644608, "decode.d3.loss_dice": 1.3143478155136108, "decode.d4.loss_cls": 1.7679263710975648, "decode.d4.loss_mask": 0.9471222341060639, "decode.d4.loss_dice": 1.2997739136219024, "decode.d5.loss_cls": 1.8473698019981384, "decode.d5.loss_mask": 0.9130478918552398, "decode.d5.loss_dice": 1.307262095808983, "decode.d6.loss_cls": 1.748885577917099, "decode.d6.loss_mask": 0.9254405260086059, "decode.d6.loss_dice": 1.3187022268772126, "decode.d7.loss_cls": 1.7828131794929505, "decode.d7.loss_mask": 0.9270107030868531, "decode.d7.loss_dice": 1.2643695712089538, "decode.d8.loss_cls": 1.7859138786792754, "decode.d8.loss_mask": 0.9541777610778809, "decode.d8.loss_dice": 1.3201599180698396, "time": 0.49862165451049806, "memory": 6947, "step": 2750}
{"lr": 9.842416658600427e-06, "data_time": 0.0077019214630126955, "grad_norm": 94.25991516113281, "loss": 45.14068870544433, "decode.loss_cls": 1.8234102547168731, "decode.loss_mask": 0.8690456241369248, "decode.loss_dice": 1.617929470539093, "decode.d0.loss_cls": 3.189171576499939, "decode.d0.loss_mask": 0.9382694661617279, "decode.d0.loss_dice": 1.856049859523773, "decode.d1.loss_cls": 2.037095320224762, "decode.d1.loss_mask": 0.9051934719085694, "decode.d1.loss_dice": 1.6765317559242248, "decode.d2.loss_cls": 1.8206104457378387, "decode.d2.loss_mask": 0.878795325756073, "decode.d2.loss_dice": 1.6366396248340607, "decode.d3.loss_cls": 1.8676608741283416, "decode.d3.loss_mask": 0.8851163148880005, "decode.d3.loss_dice": 1.6344962239265441, "decode.d4.loss_cls": 1.8658192932605744, "decode.d4.loss_mask": 0.8756230890750885, "decode.d4.loss_dice": 1.6274810612201691, "decode.d5.loss_cls": 1.7862994909286498, "decode.d5.loss_mask": 0.9053411096334457, "decode.d5.loss_dice": 1.581153357028961, "decode.d6.loss_cls": 1.7558714509010316, "decode.d6.loss_mask": 0.9184455811977387, "decode.d6.loss_dice": 1.5888259768486024, "decode.d7.loss_cls": 1.8405884385108948, "decode.d7.loss_mask": 0.9106324553489685, "decode.d7.loss_dice": 1.5643492937088013, "decode.d8.loss_cls": 1.8144352912902832, "decode.d8.loss_mask": 0.8701836854219437, "decode.d8.loss_dice": 1.5996257305145263, "time": 0.49676392078399656, "memory": 6955, "step": 2800}
{"lr": 9.83959912810314e-06, "data_time": 0.00730280876159668, "grad_norm": 109.31271514892578, "loss": 42.83713846206665, "decode.loss_cls": 1.8616092503070831, "decode.loss_mask": 0.8081846058368682, "decode.loss_dice": 1.3683443188667297, "decode.d0.loss_cls": 3.185026526451111, "decode.d0.loss_mask": 0.8707544505596161, "decode.d0.loss_dice": 1.6768336951732636, "decode.d1.loss_cls": 1.9956644296646118, "decode.d1.loss_mask": 0.8758734434843063, "decode.d1.loss_dice": 1.4845179170370102, "decode.d2.loss_cls": 1.8707425773143769, "decode.d2.loss_mask": 0.8229059159755707, "decode.d2.loss_dice": 1.457365298271179, "decode.d3.loss_cls": 1.8731447339057923, "decode.d3.loss_mask": 0.8110089480876923, "decode.d3.loss_dice": 1.439492106437683, "decode.d4.loss_cls": 1.87770414352417, "decode.d4.loss_mask": 0.8244241088628769, "decode.d4.loss_dice": 1.438696527481079, "decode.d5.loss_cls": 1.8838544130325316, "decode.d5.loss_mask": 0.8344468235969543, "decode.d5.loss_dice": 1.4051625698804855, "decode.d6.loss_cls": 1.8686250865459442, "decode.d6.loss_mask": 0.7897689014673233, "decode.d6.loss_dice": 1.3881785601377488, "decode.d7.loss_cls": 1.8495474100112914, "decode.d7.loss_mask": 0.7938207358121872, "decode.d7.loss_dice": 1.3918349206447602, "decode.d8.loss_cls": 1.8738677561283112, "decode.d8.loss_mask": 0.7978436261415481, "decode.d8.loss_dice": 1.4178955852985382, "time": 0.4963102102279663, "memory": 6917, "step": 2850}
{"lr": 9.836781507959807e-06, "data_time": 0.007446551322937011, "grad_norm": 107.84981002807618, "loss": 38.54394454956055, "decode.loss_cls": 1.5913679599761963, "decode.loss_mask": 0.8694811671972275, "decode.loss_dice": 1.2333210110664368, "decode.d0.loss_cls": 2.928169322013855, "decode.d0.loss_mask": 0.8824874222278595, "decode.d0.loss_dice": 1.395505714416504, "decode.d1.loss_cls": 1.752435302734375, "decode.d1.loss_mask": 0.9105355352163315, "decode.d1.loss_dice": 1.306920164823532, "decode.d2.loss_cls": 1.548145067691803, "decode.d2.loss_mask": 0.9085054725408555, "decode.d2.loss_dice": 1.233380287885666, "decode.d3.loss_cls": 1.4970702826976776, "decode.d3.loss_mask": 0.8843574970960617, "decode.d3.loss_dice": 1.2071774840354919, "decode.d4.loss_cls": 1.5012213706970214, "decode.d4.loss_mask": 0.897555248439312, "decode.d4.loss_dice": 1.2633990943431854, "decode.d5.loss_cls": 1.562147068977356, "decode.d5.loss_mask": 0.8559891983866692, "decode.d5.loss_dice": 1.2409007132053376, "decode.d6.loss_cls": 1.6078822016716003, "decode.d6.loss_mask": 0.8456995934247971, "decode.d6.loss_dice": 1.2369913160800934, "decode.d7.loss_cls": 1.5941731929779053, "decode.d7.loss_mask": 0.8561716735363006, "decode.d7.loss_dice": 1.229730921983719, "decode.d8.loss_cls": 1.575955605506897, "decode.d8.loss_mask": 0.8655011266469955, "decode.d8.loss_dice": 1.2617678046226501, "time": 0.49735112190246583, "memory": 6938, "step": 2900}
{"lr": 9.833963798139039e-06, "data_time": 0.007223320007324219, "grad_norm": 100.49235763549805, "loss": 43.63045330047608, "decode.loss_cls": 1.568859374523163, "decode.loss_mask": 1.0005099594593048, "decode.loss_dice": 1.5707298964262009, "decode.d0.loss_cls": 3.1133044481277468, "decode.d0.loss_mask": 1.0146355032920837, "decode.d0.loss_dice": 1.7390942573547363, "decode.d1.loss_cls": 1.814071923494339, "decode.d1.loss_mask": 1.0954308852553367, "decode.d1.loss_dice": 1.6558744132518768, "decode.d2.loss_cls": 1.6691296100616455, "decode.d2.loss_mask": 0.9916091576218605, "decode.d2.loss_dice": 1.5459375903010368, "decode.d3.loss_cls": 1.674908185005188, "decode.d3.loss_mask": 0.9555498987436295, "decode.d3.loss_dice": 1.5024730175733567, "decode.d4.loss_cls": 1.5969556510448455, "decode.d4.loss_mask": 0.949747097492218, "decode.d4.loss_dice": 1.538840439915657, "decode.d5.loss_cls": 1.6081200420856476, "decode.d5.loss_mask": 0.9517520308494568, "decode.d5.loss_dice": 1.525267294049263, "decode.d6.loss_cls": 1.6177102208137513, "decode.d6.loss_mask": 1.014403560757637, "decode.d6.loss_dice": 1.524506413936615, "decode.d7.loss_cls": 1.602956050634384, "decode.d7.loss_mask": 1.035957008600235, "decode.d7.loss_dice": 1.572960314154625, "decode.d8.loss_cls": 1.5934628427028656, "decode.d8.loss_mask": 1.0275074779987334, "decode.d8.loss_dice": 1.5581872805953025, "time": 0.5199188232421875, "memory": 6957, "step": 2950}
{"lr": 9.831145998609428e-06, "data_time": 0.007383203506469727, "grad_norm": 101.74644622802734, "loss": 43.37475528717041, "decode.loss_cls": 1.8166286408901215, "decode.loss_mask": 0.7619870424270629, "decode.loss_dice": 1.5132840156555176, "decode.d0.loss_cls": 3.4503145098686216, "decode.d0.loss_mask": 0.8386417478322983, "decode.d0.loss_dice": 1.7963397681713105, "decode.d1.loss_cls": 2.1281832814216615, "decode.d1.loss_mask": 0.7992615818977356, "decode.d1.loss_dice": 1.6205955266952514, "decode.d2.loss_cls": 1.933121258020401, "decode.d2.loss_mask": 0.7661490768194199, "decode.d2.loss_dice": 1.5434626042842865, "decode.d3.loss_cls": 1.7666922986507416, "decode.d3.loss_mask": 0.8079850047826767, "decode.d3.loss_dice": 1.5383919417858123, "decode.d4.loss_cls": 1.7812747716903687, "decode.d4.loss_mask": 0.8037890583276749, "decode.d4.loss_dice": 1.5016321897506715, "decode.d5.loss_cls": 1.7589150726795197, "decode.d5.loss_mask": 0.8136160224676132, "decode.d5.loss_dice": 1.5254349112510681, "decode.d6.loss_cls": 1.7155746638774871, "decode.d6.loss_mask": 0.7864578902721405, "decode.d6.loss_dice": 1.4718601047992705, "decode.d7.loss_cls": 1.7300940454006195, "decode.d7.loss_mask": 0.7891210108995438, "decode.d7.loss_dice": 1.5132144451141358, "decode.d8.loss_cls": 1.8041727423667908, "decode.d8.loss_mask": 0.78315549492836, "decode.d8.loss_dice": 1.5154043138027191, "time": 0.5208212375640869, "memory": 6888, "step": 3000}
{"lr": 9.828328109339545e-06, "data_time": 0.0074326515197753905, "grad_norm": 101.65141067504882, "loss": 40.47207870483398, "decode.loss_cls": 1.5549808382987975, "decode.loss_mask": 0.9244772374629975, "decode.loss_dice": 1.3495224177837373, "decode.d0.loss_cls": 2.938129484653473, "decode.d0.loss_mask": 1.0688157975673676, "decode.d0.loss_dice": 1.6068556427955627, "decode.d1.loss_cls": 1.6929112076759338, "decode.d1.loss_mask": 1.0225690931081772, "decode.d1.loss_dice": 1.4688892483711242, "decode.d2.loss_cls": 1.5431432187557221, "decode.d2.loss_mask": 0.9497465342283249, "decode.d2.loss_dice": 1.3686735510826111, "decode.d3.loss_cls": 1.509276819229126, "decode.d3.loss_mask": 0.9499153703451156, "decode.d3.loss_dice": 1.3383744299411773, "decode.d4.loss_cls": 1.4956125020980835, "decode.d4.loss_mask": 0.9602548360824585, "decode.d4.loss_dice": 1.3437255799770356, "decode.d5.loss_cls": 1.5340857803821564, "decode.d5.loss_mask": 0.9394802063703537, "decode.d5.loss_dice": 1.3313375532627105, "decode.d6.loss_cls": 1.5047934591770171, "decode.d6.loss_mask": 0.9750525146722794, "decode.d6.loss_dice": 1.3408192157745362, "decode.d7.loss_cls": 1.5727318823337555, "decode.d7.loss_mask": 0.9721362292766571, "decode.d7.loss_dice": 1.376261007785797, "decode.d8.loss_cls": 1.4966201603412628, "decode.d8.loss_mask": 0.9940678268671036, "decode.d8.loss_dice": 1.3488208532333374, "time": 0.49765820503234864, "memory": 6918, "step": 3050}
{"lr": 9.825510130297943e-06, "data_time": 0.007408237457275391, "grad_norm": 93.82467346191406, "loss": 36.29111919403076, "decode.loss_cls": 1.3869650304317473, "decode.loss_mask": 0.8808514386415481, "decode.loss_dice": 1.1435775995254516, "decode.d0.loss_cls": 2.6993646144866945, "decode.d0.loss_mask": 0.8702951282262802, "decode.d0.loss_dice": 1.3432448863983155, "decode.d1.loss_cls": 1.5912854552268982, "decode.d1.loss_mask": 0.8808479189872742, "decode.d1.loss_dice": 1.247666448354721, "decode.d2.loss_cls": 1.414539211988449, "decode.d2.loss_mask": 0.843910425901413, "decode.d2.loss_dice": 1.1829003185033797, "decode.d3.loss_cls": 1.4500723779201508, "decode.d3.loss_mask": 0.870279586315155, "decode.d3.loss_dice": 1.1590529710054398, "decode.d4.loss_cls": 1.4733662366867066, "decode.d4.loss_mask": 0.8301222920417786, "decode.d4.loss_dice": 1.1598695635795593, "decode.d5.loss_cls": 1.4537970960140227, "decode.d5.loss_mask": 0.8576271951198577, "decode.d5.loss_dice": 1.1491477251052857, "decode.d6.loss_cls": 1.4344682931900024, "decode.d6.loss_mask": 0.8565577358007431, "decode.d6.loss_dice": 1.1559815764427186, "decode.d7.loss_cls": 1.4292644083499908, "decode.d7.loss_mask": 0.8682742238044738, "decode.d7.loss_dice": 1.170519119501114, "decode.d8.loss_cls": 1.4440423548221588, "decode.d8.loss_mask": 0.8533541142940522, "decode.d8.loss_dice": 1.1898747980594635, "time": 0.49627108573913575, "memory": 6937, "step": 3100}
{"lr": 9.822692061453163e-06, "data_time": 0.007627630233764648, "grad_norm": 105.16931686401367, "loss": 39.40414886474609, "decode.loss_cls": 1.6649971008300781, "decode.loss_mask": 0.8654590249061584, "decode.loss_dice": 1.2754171639680862, "decode.d0.loss_cls": 2.8753594875335695, "decode.d0.loss_mask": 0.8840394765138626, "decode.d0.loss_dice": 1.4835161566734314, "decode.d1.loss_cls": 1.681389731168747, "decode.d1.loss_mask": 0.872620815038681, "decode.d1.loss_dice": 1.3386788845062256, "decode.d2.loss_cls": 1.6339313566684723, "decode.d2.loss_mask": 0.8962053894996643, "decode.d2.loss_dice": 1.311290979385376, "decode.d3.loss_cls": 1.6301375031471252, "decode.d3.loss_mask": 0.8704211354255676, "decode.d3.loss_dice": 1.2506711333990097, "decode.d4.loss_cls": 1.6284278690814973, "decode.d4.loss_mask": 0.8737317621707916, "decode.d4.loss_dice": 1.27629714012146, "decode.d5.loss_cls": 1.6147994518280029, "decode.d5.loss_mask": 0.9039337813854218, "decode.d5.loss_dice": 1.3044038832187652, "decode.d6.loss_cls": 1.5390143811702728, "decode.d6.loss_mask": 0.8820787250995636, "decode.d6.loss_dice": 1.3197827517986298, "decode.d7.loss_cls": 1.533591079711914, "decode.d7.loss_mask": 0.8587080985307693, "decode.d7.loss_dice": 1.3291684329509734, "decode.d8.loss_cls": 1.620776116847992, "decode.d8.loss_mask": 0.8530974924564362, "decode.d8.loss_dice": 1.3322022259235382, "time": 0.49549317359924316, "memory": 6895, "step": 3150}
{"lr": 9.819873902773704e-06, "data_time": 0.007472038269042969, "grad_norm": 102.18804779052735, "loss": 38.043592643737796, "decode.loss_cls": 1.4752882361412047, "decode.loss_mask": 0.8637966752052307, "decode.loss_dice": 1.1787923753261567, "decode.d0.loss_cls": 2.9158480525016786, "decode.d0.loss_mask": 0.9347033143043518, "decode.d0.loss_dice": 1.4543287336826325, "decode.d1.loss_cls": 1.698961651325226, "decode.d1.loss_mask": 0.9117127060890198, "decode.d1.loss_dice": 1.291258990764618, "decode.d2.loss_cls": 1.5451065301895142, "decode.d2.loss_mask": 0.9249830067157745, "decode.d2.loss_dice": 1.270035743713379, "decode.d3.loss_cls": 1.5354548633098601, "decode.d3.loss_mask": 0.9138124346733093, "decode.d3.loss_dice": 1.209075826406479, "decode.d4.loss_cls": 1.5075174629688264, "decode.d4.loss_mask": 0.9111358165740967, "decode.d4.loss_dice": 1.190234398841858, "decode.d5.loss_cls": 1.4900541424751281, "decode.d5.loss_mask": 0.9122934341430664, "decode.d5.loss_dice": 1.2037216246128082, "decode.d6.loss_cls": 1.4511010259389878, "decode.d6.loss_mask": 0.9249343693256378, "decode.d6.loss_dice": 1.2116287171840667, "decode.d7.loss_cls": 1.425185689330101, "decode.d7.loss_mask": 0.9461176514625549, "decode.d7.loss_dice": 1.216100811958313, "decode.d8.loss_cls": 1.4591588407754899, "decode.d8.loss_mask": 0.8887449324131012, "decode.d8.loss_dice": 1.182504516839981, "time": 0.5224386930465699, "memory": 6936, "step": 3200}
{"lr": 9.817055654228055e-06, "data_time": 0.007448744773864746, "grad_norm": 105.53498992919921, "loss": 41.362807273864746, "decode.loss_cls": 1.566329300403595, "decode.loss_mask": 1.0259768515825272, "decode.loss_dice": 1.3719596803188323, "decode.d0.loss_cls": 2.962221956253052, "decode.d0.loss_mask": 1.0189898997545241, "decode.d0.loss_dice": 1.5253237664699555, "decode.d1.loss_cls": 1.7572722434997559, "decode.d1.loss_mask": 1.0406539559364318, "decode.d1.loss_dice": 1.4254186481237412, "decode.d2.loss_cls": 1.62301903963089, "decode.d2.loss_mask": 1.0122552514076233, "decode.d2.loss_dice": 1.3627179980278015, "decode.d3.loss_cls": 1.5342935621738434, "decode.d3.loss_mask": 1.031530851125717, "decode.d3.loss_dice": 1.371828529238701, "decode.d4.loss_cls": 1.5553661823272704, "decode.d4.loss_mask": 1.026181662082672, "decode.d4.loss_dice": 1.3911801069974898, "decode.d5.loss_cls": 1.5429198920726777, "decode.d5.loss_mask": 1.0244624853134154, "decode.d5.loss_dice": 1.360385277867317, "decode.d6.loss_cls": 1.5097348749637605, "decode.d6.loss_mask": 1.016279575228691, "decode.d6.loss_dice": 1.359567826986313, "decode.d7.loss_cls": 1.5361516892910003, "decode.d7.loss_mask": 1.0372123330831529, "decode.d7.loss_dice": 1.375798523426056, "decode.d8.loss_cls": 1.5620373070240021, "decode.d8.loss_mask": 1.0452498376369477, "decode.d8.loss_dice": 1.3904885649681091, "time": 0.4951749563217163, "memory": 6917, "step": 3250}
{"lr": 9.814237315784679e-06, "data_time": 0.0074677705764770504, "grad_norm": 95.50790786743164, "loss": 46.496741485595706, "decode.loss_cls": 1.7417933762073516, "decode.loss_mask": 1.042289248108864, "decode.loss_dice": 1.7431525230407714, "decode.d0.loss_cls": 3.389599847793579, "decode.d0.loss_mask": 0.994591447710991, "decode.d0.loss_dice": 2.0090695321559906, "decode.d1.loss_cls": 2.016356122493744, "decode.d1.loss_mask": 1.0654889613389968, "decode.d1.loss_dice": 1.7164389848709107, "decode.d2.loss_cls": 1.639448082447052, "decode.d2.loss_mask": 1.0535270303487778, "decode.d2.loss_dice": 1.6753951996564864, "decode.d3.loss_cls": 1.583808046579361, "decode.d3.loss_mask": 1.0568009942770005, "decode.d3.loss_dice": 1.6990602374076844, "decode.d4.loss_cls": 1.6991279304027558, "decode.d4.loss_mask": 1.010676771402359, "decode.d4.loss_dice": 1.730405592918396, "decode.d5.loss_cls": 1.6173449337482453, "decode.d5.loss_mask": 1.0243311941623687, "decode.d5.loss_dice": 1.7340401649475097, "decode.d6.loss_cls": 1.672387683391571, "decode.d6.loss_mask": 1.0455971658229828, "decode.d6.loss_dice": 1.697796779870987, "decode.d7.loss_cls": 1.7051912784576415, "decode.d7.loss_mask": 1.0576197534799576, "decode.d7.loss_dice": 1.6985364496707915, "decode.d8.loss_cls": 1.665046888589859, "decode.d8.loss_mask": 1.0062945574522018, "decode.d8.loss_dice": 1.7055254459381104, "time": 0.49691727161407473, "memory": 6959, "step": 3300}
{"lr": 9.81141888741203e-06, "data_time": 0.007467436790466309, "grad_norm": 108.32110748291015, "loss": 56.35875015258789, "decode.loss_cls": 2.1682582020759584, "decode.loss_mask": 1.2865441262722015, "decode.loss_dice": 1.9154684484004973, "decode.d0.loss_cls": 3.651107895374298, "decode.d0.loss_mask": 1.271797388792038, "decode.d0.loss_dice": 2.2545761108398437, "decode.d1.loss_cls": 2.4771589040756226, "decode.d1.loss_mask": 1.3112234354019165, "decode.d1.loss_dice": 2.0705310463905335, "decode.d2.loss_cls": 2.217302310466766, "decode.d2.loss_mask": 1.321631234884262, "decode.d2.loss_dice": 1.9564369559288024, "decode.d3.loss_cls": 2.1952013194561006, "decode.d3.loss_mask": 1.3035424053668976, "decode.d3.loss_dice": 1.9196176052093505, "decode.d4.loss_cls": 2.177420675754547, "decode.d4.loss_mask": 1.3029931902885437, "decode.d4.loss_dice": 1.9362376272678374, "decode.d5.loss_cls": 2.128392380475998, "decode.d5.loss_mask": 1.3059414505958558, "decode.d5.loss_dice": 1.909490305185318, "decode.d6.loss_cls": 2.1830094337463377, "decode.d6.loss_mask": 1.2610015988349914, "decode.d6.loss_dice": 1.9200753211975097, "decode.d7.loss_cls": 2.2293974220752717, "decode.d7.loss_mask": 1.274861365556717, "decode.d7.loss_dice": 1.9258748412132263, "decode.d8.loss_cls": 2.2396594762802122, "decode.d8.loss_mask": 1.301251971721649, "decode.d8.loss_dice": 1.9427448034286499, "time": 0.49531795978546145, "memory": 6921, "step": 3350}
{"lr": 9.80860036907853e-06, "data_time": 0.0074498653411865234, "grad_norm": 94.46010665893554, "loss": 42.94700813293457, "decode.loss_cls": 1.4744445979595184, "decode.loss_mask": 0.911003777384758, "decode.loss_dice": 1.6434643745422364, "decode.d0.loss_cls": 3.1647947788238526, "decode.d0.loss_mask": 0.9253585517406464, "decode.d0.loss_dice": 1.7576982259750367, "decode.d1.loss_cls": 1.8229532837867737, "decode.d1.loss_mask": 0.92334785759449, "decode.d1.loss_dice": 1.6908521711826325, "decode.d2.loss_cls": 1.6205204367637633, "decode.d2.loss_mask": 0.9216094046831131, "decode.d2.loss_dice": 1.6579577445983886, "decode.d3.loss_cls": 1.603160673379898, "decode.d3.loss_mask": 0.9015304982662201, "decode.d3.loss_dice": 1.6148951530456543, "decode.d4.loss_cls": 1.6029420793056488, "decode.d4.loss_mask": 0.8898015648126603, "decode.d4.loss_dice": 1.6045182287693023, "decode.d5.loss_cls": 1.5213144361972808, "decode.d5.loss_mask": 0.9102176576852798, "decode.d5.loss_dice": 1.6598672568798065, "decode.d6.loss_cls": 1.5005533695220947, "decode.d6.loss_mask": 0.900398564338684, "decode.d6.loss_dice": 1.6477763891220092, "decode.d7.loss_cls": 1.4908408999443055, "decode.d7.loss_mask": 0.913766285777092, "decode.d7.loss_dice": 1.6118775725364685, "decode.d8.loss_cls": 1.4927172303199767, "decode.d8.loss_mask": 0.9277313262224197, "decode.d8.loss_dice": 1.6390938997268676, "time": 0.49755430221557617, "memory": 7002, "step": 3400}
{"lr": 9.8057817607526e-06, "data_time": 0.007488155364990234, "grad_norm": 97.75964431762695, "loss": 41.82431011199951, "decode.loss_cls": 1.6721613109111786, "decode.loss_mask": 0.9245408475399017, "decode.loss_dice": 1.3875838339328765, "decode.d0.loss_cls": 2.9613502979278565, "decode.d0.loss_mask": 0.9375914216041565, "decode.d0.loss_dice": 1.5666428446769713, "decode.d1.loss_cls": 1.919248139858246, "decode.d1.loss_mask": 0.9397451639175415, "decode.d1.loss_dice": 1.4749453753232955, "decode.d2.loss_cls": 1.7068748235702516, "decode.d2.loss_mask": 0.9143112123012542, "decode.d2.loss_dice": 1.4138235807418824, "decode.d3.loss_cls": 1.6804560899734498, "decode.d3.loss_mask": 0.9202815294265747, "decode.d3.loss_dice": 1.4468775272369385, "decode.d4.loss_cls": 1.6435338735580445, "decode.d4.loss_mask": 0.9104731798171997, "decode.d4.loss_dice": 1.4175313621759416, "decode.d5.loss_cls": 1.7088098883628846, "decode.d5.loss_mask": 0.932792729139328, "decode.d5.loss_dice": 1.4306062400341033, "decode.d6.loss_cls": 1.704544687271118, "decode.d6.loss_mask": 0.905001911520958, "decode.d6.loss_dice": 1.3748555570840835, "decode.d7.loss_cls": 1.6696256399154663, "decode.d7.loss_mask": 0.887988555431366, "decode.d7.loss_dice": 1.3695236504077912, "decode.d8.loss_cls": 1.6924371778964997, "decode.d8.loss_mask": 0.8999214589595794, "decode.d8.loss_dice": 1.4102318674325942, "time": 0.49837121963500974, "memory": 6992, "step": 3450}
{"lr": 9.802963062402602e-06, "data_time": 0.007541942596435547, "grad_norm": 102.42871017456055, "loss": 43.24454669952392, "decode.loss_cls": 1.4289130687713623, "decode.loss_mask": 1.0017478942871094, "decode.loss_dice": 1.6601456820964813, "decode.d0.loss_cls": 2.9078539609909058, "decode.d0.loss_mask": 1.006672203540802, "decode.d0.loss_dice": 1.884588646888733, "decode.d1.loss_cls": 1.607734841108322, "decode.d1.loss_mask": 1.029292505979538, "decode.d1.loss_dice": 1.8145068645477296, "decode.d2.loss_cls": 1.4723984122276306, "decode.d2.loss_mask": 1.000510323047638, "decode.d2.loss_dice": 1.7330546438694001, "decode.d3.loss_cls": 1.4081542432308196, "decode.d3.loss_mask": 1.0045188695192337, "decode.d3.loss_dice": 1.7103330731391906, "decode.d4.loss_cls": 1.4226533114910125, "decode.d4.loss_mask": 1.006067630648613, "decode.d4.loss_dice": 1.693162214756012, "decode.d5.loss_cls": 1.4416795730590821, "decode.d5.loss_mask": 1.021322739124298, "decode.d5.loss_dice": 1.7214131951332092, "decode.d6.loss_cls": 1.4149853229522704, "decode.d6.loss_mask": 0.9916132152080536, "decode.d6.loss_dice": 1.662600815296173, "decode.d7.loss_cls": 1.4589995384216308, "decode.d7.loss_mask": 0.9872342079877854, "decode.d7.loss_dice": 1.6376137495040894, "decode.d8.loss_cls": 1.4258370101451874, "decode.d8.loss_mask": 1.0230711579322815, "decode.d8.loss_dice": 1.665867233276367, "time": 0.49691870212554934, "memory": 6901, "step": 3500}
{"lr": 9.800144273996893e-06, "data_time": 0.007474637031555176, "grad_norm": 97.2763069152832, "loss": 40.813202476501466, "decode.loss_cls": 1.5295391440391541, "decode.loss_mask": 0.9266575396060943, "decode.loss_dice": 1.3446844875812531, "decode.d0.loss_cls": 2.959776496887207, "decode.d0.loss_mask": 0.9334161072969437, "decode.d0.loss_dice": 1.5704992711544037, "decode.d1.loss_cls": 1.926708209514618, "decode.d1.loss_mask": 0.9531007885932923, "decode.d1.loss_dice": 1.469679057598114, "decode.d2.loss_cls": 1.7253506779670715, "decode.d2.loss_mask": 0.9240577518939972, "decode.d2.loss_dice": 1.373236495256424, "decode.d3.loss_cls": 1.7130605340003968, "decode.d3.loss_mask": 0.9446430146694184, "decode.d3.loss_dice": 1.3556370973587035, "decode.d4.loss_cls": 1.6036557495594024, "decode.d4.loss_mask": 0.9167620182037354, "decode.d4.loss_dice": 1.3460637390613557, "decode.d5.loss_cls": 1.5227758973836898, "decode.d5.loss_mask": 0.9199857622385025, "decode.d5.loss_dice": 1.368125456571579, "decode.d6.loss_cls": 1.551543164253235, "decode.d6.loss_mask": 0.9198420524597168, "decode.d6.loss_dice": 1.3271296679973603, "decode.d7.loss_cls": 1.5801109075546265, "decode.d7.loss_mask": 0.9306192189455033, "decode.d7.loss_dice": 1.360690450668335, "decode.d8.loss_cls": 1.4881259739398955, "decode.d8.loss_mask": 0.9444351613521575, "decode.d8.loss_dice": 1.3832926630973816, "time": 0.49625296592712403, "memory": 6893, "step": 3550}
{"lr": 9.797325395503834e-06, "data_time": 0.0074275493621826175, "grad_norm": 106.5963966369629, "loss": 54.98208465576172, "decode.loss_cls": 1.9194106578826904, "decode.loss_mask": 1.171256947517395, "decode.loss_dice": 2.119833827018738, "decode.d0.loss_cls": 3.6317877054214476, "decode.d0.loss_mask": 1.234797877073288, "decode.d0.loss_dice": 2.3988006353378295, "decode.d1.loss_cls": 2.216639685630798, "decode.d1.loss_mask": 1.181777024269104, "decode.d1.loss_dice": 2.238854682445526, "decode.d2.loss_cls": 2.0746973037719725, "decode.d2.loss_mask": 1.182680356502533, "decode.d2.loss_dice": 2.0949608087539673, "decode.d3.loss_cls": 2.0537876725196837, "decode.d3.loss_mask": 1.1711884140968323, "decode.d3.loss_dice": 2.076920562982559, "decode.d4.loss_cls": 1.9305784583091736, "decode.d4.loss_mask": 1.1584167063236237, "decode.d4.loss_dice": 2.1110976219177244, "decode.d5.loss_cls": 2.042033064365387, "decode.d5.loss_mask": 1.1481995224952697, "decode.d5.loss_dice": 2.091299605369568, "decode.d6.loss_cls": 2.0460243701934813, "decode.d6.loss_mask": 1.159290724992752, "decode.d6.loss_dice": 2.0830912590026855, "decode.d7.loss_cls": 1.9780450344085694, "decode.d7.loss_mask": 1.1560959577560426, "decode.d7.loss_dice": 2.0834752798080443, "decode.d8.loss_cls": 1.9434468388557433, "decode.d8.loss_mask": 1.141747134923935, "decode.d8.loss_dice": 2.141849768161774, "time": 0.4982409715652466, "memory": 6939, "step": 3600}
{"lr": 9.794506426891731e-06, "data_time": 0.007471323013305664, "grad_norm": 101.55386657714844, "loss": 51.77187328338623, "decode.loss_cls": 1.8265243887901306, "decode.loss_mask": 1.1176516354084014, "decode.loss_dice": 1.957908183336258, "decode.d0.loss_cls": 3.5284336686134337, "decode.d0.loss_mask": 1.1382518351078033, "decode.d0.loss_dice": 2.1971443712711336, "decode.d1.loss_cls": 2.3212078124284745, "decode.d1.loss_mask": 1.1697857677936554, "decode.d1.loss_dice": 2.0453713953495027, "decode.d2.loss_cls": 1.9783977389335632, "decode.d2.loss_mask": 1.1453875958919526, "decode.d2.loss_dice": 2.0044018030166626, "decode.d3.loss_cls": 1.9429357588291167, "decode.d3.loss_mask": 1.0860973417758941, "decode.d3.loss_dice": 1.9155619382858275, "decode.d4.loss_cls": 1.8685581475496291, "decode.d4.loss_mask": 1.099685138463974, "decode.d4.loss_dice": 1.9512900710105896, "decode.d5.loss_cls": 1.8073151469230653, "decode.d5.loss_mask": 1.0914771854877472, "decode.d5.loss_dice": 1.9365775048732758, "decode.d6.loss_cls": 1.9036943852901458, "decode.d6.loss_mask": 1.1126472622156143, "decode.d6.loss_dice": 1.8958763301372528, "decode.d7.loss_cls": 1.8355350375175477, "decode.d7.loss_mask": 1.1095164656639098, "decode.d7.loss_dice": 1.9204115688800811, "decode.d8.loss_cls": 1.798531147837639, "decode.d8.loss_mask": 1.0894624292850494, "decode.d8.loss_dice": 1.9762346267700195, "time": 0.49768710136413574, "memory": 6916, "step": 3650}
{"lr": 9.791687368128887e-06, "data_time": 0.007554769515991211, "grad_norm": 94.82801666259766, "loss": 45.631201362609865, "decode.loss_cls": 1.6055726110935211, "decode.loss_mask": 0.957589715719223, "decode.loss_dice": 1.7142605423927306, "decode.d0.loss_cls": 3.153284454345703, "decode.d0.loss_mask": 1.0584472358226775, "decode.d0.loss_dice": 2.0324303448200225, "decode.d1.loss_cls": 1.787475037574768, "decode.d1.loss_mask": 1.0119258344173432, "decode.d1.loss_dice": 1.8041369199752808, "decode.d2.loss_cls": 1.7319226145744324, "decode.d2.loss_mask": 1.0046128273010253, "decode.d2.loss_dice": 1.7684207499027251, "decode.d3.loss_cls": 1.6925668120384216, "decode.d3.loss_mask": 0.9596565663814545, "decode.d3.loss_dice": 1.7231627345085143, "decode.d4.loss_cls": 1.5976851105690002, "decode.d4.loss_mask": 1.00494225025177, "decode.d4.loss_dice": 1.7646486699581145, "decode.d5.loss_cls": 1.6420981287956238, "decode.d5.loss_mask": 0.9563245594501495, "decode.d5.loss_dice": 1.7162427663803101, "decode.d6.loss_cls": 1.6468582570552825, "decode.d6.loss_mask": 0.9681995362043381, "decode.d6.loss_dice": 1.7066490054130554, "decode.d7.loss_cls": 1.5745843946933746, "decode.d7.loss_mask": 0.9729672372341156, "decode.d7.loss_dice": 1.7382913470268249, "decode.d8.loss_cls": 1.6601233184337616, "decode.d8.loss_mask": 0.9535588800907135, "decode.d8.loss_dice": 1.7225616335868836, "time": 0.4949700355529785, "memory": 6928, "step": 3700}
{"lr": 9.788868219183568e-06, "data_time": 0.007439517974853515, "grad_norm": 97.29927444458008, "loss": 50.884107208251955, "decode.loss_cls": 1.669068491458893, "decode.loss_mask": 1.2523064196109772, "decode.loss_dice": 1.859692108631134, "decode.d0.loss_cls": 3.2857017040252687, "decode.d0.loss_mask": 1.272838979959488, "decode.d0.loss_dice": 2.121579146385193, "decode.d1.loss_cls": 1.9298677802085877, "decode.d1.loss_mask": 1.30661179125309, "decode.d1.loss_dice": 2.0156230330467224, "decode.d2.loss_cls": 1.7982238292694093, "decode.d2.loss_mask": 1.3040851533412934, "decode.d2.loss_dice": 1.8945193767547608, "decode.d3.loss_cls": 1.7230823934078217, "decode.d3.loss_mask": 1.2450033128261566, "decode.d3.loss_dice": 1.879125988483429, "decode.d4.loss_cls": 1.6664081454277038, "decode.d4.loss_mask": 1.2651260018348693, "decode.d4.loss_dice": 1.9182709574699401, "decode.d5.loss_cls": 1.6519788920879364, "decode.d5.loss_mask": 1.2994880616664886, "decode.d5.loss_dice": 1.9123698353767395, "decode.d6.loss_cls": 1.6938342988491057, "decode.d6.loss_mask": 1.3080819755792619, "decode.d6.loss_dice": 1.9493996143341064, "decode.d7.loss_cls": 1.6294288218021393, "decode.d7.loss_mask": 1.2884772360324859, "decode.d7.loss_dice": 1.9233988761901855, "decode.d8.loss_cls": 1.6282752633094788, "decode.d8.loss_mask": 1.261553591489792, "decode.d8.loss_dice": 1.9306862115859986, "time": 0.5178165435791016, "memory": 6946, "step": 3750}
{"lr": 9.786048980024039e-06, "data_time": 0.007430529594421387, "grad_norm": 107.23998107910157, "loss": 37.197814559936525, "decode.loss_cls": 1.3036726772785188, "decode.loss_mask": 0.9468908667564392, "decode.loss_dice": 1.176315376162529, "decode.d0.loss_cls": 2.7668094992637635, "decode.d0.loss_mask": 0.9849052608013154, "decode.d0.loss_dice": 1.362653511762619, "decode.d1.loss_cls": 1.5205683290958405, "decode.d1.loss_mask": 1.0274016290903092, "decode.d1.loss_dice": 1.3245272099971772, "decode.d2.loss_cls": 1.3946646690368651, "decode.d2.loss_mask": 1.0224560111761094, "decode.d2.loss_dice": 1.279508501291275, "decode.d3.loss_cls": 1.4298276603221893, "decode.d3.loss_mask": 0.9494463056325912, "decode.d3.loss_dice": 1.2358933866024018, "decode.d4.loss_cls": 1.4065596342086792, "decode.d4.loss_mask": 0.9541862785816193, "decode.d4.loss_dice": 1.2199456453323365, "decode.d5.loss_cls": 1.3495571255683898, "decode.d5.loss_mask": 0.9696233242750167, "decode.d5.loss_dice": 1.1827261745929718, "decode.d6.loss_cls": 1.337927383184433, "decode.d6.loss_mask": 0.9434421360492706, "decode.d6.loss_dice": 1.1728275060653686, "decode.d7.loss_cls": 1.3222536265850067, "decode.d7.loss_mask": 0.9328368842601776, "decode.d7.loss_dice": 1.1777238488197326, "decode.d8.loss_cls": 1.332622915506363, "decode.d8.loss_mask": 0.9484772443771362, "decode.d8.loss_dice": 1.221563571691513, "time": 0.49609785079956054, "memory": 6917, "step": 3800}
{"lr": 9.783229650618537e-06, "data_time": 0.007470393180847168, "grad_norm": 105.30964050292968, "loss": 40.386362648010255, "decode.loss_cls": 1.8244839429855346, "decode.loss_mask": 0.8170996844768524, "decode.loss_dice": 1.2211649537086486, "decode.d0.loss_cls": 2.9391071796417236, "decode.d0.loss_mask": 0.8989208057522774, "decode.d0.loss_dice": 1.4172649264335633, "decode.d1.loss_cls": 1.966769814491272, "decode.d1.loss_mask": 0.8233849316835403, "decode.d1.loss_dice": 1.272343212366104, "decode.d2.loss_cls": 1.9130372524261474, "decode.d2.loss_mask": 0.8233015209436416, "decode.d2.loss_dice": 1.2312104821205139, "decode.d3.loss_cls": 1.840662682056427, "decode.d3.loss_mask": 0.8165415659546852, "decode.d3.loss_dice": 1.1576416969299317, "decode.d4.loss_cls": 1.8803289890289308, "decode.d4.loss_mask": 0.8536564067006112, "decode.d4.loss_dice": 1.188327956199646, "decode.d5.loss_cls": 1.853484308719635, "decode.d5.loss_mask": 0.8111534863710403, "decode.d5.loss_dice": 1.1905763924121857, "decode.d6.loss_cls": 1.8780588030815124, "decode.d6.loss_mask": 0.8257317572832108, "decode.d6.loss_dice": 1.1692095041275024, "decode.d7.loss_cls": 1.8329432010650635, "decode.d7.loss_mask": 0.8469181388616562, "decode.d7.loss_dice": 1.2019696891307832, "decode.d8.loss_cls": 1.8581705570220948, "decode.d8.loss_mask": 0.8265894189476967, "decode.d8.loss_dice": 1.206309086084366, "time": 0.49419283866882324, "memory": 6925, "step": 3850}
{"lr": 9.78041023093528e-06, "data_time": 0.007398223876953125, "grad_norm": 101.2287727355957, "loss": 37.61429615020752, "decode.loss_cls": 1.3872341990470887, "decode.loss_mask": 0.8996583700180054, "decode.loss_dice": 1.2496426582336426, "decode.d0.loss_cls": 2.6238225221633913, "decode.d0.loss_mask": 0.9864882230758667, "decode.d0.loss_dice": 1.4445557653903962, "decode.d1.loss_cls": 1.6700723826885224, "decode.d1.loss_mask": 0.9570260345935822, "decode.d1.loss_dice": 1.3266667485237122, "decode.d2.loss_cls": 1.4554633378982544, "decode.d2.loss_mask": 0.9187545031309128, "decode.d2.loss_dice": 1.2856232523918152, "decode.d3.loss_cls": 1.3873895049095153, "decode.d3.loss_mask": 0.963547483086586, "decode.d3.loss_dice": 1.2736913055181502, "decode.d4.loss_cls": 1.4078108966350555, "decode.d4.loss_mask": 0.9106960654258728, "decode.d4.loss_dice": 1.2559506595134735, "decode.d5.loss_cls": 1.4291686415672302, "decode.d5.loss_mask": 0.8758764624595642, "decode.d5.loss_dice": 1.2407099068164826, "decode.d6.loss_cls": 1.3519876897335052, "decode.d6.loss_mask": 0.895175164937973, "decode.d6.loss_dice": 1.2536636203527451, "decode.d7.loss_cls": 1.437211012840271, "decode.d7.loss_mask": 0.9038982570171357, "decode.d7.loss_dice": 1.2475352853536605, "decode.d8.loss_cls": 1.4616519451141357, "decode.d8.loss_mask": 0.877507546544075, "decode.d8.loss_dice": 1.2358188539743424, "time": 0.4957765579223633, "memory": 6895, "step": 3900}
{"lr": 9.77759072094244e-06, "data_time": 0.007210469245910645, "grad_norm": 97.26126327514649, "loss": 37.9104248046875, "decode.loss_cls": 1.418079674243927, "decode.loss_mask": 0.9308520406484604, "decode.loss_dice": 1.2110990405082702, "decode.d0.loss_cls": 3.087944984436035, "decode.d0.loss_mask": 0.914459627866745, "decode.d0.loss_dice": 1.3847040832042694, "decode.d1.loss_cls": 1.8854902386665344, "decode.d1.loss_mask": 0.9066037654876709, "decode.d1.loss_dice": 1.2630778849124908, "decode.d2.loss_cls": 1.580240160226822, "decode.d2.loss_mask": 0.9023071765899658, "decode.d2.loss_dice": 1.1674579203128814, "decode.d3.loss_cls": 1.4878626823425294, "decode.d3.loss_mask": 0.9097807437181473, "decode.d3.loss_dice": 1.1657348096370697, "decode.d4.loss_cls": 1.5000582218170166, "decode.d4.loss_mask": 0.8975346803665161, "decode.d4.loss_dice": 1.1706768989562988, "decode.d5.loss_cls": 1.445453053712845, "decode.d5.loss_mask": 0.8890578985214234, "decode.d5.loss_dice": 1.1827440798282622, "decode.d6.loss_cls": 1.4090242326259612, "decode.d6.loss_mask": 0.9022645562887192, "decode.d6.loss_dice": 1.1930458486080169, "decode.d7.loss_cls": 1.420613956451416, "decode.d7.loss_mask": 0.9161530554294586, "decode.d7.loss_dice": 1.213606584072113, "decode.d8.loss_cls": 1.452946811914444, "decode.d8.loss_mask": 0.9087695240974426, "decode.d8.loss_dice": 1.192781788110733, "time": 0.49431183338165285, "memory": 6875, "step": 3950}
{"lr": 9.774771120608199e-06, "data_time": 0.007515263557434082, "grad_norm": 106.1977638244629, "loss": 37.036546325683595, "decode.loss_cls": 1.2958881437778473, "decode.loss_mask": 0.884660328924656, "decode.loss_dice": 1.3355176150798798, "decode.d0.loss_cls": 2.780501091480255, "decode.d0.loss_mask": 0.9014584720134735, "decode.d0.loss_dice": 1.5156513899564743, "decode.d1.loss_cls": 1.4255322188138961, "decode.d1.loss_mask": 0.926886522769928, "decode.d1.loss_dice": 1.4277154982089997, "decode.d2.loss_cls": 1.343960675597191, "decode.d2.loss_mask": 0.8711289703845978, "decode.d2.loss_dice": 1.2999503880739212, "decode.d3.loss_cls": 1.3630928158760072, "decode.d3.loss_mask": 0.8776876002550125, "decode.d3.loss_dice": 1.2956187844276428, "decode.d4.loss_cls": 1.3300625801086425, "decode.d4.loss_mask": 0.8707091540098191, "decode.d4.loss_dice": 1.3110490173101426, "decode.d5.loss_cls": 1.2844210684299469, "decode.d5.loss_mask": 0.8859499409794808, "decode.d5.loss_dice": 1.3081729531288147, "decode.d6.loss_cls": 1.3153814554214478, "decode.d6.loss_mask": 0.854973104596138, "decode.d6.loss_dice": 1.3367969214916229, "decode.d7.loss_cls": 1.3300309896469116, "decode.d7.loss_mask": 0.8687924355268478, "decode.d7.loss_dice": 1.292376270890236, "decode.d8.loss_cls": 1.336097353696823, "decode.d8.loss_mask": 0.8602118730545044, "decode.d8.loss_dice": 1.3062706112861633, "time": 0.49576625823974607, "memory": 6900, "step": 4000}
{"lr": 9.7719514299007e-06, "data_time": 0.007554793357849121, "grad_norm": 97.75366134643555, "loss": 50.89575347900391, "decode.loss_cls": 1.788119876384735, "decode.loss_mask": 1.0989284992218018, "decode.loss_dice": 2.005071449279785, "decode.d0.loss_cls": 3.2189400434494018, "decode.d0.loss_mask": 1.1571403324604035, "decode.d0.loss_dice": 2.3089940905570985, "decode.d1.loss_cls": 2.000435101985931, "decode.d1.loss_mask": 1.135612678527832, "decode.d1.loss_dice": 2.1687158226966856, "decode.d2.loss_cls": 1.7972153186798097, "decode.d2.loss_mask": 1.0279759615659714, "decode.d2.loss_dice": 2.026190531253815, "decode.d3.loss_cls": 1.7283443331718444, "decode.d3.loss_mask": 1.1304107427597045, "decode.d3.loss_dice": 1.974269413948059, "decode.d4.loss_cls": 1.7617545485496522, "decode.d4.loss_mask": 1.0842172026634216, "decode.d4.loss_dice": 2.012308967113495, "decode.d5.loss_cls": 1.7027341425418854, "decode.d5.loss_mask": 1.1255361437797546, "decode.d5.loss_dice": 2.0095411062240602, "decode.d6.loss_cls": 1.8500064849853515, "decode.d6.loss_mask": 1.0819356560707092, "decode.d6.loss_dice": 1.9316010355949402, "decode.d7.loss_cls": 1.8902676701545715, "decode.d7.loss_mask": 1.0823876827955246, "decode.d7.loss_dice": 1.9477291464805604, "decode.d8.loss_cls": 1.7939955770969391, "decode.d8.loss_mask": 1.1045724034309388, "decode.d8.loss_dice": 1.9508025646209717, "time": 0.49493091106414794, "memory": 6954, "step": 4050}
{"lr": 9.769131648788072e-06, "data_time": 0.0075470924377441405, "grad_norm": 102.41368408203125, "loss": 42.50592460632324, "decode.loss_cls": 1.5919344305992127, "decode.loss_mask": 0.9249166429042817, "decode.loss_dice": 1.5304608047008514, "decode.d0.loss_cls": 2.9214286327362062, "decode.d0.loss_mask": 1.0109671592712401, "decode.d0.loss_dice": 1.7689737379550934, "decode.d1.loss_cls": 1.7317529439926147, "decode.d1.loss_mask": 1.031181475520134, "decode.d1.loss_dice": 1.6892554044723511, "decode.d2.loss_cls": 1.7103546857833862, "decode.d2.loss_mask": 0.9733126997947693, "decode.d2.loss_dice": 1.562430703639984, "decode.d3.loss_cls": 1.560029101371765, "decode.d3.loss_mask": 0.9417443841695785, "decode.d3.loss_dice": 1.5714989244937896, "decode.d4.loss_cls": 1.5243307411670686, "decode.d4.loss_mask": 0.8967612951993942, "decode.d4.loss_dice": 1.5203406870365144, "decode.d5.loss_cls": 1.5752579629421235, "decode.d5.loss_mask": 0.9381312519311905, "decode.d5.loss_dice": 1.5085952877998352, "decode.d6.loss_cls": 1.583273357152939, "decode.d6.loss_mask": 0.9369736850261688, "decode.d6.loss_dice": 1.4900615096092225, "decode.d7.loss_cls": 1.5709384202957153, "decode.d7.loss_mask": 0.901054510474205, "decode.d7.loss_dice": 1.5113020896911622, "decode.d8.loss_cls": 1.6228991448879242, "decode.d8.loss_mask": 0.9250585287809372, "decode.d8.loss_dice": 1.4807052969932557, "time": 0.49826502799987793, "memory": 6909, "step": 4100}
{"lr": 9.766311777238424e-06, "data_time": 0.007477021217346192, "grad_norm": 91.32409973144532, "loss": 33.35953903198242, "decode.loss_cls": 1.2787542760372161, "decode.loss_mask": 0.8517489999532699, "decode.loss_dice": 0.9888120710849762, "decode.d0.loss_cls": 2.809374189376831, "decode.d0.loss_mask": 1.010584682226181, "decode.d0.loss_dice": 1.2355217278003692, "decode.d1.loss_cls": 1.4766048192977905, "decode.d1.loss_mask": 0.9108458310365677, "decode.d1.loss_dice": 1.1387698769569397, "decode.d2.loss_cls": 1.2950560450553894, "decode.d2.loss_mask": 0.8489622563123703, "decode.d2.loss_dice": 1.0612908363342286, "decode.d3.loss_cls": 1.223424392938614, "decode.d3.loss_mask": 0.8850504130125045, "decode.d3.loss_dice": 1.011971551179886, "decode.d4.loss_cls": 1.2111368477344513, "decode.d4.loss_mask": 0.8657491058111191, "decode.d4.loss_dice": 1.0123116075992584, "decode.d5.loss_cls": 1.2272233664989471, "decode.d5.loss_mask": 0.8370487838983536, "decode.d5.loss_dice": 0.9858545064926147, "decode.d6.loss_cls": 1.2070973813533783, "decode.d6.loss_mask": 0.8682103753089905, "decode.d6.loss_dice": 0.9923252463340759, "decode.d7.loss_cls": 1.1731939733028411, "decode.d7.loss_mask": 0.8480086147785186, "decode.d7.loss_dice": 1.0054540276527404, "decode.d8.loss_cls": 1.2319517850875854, "decode.d8.loss_mask": 0.8660398483276367, "decode.d8.loss_dice": 1.0011616110801698, "time": 0.4943187713623047, "memory": 6925, "step": 4150}
{"lr": 9.76349181521983e-06, "data_time": 0.007453131675720215, "grad_norm": 103.58720092773437, "loss": 40.577721214294435, "decode.loss_cls": 1.6592061638832092, "decode.loss_mask": 0.8663862407207489, "decode.loss_dice": 1.335925829410553, "decode.d0.loss_cls": 2.9891597747802736, "decode.d0.loss_mask": 0.8820215284824371, "decode.d0.loss_dice": 1.5577742993831634, "decode.d1.loss_cls": 1.6963041126728058, "decode.d1.loss_mask": 0.8924477219581604, "decode.d1.loss_dice": 1.4478797733783721, "decode.d2.loss_cls": 1.5937562942504884, "decode.d2.loss_mask": 0.8824148118495941, "decode.d2.loss_dice": 1.4245248675346374, "decode.d3.loss_cls": 1.587820589542389, "decode.d3.loss_mask": 0.8688965380191803, "decode.d3.loss_dice": 1.409646862745285, "decode.d4.loss_cls": 1.6376151025295258, "decode.d4.loss_mask": 0.8353634238243103, "decode.d4.loss_dice": 1.3865136325359344, "decode.d5.loss_cls": 1.6589988708496093, "decode.d5.loss_mask": 0.8329012751579284, "decode.d5.loss_dice": 1.3883159279823303, "decode.d6.loss_cls": 1.649774158000946, "decode.d6.loss_mask": 0.8459348410367966, "decode.d6.loss_dice": 1.3764587759971618, "decode.d7.loss_cls": 1.6254421889781951, "decode.d7.loss_mask": 0.8592029094696045, "decode.d7.loss_dice": 1.401461625099182, "decode.d8.loss_cls": 1.7134041965007782, "decode.d8.loss_mask": 0.8694463431835174, "decode.d8.loss_dice": 1.4027229249477386, "time": 0.4956616163253784, "memory": 6909, "step": 4200}
{"lr": 9.76067176270036e-06, "data_time": 0.007546758651733399, "grad_norm": 91.41492614746093, "loss": 34.57854118347168, "decode.loss_cls": 1.3376341819763184, "decode.loss_mask": 0.793462660908699, "decode.loss_dice": 1.1567410111427308, "decode.d0.loss_cls": 2.7440315008163454, "decode.d0.loss_mask": 0.8250804990530014, "decode.d0.loss_dice": 1.3262886971235275, "decode.d1.loss_cls": 1.57616126537323, "decode.d1.loss_mask": 0.8412103980779648, "decode.d1.loss_dice": 1.2020491182804107, "decode.d2.loss_cls": 1.4238156020641326, "decode.d2.loss_mask": 0.8303464263677597, "decode.d2.loss_dice": 1.1500978648662568, "decode.d3.loss_cls": 1.3712261885404586, "decode.d3.loss_mask": 0.8026356011629104, "decode.d3.loss_dice": 1.1492614060640336, "decode.d4.loss_cls": 1.3242612659931183, "decode.d4.loss_mask": 0.8109387874603271, "decode.d4.loss_dice": 1.1479049056768418, "decode.d5.loss_cls": 1.2827874422073364, "decode.d5.loss_mask": 0.8099349319934845, "decode.d5.loss_dice": 1.1306160718202591, "decode.d6.loss_cls": 1.2987501323223114, "decode.d6.loss_mask": 0.7613886713981628, "decode.d6.loss_dice": 1.116432335972786, "decode.d7.loss_cls": 1.2599360644817352, "decode.d7.loss_mask": 0.7826896578073501, "decode.d7.loss_dice": 1.1284474372863769, "decode.d8.loss_cls": 1.2955547273159027, "decode.d8.loss_mask": 0.7983729600906372, "decode.d8.loss_dice": 1.1004824936389923, "time": 0.4944602012634277, "memory": 6899, "step": 4250}
{"lr": 9.757851619648055e-06, "data_time": 0.007565212249755859, "grad_norm": 97.59930648803712, "loss": 43.26190185546875, "decode.loss_cls": 1.4812284290790558, "decode.loss_mask": 1.0854750007390976, "decode.loss_dice": 1.5539186716079711, "decode.d0.loss_cls": 2.9812387943267824, "decode.d0.loss_mask": 1.0236415535211563, "decode.d0.loss_dice": 1.834013867378235, "decode.d1.loss_cls": 1.748540598154068, "decode.d1.loss_mask": 1.0886458724737167, "decode.d1.loss_dice": 1.6948490262031555, "decode.d2.loss_cls": 1.534016990661621, "decode.d2.loss_mask": 1.0997906357049942, "decode.d2.loss_dice": 1.588472831249237, "decode.d3.loss_cls": 1.5947202503681184, "decode.d3.loss_mask": 1.0432110100984573, "decode.d3.loss_dice": 1.5244325876235962, "decode.d4.loss_cls": 1.6100943684577942, "decode.d4.loss_mask": 1.0308763295412064, "decode.d4.loss_dice": 1.4927999317646026, "decode.d5.loss_cls": 1.5358026564121245, "decode.d5.loss_mask": 1.0762775748968125, "decode.d5.loss_dice": 1.5142979443073272, "decode.d6.loss_cls": 1.45264630317688, "decode.d6.loss_mask": 1.0571785867214203, "decode.d6.loss_dice": 1.5110540509223938, "decode.d7.loss_cls": 1.427166187763214, "decode.d7.loss_mask": 1.0390783637762069, "decode.d7.loss_dice": 1.5136959373950958, "decode.d8.loss_cls": 1.4788137257099152, "decode.d8.loss_mask": 1.1032582104206086, "decode.d8.loss_dice": 1.5426658689975739, "time": 0.5231798887252808, "memory": 6902, "step": 4300}
{"lr": 9.755031386030933e-06, "data_time": 0.007238650321960449, "grad_norm": 102.1911605834961, "loss": 39.33401050567627, "decode.loss_cls": 1.355772614479065, "decode.loss_mask": 0.960486501455307, "decode.loss_dice": 1.374377304315567, "decode.d0.loss_cls": 2.8223840594291687, "decode.d0.loss_mask": 1.0292621970176696, "decode.d0.loss_dice": 1.5461229026317596, "decode.d1.loss_cls": 1.6726896107196807, "decode.d1.loss_mask": 0.9887142717838288, "decode.d1.loss_dice": 1.444769424200058, "decode.d2.loss_cls": 1.473808467388153, "decode.d2.loss_mask": 0.9646919876337051, "decode.d2.loss_dice": 1.3793992042541503, "decode.d3.loss_cls": 1.4067964851856232, "decode.d3.loss_mask": 0.9608228206634521, "decode.d3.loss_dice": 1.3886466860771178, "decode.d4.loss_cls": 1.3710195422172546, "decode.d4.loss_mask": 0.9720628738403321, "decode.d4.loss_dice": 1.3739974319934845, "decode.d5.loss_cls": 1.322552901506424, "decode.d5.loss_mask": 0.9688798010349273, "decode.d5.loss_dice": 1.4096061646938325, "decode.d6.loss_cls": 1.336381095647812, "decode.d6.loss_mask": 0.9856897294521332, "decode.d6.loss_dice": 1.4286046147346496, "decode.d7.loss_cls": 1.3284513294696807, "decode.d7.loss_mask": 0.9734431624412536, "decode.d7.loss_dice": 1.39367333650589, "decode.d8.loss_cls": 1.3949300289154052, "decode.d8.loss_mask": 0.9426006257534028, "decode.d8.loss_dice": 1.363374799489975, "time": 0.4998988151550293, "memory": 6975, "step": 4350}
{"lr": 9.752211061817e-06, "data_time": 0.0072239160537719725, "grad_norm": 95.52920761108399, "loss": 38.08992385864258, "decode.loss_cls": 1.523518866300583, "decode.loss_mask": 0.8399369090795517, "decode.loss_dice": 1.352964699268341, "decode.d0.loss_cls": 2.646774911880493, "decode.d0.loss_mask": 0.9521761536598206, "decode.d0.loss_dice": 1.5278731554746627, "decode.d1.loss_cls": 1.6327306807041169, "decode.d1.loss_mask": 0.8545528680086136, "decode.d1.loss_dice": 1.3447664350271225, "decode.d2.loss_cls": 1.4163439571857452, "decode.d2.loss_mask": 0.9153577238321304, "decode.d2.loss_dice": 1.345410516858101, "decode.d3.loss_cls": 1.388247114419937, "decode.d3.loss_mask": 0.8825076654553413, "decode.d3.loss_dice": 1.3038517534732819, "decode.d4.loss_cls": 1.414858078956604, "decode.d4.loss_mask": 0.9099139094352722, "decode.d4.loss_dice": 1.2988994628190995, "decode.d5.loss_cls": 1.4371707260608673, "decode.d5.loss_mask": 0.8941660284996032, "decode.d5.loss_dice": 1.3561767309904098, "decode.d6.loss_cls": 1.4423616230487823, "decode.d6.loss_mask": 0.8554805234074593, "decode.d6.loss_dice": 1.3128570586442947, "decode.d7.loss_cls": 1.4672247111797332, "decode.d7.loss_mask": 0.8525142163038254, "decode.d7.loss_dice": 1.3165810137987137, "decode.d8.loss_cls": 1.4263197183609009, "decode.d8.loss_mask": 0.8679901659488678, "decode.d8.loss_dice": 1.3103959262371063, "time": 0.4990560054779053, "memory": 6938, "step": 4400}
{"lr": 9.749390646974219e-06, "data_time": 0.007330989837646485, "grad_norm": 94.98167877197265, "loss": 40.43791599273682, "decode.loss_cls": 1.5592731595039369, "decode.loss_mask": 0.998848682641983, "decode.loss_dice": 1.4071225345134735, "decode.d0.loss_cls": 2.8362961053848266, "decode.d0.loss_mask": 1.0193633079528808, "decode.d0.loss_dice": 1.618025803565979, "decode.d1.loss_cls": 1.6388651907444, "decode.d1.loss_mask": 1.0109452724456787, "decode.d1.loss_dice": 1.4724539160728454, "decode.d2.loss_cls": 1.4896399140357972, "decode.d2.loss_mask": 1.0274234175682069, "decode.d2.loss_dice": 1.4257332146167756, "decode.d3.loss_cls": 1.4839202404022216, "decode.d3.loss_mask": 0.966372475028038, "decode.d3.loss_dice": 1.3865739285945893, "decode.d4.loss_cls": 1.4937073707580566, "decode.d4.loss_mask": 0.9810541540384292, "decode.d4.loss_dice": 1.387028044462204, "decode.d5.loss_cls": 1.4677228927612305, "decode.d5.loss_mask": 0.9903049975633621, "decode.d5.loss_dice": 1.3858362793922425, "decode.d6.loss_cls": 1.4311326146125793, "decode.d6.loss_mask": 0.9972954899072647, "decode.d6.loss_dice": 1.3699270486831665, "decode.d7.loss_cls": 1.4042036056518554, "decode.d7.loss_mask": 0.9932137668132782, "decode.d7.loss_dice": 1.3561428010463714, "decode.d8.loss_cls": 1.4819561958312988, "decode.d8.loss_mask": 0.9902131497859955, "decode.d8.loss_dice": 1.3673188626766204, "time": 0.4979515790939331, "memory": 6937, "step": 4450}
{"lr": 9.746570141470547e-06, "data_time": 0.007416820526123047, "grad_norm": 110.97201461791992, "loss": 47.59317855834961, "decode.loss_cls": 1.6549694329500197, "decode.loss_mask": 1.1540423333644867, "decode.loss_dice": 1.7552867352962493, "decode.d0.loss_cls": 3.092841589450836, "decode.d0.loss_mask": 1.1852832734584808, "decode.d0.loss_dice": 1.9749843180179596, "decode.d1.loss_cls": 1.8337546586990356, "decode.d1.loss_mask": 1.1403766572475433, "decode.d1.loss_dice": 1.8247506201267243, "decode.d2.loss_cls": 1.6969211280345917, "decode.d2.loss_mask": 1.0624454021453857, "decode.d2.loss_dice": 1.7673220038414001, "decode.d3.loss_cls": 1.6588803827762604, "decode.d3.loss_mask": 1.1160180807113647, "decode.d3.loss_dice": 1.7821378052234649, "decode.d4.loss_cls": 1.6932411193847656, "decode.d4.loss_mask": 1.0924778997898101, "decode.d4.loss_dice": 1.791555780172348, "decode.d5.loss_cls": 1.5841487526893616, "decode.d5.loss_mask": 1.1933394610881805, "decode.d5.loss_dice": 1.7904910504817964, "decode.d6.loss_cls": 1.6005597174167634, "decode.d6.loss_mask": 1.1670404136180879, "decode.d6.loss_dice": 1.8024480611085891, "decode.d7.loss_cls": 1.6459627509117127, "decode.d7.loss_mask": 1.1279547393321991, "decode.d7.loss_dice": 1.7723367154598235, "decode.d8.loss_cls": 1.58202665746212, "decode.d8.loss_mask": 1.2001522183418274, "decode.d8.loss_dice": 1.8494274139404296, "time": 0.49885001182556155, "memory": 6937, "step": 4500}
{"lr": 9.743749545273941e-06, "data_time": 0.007432484626770019, "grad_norm": 109.17095565795898, "loss": 46.072913360595706, "decode.loss_cls": 1.7027069330215454, "decode.loss_mask": 0.9010009765625, "decode.loss_dice": 1.7138147830963135, "decode.d0.loss_cls": 3.104282593727112, "decode.d0.loss_mask": 1.0146569848060607, "decode.d0.loss_dice": 1.9741776585578918, "decode.d1.loss_cls": 2.0076438546180726, "decode.d1.loss_mask": 0.9686953127384186, "decode.d1.loss_dice": 1.7998194873332978, "decode.d2.loss_cls": 1.7383120626211166, "decode.d2.loss_mask": 0.9595104157924652, "decode.d2.loss_dice": 1.812786155939102, "decode.d3.loss_cls": 1.7332992553710938, "decode.d3.loss_mask": 0.9097444653511048, "decode.d3.loss_dice": 1.7729241728782654, "decode.d4.loss_cls": 1.6820857614278792, "decode.d4.loss_mask": 0.9115329027175904, "decode.d4.loss_dice": 1.7746973633766174, "decode.d5.loss_cls": 1.6428069680929185, "decode.d5.loss_mask": 0.9520071029663086, "decode.d5.loss_dice": 1.7910961508750916, "decode.d6.loss_cls": 1.6721069008111953, "decode.d6.loss_mask": 0.9388211846351624, "decode.d6.loss_dice": 1.758658266067505, "decode.d7.loss_cls": 1.6917216360569, "decode.d7.loss_mask": 0.9128387868404388, "decode.d7.loss_dice": 1.7962180972099304, "decode.d8.loss_cls": 1.705947744846344, "decode.d8.loss_mask": 0.931654417514801, "decode.d8.loss_dice": 1.7973448038101196, "time": 0.49549365043640137, "memory": 6941, "step": 4550}
{"lr": 9.740928858352276e-06, "data_time": 0.00756993293762207, "grad_norm": 101.20964813232422, "loss": 28.763446712493895, "decode.loss_cls": 1.1089331686496735, "decode.loss_mask": 0.6428189560770988, "decode.loss_dice": 0.9325604766607285, "decode.d0.loss_cls": 2.5681678652763367, "decode.d0.loss_mask": 0.6406451523303985, "decode.d0.loss_dice": 1.1270893275737763, "decode.d1.loss_cls": 1.2715328902006149, "decode.d1.loss_mask": 0.6660367697477341, "decode.d1.loss_dice": 1.0722391247749328, "decode.d2.loss_cls": 1.1538563787937164, "decode.d2.loss_mask": 0.6718951001763344, "decode.d2.loss_dice": 1.0077903240919113, "decode.d3.loss_cls": 1.0287883579730988, "decode.d3.loss_mask": 0.6521131202578545, "decode.d3.loss_dice": 0.9800239086151123, "decode.d4.loss_cls": 1.0332882165908814, "decode.d4.loss_mask": 0.6275804936885834, "decode.d4.loss_dice": 0.9645256131887436, "decode.d5.loss_cls": 1.0712856769561767, "decode.d5.loss_mask": 0.6589296385645866, "decode.d5.loss_dice": 0.9249585866928101, "decode.d6.loss_cls": 1.0396630823612214, "decode.d6.loss_mask": 0.6513601884245872, "decode.d6.loss_dice": 0.9141510367393494, "decode.d7.loss_cls": 1.0655840992927552, "decode.d7.loss_mask": 0.6248701691627503, "decode.d7.loss_dice": 0.9349075525999069, "decode.d8.loss_cls": 1.103159338235855, "decode.d8.loss_mask": 0.641009259223938, "decode.d8.loss_dice": 0.983682268857956, "time": 0.4925833702087402, "memory": 6936, "step": 4600}
{"lr": 9.738108080673448e-06, "data_time": 0.00718221664428711, "grad_norm": 104.86467514038085, "loss": 35.982215309143065, "decode.loss_cls": 1.356071025133133, "decode.loss_mask": 0.8287931740283966, "decode.loss_dice": 1.2111075818538666, "decode.d0.loss_cls": 2.5790939688682557, "decode.d0.loss_mask": 0.8863538801670074, "decode.d0.loss_dice": 1.4406131088733674, "decode.d1.loss_cls": 1.529579085111618, "decode.d1.loss_mask": 0.8113543957471847, "decode.d1.loss_dice": 1.2961775422096253, "decode.d2.loss_cls": 1.3673663288354874, "decode.d2.loss_mask": 0.8522487074136734, "decode.d2.loss_dice": 1.2936995565891265, "decode.d3.loss_cls": 1.346572607755661, "decode.d3.loss_mask": 0.809132319688797, "decode.d3.loss_dice": 1.2273224771022797, "decode.d4.loss_cls": 1.2858812361955643, "decode.d4.loss_mask": 0.8550104469060897, "decode.d4.loss_dice": 1.279025274515152, "decode.d5.loss_cls": 1.2185597270727158, "decode.d5.loss_mask": 0.8858382076025009, "decode.d5.loss_dice": 1.2681806147098542, "decode.d6.loss_cls": 1.3237077981233596, "decode.d6.loss_mask": 0.8747282028198242, "decode.d6.loss_dice": 1.2725688457489013, "decode.d7.loss_cls": 1.3890116423368455, "decode.d7.loss_mask": 0.8296069175004959, "decode.d7.loss_dice": 1.2434411466121673, "decode.d8.loss_cls": 1.3555558919906616, "decode.d8.loss_mask": 0.8368398666381835, "decode.d8.loss_dice": 1.2287744402885437, "time": 0.4944246053695679, "memory": 6909, "step": 4650}
{"lr": 9.735287212205339e-06, "data_time": 0.007518196105957031, "grad_norm": 107.50127792358398, "loss": 33.37896041870117, "decode.loss_cls": 1.293258547782898, "decode.loss_mask": 0.793032094836235, "decode.loss_dice": 1.05532605946064, "decode.d0.loss_cls": 2.6297719717025756, "decode.d0.loss_mask": 0.8595001012086868, "decode.d0.loss_dice": 1.2425042629241942, "decode.d1.loss_cls": 1.4738412022590637, "decode.d1.loss_mask": 0.8063485503196717, "decode.d1.loss_dice": 1.1307192862033844, "decode.d2.loss_cls": 1.3071335911750794, "decode.d2.loss_mask": 0.8341676205396652, "decode.d2.loss_dice": 1.1286589741706847, "decode.d3.loss_cls": 1.2920004665851592, "decode.d3.loss_mask": 0.8178974688053131, "decode.d3.loss_dice": 1.0436293303966522, "decode.d4.loss_cls": 1.2658105850219727, "decode.d4.loss_mask": 0.8157195314764977, "decode.d4.loss_dice": 1.0474167227745057, "decode.d5.loss_cls": 1.2888178020715713, "decode.d5.loss_mask": 0.8255542531609535, "decode.d5.loss_dice": 1.0772871553897858, "decode.d6.loss_cls": 1.2764814257621766, "decode.d6.loss_mask": 0.813661852478981, "decode.d6.loss_dice": 1.050099903345108, "decode.d7.loss_cls": 1.2606342643499375, "decode.d7.loss_mask": 0.80273507386446, "decode.d7.loss_dice": 1.0549154430627823, "decode.d8.loss_cls": 1.2633537471294403, "decode.d8.loss_mask": 0.7860509634017945, "decode.d8.loss_dice": 1.0426311105489732, "time": 0.4947622299194336, "memory": 6929, "step": 4700}
{"lr": 9.732466252915784e-06, "data_time": 0.007470536231994629, "grad_norm": 103.35744400024414, "loss": 42.17816219329834, "decode.loss_cls": 1.4266840934753418, "decode.loss_mask": 0.9944090247154236, "decode.loss_dice": 1.5831206738948822, "decode.d0.loss_cls": 2.943907928466797, "decode.d0.loss_mask": 1.0303745508193969, "decode.d0.loss_dice": 1.7479650139808656, "decode.d1.loss_cls": 1.5520483195781707, "decode.d1.loss_mask": 1.0460698127746582, "decode.d1.loss_dice": 1.70835343003273, "decode.d2.loss_cls": 1.384209966659546, "decode.d2.loss_mask": 1.0318308413028716, "decode.d2.loss_dice": 1.6844991505146027, "decode.d3.loss_cls": 1.4413275241851806, "decode.d3.loss_mask": 0.9912448465824127, "decode.d3.loss_dice": 1.603214645385742, "decode.d4.loss_cls": 1.416559910774231, "decode.d4.loss_mask": 1.0133201241493226, "decode.d4.loss_dice": 1.5912992179393768, "decode.d5.loss_cls": 1.4254177957773209, "decode.d5.loss_mask": 0.9852552235126495, "decode.d5.loss_dice": 1.5597305357456208, "decode.d6.loss_cls": 1.432151687145233, "decode.d6.loss_mask": 1.0088249146938324, "decode.d6.loss_dice": 1.5448480427265168, "decode.d7.loss_cls": 1.4270253777503967, "decode.d7.loss_mask": 0.9937358856201172, "decode.d7.loss_dice": 1.5492385625839233, "decode.d8.loss_cls": 1.4604159712791442, "decode.d8.loss_mask": 0.993946373462677, "decode.d8.loss_dice": 1.607134461402893, "time": 0.4940196514129639, "memory": 6936, "step": 4750}
{"lr": 9.729645202772622e-06, "data_time": 0.007527470588684082, "grad_norm": 100.2782081604004, "loss": 48.88848705291748, "decode.loss_cls": 1.7809828400611878, "decode.loss_mask": 1.1837198793888093, "decode.loss_dice": 1.7200048565864563, "decode.d0.loss_cls": 3.3835903644561767, "decode.d0.loss_mask": 1.082348257303238, "decode.d0.loss_dice": 1.9374260783195496, "decode.d1.loss_cls": 2.157254946231842, "decode.d1.loss_mask": 1.1877127140760422, "decode.d1.loss_dice": 1.869704294204712, "decode.d2.loss_cls": 1.841539704799652, "decode.d2.loss_mask": 1.1809417605400085, "decode.d2.loss_dice": 1.7528667271137237, "decode.d3.loss_cls": 1.851300096511841, "decode.d3.loss_mask": 1.1613472074270248, "decode.d3.loss_dice": 1.664926952123642, "decode.d4.loss_cls": 1.7950141191482545, "decode.d4.loss_mask": 1.1871195256710052, "decode.d4.loss_dice": 1.6528265655040741, "decode.d5.loss_cls": 1.8304858684539795, "decode.d5.loss_mask": 1.1564812541007996, "decode.d5.loss_dice": 1.6562505662441254, "decode.d6.loss_cls": 1.6977952599525452, "decode.d6.loss_mask": 1.196674194931984, "decode.d6.loss_dice": 1.6808944463729858, "decode.d7.loss_cls": 1.7018077373504639, "decode.d7.loss_mask": 1.1567604780197143, "decode.d7.loss_dice": 1.7080166637897491, "decode.d8.loss_cls": 1.8170629382133483, "decode.d8.loss_mask": 1.157426306605339, "decode.d8.loss_dice": 1.7382051050662994, "time": 0.49297566413879396, "memory": 6978, "step": 4800}
{"lr": 9.726824061743647e-06, "data_time": 0.007383108139038086, "grad_norm": 108.73153305053711, "loss": 39.90322208404541, "decode.loss_cls": 1.4787029445171356, "decode.loss_mask": 0.938738203048706, "decode.loss_dice": 1.4001604795455933, "decode.d0.loss_cls": 3.0990735292434692, "decode.d0.loss_mask": 1.00250386595726, "decode.d0.loss_dice": 1.5929140090942382, "decode.d1.loss_cls": 1.7277325630187987, "decode.d1.loss_mask": 0.9453733623027801, "decode.d1.loss_dice": 1.4416002869606017, "decode.d2.loss_cls": 1.5035318613052369, "decode.d2.loss_mask": 0.9421567440032959, "decode.d2.loss_dice": 1.3655269384384154, "decode.d3.loss_cls": 1.4288699150085449, "decode.d3.loss_mask": 0.9415544778108597, "decode.d3.loss_dice": 1.3745392441749573, "decode.d4.loss_cls": 1.4789116263389588, "decode.d4.loss_mask": 0.9072529643774032, "decode.d4.loss_dice": 1.34155832529068, "decode.d5.loss_cls": 1.495319241285324, "decode.d5.loss_mask": 0.9049238681793212, "decode.d5.loss_dice": 1.3391682028770446, "decode.d6.loss_cls": 1.5259560525417328, "decode.d6.loss_mask": 0.9328300893306732, "decode.d6.loss_dice": 1.3250322759151458, "decode.d7.loss_cls": 1.4426823258399963, "decode.d7.loss_mask": 0.9122886180877685, "decode.d7.loss_dice": 1.3443062365055085, "decode.d8.loss_cls": 1.4665843009948731, "decode.d8.loss_mask": 0.9467700600624085, "decode.d8.loss_dice": 1.356661319732666, "time": 0.4947300910949707, "memory": 6939, "step": 4850}
{"lr": 9.724002829796639e-06, "data_time": 0.007453203201293945, "grad_norm": 107.86965866088867, "loss": 43.44017658233643, "decode.loss_cls": 1.5232457160949706, "decode.loss_mask": 1.129536896944046, "decode.loss_dice": 1.468891090154648, "decode.d0.loss_cls": 2.987003207206726, "decode.d0.loss_mask": 1.0612401366233826, "decode.d0.loss_dice": 1.726100742816925, "decode.d1.loss_cls": 1.7473368763923645, "decode.d1.loss_mask": 1.1048236191272736, "decode.d1.loss_dice": 1.5482961356639862, "decode.d2.loss_cls": 1.6652463555336, "decode.d2.loss_mask": 1.1414902716875077, "decode.d2.loss_dice": 1.5282120406627655, "decode.d3.loss_cls": 1.6345174252986907, "decode.d3.loss_mask": 1.1438600152730942, "decode.d3.loss_dice": 1.4731800258159637, "decode.d4.loss_cls": 1.5234441816806794, "decode.d4.loss_mask": 1.1229879438877106, "decode.d4.loss_dice": 1.507937055826187, "decode.d5.loss_cls": 1.5071915149688722, "decode.d5.loss_mask": 1.1804493904113769, "decode.d5.loss_dice": 1.51937575340271, "decode.d6.loss_cls": 1.472233247756958, "decode.d6.loss_mask": 1.1400480628013612, "decode.d6.loss_dice": 1.4514144122600556, "decode.d7.loss_cls": 1.490381920337677, "decode.d7.loss_mask": 1.1474650084972382, "decode.d7.loss_dice": 1.4653725564479827, "decode.d8.loss_cls": 1.3760475814342499, "decode.d8.loss_mask": 1.1692945390939713, "decode.d8.loss_dice": 1.4835516214370728, "time": 0.4965590715408325, "memory": 6996, "step": 4900}
{"lr": 9.721181506899358e-06, "data_time": 0.0075731992721557615, "grad_norm": 100.63701934814453, "loss": 31.735849618911743, "decode.loss_cls": 1.1017011523246765, "decode.loss_mask": 0.8109992787241935, "decode.loss_dice": 0.9816429287195205, "decode.d0.loss_cls": 2.6413832783699034, "decode.d0.loss_mask": 0.8313191711902619, "decode.d0.loss_dice": 1.2192180380225182, "decode.d1.loss_cls": 1.3530047357082366, "decode.d1.loss_mask": 0.8140860542654991, "decode.d1.loss_dice": 1.0858727551996707, "decode.d2.loss_cls": 1.1927784085273743, "decode.d2.loss_mask": 0.804393245279789, "decode.d2.loss_dice": 1.017786768078804, "decode.d3.loss_cls": 1.1662455335259438, "decode.d3.loss_mask": 0.8212733432650566, "decode.d3.loss_dice": 1.0206822022795676, "decode.d4.loss_cls": 1.120234063267708, "decode.d4.loss_mask": 0.8193786069750786, "decode.d4.loss_dice": 1.0330005623400211, "decode.d5.loss_cls": 1.146329391002655, "decode.d5.loss_mask": 0.8156464606523514, "decode.d5.loss_dice": 1.0353729210793972, "decode.d6.loss_cls": 1.1735883250832557, "decode.d6.loss_mask": 0.7993803039193154, "decode.d6.loss_dice": 0.9881702400743961, "decode.d7.loss_cls": 1.0954478681087494, "decode.d7.loss_mask": 0.8122896760702133, "decode.d7.loss_dice": 1.0280370436608792, "decode.d8.loss_cls": 1.0971579432487488, "decode.d8.loss_mask": 0.8823425203561783, "decode.d8.loss_dice": 1.0270848408341409, "time": 0.49484035968780515, "memory": 6930, "step": 4950}
{"lr": 9.718360093019543e-06, "data_time": 0.007221674919128418, "grad_norm": 89.8893798828125, "loss": 37.83897037506104, "decode.loss_cls": 1.5274363815784455, "decode.loss_mask": 0.8400656580924988, "decode.loss_dice": 1.2297583162784576, "decode.d0.loss_cls": 2.710572898387909, "decode.d0.loss_mask": 0.8851805835962295, "decode.d0.loss_dice": 1.4846365213394166, "decode.d1.loss_cls": 1.5140633285045624, "decode.d1.loss_mask": 0.9119438588619232, "decode.d1.loss_dice": 1.4184953987598419, "decode.d2.loss_cls": 1.475915515422821, "decode.d2.loss_mask": 0.912309056520462, "decode.d2.loss_dice": 1.3173654139041902, "decode.d3.loss_cls": 1.359288039803505, "decode.d3.loss_mask": 0.9016825437545777, "decode.d3.loss_dice": 1.2814369797706604, "decode.d4.loss_cls": 1.39052694439888, "decode.d4.loss_mask": 0.8921664774417877, "decode.d4.loss_dice": 1.3253661930561065, "decode.d5.loss_cls": 1.461232304573059, "decode.d5.loss_mask": 0.8813493490219116, "decode.d5.loss_dice": 1.27363064289093, "decode.d6.loss_cls": 1.4432450741529466, "decode.d6.loss_mask": 0.9064635574817658, "decode.d6.loss_dice": 1.2618437647819518, "decode.d7.loss_cls": 1.4699441492557526, "decode.d7.loss_mask": 0.8897718876600266, "decode.d7.loss_dice": 1.2899943590164185, "decode.d8.loss_cls": 1.4740572154521943, "decode.d8.loss_mask": 0.8309375673532486, "decode.d8.loss_dice": 1.2782907128334045, "time": 0.4961970090866089, "memory": 6906, "step": 5000}
{"aAcc": 77.78, "mIoU": 33.98, "mAcc": 45.73, "data_time": 0.00380788516998291, "time": 3.2364545907974245, "step": 5000}
{"lr": 9.715538588124907e-06, "data_time": 0.009095859527587891, "grad_norm": 98.95336608886718, "loss": 46.159251022338864, "decode.loss_cls": 1.8405179977416992, "decode.loss_mask": 1.0191322088241577, "decode.loss_dice": 1.614961075782776, "decode.d0.loss_cls": 3.0386192321777346, "decode.d0.loss_mask": 1.0766650021076203, "decode.d0.loss_dice": 1.8328647077083589, "decode.d1.loss_cls": 1.874747133255005, "decode.d1.loss_mask": 1.0709523200988769, "decode.d1.loss_dice": 1.7737254083156586, "decode.d2.loss_cls": 1.8503432512283324, "decode.d2.loss_mask": 1.0447391986846923, "decode.d2.loss_dice": 1.6569544851779938, "decode.d3.loss_cls": 1.7216584086418152, "decode.d3.loss_mask": 1.0197616279125215, "decode.d3.loss_dice": 1.5925987482070922, "decode.d4.loss_cls": 1.7468275785446168, "decode.d4.loss_mask": 1.0074283063411713, "decode.d4.loss_dice": 1.6606754958629608, "decode.d5.loss_cls": 1.7694004774093628, "decode.d5.loss_mask": 0.9777766525745392, "decode.d5.loss_dice": 1.6493870437145233, "decode.d6.loss_cls": 1.8559980869293213, "decode.d6.loss_mask": 0.9666273832321167, "decode.d6.loss_dice": 1.6201933026313782, "decode.d7.loss_cls": 1.8063203692436218, "decode.d7.loss_mask": 1.0028841137886046, "decode.d7.loss_dice": 1.598913663625717, "decode.d8.loss_cls": 1.7865189552307128, "decode.d8.loss_mask": 1.0270969152450562, "decode.d8.loss_dice": 1.6549624145030974, "time": 0.5290538549423218, "memory": 7275, "step": 5050}
{"lr": 9.712716992183149e-06, "data_time": 0.008960676193237305, "grad_norm": 94.7865203857422, "loss": 40.228095626831056, "decode.loss_cls": 1.5668092370033264, "decode.loss_mask": 0.891870629787445, "decode.loss_dice": 1.403903466463089, "decode.d0.loss_cls": 2.929038238525391, "decode.d0.loss_mask": 0.9269287943840027, "decode.d0.loss_dice": 1.623647576570511, "decode.d1.loss_cls": 1.6989536345005036, "decode.d1.loss_mask": 0.935917752981186, "decode.d1.loss_dice": 1.5575414419174194, "decode.d2.loss_cls": 1.4945456683635712, "decode.d2.loss_mask": 0.9145417809486389, "decode.d2.loss_dice": 1.4617604613304138, "decode.d3.loss_cls": 1.5291831612586975, "decode.d3.loss_mask": 0.917928797006607, "decode.d3.loss_dice": 1.423389583826065, "decode.d4.loss_cls": 1.4436018466949463, "decode.d4.loss_mask": 0.9090929508209229, "decode.d4.loss_dice": 1.4181296408176423, "decode.d5.loss_cls": 1.430647599697113, "decode.d5.loss_mask": 0.9326157569885254, "decode.d5.loss_dice": 1.4148126006126405, "decode.d6.loss_cls": 1.4876036822795868, "decode.d6.loss_mask": 0.9110649704933167, "decode.d6.loss_dice": 1.4031858086585998, "decode.d7.loss_cls": 1.4706927597522736, "decode.d7.loss_mask": 0.8930246889591217, "decode.d7.loss_dice": 1.4313659071922302, "decode.d8.loss_cls": 1.514105314016342, "decode.d8.loss_mask": 0.8956615686416626, "decode.d8.loss_dice": 1.3965288758277894, "time": 0.533128023147583, "memory": 7229, "step": 5100}
{"lr": 9.709895305161932e-06, "data_time": 0.008530282974243164, "grad_norm": 99.86948623657227, "loss": 36.56454429626465, "decode.loss_cls": 1.2606854617595673, "decode.loss_mask": 0.9730589151382446, "decode.loss_dice": 1.2848710477352143, "decode.d0.loss_cls": 2.5703892827034, "decode.d0.loss_mask": 1.0153326392173767, "decode.d0.loss_dice": 1.538655698299408, "decode.d1.loss_cls": 1.444287860393524, "decode.d1.loss_mask": 0.9948197901248932, "decode.d1.loss_dice": 1.402191400527954, "decode.d2.loss_cls": 1.2610849142074585, "decode.d2.loss_mask": 0.9838294208049774, "decode.d2.loss_dice": 1.3948246002197267, "decode.d3.loss_cls": 1.1739677369594574, "decode.d3.loss_mask": 0.9710675418376923, "decode.d3.loss_dice": 1.2773679494857788, "decode.d4.loss_cls": 1.1578734010457992, "decode.d4.loss_mask": 0.9373799324035644, "decode.d4.loss_dice": 1.2794492065906524, "decode.d5.loss_cls": 1.1469998627901077, "decode.d5.loss_mask": 0.9220132887363434, "decode.d5.loss_dice": 1.306453174352646, "decode.d6.loss_cls": 1.2127723217010498, "decode.d6.loss_mask": 0.9349599659442902, "decode.d6.loss_dice": 1.2359125375747682, "decode.d7.loss_cls": 1.1661427795886994, "decode.d7.loss_mask": 0.9468301653861999, "decode.d7.loss_dice": 1.2544223845005036, "decode.d8.loss_cls": 1.2651839315891267, "decode.d8.loss_mask": 0.9694823294878006, "decode.d8.loss_dice": 1.2822347819805144, "time": 0.532187557220459, "memory": 7264, "step": 5150}
{"lr": 9.707073527028902e-06, "data_time": 0.008689332008361816, "grad_norm": 97.1078887939453, "loss": 47.895311546325686, "decode.loss_cls": 1.9549114942550658, "decode.loss_mask": 1.016620710492134, "decode.loss_dice": 1.540247517824173, "decode.d0.loss_cls": 3.1233983755111696, "decode.d0.loss_mask": 1.0687555015087127, "decode.d0.loss_dice": 1.7365910291671753, "decode.d1.loss_cls": 2.243430885672569, "decode.d1.loss_mask": 1.0485338509082793, "decode.d1.loss_dice": 1.6864542007446288, "decode.d2.loss_cls": 2.160743862390518, "decode.d2.loss_mask": 1.013750997185707, "decode.d2.loss_dice": 1.5887462884187697, "decode.d3.loss_cls": 2.1222967207431793, "decode.d3.loss_mask": 1.0261213451623916, "decode.d3.loss_dice": 1.5288950860500337, "decode.d4.loss_cls": 2.111934232711792, "decode.d4.loss_mask": 1.0223462969064712, "decode.d4.loss_dice": 1.5763797014951706, "decode.d5.loss_cls": 2.1027554333209992, "decode.d5.loss_mask": 0.9560366153717041, "decode.d5.loss_dice": 1.4980845332145691, "decode.d6.loss_cls": 2.064811086654663, "decode.d6.loss_mask": 1.0360237061977386, "decode.d6.loss_dice": 1.5107661187648773, "decode.d7.loss_cls": 2.0090594470500944, "decode.d7.loss_mask": 1.0424903750419616, "decode.d7.loss_dice": 1.5643925845623017, "decode.d8.loss_cls": 1.9489559769630431, "decode.d8.loss_mask": 1.016490602493286, "decode.d8.loss_dice": 1.5752859234809875, "time": 0.5312063932418823, "memory": 7231, "step": 5200}
{"lr": 9.70425165775169e-06, "data_time": 0.008597731590270996, "grad_norm": 122.65684967041015, "loss": 33.73567352294922, "decode.loss_cls": 1.2215536028146743, "decode.loss_mask": 0.7691175609827041, "decode.loss_dice": 1.1046529680490493, "decode.d0.loss_cls": 3.0193265199661257, "decode.d0.loss_mask": 0.810062688589096, "decode.d0.loss_dice": 1.2502550184726715, "decode.d1.loss_cls": 1.447418111562729, "decode.d1.loss_mask": 0.834782350063324, "decode.d1.loss_dice": 1.177282190322876, "decode.d2.loss_cls": 1.3413687527179718, "decode.d2.loss_mask": 0.8054656475782395, "decode.d2.loss_dice": 1.0991912364959717, "decode.d3.loss_cls": 1.2775383830070495, "decode.d3.loss_mask": 0.7843481719493866, "decode.d3.loss_dice": 1.1398372590541839, "decode.d4.loss_cls": 1.2533952951431275, "decode.d4.loss_mask": 0.7644666939973831, "decode.d4.loss_dice": 1.1207739740610123, "decode.d5.loss_cls": 1.2435313135385513, "decode.d5.loss_mask": 0.7865679800510407, "decode.d5.loss_dice": 1.1202509641647338, "decode.d6.loss_cls": 1.1830427259206773, "decode.d6.loss_mask": 0.8042324364185334, "decode.d6.loss_dice": 1.1014918297529221, "decode.d7.loss_cls": 1.2529975652694703, "decode.d7.loss_mask": 0.7642232805490494, "decode.d7.loss_dice": 1.1055379241704941, "decode.d8.loss_cls": 1.2515227854251862, "decode.d8.loss_mask": 0.7756027698516845, "decode.d8.loss_dice": 1.1258357107639312, "time": 0.5341005563735962, "memory": 7206, "step": 5250}
{"lr": 9.701429697297925e-06, "data_time": 0.008437085151672363, "grad_norm": 105.02754287719726, "loss": 48.42832164764404, "decode.loss_cls": 1.5889753460884095, "decode.loss_mask": 0.9745968043804168, "decode.loss_dice": 1.9665768623352051, "decode.d0.loss_cls": 3.335402822494507, "decode.d0.loss_mask": 0.9979083955287933, "decode.d0.loss_dice": 2.339355933666229, "decode.d1.loss_cls": 1.8983375966548919, "decode.d1.loss_mask": 1.0704180955886842, "decode.d1.loss_dice": 2.2030435383319853, "decode.d2.loss_cls": 1.7971001267433167, "decode.d2.loss_mask": 0.9773184835910798, "decode.d2.loss_dice": 1.9888665914535522, "decode.d3.loss_cls": 1.6385155081748963, "decode.d3.loss_mask": 0.9858631610870361, "decode.d3.loss_dice": 1.9925521731376648, "decode.d4.loss_cls": 1.6418547809123993, "decode.d4.loss_mask": 0.9975459694862365, "decode.d4.loss_dice": 1.9862976729869843, "decode.d5.loss_cls": 1.6165127158164978, "decode.d5.loss_mask": 0.9762722909450531, "decode.d5.loss_dice": 1.9501270651817322, "decode.d6.loss_cls": 1.6236802577972411, "decode.d6.loss_mask": 0.9587679743766785, "decode.d6.loss_dice": 1.8842409491539, "decode.d7.loss_cls": 1.6033925116062164, "decode.d7.loss_mask": 0.9695597648620605, "decode.d7.loss_dice": 1.9325969338417053, "decode.d8.loss_cls": 1.6244030117988586, "decode.d8.loss_mask": 0.9570437550544739, "decode.d8.loss_dice": 1.9511946201324464, "time": 0.5361735105514527, "memory": 7316, "step": 5300}
{"lr": 9.698607645635163e-06, "data_time": 0.008497858047485351, "grad_norm": 88.91224670410156, "loss": 37.12903432846069, "decode.loss_cls": 1.5660567879676819, "decode.loss_mask": 0.8221040815114975, "decode.loss_dice": 1.1908267125487328, "decode.d0.loss_cls": 2.850813961029053, "decode.d0.loss_mask": 0.8629785597324371, "decode.d0.loss_dice": 1.3449224025011062, "decode.d1.loss_cls": 1.7255057871341706, "decode.d1.loss_mask": 0.8215442150831223, "decode.d1.loss_dice": 1.2784975901246072, "decode.d2.loss_cls": 1.5322854578495027, "decode.d2.loss_mask": 0.8001726329326629, "decode.d2.loss_dice": 1.2039576709270476, "decode.d3.loss_cls": 1.5075536251068116, "decode.d3.loss_mask": 0.8418343454599381, "decode.d3.loss_dice": 1.2145803809165954, "decode.d4.loss_cls": 1.437047576904297, "decode.d4.loss_mask": 0.8476657688617706, "decode.d4.loss_dice": 1.2189750388264655, "decode.d5.loss_cls": 1.422567456960678, "decode.d5.loss_mask": 0.8448371350765228, "decode.d5.loss_dice": 1.207754421234131, "decode.d6.loss_cls": 1.4604335069656371, "decode.d6.loss_mask": 0.8225678890943527, "decode.d6.loss_dice": 1.2061849176883697, "decode.d7.loss_cls": 1.4781400740146637, "decode.d7.loss_mask": 0.8211313724517822, "decode.d7.loss_dice": 1.2106268465518952, "decode.d8.loss_cls": 1.5154905378818513, "decode.d8.loss_mask": 0.8289556980133057, "decode.d8.loss_dice": 1.2430239230394364, "time": 0.5590450763702393, "memory": 7206, "step": 5350}
{"lr": 9.69578550273097e-06, "data_time": 0.008542847633361817, "grad_norm": 99.32587661743165, "loss": 41.65293083190918, "decode.loss_cls": 1.1309597492218018, "decode.loss_mask": 1.302786934375763, "decode.loss_dice": 1.5090108335018158, "decode.d0.loss_cls": 2.792553997039795, "decode.d0.loss_mask": 1.2486200869083404, "decode.d0.loss_dice": 1.6146148145198822, "decode.d1.loss_cls": 1.3376375406980514, "decode.d1.loss_mask": 1.34677112698555, "decode.d1.loss_dice": 1.586015346646309, "decode.d2.loss_cls": 1.2305994838476182, "decode.d2.loss_mask": 1.3335526585578918, "decode.d2.loss_dice": 1.5425291538238526, "decode.d3.loss_cls": 1.2327229738235475, "decode.d3.loss_mask": 1.285935652256012, "decode.d3.loss_dice": 1.4716651082038879, "decode.d4.loss_cls": 1.2048229575157166, "decode.d4.loss_mask": 1.2783564925193787, "decode.d4.loss_dice": 1.4405516624450683, "decode.d5.loss_cls": 1.2545842170715331, "decode.d5.loss_mask": 1.210683822631836, "decode.d5.loss_dice": 1.4604971885681153, "decode.d6.loss_cls": 1.269307005405426, "decode.d6.loss_mask": 1.2024319648742676, "decode.d6.loss_dice": 1.4557833313941955, "decode.d7.loss_cls": 1.2475679993629456, "decode.d7.loss_mask": 1.204753613471985, "decode.d7.loss_dice": 1.515855011343956, "decode.d8.loss_cls": 1.2296334266662599, "decode.d8.loss_mask": 1.1996874988079071, "decode.d8.loss_dice": 1.512438377737999, "time": 0.5321204185485839, "memory": 7216, "step": 5400}
{"lr": 9.69296326855289e-06, "data_time": 0.008613324165344239, "grad_norm": 90.3852523803711, "loss": 46.2623950958252, "decode.loss_cls": 1.6519721150398254, "decode.loss_mask": 1.0346657037734985, "decode.loss_dice": 1.6496894001960754, "decode.d0.loss_cls": 3.1489028215408323, "decode.d0.loss_mask": 1.1394426345825195, "decode.d0.loss_dice": 1.9266682028770448, "decode.d1.loss_cls": 1.983487617969513, "decode.d1.loss_mask": 1.0552836984395981, "decode.d1.loss_dice": 1.822311806678772, "decode.d2.loss_cls": 1.8925105690956117, "decode.d2.loss_mask": 1.0362456530332564, "decode.d2.loss_dice": 1.7054385185241698, "decode.d3.loss_cls": 1.6839669167995452, "decode.d3.loss_mask": 1.0515381902456284, "decode.d3.loss_dice": 1.6804716348648072, "decode.d4.loss_cls": 1.7304841697216033, "decode.d4.loss_mask": 1.0387962073087693, "decode.d4.loss_dice": 1.6620425462722779, "decode.d5.loss_cls": 1.7026756942272185, "decode.d5.loss_mask": 1.029895719885826, "decode.d5.loss_dice": 1.6357599675655365, "decode.d6.loss_cls": 1.6138810694217682, "decode.d6.loss_mask": 1.053247094154358, "decode.d6.loss_dice": 1.6660910725593567, "decode.d7.loss_cls": 1.64587522149086, "decode.d7.loss_mask": 1.0454802215099335, "decode.d7.loss_dice": 1.6387075364589692, "decode.d8.loss_cls": 1.6271581649780273, "decode.d8.loss_mask": 1.0529372185468673, "decode.d8.loss_dice": 1.656766664981842, "time": 0.5323763847351074, "memory": 7183, "step": 5450}
{"lr": 9.69014094306843e-06, "data_time": 0.008542752265930176, "grad_norm": 95.21085205078126, "loss": 33.59689683914185, "decode.loss_cls": 1.2602091401815414, "decode.loss_mask": 0.734718868136406, "decode.loss_dice": 1.120108461380005, "decode.d0.loss_cls": 2.636934196949005, "decode.d0.loss_mask": 0.7695833027362824, "decode.d0.loss_dice": 1.3175909399986268, "decode.d1.loss_cls": 1.5416251927614213, "decode.d1.loss_mask": 0.7637814104557037, "decode.d1.loss_dice": 1.204117414355278, "decode.d2.loss_cls": 1.3567319571971894, "decode.d2.loss_mask": 0.7629819482564926, "decode.d2.loss_dice": 1.1442000895738602, "decode.d3.loss_cls": 1.3174268126487731, "decode.d3.loss_mask": 0.7298719048500061, "decode.d3.loss_dice": 1.1197018504142762, "decode.d4.loss_cls": 1.2893933147192, "decode.d4.loss_mask": 0.7286356627941132, "decode.d4.loss_dice": 1.1245993196964263, "decode.d5.loss_cls": 1.3266048312187195, "decode.d5.loss_mask": 0.7159587502479553, "decode.d5.loss_dice": 1.1150592654943465, "decode.d6.loss_cls": 1.3397294193506242, "decode.d6.loss_mask": 0.7133250892162323, "decode.d6.loss_dice": 1.1109740316867829, "decode.d7.loss_cls": 1.2762642115354539, "decode.d7.loss_mask": 0.736350166797638, "decode.d7.loss_dice": 1.1509123206138612, "decode.d8.loss_cls": 1.2645823538303376, "decode.d8.loss_mask": 0.7562295019626617, "decode.d8.loss_dice": 1.168694868683815, "time": 0.5316295862197876, "memory": 7195, "step": 5500}
{"lr": 9.687318526245101e-06, "data_time": 0.008707952499389649, "grad_norm": 90.11295928955079, "loss": 32.327875804901126, "decode.loss_cls": 1.261000680923462, "decode.loss_mask": 0.8390255898237229, "decode.loss_dice": 0.9066383600234985, "decode.d0.loss_cls": 2.5587442755699157, "decode.d0.loss_mask": 0.8832863152027131, "decode.d0.loss_dice": 1.0604805946350098, "decode.d1.loss_cls": 1.5011294841766358, "decode.d1.loss_mask": 0.8327304244041442, "decode.d1.loss_dice": 0.932981476187706, "decode.d2.loss_cls": 1.4200821697711945, "decode.d2.loss_mask": 0.8062104776501655, "decode.d2.loss_dice": 0.9362529635429382, "decode.d3.loss_cls": 1.3589070677757262, "decode.d3.loss_mask": 0.8244581371545792, "decode.d3.loss_dice": 0.9157388806343079, "decode.d4.loss_cls": 1.324454563856125, "decode.d4.loss_mask": 0.8599187687039376, "decode.d4.loss_dice": 0.936328473687172, "decode.d5.loss_cls": 1.3035610795021058, "decode.d5.loss_mask": 0.8567985594272614, "decode.d5.loss_dice": 0.931251060962677, "decode.d6.loss_cls": 1.2293999552726746, "decode.d6.loss_mask": 0.8465688407421113, "decode.d6.loss_dice": 0.899891909956932, "decode.d7.loss_cls": 1.2263977468013763, "decode.d7.loss_mask": 0.8442724913358688, "decode.d7.loss_dice": 0.9153982073068618, "decode.d8.loss_cls": 1.299120593070984, "decode.d8.loss_mask": 0.8572269231081009, "decode.d8.loss_dice": 0.9596190303564072, "time": 0.5317208766937256, "memory": 7239, "step": 5550}
{"lr": 9.684496018050383e-06, "data_time": 0.008629155158996583, "grad_norm": 95.24636459350586, "loss": 41.3945858001709, "decode.loss_cls": 1.517225980758667, "decode.loss_mask": 1.0422403216362, "decode.loss_dice": 1.4293973743915558, "decode.d0.loss_cls": 2.932062339782715, "decode.d0.loss_mask": 1.0779353767633437, "decode.d0.loss_dice": 1.7020658016204835, "decode.d1.loss_cls": 1.6425317227840424, "decode.d1.loss_mask": 1.0617627561092378, "decode.d1.loss_dice": 1.56028094291687, "decode.d2.loss_cls": 1.4513963639736176, "decode.d2.loss_mask": 1.0705383986234664, "decode.d2.loss_dice": 1.5255779564380645, "decode.d3.loss_cls": 1.4093929648399353, "decode.d3.loss_mask": 1.0754028797149657, "decode.d3.loss_dice": 1.4376944720745086, "decode.d4.loss_cls": 1.3770748615264892, "decode.d4.loss_mask": 1.047760334610939, "decode.d4.loss_dice": 1.4425800144672394, "decode.d5.loss_cls": 1.3968946099281312, "decode.d5.loss_mask": 1.0439769476652145, "decode.d5.loss_dice": 1.4661318421363831, "decode.d6.loss_cls": 1.4069075644016267, "decode.d6.loss_mask": 1.0446040987968446, "decode.d6.loss_dice": 1.4433211028575896, "decode.d7.loss_cls": 1.383819055557251, "decode.d7.loss_mask": 1.0216612815856934, "decode.d7.loss_dice": 1.451536387205124, "decode.d8.loss_cls": 1.4198595523834228, "decode.d8.loss_mask": 1.055338591337204, "decode.d8.loss_dice": 1.457612359523773, "time": 0.5304830312728882, "memory": 7284, "step": 5600}
{"lr": 9.681673418451705e-06, "data_time": 0.008640789985656738, "grad_norm": 93.86574592590333, "loss": 45.72700576782226, "decode.loss_cls": 1.5732055008411407, "decode.loss_mask": 1.0329508572816848, "decode.loss_dice": 1.769295907020569, "decode.d0.loss_cls": 3.037175440788269, "decode.d0.loss_mask": 1.1326100409030915, "decode.d0.loss_dice": 2.0972264647483825, "decode.d1.loss_cls": 1.5715434074401855, "decode.d1.loss_mask": 1.0999408930540084, "decode.d1.loss_dice": 1.9733268976211549, "decode.d2.loss_cls": 1.5013149827718735, "decode.d2.loss_mask": 1.0713190376758575, "decode.d2.loss_dice": 1.836427891254425, "decode.d3.loss_cls": 1.4119949221611023, "decode.d3.loss_mask": 1.0563453614711762, "decode.d3.loss_dice": 1.7849262356758118, "decode.d4.loss_cls": 1.4142104774713515, "decode.d4.loss_mask": 1.048041906952858, "decode.d4.loss_dice": 1.83775475025177, "decode.d5.loss_cls": 1.4554140150547028, "decode.d5.loss_mask": 1.061802586913109, "decode.d5.loss_dice": 1.8284478664398194, "decode.d6.loss_cls": 1.5194265812635421, "decode.d6.loss_mask": 1.059974443912506, "decode.d6.loss_dice": 1.7750720262527466, "decode.d7.loss_cls": 1.441429740190506, "decode.d7.loss_mask": 1.0754750430583955, "decode.d7.loss_dice": 1.8154637098312378, "decode.d8.loss_cls": 1.55333651304245, "decode.d8.loss_mask": 1.082709050178528, "decode.d8.loss_dice": 1.8088452577590943, "time": 0.5312922954559326, "memory": 7245, "step": 5650}
{"lr": 9.678850727416513e-06, "data_time": 0.008598518371582032, "grad_norm": 96.28312377929687, "loss": 40.71199970245361, "decode.loss_cls": 1.409568762779236, "decode.loss_mask": 1.0395542144775392, "decode.loss_dice": 1.3384058624505997, "decode.d0.loss_cls": 3.015185368061066, "decode.d0.loss_mask": 1.0486551851034165, "decode.d0.loss_dice": 1.5865297794342041, "decode.d1.loss_cls": 1.5947011351585387, "decode.d1.loss_mask": 1.0724117398262023, "decode.d1.loss_dice": 1.4843340814113617, "decode.d2.loss_cls": 1.5474270582199097, "decode.d2.loss_mask": 1.0241574734449386, "decode.d2.loss_dice": 1.4065835177898407, "decode.d3.loss_cls": 1.4596603453159331, "decode.d3.loss_mask": 1.0172487556934358, "decode.d3.loss_dice": 1.382545056939125, "decode.d4.loss_cls": 1.4471799850463867, "decode.d4.loss_mask": 1.0413667291402817, "decode.d4.loss_dice": 1.4217021077871324, "decode.d5.loss_cls": 1.4721670746803284, "decode.d5.loss_mask": 1.0262542724609376, "decode.d5.loss_dice": 1.3620838671922684, "decode.d6.loss_cls": 1.4691315233707427, "decode.d6.loss_mask": 1.0192950159311294, "decode.d6.loss_dice": 1.3523988097906112, "decode.d7.loss_cls": 1.4456533789634705, "decode.d7.loss_mask": 1.0278620958328246, "decode.d7.loss_dice": 1.3380771994590759, "decode.d8.loss_cls": 1.4800501942634583, "decode.d8.loss_mask": 1.0291986286640167, "decode.d8.loss_dice": 1.3526105165481568, "time": 0.5328042030334472, "memory": 7196, "step": 5700}
{"lr": 9.6760279449122e-06, "data_time": 0.008654236793518066, "grad_norm": 86.04025459289551, "loss": 33.28757495880127, "decode.loss_cls": 1.3621522665023804, "decode.loss_mask": 0.6142978727817535, "decode.loss_dice": 1.1970122098922729, "decode.d0.loss_cls": 2.585292625427246, "decode.d0.loss_mask": 0.650839114189148, "decode.d0.loss_dice": 1.3663571387529374, "decode.d1.loss_cls": 1.5513382077217102, "decode.d1.loss_mask": 0.6398450613021851, "decode.d1.loss_dice": 1.2963920801877975, "decode.d2.loss_cls": 1.2936684355139731, "decode.d2.loss_mask": 0.6580034464597702, "decode.d2.loss_dice": 1.2520599216222763, "decode.d3.loss_cls": 1.2414455652236938, "decode.d3.loss_mask": 0.638097059726715, "decode.d3.loss_dice": 1.2102051675319672, "decode.d4.loss_cls": 1.2725727647542953, "decode.d4.loss_mask": 0.6580501168966293, "decode.d4.loss_dice": 1.229606169462204, "decode.d5.loss_cls": 1.3118220686912536, "decode.d5.loss_mask": 0.6419202446937561, "decode.d5.loss_dice": 1.204707959294319, "decode.d6.loss_cls": 1.31410910487175, "decode.d6.loss_mask": 0.6246856600046158, "decode.d6.loss_dice": 1.1783131599426269, "decode.d7.loss_cls": 1.2847722053527832, "decode.d7.loss_mask": 0.6446275770664215, "decode.d7.loss_dice": 1.198966908454895, "decode.d8.loss_cls": 1.3052194952964782, "decode.d8.loss_mask": 0.6272418916225433, "decode.d8.loss_dice": 1.2339520782232285, "time": 0.5871979713439941, "memory": 7203, "step": 5750}
{"lr": 9.673205070906166e-06, "data_time": 0.008483004570007325, "grad_norm": 95.9059440612793, "loss": 43.8360239982605, "decode.loss_cls": 1.5988891497254372, "decode.loss_mask": 0.9353050768375397, "decode.loss_dice": 1.6429604083299636, "decode.d0.loss_cls": 2.9137503027915956, "decode.d0.loss_mask": 0.983960896730423, "decode.d0.loss_dice": 1.8675931215286254, "decode.d1.loss_cls": 1.7202261313796043, "decode.d1.loss_mask": 0.9955359637737274, "decode.d1.loss_dice": 1.8216528117656707, "decode.d2.loss_cls": 1.634229102730751, "decode.d2.loss_mask": 0.9744856625795364, "decode.d2.loss_dice": 1.7061618089675903, "decode.d3.loss_cls": 1.4996690839529037, "decode.d3.loss_mask": 0.9618158727884293, "decode.d3.loss_dice": 1.7010886251926423, "decode.d4.loss_cls": 1.5518381044268608, "decode.d4.loss_mask": 0.9321407556533814, "decode.d4.loss_dice": 1.675129307806492, "decode.d5.loss_cls": 1.5596237942576407, "decode.d5.loss_mask": 0.9546115636825562, "decode.d5.loss_dice": 1.6698617696762086, "decode.d6.loss_cls": 1.5036103963851928, "decode.d6.loss_mask": 0.9743417263031006, "decode.d6.loss_dice": 1.6942098677158355, "decode.d7.loss_cls": 1.5111172020435333, "decode.d7.loss_mask": 0.994557648897171, "decode.d7.loss_dice": 1.6788482174277306, "decode.d8.loss_cls": 1.5720024704933167, "decode.d8.loss_mask": 0.9459237068891525, "decode.d8.loss_dice": 1.660882794857025, "time": 0.5580342292785645, "memory": 7305, "step": 5800}
{"lr": 9.670382105365768e-06, "data_time": 0.00858168601989746, "grad_norm": 101.52553482055664, "loss": 36.66001377105713, "decode.loss_cls": 1.2638318717479706, "decode.loss_mask": 0.9096533477306366, "decode.loss_dice": 1.2942888557910919, "decode.d0.loss_cls": 2.6768900632858275, "decode.d0.loss_mask": 0.9724550843238831, "decode.d0.loss_dice": 1.5127816677093506, "decode.d1.loss_cls": 1.5048522710800172, "decode.d1.loss_mask": 0.8851590692996979, "decode.d1.loss_dice": 1.3950403451919555, "decode.d2.loss_cls": 1.320461243391037, "decode.d2.loss_mask": 0.885065358877182, "decode.d2.loss_dice": 1.3193610310554504, "decode.d3.loss_cls": 1.2412820279598236, "decode.d3.loss_mask": 0.9147709250450134, "decode.d3.loss_dice": 1.3115677654743194, "decode.d4.loss_cls": 1.23882052898407, "decode.d4.loss_mask": 0.9139057278633118, "decode.d4.loss_dice": 1.3427583038806916, "decode.d5.loss_cls": 1.229085773229599, "decode.d5.loss_mask": 0.917280626296997, "decode.d5.loss_dice": 1.2874999284744262, "decode.d6.loss_cls": 1.2446139395236968, "decode.d6.loss_mask": 0.9271328806877136, "decode.d6.loss_dice": 1.29193776845932, "decode.d7.loss_cls": 1.2136532664299011, "decode.d7.loss_mask": 0.9501532793045044, "decode.d7.loss_dice": 1.275476235151291, "decode.d8.loss_cls": 1.2276163339614867, "decode.d8.loss_mask": 0.925753253698349, "decode.d8.loss_dice": 1.2668658018112182, "time": 0.533109474182129, "memory": 7178, "step": 5850}
{"lr": 9.667559048258342e-06, "data_time": 0.008474135398864746, "grad_norm": 96.33465881347657, "loss": 33.75617609024048, "decode.loss_cls": 1.3131783872842788, "decode.loss_mask": 0.7439265668392181, "decode.loss_dice": 1.1246799677610397, "decode.d0.loss_cls": 2.6165561199188234, "decode.d0.loss_mask": 0.7265789419412613, "decode.d0.loss_dice": 1.269226109981537, "decode.d1.loss_cls": 1.5109108939766884, "decode.d1.loss_mask": 0.7917816191911697, "decode.d1.loss_dice": 1.2403989017009736, "decode.d2.loss_cls": 1.338943700492382, "decode.d2.loss_mask": 0.7848373770713806, "decode.d2.loss_dice": 1.20607248544693, "decode.d3.loss_cls": 1.335681526362896, "decode.d3.loss_mask": 0.7771164834499359, "decode.d3.loss_dice": 1.1541176229715346, "decode.d4.loss_cls": 1.3646664708852767, "decode.d4.loss_mask": 0.7633148401975631, "decode.d4.loss_dice": 1.143792524933815, "decode.d5.loss_cls": 1.2349307388067245, "decode.d5.loss_mask": 0.7738201051950455, "decode.d5.loss_dice": 1.1527768075466156, "decode.d6.loss_cls": 1.2313225030899049, "decode.d6.loss_mask": 0.7659949511289597, "decode.d6.loss_dice": 1.1391158699989319, "decode.d7.loss_cls": 1.2344135969877243, "decode.d7.loss_mask": 0.7560669034719467, "decode.d7.loss_dice": 1.1432338207960129, "decode.d8.loss_cls": 1.245204208791256, "decode.d8.loss_mask": 0.7361999303102493, "decode.d8.loss_dice": 1.1373150289058684, "time": 0.5588046073913574, "memory": 7204, "step": 5900}
{"lr": 9.664735899551212e-06, "data_time": 0.008649039268493652, "grad_norm": 94.64611587524413, "loss": 35.020553016662596, "decode.loss_cls": 1.198427551984787, "decode.loss_mask": 0.8839203685522079, "decode.loss_dice": 1.1678816497325897, "decode.d0.loss_cls": 2.5492581009864805, "decode.d0.loss_mask": 0.9837479650974273, "decode.d0.loss_dice": 1.3503335952758788, "decode.d1.loss_cls": 1.3954615235328673, "decode.d1.loss_mask": 0.9774541020393371, "decode.d1.loss_dice": 1.2288640797138215, "decode.d2.loss_cls": 1.3175345480442047, "decode.d2.loss_mask": 0.9426851958036423, "decode.d2.loss_dice": 1.213782250881195, "decode.d3.loss_cls": 1.303540861606598, "decode.d3.loss_mask": 0.9143233448266983, "decode.d3.loss_dice": 1.1505448997020722, "decode.d4.loss_cls": 1.2597238779067994, "decode.d4.loss_mask": 0.8795017778873444, "decode.d4.loss_dice": 1.1551952183246612, "decode.d5.loss_cls": 1.204888516664505, "decode.d5.loss_mask": 0.8926298350095749, "decode.d5.loss_dice": 1.1714064836502076, "decode.d6.loss_cls": 1.2115857779979706, "decode.d6.loss_mask": 0.9002934902906418, "decode.d6.loss_dice": 1.1608294665813446, "decode.d7.loss_cls": 1.2522280395030976, "decode.d7.loss_mask": 0.8710894733667374, "decode.d7.loss_dice": 1.1891727924346924, "decode.d8.loss_cls": 1.2337429881095887, "decode.d8.loss_mask": 0.8870572537183762, "decode.d8.loss_dice": 1.1734475553035737, "time": 0.5278309345245361, "memory": 7188, "step": 5950}
{"lr": 9.661912659211681e-06, "data_time": 0.008602595329284668, "grad_norm": 92.56160507202148, "loss": 42.783136177062985, "decode.loss_cls": 1.4995043992996215, "decode.loss_mask": 1.0094189763069152, "decode.loss_dice": 1.6118962466716766, "decode.d0.loss_cls": 2.9331412315368652, "decode.d0.loss_mask": 1.014385885000229, "decode.d0.loss_dice": 1.7706163704395295, "decode.d1.loss_cls": 1.629982578754425, "decode.d1.loss_mask": 1.041118288040161, "decode.d1.loss_dice": 1.7482496619224548, "decode.d2.loss_cls": 1.5165037155151366, "decode.d2.loss_mask": 1.0029580056667329, "decode.d2.loss_dice": 1.6204228103160858, "decode.d3.loss_cls": 1.3970587879419327, "decode.d3.loss_mask": 1.0125284999608994, "decode.d3.loss_dice": 1.6336463809013366, "decode.d4.loss_cls": 1.3988611102104187, "decode.d4.loss_mask": 1.0120365381240846, "decode.d4.loss_dice": 1.6102198123931886, "decode.d5.loss_cls": 1.4574878454208373, "decode.d5.loss_mask": 1.0043185561895371, "decode.d5.loss_dice": 1.6294588059186936, "decode.d6.loss_cls": 1.440976858139038, "decode.d6.loss_mask": 1.0285536527633667, "decode.d6.loss_dice": 1.61431342959404, "decode.d7.loss_cls": 1.454002469778061, "decode.d7.loss_mask": 1.0093764424324037, "decode.d7.loss_dice": 1.605950203537941, "decode.d8.loss_cls": 1.4619769215583802, "decode.d8.loss_mask": 0.9914176613092422, "decode.d8.loss_dice": 1.622752171754837, "time": 0.5284191370010376, "memory": 7230, "step": 6000}
{"lr": 9.659089327206998e-06, "data_time": 0.008380436897277832, "grad_norm": 91.7874740600586, "loss": 40.27784900665283, "decode.loss_cls": 1.3565542906522752, "decode.loss_mask": 0.8196758329868317, "decode.loss_dice": 1.6175432682037354, "decode.d0.loss_cls": 3.0029762744903565, "decode.d0.loss_mask": 0.8200119882822037, "decode.d0.loss_dice": 1.8446550071239471, "decode.d1.loss_cls": 1.581067681312561, "decode.d1.loss_mask": 0.812659066915512, "decode.d1.loss_dice": 1.7345373421907424, "decode.d2.loss_cls": 1.3905119597911835, "decode.d2.loss_mask": 0.8144155621528626, "decode.d2.loss_dice": 1.651862706243992, "decode.d3.loss_cls": 1.3733090549707412, "decode.d3.loss_mask": 0.8303094118833542, "decode.d3.loss_dice": 1.5962117522954942, "decode.d4.loss_cls": 1.3835411608219146, "decode.d4.loss_mask": 0.8463691204786301, "decode.d4.loss_dice": 1.586422461271286, "decode.d5.loss_cls": 1.3517735302448273, "decode.d5.loss_mask": 0.8422187954187393, "decode.d5.loss_dice": 1.6029116690158844, "decode.d6.loss_cls": 1.3766972720623016, "decode.d6.loss_mask": 0.8049550265073776, "decode.d6.loss_dice": 1.5978228986263274, "decode.d7.loss_cls": 1.3739474654197692, "decode.d7.loss_mask": 0.8308313250541687, "decode.d7.loss_dice": 1.5884708493947983, "decode.d8.loss_cls": 1.4001870036125184, "decode.d8.loss_mask": 0.8248534977436066, "decode.d8.loss_dice": 1.6205468580126763, "time": 0.5305801868438721, "memory": 7195, "step": 6050}
{"lr": 9.656265903504433e-06, "data_time": 0.008696365356445312, "grad_norm": 92.96159515380859, "loss": 34.39189281463623, "decode.loss_cls": 1.113819706439972, "decode.loss_mask": 0.834748136997223, "decode.loss_dice": 1.153308391571045, "decode.d0.loss_cls": 2.833592617511749, "decode.d0.loss_mask": 0.9227070271968841, "decode.d0.loss_dice": 1.2837423026561736, "decode.d1.loss_cls": 1.511460256576538, "decode.d1.loss_mask": 0.9062955677509308, "decode.d1.loss_dice": 1.2166131615638733, "decode.d2.loss_cls": 1.2769101202487945, "decode.d2.loss_mask": 0.8929045617580413, "decode.d2.loss_dice": 1.179698258638382, "decode.d3.loss_cls": 1.2268950879573821, "decode.d3.loss_mask": 0.8389788746833802, "decode.d3.loss_dice": 1.1428789734840392, "decode.d4.loss_cls": 1.2734164953231812, "decode.d4.loss_mask": 0.8749590903520584, "decode.d4.loss_dice": 1.1838258683681488, "decode.d5.loss_cls": 1.152980673313141, "decode.d5.loss_mask": 0.8401073396205903, "decode.d5.loss_dice": 1.1721374094486237, "decode.d6.loss_cls": 1.20323566198349, "decode.d6.loss_mask": 0.8473207950592041, "decode.d6.loss_dice": 1.1645976543426513, "decode.d7.loss_cls": 1.1939891636371613, "decode.d7.loss_mask": 0.8536790996789932, "decode.d7.loss_dice": 1.155489194393158, "decode.d8.loss_cls": 1.1889472544193267, "decode.d8.loss_mask": 0.8271822720766068, "decode.d8.loss_dice": 1.1254695177078247, "time": 0.5340872526168823, "memory": 7389, "step": 6100}
{"lr": 9.653442388071212e-06, "data_time": 0.008411455154418945, "grad_norm": 104.94361419677735, "loss": 32.98315315246582, "decode.loss_cls": 1.3080117464065553, "decode.loss_mask": 0.8238803029060364, "decode.loss_dice": 0.9819947957992554, "decode.d0.loss_cls": 2.717975878715515, "decode.d0.loss_mask": 0.9520234227180481, "decode.d0.loss_dice": 1.108092761039734, "decode.d1.loss_cls": 1.3708173871040343, "decode.d1.loss_mask": 0.964055460691452, "decode.d1.loss_dice": 1.045700740814209, "decode.d2.loss_cls": 1.3533493041992188, "decode.d2.loss_mask": 0.850529670715332, "decode.d2.loss_dice": 0.9982459366321563, "decode.d3.loss_cls": 1.2621798872947694, "decode.d3.loss_mask": 0.8541223466396332, "decode.d3.loss_dice": 0.9966894865036011, "decode.d4.loss_cls": 1.2975270986557006, "decode.d4.loss_mask": 0.8117310285568238, "decode.d4.loss_dice": 0.9750057458877563, "decode.d5.loss_cls": 1.3039074897766114, "decode.d5.loss_mask": 0.8218148201704025, "decode.d5.loss_dice": 0.9932091236114502, "decode.d6.loss_cls": 1.2816849410533906, "decode.d6.loss_mask": 0.8349540024995804, "decode.d6.loss_dice": 0.9631539165973664, "decode.d7.loss_cls": 1.2674792528152465, "decode.d7.loss_mask": 0.8359509348869324, "decode.d7.loss_dice": 0.9686002612113953, "decode.d8.loss_cls": 1.2737664699554443, "decode.d8.loss_mask": 0.8177703320980072, "decode.d8.loss_dice": 0.9489288210868836, "time": 0.5354625225067139, "memory": 7204, "step": 6150}
{"lr": 9.650618780874544e-06, "data_time": 0.008517289161682129, "grad_norm": 94.2022834777832, "loss": 38.285037994384766, "decode.loss_cls": 1.3138883590698243, "decode.loss_mask": 0.9931829094886779, "decode.loss_dice": 1.3230920374393462, "decode.d0.loss_cls": 2.4779848575592043, "decode.d0.loss_mask": 0.9808656990528106, "decode.d0.loss_dice": 1.5414158642292022, "decode.d1.loss_cls": 1.460312432050705, "decode.d1.loss_mask": 0.9932837724685669, "decode.d1.loss_dice": 1.446017849445343, "decode.d2.loss_cls": 1.3710989832878113, "decode.d2.loss_mask": 1.0157183825969696, "decode.d2.loss_dice": 1.4102555632591247, "decode.d3.loss_cls": 1.3494238585233689, "decode.d3.loss_mask": 1.053221583366394, "decode.d3.loss_dice": 1.3836224615573882, "decode.d4.loss_cls": 1.2762182295322417, "decode.d4.loss_mask": 1.0576880812644958, "decode.d4.loss_dice": 1.382642662525177, "decode.d5.loss_cls": 1.3952630907297134, "decode.d5.loss_mask": 0.9550382673740387, "decode.d5.loss_dice": 1.3267180800437928, "decode.d6.loss_cls": 1.3653718024492263, "decode.d6.loss_mask": 0.952249675989151, "decode.d6.loss_dice": 1.2942924857139588, "decode.d7.loss_cls": 1.336062729358673, "decode.d7.loss_mask": 0.9308233022689819, "decode.d7.loss_dice": 1.3070902347564697, "decode.d8.loss_cls": 1.3384627163410188, "decode.d8.loss_mask": 0.9514992386102676, "decode.d8.loss_dice": 1.3022337675094604, "time": 0.5332854986190796, "memory": 7230, "step": 6200}
{"lr": 9.647795081881603e-06, "data_time": 0.008514904975891113, "grad_norm": 91.68381805419922, "loss": 37.97232437133789, "decode.loss_cls": 1.46103236079216, "decode.loss_mask": 0.8557134985923767, "decode.loss_dice": 1.2394155502319335, "decode.d0.loss_cls": 2.908810794353485, "decode.d0.loss_mask": 0.8910155922174454, "decode.d0.loss_dice": 1.4931460082530976, "decode.d1.loss_cls": 1.6378325700759888, "decode.d1.loss_mask": 0.9101249933242798, "decode.d1.loss_dice": 1.3951757073402404, "decode.d2.loss_cls": 1.5232645630836488, "decode.d2.loss_mask": 0.8792648941278458, "decode.d2.loss_dice": 1.294289380311966, "decode.d3.loss_cls": 1.3972680866718292, "decode.d3.loss_mask": 0.8597734630107879, "decode.d3.loss_dice": 1.2894944846630096, "decode.d4.loss_cls": 1.513626617193222, "decode.d4.loss_mask": 0.8582026481628418, "decode.d4.loss_dice": 1.2754290223121643, "decode.d5.loss_cls": 1.4488925695419312, "decode.d5.loss_mask": 0.8582771748304368, "decode.d5.loss_dice": 1.2865505456924438, "decode.d6.loss_cls": 1.4248281180858613, "decode.d6.loss_mask": 0.8563027322292328, "decode.d6.loss_dice": 1.2271131873130798, "decode.d7.loss_cls": 1.4908534705638885, "decode.d7.loss_mask": 0.8685546010732651, "decode.d7.loss_dice": 1.2593850910663604, "decode.d8.loss_cls": 1.4109079599380494, "decode.d8.loss_mask": 0.8765316992998123, "decode.d8.loss_dice": 1.281248354911804, "time": 0.5288626432418824, "memory": 7225, "step": 6250}
{"lr": 9.644971291059568e-06, "data_time": 0.008509087562561034, "grad_norm": 92.36787948608398, "loss": 41.95997276306152, "decode.loss_cls": 1.5889761209487916, "decode.loss_mask": 0.8397165149450302, "decode.loss_dice": 1.5870400667190552, "decode.d0.loss_cls": 3.031148672103882, "decode.d0.loss_mask": 0.8459696054458619, "decode.d0.loss_dice": 1.8070200026035308, "decode.d1.loss_cls": 1.8560518622398376, "decode.d1.loss_mask": 0.8323873996734619, "decode.d1.loss_dice": 1.628432822227478, "decode.d2.loss_cls": 1.6807491540908814, "decode.d2.loss_mask": 0.8055113971233367, "decode.d2.loss_dice": 1.550592902302742, "decode.d3.loss_cls": 1.6307852625846864, "decode.d3.loss_mask": 0.8036880373954773, "decode.d3.loss_dice": 1.5374778628349304, "decode.d4.loss_cls": 1.6421515762805938, "decode.d4.loss_mask": 0.8265132635831833, "decode.d4.loss_dice": 1.5747685700654983, "decode.d5.loss_cls": 1.5730556130409241, "decode.d5.loss_mask": 0.8079907059669494, "decode.d5.loss_dice": 1.6093107998371123, "decode.d6.loss_cls": 1.606594479084015, "decode.d6.loss_mask": 0.8125532031059265, "decode.d6.loss_dice": 1.5894392132759094, "decode.d7.loss_cls": 1.5073292016983033, "decode.d7.loss_mask": 0.8050498306751251, "decode.d7.loss_dice": 1.6109830796718598, "decode.d8.loss_cls": 1.539982908964157, "decode.d8.loss_mask": 0.8250144422054291, "decode.d8.loss_dice": 1.6036864072084427, "time": 0.5572843790054322, "memory": 7230, "step": 6300}
{"lr": 9.64214740837556e-06, "data_time": 0.008505582809448242, "grad_norm": 95.17684478759766, "loss": 38.23493061065674, "decode.loss_cls": 1.5061543941497804, "decode.loss_mask": 0.9173969089984894, "decode.loss_dice": 1.1842344999313354, "decode.d0.loss_cls": 2.8309170722961428, "decode.d0.loss_mask": 0.9750060796737671, "decode.d0.loss_dice": 1.3594365656375884, "decode.d1.loss_cls": 1.726556396484375, "decode.d1.loss_mask": 0.9647918909788131, "decode.d1.loss_dice": 1.2919428050518036, "decode.d2.loss_cls": 1.5028253078460694, "decode.d2.loss_mask": 0.9282904207706452, "decode.d2.loss_dice": 1.1982855260372163, "decode.d3.loss_cls": 1.473289692401886, "decode.d3.loss_mask": 0.9467346668243408, "decode.d3.loss_dice": 1.199544322490692, "decode.d4.loss_cls": 1.5327328622341156, "decode.d4.loss_mask": 0.9351624310016632, "decode.d4.loss_dice": 1.1925202548503875, "decode.d5.loss_cls": 1.5920580744743347, "decode.d5.loss_mask": 0.9408326566219329, "decode.d5.loss_dice": 1.1798890709877015, "decode.d6.loss_cls": 1.5222501516342164, "decode.d6.loss_mask": 0.9436183035373688, "decode.d6.loss_dice": 1.165700525045395, "decode.d7.loss_cls": 1.5413590729236604, "decode.d7.loss_mask": 0.9550868332386017, "decode.d7.loss_dice": 1.1649651765823363, "decode.d8.loss_cls": 1.4775963842868804, "decode.d8.loss_mask": 0.9311839938163757, "decode.d8.loss_dice": 1.1545695602893828, "time": 0.5302453994750976, "memory": 7227, "step": 6350}
{"lr": 9.639323433796712e-06, "data_time": 0.008622097969055175, "grad_norm": 84.8567398071289, "loss": 30.712945461273193, "decode.loss_cls": 1.0487758249044419, "decode.loss_mask": 0.7324454188346863, "decode.loss_dice": 1.0575742334127427, "decode.d0.loss_cls": 2.280282771587372, "decode.d0.loss_mask": 0.7552882611751557, "decode.d0.loss_dice": 1.2486941277980805, "decode.d1.loss_cls": 1.1646214962005614, "decode.d1.loss_mask": 0.734131184220314, "decode.d1.loss_dice": 1.1357233971357346, "decode.d2.loss_cls": 1.123447197675705, "decode.d2.loss_mask": 0.7209964960813522, "decode.d2.loss_dice": 1.1063607782125473, "decode.d3.loss_cls": 1.0554220706224442, "decode.d3.loss_mask": 0.725002184510231, "decode.d3.loss_dice": 1.0761007487773895, "decode.d4.loss_cls": 1.0547263026237488, "decode.d4.loss_mask": 0.7468221008777618, "decode.d4.loss_dice": 1.092782700061798, "decode.d5.loss_cls": 1.129208070039749, "decode.d5.loss_mask": 0.7481735497713089, "decode.d5.loss_dice": 1.117257434129715, "decode.d6.loss_cls": 1.085354894399643, "decode.d6.loss_mask": 0.7727575242519379, "decode.d6.loss_dice": 1.0916825652122497, "decode.d7.loss_cls": 1.0919879466295241, "decode.d7.loss_mask": 0.7515645831823349, "decode.d7.loss_dice": 1.1133961766958236, "decode.d8.loss_cls": 1.1108098030090332, "decode.d8.loss_mask": 0.7702389061450958, "decode.d8.loss_dice": 1.071316510438919, "time": 0.527899956703186, "memory": 7255, "step": 6400}
{"lr": 9.636499367290104e-06, "data_time": 0.008420062065124512, "grad_norm": 98.75828628540039, "loss": 40.21348838806152, "decode.loss_cls": 1.3908959776163101, "decode.loss_mask": 0.8898727566003799, "decode.loss_dice": 1.5112196385860444, "decode.d0.loss_cls": 3.081733930110931, "decode.d0.loss_mask": 0.962872850894928, "decode.d0.loss_dice": 1.7202008605003356, "decode.d1.loss_cls": 1.5777180969715119, "decode.d1.loss_mask": 0.9576944380998611, "decode.d1.loss_dice": 1.6072007596492768, "decode.d2.loss_cls": 1.51778404712677, "decode.d2.loss_mask": 0.8729309141635895, "decode.d2.loss_dice": 1.4728881478309632, "decode.d3.loss_cls": 1.3078282117843627, "decode.d3.loss_mask": 0.8882299929857254, "decode.d3.loss_dice": 1.5294448673725127, "decode.d4.loss_cls": 1.300339737534523, "decode.d4.loss_mask": 0.8780896067619324, "decode.d4.loss_dice": 1.5062505722045898, "decode.d5.loss_cls": 1.355842399597168, "decode.d5.loss_mask": 0.9286567717790604, "decode.d5.loss_dice": 1.5287976562976837, "decode.d6.loss_cls": 1.3987420618534088, "decode.d6.loss_mask": 0.9169076234102249, "decode.d6.loss_dice": 1.5166487336158752, "decode.d7.loss_cls": 1.3923270374536514, "decode.d7.loss_mask": 0.9213336139917374, "decode.d7.loss_dice": 1.5285900294780732, "decode.d8.loss_cls": 1.394602519273758, "decode.d8.loss_mask": 0.880822503566742, "decode.d8.loss_dice": 1.4770225703716278, "time": 0.5286266088485718, "memory": 7274, "step": 6450}
{"lr": 9.633675208822816e-06, "data_time": 0.008507061004638671, "grad_norm": 109.6322624206543, "loss": 29.90069971084595, "decode.loss_cls": 1.1547949850559234, "decode.loss_mask": 0.6151860356330872, "decode.loss_dice": 0.8951494634151459, "decode.d0.loss_cls": 2.789018487930298, "decode.d0.loss_mask": 0.7283747553825378, "decode.d0.loss_dice": 1.1287333369255066, "decode.d1.loss_cls": 1.3104624032974244, "decode.d1.loss_mask": 0.699644210934639, "decode.d1.loss_dice": 1.0236102253198625, "decode.d2.loss_cls": 1.2546264767646789, "decode.d2.loss_mask": 0.672336283326149, "decode.d2.loss_dice": 0.985481932759285, "decode.d3.loss_cls": 1.2744801878929137, "decode.d3.loss_mask": 0.6479717850685119, "decode.d3.loss_dice": 0.9306527554988862, "decode.d4.loss_cls": 1.20487539768219, "decode.d4.loss_mask": 0.646025025844574, "decode.d4.loss_dice": 0.9326563060283661, "decode.d5.loss_cls": 1.2548755347728728, "decode.d5.loss_mask": 0.6152833715081215, "decode.d5.loss_dice": 0.9471164315938949, "decode.d6.loss_cls": 1.1158866047859193, "decode.d6.loss_mask": 0.6196075737476349, "decode.d6.loss_dice": 0.949029940366745, "decode.d7.loss_cls": 1.2528670370578765, "decode.d7.loss_mask": 0.6216854348778724, "decode.d7.loss_dice": 0.9277336567640304, "decode.d8.loss_cls": 1.2006799697875976, "decode.d8.loss_mask": 0.6133563667535782, "decode.d8.loss_dice": 0.8884970307350158, "time": 0.5302617311477661, "memory": 7222, "step": 6500}
{"lr": 9.630850958361895e-06, "data_time": 0.00855705738067627, "grad_norm": 113.46744384765626, "loss": 42.551356887817384, "decode.loss_cls": 1.5795962035655975, "decode.loss_mask": 0.8837530702352524, "decode.loss_dice": 1.6716149687767028, "decode.d0.loss_cls": 3.109703254699707, "decode.d0.loss_mask": 0.8305721402168273, "decode.d0.loss_dice": 1.8222113609313966, "decode.d1.loss_cls": 1.7338888347148895, "decode.d1.loss_mask": 0.8759753823280334, "decode.d1.loss_dice": 1.7520250976085663, "decode.d2.loss_cls": 1.6000098645687104, "decode.d2.loss_mask": 0.8318897426128388, "decode.d2.loss_dice": 1.6120082437992096, "decode.d3.loss_cls": 1.6396441876888275, "decode.d3.loss_mask": 0.8322927832603455, "decode.d3.loss_dice": 1.5800912499427795, "decode.d4.loss_cls": 1.6117270171642304, "decode.d4.loss_mask": 0.8385819464921951, "decode.d4.loss_dice": 1.6315836757421494, "decode.d5.loss_cls": 1.5647002518177033, "decode.d5.loss_mask": 0.8184922426939011, "decode.d5.loss_dice": 1.6052523732185364, "decode.d6.loss_cls": 1.6083932757377624, "decode.d6.loss_mask": 0.8489329516887665, "decode.d6.loss_dice": 1.5484130203723907, "decode.d7.loss_cls": 1.5931389212608338, "decode.d7.loss_mask": 0.818331828713417, "decode.d7.loss_dice": 1.5736430197954179, "decode.d8.loss_cls": 1.6799504518508912, "decode.d8.loss_mask": 0.8476882755756379, "decode.d8.loss_dice": 1.607252699136734, "time": 0.5576231479644775, "memory": 7260, "step": 6550}
{"lr": 9.628026615874365e-06, "data_time": 0.008536744117736816, "grad_norm": 99.86792755126953, "loss": 40.400101280212404, "decode.loss_cls": 1.5909521102905273, "decode.loss_mask": 0.9283460468053818, "decode.loss_dice": 1.323446872830391, "decode.d0.loss_cls": 2.6799532413482665, "decode.d0.loss_mask": 1.0108373165130615, "decode.d0.loss_dice": 1.526589560508728, "decode.d1.loss_cls": 1.6511380791664123, "decode.d1.loss_mask": 1.0673306614160538, "decode.d1.loss_dice": 1.454870492219925, "decode.d2.loss_cls": 1.5347739279270172, "decode.d2.loss_mask": 0.9951634168624878, "decode.d2.loss_dice": 1.3527093172073363, "decode.d3.loss_cls": 1.528260725736618, "decode.d3.loss_mask": 0.9802184075117111, "decode.d3.loss_dice": 1.3316758185625077, "decode.d4.loss_cls": 1.4959397435188293, "decode.d4.loss_mask": 1.0199882715940476, "decode.d4.loss_dice": 1.341636097431183, "decode.d5.loss_cls": 1.5761864125728606, "decode.d5.loss_mask": 1.0080430835485459, "decode.d5.loss_dice": 1.3326371401548385, "decode.d6.loss_cls": 1.4960433512926101, "decode.d6.loss_mask": 1.0260532796382904, "decode.d6.loss_dice": 1.3664662539958954, "decode.d7.loss_cls": 1.5060073971748351, "decode.d7.loss_mask": 1.0654639959335328, "decode.d7.loss_dice": 1.3774082779884338, "decode.d8.loss_cls": 1.4907318830490113, "decode.d8.loss_mask": 0.9869238585233688, "decode.d8.loss_dice": 1.3543055206537247, "time": 0.5314265012741088, "memory": 7235, "step": 6600}
{"lr": 9.625202181327238e-06, "data_time": 0.008569073677062989, "grad_norm": 86.29522323608398, "loss": 33.34739017486572, "decode.loss_cls": 1.242993387579918, "decode.loss_mask": 0.8123159736394883, "decode.loss_dice": 1.1372319132089614, "decode.d0.loss_cls": 2.6086994647979735, "decode.d0.loss_mask": 0.8281671077013015, "decode.d0.loss_dice": 1.314839393645525, "decode.d1.loss_cls": 1.3591757804155349, "decode.d1.loss_mask": 0.7955121636390686, "decode.d1.loss_dice": 1.2447394609451294, "decode.d2.loss_cls": 1.1641471236944199, "decode.d2.loss_mask": 0.7801045224070549, "decode.d2.loss_dice": 1.1877274826169013, "decode.d3.loss_cls": 1.136843428015709, "decode.d3.loss_mask": 0.8085459396243095, "decode.d3.loss_dice": 1.1917241171002388, "decode.d4.loss_cls": 1.11680309176445, "decode.d4.loss_mask": 0.8164528638124466, "decode.d4.loss_dice": 1.1953725323081017, "decode.d5.loss_cls": 1.1102629482746125, "decode.d5.loss_mask": 0.8587883740663529, "decode.d5.loss_dice": 1.1576197393238545, "decode.d6.loss_cls": 1.1649129703640937, "decode.d6.loss_mask": 0.8269430845975876, "decode.d6.loss_dice": 1.1305375143885612, "decode.d7.loss_cls": 1.2137609332799912, "decode.d7.loss_mask": 0.815755832195282, "decode.d7.loss_dice": 1.1238458260893822, "decode.d8.loss_cls": 1.2443587124347686, "decode.d8.loss_mask": 0.8097885131835938, "decode.d8.loss_dice": 1.149419377744198, "time": 0.5533778667449951, "memory": 7313, "step": 6650}
{"lr": 9.622377654687484e-06, "data_time": 0.008571624755859375, "grad_norm": 93.19563140869141, "loss": 42.50241641998291, "decode.loss_cls": 1.556453561782837, "decode.loss_mask": 0.875239223241806, "decode.loss_dice": 1.6070048391819, "decode.d0.loss_cls": 3.1361453771591186, "decode.d0.loss_mask": 0.9472337603569031, "decode.d0.loss_dice": 1.8880103051662445, "decode.d1.loss_cls": 1.6242418885231018, "decode.d1.loss_mask": 0.9155424356460571, "decode.d1.loss_dice": 1.732188528776169, "decode.d2.loss_cls": 1.5642563104629517, "decode.d2.loss_mask": 0.9000551283359528, "decode.d2.loss_dice": 1.6443451046943665, "decode.d3.loss_cls": 1.4976565182209014, "decode.d3.loss_mask": 0.9137656390666962, "decode.d3.loss_dice": 1.5931279480457305, "decode.d4.loss_cls": 1.5490108489990235, "decode.d4.loss_mask": 0.8711879551410675, "decode.d4.loss_dice": 1.5819214403629303, "decode.d5.loss_cls": 1.510684895515442, "decode.d5.loss_mask": 0.8777368128299713, "decode.d5.loss_dice": 1.610503965616226, "decode.d6.loss_cls": 1.5456438660621643, "decode.d6.loss_mask": 0.8843601524829865, "decode.d6.loss_dice": 1.6034877121448516, "decode.d7.loss_cls": 1.4961692631244659, "decode.d7.loss_mask": 0.9118362605571747, "decode.d7.loss_dice": 1.6337149560451507, "decode.d8.loss_cls": 1.5170425355434418, "decode.d8.loss_mask": 0.9077927768230438, "decode.d8.loss_dice": 1.6060568571090699, "time": 0.5292541980743408, "memory": 7249, "step": 6700}
{"lr": 9.619553035922074e-06, "data_time": 0.008526873588562012, "grad_norm": 92.66284103393555, "loss": 38.842832469940184, "decode.loss_cls": 1.4680982768535613, "decode.loss_mask": 0.8928529739379882, "decode.loss_dice": 1.3340253353118896, "decode.d0.loss_cls": 2.996646988391876, "decode.d0.loss_mask": 0.9045655369758606, "decode.d0.loss_dice": 1.6249741435050964, "decode.d1.loss_cls": 1.550918459892273, "decode.d1.loss_mask": 0.9478020519018173, "decode.d1.loss_dice": 1.5330740004777907, "decode.d2.loss_cls": 1.4827755033969878, "decode.d2.loss_mask": 0.8981452107429504, "decode.d2.loss_dice": 1.3952355206012725, "decode.d3.loss_cls": 1.4102655053138733, "decode.d3.loss_mask": 0.8899851113557815, "decode.d3.loss_dice": 1.3480939626693726, "decode.d4.loss_cls": 1.3916218012571335, "decode.d4.loss_mask": 0.9126310318708419, "decode.d4.loss_dice": 1.3576069176197052, "decode.d5.loss_cls": 1.3106618046760559, "decode.d5.loss_mask": 0.9337676256895066, "decode.d5.loss_dice": 1.3439773917198181, "decode.d6.loss_cls": 1.4024589598178863, "decode.d6.loss_mask": 0.8717757135629653, "decode.d6.loss_dice": 1.298307541012764, "decode.d7.loss_cls": 1.387802419066429, "decode.d7.loss_mask": 0.9316979676485062, "decode.d7.loss_dice": 1.2974110066890716, "decode.d8.loss_cls": 1.458994421362877, "decode.d8.loss_mask": 0.9035235822200776, "decode.d8.loss_dice": 1.3631354600191117, "time": 0.5299929618835449, "memory": 7354, "step": 6750}
{"lr": 9.61672832499794e-06, "data_time": 0.008407807350158692, "grad_norm": 107.1440544128418, "loss": 34.669327354431154, "decode.loss_cls": 1.2193861424922943, "decode.loss_mask": 0.9102373778820038, "decode.loss_dice": 1.0833320617675781, "decode.d0.loss_cls": 2.7156960487365724, "decode.d0.loss_mask": 0.9717116355895996, "decode.d0.loss_dice": 1.286133199930191, "decode.d1.loss_cls": 1.4009914577007294, "decode.d1.loss_mask": 0.915072426199913, "decode.d1.loss_dice": 1.2096418976783752, "decode.d2.loss_cls": 1.3132032811641694, "decode.d2.loss_mask": 0.9174337327480316, "decode.d2.loss_dice": 1.1577271342277526, "decode.d3.loss_cls": 1.3149724900722504, "decode.d3.loss_mask": 0.9090901851654053, "decode.d3.loss_dice": 1.0798055529594421, "decode.d4.loss_cls": 1.2868633449077607, "decode.d4.loss_mask": 0.8791240513324737, "decode.d4.loss_dice": 1.0747217297554017, "decode.d5.loss_cls": 1.284670889377594, "decode.d5.loss_mask": 0.8995046019554138, "decode.d5.loss_dice": 1.1030683398246766, "decode.d6.loss_cls": 1.3182262063026429, "decode.d6.loss_mask": 0.8807468056678772, "decode.d6.loss_dice": 1.0683268070220948, "decode.d7.loss_cls": 1.261569082736969, "decode.d7.loss_mask": 0.8740954875946045, "decode.d7.loss_dice": 1.0771549940109253, "decode.d8.loss_cls": 1.23933807015419, "decode.d8.loss_mask": 0.9124438643455506, "decode.d8.loss_dice": 1.1050386428833008, "time": 0.5325885534286499, "memory": 7254, "step": 6800}
{"lr": 9.613903521882e-06, "data_time": 0.008413362503051757, "grad_norm": 101.2575668334961, "loss": 41.333923721313475, "decode.loss_cls": 1.262890885770321, "decode.loss_mask": 0.9357745289802551, "decode.loss_dice": 1.6674945056438446, "decode.d0.loss_cls": 2.8317278146743776, "decode.d0.loss_mask": 0.9848314046859741, "decode.d0.loss_dice": 1.9491209030151366, "decode.d1.loss_cls": 1.4838240534067153, "decode.d1.loss_mask": 1.0433861523866654, "decode.d1.loss_dice": 1.864432591199875, "decode.d2.loss_cls": 1.3298025965690612, "decode.d2.loss_mask": 0.99956975877285, "decode.d2.loss_dice": 1.7998124599456786, "decode.d3.loss_cls": 1.2697468474507332, "decode.d3.loss_mask": 0.9341093599796295, "decode.d3.loss_dice": 1.6828205406665802, "decode.d4.loss_cls": 1.2695721223950387, "decode.d4.loss_mask": 0.9278630405664444, "decode.d4.loss_dice": 1.6625717461109162, "decode.d5.loss_cls": 1.2439998552203178, "decode.d5.loss_mask": 0.9123596906661987, "decode.d5.loss_dice": 1.6839775443077087, "decode.d6.loss_cls": 1.2923186495900154, "decode.d6.loss_mask": 0.9451701939105988, "decode.d6.loss_dice": 1.6513473629951476, "decode.d7.loss_cls": 1.226962248980999, "decode.d7.loss_mask": 0.9250321835279465, "decode.d7.loss_dice": 1.6835316598415375, "decode.d8.loss_cls": 1.2750239327549935, "decode.d8.loss_mask": 0.9279169231653214, "decode.d8.loss_dice": 1.6669302225112914, "time": 0.5826959848403931, "memory": 7209, "step": 6850}
{"lr": 9.611078626541142e-06, "data_time": 0.008553433418273925, "grad_norm": 97.92689933776856, "loss": 43.252807998657225, "decode.loss_cls": 1.6334701776504517, "decode.loss_mask": 0.9861616224050522, "decode.loss_dice": 1.492174994945526, "decode.d0.loss_cls": 2.922487425804138, "decode.d0.loss_mask": 1.1342970192432404, "decode.d0.loss_dice": 1.7930267810821534, "decode.d1.loss_cls": 1.803600251674652, "decode.d1.loss_mask": 1.0013317108154296, "decode.d1.loss_dice": 1.6702460050582886, "decode.d2.loss_cls": 1.614392912387848, "decode.d2.loss_mask": 1.0156324326992034, "decode.d2.loss_dice": 1.579466062784195, "decode.d3.loss_cls": 1.6612443923950195, "decode.d3.loss_mask": 0.9460457772016525, "decode.d3.loss_dice": 1.478549098968506, "decode.d4.loss_cls": 1.671893584728241, "decode.d4.loss_mask": 0.9468194037675858, "decode.d4.loss_dice": 1.5082040548324585, "decode.d5.loss_cls": 1.6427024185657502, "decode.d5.loss_mask": 0.93450425863266, "decode.d5.loss_dice": 1.4896845698356629, "decode.d6.loss_cls": 1.6573619782924651, "decode.d6.loss_mask": 0.9232239782810211, "decode.d6.loss_dice": 1.4747489929199218, "decode.d7.loss_cls": 1.5922469735145568, "decode.d7.loss_mask": 0.9716297686100006, "decode.d7.loss_dice": 1.5174634218215943, "decode.d8.loss_cls": 1.648752784729004, "decode.d8.loss_mask": 0.9933475464582443, "decode.d8.loss_dice": 1.5480982780456543, "time": 0.5289474725723267, "memory": 7208, "step": 6900}
{"lr": 9.60825363894223e-06, "data_time": 0.008390378952026368, "grad_norm": 90.38490753173828, "loss": 40.528218841552736, "decode.loss_cls": 1.4729463517665864, "decode.loss_mask": 0.7933982729911804, "decode.loss_dice": 1.4970618963241578, "decode.d0.loss_cls": 3.0608943700790405, "decode.d0.loss_mask": 0.8516717672348022, "decode.d0.loss_dice": 1.8345725655555725, "decode.d1.loss_cls": 1.6920897245407105, "decode.d1.loss_mask": 0.8719186097383499, "decode.d1.loss_dice": 1.656552690267563, "decode.d2.loss_cls": 1.5092679738998414, "decode.d2.loss_mask": 0.8583466202020645, "decode.d2.loss_dice": 1.6103675067424774, "decode.d3.loss_cls": 1.5298704504966736, "decode.d3.loss_mask": 0.8199905127286911, "decode.d3.loss_dice": 1.5573867022991181, "decode.d4.loss_cls": 1.5175356984138488, "decode.d4.loss_mask": 0.805317485332489, "decode.d4.loss_dice": 1.5159374356269837, "decode.d5.loss_cls": 1.415451806783676, "decode.d5.loss_mask": 0.806211844086647, "decode.d5.loss_dice": 1.5746770560741425, "decode.d6.loss_cls": 1.384854608774185, "decode.d6.loss_mask": 0.7827969580888748, "decode.d6.loss_dice": 1.5170656979084014, "decode.d7.loss_cls": 1.5145464718341828, "decode.d7.loss_mask": 0.775797837972641, "decode.d7.loss_dice": 1.5136287569999696, "decode.d8.loss_cls": 1.5214714050292968, "decode.d8.loss_mask": 0.7706040859222412, "decode.d8.loss_dice": 1.4959848642349243, "time": 0.5311725378036499, "memory": 7214, "step": 6950}
{"lr": 9.60542855905211e-06, "data_time": 0.008588767051696778, "grad_norm": 100.47098770141602, "loss": 43.48265628814697, "decode.loss_cls": 1.2857883870601654, "decode.loss_mask": 1.034764474630356, "decode.loss_dice": 1.7132104992866517, "decode.d0.loss_cls": 2.878997015953064, "decode.d0.loss_mask": 1.1346393406391144, "decode.d0.loss_dice": 2.0773499608039856, "decode.d1.loss_cls": 1.5142251193523406, "decode.d1.loss_mask": 1.0914008259773254, "decode.d1.loss_dice": 1.962563955783844, "decode.d2.loss_cls": 1.4343831837177277, "decode.d2.loss_mask": 1.0586417675018311, "decode.d2.loss_dice": 1.855776298046112, "decode.d3.loss_cls": 1.4153443038463593, "decode.d3.loss_mask": 0.9846340239048004, "decode.d3.loss_dice": 1.7253196358680725, "decode.d4.loss_cls": 1.4087927043437958, "decode.d4.loss_mask": 0.9932410299777985, "decode.d4.loss_dice": 1.726375687122345, "decode.d5.loss_cls": 1.3923757374286652, "decode.d5.loss_mask": 0.9744257450103759, "decode.d5.loss_dice": 1.7177886962890625, "decode.d6.loss_cls": 1.3058789044618606, "decode.d6.loss_mask": 0.9742862343788147, "decode.d6.loss_dice": 1.7007932782173156, "decode.d7.loss_cls": 1.3022785663604737, "decode.d7.loss_mask": 1.0066297709941865, "decode.d7.loss_dice": 1.7200766682624817, "decode.d8.loss_cls": 1.3287436366081238, "decode.d8.loss_mask": 1.0219717085361482, "decode.d8.loss_dice": 1.7419610500335694, "time": 0.5284168004989624, "memory": 7229, "step": 7000}
{"lr": 9.602603386837613e-06, "data_time": 0.008748960494995118, "grad_norm": 102.33426437377929, "loss": 33.904553985595705, "decode.loss_cls": 1.174959510564804, "decode.loss_mask": 0.7543110102415085, "decode.loss_dice": 1.2814378172159195, "decode.d0.loss_cls": 2.5933525562286377, "decode.d0.loss_mask": 0.7561393767595291, "decode.d0.loss_dice": 1.5183941543102264, "decode.d1.loss_cls": 1.4811745166778565, "decode.d1.loss_mask": 0.7582675814628601, "decode.d1.loss_dice": 1.3641171395778655, "decode.d2.loss_cls": 1.2246668696403504, "decode.d2.loss_mask": 0.7242790639400483, "decode.d2.loss_dice": 1.3006288230419158, "decode.d3.loss_cls": 1.1982150316238402, "decode.d3.loss_mask": 0.7452693998813629, "decode.d3.loss_dice": 1.2556127786636353, "decode.d4.loss_cls": 1.1769594967365264, "decode.d4.loss_mask": 0.7322469532489777, "decode.d4.loss_dice": 1.2596079856157303, "decode.d5.loss_cls": 1.166163694858551, "decode.d5.loss_mask": 0.7377675473690033, "decode.d5.loss_dice": 1.2511233866214753, "decode.d6.loss_cls": 1.097715076804161, "decode.d6.loss_mask": 0.7466272294521332, "decode.d6.loss_dice": 1.2716949552297592, "decode.d7.loss_cls": 1.1509128123521806, "decode.d7.loss_mask": 0.727754944562912, "decode.d7.loss_dice": 1.2773709654808045, "decode.d8.loss_cls": 1.141068050265312, "decode.d8.loss_mask": 0.7327860593795776, "decode.d8.loss_dice": 1.3039273977279664, "time": 0.5313356876373291, "memory": 7262, "step": 7050}
{"lr": 9.599778122265529e-06, "data_time": 0.008330321311950684, "grad_norm": 97.18588333129883, "loss": 37.05179662704468, "decode.loss_cls": 1.3781348258256911, "decode.loss_mask": 0.7416737288236618, "decode.loss_dice": 1.3218190014362334, "decode.d0.loss_cls": 2.8965501189231873, "decode.d0.loss_mask": 0.8359752416610717, "decode.d0.loss_dice": 1.6144282966852188, "decode.d1.loss_cls": 1.4326670706272124, "decode.d1.loss_mask": 0.8268511325120926, "decode.d1.loss_dice": 1.500649982690811, "decode.d2.loss_cls": 1.3721942573785781, "decode.d2.loss_mask": 0.8259740382432937, "decode.d2.loss_dice": 1.3966343879699707, "decode.d3.loss_cls": 1.4024164795875549, "decode.d3.loss_mask": 0.8046393603086471, "decode.d3.loss_dice": 1.3342574030160903, "decode.d4.loss_cls": 1.4164312422275542, "decode.d4.loss_mask": 0.7882884293794632, "decode.d4.loss_dice": 1.3343204081058502, "decode.d5.loss_cls": 1.4499246031045914, "decode.d5.loss_mask": 0.7364485710859299, "decode.d5.loss_dice": 1.2695553600788116, "decode.d6.loss_cls": 1.4154036611318588, "decode.d6.loss_mask": 0.745238384604454, "decode.d6.loss_dice": 1.3113085508346558, "decode.d7.loss_cls": 1.3905381947755813, "decode.d7.loss_mask": 0.7466097354888916, "decode.d7.loss_dice": 1.3052861362695694, "decode.d8.loss_cls": 1.3754621386528014, "decode.d8.loss_mask": 0.7492202669382095, "decode.d8.loss_dice": 1.3328938752412796, "time": 0.5293583869934082, "memory": 7218, "step": 7100}
{"lr": 9.596952765302647e-06, "data_time": 0.008538460731506348, "grad_norm": 101.94345245361328, "loss": 42.25894908905029, "decode.loss_cls": 1.4671656370162964, "decode.loss_mask": 1.041637971997261, "decode.loss_dice": 1.4825827717781066, "decode.d0.loss_cls": 2.8618051171302796, "decode.d0.loss_mask": 1.216023898124695, "decode.d0.loss_dice": 1.787729847431183, "decode.d1.loss_cls": 1.5822134286165237, "decode.d1.loss_mask": 1.128475934267044, "decode.d1.loss_dice": 1.5978754937648774, "decode.d2.loss_cls": 1.6147677958011628, "decode.d2.loss_mask": 1.0388229548931123, "decode.d2.loss_dice": 1.4860101222991944, "decode.d3.loss_cls": 1.4979439973831177, "decode.d3.loss_mask": 0.9990085661411285, "decode.d3.loss_dice": 1.5038081586360932, "decode.d4.loss_cls": 1.4412105917930602, "decode.d4.loss_mask": 0.9925744831562042, "decode.d4.loss_dice": 1.4940804183483123, "decode.d5.loss_cls": 1.5114767968654632, "decode.d5.loss_mask": 0.9940646916627884, "decode.d5.loss_dice": 1.4860561668872834, "decode.d6.loss_cls": 1.4345629513263702, "decode.d6.loss_mask": 1.064568144083023, "decode.d6.loss_dice": 1.4965119540691376, "decode.d7.loss_cls": 1.4296615719795227, "decode.d7.loss_mask": 1.0562776148319244, "decode.d7.loss_dice": 1.512536597251892, "decode.d8.loss_cls": 1.515112543106079, "decode.d8.loss_mask": 1.0198319584131241, "decode.d8.loss_dice": 1.504550391435623, "time": 0.5295722723007202, "memory": 7234, "step": 7150}
{"lr": 9.594127315915707e-06, "data_time": 0.008492875099182128, "grad_norm": 86.55098419189453, "loss": 34.67830581665039, "decode.loss_cls": 1.4142888605594635, "decode.loss_mask": 0.7692952483892441, "decode.loss_dice": 1.163018488883972, "decode.d0.loss_cls": 2.5363348960876464, "decode.d0.loss_mask": 0.8058232545852662, "decode.d0.loss_dice": 1.2804981529712678, "decode.d1.loss_cls": 1.4745253145694732, "decode.d1.loss_mask": 0.8095119297504425, "decode.d1.loss_dice": 1.2395517528057098, "decode.d2.loss_cls": 1.3811674267053604, "decode.d2.loss_mask": 0.7909807503223419, "decode.d2.loss_dice": 1.1742749571800233, "decode.d3.loss_cls": 1.3379390984773636, "decode.d3.loss_mask": 0.7727459877729416, "decode.d3.loss_dice": 1.1667426347732544, "decode.d4.loss_cls": 1.3102991223335265, "decode.d4.loss_mask": 0.8059013605117797, "decode.d4.loss_dice": 1.1546136349439622, "decode.d5.loss_cls": 1.4224631071090699, "decode.d5.loss_mask": 0.7941953867673874, "decode.d5.loss_dice": 1.1405607521533967, "decode.d6.loss_cls": 1.347567081451416, "decode.d6.loss_mask": 0.7767374664545059, "decode.d6.loss_dice": 1.150029781460762, "decode.d7.loss_cls": 1.3831369400024414, "decode.d7.loss_mask": 0.7693849235773087, "decode.d7.loss_dice": 1.1575485169887543, "decode.d8.loss_cls": 1.4087280720472335, "decode.d8.loss_mask": 0.7841202795505524, "decode.d8.loss_dice": 1.1563210040330887, "time": 0.5303789377212524, "memory": 7246, "step": 7200}
{"lr": 9.591301774071444e-06, "data_time": 0.00854043960571289, "grad_norm": 89.0966079711914, "loss": 37.7255220413208, "decode.loss_cls": 1.2655909299850463, "decode.loss_mask": 1.0333900094032287, "decode.loss_dice": 1.2987061142921448, "decode.d0.loss_cls": 2.5734513282775877, "decode.d0.loss_mask": 1.1008895128965377, "decode.d0.loss_dice": 1.5124182224273681, "decode.d1.loss_cls": 1.3367267787456512, "decode.d1.loss_mask": 1.064284098148346, "decode.d1.loss_dice": 1.4193356096744538, "decode.d2.loss_cls": 1.2818369269371033, "decode.d2.loss_mask": 1.0522465735673905, "decode.d2.loss_dice": 1.3390743672847747, "decode.d3.loss_cls": 1.2914721965789795, "decode.d3.loss_mask": 1.0437328517436981, "decode.d3.loss_dice": 1.2867142021656037, "decode.d4.loss_cls": 1.261271235346794, "decode.d4.loss_mask": 1.0335383892059327, "decode.d4.loss_dice": 1.2942343413829804, "decode.d5.loss_cls": 1.2994246184825897, "decode.d5.loss_mask": 1.021718892455101, "decode.d5.loss_dice": 1.2977003544569015, "decode.d6.loss_cls": 1.2734504640102386, "decode.d6.loss_mask": 1.0045032143592834, "decode.d6.loss_dice": 1.2535720765590668, "decode.d7.loss_cls": 1.2360763609409333, "decode.d7.loss_mask": 1.0207786023616792, "decode.d7.loss_dice": 1.2706865072250366, "decode.d8.loss_cls": 1.2487151265144347, "decode.d8.loss_mask": 1.0303334414958953, "decode.d8.loss_dice": 1.279648557305336, "time": 0.5302634000778198, "memory": 7242, "step": 7250}
{"lr": 9.588476139736573e-06, "data_time": 0.008648133277893067, "grad_norm": 93.4036994934082, "loss": 38.333718872070314, "decode.loss_cls": 1.4095394998788833, "decode.loss_mask": 0.964181250333786, "decode.loss_dice": 1.254657942056656, "decode.d0.loss_cls": 2.7117247223854064, "decode.d0.loss_mask": 0.9863436937332153, "decode.d0.loss_dice": 1.4502255707979201, "decode.d1.loss_cls": 1.69292671084404, "decode.d1.loss_mask": 0.919833168387413, "decode.d1.loss_dice": 1.2962598979473114, "decode.d2.loss_cls": 1.551583456993103, "decode.d2.loss_mask": 0.8973940998315811, "decode.d2.loss_dice": 1.2690164417028427, "decode.d3.loss_cls": 1.471901148557663, "decode.d3.loss_mask": 0.9344925850629806, "decode.d3.loss_dice": 1.2360182285308838, "decode.d4.loss_cls": 1.5193296492099762, "decode.d4.loss_mask": 0.9355668410658836, "decode.d4.loss_dice": 1.2558450877666474, "decode.d5.loss_cls": 1.4804135084152221, "decode.d5.loss_mask": 0.9219729661941528, "decode.d5.loss_dice": 1.2441869616508483, "decode.d6.loss_cls": 1.4543980568647386, "decode.d6.loss_mask": 0.9432808637619019, "decode.d6.loss_dice": 1.2590952515602112, "decode.d7.loss_cls": 1.4232507973909378, "decode.d7.loss_mask": 0.9467811793088913, "decode.d7.loss_dice": 1.2267239272594452, "decode.d8.loss_cls": 1.4334422528743744, "decode.d8.loss_mask": 0.9744736030697823, "decode.d8.loss_dice": 1.2688584268093108, "time": 0.5274152994155884, "memory": 7219, "step": 7300}
{"lr": 9.585650412877774e-06, "data_time": 0.008437776565551757, "grad_norm": 107.27663803100586, "loss": 36.440820121765135, "decode.loss_cls": 1.09104525744915, "decode.loss_mask": 0.7945215657353402, "decode.loss_dice": 1.5044494032859803, "decode.d0.loss_cls": 2.4684882521629334, "decode.d0.loss_mask": 0.8563082695007325, "decode.d0.loss_dice": 1.7609629094600678, "decode.d1.loss_cls": 1.2413643836975097, "decode.d1.loss_mask": 0.8737843826413154, "decode.d1.loss_dice": 1.6869753167033195, "decode.d2.loss_cls": 1.255655986070633, "decode.d2.loss_mask": 0.8216940104961395, "decode.d2.loss_dice": 1.5780313044786454, "decode.d3.loss_cls": 1.0933987468481063, "decode.d3.loss_mask": 0.7986795827746391, "decode.d3.loss_dice": 1.5172694578766823, "decode.d4.loss_cls": 1.1394127547740935, "decode.d4.loss_mask": 0.8081261977553368, "decode.d4.loss_dice": 1.537726917862892, "decode.d5.loss_cls": 1.0620569944381715, "decode.d5.loss_mask": 0.8012209057807922, "decode.d5.loss_dice": 1.5191845178604126, "decode.d6.loss_cls": 1.1228556841611863, "decode.d6.loss_mask": 0.7780586838722229, "decode.d6.loss_dice": 1.4848376393318177, "decode.d7.loss_cls": 1.156423032283783, "decode.d7.loss_mask": 0.7796769842505455, "decode.d7.loss_dice": 1.4832265198230743, "decode.d8.loss_cls": 1.1277821511030197, "decode.d8.loss_mask": 0.7805306509137153, "decode.d8.loss_dice": 1.5170717149972917, "time": 0.5293538093566894, "memory": 7224, "step": 7350}
{"lr": 9.58282459346172e-06, "data_time": 0.008683991432189942, "grad_norm": 92.84837112426757, "loss": 36.14926033020019, "decode.loss_cls": 1.1876348704099655, "decode.loss_mask": 0.8992728084325791, "decode.loss_dice": 1.3435255736112595, "decode.d0.loss_cls": 2.641160786151886, "decode.d0.loss_mask": 0.9147333443164826, "decode.d0.loss_dice": 1.4142569988965987, "decode.d1.loss_cls": 1.490865010023117, "decode.d1.loss_mask": 0.9101486057043076, "decode.d1.loss_dice": 1.37583267390728, "decode.d2.loss_cls": 1.3696572065353394, "decode.d2.loss_mask": 0.9048063606023788, "decode.d2.loss_dice": 1.301429209113121, "decode.d3.loss_cls": 1.2281925857067109, "decode.d3.loss_mask": 0.8889058977365494, "decode.d3.loss_dice": 1.2805133938789368, "decode.d4.loss_cls": 1.294945901632309, "decode.d4.loss_mask": 0.8584093630313874, "decode.d4.loss_dice": 1.2521326422691346, "decode.d5.loss_cls": 1.2214525014162063, "decode.d5.loss_mask": 0.8592621326446533, "decode.d5.loss_dice": 1.267090618610382, "decode.d6.loss_cls": 1.2041216522455216, "decode.d6.loss_mask": 0.8656892806291581, "decode.d6.loss_dice": 1.2981949597597122, "decode.d7.loss_cls": 1.2604072630405425, "decode.d7.loss_mask": 0.8896663010120391, "decode.d7.loss_dice": 1.2971907168626786, "decode.d8.loss_cls": 1.2496345072984696, "decode.d8.loss_mask": 0.8735610097646713, "decode.d8.loss_dice": 1.3065675616264343, "time": 0.5532531499862671, "memory": 7259, "step": 7400}
{"lr": 9.579998681455044e-06, "data_time": 0.008706259727478027, "grad_norm": 101.56846694946289, "loss": 27.493144226074218, "decode.loss_cls": 1.0420863032341003, "decode.loss_mask": 0.6666666358709336, "decode.loss_dice": 0.8362412929534913, "decode.d0.loss_cls": 2.3129856109619142, "decode.d0.loss_mask": 0.7419513642787934, "decode.d0.loss_dice": 1.0056793630123138, "decode.d1.loss_cls": 1.1779610872268678, "decode.d1.loss_mask": 0.7426472425460815, "decode.d1.loss_dice": 0.8990668535232544, "decode.d2.loss_cls": 1.0546970993280411, "decode.d2.loss_mask": 0.692174157500267, "decode.d2.loss_dice": 0.8870796263217926, "decode.d3.loss_cls": 1.020836752653122, "decode.d3.loss_mask": 0.6895192801952362, "decode.d3.loss_dice": 0.8572512596845627, "decode.d4.loss_cls": 1.0645714938640594, "decode.d4.loss_mask": 0.7070888936519623, "decode.d4.loss_dice": 0.8637687027454376, "decode.d5.loss_cls": 1.0557107329368591, "decode.d5.loss_mask": 0.7011648952960968, "decode.d5.loss_dice": 0.874929666519165, "decode.d6.loss_cls": 0.9883281052112579, "decode.d6.loss_mask": 0.6793290555477143, "decode.d6.loss_dice": 0.8392278462648392, "decode.d7.loss_cls": 1.0178151726722717, "decode.d7.loss_mask": 0.671527647972107, "decode.d7.loss_dice": 0.8309028029441834, "decode.d8.loss_cls": 1.0454387038946151, "decode.d8.loss_mask": 0.6740482121706008, "decode.d8.loss_dice": 0.8524483144283295, "time": 0.5287645101547241, "memory": 7194, "step": 7450}
{"lr": 9.577172676824359e-06, "data_time": 0.008599400520324707, "grad_norm": 100.7688606262207, "loss": 37.82052097320557, "decode.loss_cls": 1.1506229281425475, "decode.loss_mask": 0.8726606488227844, "decode.loss_dice": 1.5089823693037032, "decode.d0.loss_cls": 2.8211881041526796, "decode.d0.loss_mask": 0.9344684779644012, "decode.d0.loss_dice": 1.763128200173378, "decode.d1.loss_cls": 1.348108258843422, "decode.d1.loss_mask": 0.919716864824295, "decode.d1.loss_dice": 1.6649946123361588, "decode.d2.loss_cls": 1.2505641490221024, "decode.d2.loss_mask": 0.8573841020464897, "decode.d2.loss_dice": 1.486249329149723, "decode.d3.loss_cls": 1.2195949047803878, "decode.d3.loss_mask": 0.8558597505092621, "decode.d3.loss_dice": 1.4697961315512658, "decode.d4.loss_cls": 1.1987663388252259, "decode.d4.loss_mask": 0.8660240858793259, "decode.d4.loss_dice": 1.4804797008633614, "decode.d5.loss_cls": 1.129134938120842, "decode.d5.loss_mask": 0.8599693059921265, "decode.d5.loss_dice": 1.5098737061023713, "decode.d6.loss_cls": 1.1102596342563629, "decode.d6.loss_mask": 0.892998430132866, "decode.d6.loss_dice": 1.5090335011482239, "decode.d7.loss_cls": 1.2149464309215545, "decode.d7.loss_mask": 0.8877847254276275, "decode.d7.loss_dice": 1.492742547392845, "decode.d8.loss_cls": 1.1376125723123551, "decode.d8.loss_mask": 0.884625244140625, "decode.d8.loss_dice": 1.5229495197534562, "time": 0.5301590919494629, "memory": 7315, "step": 7500}
{"lr": 9.57434657953627e-06, "data_time": 0.008521056175231934, "grad_norm": 112.01674957275391, "loss": 36.336614513397215, "decode.loss_cls": 1.259212127327919, "decode.loss_mask": 0.9005768597126007, "decode.loss_dice": 1.2939401477575303, "decode.d0.loss_cls": 2.4549669504165648, "decode.d0.loss_mask": 0.9486378461122513, "decode.d0.loss_dice": 1.47501782476902, "decode.d1.loss_cls": 1.271501162648201, "decode.d1.loss_mask": 0.9654920518398284, "decode.d1.loss_dice": 1.4271350294351577, "decode.d2.loss_cls": 1.2171197444200517, "decode.d2.loss_mask": 0.9511299908161164, "decode.d2.loss_dice": 1.3879156768321992, "decode.d3.loss_cls": 1.2714150339365005, "decode.d3.loss_mask": 0.9241020143032074, "decode.d3.loss_dice": 1.3006041437387466, "decode.d4.loss_cls": 1.293615025281906, "decode.d4.loss_mask": 0.8860847026109695, "decode.d4.loss_dice": 1.2779742330312729, "decode.d5.loss_cls": 1.3266414403915405, "decode.d5.loss_mask": 0.8558118045330048, "decode.d5.loss_dice": 1.2981609553098679, "decode.d6.loss_cls": 1.2800930202007295, "decode.d6.loss_mask": 0.9038019716739655, "decode.d6.loss_dice": 1.272131997346878, "decode.d7.loss_cls": 1.2416871786117554, "decode.d7.loss_mask": 0.9018533498048782, "decode.d7.loss_dice": 1.2614592432975769, "decode.d8.loss_cls": 1.267069360613823, "decode.d8.loss_mask": 0.9150871515274048, "decode.d8.loss_dice": 1.3063753485679626, "time": 0.5296073913574219, "memory": 7257, "step": 7550}
{"lr": 9.571520389557342e-06, "data_time": 0.008513283729553223, "grad_norm": 94.46914443969726, "loss": 50.73686332702637, "decode.loss_cls": 1.7459136843681335, "decode.loss_mask": 1.0317821979522706, "decode.loss_dice": 2.0039743304252626, "decode.d0.loss_cls": 3.393573021888733, "decode.d0.loss_mask": 1.057824194431305, "decode.d0.loss_dice": 2.2727130591869353, "decode.d1.loss_cls": 2.078022503852844, "decode.d1.loss_mask": 1.0746171712875365, "decode.d1.loss_dice": 2.1182507514953612, "decode.d2.loss_cls": 1.8356184124946595, "decode.d2.loss_mask": 1.0497271478176118, "decode.d2.loss_dice": 2.0112516283988953, "decode.d3.loss_cls": 1.873436653614044, "decode.d3.loss_mask": 1.0066316962242126, "decode.d3.loss_dice": 1.91777805685997, "decode.d4.loss_cls": 1.812224268913269, "decode.d4.loss_mask": 1.0517950356006622, "decode.d4.loss_dice": 1.963271188735962, "decode.d5.loss_cls": 1.8566156148910522, "decode.d5.loss_mask": 1.0304667115211488, "decode.d5.loss_dice": 1.966412091255188, "decode.d6.loss_cls": 1.803488290309906, "decode.d6.loss_mask": 1.060798066854477, "decode.d6.loss_dice": 1.9768387258052826, "decode.d7.loss_cls": 1.8255066394805908, "decode.d7.loss_mask": 1.044790580868721, "decode.d7.loss_dice": 1.967559015750885, "decode.d8.loss_cls": 1.8611111223697663, "decode.d8.loss_mask": 1.0480005025863648, "decode.d8.loss_dice": 1.9968696177005767, "time": 0.5281599044799805, "memory": 7259, "step": 7600}
{"lr": 9.568694106854125e-06, "data_time": 0.008392715454101562, "grad_norm": 95.12707595825195, "loss": 33.353276348114015, "decode.loss_cls": 1.1217009842395782, "decode.loss_mask": 0.7998274683952331, "decode.loss_dice": 1.195740634202957, "decode.d0.loss_cls": 2.579956388473511, "decode.d0.loss_mask": 0.8089526116847991, "decode.d0.loss_dice": 1.348741167783737, "decode.d1.loss_cls": 1.3542914897203446, "decode.d1.loss_mask": 0.8199106156826019, "decode.d1.loss_dice": 1.313531956076622, "decode.d2.loss_cls": 1.1765380576252937, "decode.d2.loss_mask": 0.8297726303339005, "decode.d2.loss_dice": 1.228935468196869, "decode.d3.loss_cls": 1.1281170055270195, "decode.d3.loss_mask": 0.8286199599504471, "decode.d3.loss_dice": 1.2059877276420594, "decode.d4.loss_cls": 1.1056311145424842, "decode.d4.loss_mask": 0.8107831746339798, "decode.d4.loss_dice": 1.204898589849472, "decode.d5.loss_cls": 1.1067270711064339, "decode.d5.loss_mask": 0.8430671483278275, "decode.d5.loss_dice": 1.188282209634781, "decode.d6.loss_cls": 1.1063652485609055, "decode.d6.loss_mask": 0.8177279502153396, "decode.d6.loss_dice": 1.1842224925756455, "decode.d7.loss_cls": 1.1138508915901184, "decode.d7.loss_mask": 0.7912925034761429, "decode.d7.loss_dice": 1.2068614095449448, "decode.d8.loss_cls": 1.1144919455051423, "decode.d8.loss_mask": 0.7923392236232758, "decode.d8.loss_dice": 1.2261113435029984, "time": 0.5284230470657348, "memory": 7213, "step": 7650}
{"lr": 9.565867731393137e-06, "data_time": 0.008484530448913574, "grad_norm": 97.99165573120118, "loss": 36.3779673576355, "decode.loss_cls": 1.3161831974983216, "decode.loss_mask": 0.8153559416532516, "decode.loss_dice": 1.3580071389675141, "decode.d0.loss_cls": 2.737836980819702, "decode.d0.loss_mask": 0.8603734374046326, "decode.d0.loss_dice": 1.5641796320676804, "decode.d1.loss_cls": 1.467147020995617, "decode.d1.loss_mask": 0.8043808490037918, "decode.d1.loss_dice": 1.4775671362876892, "decode.d2.loss_cls": 1.2785147100687027, "decode.d2.loss_mask": 0.780489119887352, "decode.d2.loss_dice": 1.40311339199543, "decode.d3.loss_cls": 1.2239704221487044, "decode.d3.loss_mask": 0.7894731611013412, "decode.d3.loss_dice": 1.377013060450554, "decode.d4.loss_cls": 1.285644555836916, "decode.d4.loss_mask": 0.7944746136665344, "decode.d4.loss_dice": 1.3947631508111953, "decode.d5.loss_cls": 1.2817626871168613, "decode.d5.loss_mask": 0.7891585648059845, "decode.d5.loss_dice": 1.3432826459407807, "decode.d6.loss_cls": 1.2893213599920272, "decode.d6.loss_mask": 0.8094669163227082, "decode.d6.loss_dice": 1.3371490687131882, "decode.d7.loss_cls": 1.2566062465310097, "decode.d7.loss_mask": 0.7919589847326278, "decode.d7.loss_dice": 1.3760295122861863, "decode.d8.loss_cls": 1.2227643385529519, "decode.d8.loss_mask": 0.8143305152654647, "decode.d8.loss_dice": 1.337649792432785, "time": 0.5279765129089355, "memory": 7248, "step": 7700}
{"lr": 9.563041263140884e-06, "data_time": 0.00840299129486084, "grad_norm": 90.33825454711913, "loss": 39.98569450378418, "decode.loss_cls": 1.513914555311203, "decode.loss_mask": 0.8355254173278809, "decode.loss_dice": 1.376503399014473, "decode.d0.loss_cls": 3.0118478775024413, "decode.d0.loss_mask": 0.9539068222045899, "decode.d0.loss_dice": 1.692352730035782, "decode.d1.loss_cls": 1.6886527717113495, "decode.d1.loss_mask": 0.8923136383295059, "decode.d1.loss_dice": 1.580289390683174, "decode.d2.loss_cls": 1.646708345413208, "decode.d2.loss_mask": 0.8039455235004425, "decode.d2.loss_dice": 1.4256226062774657, "decode.d3.loss_cls": 1.4831417500972748, "decode.d3.loss_mask": 0.8084314972162246, "decode.d3.loss_dice": 1.4210865765810012, "decode.d4.loss_cls": 1.5650339007377625, "decode.d4.loss_mask": 0.8076245844364166, "decode.d4.loss_dice": 1.443859276175499, "decode.d5.loss_cls": 1.5302005231380462, "decode.d5.loss_mask": 0.8170554071664811, "decode.d5.loss_dice": 1.4023563623428346, "decode.d6.loss_cls": 1.4740176320075988, "decode.d6.loss_mask": 0.8572972893714905, "decode.d6.loss_dice": 1.4034681767225266, "decode.d7.loss_cls": 1.5069157958030701, "decode.d7.loss_mask": 0.8527063131332397, "decode.d7.loss_dice": 1.423964610695839, "decode.d8.loss_cls": 1.5297907829284667, "decode.d8.loss_mask": 0.8326208978891373, "decode.d8.loss_dice": 1.404539453983307, "time": 0.5293640613555908, "memory": 7276, "step": 7750}
{"lr": 9.560214702063847e-06, "data_time": 0.008412599563598633, "grad_norm": 98.77176895141602, "loss": 35.95111904144287, "decode.loss_cls": 1.2705414295196533, "decode.loss_mask": 0.8669531598687172, "decode.loss_dice": 1.2209444224834443, "decode.d0.loss_cls": 2.797463023662567, "decode.d0.loss_mask": 0.8965359389781952, "decode.d0.loss_dice": 1.4201789617538452, "decode.d1.loss_cls": 1.4433337450027466, "decode.d1.loss_mask": 0.8891810238361358, "decode.d1.loss_dice": 1.3818664222955703, "decode.d2.loss_cls": 1.338872355222702, "decode.d2.loss_mask": 0.8539542868733406, "decode.d2.loss_dice": 1.2582097828388215, "decode.d3.loss_cls": 1.25112287402153, "decode.d3.loss_mask": 0.8534252673387528, "decode.d3.loss_dice": 1.2160932570695877, "decode.d4.loss_cls": 1.2408419877290726, "decode.d4.loss_mask": 0.9074329063296318, "decode.d4.loss_dice": 1.2418259799480438, "decode.d5.loss_cls": 1.2883103430271148, "decode.d5.loss_mask": 0.8761277914047241, "decode.d5.loss_dice": 1.2469828099012374, "decode.d6.loss_cls": 1.2211175680160522, "decode.d6.loss_mask": 0.8972597688436508, "decode.d6.loss_dice": 1.2315302729606628, "decode.d7.loss_cls": 1.2781452655792236, "decode.d7.loss_mask": 0.8975188165903092, "decode.d7.loss_dice": 1.2116800040006637, "decode.d8.loss_cls": 1.3061502993106842, "decode.d8.loss_mask": 0.9089188531041146, "decode.d8.loss_dice": 1.2386000752449036, "time": 0.5522563219070434, "memory": 7263, "step": 7800}
{"lr": 9.557388048128473e-06, "data_time": 0.00887155532836914, "grad_norm": 88.03589134216308, "loss": 32.01382274627686, "decode.loss_cls": 1.040479490160942, "decode.loss_mask": 0.8297307446599007, "decode.loss_dice": 1.0602641850709915, "decode.d0.loss_cls": 2.40491840839386, "decode.d0.loss_mask": 0.8498811662197113, "decode.d0.loss_dice": 1.2922873616218566, "decode.d1.loss_cls": 1.33211287856102, "decode.d1.loss_mask": 0.8690323829650879, "decode.d1.loss_dice": 1.1915980935096742, "decode.d2.loss_cls": 1.119468119740486, "decode.d2.loss_mask": 0.8783708482980728, "decode.d2.loss_dice": 1.1707804799079895, "decode.d3.loss_cls": 1.0847806662321091, "decode.d3.loss_mask": 0.8277577921748162, "decode.d3.loss_dice": 1.0915190517902373, "decode.d4.loss_cls": 1.0490472584962844, "decode.d4.loss_mask": 0.8275161609053612, "decode.d4.loss_dice": 1.1288132935762405, "decode.d5.loss_cls": 1.067786318063736, "decode.d5.loss_mask": 0.8379750162363052, "decode.d5.loss_dice": 1.138030669093132, "decode.d6.loss_cls": 1.0486549347639085, "decode.d6.loss_mask": 0.8435902610421181, "decode.d6.loss_dice": 1.077609008550644, "decode.d7.loss_cls": 1.0505088567733765, "decode.d7.loss_mask": 0.8264059841632843, "decode.d7.loss_dice": 1.0911321341991425, "decode.d8.loss_cls": 1.1003710806369782, "decode.d8.loss_mask": 0.8069166108965874, "decode.d8.loss_dice": 1.0764849424362182, "time": 0.5277069807052612, "memory": 7286, "step": 7850}
{"lr": 9.554561301301207e-06, "data_time": 0.008493661880493164, "grad_norm": 94.83011398315429, "loss": 34.10961799621582, "decode.loss_cls": 1.1887179650366306, "decode.loss_mask": 0.9181827545166016, "decode.loss_dice": 1.2247830599546432, "decode.d0.loss_cls": 2.199593186378479, "decode.d0.loss_mask": 0.8891347050666809, "decode.d0.loss_dice": 1.4003292471170425, "decode.d1.loss_cls": 1.141534023731947, "decode.d1.loss_mask": 1.0004102349281312, "decode.d1.loss_dice": 1.3821717590093612, "decode.d2.loss_cls": 1.128912018239498, "decode.d2.loss_mask": 0.958513218164444, "decode.d2.loss_dice": 1.2845100730657577, "decode.d3.loss_cls": 1.0553549326956273, "decode.d3.loss_mask": 0.9349623888731002, "decode.d3.loss_dice": 1.2449212908744811, "decode.d4.loss_cls": 1.1156083531677723, "decode.d4.loss_mask": 0.8602174550294877, "decode.d4.loss_dice": 1.2015171319246292, "decode.d5.loss_cls": 1.0387685284018517, "decode.d5.loss_mask": 0.8975787311792374, "decode.d5.loss_dice": 1.2687403023242951, "decode.d6.loss_cls": 1.117028722167015, "decode.d6.loss_mask": 0.8756203204393387, "decode.d6.loss_dice": 1.2125898033380509, "decode.d7.loss_cls": 1.1089128613471986, "decode.d7.loss_mask": 0.9366943061351776, "decode.d7.loss_dice": 1.2002298921346664, "decode.d8.loss_cls": 1.0688462771475316, "decode.d8.loss_mask": 0.9914626717567444, "decode.d8.loss_dice": 1.263771164417267, "time": 0.5530500888824463, "memory": 7304, "step": 7900}
{"lr": 9.55173446154845e-06, "data_time": 0.00863196849822998, "grad_norm": 93.36727828979492, "loss": 34.90358934402466, "decode.loss_cls": 1.0476507171988487, "decode.loss_mask": 1.0123223513364792, "decode.loss_dice": 1.255058655142784, "decode.d0.loss_cls": 2.4461774110794066, "decode.d0.loss_mask": 0.9613780796527862, "decode.d0.loss_dice": 1.4023204356431962, "decode.d1.loss_cls": 1.134271603822708, "decode.d1.loss_mask": 0.9872619688510895, "decode.d1.loss_dice": 1.3670448154211043, "decode.d2.loss_cls": 1.0713765263557433, "decode.d2.loss_mask": 1.0156725764274597, "decode.d2.loss_dice": 1.292390090227127, "decode.d3.loss_cls": 1.0413854613900184, "decode.d3.loss_mask": 1.0253422409296036, "decode.d3.loss_dice": 1.2785293102264403, "decode.d4.loss_cls": 1.0375746712088585, "decode.d4.loss_mask": 1.023553928732872, "decode.d4.loss_dice": 1.2625530540943146, "decode.d5.loss_cls": 1.0207001298666, "decode.d5.loss_mask": 1.0109976708889008, "decode.d5.loss_dice": 1.2843694269657135, "decode.d6.loss_cls": 1.0565659701824188, "decode.d6.loss_mask": 0.9854842692613601, "decode.d6.loss_dice": 1.2587590306997298, "decode.d7.loss_cls": 1.0699415326118469, "decode.d7.loss_mask": 0.9931854188442231, "decode.d7.loss_dice": 1.2379141628742218, "decode.d8.loss_cls": 1.040625162422657, "decode.d8.loss_mask": 1.0115425884723663, "decode.d8.loss_dice": 1.2716413676738738, "time": 0.5854745864868164, "memory": 7216, "step": 7950}
{"lr": 9.54890752883659e-06, "data_time": 0.008527588844299317, "grad_norm": 97.54247970581055, "loss": 43.89070148468018, "decode.loss_cls": 1.7014269307255745, "decode.loss_mask": 0.7425109595060349, "decode.loss_dice": 1.6924216896295547, "decode.d0.loss_cls": 3.059074366092682, "decode.d0.loss_mask": 0.7935874402523041, "decode.d0.loss_dice": 2.036797618865967, "decode.d1.loss_cls": 1.7565896719694138, "decode.d1.loss_mask": 0.8285248190164566, "decode.d1.loss_dice": 1.8990602493286133, "decode.d2.loss_cls": 1.664373454451561, "decode.d2.loss_mask": 0.8002489537000657, "decode.d2.loss_dice": 1.833045619726181, "decode.d3.loss_cls": 1.6457050129771233, "decode.d3.loss_mask": 0.8066231727600097, "decode.d3.loss_dice": 1.804174229502678, "decode.d4.loss_cls": 1.643344411253929, "decode.d4.loss_mask": 0.790996891260147, "decode.d4.loss_dice": 1.7915387213230134, "decode.d5.loss_cls": 1.5782086178660393, "decode.d5.loss_mask": 0.7902382344007493, "decode.d5.loss_dice": 1.783758521080017, "decode.d6.loss_cls": 1.633148504793644, "decode.d6.loss_mask": 0.7890989065170289, "decode.d6.loss_dice": 1.7678390979766845, "decode.d7.loss_cls": 1.6142677620053292, "decode.d7.loss_mask": 0.7744563966989517, "decode.d7.loss_dice": 1.7267009228467942, "decode.d8.loss_cls": 1.6594077214598655, "decode.d8.loss_mask": 0.7710685670375824, "decode.d8.loss_dice": 1.7124648213386535, "time": 0.5293067932128906, "memory": 7242, "step": 8000}
{"lr": 9.546080503131997e-06, "data_time": 0.008576631546020508, "grad_norm": 90.87760009765626, "loss": 43.142889976501465, "decode.loss_cls": 1.4650219798088073, "decode.loss_mask": 1.0313933789730072, "decode.loss_dice": 1.5097440004348754, "decode.d0.loss_cls": 2.8420806407928465, "decode.d0.loss_mask": 1.1279370725154876, "decode.d0.loss_dice": 1.7873941302299499, "decode.d1.loss_cls": 1.7256821393966675, "decode.d1.loss_mask": 1.0679700672626495, "decode.d1.loss_dice": 1.7113970279693604, "decode.d2.loss_cls": 1.574802076816559, "decode.d2.loss_mask": 1.0482213199138641, "decode.d2.loss_dice": 1.6626952826976775, "decode.d3.loss_cls": 1.5363752722740174, "decode.d3.loss_mask": 1.069341343641281, "decode.d3.loss_dice": 1.5904593229293824, "decode.d4.loss_cls": 1.5355723559856416, "decode.d4.loss_mask": 1.0605238616466521, "decode.d4.loss_dice": 1.6049047499895095, "decode.d5.loss_cls": 1.4909127086400986, "decode.d5.loss_mask": 1.0235936999320985, "decode.d5.loss_dice": 1.5725097566843034, "decode.d6.loss_cls": 1.4183150947093963, "decode.d6.loss_mask": 1.0344440817832947, "decode.d6.loss_dice": 1.5663332998752595, "decode.d7.loss_cls": 1.4899570047855377, "decode.d7.loss_mask": 1.0276663780212403, "decode.d7.loss_dice": 1.568167895078659, "decode.d8.loss_cls": 1.405025464296341, "decode.d8.loss_mask": 1.032040673494339, "decode.d8.loss_dice": 1.5624088406562806, "time": 0.5563193321228027, "memory": 7284, "step": 8050}
{"lr": 9.543253384401002e-06, "data_time": 0.008681130409240723, "grad_norm": 105.74054260253907, "loss": 40.803077697753906, "decode.loss_cls": 1.4078619062900544, "decode.loss_mask": 0.9890548050403595, "decode.loss_dice": 1.4281834602355956, "decode.d0.loss_cls": 3.184210813045502, "decode.d0.loss_mask": 1.0796717047691344, "decode.d0.loss_dice": 1.5765469670295715, "decode.d1.loss_cls": 1.639741849899292, "decode.d1.loss_mask": 0.995973402261734, "decode.d1.loss_dice": 1.4796667873859406, "decode.d2.loss_cls": 1.5108978033065796, "decode.d2.loss_mask": 0.97881600856781, "decode.d2.loss_dice": 1.407830685377121, "decode.d3.loss_cls": 1.4524528503417968, "decode.d3.loss_mask": 0.9663055717945099, "decode.d3.loss_dice": 1.4199776768684387, "decode.d4.loss_cls": 1.5005923867225648, "decode.d4.loss_mask": 1.0211936116218567, "decode.d4.loss_dice": 1.413487285375595, "decode.d5.loss_cls": 1.4487591207027435, "decode.d5.loss_mask": 0.9897911459207535, "decode.d5.loss_dice": 1.3941290199756622, "decode.d6.loss_cls": 1.4409430503845215, "decode.d6.loss_mask": 1.0009838163852691, "decode.d6.loss_dice": 1.412606406211853, "decode.d7.loss_cls": 1.400514680147171, "decode.d7.loss_mask": 0.9849722921848297, "decode.d7.loss_dice": 1.413515841960907, "decode.d8.loss_cls": 1.4297191381454468, "decode.d8.loss_mask": 1.0082684338092804, "decode.d8.loss_dice": 1.4264074504375457, "time": 0.5304441690444947, "memory": 7215, "step": 8100}
{"lr": 9.540426172609928e-06, "data_time": 0.008549761772155762, "grad_norm": 88.74747619628906, "loss": 32.84363422393799, "decode.loss_cls": 0.9974441140890121, "decode.loss_mask": 0.7849673241376877, "decode.loss_dice": 1.2670166611671447, "decode.d0.loss_cls": 2.7050643801689147, "decode.d0.loss_mask": 0.8252662539482116, "decode.d0.loss_dice": 1.4586125254631042, "decode.d1.loss_cls": 1.1766813188791274, "decode.d1.loss_mask": 0.8303354501724243, "decode.d1.loss_dice": 1.3878627121448517, "decode.d2.loss_cls": 1.0581457972526551, "decode.d2.loss_mask": 0.7957724094390869, "decode.d2.loss_dice": 1.301646202802658, "decode.d3.loss_cls": 1.022029533982277, "decode.d3.loss_mask": 0.796343669295311, "decode.d3.loss_dice": 1.2660440385341645, "decode.d4.loss_cls": 0.9572725027799607, "decode.d4.loss_mask": 0.8223845839500428, "decode.d4.loss_dice": 1.281353807449341, "decode.d5.loss_cls": 0.9543128907680511, "decode.d5.loss_mask": 0.7925469905138016, "decode.d5.loss_dice": 1.2779544115066528, "decode.d6.loss_cls": 0.9651874631643296, "decode.d6.loss_mask": 0.8049444884061814, "decode.d6.loss_dice": 1.2420352101325989, "decode.d7.loss_cls": 0.9641843438148499, "decode.d7.loss_mask": 0.8017274230718613, "decode.d7.loss_dice": 1.2344696998596192, "decode.d8.loss_cls": 0.9629317283630371, "decode.d8.loss_mask": 0.8075430929660797, "decode.d8.loss_dice": 1.3015533328056335, "time": 0.5303473234176636, "memory": 7170, "step": 8150}
{"lr": 9.537598867725055e-06, "data_time": 0.008610296249389648, "grad_norm": 97.67990036010742, "loss": 44.14944953918457, "decode.loss_cls": 1.5642823785543443, "decode.loss_mask": 0.9215764105319977, "decode.loss_dice": 1.676448929309845, "decode.d0.loss_cls": 3.0989617347717284, "decode.d0.loss_mask": 0.9449248611927032, "decode.d0.loss_dice": 1.9833663403987885, "decode.d1.loss_cls": 1.8153718769550324, "decode.d1.loss_mask": 0.9126688957214355, "decode.d1.loss_dice": 1.835672277212143, "decode.d2.loss_cls": 1.643588274717331, "decode.d2.loss_mask": 0.9018706381320953, "decode.d2.loss_dice": 1.7694385170936584, "decode.d3.loss_cls": 1.613637101650238, "decode.d3.loss_mask": 0.9082093715667725, "decode.d3.loss_dice": 1.7088721513748169, "decode.d4.loss_cls": 1.6314280092716218, "decode.d4.loss_mask": 0.9117607772350311, "decode.d4.loss_dice": 1.71424041390419, "decode.d5.loss_cls": 1.5447522938251494, "decode.d5.loss_mask": 0.9023188591003418, "decode.d5.loss_dice": 1.693525743484497, "decode.d6.loss_cls": 1.5147607564926147, "decode.d6.loss_mask": 0.9018346011638642, "decode.d6.loss_dice": 1.6973900318145752, "decode.d7.loss_cls": 1.603575846552849, "decode.d7.loss_mask": 0.8940040528774261, "decode.d7.loss_dice": 1.7026193857192993, "decode.d8.loss_cls": 1.5926006257534027, "decode.d8.loss_mask": 0.8808240771293641, "decode.d8.loss_dice": 1.6649249732494353, "time": 0.5294187784194946, "memory": 7274, "step": 8200}
{"lr": 9.534771469712674e-06, "data_time": 0.008519649505615234, "grad_norm": 92.85284576416015, "loss": 39.87102718353272, "decode.loss_cls": 1.3134798526763916, "decode.loss_mask": 0.9618341982364654, "decode.loss_dice": 1.4808514535427093, "decode.d0.loss_cls": 2.8748883605003357, "decode.d0.loss_mask": 1.0070603102445603, "decode.d0.loss_dice": 1.7767101675271988, "decode.d1.loss_cls": 1.4374111652374268, "decode.d1.loss_mask": 1.0107845425605775, "decode.d1.loss_dice": 1.6617194354534148, "decode.d2.loss_cls": 1.2878253221511842, "decode.d2.loss_mask": 0.9751517415046692, "decode.d2.loss_dice": 1.5806679606437684, "decode.d3.loss_cls": 1.291092574596405, "decode.d3.loss_mask": 0.934913593530655, "decode.d3.loss_dice": 1.504699695110321, "decode.d4.loss_cls": 1.2859164416790008, "decode.d4.loss_mask": 0.9250372499227524, "decode.d4.loss_dice": 1.529108065366745, "decode.d5.loss_cls": 1.3125857651233672, "decode.d5.loss_mask": 0.9403928220272064, "decode.d5.loss_dice": 1.508820515871048, "decode.d6.loss_cls": 1.382764595746994, "decode.d6.loss_mask": 0.9437900364398957, "decode.d6.loss_dice": 1.4811365902423859, "decode.d7.loss_cls": 1.3172761380672455, "decode.d7.loss_mask": 0.9339061856269837, "decode.d7.loss_dice": 1.4750177323818208, "decode.d8.loss_cls": 1.3143153369426728, "decode.d8.loss_mask": 0.9453699171543122, "decode.d8.loss_dice": 1.4764990746974944, "time": 0.5292298555374145, "memory": 7264, "step": 8250}
{"lr": 9.531943978539022e-06, "data_time": 0.008331561088562011, "grad_norm": 92.23641738891601, "loss": 28.433467674255372, "decode.loss_cls": 0.975291395187378, "decode.loss_mask": 0.719558623433113, "decode.loss_dice": 0.9928853988647461, "decode.d0.loss_cls": 2.3395854830741882, "decode.d0.loss_mask": 0.7366860657930374, "decode.d0.loss_dice": 1.1791651457548142, "decode.d1.loss_cls": 1.1487363785505296, "decode.d1.loss_mask": 0.7044395104050636, "decode.d1.loss_dice": 1.1117664515972137, "decode.d2.loss_cls": 1.0315111815929412, "decode.d2.loss_mask": 0.7080024182796478, "decode.d2.loss_dice": 1.0009459555149078, "decode.d3.loss_cls": 0.9971183717250824, "decode.d3.loss_mask": 0.6659170717000962, "decode.d3.loss_dice": 0.9754556268453598, "decode.d4.loss_cls": 0.9460080116987228, "decode.d4.loss_mask": 0.6837904304265976, "decode.d4.loss_dice": 0.977691113948822, "decode.d5.loss_cls": 0.9686889588832855, "decode.d5.loss_mask": 0.6811270117759705, "decode.d5.loss_dice": 0.9929956316947937, "decode.d6.loss_cls": 0.94355688393116, "decode.d6.loss_mask": 0.6603014960885047, "decode.d6.loss_dice": 0.9803834557533264, "decode.d7.loss_cls": 0.9536478400230408, "decode.d7.loss_mask": 0.6779326274991035, "decode.d7.loss_dice": 1.0125312089920044, "decode.d8.loss_cls": 0.95959692299366, "decode.d8.loss_mask": 0.6867238238453865, "decode.d8.loss_dice": 1.0214279115200042, "time": 0.5295821189880371, "memory": 7216, "step": 8300}
{"lr": 9.529116394170315e-06, "data_time": 0.008395075798034668, "grad_norm": 90.10783081054687, "loss": 36.12726058959961, "decode.loss_cls": 1.3299720287322998, "decode.loss_mask": 0.837454891204834, "decode.loss_dice": 1.163335418701172, "decode.d0.loss_cls": 2.7767544865608214, "decode.d0.loss_mask": 0.8947929978370667, "decode.d0.loss_dice": 1.3184058308601379, "decode.d1.loss_cls": 1.6527906239032746, "decode.d1.loss_mask": 0.8853681564331055, "decode.d1.loss_dice": 1.2627231538295747, "decode.d2.loss_cls": 1.4436627089977265, "decode.d2.loss_mask": 0.9415476441383361, "decode.d2.loss_dice": 1.2166996598243713, "decode.d3.loss_cls": 1.4094295620918273, "decode.d3.loss_mask": 0.8840938866138458, "decode.d3.loss_dice": 1.1766444265842437, "decode.d4.loss_cls": 1.404850834608078, "decode.d4.loss_mask": 0.8541696757078171, "decode.d4.loss_dice": 1.165328985452652, "decode.d5.loss_cls": 1.3838495939970017, "decode.d5.loss_mask": 0.8533040046691894, "decode.d5.loss_dice": 1.1537420094013213, "decode.d6.loss_cls": 1.3827365815639496, "decode.d6.loss_mask": 0.8324223965406418, "decode.d6.loss_dice": 1.1296167850494385, "decode.d7.loss_cls": 1.4125957250595094, "decode.d7.loss_mask": 0.8317869305610657, "decode.d7.loss_dice": 1.146438980102539, "decode.d8.loss_cls": 1.3951214134693146, "decode.d8.loss_mask": 0.8461884319782257, "decode.d8.loss_dice": 1.141432338953018, "time": 0.5292470932006836, "memory": 7253, "step": 8350}
{"lr": 9.526288716572758e-06, "data_time": 0.00842289924621582, "grad_norm": 101.63369827270508, "loss": 34.8055082321167, "decode.loss_cls": 1.3003596931695938, "decode.loss_mask": 0.8363388419151306, "decode.loss_dice": 1.1587914571166038, "decode.d0.loss_cls": 2.607245135307312, "decode.d0.loss_mask": 0.8731610268354416, "decode.d0.loss_dice": 1.3226465255022049, "decode.d1.loss_cls": 1.3303298652172089, "decode.d1.loss_mask": 0.8834903091192245, "decode.d1.loss_dice": 1.2818976312875747, "decode.d2.loss_cls": 1.3468238949775695, "decode.d2.loss_mask": 0.8627835646271705, "decode.d2.loss_dice": 1.2155478656291963, "decode.d3.loss_cls": 1.3308033227920533, "decode.d3.loss_mask": 0.8604342550039291, "decode.d3.loss_dice": 1.181051430106163, "decode.d4.loss_cls": 1.3223845422267915, "decode.d4.loss_mask": 0.819539412856102, "decode.d4.loss_dice": 1.142219378054142, "decode.d5.loss_cls": 1.3252347826957702, "decode.d5.loss_mask": 0.8252897769212723, "decode.d5.loss_dice": 1.1459580659866333, "decode.d6.loss_cls": 1.225753527879715, "decode.d6.loss_mask": 0.8611911326646805, "decode.d6.loss_dice": 1.1643139719963074, "decode.d7.loss_cls": 1.3552574336528778, "decode.d7.loss_mask": 0.8139319658279419, "decode.d7.loss_dice": 1.144332128763199, "decode.d8.loss_cls": 1.2720615684986114, "decode.d8.loss_mask": 0.8250672280788421, "decode.d8.loss_dice": 1.1712694972753526, "time": 0.5296598196029663, "memory": 7176, "step": 8400}
{"lr": 9.52346094571253e-06, "data_time": 0.008362054824829102, "grad_norm": 103.90853271484374, "loss": 47.59913654327393, "decode.loss_cls": 1.4414074271917343, "decode.loss_mask": 1.0845005452632903, "decode.loss_dice": 1.902324166893959, "decode.d0.loss_cls": 2.878146028518677, "decode.d0.loss_mask": 1.2033037573099137, "decode.d0.loss_dice": 2.2157225608825684, "decode.d1.loss_cls": 1.652264153957367, "decode.d1.loss_mask": 1.1390906512737273, "decode.d1.loss_dice": 2.1158743411302567, "decode.d2.loss_cls": 1.5849788069725037, "decode.d2.loss_mask": 1.1513182401657105, "decode.d2.loss_dice": 2.023729483783245, "decode.d3.loss_cls": 1.5491572380065919, "decode.d3.loss_mask": 1.0921747848391532, "decode.d3.loss_dice": 1.9328379079699516, "decode.d4.loss_cls": 1.5338030457496643, "decode.d4.loss_mask": 1.1013813957571983, "decode.d4.loss_dice": 1.8977333948016166, "decode.d5.loss_cls": 1.5266877353191375, "decode.d5.loss_mask": 1.1299603328108787, "decode.d5.loss_dice": 1.950155109167099, "decode.d6.loss_cls": 1.5376895815134048, "decode.d6.loss_mask": 1.0618379205465316, "decode.d6.loss_dice": 1.9190280824899673, "decode.d7.loss_cls": 1.4776660710573197, "decode.d7.loss_mask": 1.0679209589958192, "decode.d7.loss_dice": 1.892979508638382, "decode.d8.loss_cls": 1.5132748305797576, "decode.d8.loss_mask": 1.1199561834335328, "decode.d8.loss_dice": 1.9022318601608277, "time": 0.5284538745880127, "memory": 7233, "step": 8450}
{"lr": 9.520633081555768e-06, "data_time": 0.00843808650970459, "grad_norm": 99.90783157348633, "loss": 35.5371810913086, "decode.loss_cls": 1.2224555790424347, "decode.loss_mask": 0.8027601361274719, "decode.loss_dice": 1.2626569330692292, "decode.d0.loss_cls": 2.69120169878006, "decode.d0.loss_mask": 0.8805726289749145, "decode.d0.loss_dice": 1.4424203038215637, "decode.d1.loss_cls": 1.5002829492092133, "decode.d1.loss_mask": 0.8662000745534897, "decode.d1.loss_dice": 1.417041265964508, "decode.d2.loss_cls": 1.375128024816513, "decode.d2.loss_mask": 0.8128585636615753, "decode.d2.loss_dice": 1.3400484800338746, "decode.d3.loss_cls": 1.228269600868225, "decode.d3.loss_mask": 0.7980854153633118, "decode.d3.loss_dice": 1.300746589899063, "decode.d4.loss_cls": 1.2307558715343476, "decode.d4.loss_mask": 0.7983259826898574, "decode.d4.loss_dice": 1.2983577370643615, "decode.d5.loss_cls": 1.2000292479991912, "decode.d5.loss_mask": 0.8116488367319107, "decode.d5.loss_dice": 1.2875686913728714, "decode.d6.loss_cls": 1.221440452337265, "decode.d6.loss_mask": 0.8015433341264725, "decode.d6.loss_dice": 1.294711884856224, "decode.d7.loss_cls": 1.2448070406913758, "decode.d7.loss_mask": 0.8114319741725922, "decode.d7.loss_dice": 1.2592724323272706, "decode.d8.loss_cls": 1.249556118249893, "decode.d8.loss_mask": 0.8191638916730881, "decode.d8.loss_dice": 1.2678396701812744, "time": 0.5296513319015503, "memory": 7280, "step": 8500}
{"lr": 9.517805124068617e-06, "data_time": 0.00846564769744873, "grad_norm": 102.34580535888672, "loss": 44.38906688690186, "decode.loss_cls": 1.5347854167222976, "decode.loss_mask": 1.0779375731945038, "decode.loss_dice": 1.6650648832321167, "decode.d0.loss_cls": 3.0123213171958922, "decode.d0.loss_mask": 1.0895120650529861, "decode.d0.loss_dice": 1.864495837688446, "decode.d1.loss_cls": 1.6505888104438782, "decode.d1.loss_mask": 1.092235231399536, "decode.d1.loss_dice": 1.752647614479065, "decode.d2.loss_cls": 1.565287607908249, "decode.d2.loss_mask": 1.0801409661769867, "decode.d2.loss_dice": 1.6741191506385804, "decode.d3.loss_cls": 1.4962292432785034, "decode.d3.loss_mask": 1.0837347865104676, "decode.d3.loss_dice": 1.6915007293224336, "decode.d4.loss_cls": 1.4927294611930848, "decode.d4.loss_mask": 1.0816694021224975, "decode.d4.loss_dice": 1.6720822274684906, "decode.d5.loss_cls": 1.5315045803785323, "decode.d5.loss_mask": 1.0342735469341278, "decode.d5.loss_dice": 1.656650561094284, "decode.d6.loss_cls": 1.4627005726099014, "decode.d6.loss_mask": 1.0475067257881165, "decode.d6.loss_dice": 1.622057604789734, "decode.d7.loss_cls": 1.5543136864900589, "decode.d7.loss_mask": 1.0368946969509125, "decode.d7.loss_dice": 1.6359237432479858, "decode.d8.loss_cls": 1.537407797574997, "decode.d8.loss_mask": 1.0371723532676698, "decode.d8.loss_dice": 1.6555763840675355, "time": 0.5550120115280152, "memory": 7196, "step": 8550}
{"lr": 9.514977073217189e-06, "data_time": 0.008600163459777831, "grad_norm": 94.04951400756836, "loss": 29.179560375213622, "decode.loss_cls": 0.9560545518994331, "decode.loss_mask": 0.7366572171449661, "decode.loss_dice": 1.0000394448637961, "decode.d0.loss_cls": 2.46605162024498, "decode.d0.loss_mask": 0.7710911095142364, "decode.d0.loss_dice": 1.182190328091383, "decode.d1.loss_cls": 1.0844745352864265, "decode.d1.loss_mask": 0.7445664808154107, "decode.d1.loss_dice": 1.0858971171081067, "decode.d2.loss_cls": 0.9761115401983261, "decode.d2.loss_mask": 0.7442700386047363, "decode.d2.loss_dice": 1.068221789598465, "decode.d3.loss_cls": 0.9158906385302543, "decode.d3.loss_mask": 0.7590829506516457, "decode.d3.loss_dice": 1.0446565836668014, "decode.d4.loss_cls": 0.9385537430644035, "decode.d4.loss_mask": 0.7684623092412949, "decode.d4.loss_dice": 1.0546483434736729, "decode.d5.loss_cls": 0.9301517724990844, "decode.d5.loss_mask": 0.7432327985763549, "decode.d5.loss_dice": 1.046122744679451, "decode.d6.loss_cls": 0.9667239516973496, "decode.d6.loss_mask": 0.7700837850570679, "decode.d6.loss_dice": 1.0331596359610558, "decode.d7.loss_cls": 0.9098064675927162, "decode.d7.loss_mask": 0.7473608970642089, "decode.d7.loss_dice": 1.0170450866222382, "decode.d8.loss_cls": 0.942454195022583, "decode.d8.loss_mask": 0.7381638407707214, "decode.d8.loss_dice": 1.0383352510631085, "time": 0.5295497894287109, "memory": 7225, "step": 8600}
{"lr": 9.512148928967547e-06, "data_time": 0.008606338500976562, "grad_norm": 88.79885864257812, "loss": 36.37976779937744, "decode.loss_cls": 1.2494679808616638, "decode.loss_mask": 0.7788326740264893, "decode.loss_dice": 1.3711269348859787, "decode.d0.loss_cls": 2.668676233291626, "decode.d0.loss_mask": 0.8162793278694153, "decode.d0.loss_dice": 1.6266054272651673, "decode.d1.loss_cls": 1.3743264615535735, "decode.d1.loss_mask": 0.8245496869087219, "decode.d1.loss_dice": 1.5258542716503143, "decode.d2.loss_cls": 1.2849445939064026, "decode.d2.loss_mask": 0.8058918833732605, "decode.d2.loss_dice": 1.4687809109687806, "decode.d3.loss_cls": 1.2397035360336304, "decode.d3.loss_mask": 0.756764155626297, "decode.d3.loss_dice": 1.4132436394691468, "decode.d4.loss_cls": 1.3225943863391876, "decode.d4.loss_mask": 0.7492982923984528, "decode.d4.loss_dice": 1.3954947352409364, "decode.d5.loss_cls": 1.285472172498703, "decode.d5.loss_mask": 0.7602754026651383, "decode.d5.loss_dice": 1.4063231527805329, "decode.d6.loss_cls": 1.2381733804941177, "decode.d6.loss_mask": 0.771229875087738, "decode.d6.loss_dice": 1.4042497277259827, "decode.d7.loss_cls": 1.2306807905435562, "decode.d7.loss_mask": 0.7638632625341415, "decode.d7.loss_dice": 1.3898556172847747, "decode.d8.loss_cls": 1.292097669839859, "decode.d8.loss_mask": 0.792037957906723, "decode.d8.loss_dice": 1.3730747163295747, "time": 0.5295706987380981, "memory": 7223, "step": 8650}
{"lr": 9.50932069128577e-06, "data_time": 0.008272433280944824, "grad_norm": 104.84916763305664, "loss": 37.72512283325195, "decode.loss_cls": 1.063799685239792, "decode.loss_mask": 1.014147612452507, "decode.loss_dice": 1.4360049426555634, "decode.d0.loss_cls": 2.746657979488373, "decode.d0.loss_mask": 1.032010793685913, "decode.d0.loss_dice": 1.6904189229011535, "decode.d1.loss_cls": 1.26970477104187, "decode.d1.loss_mask": 1.0408373534679414, "decode.d1.loss_dice": 1.541791522502899, "decode.d2.loss_cls": 1.208332496881485, "decode.d2.loss_mask": 1.002019354701042, "decode.d2.loss_dice": 1.4787973463535309, "decode.d3.loss_cls": 1.0966479063034058, "decode.d3.loss_mask": 0.986630767583847, "decode.d3.loss_dice": 1.4568205773830414, "decode.d4.loss_cls": 1.066381049156189, "decode.d4.loss_mask": 0.9770283162593841, "decode.d4.loss_dice": 1.4497393369674683, "decode.d5.loss_cls": 1.09447683095932, "decode.d5.loss_mask": 1.0029067605733872, "decode.d5.loss_dice": 1.4321211874485016, "decode.d6.loss_cls": 1.1345057368278504, "decode.d6.loss_mask": 1.0112730592489243, "decode.d6.loss_dice": 1.4311942636966706, "decode.d7.loss_cls": 1.077095365524292, "decode.d7.loss_mask": 1.0359240531921388, "decode.d7.loss_dice": 1.4170323729515075, "decode.d8.loss_cls": 1.062558352947235, "decode.d8.loss_mask": 1.0316023051738739, "decode.d8.loss_dice": 1.436661434173584, "time": 0.5309453010559082, "memory": 7243, "step": 8700}
{"lr": 9.506492360137876e-06, "data_time": 0.008575987815856934, "grad_norm": 88.12906532287597, "loss": 31.401393318176268, "decode.loss_cls": 1.2804678618907928, "decode.loss_mask": 0.6768037378787994, "decode.loss_dice": 0.9876029819250107, "decode.d0.loss_cls": 2.6175161242485045, "decode.d0.loss_mask": 0.756239140033722, "decode.d0.loss_dice": 1.1828745782375336, "decode.d1.loss_cls": 1.3992362916469574, "decode.d1.loss_mask": 0.7834782928228379, "decode.d1.loss_dice": 1.0932031095027923, "decode.d2.loss_cls": 1.308376282453537, "decode.d2.loss_mask": 0.7414297580718994, "decode.d2.loss_dice": 0.9945949137210846, "decode.d3.loss_cls": 1.2878114521503448, "decode.d3.loss_mask": 0.7380879610776901, "decode.d3.loss_dice": 1.0034911811351777, "decode.d4.loss_cls": 1.3089549601078034, "decode.d4.loss_mask": 0.699346923828125, "decode.d4.loss_dice": 1.005126988887787, "decode.d5.loss_cls": 1.1620911598205566, "decode.d5.loss_mask": 0.6922901034355163, "decode.d5.loss_dice": 1.0220513939857483, "decode.d6.loss_cls": 1.1426656663417816, "decode.d6.loss_mask": 0.7115973144769668, "decode.d6.loss_dice": 1.0079427659511566, "decode.d7.loss_cls": 1.220618736743927, "decode.d7.loss_mask": 0.7158453732728958, "decode.d7.loss_dice": 0.9745072305202485, "decode.d8.loss_cls": 1.2368306547403336, "decode.d8.loss_mask": 0.6798415839672088, "decode.d8.loss_dice": 0.970469468832016, "time": 0.5303468942642212, "memory": 7237, "step": 8750}
{"lr": 9.503663935489891e-06, "data_time": 0.008685588836669922, "grad_norm": 95.44137115478516, "loss": 41.84591217041016, "decode.loss_cls": 1.4215129554271697, "decode.loss_mask": 0.9516950130462647, "decode.loss_dice": 1.5660225570201873, "decode.d0.loss_cls": 2.975839066505432, "decode.d0.loss_mask": 0.9862561374902725, "decode.d0.loss_dice": 1.8414133548736573, "decode.d1.loss_cls": 1.6167997360229491, "decode.d1.loss_mask": 0.9483585566282272, "decode.d1.loss_dice": 1.6603234171867371, "decode.d2.loss_cls": 1.5958540380001067, "decode.d2.loss_mask": 0.9331264674663544, "decode.d2.loss_dice": 1.6153193771839143, "decode.d3.loss_cls": 1.4858536899089814, "decode.d3.loss_mask": 0.9152425348758697, "decode.d3.loss_dice": 1.5899569660425186, "decode.d4.loss_cls": 1.5288976967334746, "decode.d4.loss_mask": 0.9276531934738159, "decode.d4.loss_dice": 1.5915132343769074, "decode.d5.loss_cls": 1.4840150952339173, "decode.d5.loss_mask": 0.9151192486286164, "decode.d5.loss_dice": 1.5605049192905427, "decode.d6.loss_cls": 1.3944782435894012, "decode.d6.loss_mask": 0.9401398509740829, "decode.d6.loss_dice": 1.5721778929233552, "decode.d7.loss_cls": 1.389443188905716, "decode.d7.loss_mask": 0.9248690247535706, "decode.d7.loss_dice": 1.5780687272548675, "decode.d8.loss_cls": 1.4210050761699677, "decode.d8.loss_mask": 0.9371534824371338, "decode.d8.loss_dice": 1.5772994756698608, "time": 0.559410548210144, "memory": 7286, "step": 8800}
{"lr": 9.500835417307791e-06, "data_time": 0.008688545227050782, "grad_norm": 79.50166206359863, "loss": 37.136999416351316, "decode.loss_cls": 1.2858759939670563, "decode.loss_mask": 0.7698387026786804, "decode.loss_dice": 1.3666557192802429, "decode.d0.loss_cls": 2.980115556716919, "decode.d0.loss_mask": 0.8367994427680969, "decode.d0.loss_dice": 1.7120881974697113, "decode.d1.loss_cls": 1.5493681132793427, "decode.d1.loss_mask": 0.8684277713298798, "decode.d1.loss_dice": 1.521327903866768, "decode.d2.loss_cls": 1.369205605983734, "decode.d2.loss_mask": 0.8023757219314576, "decode.d2.loss_dice": 1.4619416058063508, "decode.d3.loss_cls": 1.3202487885951997, "decode.d3.loss_mask": 0.7768060177564621, "decode.d3.loss_dice": 1.3998907804489136, "decode.d4.loss_cls": 1.2660358667373657, "decode.d4.loss_mask": 0.814128988981247, "decode.d4.loss_dice": 1.4241357386112212, "decode.d5.loss_cls": 1.2779538124799728, "decode.d5.loss_mask": 0.792203015089035, "decode.d5.loss_dice": 1.3956283658742905, "decode.d6.loss_cls": 1.2861314237117767, "decode.d6.loss_mask": 0.7723672479391098, "decode.d6.loss_dice": 1.3768939316272735, "decode.d7.loss_cls": 1.2075614929199219, "decode.d7.loss_mask": 0.7848611295223236, "decode.d7.loss_dice": 1.3903135627508163, "decode.d8.loss_cls": 1.233070284128189, "decode.d8.loss_mask": 0.776524567604065, "decode.d8.loss_dice": 1.318223762512207, "time": 0.5278899669647217, "memory": 7225, "step": 8850}
{"lr": 9.49800680555754e-06, "data_time": 0.008655643463134766, "grad_norm": 96.73800354003906, "loss": 40.96239109039307, "decode.loss_cls": 1.340766617655754, "decode.loss_mask": 0.9348249971866608, "decode.loss_dice": 1.5868147015571594, "decode.d0.loss_cls": 2.6555801033973694, "decode.d0.loss_mask": 1.06715167760849, "decode.d0.loss_dice": 1.8754171192646027, "decode.d1.loss_cls": 1.5529971361160277, "decode.d1.loss_mask": 1.0031770944595337, "decode.d1.loss_dice": 1.7301610469818116, "decode.d2.loss_cls": 1.464526069164276, "decode.d2.loss_mask": 0.9436972975730896, "decode.d2.loss_dice": 1.6295599341392517, "decode.d3.loss_cls": 1.3771923422813415, "decode.d3.loss_mask": 0.9236224353313446, "decode.d3.loss_dice": 1.5930714428424835, "decode.d4.loss_cls": 1.3345843017101289, "decode.d4.loss_mask": 0.9385297358036041, "decode.d4.loss_dice": 1.64950088262558, "decode.d5.loss_cls": 1.3592873871326447, "decode.d5.loss_mask": 0.9518188178539276, "decode.d5.loss_dice": 1.6127256274223327, "decode.d6.loss_cls": 1.2401678651571273, "decode.d6.loss_mask": 0.9671949148178101, "decode.d6.loss_dice": 1.5749999582767487, "decode.d7.loss_cls": 1.2271402180194855, "decode.d7.loss_mask": 0.9610198318958283, "decode.d7.loss_dice": 1.6103051602840424, "decode.d8.loss_cls": 1.2941123038530349, "decode.d8.loss_mask": 0.9480810165405273, "decode.d8.loss_dice": 1.6143634021282196, "time": 0.5555240154266358, "memory": 7274, "step": 8900}
{"lr": 9.495178100205095e-06, "data_time": 0.008524465560913085, "grad_norm": 86.66189155578613, "loss": 33.148067474365234, "decode.loss_cls": 0.9952933430671692, "decode.loss_mask": 0.8826623648405075, "decode.loss_dice": 1.1615839302539825, "decode.d0.loss_cls": 2.441195321083069, "decode.d0.loss_mask": 0.9146653562784195, "decode.d0.loss_dice": 1.3204131096601486, "decode.d1.loss_cls": 1.254946979880333, "decode.d1.loss_mask": 0.8947195619344711, "decode.d1.loss_dice": 1.2679125562310218, "decode.d2.loss_cls": 1.0670884817838668, "decode.d2.loss_mask": 0.8693118587136268, "decode.d2.loss_dice": 1.2338188648223878, "decode.d3.loss_cls": 1.1537851959466934, "decode.d3.loss_mask": 0.8791887268424035, "decode.d3.loss_dice": 1.193411546945572, "decode.d4.loss_cls": 1.0723326653242111, "decode.d4.loss_mask": 0.8735316619277, "decode.d4.loss_dice": 1.2066560536623, "decode.d5.loss_cls": 1.0075360432267189, "decode.d5.loss_mask": 0.8883677005767823, "decode.d5.loss_dice": 1.206274688243866, "decode.d6.loss_cls": 1.0173723325133324, "decode.d6.loss_mask": 0.8877800911664963, "decode.d6.loss_dice": 1.2040228992700577, "decode.d7.loss_cls": 1.0460142731666564, "decode.d7.loss_mask": 0.895633339881897, "decode.d7.loss_dice": 1.1718451172113418, "decode.d8.loss_cls": 1.0702939331531525, "decode.d8.loss_mask": 0.8842823088169098, "decode.d8.loss_dice": 1.1861301243305207, "time": 0.5299639940261841, "memory": 7216, "step": 8950}
{"lr": 9.492349301216366e-06, "data_time": 0.00862104892730713, "grad_norm": 88.68526344299316, "loss": 28.72138900756836, "decode.loss_cls": 0.8750535935163498, "decode.loss_mask": 0.7094810605049133, "decode.loss_dice": 1.0584453791379929, "decode.d0.loss_cls": 2.414643657207489, "decode.d0.loss_mask": 0.8430616021156311, "decode.d0.loss_dice": 1.2077587485313415, "decode.d1.loss_cls": 0.9668001115322113, "decode.d1.loss_mask": 0.7451577574014664, "decode.d1.loss_dice": 1.158077323436737, "decode.d2.loss_cls": 0.9789127975702285, "decode.d2.loss_mask": 0.7130266547203064, "decode.d2.loss_dice": 1.102186492085457, "decode.d3.loss_cls": 0.9024804264307023, "decode.d3.loss_mask": 0.722556757926941, "decode.d3.loss_dice": 1.057385763525963, "decode.d4.loss_cls": 0.8594581753015518, "decode.d4.loss_mask": 0.7169995903968811, "decode.d4.loss_dice": 1.082599213719368, "decode.d5.loss_cls": 0.8745750933885574, "decode.d5.loss_mask": 0.7086318910121918, "decode.d5.loss_dice": 1.0618923962116242, "decode.d6.loss_cls": 0.8971083432435989, "decode.d6.loss_mask": 0.7106859683990479, "decode.d6.loss_dice": 1.0583428412675857, "decode.d7.loss_cls": 0.8858741462230683, "decode.d7.loss_mask": 0.702802786231041, "decode.d7.loss_dice": 1.0557418823242188, "decode.d8.loss_cls": 0.8916475296020507, "decode.d8.loss_mask": 0.7173223942518234, "decode.d8.loss_dice": 1.0426774799823761, "time": 0.5288349151611328, "memory": 7216, "step": 9000}
{"lr": 9.489520408557232e-06, "data_time": 0.008459734916687011, "grad_norm": 83.98967514038085, "loss": 39.1162052154541, "decode.loss_cls": 1.238351646065712, "decode.loss_mask": 0.9687928855419159, "decode.loss_dice": 1.5590041428804398, "decode.d0.loss_cls": 2.5649380803108217, "decode.d0.loss_mask": 0.973037776350975, "decode.d0.loss_dice": 1.7759634673595428, "decode.d1.loss_cls": 1.417249196767807, "decode.d1.loss_mask": 0.9201188445091247, "decode.d1.loss_dice": 1.6734454184770584, "decode.d2.loss_cls": 1.2118629157543181, "decode.d2.loss_mask": 0.9154867589473724, "decode.d2.loss_dice": 1.6406332075595855, "decode.d3.loss_cls": 1.2175582468509674, "decode.d3.loss_mask": 0.921553972363472, "decode.d3.loss_dice": 1.607772335410118, "decode.d4.loss_cls": 1.2052798300981522, "decode.d4.loss_mask": 0.9423344671726227, "decode.d4.loss_dice": 1.5858458071947097, "decode.d5.loss_cls": 1.1561237633228303, "decode.d5.loss_mask": 0.9630841255187989, "decode.d5.loss_dice": 1.5893898159265518, "decode.d6.loss_cls": 1.1598419159650804, "decode.d6.loss_mask": 0.9720620691776276, "decode.d6.loss_dice": 1.5723133325576781, "decode.d7.loss_cls": 1.1351143687963485, "decode.d7.loss_mask": 0.9769607901573181, "decode.d7.loss_dice": 1.5729448288679122, "decode.d8.loss_cls": 1.1261970818042755, "decode.d8.loss_mask": 0.9776838660240174, "decode.d8.loss_dice": 1.575259831547737, "time": 0.5296233415603637, "memory": 7234, "step": 9050}
{"lr": 9.486691422193585e-06, "data_time": 0.008574414253234863, "grad_norm": 100.09833450317383, "loss": 36.48146495819092, "decode.loss_cls": 1.3412288129329681, "decode.loss_mask": 0.7754388451576233, "decode.loss_dice": 1.375402456521988, "decode.d0.loss_cls": 2.5853482365608214, "decode.d0.loss_mask": 0.7490850210189819, "decode.d0.loss_dice": 1.5032982885837556, "decode.d1.loss_cls": 1.395944082736969, "decode.d1.loss_mask": 0.8103562533855438, "decode.d1.loss_dice": 1.4847453653812408, "decode.d2.loss_cls": 1.448277086019516, "decode.d2.loss_mask": 0.774255919456482, "decode.d2.loss_dice": 1.3711115956306457, "decode.d3.loss_cls": 1.2653101563453675, "decode.d3.loss_mask": 0.8301076084375382, "decode.d3.loss_dice": 1.3540660619735718, "decode.d4.loss_cls": 1.280893713235855, "decode.d4.loss_mask": 0.8291273146867753, "decode.d4.loss_dice": 1.352876329421997, "decode.d5.loss_cls": 1.3003795444965363, "decode.d5.loss_mask": 0.7988975316286087, "decode.d5.loss_dice": 1.2976737439632415, "decode.d6.loss_cls": 1.374664443731308, "decode.d6.loss_mask": 0.7845459878444672, "decode.d6.loss_dice": 1.3609905183315276, "decode.d7.loss_cls": 1.3648246765136718, "decode.d7.loss_mask": 0.779452309012413, "decode.d7.loss_dice": 1.3685384213924408, "decode.d8.loss_cls": 1.3751264691352845, "decode.d8.loss_mask": 0.7763236194849015, "decode.d8.loss_dice": 1.3731752693653108, "time": 0.5555393934249878, "memory": 7242, "step": 9100}
{"lr": 9.483862342091261e-06, "data_time": 0.008507394790649414, "grad_norm": 91.51213455200195, "loss": 41.403514289855956, "decode.loss_cls": 1.4540745198726654, "decode.loss_mask": 0.7927270233631134, "decode.loss_dice": 1.7256007552146913, "decode.d0.loss_cls": 2.761381816864014, "decode.d0.loss_mask": 0.7823100507259368, "decode.d0.loss_dice": 1.9256334006786346, "decode.d1.loss_cls": 1.6844491720199586, "decode.d1.loss_mask": 0.846115243434906, "decode.d1.loss_dice": 1.8687239557504653, "decode.d2.loss_cls": 1.4860149681568147, "decode.d2.loss_mask": 0.8156223148107529, "decode.d2.loss_dice": 1.7975920021533967, "decode.d3.loss_cls": 1.326312193274498, "decode.d3.loss_mask": 0.8043278694152832, "decode.d3.loss_dice": 1.738389679789543, "decode.d4.loss_cls": 1.3647743046283722, "decode.d4.loss_mask": 0.787074989080429, "decode.d4.loss_dice": 1.717555320262909, "decode.d5.loss_cls": 1.3353803277015686, "decode.d5.loss_mask": 0.8100442528724671, "decode.d5.loss_dice": 1.7765639543533325, "decode.d6.loss_cls": 1.4108459055423737, "decode.d6.loss_mask": 0.8044471055269241, "decode.d6.loss_dice": 1.7078918755054473, "decode.d7.loss_cls": 1.412577623128891, "decode.d7.loss_mask": 0.8091551840305329, "decode.d7.loss_dice": 1.687306597828865, "decode.d8.loss_cls": 1.386151659488678, "decode.d8.loss_mask": 0.848814669251442, "decode.d8.loss_dice": 1.735652756690979, "time": 0.5304961204528809, "memory": 7242, "step": 9150}
{"lr": 9.481033168216078e-06, "data_time": 0.008699774742126465, "grad_norm": 91.21345291137695, "loss": 34.38083467483521, "decode.loss_cls": 1.1460428595542909, "decode.loss_mask": 0.733764135837555, "decode.loss_dice": 1.2257036238908767, "decode.d0.loss_cls": 2.6561802327632904, "decode.d0.loss_mask": 0.8178862124681473, "decode.d0.loss_dice": 1.4641725778579713, "decode.d1.loss_cls": 1.3383770450949668, "decode.d1.loss_mask": 0.8781017631292343, "decode.d1.loss_dice": 1.3725432366132737, "decode.d2.loss_cls": 1.2613509982824325, "decode.d2.loss_mask": 0.8009190022945404, "decode.d2.loss_dice": 1.2961713999509812, "decode.d3.loss_cls": 1.209257009625435, "decode.d3.loss_mask": 0.8272000014781952, "decode.d3.loss_dice": 1.2899625420570373, "decode.d4.loss_cls": 1.218674409389496, "decode.d4.loss_mask": 0.8290450870990753, "decode.d4.loss_dice": 1.268272078037262, "decode.d5.loss_cls": 1.1744888454675675, "decode.d5.loss_mask": 0.794372507929802, "decode.d5.loss_dice": 1.258931040763855, "decode.d6.loss_cls": 1.2349351555109025, "decode.d6.loss_mask": 0.7520329147577286, "decode.d6.loss_dice": 1.1943734854459762, "decode.d7.loss_cls": 1.1630323380231857, "decode.d7.loss_mask": 0.7611664175987244, "decode.d7.loss_dice": 1.217579609155655, "decode.d8.loss_cls": 1.1828133374452592, "decode.d8.loss_mask": 0.7464928805828095, "decode.d8.loss_dice": 1.266992849111557, "time": 0.5336097955703736, "memory": 7239, "step": 9200}
{"lr": 9.478203900533839e-06, "data_time": 0.008456969261169433, "grad_norm": 97.33576126098633, "loss": 42.66070919036865, "decode.loss_cls": 1.6375055015087128, "decode.loss_mask": 0.9199856340885162, "decode.loss_dice": 1.517769068479538, "decode.d0.loss_cls": 2.8612480401992797, "decode.d0.loss_mask": 0.9202172845602036, "decode.d0.loss_dice": 1.8082639634609223, "decode.d1.loss_cls": 1.7488160848617553, "decode.d1.loss_mask": 1.0066375136375427, "decode.d1.loss_dice": 1.7607327580451966, "decode.d2.loss_cls": 1.5958001971244813, "decode.d2.loss_mask": 0.9789369821548461, "decode.d2.loss_dice": 1.631835389137268, "decode.d3.loss_cls": 1.6227604746818542, "decode.d3.loss_mask": 0.8879790961742401, "decode.d3.loss_dice": 1.513333398103714, "decode.d4.loss_cls": 1.6009242475032806, "decode.d4.loss_mask": 0.9913084506988525, "decode.d4.loss_dice": 1.5388596296310424, "decode.d5.loss_cls": 1.6658165872097015, "decode.d5.loss_mask": 0.8788398534059525, "decode.d5.loss_dice": 1.4811021208763122, "decode.d6.loss_cls": 1.5952907800674438, "decode.d6.loss_mask": 0.8656720101833344, "decode.d6.loss_dice": 1.5017001628875732, "decode.d7.loss_cls": 1.651957130432129, "decode.d7.loss_mask": 0.9076176017522812, "decode.d7.loss_dice": 1.5131837248802185, "decode.d8.loss_cls": 1.5973222613334657, "decode.d8.loss_mask": 0.9414419919252396, "decode.d8.loss_dice": 1.5178518652915955, "time": 0.5548471927642822, "memory": 7207, "step": 9250}
{"lr": 9.475374539010322e-06, "data_time": 0.008493828773498534, "grad_norm": 88.29062881469727, "loss": 36.605498695373534, "decode.loss_cls": 1.3032458186149598, "decode.loss_mask": 0.6970892190933228, "decode.loss_dice": 1.4751659512519837, "decode.d0.loss_cls": 2.7207522630691527, "decode.d0.loss_mask": 0.7364430263638496, "decode.d0.loss_dice": 1.6909747540950775, "decode.d1.loss_cls": 1.4152919828891755, "decode.d1.loss_mask": 0.7246184110641479, "decode.d1.loss_dice": 1.6294048130512238, "decode.d2.loss_cls": 1.3024470925331115, "decode.d2.loss_mask": 0.6754800319671631, "decode.d2.loss_dice": 1.5521927893161773, "decode.d3.loss_cls": 1.2686693251132966, "decode.d3.loss_mask": 0.6910169735550881, "decode.d3.loss_dice": 1.5006390273571015, "decode.d4.loss_cls": 1.2383573174476623, "decode.d4.loss_mask": 0.7048413813114166, "decode.d4.loss_dice": 1.5170295000076295, "decode.d5.loss_cls": 1.2488852977752685, "decode.d5.loss_mask": 0.712853129208088, "decode.d5.loss_dice": 1.4814407646656036, "decode.d6.loss_cls": 1.2154591619968413, "decode.d6.loss_mask": 0.7136171713471413, "decode.d6.loss_dice": 1.4869418621063233, "decode.d7.loss_cls": 1.2500677227973938, "decode.d7.loss_mask": 0.6821456387639045, "decode.d7.loss_dice": 1.5014244079589845, "decode.d8.loss_cls": 1.2505645871162414, "decode.d8.loss_mask": 0.7052248671650887, "decode.d8.loss_dice": 1.5132129549980164, "time": 0.5283747911453247, "memory": 7250, "step": 9300}
{"lr": 9.47254508361127e-06, "data_time": 0.008517599105834961, "grad_norm": 84.60666618347167, "loss": 40.51185989379883, "decode.loss_cls": 1.3213998407125473, "decode.loss_mask": 0.9728331625461578, "decode.loss_dice": 1.5419330298900604, "decode.d0.loss_cls": 2.547331619262695, "decode.d0.loss_mask": 0.9699217736721039, "decode.d0.loss_dice": 1.8216731607913972, "decode.d1.loss_cls": 1.4215446650981902, "decode.d1.loss_mask": 1.018658071756363, "decode.d1.loss_dice": 1.7781033158302306, "decode.d2.loss_cls": 1.3197975397109984, "decode.d2.loss_mask": 0.9626461923122406, "decode.d2.loss_dice": 1.656978216767311, "decode.d3.loss_cls": 1.3270371913909913, "decode.d3.loss_mask": 0.95518778860569, "decode.d3.loss_dice": 1.5633748114109038, "decode.d4.loss_cls": 1.339656226336956, "decode.d4.loss_mask": 0.9391198515892029, "decode.d4.loss_dice": 1.562074075639248, "decode.d5.loss_cls": 1.3618344038724899, "decode.d5.loss_mask": 0.9307143718004227, "decode.d5.loss_dice": 1.6184821277856827, "decode.d6.loss_cls": 1.3437669679522515, "decode.d6.loss_mask": 0.9333285868167878, "decode.d6.loss_dice": 1.584002560377121, "decode.d7.loss_cls": 1.3098255425691605, "decode.d7.loss_mask": 0.9366800874471665, "decode.d7.loss_dice": 1.5835591778159142, "decode.d8.loss_cls": 1.3545734643936158, "decode.d8.loss_mask": 0.9738935261964798, "decode.d8.loss_dice": 1.5619285359978676, "time": 0.5565688371658325, "memory": 7248, "step": 9350}
{"lr": 9.469715534302413e-06, "data_time": 0.008554553985595703, "grad_norm": 91.10293197631836, "loss": 37.43789081573486, "decode.loss_cls": 1.2202439188957215, "decode.loss_mask": 0.8898760795593261, "decode.loss_dice": 1.4101238936185836, "decode.d0.loss_cls": 2.8598235130310057, "decode.d0.loss_mask": 0.9491512179374695, "decode.d0.loss_dice": 1.6457324028015137, "decode.d1.loss_cls": 1.3515330791473388, "decode.d1.loss_mask": 0.9281067192554474, "decode.d1.loss_dice": 1.5715854465961456, "decode.d2.loss_cls": 1.2844180822372437, "decode.d2.loss_mask": 0.904108104109764, "decode.d2.loss_dice": 1.4334398686885834, "decode.d3.loss_cls": 1.2645275831222533, "decode.d3.loss_mask": 0.8827565014362335, "decode.d3.loss_dice": 1.4395263701677323, "decode.d4.loss_cls": 1.185194581747055, "decode.d4.loss_mask": 0.9002869099378585, "decode.d4.loss_dice": 1.3987406134605407, "decode.d5.loss_cls": 1.2272086083889007, "decode.d5.loss_mask": 0.8799858152866363, "decode.d5.loss_dice": 1.4110410630702972, "decode.d6.loss_cls": 1.1797169029712677, "decode.d6.loss_mask": 0.8614701271057129, "decode.d6.loss_dice": 1.3975625842809678, "decode.d7.loss_cls": 1.2039012610912323, "decode.d7.loss_mask": 0.869883069396019, "decode.d7.loss_dice": 1.4350144505500793, "decode.d8.loss_cls": 1.1863649010658264, "decode.d8.loss_mask": 0.8724910646677018, "decode.d8.loss_dice": 1.3940746128559112, "time": 0.5286530494689942, "memory": 7219, "step": 9400}
{"lr": 9.46688589104945e-06, "data_time": 0.008626294136047364, "grad_norm": 91.15591812133789, "loss": 32.006676864624026, "decode.loss_cls": 1.1105104327201842, "decode.loss_mask": 0.8806183755397796, "decode.loss_dice": 1.0372614711523056, "decode.d0.loss_cls": 2.705745244026184, "decode.d0.loss_mask": 0.9226149022579193, "decode.d0.loss_dice": 1.1389174103736877, "decode.d1.loss_cls": 1.2112093806266784, "decode.d1.loss_mask": 0.9407337009906769, "decode.d1.loss_dice": 1.0821959495544433, "decode.d2.loss_cls": 1.1380444526672364, "decode.d2.loss_mask": 0.8854939967393876, "decode.d2.loss_dice": 1.0318071007728578, "decode.d3.loss_cls": 1.053842943906784, "decode.d3.loss_mask": 0.8873386561870575, "decode.d3.loss_dice": 1.037679421901703, "decode.d4.loss_cls": 1.0627482950687408, "decode.d4.loss_mask": 0.8834726542234421, "decode.d4.loss_dice": 1.0120128333568572, "decode.d5.loss_cls": 1.0570107519626617, "decode.d5.loss_mask": 0.8919635474681854, "decode.d5.loss_dice": 1.0086576402187348, "decode.d6.loss_cls": 1.1370912969112397, "decode.d6.loss_mask": 0.8756032347679138, "decode.d6.loss_dice": 0.9999398231506348, "decode.d7.loss_cls": 1.0763408303260804, "decode.d7.loss_mask": 0.9052207291126251, "decode.d7.loss_dice": 1.0236517310142517, "decode.d8.loss_cls": 1.0809007465839386, "decode.d8.loss_mask": 0.9089705288410187, "decode.d8.loss_dice": 1.0190786600112915, "time": 0.5286047458648682, "memory": 7194, "step": 9450}
{"lr": 9.464056153818072e-06, "data_time": 0.008477354049682617, "grad_norm": 106.52023773193359, "loss": 36.595196914672854, "decode.loss_cls": 1.0965035498142242, "decode.loss_mask": 1.012487268447876, "decode.loss_dice": 1.318500992655754, "decode.d0.loss_cls": 2.487563943862915, "decode.d0.loss_mask": 1.0419817954301833, "decode.d0.loss_dice": 1.484770619869232, "decode.d1.loss_cls": 1.3066724121570588, "decode.d1.loss_mask": 1.1262316048145293, "decode.d1.loss_dice": 1.3991792023181915, "decode.d2.loss_cls": 1.2525748908519745, "decode.d2.loss_mask": 1.0445766896009445, "decode.d2.loss_dice": 1.3241275191307067, "decode.d3.loss_cls": 1.1731760919094085, "decode.d3.loss_mask": 0.9976796716451645, "decode.d3.loss_dice": 1.3114350885152817, "decode.d4.loss_cls": 1.1812961280345917, "decode.d4.loss_mask": 0.9795764952898025, "decode.d4.loss_dice": 1.2706081837415695, "decode.d5.loss_cls": 1.108301228284836, "decode.d5.loss_mask": 1.0210089176893233, "decode.d5.loss_dice": 1.2895296424627305, "decode.d6.loss_cls": 1.0962922871112823, "decode.d6.loss_mask": 1.0240475744009019, "decode.d6.loss_dice": 1.293471670150757, "decode.d7.loss_cls": 1.1130731463432313, "decode.d7.loss_mask": 1.0139000296592713, "decode.d7.loss_dice": 1.317448452115059, "decode.d8.loss_cls": 1.1288692891597747, "decode.d8.loss_mask": 1.0413946956396103, "decode.d8.loss_dice": 1.3389169692993164, "time": 0.5280331611633301, "memory": 7248, "step": 9500}
{"lr": 9.461226322573927e-06, "data_time": 0.008418703079223632, "grad_norm": 87.73337249755859, "loss": 30.612062644958495, "decode.loss_cls": 1.0559719026088714, "decode.loss_mask": 0.7964400887489319, "decode.loss_dice": 1.0108369439840317, "decode.d0.loss_cls": 2.525288534164429, "decode.d0.loss_mask": 0.8396890670061111, "decode.d0.loss_dice": 1.0906243324279785, "decode.d1.loss_cls": 1.1648549497127534, "decode.d1.loss_mask": 0.8099914163351059, "decode.d1.loss_dice": 1.081541085243225, "decode.d2.loss_cls": 1.0910380244255067, "decode.d2.loss_mask": 0.8112292408943176, "decode.d2.loss_dice": 1.0178812265396118, "decode.d3.loss_cls": 1.1235927879810332, "decode.d3.loss_mask": 0.8097855895757675, "decode.d3.loss_dice": 0.9893066823482514, "decode.d4.loss_cls": 1.0306113481521606, "decode.d4.loss_mask": 0.83225057721138, "decode.d4.loss_dice": 1.0136510759592057, "decode.d5.loss_cls": 1.03108451962471, "decode.d5.loss_mask": 0.8426510393619537, "decode.d5.loss_dice": 0.9957200467586518, "decode.d6.loss_cls": 1.0193609952926637, "decode.d6.loss_mask": 0.857045766711235, "decode.d6.loss_dice": 0.9953347414731979, "decode.d7.loss_cls": 1.089150720834732, "decode.d7.loss_mask": 0.8224421292543411, "decode.d7.loss_dice": 0.9861381202936172, "decode.d8.loss_cls": 1.0352220952510833, "decode.d8.loss_mask": 0.8258613646030426, "decode.d8.loss_dice": 1.017465379834175, "time": 0.5299640417098999, "memory": 7310, "step": 9550}
{"lr": 9.458396397282647e-06, "data_time": 0.008684349060058594, "grad_norm": 84.02781600952149, "loss": 34.4753303527832, "decode.loss_cls": 1.0115605920553208, "decode.loss_mask": 0.8957562297582626, "decode.loss_dice": 1.3519669234752656, "decode.d0.loss_cls": 2.4331146717071532, "decode.d0.loss_mask": 0.9170383930206298, "decode.d0.loss_dice": 1.5764200091362, "decode.d1.loss_cls": 1.2525383085012436, "decode.d1.loss_mask": 0.8578278452157975, "decode.d1.loss_dice": 1.4453046321868896, "decode.d2.loss_cls": 1.0805317431688308, "decode.d2.loss_mask": 0.8889437615871429, "decode.d2.loss_dice": 1.3923397302627563, "decode.d3.loss_cls": 0.967403057217598, "decode.d3.loss_mask": 0.8832244396209716, "decode.d3.loss_dice": 1.3794670701026917, "decode.d4.loss_cls": 1.0940364807844163, "decode.d4.loss_mask": 0.8558357566595077, "decode.d4.loss_dice": 1.3690139412879945, "decode.d5.loss_cls": 0.9871917724609375, "decode.d5.loss_mask": 0.8670637547969818, "decode.d5.loss_dice": 1.363900852203369, "decode.d6.loss_cls": 0.9723212003707886, "decode.d6.loss_mask": 0.8479998975992202, "decode.d6.loss_dice": 1.3624137341976166, "decode.d7.loss_cls": 1.0124803125858306, "decode.d7.loss_mask": 0.825508964061737, "decode.d7.loss_dice": 1.3454165577888488, "decode.d8.loss_cls": 1.0464262425899507, "decode.d8.loss_mask": 0.8372729599475861, "decode.d8.loss_dice": 1.3550104320049285, "time": 0.5272849798202515, "memory": 7243, "step": 9600}
{"lr": 9.455566377909836e-06, "data_time": 0.008680367469787597, "grad_norm": 94.11951522827148, "loss": 30.1814621925354, "decode.loss_cls": 0.8602550432085991, "decode.loss_mask": 0.830399465560913, "decode.loss_dice": 1.1268045157194138, "decode.d0.loss_cls": 2.255558693408966, "decode.d0.loss_mask": 0.9054232239723206, "decode.d0.loss_dice": 1.3001916766166688, "decode.d1.loss_cls": 1.03707557618618, "decode.d1.loss_mask": 0.8715907156467437, "decode.d1.loss_dice": 1.2442709118127824, "decode.d2.loss_cls": 0.9275647163391113, "decode.d2.loss_mask": 0.83050497174263, "decode.d2.loss_dice": 1.1577591493725776, "decode.d3.loss_cls": 0.8682864010334015, "decode.d3.loss_mask": 0.8113736569881439, "decode.d3.loss_dice": 1.1435429900884628, "decode.d4.loss_cls": 0.8585664242506027, "decode.d4.loss_mask": 0.8174066066741943, "decode.d4.loss_dice": 1.144226336479187, "decode.d5.loss_cls": 0.862410232424736, "decode.d5.loss_mask": 0.8256317794322967, "decode.d5.loss_dice": 1.147133034467697, "decode.d6.loss_cls": 0.8212520033121109, "decode.d6.loss_mask": 0.8289824485778808, "decode.d6.loss_dice": 1.1249290987849236, "decode.d7.loss_cls": 0.8333874106407165, "decode.d7.loss_mask": 0.818098372220993, "decode.d7.loss_dice": 1.1068757057189942, "decode.d8.loss_cls": 0.8488469034433365, "decode.d8.loss_mask": 0.8400845348834991, "decode.d8.loss_dice": 1.1330289348959923, "time": 0.553000545501709, "memory": 7236, "step": 9650}
{"lr": 9.452736264421079e-06, "data_time": 0.008748412132263184, "grad_norm": 111.23888244628907, "loss": 40.233012962341306, "decode.loss_cls": 1.2649311900138855, "decode.loss_mask": 1.0437082827091217, "decode.loss_dice": 1.4986802786588669, "decode.d0.loss_cls": 2.902712070941925, "decode.d0.loss_mask": 1.1086528301239014, "decode.d0.loss_dice": 1.650412580370903, "decode.d1.loss_cls": 1.4484372675418853, "decode.d1.loss_mask": 1.0777878999710082, "decode.d1.loss_dice": 1.568762630224228, "decode.d2.loss_cls": 1.306745320558548, "decode.d2.loss_mask": 1.0310969710350038, "decode.d2.loss_dice": 1.5430450201034547, "decode.d3.loss_cls": 1.2398594230413438, "decode.d3.loss_mask": 1.0578907072544097, "decode.d3.loss_dice": 1.5346531987190246, "decode.d4.loss_cls": 1.2051340401172639, "decode.d4.loss_mask": 1.0301003485918045, "decode.d4.loss_dice": 1.5305202335119248, "decode.d5.loss_cls": 1.2033655315637588, "decode.d5.loss_mask": 1.022489506006241, "decode.d5.loss_dice": 1.532924747467041, "decode.d6.loss_cls": 1.2521772146224976, "decode.d6.loss_mask": 1.0455202072858811, "decode.d6.loss_dice": 1.5308877050876617, "decode.d7.loss_cls": 1.2692527174949646, "decode.d7.loss_mask": 1.0504258573055267, "decode.d7.loss_dice": 1.5303287565708161, "decode.d8.loss_cls": 1.2198600560426711, "decode.d8.loss_mask": 1.0412412583827972, "decode.d8.loss_dice": 1.4914096772670746, "time": 0.5516216278076171, "memory": 7206, "step": 9700}
{"lr": 9.44990605678194e-06, "data_time": 0.008736300468444824, "grad_norm": 100.92336807250976, "loss": 41.30619640350342, "decode.loss_cls": 1.0285576641559602, "decode.loss_mask": 1.249419379234314, "decode.loss_dice": 1.706389492750168, "decode.d0.loss_cls": 2.5089187264442443, "decode.d0.loss_mask": 1.1642700970172881, "decode.d0.loss_dice": 1.7474826395511627, "decode.d1.loss_cls": 1.1769592583179473, "decode.d1.loss_mask": 1.254947942495346, "decode.d1.loss_dice": 1.7916255056858064, "decode.d2.loss_cls": 1.0235624998807906, "decode.d2.loss_mask": 1.2446232557296752, "decode.d2.loss_dice": 1.7216466903686523, "decode.d3.loss_cls": 0.992371580004692, "decode.d3.loss_mask": 1.2328256905078887, "decode.d3.loss_dice": 1.6675825834274292, "decode.d4.loss_cls": 1.0475375592708587, "decode.d4.loss_mask": 1.2071105301380158, "decode.d4.loss_dice": 1.6898339867591858, "decode.d5.loss_cls": 1.0178992807865144, "decode.d5.loss_mask": 1.1898479223251344, "decode.d5.loss_dice": 1.6917811393737794, "decode.d6.loss_cls": 0.9687189757823944, "decode.d6.loss_mask": 1.2604822516441345, "decode.d6.loss_dice": 1.697595489025116, "decode.d7.loss_cls": 1.0400770008563995, "decode.d7.loss_mask": 1.259264314174652, "decode.d7.loss_dice": 1.699873423576355, "decode.d8.loss_cls": 1.073089611530304, "decode.d8.loss_mask": 1.2476286470890046, "decode.d8.loss_dice": 1.7042714178562164, "time": 0.5266234874725342, "memory": 7192, "step": 9750}
{"lr": 9.447075754957943e-06, "data_time": 0.008442163467407227, "grad_norm": 89.08594360351563, "loss": 46.16131248474121, "decode.loss_cls": 1.5350758194923402, "decode.loss_mask": 1.010323405265808, "decode.loss_dice": 1.823755496740341, "decode.d0.loss_cls": 3.24332218170166, "decode.d0.loss_mask": 1.0541340291500092, "decode.d0.loss_dice": 2.2027200937271116, "decode.d1.loss_cls": 1.7642046689987183, "decode.d1.loss_mask": 1.1142297953367233, "decode.d1.loss_dice": 2.005865216255188, "decode.d2.loss_cls": 1.6289415240287781, "decode.d2.loss_mask": 1.0154201209545135, "decode.d2.loss_dice": 1.819288396835327, "decode.d3.loss_cls": 1.5686970591545104, "decode.d3.loss_mask": 0.9693241864442825, "decode.d3.loss_dice": 1.7723052978515625, "decode.d4.loss_cls": 1.558319979906082, "decode.d4.loss_mask": 0.9951577246189117, "decode.d4.loss_dice": 1.7898736655712129, "decode.d5.loss_cls": 1.5952563107013702, "decode.d5.loss_mask": 1.0084400177001953, "decode.d5.loss_dice": 1.8008902311325072, "decode.d6.loss_cls": 1.5649456262588501, "decode.d6.loss_mask": 0.9786127179861068, "decode.d6.loss_dice": 1.7935868442058562, "decode.d7.loss_cls": 1.4640803396701814, "decode.d7.loss_mask": 1.0146180003881455, "decode.d7.loss_dice": 1.7503298103809357, "decode.d8.loss_cls": 1.4859824061393738, "decode.d8.loss_mask": 1.0249687492847444, "decode.d8.loss_dice": 1.8086419761180879, "time": 0.5286349534988404, "memory": 7202, "step": 9800}
{"lr": 9.444245358914607e-06, "data_time": 0.008609342575073241, "grad_norm": 92.81413040161132, "loss": 36.91078567504883, "decode.loss_cls": 1.5622819662094116, "decode.loss_mask": 0.8301380574703217, "decode.loss_dice": 1.176923257112503, "decode.d0.loss_cls": 2.7731498956680296, "decode.d0.loss_mask": 0.863600206375122, "decode.d0.loss_dice": 1.3280012249946593, "decode.d1.loss_cls": 1.6176301956176757, "decode.d1.loss_mask": 0.890672293305397, "decode.d1.loss_dice": 1.3141446471214295, "decode.d2.loss_cls": 1.5341898858547212, "decode.d2.loss_mask": 0.8748172163963318, "decode.d2.loss_dice": 1.2514407992362977, "decode.d3.loss_cls": 1.4978178560733795, "decode.d3.loss_mask": 0.8285551726818084, "decode.d3.loss_dice": 1.1758683919906616, "decode.d4.loss_cls": 1.4037845253944397, "decode.d4.loss_mask": 0.8585048675537109, "decode.d4.loss_dice": 1.2133735537528991, "decode.d5.loss_cls": 1.46295627951622, "decode.d5.loss_mask": 0.8429885923862457, "decode.d5.loss_dice": 1.1873820304870606, "decode.d6.loss_cls": 1.4382443726062775, "decode.d6.loss_mask": 0.8398017525672913, "decode.d6.loss_dice": 1.188184130191803, "decode.d7.loss_cls": 1.369805496931076, "decode.d7.loss_mask": 0.8740089684724808, "decode.d7.loss_dice": 1.214723628759384, "decode.d8.loss_cls": 1.4219237864017487, "decode.d8.loss_mask": 0.8752438724040985, "decode.d8.loss_dice": 1.200628888607025, "time": 0.5279823064804077, "memory": 7282, "step": 9850}
{"lr": 9.441414868617421e-06, "data_time": 0.008493638038635254, "grad_norm": 99.03971672058105, "loss": 34.625324440002444, "decode.loss_cls": 1.1658850818872453, "decode.loss_mask": 0.8722772836685181, "decode.loss_dice": 1.1126587569713593, "decode.d0.loss_cls": 2.7181249260902405, "decode.d0.loss_mask": 0.9940282285213471, "decode.d0.loss_dice": 1.29976544380188, "decode.d1.loss_cls": 1.3979090929031373, "decode.d1.loss_mask": 0.9286269992589951, "decode.d1.loss_dice": 1.219563353061676, "decode.d2.loss_cls": 1.3300359487533568, "decode.d2.loss_mask": 0.8759786456823349, "decode.d2.loss_dice": 1.1848304271697998, "decode.d3.loss_cls": 1.3096335619688033, "decode.d3.loss_mask": 0.8409408926963806, "decode.d3.loss_dice": 1.1713029086589812, "decode.d4.loss_cls": 1.2911073103547097, "decode.d4.loss_mask": 0.8422013282775879, "decode.d4.loss_dice": 1.1557959020137787, "decode.d5.loss_cls": 1.27802973985672, "decode.d5.loss_mask": 0.8726011157035828, "decode.d5.loss_dice": 1.1689331233501434, "decode.d6.loss_cls": 1.1818944334983825, "decode.d6.loss_mask": 0.864005172252655, "decode.d6.loss_dice": 1.1519865930080413, "decode.d7.loss_cls": 1.2010944366455079, "decode.d7.loss_mask": 0.8600478827953338, "decode.d7.loss_dice": 1.1361793637275697, "decode.d8.loss_cls": 1.1974659353494643, "decode.d8.loss_mask": 0.8572668373584748, "decode.d8.loss_dice": 1.145155918598175, "time": 0.5561979055404663, "memory": 7234, "step": 9900}
{"lr": 9.438584284031842e-06, "data_time": 0.008456015586853027, "grad_norm": 80.19087867736816, "loss": 41.338760948181154, "decode.loss_cls": 1.3924172937870025, "decode.loss_mask": 0.9908148944377899, "decode.loss_dice": 1.5555655658245087, "decode.d0.loss_cls": 2.7047455072402955, "decode.d0.loss_mask": 0.9725402355194092, "decode.d0.loss_dice": 1.8074152231216432, "decode.d1.loss_cls": 1.5763311624526977, "decode.d1.loss_mask": 0.9698509752750397, "decode.d1.loss_dice": 1.6415941298007966, "decode.d2.loss_cls": 1.4800404906272888, "decode.d2.loss_mask": 0.9661978721618653, "decode.d2.loss_dice": 1.6397169291973115, "decode.d3.loss_cls": 1.4522289693355561, "decode.d3.loss_mask": 0.9458847194910049, "decode.d3.loss_dice": 1.5743935644626617, "decode.d4.loss_cls": 1.4085711717605591, "decode.d4.loss_mask": 0.9314642816781997, "decode.d4.loss_dice": 1.5767699956893921, "decode.d5.loss_cls": 1.4158320546150207, "decode.d5.loss_mask": 0.9294818967580796, "decode.d5.loss_dice": 1.559672337770462, "decode.d6.loss_cls": 1.4193796038627624, "decode.d6.loss_mask": 0.9308165043592453, "decode.d6.loss_dice": 1.5466403722763062, "decode.d7.loss_cls": 1.4338609874248505, "decode.d7.loss_mask": 0.9626680910587311, "decode.d7.loss_dice": 1.5314673900604248, "decode.d8.loss_cls": 1.47666797041893, "decode.d8.loss_mask": 0.9863923192024231, "decode.d8.loss_dice": 1.5593392968177795, "time": 0.5293729305267334, "memory": 7261, "step": 9950}
{"lr": 9.435753605123307e-06, "data_time": 0.00860435962677002, "grad_norm": 99.6908447265625, "loss": 36.79367294311523, "decode.loss_cls": 1.2221502482891082, "decode.loss_mask": 0.9293148517608643, "decode.loss_dice": 1.3044375687837602, "decode.d0.loss_cls": 2.624227249622345, "decode.d0.loss_mask": 1.0210121631622315, "decode.d0.loss_dice": 1.6107082426548005, "decode.d1.loss_cls": 1.23410684466362, "decode.d1.loss_mask": 1.0143883645534515, "decode.d1.loss_dice": 1.482009682059288, "decode.d2.loss_cls": 1.244940423965454, "decode.d2.loss_mask": 0.9224856674671174, "decode.d2.loss_dice": 1.3455235421657563, "decode.d3.loss_cls": 1.2538922786712647, "decode.d3.loss_mask": 0.9389017045497894, "decode.d3.loss_dice": 1.3352306187152863, "decode.d4.loss_cls": 1.1978636622428893, "decode.d4.loss_mask": 0.9169951796531677, "decode.d4.loss_dice": 1.3601477503776551, "decode.d5.loss_cls": 1.1955130040645598, "decode.d5.loss_mask": 0.9249590575695038, "decode.d5.loss_dice": 1.3290161579847335, "decode.d6.loss_cls": 1.2002402007579804, "decode.d6.loss_mask": 0.9258616328239441, "decode.d6.loss_dice": 1.302442055940628, "decode.d7.loss_cls": 1.2175914943218231, "decode.d7.loss_mask": 0.9288871705532074, "decode.d7.loss_dice": 1.3041100561618806, "decode.d8.loss_cls": 1.180650269985199, "decode.d8.loss_mask": 0.9561335921287537, "decode.d8.loss_dice": 1.3699303150177002, "time": 0.526862645149231, "memory": 7249, "step": 10000}
{"aAcc": 79.35, "mIoU": 40.57, "mAcc": 56.1, "data_time": 0.0019109657561161603, "time": 0.18440850607427467, "step": 10000}
{"lr": 9.432922831857231e-06, "data_time": 0.008733224868774415, "grad_norm": 87.88238067626953, "loss": 35.85661315917969, "decode.loss_cls": 1.2136888384819031, "decode.loss_mask": 0.8920032352209091, "decode.loss_dice": 1.1968104660511016, "decode.d0.loss_cls": 2.872325086593628, "decode.d0.loss_mask": 0.9442202031612397, "decode.d0.loss_dice": 1.4003465116024016, "decode.d1.loss_cls": 1.5023581027984618, "decode.d1.loss_mask": 0.9099370807409286, "decode.d1.loss_dice": 1.3048048079013825, "decode.d2.loss_cls": 1.3054773449897765, "decode.d2.loss_mask": 0.9341892778873444, "decode.d2.loss_dice": 1.2897404551506042, "decode.d3.loss_cls": 1.2875228226184845, "decode.d3.loss_mask": 0.8958741098642349, "decode.d3.loss_dice": 1.2206230580806732, "decode.d4.loss_cls": 1.2477426946163177, "decode.d4.loss_mask": 0.8943894237279892, "decode.d4.loss_dice": 1.212846577167511, "decode.d5.loss_cls": 1.2720531165599822, "decode.d5.loss_mask": 0.8574297308921814, "decode.d5.loss_dice": 1.2072608709335326, "decode.d6.loss_cls": 1.245347112417221, "decode.d6.loss_mask": 0.9210149109363556, "decode.d6.loss_dice": 1.2083690404891967, "decode.d7.loss_cls": 1.2138361513614655, "decode.d7.loss_mask": 0.9002166092395782, "decode.d7.loss_dice": 1.2149349689483642, "decode.d8.loss_cls": 1.2180717527866363, "decode.d8.loss_mask": 0.8844102621078491, "decode.d8.loss_dice": 1.188768857717514, "time": 0.5563751459121704, "memory": 7195, "step": 10050}
{"lr": 9.430091964199012e-06, "data_time": 0.00878746509552002, "grad_norm": 93.12651443481445, "loss": 33.43564643859863, "decode.loss_cls": 1.3293636441230774, "decode.loss_mask": 0.7176124781370163, "decode.loss_dice": 1.0511611640453338, "decode.d0.loss_cls": 2.8666552782058714, "decode.d0.loss_mask": 0.7723264575004578, "decode.d0.loss_dice": 1.2578653693199158, "decode.d1.loss_cls": 1.5151161968708038, "decode.d1.loss_mask": 0.764879721403122, "decode.d1.loss_dice": 1.1568682610988616, "decode.d2.loss_cls": 1.361136829853058, "decode.d2.loss_mask": 0.7372474908828736, "decode.d2.loss_dice": 1.1339056313037872, "decode.d3.loss_cls": 1.382942110300064, "decode.d3.loss_mask": 0.7227693393826484, "decode.d3.loss_dice": 1.0946934878826142, "decode.d4.loss_cls": 1.3594038128852843, "decode.d4.loss_mask": 0.7295215845108032, "decode.d4.loss_dice": 1.106373369693756, "decode.d5.loss_cls": 1.3723662614822387, "decode.d5.loss_mask": 0.7206790581345558, "decode.d5.loss_dice": 1.0687548518180847, "decode.d6.loss_cls": 1.3568082451820374, "decode.d6.loss_mask": 0.7064350500702858, "decode.d6.loss_dice": 1.019041395187378, "decode.d7.loss_cls": 1.3729353249073029, "decode.d7.loss_mask": 0.6909087866544723, "decode.d7.loss_dice": 1.0215660333633423, "decode.d8.loss_cls": 1.3329989910125732, "decode.d8.loss_mask": 0.6874756366014481, "decode.d8.loss_dice": 1.025835120677948, "time": 0.5263092517852783, "memory": 7344, "step": 10100}
{"lr": 9.427261002114008e-06, "data_time": 0.008712315559387207, "grad_norm": 89.80329666137695, "loss": 37.56480836868286, "decode.loss_cls": 1.2660226464271545, "decode.loss_mask": 0.9456980735063553, "decode.loss_dice": 1.3413979396224023, "decode.d0.loss_cls": 2.8565190553665163, "decode.d0.loss_mask": 0.9740277111530304, "decode.d0.loss_dice": 1.5842663288116454, "decode.d1.loss_cls": 1.4664172768592834, "decode.d1.loss_mask": 0.9741097599267959, "decode.d1.loss_dice": 1.3731009930372238, "decode.d2.loss_cls": 1.3247211754322052, "decode.d2.loss_mask": 0.940096640586853, "decode.d2.loss_dice": 1.3075162798166275, "decode.d3.loss_cls": 1.3372638463973998, "decode.d3.loss_mask": 0.9185885205864907, "decode.d3.loss_dice": 1.313462746143341, "decode.d4.loss_cls": 1.3242372453212738, "decode.d4.loss_mask": 0.922688466310501, "decode.d4.loss_dice": 1.3158704578876494, "decode.d5.loss_cls": 1.2617821216583252, "decode.d5.loss_mask": 0.9120332568883895, "decode.d5.loss_dice": 1.3357828587293625, "decode.d6.loss_cls": 1.264794611930847, "decode.d6.loss_mask": 0.9221348762512207, "decode.d6.loss_dice": 1.3207091614603996, "decode.d7.loss_cls": 1.201348465681076, "decode.d7.loss_mask": 0.9450421690940857, "decode.d7.loss_dice": 1.3616983160376548, "decode.d8.loss_cls": 1.2725061118602752, "decode.d8.loss_mask": 0.9099249511957168, "decode.d8.loss_dice": 1.3710457995533942, "time": 0.529367184638977, "memory": 7244, "step": 10150}
{"lr": 9.424429945567563e-06, "data_time": 0.00865938663482666, "grad_norm": 94.86260604858398, "loss": 26.61965856552124, "decode.loss_cls": 0.9727173060178756, "decode.loss_mask": 0.6647057324647904, "decode.loss_dice": 0.9000321343541146, "decode.d0.loss_cls": 2.0370165705680847, "decode.d0.loss_mask": 0.6958211690187455, "decode.d0.loss_dice": 0.9992039322853088, "decode.d1.loss_cls": 1.0644882142543792, "decode.d1.loss_mask": 0.7110168755054473, "decode.d1.loss_dice": 0.9704482153058052, "decode.d2.loss_cls": 1.0534627556800842, "decode.d2.loss_mask": 0.6465672731399537, "decode.d2.loss_dice": 0.9025539249181748, "decode.d3.loss_cls": 0.9809825897216797, "decode.d3.loss_mask": 0.6061672478914261, "decode.d3.loss_dice": 0.8893995240330697, "decode.d4.loss_cls": 1.0081386685371398, "decode.d4.loss_mask": 0.6149799048900604, "decode.d4.loss_dice": 0.9024626553058624, "decode.d5.loss_cls": 0.9659577488899231, "decode.d5.loss_mask": 0.6405920356512069, "decode.d5.loss_dice": 0.8929335981607437, "decode.d6.loss_cls": 0.9332140982151031, "decode.d6.loss_mask": 0.6523644328117371, "decode.d6.loss_dice": 0.9099877119064331, "decode.d7.loss_cls": 0.9688843846321106, "decode.d7.loss_mask": 0.6616049915552139, "decode.d7.loss_dice": 0.8850757017731666, "decode.d8.loss_cls": 0.9539685130119324, "decode.d8.loss_mask": 0.6515496701002121, "decode.d8.loss_dice": 0.8833599776029587, "time": 0.5282228946685791, "memory": 7157, "step": 10200}
{"lr": 9.421598794524998e-06, "data_time": 0.00885317325592041, "grad_norm": 101.9690185546875, "loss": 32.17656774520874, "decode.loss_cls": 1.059801173210144, "decode.loss_mask": 0.7652685195207596, "decode.loss_dice": 1.1961214900016786, "decode.d0.loss_cls": 2.54431494474411, "decode.d0.loss_mask": 0.8220989227294921, "decode.d0.loss_dice": 1.386926430463791, "decode.d1.loss_cls": 1.1253517597913743, "decode.d1.loss_mask": 0.7906900435686112, "decode.d1.loss_dice": 1.2913586854934693, "decode.d2.loss_cls": 1.0694638729095458, "decode.d2.loss_mask": 0.7832016170024871, "decode.d2.loss_dice": 1.246739888191223, "decode.d3.loss_cls": 1.0921834290027619, "decode.d3.loss_mask": 0.7706864327192307, "decode.d3.loss_dice": 1.1697977006435394, "decode.d4.loss_cls": 0.971710816025734, "decode.d4.loss_mask": 0.7798309683799743, "decode.d4.loss_dice": 1.190625214576721, "decode.d5.loss_cls": 1.0242296367883683, "decode.d5.loss_mask": 0.8010146975517273, "decode.d5.loss_dice": 1.2102720379829406, "decode.d6.loss_cls": 1.018256813287735, "decode.d6.loss_mask": 0.7869388580322265, "decode.d6.loss_dice": 1.203395849466324, "decode.d7.loss_cls": 1.028938001394272, "decode.d7.loss_mask": 0.784592691063881, "decode.d7.loss_dice": 1.2338018476963044, "decode.d8.loss_cls": 1.0548354804515838, "decode.d8.loss_mask": 0.7737062096595764, "decode.d8.loss_dice": 1.2004133224487306, "time": 0.530670952796936, "memory": 7229, "step": 10250}
{"lr": 9.418767548951599e-06, "data_time": 0.008555841445922852, "grad_norm": 96.2706527709961, "loss": 44.86893005371094, "decode.loss_cls": 1.31531919836998, "decode.loss_mask": 1.1145914018154144, "decode.loss_dice": 1.8898173391819, "decode.d0.loss_cls": 2.814185631275177, "decode.d0.loss_mask": 1.1808541536331176, "decode.d0.loss_dice": 2.045332670211792, "decode.d1.loss_cls": 1.4493913799524307, "decode.d1.loss_mask": 1.2028778970241547, "decode.d1.loss_dice": 1.9819104433059693, "decode.d2.loss_cls": 1.3359273046255111, "decode.d2.loss_mask": 1.1354925274848937, "decode.d2.loss_dice": 1.860721653699875, "decode.d3.loss_cls": 1.3020088046789169, "decode.d3.loss_mask": 1.0978312015533447, "decode.d3.loss_dice": 1.8077774524688721, "decode.d4.loss_cls": 1.3438671439886094, "decode.d4.loss_mask": 1.136059546470642, "decode.d4.loss_dice": 1.8442090511322022, "decode.d5.loss_cls": 1.3181025624275207, "decode.d5.loss_mask": 1.1036795020103454, "decode.d5.loss_dice": 1.8415653705596924, "decode.d6.loss_cls": 1.346096009016037, "decode.d6.loss_mask": 1.0983962655067443, "decode.d6.loss_dice": 1.805086874961853, "decode.d7.loss_cls": 1.2618961423635482, "decode.d7.loss_mask": 1.121482241153717, "decode.d7.loss_dice": 1.880238163471222, "decode.d8.loss_cls": 1.279612547159195, "decode.d8.loss_mask": 1.095577323436737, "decode.d8.loss_dice": 1.859023141860962, "time": 0.5294423818588256, "memory": 7263, "step": 10300}
{"lr": 9.415936208812638e-06, "data_time": 0.00873568058013916, "grad_norm": 95.14965057373047, "loss": 43.77597713470459, "decode.loss_cls": 1.3167905032634735, "decode.loss_mask": 1.1136979550123214, "decode.loss_dice": 1.6690135538578033, "decode.d0.loss_cls": 2.8257663249969482, "decode.d0.loss_mask": 1.0874531358480453, "decode.d0.loss_dice": 1.8390530705451966, "decode.d1.loss_cls": 1.4872232019901275, "decode.d1.loss_mask": 1.1708735883235932, "decode.d1.loss_dice": 1.7991677403450013, "decode.d2.loss_cls": 1.3928660690784453, "decode.d2.loss_mask": 1.1738439440727233, "decode.d2.loss_dice": 1.770474135875702, "decode.d3.loss_cls": 1.3024281084537506, "decode.d3.loss_mask": 1.1745121777057648, "decode.d3.loss_dice": 1.7250303387641908, "decode.d4.loss_cls": 1.3102966487407683, "decode.d4.loss_mask": 1.168768548965454, "decode.d4.loss_dice": 1.6803900241851806, "decode.d5.loss_cls": 1.3582209050655365, "decode.d5.loss_mask": 1.158061507344246, "decode.d5.loss_dice": 1.6917455732822417, "decode.d6.loss_cls": 1.301028111577034, "decode.d6.loss_mask": 1.181061354279518, "decode.d6.loss_dice": 1.7302842676639556, "decode.d7.loss_cls": 1.3164657473564148, "decode.d7.loss_mask": 1.1835945844650269, "decode.d7.loss_dice": 1.710525119304657, "decode.d8.loss_cls": 1.3069708406925202, "decode.d8.loss_mask": 1.1304613381624222, "decode.d8.loss_dice": 1.6999092102050781, "time": 0.5276520252227783, "memory": 7259, "step": 10350}
{"lr": 9.413104774073364e-06, "data_time": 0.008603930473327637, "grad_norm": 100.03274841308594, "loss": 30.625443172454833, "decode.loss_cls": 0.8235597372055053, "decode.loss_mask": 0.7864493042230606, "decode.loss_dice": 1.172695118188858, "decode.d0.loss_cls": 2.4306326866149903, "decode.d0.loss_mask": 0.8174171566963195, "decode.d0.loss_dice": 1.3285163760185241, "decode.d1.loss_cls": 1.0556706726551055, "decode.d1.loss_mask": 0.856315267086029, "decode.d1.loss_dice": 1.2715463101863862, "decode.d2.loss_cls": 1.0052157491445541, "decode.d2.loss_mask": 0.8045871019363403, "decode.d2.loss_dice": 1.224576622247696, "decode.d3.loss_cls": 0.9520221918821334, "decode.d3.loss_mask": 0.7694312334060669, "decode.d3.loss_dice": 1.181104063987732, "decode.d4.loss_cls": 0.9505823999643326, "decode.d4.loss_mask": 0.7888059735298156, "decode.d4.loss_dice": 1.1723497986793519, "decode.d5.loss_cls": 0.8889855802059173, "decode.d5.loss_mask": 0.7994395017623901, "decode.d5.loss_dice": 1.1742672562599181, "decode.d6.loss_cls": 0.8213210761547088, "decode.d6.loss_mask": 0.8016990512609482, "decode.d6.loss_dice": 1.1791359722614287, "decode.d7.loss_cls": 0.8305352181196213, "decode.d7.loss_mask": 0.7912524402141571, "decode.d7.loss_dice": 1.1571956515312194, "decode.d8.loss_cls": 0.8511352300643921, "decode.d8.loss_mask": 0.7946231245994568, "decode.d8.loss_dice": 1.144376128911972, "time": 0.5292894840240479, "memory": 7242, "step": 10400}
{"lr": 9.410273244699e-06, "data_time": 0.008748769760131836, "grad_norm": 104.18332061767578, "loss": 35.4104944229126, "decode.loss_cls": 1.1730507880449295, "decode.loss_mask": 0.8430789738893509, "decode.loss_dice": 1.2688527584075928, "decode.d0.loss_cls": 2.526539516448975, "decode.d0.loss_mask": 0.9338568687438965, "decode.d0.loss_dice": 1.5834589064121247, "decode.d1.loss_cls": 1.3188238859176635, "decode.d1.loss_mask": 0.8851989090442658, "decode.d1.loss_dice": 1.4296461045742035, "decode.d2.loss_cls": 1.2467265665531158, "decode.d2.loss_mask": 0.877461987733841, "decode.d2.loss_dice": 1.3242300629615784, "decode.d3.loss_cls": 1.2170677959918976, "decode.d3.loss_mask": 0.8490437984466552, "decode.d3.loss_dice": 1.2713700979948044, "decode.d4.loss_cls": 1.2208888590335847, "decode.d4.loss_mask": 0.8601269006729126, "decode.d4.loss_dice": 1.2698464214801788, "decode.d5.loss_cls": 1.243887573480606, "decode.d5.loss_mask": 0.8436411321163177, "decode.d5.loss_dice": 1.2695163905620575, "decode.d6.loss_cls": 1.2074667036533355, "decode.d6.loss_mask": 0.8536370873451233, "decode.d6.loss_dice": 1.2569129049777985, "decode.d7.loss_cls": 1.2071761667728425, "decode.d7.loss_mask": 0.8667907655239105, "decode.d7.loss_dice": 1.2760790646076203, "decode.d8.loss_cls": 1.1537601232528687, "decode.d8.loss_mask": 0.855214786529541, "decode.d8.loss_dice": 1.2771422445774079, "time": 0.5549078702926635, "memory": 7274, "step": 10450}
{"lr": 9.40744162065473e-06, "data_time": 0.00866541862487793, "grad_norm": 83.19163818359375, "loss": 43.60755519866943, "decode.loss_cls": 1.5251087427139283, "decode.loss_mask": 0.9494039714336395, "decode.loss_dice": 1.7287716269493103, "decode.d0.loss_cls": 2.9414302945137023, "decode.d0.loss_mask": 0.9444499701261521, "decode.d0.loss_dice": 1.9611717283725738, "decode.d1.loss_cls": 1.6878307163715363, "decode.d1.loss_mask": 0.9365879833698273, "decode.d1.loss_dice": 1.8485969424247741, "decode.d2.loss_cls": 1.5000822424888611, "decode.d2.loss_mask": 0.9778231918811798, "decode.d2.loss_dice": 1.7533407807350159, "decode.d3.loss_cls": 1.5334963858127595, "decode.d3.loss_mask": 0.9243493407964707, "decode.d3.loss_dice": 1.6729900419712067, "decode.d4.loss_cls": 1.519401389360428, "decode.d4.loss_mask": 0.9200922846794128, "decode.d4.loss_dice": 1.6780595541000367, "decode.d5.loss_cls": 1.4963192999362946, "decode.d5.loss_mask": 0.9434471964836121, "decode.d5.loss_dice": 1.7191881775856017, "decode.d6.loss_cls": 1.4993307828903197, "decode.d6.loss_mask": 0.917591342329979, "decode.d6.loss_dice": 1.6765947222709656, "decode.d7.loss_cls": 1.479684042930603, "decode.d7.loss_mask": 0.9386022508144378, "decode.d7.loss_dice": 1.7049585819244384, "decode.d8.loss_cls": 1.5122907519340516, "decode.d8.loss_mask": 0.9559323847293854, "decode.d8.loss_dice": 1.7606290340423585, "time": 0.5297883987426758, "memory": 7234, "step": 10500}
{"lr": 9.40460990190572e-06, "data_time": 0.008690595626831055, "grad_norm": 86.76729202270508, "loss": 29.43999013900757, "decode.loss_cls": 1.0663143873214722, "decode.loss_mask": 0.7377096891403199, "decode.loss_dice": 0.9616509765386582, "decode.d0.loss_cls": 2.3602259874343874, "decode.d0.loss_mask": 0.8098879396915436, "decode.d0.loss_dice": 1.1392608672380446, "decode.d1.loss_cls": 1.0921534836292266, "decode.d1.loss_mask": 0.7907847464084625, "decode.d1.loss_dice": 1.0513646334409714, "decode.d2.loss_cls": 1.0586686104536056, "decode.d2.loss_mask": 0.731063824892044, "decode.d2.loss_dice": 1.0016579121351241, "decode.d3.loss_cls": 1.0479909390211106, "decode.d3.loss_mask": 0.7058373332023621, "decode.d3.loss_dice": 0.9756219983100891, "decode.d4.loss_cls": 1.055109453201294, "decode.d4.loss_mask": 0.7348568886518478, "decode.d4.loss_dice": 1.01783886551857, "decode.d5.loss_cls": 1.0392515361309052, "decode.d5.loss_mask": 0.7365520060062408, "decode.d5.loss_dice": 1.0176321774721147, "decode.d6.loss_cls": 1.0617816478013993, "decode.d6.loss_mask": 0.7287249356508255, "decode.d6.loss_dice": 0.9817747890949249, "decode.d7.loss_cls": 1.0951342463493348, "decode.d7.loss_mask": 0.718824616074562, "decode.d7.loss_dice": 0.9630818009376526, "decode.d8.loss_cls": 1.063777470588684, "decode.d8.loss_mask": 0.7376400128006935, "decode.d8.loss_dice": 0.9578167527914048, "time": 0.5283042192459106, "memory": 7186, "step": 10550}
{"lr": 9.401778088417141e-06, "data_time": 0.00876312255859375, "grad_norm": 99.47938117980956, "loss": 32.05345468521118, "decode.loss_cls": 0.9716099888086319, "decode.loss_mask": 0.8538283348083496, "decode.loss_dice": 1.1374908864498139, "decode.d0.loss_cls": 2.5295511841773988, "decode.d0.loss_mask": 0.8811657935380935, "decode.d0.loss_dice": 1.3199812531471253, "decode.d1.loss_cls": 1.0816259682178497, "decode.d1.loss_mask": 0.9225630521774292, "decode.d1.loss_dice": 1.326104497909546, "decode.d2.loss_cls": 1.1174156069755554, "decode.d2.loss_mask": 0.8501534789800644, "decode.d2.loss_dice": 1.2087774515151977, "decode.d3.loss_cls": 0.9925976127386094, "decode.d3.loss_mask": 0.8257824748754501, "decode.d3.loss_dice": 1.17471786737442, "decode.d4.loss_cls": 0.976834750175476, "decode.d4.loss_mask": 0.8428115308284759, "decode.d4.loss_dice": 1.1642359435558318, "decode.d5.loss_cls": 0.9707041174173355, "decode.d5.loss_mask": 0.8566363602876663, "decode.d5.loss_dice": 1.1739080786705016, "decode.d6.loss_cls": 1.0032509088516235, "decode.d6.loss_mask": 0.8204446226358414, "decode.d6.loss_dice": 1.1109750807285308, "decode.d7.loss_cls": 1.0022074311971665, "decode.d7.loss_mask": 0.8281156480312347, "decode.d7.loss_dice": 1.1533003121614456, "decode.d8.loss_cls": 0.9927464634180069, "decode.d8.loss_mask": 0.8198659867048264, "decode.d8.loss_dice": 1.1440520495176316, "time": 0.5294434309005738, "memory": 7257, "step": 10600}
{"lr": 9.398946180154086e-06, "data_time": 0.008702373504638672, "grad_norm": 97.55859375, "loss": 39.804395484924314, "decode.loss_cls": 1.26758873462677, "decode.loss_mask": 1.0898355305194856, "decode.loss_dice": 1.4130527794361114, "decode.d0.loss_cls": 2.8300622582435606, "decode.d0.loss_mask": 1.1031095385551453, "decode.d0.loss_dice": 1.6042227149009705, "decode.d1.loss_cls": 1.4724545180797577, "decode.d1.loss_mask": 1.0597080945968629, "decode.d1.loss_dice": 1.4999954462051392, "decode.d2.loss_cls": 1.3758136510849, "decode.d2.loss_mask": 1.0787327229976653, "decode.d2.loss_dice": 1.4486043393611907, "decode.d3.loss_cls": 1.3486523926258087, "decode.d3.loss_mask": 1.0636855483055114, "decode.d3.loss_dice": 1.3623116850852965, "decode.d4.loss_cls": 1.2803880393505096, "decode.d4.loss_mask": 1.063958877325058, "decode.d4.loss_dice": 1.3782919466495513, "decode.d5.loss_cls": 1.2927681982517243, "decode.d5.loss_mask": 1.088051438331604, "decode.d5.loss_dice": 1.4012143671512605, "decode.d6.loss_cls": 1.2656199276447295, "decode.d6.loss_mask": 1.0734842240810394, "decode.d6.loss_dice": 1.3718232750892638, "decode.d7.loss_cls": 1.2684070408344268, "decode.d7.loss_mask": 1.0698874831199645, "decode.d7.loss_dice": 1.4444208145141602, "decode.d8.loss_cls": 1.2601779878139496, "decode.d8.loss_mask": 1.0753913402557373, "decode.d8.loss_dice": 1.452681690454483, "time": 0.5301746606826783, "memory": 7219, "step": 10650}
{"lr": 9.396114177081668e-06, "data_time": 0.008628654479980468, "grad_norm": 92.03593521118164, "loss": 33.538076400756836, "decode.loss_cls": 1.1451402366161347, "decode.loss_mask": 0.7926811158657074, "decode.loss_dice": 1.2010778486728668, "decode.d0.loss_cls": 2.2983032703399657, "decode.d0.loss_mask": 0.855819708108902, "decode.d0.loss_dice": 1.3757340550422668, "decode.d1.loss_cls": 1.3221925050020218, "decode.d1.loss_mask": 0.8477674126625061, "decode.d1.loss_dice": 1.3207967698574066, "decode.d2.loss_cls": 1.230369085073471, "decode.d2.loss_mask": 0.8461335748434067, "decode.d2.loss_dice": 1.2681996941566467, "decode.d3.loss_cls": 1.1881267994642257, "decode.d3.loss_mask": 0.811000919342041, "decode.d3.loss_dice": 1.2697438180446625, "decode.d4.loss_cls": 1.1162031650543214, "decode.d4.loss_mask": 0.800063693523407, "decode.d4.loss_dice": 1.213027560710907, "decode.d5.loss_cls": 1.151395007967949, "decode.d5.loss_mask": 0.8159525960683822, "decode.d5.loss_dice": 1.2197132468223573, "decode.d6.loss_cls": 1.1370277762413026, "decode.d6.loss_mask": 0.7943782210350037, "decode.d6.loss_dice": 1.2266054511070252, "decode.d7.loss_cls": 1.1233054399490356, "decode.d7.loss_mask": 0.7851508647203446, "decode.d7.loss_dice": 1.2268832683563233, "decode.d8.loss_cls": 1.1211832731962204, "decode.d8.loss_mask": 0.8004191517829895, "decode.d8.loss_dice": 1.233681333065033, "time": 0.5278881788253784, "memory": 7219, "step": 10700}
{"lr": 9.393282079164962e-06, "data_time": 0.008633613586425781, "grad_norm": 95.52291564941406, "loss": 38.156995582580564, "decode.loss_cls": 1.2579192727804185, "decode.loss_mask": 0.9365243315696716, "decode.loss_dice": 1.4048252046108245, "decode.d0.loss_cls": 2.6889922499656675, "decode.d0.loss_mask": 0.9462465584278107, "decode.d0.loss_dice": 1.581099072098732, "decode.d1.loss_cls": 1.252161192893982, "decode.d1.loss_mask": 1.0142061710357666, "decode.d1.loss_dice": 1.5359653860330582, "decode.d2.loss_cls": 1.264477926492691, "decode.d2.loss_mask": 0.9679122745990754, "decode.d2.loss_dice": 1.4747488170862197, "decode.d3.loss_cls": 1.239229190349579, "decode.d3.loss_mask": 0.9575155556201935, "decode.d3.loss_dice": 1.4288589179515838, "decode.d4.loss_cls": 1.2087548404932023, "decode.d4.loss_mask": 0.9634206593036652, "decode.d4.loss_dice": 1.4169441044330597, "decode.d5.loss_cls": 1.2212725698947906, "decode.d5.loss_mask": 1.0164177775382996, "decode.d5.loss_dice": 1.4462277501821519, "decode.d6.loss_cls": 1.1969558715820312, "decode.d6.loss_mask": 1.0151794403791428, "decode.d6.loss_dice": 1.4403787821531295, "decode.d7.loss_cls": 1.1794380247592926, "decode.d7.loss_mask": 0.995060133934021, "decode.d7.loss_dice": 1.476742234826088, "decode.d8.loss_cls": 1.1703011393547058, "decode.d8.loss_mask": 0.9941591858863831, "decode.d8.loss_dice": 1.4650622010231018, "time": 0.5600155353546142, "memory": 7243, "step": 10750}
{"lr": 9.390449886369006e-06, "data_time": 0.008633899688720702, "grad_norm": 99.95474090576172, "loss": 40.61066226959228, "decode.loss_cls": 1.3091987550258637, "decode.loss_mask": 1.0324097156524659, "decode.loss_dice": 1.4639225840568542, "decode.d0.loss_cls": 2.847346568107605, "decode.d0.loss_mask": 1.0574268043041228, "decode.d0.loss_dice": 1.729094111919403, "decode.d1.loss_cls": 1.4572048127651214, "decode.d1.loss_mask": 1.0355177104473114, "decode.d1.loss_dice": 1.6549243986606599, "decode.d2.loss_cls": 1.3960447549819945, "decode.d2.loss_mask": 1.0630133271217346, "decode.d2.loss_dice": 1.555283260345459, "decode.d3.loss_cls": 1.3503246426582336, "decode.d3.loss_mask": 1.0200041234493256, "decode.d3.loss_dice": 1.440193909406662, "decode.d4.loss_cls": 1.3111486196517945, "decode.d4.loss_mask": 1.047552239894867, "decode.d4.loss_dice": 1.491541290283203, "decode.d5.loss_cls": 1.310829794406891, "decode.d5.loss_mask": 1.0316508889198304, "decode.d5.loss_dice": 1.4777238547801972, "decode.d6.loss_cls": 1.3551961004734039, "decode.d6.loss_mask": 1.0568835377693175, "decode.d6.loss_dice": 1.439681249856949, "decode.d7.loss_cls": 1.3244286358356476, "decode.d7.loss_mask": 1.0661244571208954, "decode.d7.loss_dice": 1.4531592845916748, "decode.d8.loss_cls": 1.3009956300258636, "decode.d8.loss_mask": 1.03160520195961, "decode.d8.loss_dice": 1.5002323031425475, "time": 0.5292516708374023, "memory": 7194, "step": 10800}
{"lr": 9.38761759865884e-06, "data_time": 0.008853292465209961, "grad_norm": 96.0443603515625, "loss": 44.20576400756836, "decode.loss_cls": 1.5704494774341584, "decode.loss_mask": 1.1543369531631469, "decode.loss_dice": 1.4627528727054595, "decode.d0.loss_cls": 3.0170780420303345, "decode.d0.loss_mask": 1.2091761231422424, "decode.d0.loss_dice": 1.7115117877721786, "decode.d1.loss_cls": 1.7830261886119843, "decode.d1.loss_mask": 1.0943761885166168, "decode.d1.loss_dice": 1.5961937665939332, "decode.d2.loss_cls": 1.7451979398727417, "decode.d2.loss_mask": 1.1087282121181488, "decode.d2.loss_dice": 1.503382995724678, "decode.d3.loss_cls": 1.6297777950763703, "decode.d3.loss_mask": 1.1093817174434661, "decode.d3.loss_dice": 1.4743682593107224, "decode.d4.loss_cls": 1.6488512456417084, "decode.d4.loss_mask": 1.1184677541255952, "decode.d4.loss_dice": 1.4977056950330734, "decode.d5.loss_cls": 1.618502640724182, "decode.d5.loss_mask": 1.1111782133579253, "decode.d5.loss_dice": 1.4815891653299331, "decode.d6.loss_cls": 1.6911253750324249, "decode.d6.loss_mask": 1.0831109166145325, "decode.d6.loss_dice": 1.4177618205547333, "decode.d7.loss_cls": 1.6204691231250763, "decode.d7.loss_mask": 1.076835709810257, "decode.d7.loss_dice": 1.4408115953207017, "decode.d8.loss_cls": 1.7037618815898896, "decode.d8.loss_mask": 1.097259020805359, "decode.d8.loss_dice": 1.4285920053720473, "time": 0.5593995094299317, "memory": 7257, "step": 10850}
{"lr": 9.384785215999444e-06, "data_time": 0.008657479286193847, "grad_norm": 88.60533332824707, "loss": 33.82816028594971, "decode.loss_cls": 0.8179515182971955, "decode.loss_mask": 0.9903573602437973, "decode.loss_dice": 1.3050920695066452, "decode.d0.loss_cls": 2.280371570587158, "decode.d0.loss_mask": 1.05291648209095, "decode.d0.loss_dice": 1.4459227710962295, "decode.d1.loss_cls": 1.0286802500486374, "decode.d1.loss_mask": 1.0415773153305055, "decode.d1.loss_dice": 1.4078123986721038, "decode.d2.loss_cls": 0.8702210068702698, "decode.d2.loss_mask": 1.028740245103836, "decode.d2.loss_dice": 1.3538855254650115, "decode.d3.loss_cls": 0.9385492354631424, "decode.d3.loss_mask": 1.0248479664325714, "decode.d3.loss_dice": 1.2911757051944732, "decode.d4.loss_cls": 0.8248260915279388, "decode.d4.loss_mask": 1.005516305565834, "decode.d4.loss_dice": 1.352614888548851, "decode.d5.loss_cls": 0.877301836013794, "decode.d5.loss_mask": 1.0206601560115813, "decode.d5.loss_dice": 1.3244004666805267, "decode.d6.loss_cls": 0.8583519160747528, "decode.d6.loss_mask": 1.0102274477481843, "decode.d6.loss_dice": 1.3242998123168945, "decode.d7.loss_cls": 0.8243904113769531, "decode.d7.loss_mask": 1.0356350541114807, "decode.d7.loss_dice": 1.3129705756902694, "decode.d8.loss_cls": 0.8240547925233841, "decode.d8.loss_mask": 1.0281365245580674, "decode.d8.loss_dice": 1.3266732096672058, "time": 0.5306877613067627, "memory": 7339, "step": 10900}
{"lr": 9.381952738355811e-06, "data_time": 0.008724498748779296, "grad_norm": 99.00084915161133, "loss": 32.563507843017575, "decode.loss_cls": 0.960553914308548, "decode.loss_mask": 0.9497237086296082, "decode.loss_dice": 1.1195644199848176, "decode.d0.loss_cls": 2.291373085975647, "decode.d0.loss_mask": 0.9989019811153412, "decode.d0.loss_dice": 1.1893982410430908, "decode.d1.loss_cls": 1.1733994036912918, "decode.d1.loss_mask": 0.9473036408424378, "decode.d1.loss_dice": 1.1989708423614502, "decode.d2.loss_cls": 1.0878987967967988, "decode.d2.loss_mask": 0.933261638879776, "decode.d2.loss_dice": 1.1498266398906707, "decode.d3.loss_cls": 1.070438387989998, "decode.d3.loss_mask": 0.904558539390564, "decode.d3.loss_dice": 1.127665889263153, "decode.d4.loss_cls": 1.1023927539587022, "decode.d4.loss_mask": 0.9028520345687866, "decode.d4.loss_dice": 1.1354186713695527, "decode.d5.loss_cls": 1.029360607266426, "decode.d5.loss_mask": 0.9181561768054962, "decode.d5.loss_dice": 1.1492206692695617, "decode.d6.loss_cls": 1.0318228274583816, "decode.d6.loss_mask": 0.9308920979499817, "decode.d6.loss_dice": 1.144724076986313, "decode.d7.loss_cls": 0.9758344382047653, "decode.d7.loss_mask": 0.952458506822586, "decode.d7.loss_dice": 1.1455533683300019, "decode.d8.loss_cls": 0.9739891529083252, "decode.d8.loss_mask": 0.9413263618946075, "decode.d8.loss_dice": 1.1266662180423737, "time": 0.5286674976348877, "memory": 7228, "step": 10950}
{"lr": 9.379120165692883e-06, "data_time": 0.008738207817077636, "grad_norm": 93.08029289245606, "loss": 39.07951145172119, "decode.loss_cls": 1.3855605125427246, "decode.loss_mask": 0.9045450925827027, "decode.loss_dice": 1.4192533314228057, "decode.d0.loss_cls": 2.8140230417251586, "decode.d0.loss_mask": 0.991723644733429, "decode.d0.loss_dice": 1.662250965833664, "decode.d1.loss_cls": 1.601406466960907, "decode.d1.loss_mask": 0.9104966878890991, "decode.d1.loss_dice": 1.5034399449825286, "decode.d2.loss_cls": 1.4053391993045807, "decode.d2.loss_mask": 0.8941029161214828, "decode.d2.loss_dice": 1.4554080247879029, "decode.d3.loss_cls": 1.3828889787197114, "decode.d3.loss_mask": 0.8991473257541657, "decode.d3.loss_dice": 1.3855441629886627, "decode.d4.loss_cls": 1.381425005197525, "decode.d4.loss_mask": 0.918096786737442, "decode.d4.loss_dice": 1.4193441569805145, "decode.d5.loss_cls": 1.3724343180656433, "decode.d5.loss_mask": 0.9252897739410401, "decode.d5.loss_dice": 1.4231525897979735, "decode.d6.loss_cls": 1.3028696060180665, "decode.d6.loss_mask": 0.9124472141265869, "decode.d6.loss_dice": 1.4189929008483886, "decode.d7.loss_cls": 1.3880986094474792, "decode.d7.loss_mask": 0.9126633763313293, "decode.d7.loss_dice": 1.4091998934745789, "decode.d8.loss_cls": 1.3613132119178772, "decode.d8.loss_mask": 0.9327460646629333, "decode.d8.loss_dice": 1.386308777332306, "time": 0.5554914712905884, "memory": 7287, "step": 11000}
{"lr": 9.376287497975584e-06, "data_time": 0.008747720718383789, "grad_norm": 94.62466888427734, "loss": 35.13434810638428, "decode.loss_cls": 1.251996397972107, "decode.loss_mask": 0.8157343804836273, "decode.loss_dice": 1.2492764949798585, "decode.d0.loss_cls": 2.53570841550827, "decode.d0.loss_mask": 0.8747514843940735, "decode.d0.loss_dice": 1.4020378351211549, "decode.d1.loss_cls": 1.3676169097423554, "decode.d1.loss_mask": 0.8644479513168335, "decode.d1.loss_dice": 1.3076999485492706, "decode.d2.loss_cls": 1.2556367099285126, "decode.d2.loss_mask": 0.8192912578582764, "decode.d2.loss_dice": 1.3038958847522735, "decode.d3.loss_cls": 1.2723004162311553, "decode.d3.loss_mask": 0.819517782330513, "decode.d3.loss_dice": 1.294219434261322, "decode.d4.loss_cls": 1.191724282503128, "decode.d4.loss_mask": 0.8486649036407471, "decode.d4.loss_dice": 1.3145932316780091, "decode.d5.loss_cls": 1.2319480657577515, "decode.d5.loss_mask": 0.8101126044988632, "decode.d5.loss_dice": 1.2783510565757752, "decode.d6.loss_cls": 1.2591038584709167, "decode.d6.loss_mask": 0.8383966475725174, "decode.d6.loss_dice": 1.280658107995987, "decode.d7.loss_cls": 1.2579169869422913, "decode.d7.loss_mask": 0.7969122469425202, "decode.d7.loss_dice": 1.2695469737052918, "decode.d8.loss_cls": 1.2284393668174745, "decode.d8.loss_mask": 0.8177257806062699, "decode.d8.loss_dice": 1.2761238753795623, "time": 0.5522510766983032, "memory": 7174, "step": 11050}
{"lr": 9.373454735168816e-06, "data_time": 0.008617782592773437, "grad_norm": 85.34015655517578, "loss": 29.54064350128174, "decode.loss_cls": 0.9105423182249069, "decode.loss_mask": 0.7088487148284912, "decode.loss_dice": 1.1167762517929076, "decode.d0.loss_cls": 2.300577759742737, "decode.d0.loss_mask": 0.732974511384964, "decode.d0.loss_dice": 1.2183939635753631, "decode.d1.loss_cls": 1.0126382112503052, "decode.d1.loss_mask": 0.7642749100923538, "decode.d1.loss_dice": 1.196944284439087, "decode.d2.loss_cls": 0.9908409237861633, "decode.d2.loss_mask": 0.7075958728790284, "decode.d2.loss_dice": 1.1375454753637313, "decode.d3.loss_cls": 0.9624772548675538, "decode.d3.loss_mask": 0.7339264303445816, "decode.d3.loss_dice": 1.0966557085514068, "decode.d4.loss_cls": 0.9420357763767242, "decode.d4.loss_mask": 0.7440758377313614, "decode.d4.loss_dice": 1.1085513591766358, "decode.d5.loss_cls": 0.9401679098606109, "decode.d5.loss_mask": 0.7374401837587357, "decode.d5.loss_dice": 1.1012212336063385, "decode.d6.loss_cls": 0.9303655952215195, "decode.d6.loss_mask": 0.7426637023687362, "decode.d6.loss_dice": 1.1232065588235856, "decode.d7.loss_cls": 0.9319895148277283, "decode.d7.loss_mask": 0.7376677900552749, "decode.d7.loss_dice": 1.1050095945596694, "decode.d8.loss_cls": 0.9182949513196945, "decode.d8.loss_mask": 0.7365688145160675, "decode.d8.loss_dice": 1.150374498963356, "time": 0.5303476810455322, "memory": 7275, "step": 11100}
{"lr": 9.370621877237448e-06, "data_time": 0.008708643913269042, "grad_norm": 87.58462829589844, "loss": 40.110589790344235, "decode.loss_cls": 1.416731196641922, "decode.loss_mask": 0.9539147198200226, "decode.loss_dice": 1.4233091533184052, "decode.d0.loss_cls": 2.800413978099823, "decode.d0.loss_mask": 0.9362799912691117, "decode.d0.loss_dice": 1.5599591612815857, "decode.d1.loss_cls": 1.5418628633022309, "decode.d1.loss_mask": 0.9708192378282547, "decode.d1.loss_dice": 1.537131702899933, "decode.d2.loss_cls": 1.4576221585273743, "decode.d2.loss_mask": 0.9783926457166672, "decode.d2.loss_dice": 1.4703360438346862, "decode.d3.loss_cls": 1.4578442573547363, "decode.d3.loss_mask": 0.9592765212059021, "decode.d3.loss_dice": 1.4268489837646485, "decode.d4.loss_cls": 1.4571954548358916, "decode.d4.loss_mask": 0.9557614743709564, "decode.d4.loss_dice": 1.4450205892324448, "decode.d5.loss_cls": 1.4868407726287842, "decode.d5.loss_mask": 0.9237563535571098, "decode.d5.loss_dice": 1.4212554663419723, "decode.d6.loss_cls": 1.4632959812879562, "decode.d6.loss_mask": 0.9517247393727303, "decode.d6.loss_dice": 1.438285204768181, "decode.d7.loss_cls": 1.455416738986969, "decode.d7.loss_mask": 0.9509864926338196, "decode.d7.loss_dice": 1.4522973358631135, "decode.d8.loss_cls": 1.4290781259536742, "decode.d8.loss_mask": 0.9374649867415428, "decode.d8.loss_dice": 1.4514670968055725, "time": 0.5285366535186767, "memory": 7204, "step": 11150}
{"lr": 9.367788924146328e-06, "data_time": 0.008730626106262207, "grad_norm": 85.33281784057617, "loss": 31.961070251464843, "decode.loss_cls": 1.0178507149219513, "decode.loss_mask": 0.8703858613967895, "decode.loss_dice": 1.0467232823371888, "decode.d0.loss_cls": 2.4315032243728636, "decode.d0.loss_mask": 0.9208551645278931, "decode.d0.loss_dice": 1.2010353684425354, "decode.d1.loss_cls": 1.2174606412649154, "decode.d1.loss_mask": 0.9036192446947098, "decode.d1.loss_dice": 1.135269331932068, "decode.d2.loss_cls": 1.1025997966527938, "decode.d2.loss_mask": 0.9398279041051865, "decode.d2.loss_dice": 1.1046197801828384, "decode.d3.loss_cls": 1.2000888139009476, "decode.d3.loss_mask": 0.8388321429491044, "decode.d3.loss_dice": 1.0629382878541946, "decode.d4.loss_cls": 1.1132576018571854, "decode.d4.loss_mask": 0.8640460759401322, "decode.d4.loss_dice": 1.0369135797023774, "decode.d5.loss_cls": 1.0980432987213136, "decode.d5.loss_mask": 0.8396163016557694, "decode.d5.loss_dice": 1.0500531494617462, "decode.d6.loss_cls": 1.1575001150369644, "decode.d6.loss_mask": 0.8170358151197433, "decode.d6.loss_dice": 1.0129853367805481, "decode.d7.loss_cls": 1.1025289624929429, "decode.d7.loss_mask": 0.857099574804306, "decode.d7.loss_dice": 1.0339144200086594, "decode.d8.loss_cls": 1.0427502036094665, "decode.d8.loss_mask": 0.8934312283992767, "decode.d8.loss_dice": 1.0482854962348938, "time": 0.5292056798934937, "memory": 7216, "step": 11200}
{"lr": 9.3649558758603e-06, "data_time": 0.008690643310546874, "grad_norm": 85.26391677856445, "loss": 32.66641435623169, "decode.loss_cls": 1.3442129373550415, "decode.loss_mask": 0.6365139871835709, "decode.loss_dice": 1.0867903023958205, "decode.d0.loss_cls": 2.6125345110893248, "decode.d0.loss_mask": 0.682794114947319, "decode.d0.loss_dice": 1.2442419350147247, "decode.d1.loss_cls": 1.420041525363922, "decode.d1.loss_mask": 0.6876396894454956, "decode.d1.loss_dice": 1.22680202126503, "decode.d2.loss_cls": 1.3171645730733872, "decode.d2.loss_mask": 0.6656687200069428, "decode.d2.loss_dice": 1.1182932674884796, "decode.d3.loss_cls": 1.2985372006893159, "decode.d3.loss_mask": 0.6780187845230102, "decode.d3.loss_dice": 1.1097890853881835, "decode.d4.loss_cls": 1.2964976847171783, "decode.d4.loss_mask": 0.6806482553482056, "decode.d4.loss_dice": 1.1030537843704225, "decode.d5.loss_cls": 1.4265900790691375, "decode.d5.loss_mask": 0.6555255323648452, "decode.d5.loss_dice": 1.035641810297966, "decode.d6.loss_cls": 1.4092172890901566, "decode.d6.loss_mask": 0.6597488522529602, "decode.d6.loss_dice": 1.0535487353801727, "decode.d7.loss_cls": 1.3769012600183488, "decode.d7.loss_mask": 0.6580243349075318, "decode.d7.loss_dice": 1.0931864976882935, "decode.d8.loss_cls": 1.3879891514778138, "decode.d8.loss_mask": 0.6281411290168762, "decode.d8.loss_dice": 1.0726578742265702, "time": 0.5274224042892456, "memory": 7248, "step": 11250}
{"lr": 9.362122732344163e-06, "data_time": 0.008918571472167968, "grad_norm": 94.28043365478516, "loss": 35.297973442077634, "decode.loss_cls": 1.3036891758441924, "decode.loss_mask": 0.7964311838150024, "decode.loss_dice": 1.2239774942398072, "decode.d0.loss_cls": 2.7413833022117613, "decode.d0.loss_mask": 0.8085180938243866, "decode.d0.loss_dice": 1.4325610399246216, "decode.d1.loss_cls": 1.3811770796775817, "decode.d1.loss_mask": 0.8189116179943084, "decode.d1.loss_dice": 1.3513692021369934, "decode.d2.loss_cls": 1.3161319673061371, "decode.d2.loss_mask": 0.7992112934589386, "decode.d2.loss_dice": 1.2601739287376403, "decode.d3.loss_cls": 1.3484184503555299, "decode.d3.loss_mask": 0.7823998630046844, "decode.d3.loss_dice": 1.2399877667427064, "decode.d4.loss_cls": 1.362081277370453, "decode.d4.loss_mask": 0.7680680453777313, "decode.d4.loss_dice": 1.2449584901332855, "decode.d5.loss_cls": 1.2921945095062255, "decode.d5.loss_mask": 0.7869399011135101, "decode.d5.loss_dice": 1.2462581813335418, "decode.d6.loss_cls": 1.311198741197586, "decode.d6.loss_mask": 0.7757071495056153, "decode.d6.loss_dice": 1.2195014476776123, "decode.d7.loss_cls": 1.2806611061096191, "decode.d7.loss_mask": 0.785671466588974, "decode.d7.loss_dice": 1.204047393798828, "decode.d8.loss_cls": 1.4166111886501311, "decode.d8.loss_mask": 0.7661720395088196, "decode.d8.loss_dice": 1.2335606396198273, "time": 0.5277700185775757, "memory": 7174, "step": 11300}
{"lr": 9.359289493562687e-06, "data_time": 0.008591532707214355, "grad_norm": 86.19991073608398, "loss": 43.30755615234375, "decode.loss_cls": 1.3977315127849579, "decode.loss_mask": 0.9698758125305176, "decode.loss_dice": 1.7021330356597901, "decode.d0.loss_cls": 3.063897955417633, "decode.d0.loss_mask": 1.0012418687343598, "decode.d0.loss_dice": 1.8565847814083098, "decode.d1.loss_cls": 1.5213929116725922, "decode.d1.loss_mask": 1.0081409573554994, "decode.d1.loss_dice": 1.7764670252799988, "decode.d2.loss_cls": 1.4289067208766937, "decode.d2.loss_mask": 0.994686734676361, "decode.d2.loss_dice": 1.6943239152431488, "decode.d3.loss_cls": 1.4090306282043457, "decode.d3.loss_mask": 0.9862734377384186, "decode.d3.loss_dice": 1.6966087639331817, "decode.d4.loss_cls": 1.4161059260368347, "decode.d4.loss_mask": 1.0171020090579987, "decode.d4.loss_dice": 1.697336196899414, "decode.d5.loss_cls": 1.4296552777290343, "decode.d5.loss_mask": 0.9928215503692627, "decode.d5.loss_dice": 1.6953356206417083, "decode.d6.loss_cls": 1.4859678983688354, "decode.d6.loss_mask": 0.9996535122394562, "decode.d6.loss_dice": 1.7189624547958373, "decode.d7.loss_cls": 1.4651633501052856, "decode.d7.loss_mask": 0.994981437921524, "decode.d7.loss_dice": 1.7112520217895508, "decode.d8.loss_cls": 1.448065721988678, "decode.d8.loss_mask": 1.0015354990959167, "decode.d8.loss_dice": 1.726322591304779, "time": 0.5305598735809326, "memory": 7285, "step": 11350}
{"lr": 9.356456159480623e-06, "data_time": 0.008623147010803222, "grad_norm": 91.28678283691406, "loss": 38.148481941223146, "decode.loss_cls": 1.2385647654533387, "decode.loss_mask": 1.0277371913194657, "decode.loss_dice": 1.3437177896499635, "decode.d0.loss_cls": 2.607631206512451, "decode.d0.loss_mask": 1.1176284372806549, "decode.d0.loss_dice": 1.5778503477573396, "decode.d1.loss_cls": 1.4109248608350753, "decode.d1.loss_mask": 1.032626709342003, "decode.d1.loss_dice": 1.455845707654953, "decode.d2.loss_cls": 1.309298574924469, "decode.d2.loss_mask": 1.0452267348766326, "decode.d2.loss_dice": 1.4177206158638, "decode.d3.loss_cls": 1.2226260751485825, "decode.d3.loss_mask": 1.019696480035782, "decode.d3.loss_dice": 1.3669457376003264, "decode.d4.loss_cls": 1.2264489084482193, "decode.d4.loss_mask": 1.0149135887622833, "decode.d4.loss_dice": 1.378880688548088, "decode.d5.loss_cls": 1.2390417516231538, "decode.d5.loss_mask": 0.9695968449115753, "decode.d5.loss_dice": 1.3590365499258041, "decode.d6.loss_cls": 1.1719817072153091, "decode.d6.loss_mask": 1.0188762426376343, "decode.d6.loss_dice": 1.3641631841659545, "decode.d7.loss_cls": 1.2108036935329438, "decode.d7.loss_mask": 1.0175011307001114, "decode.d7.loss_dice": 1.3390240162611007, "decode.d8.loss_cls": 1.2424154043197633, "decode.d8.loss_mask": 1.0226521134376525, "decode.d8.loss_dice": 1.379102885723114, "time": 0.5531363010406494, "memory": 7206, "step": 11400}
{"lr": 9.353622730062688e-06, "data_time": 0.008838033676147461, "grad_norm": 97.35967788696288, "loss": 35.82520008087158, "decode.loss_cls": 1.0632982850074768, "decode.loss_mask": 0.8241255462169648, "decode.loss_dice": 1.3793186724185944, "decode.d0.loss_cls": 2.4801556348800657, "decode.d0.loss_mask": 0.9130562901496887, "decode.d0.loss_dice": 1.6231501638889312, "decode.d1.loss_cls": 1.2632906436920166, "decode.d1.loss_mask": 0.9199355006217956, "decode.d1.loss_dice": 1.5720069766044618, "decode.d2.loss_cls": 1.0317582726478576, "decode.d2.loss_mask": 0.9434924453496933, "decode.d2.loss_dice": 1.526392436027527, "decode.d3.loss_cls": 1.0468071341514587, "decode.d3.loss_mask": 0.8985545098781585, "decode.d3.loss_dice": 1.4500314176082612, "decode.d4.loss_cls": 1.0571966826915742, "decode.d4.loss_mask": 0.8905565738677979, "decode.d4.loss_dice": 1.459051850438118, "decode.d5.loss_cls": 1.0629656732082366, "decode.d5.loss_mask": 0.9128464162349701, "decode.d5.loss_dice": 1.4387735784053803, "decode.d6.loss_cls": 1.0605584263801575, "decode.d6.loss_mask": 0.9042831122875213, "decode.d6.loss_dice": 1.4343742549419403, "decode.d7.loss_cls": 1.0183298230171203, "decode.d7.loss_mask": 0.9011339336633682, "decode.d7.loss_dice": 1.4288489997386933, "decode.d8.loss_cls": 1.0810663610696793, "decode.d8.loss_mask": 0.8462779343128204, "decode.d8.loss_dice": 1.3935637950897217, "time": 0.5287845611572266, "memory": 7216, "step": 11450}
{"lr": 9.350789205273592e-06, "data_time": 0.008696627616882325, "grad_norm": 96.55156555175782, "loss": 35.157687759399415, "decode.loss_cls": 0.9233405321836472, "decode.loss_mask": 0.9562960565090179, "decode.loss_dice": 1.3311712503433228, "decode.d0.loss_cls": 2.4456156969070433, "decode.d0.loss_mask": 1.0933236002922058, "decode.d0.loss_dice": 1.4752555787563324, "decode.d1.loss_cls": 1.3265714347362518, "decode.d1.loss_mask": 1.0062063008546829, "decode.d1.loss_dice": 1.46335107088089, "decode.d2.loss_cls": 1.0344275772571563, "decode.d2.loss_mask": 0.9929063528776169, "decode.d2.loss_dice": 1.40068359375, "decode.d3.loss_cls": 0.9869022846221924, "decode.d3.loss_mask": 0.9820697337388993, "decode.d3.loss_dice": 1.3881298303604126, "decode.d4.loss_cls": 0.9692978650331497, "decode.d4.loss_mask": 0.9780431658029556, "decode.d4.loss_dice": 1.3818755090236663, "decode.d5.loss_cls": 0.9337558656930923, "decode.d5.loss_mask": 0.9779158234596252, "decode.d5.loss_dice": 1.3734331965446471, "decode.d6.loss_cls": 0.9239564150571823, "decode.d6.loss_mask": 0.9643057525157929, "decode.d6.loss_dice": 1.3452099502086639, "decode.d7.loss_cls": 0.9867936402559281, "decode.d7.loss_mask": 0.9504662036895752, "decode.d7.loss_dice": 1.3198837161064148, "decode.d8.loss_cls": 0.9628513485193253, "decode.d8.loss_mask": 0.9618862330913543, "decode.d8.loss_dice": 1.321762001514435, "time": 0.5296303033828735, "memory": 7205, "step": 11500}
{"lr": 9.34795558507802e-06, "data_time": 0.008692097663879395, "grad_norm": 96.34514694213867, "loss": 35.385948944091794, "decode.loss_cls": 1.0660433679819108, "decode.loss_mask": 0.9078786402940751, "decode.loss_dice": 1.3265027761459351, "decode.d0.loss_cls": 2.341941165924072, "decode.d0.loss_mask": 0.9540662974119186, "decode.d0.loss_dice": 1.5431096732616425, "decode.d1.loss_cls": 1.2873435258865356, "decode.d1.loss_mask": 0.9145911157131195, "decode.d1.loss_dice": 1.3890079617500306, "decode.d2.loss_cls": 1.1167976975440979, "decode.d2.loss_mask": 0.9203851670026779, "decode.d2.loss_dice": 1.366937953233719, "decode.d3.loss_cls": 1.1257202446460723, "decode.d3.loss_mask": 0.8942408949136734, "decode.d3.loss_dice": 1.3584389179944991, "decode.d4.loss_cls": 1.103101909160614, "decode.d4.loss_mask": 0.9310083746910095, "decode.d4.loss_dice": 1.3503433763980865, "decode.d5.loss_cls": 1.1167438983917237, "decode.d5.loss_mask": 0.9067426651716233, "decode.d5.loss_dice": 1.3618859887123107, "decode.d6.loss_cls": 1.0691672712564468, "decode.d6.loss_mask": 0.9401793241500854, "decode.d6.loss_dice": 1.3456325590610505, "decode.d7.loss_cls": 1.1141453087329865, "decode.d7.loss_mask": 0.9119878381490707, "decode.d7.loss_dice": 1.3613159894943236, "decode.d8.loss_cls": 1.0759000480175018, "decode.d8.loss_mask": 0.9234113216400146, "decode.d8.loss_dice": 1.3613787949085236, "time": 0.528831171989441, "memory": 7195, "step": 11550}
{"lr": 9.345121869440605e-06, "data_time": 0.008717632293701172, "grad_norm": 92.98691940307617, "loss": 39.90692920684815, "decode.loss_cls": 1.3224225163459777, "decode.loss_mask": 0.9614951223134994, "decode.loss_dice": 1.4716088235378266, "decode.d0.loss_cls": 3.0361929416656492, "decode.d0.loss_mask": 0.9176942884922028, "decode.d0.loss_dice": 1.6174116373062133, "decode.d1.loss_cls": 1.504871654510498, "decode.d1.loss_mask": 0.9269257158041, "decode.d1.loss_dice": 1.5579741775989533, "decode.d2.loss_cls": 1.3911770761013031, "decode.d2.loss_mask": 0.9251404166221618, "decode.d2.loss_dice": 1.5401328027248382, "decode.d3.loss_cls": 1.4464672744274139, "decode.d3.loss_mask": 0.9189474433660507, "decode.d3.loss_dice": 1.4637757420539856, "decode.d4.loss_cls": 1.3562107026576995, "decode.d4.loss_mask": 0.9247074455022812, "decode.d4.loss_dice": 1.486752986907959, "decode.d5.loss_cls": 1.3863906919956208, "decode.d5.loss_mask": 0.9481345176696777, "decode.d5.loss_dice": 1.480274212360382, "decode.d6.loss_cls": 1.3757701754570006, "decode.d6.loss_mask": 0.9542714476585388, "decode.d6.loss_dice": 1.4505473911762237, "decode.d7.loss_cls": 1.3056183576583862, "decode.d7.loss_mask": 0.9429796069860459, "decode.d7.loss_dice": 1.4927493572235107, "decode.d8.loss_cls": 1.3483901739120483, "decode.d8.loss_mask": 0.9399460971355438, "decode.d8.loss_dice": 1.5119491159915923, "time": 0.5577816009521485, "memory": 7208, "step": 11600}
{"lr": 9.34228805832599e-06, "data_time": 0.008716440200805664, "grad_norm": 95.40939598083496, "loss": 27.888585376739503, "decode.loss_cls": 0.7818541318178177, "decode.loss_mask": 0.6203956142067909, "decode.loss_dice": 1.1485611081123352, "decode.d0.loss_cls": 2.2340160489082335, "decode.d0.loss_mask": 0.7074447900056839, "decode.d0.loss_dice": 1.3460344552993775, "decode.d1.loss_cls": 1.0408891916275025, "decode.d1.loss_mask": 0.6787338197231293, "decode.d1.loss_dice": 1.2672021061182022, "decode.d2.loss_cls": 0.8571064412593842, "decode.d2.loss_mask": 0.6433053061366081, "decode.d2.loss_dice": 1.2005003839731216, "decode.d3.loss_cls": 0.8279255747795105, "decode.d3.loss_mask": 0.612637446820736, "decode.d3.loss_dice": 1.1541514366865158, "decode.d4.loss_cls": 0.7889024764299393, "decode.d4.loss_mask": 0.6214554116129876, "decode.d4.loss_dice": 1.1658074378967285, "decode.d5.loss_cls": 0.8396749645471573, "decode.d5.loss_mask": 0.62110366076231, "decode.d5.loss_dice": 1.1757043421268463, "decode.d6.loss_cls": 0.7728421062231063, "decode.d6.loss_mask": 0.6154776960611343, "decode.d6.loss_dice": 1.139814978837967, "decode.d7.loss_cls": 0.7315276265144348, "decode.d7.loss_mask": 0.6205901190638542, "decode.d7.loss_dice": 1.14206223487854, "decode.d8.loss_cls": 0.7723689824342728, "decode.d8.loss_mask": 0.62247344404459, "decode.d8.loss_dice": 1.1380226194858551, "time": 0.5274887800216674, "memory": 7190, "step": 11650}
{"lr": 9.339454151698771e-06, "data_time": 0.008600187301635743, "grad_norm": 86.23329696655273, "loss": 42.452660751342776, "decode.loss_cls": 1.283310917019844, "decode.loss_mask": 0.819850905239582, "decode.loss_dice": 1.8478566110134125, "decode.d0.loss_cls": 2.8948616087436676, "decode.d0.loss_mask": 0.9308028295636177, "decode.d0.loss_dice": 2.178428477048874, "decode.d1.loss_cls": 1.4860249161720276, "decode.d1.loss_mask": 0.8823636531829834, "decode.d1.loss_dice": 2.088688153028488, "decode.d2.loss_cls": 1.3511132270097732, "decode.d2.loss_mask": 0.8497640937566757, "decode.d2.loss_dice": 1.9686718165874482, "decode.d3.loss_cls": 1.3191232591867448, "decode.d3.loss_mask": 0.8117401778697968, "decode.d3.loss_dice": 1.8922376543283463, "decode.d4.loss_cls": 1.2157581716775894, "decode.d4.loss_mask": 0.806185731291771, "decode.d4.loss_dice": 1.9273701012134552, "decode.d5.loss_cls": 1.3121150493621827, "decode.d5.loss_mask": 0.8174370363354683, "decode.d5.loss_dice": 1.8949693411588668, "decode.d6.loss_cls": 1.2814674526453018, "decode.d6.loss_mask": 0.7984655320644378, "decode.d6.loss_dice": 1.8669324159622191, "decode.d7.loss_cls": 1.2744434982538224, "decode.d7.loss_mask": 0.810201957821846, "decode.d7.loss_dice": 1.8872530788183213, "decode.d8.loss_cls": 1.2985330909490584, "decode.d8.loss_mask": 0.8076345041394234, "decode.d8.loss_dice": 1.8490553021430969, "time": 0.5568354606628418, "memory": 7232, "step": 11700}
{"lr": 9.336620149523527e-06, "data_time": 0.008771753311157227, "grad_norm": 114.66193161010742, "loss": 36.155323600769044, "decode.loss_cls": 1.138746652007103, "decode.loss_mask": 0.9026149630546569, "decode.loss_dice": 1.3234731078147888, "decode.d0.loss_cls": 2.497348368167877, "decode.d0.loss_mask": 0.9996499270200729, "decode.d0.loss_dice": 1.544901005923748, "decode.d1.loss_cls": 1.335548485815525, "decode.d1.loss_mask": 0.9700139045715332, "decode.d1.loss_dice": 1.428749880194664, "decode.d2.loss_cls": 1.2310107082128525, "decode.d2.loss_mask": 0.9253490716218948, "decode.d2.loss_dice": 1.355719469487667, "decode.d3.loss_cls": 1.1712335243821144, "decode.d3.loss_mask": 0.9298111259937286, "decode.d3.loss_dice": 1.32124405503273, "decode.d4.loss_cls": 1.172357776761055, "decode.d4.loss_mask": 0.9334901154041291, "decode.d4.loss_dice": 1.3433533012866974, "decode.d5.loss_cls": 1.1625852957367897, "decode.d5.loss_mask": 0.9219759583473206, "decode.d5.loss_dice": 1.3206114023923874, "decode.d6.loss_cls": 1.1509585559368134, "decode.d6.loss_mask": 0.9274444967508316, "decode.d6.loss_dice": 1.3324759006500244, "decode.d7.loss_cls": 1.1625021383166314, "decode.d7.loss_mask": 0.9231262534856797, "decode.d7.loss_dice": 1.3221023678779602, "decode.d8.loss_cls": 1.1695643037557601, "decode.d8.loss_mask": 0.9340138822793961, "decode.d8.loss_dice": 1.3033480882644652, "time": 0.5303964138031005, "memory": 7254, "step": 11750}
{"lr": 9.333786051764808e-06, "data_time": 0.008688092231750488, "grad_norm": 89.96468620300293, "loss": 37.74085965156555, "decode.loss_cls": 1.1848213165998458, "decode.loss_mask": 0.8706762909889221, "decode.loss_dice": 1.4324510850012302, "decode.d0.loss_cls": 2.978850907087326, "decode.d0.loss_mask": 0.889387708902359, "decode.d0.loss_dice": 1.5941303759813308, "decode.d1.loss_cls": 1.3933707296848297, "decode.d1.loss_mask": 0.869541934132576, "decode.d1.loss_dice": 1.5440471753478051, "decode.d2.loss_cls": 1.255761331319809, "decode.d2.loss_mask": 0.9015539646148681, "decode.d2.loss_dice": 1.5191379114985466, "decode.d3.loss_cls": 1.2593608051538467, "decode.d3.loss_mask": 0.8875056222081185, "decode.d3.loss_dice": 1.4765023708343505, "decode.d4.loss_cls": 1.2623126357793808, "decode.d4.loss_mask": 0.8661729022860527, "decode.d4.loss_dice": 1.4544288203120233, "decode.d5.loss_cls": 1.2818129926919937, "decode.d5.loss_mask": 0.8410726726055145, "decode.d5.loss_dice": 1.4408250726759433, "decode.d6.loss_cls": 1.2607597082853317, "decode.d6.loss_mask": 0.8590146616101265, "decode.d6.loss_dice": 1.4125416569411755, "decode.d7.loss_cls": 1.2141894191503524, "decode.d7.loss_mask": 0.8511618778109551, "decode.d7.loss_dice": 1.4357635751366615, "decode.d8.loss_cls": 1.2451499849557877, "decode.d8.loss_mask": 0.8307140871882439, "decode.d8.loss_dice": 1.4278376504778862, "time": 0.5287930488586425, "memory": 7248, "step": 11800}
{"lr": 9.330951858387136e-06, "data_time": 0.009072709083557128, "grad_norm": 93.71810302734374, "loss": 36.65984764099121, "decode.loss_cls": 1.2130399972200394, "decode.loss_mask": 0.7397089421749115, "decode.loss_dice": 1.4291076332330703, "decode.d0.loss_cls": 2.8641313433647158, "decode.d0.loss_mask": 0.8071612179279327, "decode.d0.loss_dice": 1.7008188739418983, "decode.d1.loss_cls": 1.4064370155334474, "decode.d1.loss_mask": 0.7711259722709656, "decode.d1.loss_dice": 1.5656020104885102, "decode.d2.loss_cls": 1.3265365779399871, "decode.d2.loss_mask": 0.7197499483823776, "decode.d2.loss_dice": 1.5221111699938774, "decode.d3.loss_cls": 1.2002081632614137, "decode.d3.loss_mask": 0.7247695386409759, "decode.d3.loss_dice": 1.4517964124679565, "decode.d4.loss_cls": 1.2754057466983795, "decode.d4.loss_mask": 0.7392983466386795, "decode.d4.loss_dice": 1.4403931632637978, "decode.d5.loss_cls": 1.2746111154556274, "decode.d5.loss_mask": 0.741656768321991, "decode.d5.loss_dice": 1.4435302704572677, "decode.d6.loss_cls": 1.349035906791687, "decode.d6.loss_mask": 0.7197088658809662, "decode.d6.loss_dice": 1.440994919836521, "decode.d7.loss_cls": 1.244104129076004, "decode.d7.loss_mask": 0.7113767802715302, "decode.d7.loss_dice": 1.4514106824994086, "decode.d8.loss_cls": 1.2281083792448044, "decode.d8.loss_mask": 0.7192887455224991, "decode.d8.loss_dice": 1.438619989156723, "time": 0.5290221691131591, "memory": 7260, "step": 11850}
{"lr": 9.32811756935502e-06, "data_time": 0.008975887298583984, "grad_norm": 95.9830078125, "loss": 30.703791618347168, "decode.loss_cls": 0.8144708573818207, "decode.loss_mask": 0.7205099195241929, "decode.loss_dice": 1.2640070855617522, "decode.d0.loss_cls": 2.247382307052612, "decode.d0.loss_mask": 0.7706137239933014, "decode.d0.loss_dice": 1.375046682357788, "decode.d1.loss_cls": 1.1131786227226257, "decode.d1.loss_mask": 0.7272440135478974, "decode.d1.loss_dice": 1.3190651684999466, "decode.d2.loss_cls": 0.995653647184372, "decode.d2.loss_mask": 0.7297789633274079, "decode.d2.loss_dice": 1.3115822941064834, "decode.d3.loss_cls": 0.9561641752719879, "decode.d3.loss_mask": 0.6993727385997772, "decode.d3.loss_dice": 1.2965695887804032, "decode.d4.loss_cls": 0.901822817325592, "decode.d4.loss_mask": 0.7157999575138092, "decode.d4.loss_dice": 1.2783307999372482, "decode.d5.loss_cls": 0.9068825766444206, "decode.d5.loss_mask": 0.7103378891944885, "decode.d5.loss_dice": 1.2775805234909057, "decode.d6.loss_cls": 0.8771565526723861, "decode.d6.loss_mask": 0.7115050464868545, "decode.d6.loss_dice": 1.2844681769609452, "decode.d7.loss_cls": 0.8682703390717507, "decode.d7.loss_mask": 0.7128758311271668, "decode.d7.loss_dice": 1.2644862502813339, "decode.d8.loss_cls": 0.9140191882848739, "decode.d8.loss_mask": 0.6946345329284668, "decode.d8.loss_dice": 1.2449821174144744, "time": 0.528379225730896, "memory": 7184, "step": 11900}
{"lr": 9.325283184632934e-06, "data_time": 0.009145355224609375, "grad_norm": 93.96339492797851, "loss": 41.348331451416016, "decode.loss_cls": 1.4124838173389436, "decode.loss_mask": 0.9922805488109588, "decode.loss_dice": 1.4759389817714692, "decode.d0.loss_cls": 2.9943200826644896, "decode.d0.loss_mask": 1.0109422296285628, "decode.d0.loss_dice": 1.7083190470933913, "decode.d1.loss_cls": 1.5948285341262818, "decode.d1.loss_mask": 1.0292186677455901, "decode.d1.loss_dice": 1.6392223536968231, "decode.d2.loss_cls": 1.5038532555103301, "decode.d2.loss_mask": 1.0252687275409698, "decode.d2.loss_dice": 1.548531574010849, "decode.d3.loss_cls": 1.4827404737472534, "decode.d3.loss_mask": 0.9660619556903839, "decode.d3.loss_dice": 1.4832166284322739, "decode.d4.loss_cls": 1.3997656881809235, "decode.d4.loss_mask": 0.984649857878685, "decode.d4.loss_dice": 1.5124109148979188, "decode.d5.loss_cls": 1.4111245572566986, "decode.d5.loss_mask": 0.9821374386548996, "decode.d5.loss_dice": 1.510863944888115, "decode.d6.loss_cls": 1.405967378616333, "decode.d6.loss_mask": 0.975311616063118, "decode.d6.loss_dice": 1.5113937258720398, "decode.d7.loss_cls": 1.3973645269870758, "decode.d7.loss_mask": 0.9751045048236847, "decode.d7.loss_dice": 1.506912073493004, "decode.d8.loss_cls": 1.405448889732361, "decode.d8.loss_mask": 1.016608527302742, "decode.d8.loss_dice": 1.4860427677631378, "time": 0.5281468391418457, "memory": 7207, "step": 11950}
{"lr": 9.322448704185329e-06, "data_time": 0.009184694290161133, "grad_norm": 87.5421531677246, "loss": 33.45383768081665, "decode.loss_cls": 1.137268716096878, "decode.loss_mask": 0.9444715291261673, "decode.loss_dice": 1.0068343877792358, "decode.d0.loss_cls": 2.7492799878120424, "decode.d0.loss_mask": 0.995595645904541, "decode.d0.loss_dice": 1.2325156390666963, "decode.d1.loss_cls": 1.303810104727745, "decode.d1.loss_mask": 1.004695612192154, "decode.d1.loss_dice": 1.1180713891983032, "decode.d2.loss_cls": 1.158528608083725, "decode.d2.loss_mask": 1.019660747051239, "decode.d2.loss_dice": 1.048698627948761, "decode.d3.loss_cls": 1.16619254052639, "decode.d3.loss_mask": 0.93281309902668, "decode.d3.loss_dice": 1.0000164270401002, "decode.d4.loss_cls": 1.2269354730844497, "decode.d4.loss_mask": 0.9183328181505204, "decode.d4.loss_dice": 0.9998466372489929, "decode.d5.loss_cls": 1.1538119971752168, "decode.d5.loss_mask": 0.9584285497665406, "decode.d5.loss_dice": 1.0170263290405273, "decode.d6.loss_cls": 1.1864684998989106, "decode.d6.loss_mask": 0.9416860342025757, "decode.d6.loss_dice": 1.0069994747638702, "decode.d7.loss_cls": 1.1131495773792266, "decode.d7.loss_mask": 0.9662442564964294, "decode.d7.loss_dice": 1.018801647424698, "decode.d8.loss_cls": 1.1190114557743072, "decode.d8.loss_mask": 0.9917367994785309, "decode.d8.loss_dice": 1.01690531373024, "time": 0.529442024230957, "memory": 7186, "step": 12000}
{"lr": 9.319614127976632e-06, "data_time": 0.009064459800720214, "grad_norm": 96.70855178833008, "loss": 33.86111698150635, "decode.loss_cls": 1.152497151494026, "decode.loss_mask": 0.7532265216112137, "decode.loss_dice": 1.257933747768402, "decode.d0.loss_cls": 2.5372299671173097, "decode.d0.loss_mask": 0.8364284813404084, "decode.d0.loss_dice": 1.468835896253586, "decode.d1.loss_cls": 1.3167560398578644, "decode.d1.loss_mask": 0.8057200670242309, "decode.d1.loss_dice": 1.3660188794136048, "decode.d2.loss_cls": 1.1797458916902541, "decode.d2.loss_mask": 0.7956357955932617, "decode.d2.loss_dice": 1.3044418096542358, "decode.d3.loss_cls": 1.156117331981659, "decode.d3.loss_mask": 0.8106595635414123, "decode.d3.loss_dice": 1.2396689653396606, "decode.d4.loss_cls": 1.094951370358467, "decode.d4.loss_mask": 0.8045484274625778, "decode.d4.loss_dice": 1.2686118960380555, "decode.d5.loss_cls": 1.121737864613533, "decode.d5.loss_mask": 0.7636639565229416, "decode.d5.loss_dice": 1.2533037424087525, "decode.d6.loss_cls": 1.1874232560396194, "decode.d6.loss_mask": 0.762357372045517, "decode.d6.loss_dice": 1.2299090802669526, "decode.d7.loss_cls": 1.1530746042728424, "decode.d7.loss_mask": 0.770533412694931, "decode.d7.loss_dice": 1.2703400254249573, "decode.d8.loss_cls": 1.2040137887001037, "decode.d8.loss_mask": 0.7563497096300125, "decode.d8.loss_dice": 1.2393817901611328, "time": 0.5279370307922363, "memory": 7223, "step": 12050}
{"lr": 9.316779455971245e-06, "data_time": 0.009098076820373535, "grad_norm": 93.38738174438477, "loss": 34.58062629699707, "decode.loss_cls": 1.1825688049197196, "decode.loss_mask": 0.8284641087055207, "decode.loss_dice": 1.2280038714408874, "decode.d0.loss_cls": 2.686066734790802, "decode.d0.loss_mask": 0.8624818429350853, "decode.d0.loss_dice": 1.4453101575374603, "decode.d1.loss_cls": 1.4974963515996933, "decode.d1.loss_mask": 0.8841347992420197, "decode.d1.loss_dice": 1.3598005950450898, "decode.d2.loss_cls": 1.2401795387268066, "decode.d2.loss_mask": 0.8368551790714264, "decode.d2.loss_dice": 1.2626821607351304, "decode.d3.loss_cls": 1.1658261090517044, "decode.d3.loss_mask": 0.8133313521742821, "decode.d3.loss_dice": 1.2267158210277558, "decode.d4.loss_cls": 1.1847686380147935, "decode.d4.loss_mask": 0.8232696503400803, "decode.d4.loss_dice": 1.2275996148586272, "decode.d5.loss_cls": 1.1421629324555398, "decode.d5.loss_mask": 0.8317509189248085, "decode.d5.loss_dice": 1.2484995365142821, "decode.d6.loss_cls": 1.1926963359117508, "decode.d6.loss_mask": 0.8169006466865539, "decode.d6.loss_dice": 1.24375923871994, "decode.d7.loss_cls": 1.1466131031513214, "decode.d7.loss_mask": 0.8078070029616355, "decode.d7.loss_dice": 1.2260985195636749, "decode.d8.loss_cls": 1.1175091549754144, "decode.d8.loss_mask": 0.822242982685566, "decode.d8.loss_dice": 1.2290310204029082, "time": 0.528251338005066, "memory": 7206, "step": 12100}
{"lr": 9.313944688133537e-06, "data_time": 0.009164118766784668, "grad_norm": 94.98982620239258, "loss": 33.18388104438782, "decode.loss_cls": 1.2042915508151055, "decode.loss_mask": 0.759941577911377, "decode.loss_dice": 1.1711807675659656, "decode.d0.loss_cls": 2.480055332183838, "decode.d0.loss_mask": 0.8188663423061371, "decode.d0.loss_dice": 1.307823096215725, "decode.d1.loss_cls": 1.3757070824503899, "decode.d1.loss_mask": 0.7718987435102462, "decode.d1.loss_dice": 1.2652089558541775, "decode.d2.loss_cls": 1.221819381415844, "decode.d2.loss_mask": 0.7195445001125336, "decode.d2.loss_dice": 1.1852872982621192, "decode.d3.loss_cls": 1.1538445353507996, "decode.d3.loss_mask": 0.760960939526558, "decode.d3.loss_dice": 1.201050801575184, "decode.d4.loss_cls": 1.230464692413807, "decode.d4.loss_mask": 0.7483468294143677, "decode.d4.loss_dice": 1.1806603640317916, "decode.d5.loss_cls": 1.1997006237506866, "decode.d5.loss_mask": 0.7454203188419342, "decode.d5.loss_dice": 1.2077433459460736, "decode.d6.loss_cls": 1.251052938401699, "decode.d6.loss_mask": 0.7562141299247742, "decode.d6.loss_dice": 1.157964289188385, "decode.d7.loss_cls": 1.1830077663064003, "decode.d7.loss_mask": 0.7711301401257515, "decode.d7.loss_dice": 1.205508355796337, "decode.d8.loss_cls": 1.1829735055565833, "decode.d8.loss_mask": 0.7621407315135003, "decode.d8.loss_dice": 1.2040728330612183, "time": 0.5334899187088012, "memory": 7206, "step": 12150}
{"lr": 9.311109824427861e-06, "data_time": 0.008960843086242676, "grad_norm": 84.9373062133789, "loss": 31.745393562316895, "decode.loss_cls": 1.09800386428833, "decode.loss_mask": 0.6670166283845902, "decode.loss_dice": 1.131612092256546, "decode.d0.loss_cls": 2.598539984226227, "decode.d0.loss_mask": 0.6970352560281754, "decode.d0.loss_dice": 1.3781677663326264, "decode.d1.loss_cls": 1.2218538522720337, "decode.d1.loss_mask": 0.6948257118463517, "decode.d1.loss_dice": 1.2287769466638565, "decode.d2.loss_cls": 1.1997521460056304, "decode.d2.loss_mask": 0.6495987981557846, "decode.d2.loss_dice": 1.1451865434646606, "decode.d3.loss_cls": 1.198333203792572, "decode.d3.loss_mask": 0.6507557719945908, "decode.d3.loss_dice": 1.1209157586097718, "decode.d4.loss_cls": 1.1648939788341521, "decode.d4.loss_mask": 0.68075532913208, "decode.d4.loss_dice": 1.1575977623462677, "decode.d5.loss_cls": 1.1564049541950225, "decode.d5.loss_mask": 0.7122133791446685, "decode.d5.loss_dice": 1.14476535320282, "decode.d6.loss_cls": 1.1363625347614288, "decode.d6.loss_mask": 0.7242028504610062, "decode.d6.loss_dice": 1.1508159339427948, "decode.d7.loss_cls": 1.1659552991390227, "decode.d7.loss_mask": 0.7185458600521087, "decode.d7.loss_dice": 1.1319972693920135, "decode.d8.loss_cls": 1.1787993550300597, "decode.d8.loss_mask": 0.68557710647583, "decode.d8.loss_dice": 1.1561313033103944, "time": 0.5559444904327393, "memory": 7199, "step": 12200}
{"lr": 9.308274864818538e-06, "data_time": 0.009207439422607423, "grad_norm": 88.9542106628418, "loss": 34.65256900787354, "decode.loss_cls": 1.2039278447628021, "decode.loss_mask": 0.8221193253993988, "decode.loss_dice": 1.1794419705867767, "decode.d0.loss_cls": 2.844833219051361, "decode.d0.loss_mask": 0.8338027775287629, "decode.d0.loss_dice": 1.3900333106517793, "decode.d1.loss_cls": 1.5103775262832642, "decode.d1.loss_mask": 0.8293987929821014, "decode.d1.loss_dice": 1.2657939314842224, "decode.d2.loss_cls": 1.362648406624794, "decode.d2.loss_mask": 0.8401763200759887, "decode.d2.loss_dice": 1.2061947524547576, "decode.d3.loss_cls": 1.2963837265968323, "decode.d3.loss_mask": 0.8424820065498352, "decode.d3.loss_dice": 1.1554827451705934, "decode.d4.loss_cls": 1.211781519651413, "decode.d4.loss_mask": 0.8168421953916549, "decode.d4.loss_dice": 1.1340552747249604, "decode.d5.loss_cls": 1.232090300321579, "decode.d5.loss_mask": 0.8444005012512207, "decode.d5.loss_dice": 1.1581816732883454, "decode.d6.loss_cls": 1.274713322520256, "decode.d6.loss_mask": 0.8290330946445466, "decode.d6.loss_dice": 1.1683480322360993, "decode.d7.loss_cls": 1.2155813574790955, "decode.d7.loss_mask": 0.8148475229740143, "decode.d7.loss_dice": 1.159651380777359, "decode.d8.loss_cls": 1.2529990136623383, "decode.d8.loss_mask": 0.8070584625005722, "decode.d8.loss_dice": 1.1498898446559906, "time": 0.5274945735931397, "memory": 7255, "step": 12250}
{"lr": 9.305439809269875e-06, "data_time": 0.009064316749572754, "grad_norm": 89.46718330383301, "loss": 33.40333309173584, "decode.loss_cls": 0.9714512228965759, "decode.loss_mask": 0.9865734100341796, "decode.loss_dice": 1.196747887134552, "decode.d0.loss_cls": 2.4455674409866335, "decode.d0.loss_mask": 0.9833897650241852, "decode.d0.loss_dice": 1.3011632204055785, "decode.d1.loss_cls": 1.1074617892503738, "decode.d1.loss_mask": 1.0183800756931305, "decode.d1.loss_dice": 1.2532081186771393, "decode.d2.loss_cls": 0.9792606472969055, "decode.d2.loss_mask": 1.0237371504306794, "decode.d2.loss_dice": 1.229104107618332, "decode.d3.loss_cls": 0.9926046654582024, "decode.d3.loss_mask": 0.9651334702968597, "decode.d3.loss_dice": 1.179722046852112, "decode.d4.loss_cls": 0.9776984483003617, "decode.d4.loss_mask": 0.9725242614746094, "decode.d4.loss_dice": 1.1909901916980743, "decode.d5.loss_cls": 1.0028472602367402, "decode.d5.loss_mask": 0.9603960514068604, "decode.d5.loss_dice": 1.1981431066989898, "decode.d6.loss_cls": 0.9780985027551651, "decode.d6.loss_mask": 0.9755555272102356, "decode.d6.loss_dice": 1.1940516889095307, "decode.d7.loss_cls": 1.028804862499237, "decode.d7.loss_mask": 0.9627428948879242, "decode.d7.loss_dice": 1.1932800650596618, "decode.d8.loss_cls": 1.0035078346729278, "decode.d8.loss_mask": 0.9711153626441955, "decode.d8.loss_dice": 1.160071361064911, "time": 0.5282340288162232, "memory": 7259, "step": 12300}
{"lr": 9.302604657746143e-06, "data_time": 0.008989214897155762, "grad_norm": 98.7466796875, "loss": 30.23749933242798, "decode.loss_cls": 1.0857879668474197, "decode.loss_mask": 0.8130989402532578, "decode.loss_dice": 0.9512566596269607, "decode.d0.loss_cls": 2.364072549343109, "decode.d0.loss_mask": 0.8613873958587647, "decode.d0.loss_dice": 1.094175061583519, "decode.d1.loss_cls": 1.2117733985185624, "decode.d1.loss_mask": 0.8285416036844253, "decode.d1.loss_dice": 1.0736494839191437, "decode.d2.loss_cls": 1.075859120488167, "decode.d2.loss_mask": 0.826039481163025, "decode.d2.loss_dice": 1.0103474676609039, "decode.d3.loss_cls": 1.0699954599142074, "decode.d3.loss_mask": 0.8050293266773224, "decode.d3.loss_dice": 0.9766226828098297, "decode.d4.loss_cls": 1.0688800901174544, "decode.d4.loss_mask": 0.8054957866668702, "decode.d4.loss_dice": 0.9693372488021851, "decode.d5.loss_cls": 1.0691958218812943, "decode.d5.loss_mask": 0.8252549767494202, "decode.d5.loss_dice": 0.9781207054853439, "decode.d6.loss_cls": 1.05568006336689, "decode.d6.loss_mask": 0.8402653992176056, "decode.d6.loss_dice": 0.9564476281404495, "decode.d7.loss_cls": 1.0407220810651778, "decode.d7.loss_mask": 0.8251133799552918, "decode.d7.loss_dice": 0.9451032787561416, "decode.d8.loss_cls": 1.0352467477321625, "decode.d8.loss_mask": 0.8264397725462913, "decode.d8.loss_dice": 0.9485602438449859, "time": 0.5266082525253296, "memory": 7186, "step": 12350}
{"lr": 9.29976941021158e-06, "data_time": 0.009077906608581543, "grad_norm": 96.79208221435547, "loss": 35.27111978530884, "decode.loss_cls": 0.9776359692215919, "decode.loss_mask": 0.9388458639383316, "decode.loss_dice": 1.3742327094078064, "decode.d0.loss_cls": 2.4569275736808778, "decode.d0.loss_mask": 1.0532059103250504, "decode.d0.loss_dice": 1.5914690017700195, "decode.d1.loss_cls": 1.0735893428325654, "decode.d1.loss_mask": 0.965609896183014, "decode.d1.loss_dice": 1.5153806328773498, "decode.d2.loss_cls": 1.0532141000032424, "decode.d2.loss_mask": 0.9438257038593292, "decode.d2.loss_dice": 1.433704662322998, "decode.d3.loss_cls": 1.0207002401351928, "decode.d3.loss_mask": 0.8921845078468322, "decode.d3.loss_dice": 1.3625261187553406, "decode.d4.loss_cls": 0.975617840886116, "decode.d4.loss_mask": 0.9395928710699082, "decode.d4.loss_dice": 1.4138674557209014, "decode.d5.loss_cls": 1.0272118523716927, "decode.d5.loss_mask": 0.9230567723512649, "decode.d5.loss_dice": 1.3569848954677581, "decode.d6.loss_cls": 0.9891168296337127, "decode.d6.loss_mask": 0.9437886416912079, "decode.d6.loss_dice": 1.3727091550827026, "decode.d7.loss_cls": 1.0002503499388695, "decode.d7.loss_mask": 0.954236102104187, "decode.d7.loss_dice": 1.3874147593975068, "decode.d8.loss_cls": 0.9868684977293014, "decode.d8.loss_mask": 0.9553789675235749, "decode.d8.loss_dice": 1.3919739842414856, "time": 0.5288717031478882, "memory": 7239, "step": 12400}
{"lr": 9.296934066630422e-06, "data_time": 0.009014701843261719, "grad_norm": 96.53343963623047, "loss": 33.69369859695435, "decode.loss_cls": 1.2425395287573338, "decode.loss_mask": 0.831086340546608, "decode.loss_dice": 1.076344648003578, "decode.d0.loss_cls": 2.4126737117767334, "decode.d0.loss_mask": 0.8963446676731109, "decode.d0.loss_dice": 1.249483621120453, "decode.d1.loss_cls": 1.3415168717503547, "decode.d1.loss_mask": 0.8625165581703186, "decode.d1.loss_dice": 1.2092277705669403, "decode.d2.loss_cls": 1.344042643159628, "decode.d2.loss_mask": 0.815411239862442, "decode.d2.loss_dice": 1.087916800379753, "decode.d3.loss_cls": 1.3371677994728088, "decode.d3.loss_mask": 0.8223794132471085, "decode.d3.loss_dice": 1.1017402291297913, "decode.d4.loss_cls": 1.2677711367607116, "decode.d4.loss_mask": 0.8457994878292083, "decode.d4.loss_dice": 1.1092529892921448, "decode.d5.loss_cls": 1.236533623933792, "decode.d5.loss_mask": 0.8520454287528991, "decode.d5.loss_dice": 1.1131185173988343, "decode.d6.loss_cls": 1.2540883161127567, "decode.d6.loss_mask": 0.8340463161468505, "decode.d6.loss_dice": 1.094272854924202, "decode.d7.loss_cls": 1.2933848284184932, "decode.d7.loss_mask": 0.8510220766067504, "decode.d7.loss_dice": 1.0899040907621385, "decode.d8.loss_cls": 1.2542521730065346, "decode.d8.loss_mask": 0.8569920688867569, "decode.d8.loss_dice": 1.1108212769031525, "time": 0.5277697324752808, "memory": 7202, "step": 12450}
{"lr": 9.294098626966868e-06, "data_time": 0.009052467346191407, "grad_norm": 86.72059478759766, "loss": 33.47476215362549, "decode.loss_cls": 1.1349685311317443, "decode.loss_mask": 0.7272283852100372, "decode.loss_dice": 1.3085187315940856, "decode.d0.loss_cls": 2.5389496326446532, "decode.d0.loss_mask": 0.7967332392930985, "decode.d0.loss_dice": 1.5219865620136261, "decode.d1.loss_cls": 1.2090972125530244, "decode.d1.loss_mask": 0.7502725824713707, "decode.d1.loss_dice": 1.405124342441559, "decode.d2.loss_cls": 1.1647983491420746, "decode.d2.loss_mask": 0.7166490331292152, "decode.d2.loss_dice": 1.3445502042770385, "decode.d3.loss_cls": 1.0575278878211976, "decode.d3.loss_mask": 0.7424388319253922, "decode.d3.loss_dice": 1.3461795091629027, "decode.d4.loss_cls": 1.0552245765924453, "decode.d4.loss_mask": 0.7290486782789231, "decode.d4.loss_dice": 1.3352398931980134, "decode.d5.loss_cls": 1.0534309953451158, "decode.d5.loss_mask": 0.7495786488056183, "decode.d5.loss_dice": 1.3603312194347381, "decode.d6.loss_cls": 1.081327849626541, "decode.d6.loss_mask": 0.7341586947441101, "decode.d6.loss_dice": 1.3217687845230102, "decode.d7.loss_cls": 1.0785692304372787, "decode.d7.loss_mask": 0.7376523435115814, "decode.d7.loss_dice": 1.3260622948408127, "decode.d8.loss_cls": 1.0555596321821212, "decode.d8.loss_mask": 0.7499901682138443, "decode.d8.loss_dice": 1.3417957782745362, "time": 0.5276732206344604, "memory": 7198, "step": 12500}
{"lr": 9.291263091185076e-06, "data_time": 0.009071588516235352, "grad_norm": 96.11904983520508, "loss": 31.271261405944824, "decode.loss_cls": 1.0320993810892105, "decode.loss_mask": 0.738800348341465, "decode.loss_dice": 1.1474351078271865, "decode.d0.loss_cls": 2.6487300395965576, "decode.d0.loss_mask": 0.726267471909523, "decode.d0.loss_dice": 1.2472585439682007, "decode.d1.loss_cls": 1.2124133288860321, "decode.d1.loss_mask": 0.7699921250343322, "decode.d1.loss_dice": 1.2211072266101837, "decode.d2.loss_cls": 1.1839221462607383, "decode.d2.loss_mask": 0.7163950979709626, "decode.d2.loss_dice": 1.1178603231906892, "decode.d3.loss_cls": 1.072963872551918, "decode.d3.loss_mask": 0.6895435556769371, "decode.d3.loss_dice": 1.0968544006347656, "decode.d4.loss_cls": 1.0331888630986215, "decode.d4.loss_mask": 0.737396878004074, "decode.d4.loss_dice": 1.1512029141187667, "decode.d5.loss_cls": 1.0630566492676734, "decode.d5.loss_mask": 0.7387534111738205, "decode.d5.loss_dice": 1.158398374915123, "decode.d6.loss_cls": 1.0663672596216203, "decode.d6.loss_mask": 0.7391540378332138, "decode.d6.loss_dice": 1.1287125915288925, "decode.d7.loss_cls": 1.0556158483028413, "decode.d7.loss_mask": 0.7412855461239815, "decode.d7.loss_dice": 1.1217946976423263, "decode.d8.loss_cls": 1.0434475257992744, "decode.d8.loss_mask": 0.7401663482189178, "decode.d8.loss_dice": 1.1310781359672546, "time": 0.5290227890014648, "memory": 7243, "step": 12550}
{"lr": 9.288427459249202e-06, "data_time": 0.009136176109313965, "grad_norm": 88.1145149230957, "loss": 35.41681089401245, "decode.loss_cls": 1.2905509024858475, "decode.loss_mask": 0.8180909395217896, "decode.loss_dice": 1.2006626844406127, "decode.d0.loss_cls": 2.8359951972961426, "decode.d0.loss_mask": 0.881712993979454, "decode.d0.loss_dice": 1.4631067410111427, "decode.d1.loss_cls": 1.3197344273328782, "decode.d1.loss_mask": 0.8842971682548523, "decode.d1.loss_dice": 1.354764884710312, "decode.d2.loss_cls": 1.3104624509811402, "decode.d2.loss_mask": 0.825201353430748, "decode.d2.loss_dice": 1.2612845212221147, "decode.d3.loss_cls": 1.2937434703111648, "decode.d3.loss_mask": 0.8343111753463746, "decode.d3.loss_dice": 1.2479066014289857, "decode.d4.loss_cls": 1.328555741906166, "decode.d4.loss_mask": 0.8382228404283524, "decode.d4.loss_dice": 1.2136663109064103, "decode.d5.loss_cls": 1.2477457582950593, "decode.d5.loss_mask": 0.8425825774669647, "decode.d5.loss_dice": 1.2290843069553374, "decode.d6.loss_cls": 1.2789598405361176, "decode.d6.loss_mask": 0.832486218214035, "decode.d6.loss_dice": 1.2189194232225418, "decode.d7.loss_cls": 1.238470995426178, "decode.d7.loss_mask": 0.8144701898097992, "decode.d7.loss_dice": 1.2098546296358108, "decode.d8.loss_cls": 1.3251863598823548, "decode.d8.loss_mask": 0.8031201019883156, "decode.d8.loss_dice": 1.173660209774971, "time": 0.5289001703262329, "memory": 7380, "step": 12600}
{"lr": 9.285591731123366e-06, "data_time": 0.008998537063598632, "grad_norm": 91.30558280944824, "loss": 29.126222229003908, "decode.loss_cls": 0.9150069445371628, "decode.loss_mask": 0.7339469417929649, "decode.loss_dice": 1.10775465965271, "decode.d0.loss_cls": 2.3539202332496645, "decode.d0.loss_mask": 0.768890455365181, "decode.d0.loss_dice": 1.2918926239013673, "decode.d1.loss_cls": 1.0507635861635207, "decode.d1.loss_mask": 0.7571946933865548, "decode.d1.loss_dice": 1.2287399113178252, "decode.d2.loss_cls": 0.9169548243284226, "decode.d2.loss_mask": 0.75411656498909, "decode.d2.loss_dice": 1.1502939224243165, "decode.d3.loss_cls": 0.9221398264169693, "decode.d3.loss_mask": 0.7040077447891235, "decode.d3.loss_dice": 1.1002054780721664, "decode.d4.loss_cls": 0.8625372678041459, "decode.d4.loss_mask": 0.7192802041769027, "decode.d4.loss_dice": 1.1076297610998154, "decode.d5.loss_cls": 0.8586034834384918, "decode.d5.loss_mask": 0.6976692870259285, "decode.d5.loss_dice": 1.0952865362167359, "decode.d6.loss_cls": 0.89811931848526, "decode.d6.loss_mask": 0.6853380605578423, "decode.d6.loss_dice": 1.0797501415014268, "decode.d7.loss_cls": 0.885273140668869, "decode.d7.loss_mask": 0.7160544604063034, "decode.d7.loss_dice": 1.0853010952472686, "decode.d8.loss_cls": 0.8064671903848648, "decode.d8.loss_mask": 0.7490379899740219, "decode.d8.loss_dice": 1.124046078324318, "time": 0.5289803981781006, "memory": 7204, "step": 12650}
{"lr": 9.282755906771652e-06, "data_time": 0.00907604694366455, "grad_norm": 101.16777572631835, "loss": 38.06926918029785, "decode.loss_cls": 1.390514075756073, "decode.loss_mask": 0.9368242621421814, "decode.loss_dice": 1.2103170037269593, "decode.d0.loss_cls": 2.7804926514625548, "decode.d0.loss_mask": 1.018421646952629, "decode.d0.loss_dice": 1.4741293251514436, "decode.d1.loss_cls": 1.541712236404419, "decode.d1.loss_mask": 0.9415048152208328, "decode.d1.loss_dice": 1.3253313422203064, "decode.d2.loss_cls": 1.5126838326454162, "decode.d2.loss_mask": 0.9350558638572692, "decode.d2.loss_dice": 1.2988558828830719, "decode.d3.loss_cls": 1.4450782656669616, "decode.d3.loss_mask": 0.9616686016321182, "decode.d3.loss_dice": 1.2794424712657928, "decode.d4.loss_cls": 1.449747347831726, "decode.d4.loss_mask": 0.919385901093483, "decode.d4.loss_dice": 1.2702437341213226, "decode.d5.loss_cls": 1.4357284247875213, "decode.d5.loss_mask": 0.9347544014453888, "decode.d5.loss_dice": 1.2378741204738617, "decode.d6.loss_cls": 1.391680496931076, "decode.d6.loss_mask": 0.9290886968374252, "decode.d6.loss_dice": 1.2686805039644242, "decode.d7.loss_cls": 1.4076312363147736, "decode.d7.loss_mask": 0.9288017958402633, "decode.d7.loss_dice": 1.2641261637210846, "decode.d8.loss_cls": 1.4184282541275024, "decode.d8.loss_mask": 0.9170126438140869, "decode.d8.loss_dice": 1.2440524876117707, "time": 0.5277250051498413, "memory": 7210, "step": 12700}
{"lr": 9.279919986158154e-06, "data_time": 0.008977913856506347, "grad_norm": 98.86741104125977, "loss": 43.56420631408692, "decode.loss_cls": 1.1836711585521698, "decode.loss_mask": 1.0391881346702576, "decode.loss_dice": 1.841962593793869, "decode.d0.loss_cls": 2.5500407218933105, "decode.d0.loss_mask": 1.1020114183425904, "decode.d0.loss_dice": 2.0764370560646057, "decode.d1.loss_cls": 1.2882090151309966, "decode.d1.loss_mask": 1.1242691099643707, "decode.d1.loss_dice": 1.9987080693244934, "decode.d2.loss_cls": 1.2254183918237687, "decode.d2.loss_mask": 1.099983960390091, "decode.d2.loss_dice": 1.9621222019195557, "decode.d3.loss_cls": 1.2019818156957627, "decode.d3.loss_mask": 1.0612505495548248, "decode.d3.loss_dice": 1.9736743330955506, "decode.d4.loss_cls": 1.1604845017194747, "decode.d4.loss_mask": 1.0724051505327226, "decode.d4.loss_dice": 1.9263619542121888, "decode.d5.loss_cls": 1.158350121974945, "decode.d5.loss_mask": 1.0858923763036727, "decode.d5.loss_dice": 1.9301202237606048, "decode.d6.loss_cls": 1.1120726346969605, "decode.d6.loss_mask": 1.088334533572197, "decode.d6.loss_dice": 1.941152775287628, "decode.d7.loss_cls": 1.1444653436541556, "decode.d7.loss_mask": 1.0849150985479354, "decode.d7.loss_dice": 1.9482977986335754, "decode.d8.loss_cls": 1.1968981742858886, "decode.d8.loss_mask": 1.072370845079422, "decode.d8.loss_dice": 1.91315758228302, "time": 0.5293978214263916, "memory": 7220, "step": 12750}
{"lr": 9.277083969246906e-06, "data_time": 0.008817362785339355, "grad_norm": 93.42226181030273, "loss": 34.46647963523865, "decode.loss_cls": 1.1273754462599754, "decode.loss_mask": 0.7600440293550491, "decode.loss_dice": 1.3262067914009095, "decode.d0.loss_cls": 2.6438348293304443, "decode.d0.loss_mask": 0.8510693997144699, "decode.d0.loss_dice": 1.6075588122010231, "decode.d1.loss_cls": 1.2896425008773804, "decode.d1.loss_mask": 0.8061126112937927, "decode.d1.loss_dice": 1.417753405869007, "decode.d2.loss_cls": 1.1604952454566955, "decode.d2.loss_mask": 0.7717605143785476, "decode.d2.loss_dice": 1.3673100873827935, "decode.d3.loss_cls": 1.209822767972946, "decode.d3.loss_mask": 0.7466943323612213, "decode.d3.loss_dice": 1.310754969716072, "decode.d4.loss_cls": 1.1684498086571693, "decode.d4.loss_mask": 0.7399219080805779, "decode.d4.loss_dice": 1.2891502410173417, "decode.d5.loss_cls": 1.223035877943039, "decode.d5.loss_mask": 0.7522914081811904, "decode.d5.loss_dice": 1.3035839766263961, "decode.d6.loss_cls": 1.136444155871868, "decode.d6.loss_mask": 0.7756548956036567, "decode.d6.loss_dice": 1.300049901008606, "decode.d7.loss_cls": 1.1049458056688308, "decode.d7.loss_mask": 0.7630303993821144, "decode.d7.loss_dice": 1.2923547744750976, "decode.d8.loss_cls": 1.1205821841955186, "decode.d8.loss_mask": 0.7785689949989318, "decode.d8.loss_dice": 1.3219773024320602, "time": 0.5281696796417237, "memory": 7255, "step": 12800}
{"lr": 9.274247856001919e-06, "data_time": 0.008559584617614746, "grad_norm": 92.66137084960937, "loss": 35.51463661193848, "decode.loss_cls": 1.2710376024246215, "decode.loss_mask": 0.8797466635704041, "decode.loss_dice": 1.2284725457429886, "decode.d0.loss_cls": 2.8112329840660095, "decode.d0.loss_mask": 0.9444888144731521, "decode.d0.loss_dice": 1.4927834630012513, "decode.d1.loss_cls": 1.3367982625961303, "decode.d1.loss_mask": 0.8916522413492203, "decode.d1.loss_dice": 1.3473946392536162, "decode.d2.loss_cls": 1.3451694011688233, "decode.d2.loss_mask": 0.8749506324529648, "decode.d2.loss_dice": 1.2655891001224517, "decode.d3.loss_cls": 1.1631221413612365, "decode.d3.loss_mask": 0.8654764473438263, "decode.d3.loss_dice": 1.2308415681123734, "decode.d4.loss_cls": 1.1933350443840027, "decode.d4.loss_mask": 0.8609796464443207, "decode.d4.loss_dice": 1.2003124237060547, "decode.d5.loss_cls": 1.1698146522045136, "decode.d5.loss_mask": 0.8824829697608948, "decode.d5.loss_dice": 1.2127254635095597, "decode.d6.loss_cls": 1.2108913660049438, "decode.d6.loss_mask": 0.9007398635149002, "decode.d6.loss_dice": 1.239621290564537, "decode.d7.loss_cls": 1.2500890910625457, "decode.d7.loss_mask": 0.87501001060009, "decode.d7.loss_dice": 1.2365044057369232, "decode.d8.loss_cls": 1.218263605237007, "decode.d8.loss_mask": 0.8812119096517563, "decode.d8.loss_dice": 1.2338995277881621, "time": 0.5519005537033081, "memory": 7235, "step": 12850}
{"lr": 9.271411646387187e-06, "data_time": 0.008794450759887695, "grad_norm": 99.43107986450195, "loss": 33.65505867004394, "decode.loss_cls": 0.9958148032426835, "decode.loss_mask": 0.8542441129684448, "decode.loss_dice": 1.3227306455373764, "decode.d0.loss_cls": 2.55414559841156, "decode.d0.loss_mask": 0.8654649794101715, "decode.d0.loss_dice": 1.35702103972435, "decode.d1.loss_cls": 1.2544940769672395, "decode.d1.loss_mask": 0.8437575489282608, "decode.d1.loss_dice": 1.3215305805206299, "decode.d2.loss_cls": 1.1348233103752137, "decode.d2.loss_mask": 0.804247397184372, "decode.d2.loss_dice": 1.3080522388219833, "decode.d3.loss_cls": 1.017045360803604, "decode.d3.loss_mask": 0.8418743669986725, "decode.d3.loss_dice": 1.2937600523233415, "decode.d4.loss_cls": 1.0343580067157745, "decode.d4.loss_mask": 0.87318195104599, "decode.d4.loss_dice": 1.2822534918785096, "decode.d5.loss_cls": 1.034833899140358, "decode.d5.loss_mask": 0.869922935962677, "decode.d5.loss_dice": 1.3161227583885193, "decode.d6.loss_cls": 1.0206497073173524, "decode.d6.loss_mask": 0.8369348973035813, "decode.d6.loss_dice": 1.2816123604774474, "decode.d7.loss_cls": 1.0523868054151535, "decode.d7.loss_mask": 0.8243667870759964, "decode.d7.loss_dice": 1.273102656006813, "decode.d8.loss_cls": 1.063198095560074, "decode.d8.loss_mask": 0.8356953740119935, "decode.d8.loss_dice": 1.2874336451292039, "time": 0.5284574270248413, "memory": 7215, "step": 12900}
{"lr": 9.268575340366691e-06, "data_time": 0.008835434913635254, "grad_norm": 86.25447006225586, "loss": 44.30144901275635, "decode.loss_cls": 1.2648216128349303, "decode.loss_mask": 1.0777991235256195, "decode.loss_dice": 1.8022123157978058, "decode.d0.loss_cls": 2.846756362915039, "decode.d0.loss_mask": 1.166313761472702, "decode.d0.loss_dice": 2.07822585105896, "decode.d1.loss_cls": 1.5850390672683716, "decode.d1.loss_mask": 1.1108910501003266, "decode.d1.loss_dice": 1.948659062385559, "decode.d2.loss_cls": 1.36449077129364, "decode.d2.loss_mask": 1.0921931922435761, "decode.d2.loss_dice": 1.8502909123897553, "decode.d3.loss_cls": 1.3778704345226287, "decode.d3.loss_mask": 1.073181790113449, "decode.d3.loss_dice": 1.7788315951824187, "decode.d4.loss_cls": 1.358790397644043, "decode.d4.loss_mask": 1.0577736377716065, "decode.d4.loss_dice": 1.7733300983905793, "decode.d5.loss_cls": 1.3530822157859803, "decode.d5.loss_mask": 1.069353610277176, "decode.d5.loss_dice": 1.7891902327537537, "decode.d6.loss_cls": 1.2689404010772705, "decode.d6.loss_mask": 1.0986025214195252, "decode.d6.loss_dice": 1.828720998764038, "decode.d7.loss_cls": 1.2041319191455842, "decode.d7.loss_mask": 1.1017824828624725, "decode.d7.loss_dice": 1.851603055000305, "decode.d8.loss_cls": 1.1859054923057557, "decode.d8.loss_mask": 1.1158439815044403, "decode.d8.loss_dice": 1.8268195629119872, "time": 0.5512931823730469, "memory": 7197, "step": 12950}
{"lr": 9.265738937904362e-06, "data_time": 0.008852624893188476, "grad_norm": 95.86626663208008, "loss": 33.72650299072266, "decode.loss_cls": 1.053079107403755, "decode.loss_mask": 0.6928376495838166, "decode.loss_dice": 1.362161362171173, "decode.d0.loss_cls": 2.5100647687911986, "decode.d0.loss_mask": 0.7579019397497178, "decode.d0.loss_dice": 1.6707046508789063, "decode.d1.loss_cls": 1.2026522010564804, "decode.d1.loss_mask": 0.7307810395956039, "decode.d1.loss_dice": 1.5894349753856658, "decode.d2.loss_cls": 1.0861333906650543, "decode.d2.loss_mask": 0.6992449074983597, "decode.d2.loss_dice": 1.463529321551323, "decode.d3.loss_cls": 1.0484554588794708, "decode.d3.loss_mask": 0.7176604062318802, "decode.d3.loss_dice": 1.4263147473335267, "decode.d4.loss_cls": 1.090930587053299, "decode.d4.loss_mask": 0.7176894515752792, "decode.d4.loss_dice": 1.4171801149845122, "decode.d5.loss_cls": 1.024185135960579, "decode.d5.loss_mask": 0.7098820745944977, "decode.d5.loss_dice": 1.4090025097131729, "decode.d6.loss_cls": 1.0155308574438096, "decode.d6.loss_mask": 0.7148106604814529, "decode.d6.loss_dice": 1.3987077921628952, "decode.d7.loss_cls": 1.033799934387207, "decode.d7.loss_mask": 0.6939190313220024, "decode.d7.loss_dice": 1.3946703583002091, "decode.d8.loss_cls": 1.0144504100084304, "decode.d8.loss_mask": 0.691952508687973, "decode.d8.loss_dice": 1.388833937048912, "time": 0.554131031036377, "memory": 7216, "step": 13000}
{"lr": 9.26290243896411e-06, "data_time": 0.008879899978637695, "grad_norm": 85.6082893371582, "loss": 40.50494556427002, "decode.loss_cls": 1.355566218495369, "decode.loss_mask": 0.8475235939025879, "decode.loss_dice": 1.597176545858383, "decode.d0.loss_cls": 2.816604804992676, "decode.d0.loss_mask": 0.9235825270414353, "decode.d0.loss_dice": 1.833675742149353, "decode.d1.loss_cls": 1.4883712440729142, "decode.d1.loss_mask": 0.8983276262879372, "decode.d1.loss_dice": 1.7882216185331345, "decode.d2.loss_cls": 1.45176260471344, "decode.d2.loss_mask": 0.8592888176441192, "decode.d2.loss_dice": 1.687929230928421, "decode.d3.loss_cls": 1.3787269651889802, "decode.d3.loss_mask": 0.8594842374324798, "decode.d3.loss_dice": 1.6348103791475297, "decode.d4.loss_cls": 1.3219896465539933, "decode.d4.loss_mask": 0.8718712568283081, "decode.d4.loss_dice": 1.6089121460914613, "decode.d5.loss_cls": 1.2681940257549287, "decode.d5.loss_mask": 0.899160522222519, "decode.d5.loss_dice": 1.6632086396217347, "decode.d6.loss_cls": 1.3578774005174636, "decode.d6.loss_mask": 0.8906922310590744, "decode.d6.loss_dice": 1.606796646118164, "decode.d7.loss_cls": 1.315254992246628, "decode.d7.loss_mask": 0.8536048606038094, "decode.d7.loss_dice": 1.586048698425293, "decode.d8.loss_cls": 1.3836177289485931, "decode.d8.loss_mask": 0.8459085911512375, "decode.d8.loss_dice": 1.61075821518898, "time": 0.5266294956207276, "memory": 7233, "step": 13050}
{"lr": 9.26006584350983e-06, "data_time": 0.008857202529907227, "grad_norm": 85.08945388793946, "loss": 32.003782176971434, "decode.loss_cls": 1.2131319358944892, "decode.loss_mask": 0.6747831135988236, "decode.loss_dice": 1.0768668562173844, "decode.d0.loss_cls": 2.852809500694275, "decode.d0.loss_mask": 0.732804861664772, "decode.d0.loss_dice": 1.2638479501008988, "decode.d1.loss_cls": 1.3909944325685502, "decode.d1.loss_mask": 0.753639942407608, "decode.d1.loss_dice": 1.2091891169548035, "decode.d2.loss_cls": 1.1905926287174224, "decode.d2.loss_mask": 0.7093942284584045, "decode.d2.loss_dice": 1.139904084801674, "decode.d3.loss_cls": 1.1842951476573944, "decode.d3.loss_mask": 0.6961965799331665, "decode.d3.loss_dice": 1.0958080410957336, "decode.d4.loss_cls": 1.1946784406900406, "decode.d4.loss_mask": 0.6683620572090149, "decode.d4.loss_dice": 1.0838930666446687, "decode.d5.loss_cls": 1.15598161816597, "decode.d5.loss_mask": 0.6983883917331696, "decode.d5.loss_dice": 1.087238746881485, "decode.d6.loss_cls": 1.1959351912140845, "decode.d6.loss_mask": 0.6874826610088348, "decode.d6.loss_dice": 1.0911612600088119, "decode.d7.loss_cls": 1.2232193797826767, "decode.d7.loss_mask": 0.6620956271886825, "decode.d7.loss_dice": 1.0743049949407577, "decode.d8.loss_cls": 1.2136273950338363, "decode.d8.loss_mask": 0.6939973026514054, "decode.d8.loss_dice": 1.0891592711210252, "time": 0.5549946784973144, "memory": 7229, "step": 13100}
{"lr": 9.257229151505381e-06, "data_time": 0.0087968111038208, "grad_norm": 98.18333435058594, "loss": 33.77365665435791, "decode.loss_cls": 1.2586371630430222, "decode.loss_mask": 0.7753831207752228, "decode.loss_dice": 1.1636981666088104, "decode.d0.loss_cls": 2.6412127375602723, "decode.d0.loss_mask": 0.8060342192649841, "decode.d0.loss_dice": 1.424199676513672, "decode.d1.loss_cls": 1.436320924758911, "decode.d1.loss_mask": 0.7980839908123016, "decode.d1.loss_dice": 1.3051517754793167, "decode.d2.loss_cls": 1.2368229150772094, "decode.d2.loss_mask": 0.8376743048429489, "decode.d2.loss_dice": 1.184195774793625, "decode.d3.loss_cls": 1.1971829891204835, "decode.d3.loss_mask": 0.8096780121326447, "decode.d3.loss_dice": 1.206809189915657, "decode.d4.loss_cls": 1.1321995973587036, "decode.d4.loss_mask": 0.8089803218841553, "decode.d4.loss_dice": 1.1911214619874955, "decode.d5.loss_cls": 1.2225416779518128, "decode.d5.loss_mask": 0.7613491684198379, "decode.d5.loss_dice": 1.1883725285530091, "decode.d6.loss_cls": 1.1699097216129304, "decode.d6.loss_mask": 0.7606074690818787, "decode.d6.loss_dice": 1.1786293029785155, "decode.d7.loss_cls": 1.1481243312358855, "decode.d7.loss_mask": 0.7673613071441651, "decode.d7.loss_dice": 1.1955643087625503, "decode.d8.loss_cls": 1.2348695874214173, "decode.d8.loss_mask": 0.7723271787166596, "decode.d8.loss_dice": 1.1606147944927216, "time": 0.5273215770721436, "memory": 7239, "step": 13150}
{"lr": 9.254392362914613e-06, "data_time": 0.008467745780944825, "grad_norm": 85.01442451477051, "loss": 31.14473361968994, "decode.loss_cls": 1.1734567642211915, "decode.loss_mask": 0.7282047808170319, "decode.loss_dice": 0.9686093881726265, "decode.d0.loss_cls": 2.508332085609436, "decode.d0.loss_mask": 0.824053829908371, "decode.d0.loss_dice": 1.146091455221176, "decode.d1.loss_cls": 1.2928643703460694, "decode.d1.loss_mask": 0.7470382034778595, "decode.d1.loss_dice": 1.0674508094787598, "decode.d2.loss_cls": 1.2170641779899598, "decode.d2.loss_mask": 0.7851481020450592, "decode.d2.loss_dice": 1.0227603375911714, "decode.d3.loss_cls": 1.1613927006721496, "decode.d3.loss_mask": 0.7536746114492416, "decode.d3.loss_dice": 1.0179442018270493, "decode.d4.loss_cls": 1.2839995980262757, "decode.d4.loss_mask": 0.7314334273338318, "decode.d4.loss_dice": 0.9904211685061455, "decode.d5.loss_cls": 1.2605138808488845, "decode.d5.loss_mask": 0.720847487449646, "decode.d5.loss_dice": 0.9883742034435272, "decode.d6.loss_cls": 1.229061210155487, "decode.d6.loss_mask": 0.7285646319389343, "decode.d6.loss_dice": 0.9726971060037612, "decode.d7.loss_cls": 1.165018704533577, "decode.d7.loss_mask": 0.7564776331186295, "decode.d7.loss_dice": 0.9816215246915817, "decode.d8.loss_cls": 1.1723278731107711, "decode.d8.loss_mask": 0.7430921077728272, "decode.d8.loss_dice": 1.006197589635849, "time": 0.5529824733734131, "memory": 7233, "step": 13200}
{"lr": 9.251555477701334e-06, "data_time": 0.008613276481628417, "grad_norm": 96.89382591247559, "loss": 32.08653888702393, "decode.loss_cls": 1.0802968978881835, "decode.loss_mask": 0.7836461782455444, "decode.loss_dice": 1.1579306572675705, "decode.d0.loss_cls": 2.5066211462020873, "decode.d0.loss_mask": 0.7419390082359314, "decode.d0.loss_dice": 1.266136682033539, "decode.d1.loss_cls": 1.2140621572732926, "decode.d1.loss_mask": 0.7582574963569642, "decode.d1.loss_dice": 1.2487601339817047, "decode.d2.loss_cls": 1.157774019241333, "decode.d2.loss_mask": 0.7446337759494781, "decode.d2.loss_dice": 1.2045480221509934, "decode.d3.loss_cls": 1.177274939417839, "decode.d3.loss_mask": 0.7193876355886459, "decode.d3.loss_dice": 1.1508347630500793, "decode.d4.loss_cls": 1.1194534659385682, "decode.d4.loss_mask": 0.7386934697628021, "decode.d4.loss_dice": 1.1850672721862794, "decode.d5.loss_cls": 1.1269254446029664, "decode.d5.loss_mask": 0.7263727068901062, "decode.d5.loss_dice": 1.1370503962039948, "decode.d6.loss_cls": 1.1737379640340806, "decode.d6.loss_mask": 0.7416786789894104, "decode.d6.loss_dice": 1.129416009783745, "decode.d7.loss_cls": 1.0885944426059724, "decode.d7.loss_mask": 0.7699026703834534, "decode.d7.loss_dice": 1.162446177005768, "decode.d8.loss_cls": 1.1375710725784303, "decode.d8.loss_mask": 0.7839928567409515, "decode.d8.loss_dice": 1.1535324513912202, "time": 0.5298713922500611, "memory": 7207, "step": 13250}
{"lr": 9.248718495829332e-06, "data_time": 0.00890800952911377, "grad_norm": 86.33975372314453, "loss": 34.742368125915526, "decode.loss_cls": 1.180739426612854, "decode.loss_mask": 0.6997021168470383, "decode.loss_dice": 1.3080125033855439, "decode.d0.loss_cls": 2.6294439911842344, "decode.d0.loss_mask": 0.7756770938634873, "decode.d0.loss_dice": 1.6051247358322143, "decode.d1.loss_cls": 1.3822967827320098, "decode.d1.loss_mask": 0.8442388713359833, "decode.d1.loss_dice": 1.5333133578300475, "decode.d2.loss_cls": 1.2881927907466888, "decode.d2.loss_mask": 0.7889695048332215, "decode.d2.loss_dice": 1.4321623206138612, "decode.d3.loss_cls": 1.1885992109775543, "decode.d3.loss_mask": 0.7463858157396317, "decode.d3.loss_dice": 1.3415442734956742, "decode.d4.loss_cls": 1.2319306075572967, "decode.d4.loss_mask": 0.7455513775348663, "decode.d4.loss_dice": 1.3167664527893066, "decode.d5.loss_cls": 1.1615730226039886, "decode.d5.loss_mask": 0.7194134086370468, "decode.d5.loss_dice": 1.3233562618494035, "decode.d6.loss_cls": 1.1473323285579682, "decode.d6.loss_mask": 0.7077175498008728, "decode.d6.loss_dice": 1.306452339887619, "decode.d7.loss_cls": 1.1422834753990174, "decode.d7.loss_mask": 0.7130630016326904, "decode.d7.loss_dice": 1.288782352209091, "decode.d8.loss_cls": 1.1967035770416259, "decode.d8.loss_mask": 0.7003281265497208, "decode.d8.loss_dice": 1.2967124998569488, "time": 0.5314022302627563, "memory": 7260, "step": 13300}
{"lr": 9.245881417262355e-06, "data_time": 0.008855056762695313, "grad_norm": 99.83217086791993, "loss": 28.50239028930664, "decode.loss_cls": 0.9621542811393737, "decode.loss_mask": 0.6850862920284271, "decode.loss_dice": 0.9721636295318603, "decode.d0.loss_cls": 2.3538795828819277, "decode.d0.loss_mask": 0.7510839819908142, "decode.d0.loss_dice": 1.0960917055606842, "decode.d1.loss_cls": 1.1290634453296662, "decode.d1.loss_mask": 0.7507221460342407, "decode.d1.loss_dice": 1.0294142574071885, "decode.d2.loss_cls": 1.062456601858139, "decode.d2.loss_mask": 0.6862802118062973, "decode.d2.loss_dice": 0.9737551003694535, "decode.d3.loss_cls": 1.0275047183036805, "decode.d3.loss_mask": 0.6735954105854034, "decode.d3.loss_dice": 0.9656363934278488, "decode.d4.loss_cls": 1.0117927759885788, "decode.d4.loss_mask": 0.6674929022789001, "decode.d4.loss_dice": 0.9819151997566223, "decode.d5.loss_cls": 0.9797883719205857, "decode.d5.loss_mask": 0.6633433759212494, "decode.d5.loss_dice": 0.9924668371677399, "decode.d6.loss_cls": 1.058463704586029, "decode.d6.loss_mask": 0.6776261121034622, "decode.d6.loss_dice": 0.9538020133972168, "decode.d7.loss_cls": 0.9885259181261062, "decode.d7.loss_mask": 0.7186803936958313, "decode.d7.loss_dice": 0.9911910653114319, "decode.d8.loss_cls": 1.027780646085739, "decode.d8.loss_mask": 0.6985100448131562, "decode.d8.loss_dice": 0.9721228271722794, "time": 0.528897762298584, "memory": 7276, "step": 13350}
{"lr": 9.243044241964153e-06, "data_time": 0.008712387084960938, "grad_norm": 84.60640945434571, "loss": 30.58578243255615, "decode.loss_cls": 0.8770399540662766, "decode.loss_mask": 0.8184016555547714, "decode.loss_dice": 1.166583925485611, "decode.d0.loss_cls": 2.4007498383522035, "decode.d0.loss_mask": 0.7844210058450699, "decode.d0.loss_dice": 1.359119114279747, "decode.d1.loss_cls": 1.0046493113040924, "decode.d1.loss_mask": 0.8640767067670823, "decode.d1.loss_dice": 1.3070685267448425, "decode.d2.loss_cls": 0.9570839285850525, "decode.d2.loss_mask": 0.7605873316526413, "decode.d2.loss_dice": 1.1959601044654846, "decode.d3.loss_cls": 0.8966120392084121, "decode.d3.loss_mask": 0.750946307182312, "decode.d3.loss_dice": 1.175484272837639, "decode.d4.loss_cls": 0.9515515238046646, "decode.d4.loss_mask": 0.774392980337143, "decode.d4.loss_dice": 1.1591854333877563, "decode.d5.loss_cls": 0.8803206533193588, "decode.d5.loss_mask": 0.8176201283931732, "decode.d5.loss_dice": 1.169743573665619, "decode.d6.loss_cls": 0.9277358591556549, "decode.d6.loss_mask": 0.8026065737009048, "decode.d6.loss_dice": 1.1680758029222489, "decode.d7.loss_cls": 0.8591761395335198, "decode.d7.loss_mask": 0.8123817652463913, "decode.d7.loss_dice": 1.1526092171669007, "decode.d8.loss_cls": 0.8330466508865356, "decode.d8.loss_mask": 0.8006470531225205, "decode.d8.loss_dice": 1.157904914021492, "time": 0.5550130605697632, "memory": 7262, "step": 13400}
{"lr": 9.240206969898429e-06, "data_time": 0.008751010894775391, "grad_norm": 99.82611770629883, "loss": 30.412604331970215, "decode.loss_cls": 1.023066209256649, "decode.loss_mask": 0.7806884497404099, "decode.loss_dice": 1.1038733959197997, "decode.d0.loss_cls": 2.412658083438873, "decode.d0.loss_mask": 0.8480061545968056, "decode.d0.loss_dice": 1.2360045522451402, "decode.d1.loss_cls": 1.1610306739807128, "decode.d1.loss_mask": 0.8212565004825592, "decode.d1.loss_dice": 1.1515312761068344, "decode.d2.loss_cls": 1.0499531462788583, "decode.d2.loss_mask": 0.7754166558384895, "decode.d2.loss_dice": 1.0852345049381256, "decode.d3.loss_cls": 1.0022544413805008, "decode.d3.loss_mask": 0.7351044520735741, "decode.d3.loss_dice": 1.084095013141632, "decode.d4.loss_cls": 0.9774764746427536, "decode.d4.loss_mask": 0.753571480512619, "decode.d4.loss_dice": 1.0958544880151748, "decode.d5.loss_cls": 0.9784342885017395, "decode.d5.loss_mask": 0.7652172297239304, "decode.d5.loss_dice": 1.106771558523178, "decode.d6.loss_cls": 0.9526837319135666, "decode.d6.loss_mask": 0.7873055502772331, "decode.d6.loss_dice": 1.0759156554937364, "decode.d7.loss_cls": 0.9150734603404999, "decode.d7.loss_mask": 0.7733441233634949, "decode.d7.loss_dice": 1.0975165784358978, "decode.d8.loss_cls": 0.964983107149601, "decode.d8.loss_mask": 0.7907907500863075, "decode.d8.loss_dice": 1.107491698861122, "time": 0.5320426940917968, "memory": 7233, "step": 13450}
{"lr": 9.237369601028871e-06, "data_time": 0.00858452320098877, "grad_norm": 83.1176139831543, "loss": 31.43318929672241, "decode.loss_cls": 1.079303929209709, "decode.loss_mask": 0.7549055606126786, "decode.loss_dice": 1.1295940667390822, "decode.d0.loss_cls": 2.5489203333854675, "decode.d0.loss_mask": 0.7690415680408478, "decode.d0.loss_dice": 1.3205760538578033, "decode.d1.loss_cls": 1.1644892543554306, "decode.d1.loss_mask": 0.7743648231029511, "decode.d1.loss_dice": 1.2249043345451356, "decode.d2.loss_cls": 1.0132577404379846, "decode.d2.loss_mask": 0.7827992677688599, "decode.d2.loss_dice": 1.195402604341507, "decode.d3.loss_cls": 1.0205088168382646, "decode.d3.loss_mask": 0.8081102520227432, "decode.d3.loss_dice": 1.1929583132266999, "decode.d4.loss_cls": 0.9771242067217827, "decode.d4.loss_mask": 0.8092620193958282, "decode.d4.loss_dice": 1.150994598865509, "decode.d5.loss_cls": 0.973873832821846, "decode.d5.loss_mask": 0.8001396864652633, "decode.d5.loss_dice": 1.1479692578315734, "decode.d6.loss_cls": 1.0156557515263558, "decode.d6.loss_mask": 0.780763041973114, "decode.d6.loss_dice": 1.1383394598960876, "decode.d7.loss_cls": 0.9647769883275032, "decode.d7.loss_mask": 0.7770653545856476, "decode.d7.loss_dice": 1.144726899266243, "decode.d8.loss_cls": 1.0745441049337388, "decode.d8.loss_mask": 0.761841943860054, "decode.d8.loss_dice": 1.1369744658470153, "time": 0.5544259786605835, "memory": 7209, "step": 13500}
{"lr": 9.234532135319133e-06, "data_time": 0.008804655075073243, "grad_norm": 87.63542747497559, "loss": 34.59244327545166, "decode.loss_cls": 1.34412839114666, "decode.loss_mask": 0.7695955008268356, "decode.loss_dice": 1.1551959097385407, "decode.d0.loss_cls": 2.5880747556686403, "decode.d0.loss_mask": 0.8860575079917907, "decode.d0.loss_dice": 1.3626093506813048, "decode.d1.loss_cls": 1.5508412361145019, "decode.d1.loss_mask": 0.8066526591777802, "decode.d1.loss_dice": 1.222358724474907, "decode.d2.loss_cls": 1.4128993600606918, "decode.d2.loss_mask": 0.7821358889341354, "decode.d2.loss_dice": 1.177936038374901, "decode.d3.loss_cls": 1.2994161903858186, "decode.d3.loss_mask": 0.7897679448127747, "decode.d3.loss_dice": 1.1446165949106217, "decode.d4.loss_cls": 1.3467576622962951, "decode.d4.loss_mask": 0.749173229932785, "decode.d4.loss_dice": 1.1491894245147705, "decode.d5.loss_cls": 1.403492495417595, "decode.d5.loss_mask": 0.7156661719083786, "decode.d5.loss_dice": 1.139599198102951, "decode.d6.loss_cls": 1.3268362253904342, "decode.d6.loss_mask": 0.7400167763233185, "decode.d6.loss_dice": 1.151392138004303, "decode.d7.loss_cls": 1.3652751117944717, "decode.d7.loss_mask": 0.7433710694313049, "decode.d7.loss_dice": 1.1713305473327638, "decode.d8.loss_cls": 1.3383048683404923, "decode.d8.loss_mask": 0.7876098394393921, "decode.d8.loss_dice": 1.1721423029899598, "time": 0.5531338930130005, "memory": 7195, "step": 13550}
{"lr": 9.23169457273284e-06, "data_time": 0.008762383460998535, "grad_norm": 78.7271629333496, "loss": 32.776176834106444, "decode.loss_cls": 1.0324211895465851, "decode.loss_mask": 0.755003759264946, "decode.loss_dice": 1.2410334467887878, "decode.d0.loss_cls": 2.7184547901153566, "decode.d0.loss_mask": 0.8353733777999878, "decode.d0.loss_dice": 1.4898835122585297, "decode.d1.loss_cls": 1.2612883150577545, "decode.d1.loss_mask": 0.8244217902421951, "decode.d1.loss_dice": 1.3630130290985107, "decode.d2.loss_cls": 1.0671392947435379, "decode.d2.loss_mask": 0.7463834851980209, "decode.d2.loss_dice": 1.2349008411169051, "decode.d3.loss_cls": 1.0371191084384919, "decode.d3.loss_mask": 0.7747130870819092, "decode.d3.loss_dice": 1.2331255733966828, "decode.d4.loss_cls": 1.0366252064704895, "decode.d4.loss_mask": 0.7516620039939881, "decode.d4.loss_dice": 1.2549768686294556, "decode.d5.loss_cls": 0.9656904488801956, "decode.d5.loss_mask": 0.78439661860466, "decode.d5.loss_dice": 1.243680292367935, "decode.d6.loss_cls": 0.9391388177871705, "decode.d6.loss_mask": 0.7844944536685944, "decode.d6.loss_dice": 1.2567218452692033, "decode.d7.loss_cls": 1.018467339873314, "decode.d7.loss_mask": 0.7823513686656952, "decode.d7.loss_dice": 1.2515413641929627, "decode.d8.loss_cls": 1.0649031221866607, "decode.d8.loss_mask": 0.7754137098789216, "decode.d8.loss_dice": 1.251838093996048, "time": 0.5280278444290161, "memory": 7205, "step": 13600}
{"lr": 9.228856913233599e-06, "data_time": 0.008746600151062012, "grad_norm": 90.16219940185547, "loss": 35.15765895843506, "decode.loss_cls": 1.1211715757846832, "decode.loss_mask": 0.9487484991550446, "decode.loss_dice": 1.234324997663498, "decode.d0.loss_cls": 2.505400574207306, "decode.d0.loss_mask": 0.9903807580471039, "decode.d0.loss_dice": 1.4324053227901459, "decode.d1.loss_cls": 1.2549311161041259, "decode.d1.loss_mask": 0.9533837556838989, "decode.d1.loss_dice": 1.3655589878559113, "decode.d2.loss_cls": 1.2039188385009765, "decode.d2.loss_mask": 0.917774784564972, "decode.d2.loss_dice": 1.290428054332733, "decode.d3.loss_cls": 1.2312719106674195, "decode.d3.loss_mask": 0.9163249850273132, "decode.d3.loss_dice": 1.2286874175071716, "decode.d4.loss_cls": 1.1687247633934021, "decode.d4.loss_mask": 0.9442047894001007, "decode.d4.loss_dice": 1.242009848356247, "decode.d5.loss_cls": 1.1264615476131439, "decode.d5.loss_mask": 0.9399695515632629, "decode.d5.loss_dice": 1.253125, "decode.d6.loss_cls": 1.1139071524143218, "decode.d6.loss_mask": 0.9453377306461335, "decode.d6.loss_dice": 1.2138777256011963, "decode.d7.loss_cls": 1.0987232685089112, "decode.d7.loss_mask": 0.957709527015686, "decode.d7.loss_dice": 1.2106094360351562, "decode.d8.loss_cls": 1.1361887216567994, "decode.d8.loss_mask": 0.9759527623653412, "decode.d8.loss_dice": 1.236146593093872, "time": 0.5290905714035035, "memory": 7257, "step": 13650}
{"lr": 9.226019156784989e-06, "data_time": 0.00861983299255371, "grad_norm": 90.07854690551758, "loss": 38.2488730430603, "decode.loss_cls": 1.1150849640369416, "decode.loss_mask": 0.9642294198274612, "decode.loss_dice": 1.4668085098266601, "decode.d0.loss_cls": 2.6213096141815186, "decode.d0.loss_mask": 0.9538230895996094, "decode.d0.loss_dice": 1.6931787848472595, "decode.d1.loss_cls": 1.388499903678894, "decode.d1.loss_mask": 0.9859807044267654, "decode.d1.loss_dice": 1.6125430583953857, "decode.d2.loss_cls": 1.1613826602697372, "decode.d2.loss_mask": 0.9689030200242996, "decode.d2.loss_dice": 1.580440843105316, "decode.d3.loss_cls": 1.2572956174612044, "decode.d3.loss_mask": 0.9368212550878525, "decode.d3.loss_dice": 1.4865636855363846, "decode.d4.loss_cls": 1.2575086206197739, "decode.d4.loss_mask": 0.8955726832151413, "decode.d4.loss_dice": 1.5062376260757446, "decode.d5.loss_cls": 1.2972021043300628, "decode.d5.loss_mask": 0.8845435619354248, "decode.d5.loss_dice": 1.4792299717664719, "decode.d6.loss_cls": 1.206857866048813, "decode.d6.loss_mask": 0.9144760102033616, "decode.d6.loss_dice": 1.4704120814800263, "decode.d7.loss_cls": 1.2093573451042174, "decode.d7.loss_mask": 0.9175212174654007, "decode.d7.loss_dice": 1.4601971209049225, "decode.d8.loss_cls": 1.219315755367279, "decode.d8.loss_mask": 0.9230705201625824, "decode.d8.loss_dice": 1.4145051389932632, "time": 0.526212215423584, "memory": 7216, "step": 13700}
{"lr": 9.223181303350557e-06, "data_time": 0.008660578727722168, "grad_norm": 89.72488632202149, "loss": 37.78222160339355, "decode.loss_cls": 1.1897481203079223, "decode.loss_mask": 0.8060789078474044, "decode.loss_dice": 1.5067423641681672, "decode.d0.loss_cls": 2.7156589031219482, "decode.d0.loss_mask": 0.8344553411006927, "decode.d0.loss_dice": 1.8234459519386292, "decode.d1.loss_cls": 1.436596441268921, "decode.d1.loss_mask": 0.8371077090501785, "decode.d1.loss_dice": 1.6938167631626129, "decode.d2.loss_cls": 1.2239255785942078, "decode.d2.loss_mask": 0.8262417495250702, "decode.d2.loss_dice": 1.618770670890808, "decode.d3.loss_cls": 1.239243257045746, "decode.d3.loss_mask": 0.8086911648511886, "decode.d3.loss_dice": 1.53992241024971, "decode.d4.loss_cls": 1.2457174003124236, "decode.d4.loss_mask": 0.797094213962555, "decode.d4.loss_dice": 1.5313719809055328, "decode.d5.loss_cls": 1.210436576604843, "decode.d5.loss_mask": 0.8120955973863602, "decode.d5.loss_dice": 1.5477410078048706, "decode.d6.loss_cls": 1.2039538323879242, "decode.d6.loss_mask": 0.7968093067407608, "decode.d6.loss_dice": 1.545089954137802, "decode.d7.loss_cls": 1.1838416278362274, "decode.d7.loss_mask": 0.7955617100000382, "decode.d7.loss_dice": 1.486388373374939, "decode.d8.loss_cls": 1.2164648115634917, "decode.d8.loss_mask": 0.8146497070789337, "decode.d8.loss_dice": 1.494560569524765, "time": 0.5521247148513794, "memory": 7232, "step": 13750}
{"lr": 9.220343352893834e-06, "data_time": 0.008821797370910645, "grad_norm": 99.41606369018555, "loss": 27.116286087036134, "decode.loss_cls": 0.8519736751914024, "decode.loss_mask": 0.7179648280143738, "decode.loss_dice": 0.8856163635849953, "decode.d0.loss_cls": 1.9599917769432067, "decode.d0.loss_mask": 0.8473561137914658, "decode.d0.loss_dice": 1.1029527649283408, "decode.d1.loss_cls": 0.9819084376096725, "decode.d1.loss_mask": 0.7896970242261887, "decode.d1.loss_dice": 1.0211085617542266, "decode.d2.loss_cls": 0.9785678565502167, "decode.d2.loss_mask": 0.7420651882886886, "decode.d2.loss_dice": 0.9616499304771423, "decode.d3.loss_cls": 0.9276867404580116, "decode.d3.loss_mask": 0.7068892151117325, "decode.d3.loss_dice": 0.923157824575901, "decode.d4.loss_cls": 0.9002502039074898, "decode.d4.loss_mask": 0.7267179965972901, "decode.d4.loss_dice": 0.9563721388578414, "decode.d5.loss_cls": 0.8737434893846512, "decode.d5.loss_mask": 0.7655582457780838, "decode.d5.loss_dice": 0.9390897437930107, "decode.d6.loss_cls": 0.8822580337524414, "decode.d6.loss_mask": 0.73421870470047, "decode.d6.loss_dice": 0.9232024550437927, "decode.d7.loss_cls": 0.8456951588392257, "decode.d7.loss_mask": 0.754072493314743, "decode.d7.loss_dice": 0.9069863349199295, "decode.d8.loss_cls": 0.8573572859168053, "decode.d8.loss_mask": 0.7439623832702636, "decode.d8.loss_dice": 0.9082150161266327, "time": 0.5268463134765625, "memory": 7204, "step": 13800}
{"lr": 9.217505305378323e-06, "data_time": 0.00871901512145996, "grad_norm": 95.15400695800781, "loss": 38.203907299041745, "decode.loss_cls": 1.3452516078948975, "decode.loss_mask": 0.8986316084861755, "decode.loss_dice": 1.3892435789108277, "decode.d0.loss_cls": 2.93021936416626, "decode.d0.loss_mask": 0.9477524369955063, "decode.d0.loss_dice": 1.5798249334096908, "decode.d1.loss_cls": 1.4866350769996644, "decode.d1.loss_mask": 0.9461789846420288, "decode.d1.loss_dice": 1.4708312153816223, "decode.d2.loss_cls": 1.2159183621406555, "decode.d2.loss_mask": 0.969874382019043, "decode.d2.loss_dice": 1.440802264213562, "decode.d3.loss_cls": 1.3079141885042191, "decode.d3.loss_mask": 0.9137634098529815, "decode.d3.loss_dice": 1.4039879858493804, "decode.d4.loss_cls": 1.327374729514122, "decode.d4.loss_mask": 0.903691828250885, "decode.d4.loss_dice": 1.4003932684659959, "decode.d5.loss_cls": 1.2960334032773972, "decode.d5.loss_mask": 0.8997276663780213, "decode.d5.loss_dice": 1.3660724490880967, "decode.d6.loss_cls": 1.2590450003743172, "decode.d6.loss_mask": 0.9052360951900482, "decode.d6.loss_dice": 1.3939466759562493, "decode.d7.loss_cls": 1.3691213101148605, "decode.d7.loss_mask": 0.8907776057720185, "decode.d7.loss_dice": 1.3584846049547195, "decode.d8.loss_cls": 1.3319461196660995, "decode.d8.loss_mask": 0.8947621196508407, "decode.d8.loss_dice": 1.3604637295007707, "time": 0.5281434059143066, "memory": 7264, "step": 13850}
{"lr": 9.214667160767492e-06, "data_time": 0.008564090728759766, "grad_norm": 97.91048088073731, "loss": 34.579132652282716, "decode.loss_cls": 1.120623129606247, "decode.loss_mask": 0.9639533936977387, "decode.loss_dice": 1.1658492147922517, "decode.d0.loss_cls": 2.712670683860779, "decode.d0.loss_mask": 0.9261851638555527, "decode.d0.loss_dice": 1.30356023311615, "decode.d1.loss_cls": 1.3730899453163148, "decode.d1.loss_mask": 0.8670252859592438, "decode.d1.loss_dice": 1.1867036879062653, "decode.d2.loss_cls": 1.2671091079711914, "decode.d2.loss_mask": 0.8841784954071045, "decode.d2.loss_dice": 1.1151125848293304, "decode.d3.loss_cls": 1.1868086725473403, "decode.d3.loss_mask": 0.9735180735588074, "decode.d3.loss_dice": 1.15073601603508, "decode.d4.loss_cls": 1.164812406897545, "decode.d4.loss_mask": 0.9510097205638885, "decode.d4.loss_dice": 1.1753538846969604, "decode.d5.loss_cls": 1.1167753398418427, "decode.d5.loss_mask": 0.962330287694931, "decode.d5.loss_dice": 1.172958654165268, "decode.d6.loss_cls": 1.183224681019783, "decode.d6.loss_mask": 0.9606716990470886, "decode.d6.loss_dice": 1.1337038278579712, "decode.d7.loss_cls": 1.1742815315723418, "decode.d7.loss_mask": 0.9946274101734162, "decode.d7.loss_dice": 1.1693019330501557, "decode.d8.loss_cls": 1.1229910284280777, "decode.d8.loss_mask": 0.9431278944015503, "decode.d8.loss_dice": 1.1568370878696441, "time": 0.528470230102539, "memory": 7197, "step": 13900}
{"lr": 9.211828919024792e-06, "data_time": 0.008663439750671386, "grad_norm": 104.78129501342774, "loss": 37.32699813842773, "decode.loss_cls": 1.3065342426300048, "decode.loss_mask": 0.9895605206489563, "decode.loss_dice": 1.2995862066745758, "decode.d0.loss_cls": 2.9043722629547117, "decode.d0.loss_mask": 1.0573503971099854, "decode.d0.loss_dice": 1.5472004890441895, "decode.d1.loss_cls": 1.3611912846565246, "decode.d1.loss_mask": 1.0189129889011384, "decode.d1.loss_dice": 1.4358035027980804, "decode.d2.loss_cls": 1.2438024640083314, "decode.d2.loss_mask": 0.9848463714122773, "decode.d2.loss_dice": 1.3545498192310332, "decode.d3.loss_cls": 1.1621041655540467, "decode.d3.loss_mask": 1.031673836708069, "decode.d3.loss_dice": 1.3109888017177582, "decode.d4.loss_cls": 1.2055530846118927, "decode.d4.loss_mask": 1.0149935841560365, "decode.d4.loss_dice": 1.2997809588909148, "decode.d5.loss_cls": 1.1725658476352692, "decode.d5.loss_mask": 1.0066921651363372, "decode.d5.loss_dice": 1.2934175074100493, "decode.d6.loss_cls": 1.1928623795509339, "decode.d6.loss_mask": 0.9785202324390412, "decode.d6.loss_dice": 1.2567933440208434, "decode.d7.loss_cls": 1.1805553436279297, "decode.d7.loss_mask": 1.0116964519023894, "decode.d7.loss_dice": 1.2747805297374726, "decode.d8.loss_cls": 1.1556996047496795, "decode.d8.loss_mask": 0.9780002355575561, "decode.d8.loss_dice": 1.2966094136238098, "time": 0.5560146570205688, "memory": 7225, "step": 13950}
{"lr": 9.208990580113652e-06, "data_time": 0.008640766143798828, "grad_norm": 93.94670181274414, "loss": 33.74391374588013, "decode.loss_cls": 1.2101213663816452, "decode.loss_mask": 0.8784692257642746, "decode.loss_dice": 1.1342615902423858, "decode.d0.loss_cls": 2.7565072238445283, "decode.d0.loss_mask": 0.8359961956739426, "decode.d0.loss_dice": 1.2642691075801848, "decode.d1.loss_cls": 1.3615502774715424, "decode.d1.loss_mask": 0.873446735739708, "decode.d1.loss_dice": 1.2431380987167358, "decode.d2.loss_cls": 1.1958862006664277, "decode.d2.loss_mask": 0.8639698147773742, "decode.d2.loss_dice": 1.1379351198673249, "decode.d3.loss_cls": 1.2366614490747452, "decode.d3.loss_mask": 0.8674824893474579, "decode.d3.loss_dice": 1.1695832520723344, "decode.d4.loss_cls": 1.1996895968914032, "decode.d4.loss_mask": 0.8759731650352478, "decode.d4.loss_dice": 1.1308826357126236, "decode.d5.loss_cls": 1.0962846264243127, "decode.d5.loss_mask": 0.8272098124027252, "decode.d5.loss_dice": 1.1553064852952957, "decode.d6.loss_cls": 1.1883495956659318, "decode.d6.loss_mask": 0.8515553742647171, "decode.d6.loss_dice": 1.124805048108101, "decode.d7.loss_cls": 1.1410962283611297, "decode.d7.loss_mask": 0.8601615250110626, "decode.d7.loss_dice": 1.1308257639408112, "decode.d8.loss_cls": 1.2034088999032975, "decode.d8.loss_mask": 0.8268564790487289, "decode.d8.loss_dice": 1.1022305488586426, "time": 0.5280004024505616, "memory": 7254, "step": 14000}
{"lr": 9.206152143997451e-06, "data_time": 0.008692264556884766, "grad_norm": 100.29784393310547, "loss": 38.30059700012207, "decode.loss_cls": 1.279365849494934, "decode.loss_mask": 0.8122524082660675, "decode.loss_dice": 1.420628732442856, "decode.d0.loss_cls": 2.840615117549896, "decode.d0.loss_mask": 0.934639310836792, "decode.d0.loss_dice": 1.7060047030448913, "decode.d1.loss_cls": 1.593018764257431, "decode.d1.loss_mask": 0.9016608387231827, "decode.d1.loss_dice": 1.6050468564033509, "decode.d2.loss_cls": 1.415699577331543, "decode.d2.loss_mask": 0.8725392520427704, "decode.d2.loss_dice": 1.5586690425872802, "decode.d3.loss_cls": 1.3461107552051543, "decode.d3.loss_mask": 0.8108098894357681, "decode.d3.loss_dice": 1.4522664666175842, "decode.d4.loss_cls": 1.3102260649204254, "decode.d4.loss_mask": 0.8109921306371689, "decode.d4.loss_dice": 1.4441646575927733, "decode.d5.loss_cls": 1.2735269367694855, "decode.d5.loss_mask": 0.8053007781505584, "decode.d5.loss_dice": 1.4376744985580445, "decode.d6.loss_cls": 1.3072586715221406, "decode.d6.loss_mask": 0.8048258990049362, "decode.d6.loss_dice": 1.448764157295227, "decode.d7.loss_cls": 1.3312094867229463, "decode.d7.loss_mask": 0.8140331029891967, "decode.d7.loss_dice": 1.4138005733489991, "decode.d8.loss_cls": 1.336432445049286, "decode.d8.loss_mask": 0.8022240340709687, "decode.d8.loss_dice": 1.4108356416225434, "time": 0.5530013322830201, "memory": 7232, "step": 14050}
{"lr": 9.203313610639563e-06, "data_time": 0.00882551670074463, "grad_norm": 91.49785652160645, "loss": 30.449339437484742, "decode.loss_cls": 0.9540737733244896, "decode.loss_mask": 0.6781183987855911, "decode.loss_dice": 1.2360542967915535, "decode.d0.loss_cls": 2.248533344268799, "decode.d0.loss_mask": 0.6979000806808472, "decode.d0.loss_dice": 1.3626588478684425, "decode.d1.loss_cls": 1.0945519641041757, "decode.d1.loss_mask": 0.6692815274000168, "decode.d1.loss_dice": 1.3403243511915206, "decode.d2.loss_cls": 0.9931999891996384, "decode.d2.loss_mask": 0.6871531456708908, "decode.d2.loss_dice": 1.310252571105957, "decode.d3.loss_cls": 0.9548667922616005, "decode.d3.loss_mask": 0.6574505805969239, "decode.d3.loss_dice": 1.2569835588335991, "decode.d4.loss_cls": 0.9247046567499637, "decode.d4.loss_mask": 0.6635710775852204, "decode.d4.loss_dice": 1.2710814654827118, "decode.d5.loss_cls": 0.9378672555088997, "decode.d5.loss_mask": 0.6768642067909241, "decode.d5.loss_dice": 1.23789302110672, "decode.d6.loss_cls": 0.9125930145382881, "decode.d6.loss_mask": 0.6761327058076858, "decode.d6.loss_dice": 1.2543581232428551, "decode.d7.loss_cls": 0.9430459678173065, "decode.d7.loss_mask": 0.6735364347696304, "decode.d7.loss_dice": 1.2409838616847992, "decode.d8.loss_cls": 0.9620453596115113, "decode.d8.loss_mask": 0.684693357348442, "decode.d8.loss_dice": 1.2485660880804061, "time": 0.5277418613433837, "memory": 7282, "step": 14100}
{"lr": 9.200474980003335e-06, "data_time": 0.008464980125427245, "grad_norm": 84.63235626220703, "loss": 29.290297508239746, "decode.loss_cls": 0.9192567110061646, "decode.loss_mask": 0.787333482503891, "decode.loss_dice": 1.0339543700218201, "decode.d0.loss_cls": 2.207641637325287, "decode.d0.loss_mask": 0.8257712662220001, "decode.d0.loss_dice": 1.1243860483169557, "decode.d1.loss_cls": 1.0726474821567535, "decode.d1.loss_mask": 0.8326123535633088, "decode.d1.loss_dice": 1.0888634085655213, "decode.d2.loss_cls": 0.9280013144016266, "decode.d2.loss_mask": 0.830560052394867, "decode.d2.loss_dice": 1.0830063045024871, "decode.d3.loss_cls": 0.9523276805877685, "decode.d3.loss_mask": 0.8156895041465759, "decode.d3.loss_dice": 1.0587112069129945, "decode.d4.loss_cls": 0.9082043766975403, "decode.d4.loss_mask": 0.8189405620098114, "decode.d4.loss_dice": 1.03821759223938, "decode.d5.loss_cls": 0.9170277118682861, "decode.d5.loss_mask": 0.8058516085147858, "decode.d5.loss_dice": 1.0424713611602783, "decode.d6.loss_cls": 0.9377015769481659, "decode.d6.loss_mask": 0.7836979448795318, "decode.d6.loss_dice": 0.9953858971595764, "decode.d7.loss_cls": 0.9053346276283264, "decode.d7.loss_mask": 0.7926861584186554, "decode.d7.loss_dice": 1.0155118584632874, "decode.d8.loss_cls": 0.9134021639823914, "decode.d8.loss_mask": 0.7885081171989441, "decode.d8.loss_dice": 1.0665941834449768, "time": 0.5286483526229858, "memory": 7215, "step": 14150}
{"lr": 9.197636252052085e-06, "data_time": 0.008598685264587402, "grad_norm": 93.99836883544921, "loss": 37.263180351257326, "decode.loss_cls": 1.0791691988706589, "decode.loss_mask": 0.8591476559638977, "decode.loss_dice": 1.5090430289506913, "decode.d0.loss_cls": 2.7592383503913878, "decode.d0.loss_mask": 0.9567914307117462, "decode.d0.loss_dice": 1.7810452252626419, "decode.d1.loss_cls": 1.3303352475166321, "decode.d1.loss_mask": 0.8607399165630341, "decode.d1.loss_dice": 1.6791157126426697, "decode.d2.loss_cls": 1.2028472423553467, "decode.d2.loss_mask": 0.858396303653717, "decode.d2.loss_dice": 1.5427310019731522, "decode.d3.loss_cls": 1.1442863047122955, "decode.d3.loss_mask": 0.8564851433038712, "decode.d3.loss_dice": 1.5446809262037278, "decode.d4.loss_cls": 1.1136003941297532, "decode.d4.loss_mask": 0.8428761988878251, "decode.d4.loss_dice": 1.5154820322990417, "decode.d5.loss_cls": 1.143832278251648, "decode.d5.loss_mask": 0.8224734455347061, "decode.d5.loss_dice": 1.470323371887207, "decode.d6.loss_cls": 1.1387783676385879, "decode.d6.loss_mask": 0.8682245820760727, "decode.d6.loss_dice": 1.518796169757843, "decode.d7.loss_cls": 1.0637931048870086, "decode.d7.loss_mask": 0.8624367505311966, "decode.d7.loss_dice": 1.5051442116498948, "decode.d8.loss_cls": 1.0486559361219405, "decode.d8.loss_mask": 0.877987164258957, "decode.d8.loss_dice": 1.5067244529724122, "time": 0.5271475791931153, "memory": 7228, "step": 14200}
{"lr": 9.194797426749092e-06, "data_time": 0.008675765991210938, "grad_norm": 89.31628723144532, "loss": 35.88654193878174, "decode.loss_cls": 1.2022479474544525, "decode.loss_mask": 0.8930456548929214, "decode.loss_dice": 1.2671673595905304, "decode.d0.loss_cls": 2.698451519012451, "decode.d0.loss_mask": 0.9528141498565674, "decode.d0.loss_dice": 1.5146720945835113, "decode.d1.loss_cls": 1.3118157386779785, "decode.d1.loss_mask": 0.95836720764637, "decode.d1.loss_dice": 1.3694255709648133, "decode.d2.loss_cls": 1.2355628103017806, "decode.d2.loss_mask": 0.9453704655170441, "decode.d2.loss_dice": 1.2934664845466615, "decode.d3.loss_cls": 1.218022558093071, "decode.d3.loss_mask": 0.8810911118984223, "decode.d3.loss_dice": 1.2786986708641053, "decode.d4.loss_cls": 1.1795310109853745, "decode.d4.loss_mask": 0.9042664557695389, "decode.d4.loss_dice": 1.3137822270393371, "decode.d5.loss_cls": 1.2517861738801002, "decode.d5.loss_mask": 0.8758657872676849, "decode.d5.loss_dice": 1.2943994224071502, "decode.d6.loss_cls": 1.1616586804389955, "decode.d6.loss_mask": 0.8829484671354294, "decode.d6.loss_dice": 1.2751016199588776, "decode.d7.loss_cls": 1.1743799149990082, "decode.d7.loss_mask": 0.903664818406105, "decode.d7.loss_dice": 1.2830377161502837, "decode.d8.loss_cls": 1.1752635389566422, "decode.d8.loss_mask": 0.9111432582139969, "decode.d8.loss_dice": 1.2794936180114747, "time": 0.5293580055236816, "memory": 7276, "step": 14250}
{"lr": 9.19195850405762e-06, "data_time": 0.00871739387512207, "grad_norm": 87.83251571655273, "loss": 26.741990852355958, "decode.loss_cls": 0.8384662657976151, "decode.loss_mask": 0.6734383285045624, "decode.loss_dice": 0.9394663482904434, "decode.d0.loss_cls": 2.460228669643402, "decode.d0.loss_mask": 0.6879375815391541, "decode.d0.loss_dice": 1.0209813117980957, "decode.d1.loss_cls": 1.0181735634803772, "decode.d1.loss_mask": 0.6696306467056274, "decode.d1.loss_dice": 0.979757571220398, "decode.d2.loss_cls": 0.9485360085964203, "decode.d2.loss_mask": 0.6710545063018799, "decode.d2.loss_dice": 0.9379618376493454, "decode.d3.loss_cls": 0.841126823425293, "decode.d3.loss_mask": 0.6715641170740128, "decode.d3.loss_dice": 0.957154068350792, "decode.d4.loss_cls": 0.8498474389314652, "decode.d4.loss_mask": 0.6589690119028091, "decode.d4.loss_dice": 0.9734440505504608, "decode.d5.loss_cls": 0.8766191512346267, "decode.d5.loss_mask": 0.6724666446447373, "decode.d5.loss_dice": 0.9723558098077774, "decode.d6.loss_cls": 0.8280822247266769, "decode.d6.loss_mask": 0.6850425839424134, "decode.d6.loss_dice": 0.9609609231352806, "decode.d7.loss_cls": 0.839759236574173, "decode.d7.loss_mask": 0.6711965262889862, "decode.d7.loss_dice": 0.955989383161068, "decode.d8.loss_cls": 0.8626342624425888, "decode.d8.loss_mask": 0.6731150925159455, "decode.d8.loss_dice": 0.9460295975208283, "time": 0.55446457862854, "memory": 7264, "step": 14300}
{"lr": 9.189119483940916e-06, "data_time": 0.008823776245117187, "grad_norm": 87.78882904052735, "loss": 33.835860347747804, "decode.loss_cls": 1.0451685622334481, "decode.loss_mask": 0.7382669240236283, "decode.loss_dice": 1.359775471687317, "decode.d0.loss_cls": 2.547348880767822, "decode.d0.loss_mask": 0.7946392267942428, "decode.d0.loss_dice": 1.5237615883350373, "decode.d1.loss_cls": 1.0286239206790924, "decode.d1.loss_mask": 0.7924354344606399, "decode.d1.loss_dice": 1.450334644317627, "decode.d2.loss_cls": 1.1597982570528984, "decode.d2.loss_mask": 0.7566418409347534, "decode.d2.loss_dice": 1.3626492828130723, "decode.d3.loss_cls": 1.0977229177951813, "decode.d3.loss_mask": 0.7699437528848648, "decode.d3.loss_dice": 1.356914108991623, "decode.d4.loss_cls": 1.0782579228281974, "decode.d4.loss_mask": 0.7718004792928695, "decode.d4.loss_dice": 1.408465912938118, "decode.d5.loss_cls": 1.0786907270550727, "decode.d5.loss_mask": 0.7517345368862152, "decode.d5.loss_dice": 1.3829472064971924, "decode.d6.loss_cls": 1.0735325247049332, "decode.d6.loss_mask": 0.760405832529068, "decode.d6.loss_dice": 1.3762613832950592, "decode.d7.loss_cls": 1.0242992088198661, "decode.d7.loss_mask": 0.760165673494339, "decode.d7.loss_dice": 1.394671693444252, "decode.d8.loss_cls": 1.051521933078766, "decode.d8.loss_mask": 0.7603275537490845, "decode.d8.loss_dice": 1.3787525117397308, "time": 0.5297500610351562, "memory": 7257, "step": 14350}
{"lr": 9.186280366362183e-06, "data_time": 0.008786463737487793, "grad_norm": 90.80991897583007, "loss": 29.486583042144776, "decode.loss_cls": 1.1347790151834487, "decode.loss_mask": 0.6412552952766418, "decode.loss_dice": 1.000410857796669, "decode.d0.loss_cls": 2.634163427352905, "decode.d0.loss_mask": 0.7064526200294494, "decode.d0.loss_dice": 1.1197869420051574, "decode.d1.loss_cls": 1.2446728765964508, "decode.d1.loss_mask": 0.7189030826091767, "decode.d1.loss_dice": 1.1007592737674714, "decode.d2.loss_cls": 1.1296936333179475, "decode.d2.loss_mask": 0.6485897392034531, "decode.d2.loss_dice": 0.9994032442569732, "decode.d3.loss_cls": 1.095507526397705, "decode.d3.loss_mask": 0.6525375664234161, "decode.d3.loss_dice": 1.0099509745836257, "decode.d4.loss_cls": 1.108737263083458, "decode.d4.loss_mask": 0.6457580775022507, "decode.d4.loss_dice": 0.9935029864311218, "decode.d5.loss_cls": 1.079056203365326, "decode.d5.loss_mask": 0.6705401301383972, "decode.d5.loss_dice": 1.0036269932985307, "decode.d6.loss_cls": 1.0713355749845506, "decode.d6.loss_mask": 0.6440697580575943, "decode.d6.loss_dice": 0.9644237965345382, "decode.d7.loss_cls": 1.1237414270639419, "decode.d7.loss_mask": 0.6403808772563935, "decode.d7.loss_dice": 0.9741404265165329, "decode.d8.loss_cls": 1.0981950491666794, "decode.d8.loss_mask": 0.6550914764404296, "decode.d8.loss_dice": 0.9771166801452636, "time": 0.5282918214797974, "memory": 7190, "step": 14400}
{"lr": 9.183441151284595e-06, "data_time": 0.00919191837310791, "grad_norm": 89.40543975830079, "loss": 29.7413688659668, "decode.loss_cls": 1.109893974661827, "decode.loss_mask": 0.7820574760437011, "decode.loss_dice": 0.9507368624210357, "decode.d0.loss_cls": 2.3400161147117613, "decode.d0.loss_mask": 0.8382614493370056, "decode.d0.loss_dice": 1.1192043483257295, "decode.d1.loss_cls": 1.1558182775974273, "decode.d1.loss_mask": 0.7892040729522705, "decode.d1.loss_dice": 0.9849097758531571, "decode.d2.loss_cls": 1.0429532572627067, "decode.d2.loss_mask": 0.7970637679100037, "decode.d2.loss_dice": 0.9611843347549438, "decode.d3.loss_cls": 1.0812782645225525, "decode.d3.loss_mask": 0.7698694288730621, "decode.d3.loss_dice": 0.9275775969028472, "decode.d4.loss_cls": 1.126184779405594, "decode.d4.loss_mask": 0.7695059180259705, "decode.d4.loss_dice": 0.9348571091890335, "decode.d5.loss_cls": 1.0319984138011933, "decode.d5.loss_mask": 0.8105561077594757, "decode.d5.loss_dice": 0.9723259806632996, "decode.d6.loss_cls": 1.0461959391832352, "decode.d6.loss_mask": 0.8080038487911224, "decode.d6.loss_dice": 0.9237099528312683, "decode.d7.loss_cls": 1.0815606534481048, "decode.d7.loss_mask": 0.798109894990921, "decode.d7.loss_dice": 0.9892533630132675, "decode.d8.loss_cls": 1.0687834471464157, "decode.d8.loss_mask": 0.7847612917423248, "decode.d8.loss_dice": 0.9455334305763244, "time": 0.5271421432495117, "memory": 7286, "step": 14450}
{"lr": 9.180601838671327e-06, "data_time": 0.009218955039978027, "grad_norm": 95.30005645751953, "loss": 38.29923076629639, "decode.loss_cls": 1.1157163485884667, "decode.loss_mask": 1.0707023322582245, "decode.loss_dice": 1.4061111062765121, "decode.d0.loss_cls": 2.726961386203766, "decode.d0.loss_mask": 0.9689813256263733, "decode.d0.loss_dice": 1.6835376173257828, "decode.d1.loss_cls": 1.4016032367944717, "decode.d1.loss_mask": 1.025248196721077, "decode.d1.loss_dice": 1.563770204782486, "decode.d2.loss_cls": 1.2147130385041236, "decode.d2.loss_mask": 1.0307131111621857, "decode.d2.loss_dice": 1.4906654477119445, "decode.d3.loss_cls": 1.2647248953580856, "decode.d3.loss_mask": 0.9798564374446869, "decode.d3.loss_dice": 1.4773711919784547, "decode.d4.loss_cls": 1.1420486003160477, "decode.d4.loss_mask": 1.0304539799690247, "decode.d4.loss_dice": 1.4649950712919235, "decode.d5.loss_cls": 1.142176580429077, "decode.d5.loss_mask": 1.0261026680469514, "decode.d5.loss_dice": 1.3986631423234939, "decode.d6.loss_cls": 1.0898496434092522, "decode.d6.loss_mask": 1.0322936922311783, "decode.d6.loss_dice": 1.427060329914093, "decode.d7.loss_cls": 1.0855888590216636, "decode.d7.loss_mask": 1.0515645503997804, "decode.d7.loss_dice": 1.4201808243989944, "decode.d8.loss_cls": 1.1590623006224632, "decode.d8.loss_mask": 1.0116023123264313, "decode.d8.loss_dice": 1.3969127535820007, "time": 0.5310950994491577, "memory": 7230, "step": 14500}
{"lr": 9.177762428485487e-06, "data_time": 0.009068608283996582, "grad_norm": 100.78040237426758, "loss": 28.87880344390869, "decode.loss_cls": 0.9725320965051651, "decode.loss_mask": 0.7256062597036361, "decode.loss_dice": 1.0094000011682511, "decode.d0.loss_cls": 2.2458167910575866, "decode.d0.loss_mask": 0.753229409456253, "decode.d0.loss_dice": 1.1131848990917206, "decode.d1.loss_cls": 1.0020340144634248, "decode.d1.loss_mask": 0.7785989582538605, "decode.d1.loss_dice": 1.1022908627986907, "decode.d2.loss_cls": 1.0131309092044831, "decode.d2.loss_mask": 0.7464863896369934, "decode.d2.loss_dice": 1.078881350159645, "decode.d3.loss_cls": 0.9938119351863861, "decode.d3.loss_mask": 0.7516165882349014, "decode.d3.loss_dice": 1.050988683104515, "decode.d4.loss_cls": 1.0345423519611359, "decode.d4.loss_mask": 0.7455958187580108, "decode.d4.loss_dice": 1.0268992006778717, "decode.d5.loss_cls": 0.9711337387561798, "decode.d5.loss_mask": 0.7349277913570404, "decode.d5.loss_dice": 1.0356008023023606, "decode.d6.loss_cls": 0.990634310245514, "decode.d6.loss_mask": 0.7189033418893814, "decode.d6.loss_dice": 0.9766274690628052, "decode.d7.loss_cls": 0.9198861747980118, "decode.d7.loss_mask": 0.7248554199934005, "decode.d7.loss_dice": 0.9913534760475159, "decode.d8.loss_cls": 0.961665827035904, "decode.d8.loss_mask": 0.710593718290329, "decode.d8.loss_dice": 0.9979754835367203, "time": 0.5287905216217041, "memory": 7226, "step": 14550}
{"lr": 9.174922920690203e-06, "data_time": 0.009139919281005859, "grad_norm": 98.95808486938476, "loss": 34.426469039916995, "decode.loss_cls": 1.003034669160843, "decode.loss_mask": 0.8343192338943481, "decode.loss_dice": 1.3361773073673249, "decode.d0.loss_cls": 2.47864111661911, "decode.d0.loss_mask": 0.900605422258377, "decode.d0.loss_dice": 1.6343538761138916, "decode.d1.loss_cls": 1.331311446428299, "decode.d1.loss_mask": 0.8611692458391189, "decode.d1.loss_dice": 1.4464513778686523, "decode.d2.loss_cls": 1.110678070783615, "decode.d2.loss_mask": 0.8330458164215088, "decode.d2.loss_dice": 1.3525042593479157, "decode.d3.loss_cls": 1.018713817000389, "decode.d3.loss_mask": 0.8441613644361496, "decode.d3.loss_dice": 1.3559957653284074, "decode.d4.loss_cls": 1.0373245745897293, "decode.d4.loss_mask": 0.8449382603168487, "decode.d4.loss_dice": 1.342526450753212, "decode.d5.loss_cls": 1.060965096950531, "decode.d5.loss_mask": 0.8565175831317902, "decode.d5.loss_dice": 1.338611102104187, "decode.d6.loss_cls": 1.0044485688209535, "decode.d6.loss_mask": 0.8478205502033234, "decode.d6.loss_dice": 1.3371290266513824, "decode.d7.loss_cls": 1.0459964245557785, "decode.d7.loss_mask": 0.8307640790939331, "decode.d7.loss_dice": 1.3215752005577088, "decode.d8.loss_cls": 1.0463314980268479, "decode.d8.loss_mask": 0.8247499406337738, "decode.d8.loss_dice": 1.345609611272812, "time": 0.5551808118820191, "memory": 7217, "step": 14600}
{"lr": 9.172083315248544e-06, "data_time": 0.009139060974121094, "grad_norm": 87.3168441772461, "loss": 33.39239940643311, "decode.loss_cls": 1.0446584165096282, "decode.loss_mask": 0.7617334753274918, "decode.loss_dice": 1.3161813765764236, "decode.d0.loss_cls": 2.551317536830902, "decode.d0.loss_mask": 0.8148813217878341, "decode.d0.loss_dice": 1.4809879571199418, "decode.d1.loss_cls": 1.1596313178539277, "decode.d1.loss_mask": 0.7801003947854042, "decode.d1.loss_dice": 1.3860079646110535, "decode.d2.loss_cls": 1.10837424993515, "decode.d2.loss_mask": 0.7278496354818345, "decode.d2.loss_dice": 1.3987127542495728, "decode.d3.loss_cls": 1.0313413858413696, "decode.d3.loss_mask": 0.7647850394248963, "decode.d3.loss_dice": 1.3454046815633773, "decode.d4.loss_cls": 1.0449831545352937, "decode.d4.loss_mask": 0.7753050446510314, "decode.d4.loss_dice": 1.352423146367073, "decode.d5.loss_cls": 1.056298017501831, "decode.d5.loss_mask": 0.7404195427894592, "decode.d5.loss_dice": 1.3104076743125916, "decode.d6.loss_cls": 1.0258443415164948, "decode.d6.loss_mask": 0.7713251382112503, "decode.d6.loss_dice": 1.3536129206418992, "decode.d7.loss_cls": 1.0243691742420196, "decode.d7.loss_mask": 0.7736828535795212, "decode.d7.loss_dice": 1.3333524286746978, "decode.d8.loss_cls": 1.0657285571098327, "decode.d8.loss_mask": 0.767898565530777, "decode.d8.loss_dice": 1.3247810304164886, "time": 0.5264132499694825, "memory": 7186, "step": 14650}
{"lr": 9.169243612123558e-06, "data_time": 0.009010100364685058, "grad_norm": 84.26871604919434, "loss": 34.92226314544678, "decode.loss_cls": 1.0005109071731568, "decode.loss_mask": 0.8589172065258026, "decode.loss_dice": 1.3300173372030257, "decode.d0.loss_cls": 2.6317176818847656, "decode.d0.loss_mask": 0.9206839889287949, "decode.d0.loss_dice": 1.5329995512962342, "decode.d1.loss_cls": 1.2628581285476685, "decode.d1.loss_mask": 0.8993056178092956, "decode.d1.loss_dice": 1.4415610671043395, "decode.d2.loss_cls": 1.1811217010021209, "decode.d2.loss_mask": 0.8419677138328552, "decode.d2.loss_dice": 1.3748646885156632, "decode.d3.loss_cls": 1.0898606777191162, "decode.d3.loss_mask": 0.8573826074600219, "decode.d3.loss_dice": 1.3756549388170243, "decode.d4.loss_cls": 1.0661444246768952, "decode.d4.loss_mask": 0.8548152089118958, "decode.d4.loss_dice": 1.376720240712166, "decode.d5.loss_cls": 1.0692658722400665, "decode.d5.loss_mask": 0.8723452091217041, "decode.d5.loss_dice": 1.343702307343483, "decode.d6.loss_cls": 1.0490045547485352, "decode.d6.loss_mask": 0.8736090064048767, "decode.d6.loss_dice": 1.3497865825891495, "decode.d7.loss_cls": 1.022418361902237, "decode.d7.loss_mask": 0.8755444020032883, "decode.d7.loss_dice": 1.336014273762703, "decode.d8.loss_cls": 1.0153929501771928, "decode.d8.loss_mask": 0.8713518589735031, "decode.d8.loss_dice": 1.3467242777347566, "time": 0.5281789302825928, "memory": 7207, "step": 14700}
{"lr": 9.166403811278266e-06, "data_time": 0.00914170742034912, "grad_norm": 99.28008422851562, "loss": 32.94460792541504, "decode.loss_cls": 1.0652858078479768, "decode.loss_mask": 0.8389810547232628, "decode.loss_dice": 1.081521490216255, "decode.d0.loss_cls": 2.713120722770691, "decode.d0.loss_mask": 0.9387968003749847, "decode.d0.loss_dice": 1.393675535917282, "decode.d1.loss_cls": 1.2590096414089202, "decode.d1.loss_mask": 0.9287825435400009, "decode.d1.loss_dice": 1.2257992655038834, "decode.d2.loss_cls": 1.1452879190444947, "decode.d2.loss_mask": 0.8549442425370216, "decode.d2.loss_dice": 1.1704768925905227, "decode.d3.loss_cls": 1.1352559328079224, "decode.d3.loss_mask": 0.8703934043645859, "decode.d3.loss_dice": 1.1089307814836502, "decode.d4.loss_cls": 1.094332867860794, "decode.d4.loss_mask": 0.8414138853549957, "decode.d4.loss_dice": 1.145260003209114, "decode.d5.loss_cls": 1.04269899725914, "decode.d5.loss_mask": 0.8678389877080918, "decode.d5.loss_dice": 1.1497889548540114, "decode.d6.loss_cls": 1.0409243822097778, "decode.d6.loss_mask": 0.8709244579076767, "decode.d6.loss_dice": 1.1047906041145326, "decode.d7.loss_cls": 1.080191195011139, "decode.d7.loss_mask": 0.8460300758481025, "decode.d7.loss_dice": 1.1201113671064378, "decode.d8.loss_cls": 1.0560856580734252, "decode.d8.loss_mask": 0.843245056271553, "decode.d8.loss_dice": 1.110708311200142, "time": 0.5283463716506958, "memory": 7255, "step": 14750}
{"lr": 9.163563912675668e-06, "data_time": 0.008877158164978027, "grad_norm": 88.81943359375, "loss": 38.85820150375366, "decode.loss_cls": 1.0573857486248017, "decode.loss_mask": 0.9733080923557281, "decode.loss_dice": 1.6050997078418732, "decode.d0.loss_cls": 2.521490919589996, "decode.d0.loss_mask": 0.9981068849563599, "decode.d0.loss_dice": 1.7786296963691712, "decode.d1.loss_cls": 1.201720404624939, "decode.d1.loss_mask": 0.9698851317167282, "decode.d1.loss_dice": 1.6753821313381194, "decode.d2.loss_cls": 1.0852893233299254, "decode.d2.loss_mask": 0.9713389337062835, "decode.d2.loss_dice": 1.6535253643989563, "decode.d3.loss_cls": 1.1331080615520477, "decode.d3.loss_mask": 0.9952769935131073, "decode.d3.loss_dice": 1.6185759454965591, "decode.d4.loss_cls": 1.1211016565561294, "decode.d4.loss_mask": 0.9770334988832474, "decode.d4.loss_dice": 1.6516541332006454, "decode.d5.loss_cls": 1.0545008689165116, "decode.d5.loss_mask": 0.9881853401660919, "decode.d5.loss_dice": 1.6498457670211792, "decode.d6.loss_cls": 1.082074549794197, "decode.d6.loss_mask": 1.0086242854595184, "decode.d6.loss_dice": 1.6513077110052108, "decode.d7.loss_cls": 1.0959883779287338, "decode.d7.loss_mask": 1.0051967561244965, "decode.d7.loss_dice": 1.6408349484205247, "decode.d8.loss_cls": 1.1072047710418702, "decode.d8.loss_mask": 0.9785930454730988, "decode.d8.loss_dice": 1.6079340070486068, "time": 0.5293809413909912, "memory": 7196, "step": 14800}
{"lr": 9.160723916278729e-06, "data_time": 0.009264254570007324, "grad_norm": 91.11117553710938, "loss": 36.27945137023926, "decode.loss_cls": 1.3337918162345885, "decode.loss_mask": 0.8218662828207016, "decode.loss_dice": 1.2207953214645386, "decode.d0.loss_cls": 2.399906635284424, "decode.d0.loss_mask": 0.9497291088104248, "decode.d0.loss_dice": 1.4520128309726714, "decode.d1.loss_cls": 1.4731681644916534, "decode.d1.loss_mask": 0.8510432928800583, "decode.d1.loss_dice": 1.3738715797662735, "decode.d2.loss_cls": 1.4199680432677269, "decode.d2.loss_mask": 0.8300305366516113, "decode.d2.loss_dice": 1.3377926528453827, "decode.d3.loss_cls": 1.2971938297152519, "decode.d3.loss_mask": 0.9054658055305481, "decode.d3.loss_dice": 1.3138319551944733, "decode.d4.loss_cls": 1.3195637419819832, "decode.d4.loss_mask": 0.888686540722847, "decode.d4.loss_dice": 1.289498284459114, "decode.d5.loss_cls": 1.3559119641780852, "decode.d5.loss_mask": 0.8589750051498413, "decode.d5.loss_dice": 1.2718184858560562, "decode.d6.loss_cls": 1.3353935301303863, "decode.d6.loss_mask": 0.8587127134203911, "decode.d6.loss_dice": 1.2581575527787208, "decode.d7.loss_cls": 1.3360799551010132, "decode.d7.loss_mask": 0.8601829588413239, "decode.d7.loss_dice": 1.2412453532218932, "decode.d8.loss_cls": 1.3459028407931328, "decode.d8.loss_mask": 0.8301805585622788, "decode.d8.loss_dice": 1.248673403263092, "time": 0.5531074523925781, "memory": 7296, "step": 14850}
{"lr": 9.1578838220504e-06, "data_time": 0.009294271469116211, "grad_norm": 92.12080993652344, "loss": 37.19143199920654, "decode.loss_cls": 1.4424052655696868, "decode.loss_mask": 0.8559958517551423, "decode.loss_dice": 1.279920357465744, "decode.d0.loss_cls": 2.647172522544861, "decode.d0.loss_mask": 0.9322232842445374, "decode.d0.loss_dice": 1.516884446144104, "decode.d1.loss_cls": 1.485528028011322, "decode.d1.loss_mask": 0.9107577502727509, "decode.d1.loss_dice": 1.449830949306488, "decode.d2.loss_cls": 1.4610734909772873, "decode.d2.loss_mask": 0.82446129322052, "decode.d2.loss_dice": 1.3358056485652923, "decode.d3.loss_cls": 1.3564396917819976, "decode.d3.loss_mask": 0.824160349369049, "decode.d3.loss_dice": 1.2757692813873291, "decode.d4.loss_cls": 1.3297924727201462, "decode.d4.loss_mask": 0.8654086589813232, "decode.d4.loss_dice": 1.3081414163112641, "decode.d5.loss_cls": 1.3547378063201905, "decode.d5.loss_mask": 0.8872921943664551, "decode.d5.loss_dice": 1.2950123608112336, "decode.d6.loss_cls": 1.3193993657827376, "decode.d6.loss_mask": 0.8617699861526489, "decode.d6.loss_dice": 1.282558900117874, "decode.d7.loss_cls": 1.3973819047212601, "decode.d7.loss_mask": 0.869425755739212, "decode.d7.loss_dice": 1.2710767149925233, "decode.d8.loss_cls": 1.3509952932596208, "decode.d8.loss_mask": 0.8710141777992249, "decode.d8.loss_dice": 1.3289970576763153, "time": 0.529406476020813, "memory": 7253, "step": 14900}
{"lr": 9.15504362995358e-06, "data_time": 0.009047222137451173, "grad_norm": 109.8576229095459, "loss": 36.16083707809448, "decode.loss_cls": 1.1093294709920882, "decode.loss_mask": 0.8493418991565704, "decode.loss_dice": 1.3921488523483276, "decode.d0.loss_cls": 2.6636281490325926, "decode.d0.loss_mask": 0.9034512579441071, "decode.d0.loss_dice": 1.68441661298275, "decode.d1.loss_cls": 1.287203499674797, "decode.d1.loss_mask": 0.8991415202617645, "decode.d1.loss_dice": 1.570709764957428, "decode.d2.loss_cls": 1.2240596055984496, "decode.d2.loss_mask": 0.8458745837211609, "decode.d2.loss_dice": 1.430851686000824, "decode.d3.loss_cls": 1.1402838379144669, "decode.d3.loss_mask": 0.8717824339866638, "decode.d3.loss_dice": 1.4157562017440797, "decode.d4.loss_cls": 1.1302156239748, "decode.d4.loss_mask": 0.8667796313762665, "decode.d4.loss_dice": 1.3906545668840409, "decode.d5.loss_cls": 1.0957815945148468, "decode.d5.loss_mask": 0.8523379772901535, "decode.d5.loss_dice": 1.4014363586902618, "decode.d6.loss_cls": 1.1504983395338058, "decode.d6.loss_mask": 0.8399007797241211, "decode.d6.loss_dice": 1.3970803022384644, "decode.d7.loss_cls": 1.0935851037502289, "decode.d7.loss_mask": 0.8383346796035767, "decode.d7.loss_dice": 1.419875931739807, "decode.d8.loss_cls": 1.1448214799165726, "decode.d8.loss_mask": 0.8391011565923691, "decode.d8.loss_dice": 1.4124542355537415, "time": 0.5287328720092773, "memory": 7273, "step": 14950}
{"lr": 9.152203339951181e-06, "data_time": 0.009084773063659669, "grad_norm": 90.07160263061523, "loss": 32.916888046264646, "decode.loss_cls": 0.9541568458080292, "decode.loss_mask": 0.9187167823314667, "decode.loss_dice": 1.2274968057870865, "decode.d0.loss_cls": 2.221311795711517, "decode.d0.loss_mask": 0.9648887768387795, "decode.d0.loss_dice": 1.3745538949966432, "decode.d1.loss_cls": 1.042422041296959, "decode.d1.loss_mask": 0.9219941183924675, "decode.d1.loss_dice": 1.2973610043525696, "decode.d2.loss_cls": 1.0067323207855225, "decode.d2.loss_mask": 0.9130136728286743, "decode.d2.loss_dice": 1.2356888085603714, "decode.d3.loss_cls": 1.0505205124616623, "decode.d3.loss_mask": 0.927633598446846, "decode.d3.loss_dice": 1.2291692823171616, "decode.d4.loss_cls": 0.989914384484291, "decode.d4.loss_mask": 0.9447908446192741, "decode.d4.loss_dice": 1.2316428989171981, "decode.d5.loss_cls": 0.9924833863973618, "decode.d5.loss_mask": 0.9029234111309051, "decode.d5.loss_dice": 1.231805431842804, "decode.d6.loss_cls": 0.9760787785053253, "decode.d6.loss_mask": 0.9230974793434144, "decode.d6.loss_dice": 1.2353674948215485, "decode.d7.loss_cls": 0.9658745288848877, "decode.d7.loss_mask": 0.9206440702080727, "decode.d7.loss_dice": 1.2332878351211547, "decode.d8.loss_cls": 0.9240886569023132, "decode.d8.loss_mask": 0.9219280421733856, "decode.d8.loss_dice": 1.2372987747192383, "time": 0.5279299974441528, "memory": 7187, "step": 15000}
{"aAcc": 81.39, "mIoU": 44.8, "mAcc": 59.4, "data_time": 0.0019452438886422086, "time": 0.18428521422275984, "step": 15000}
{"lr": 9.149362952006052e-06, "data_time": 0.00855553150177002, "grad_norm": 84.19457359313965, "loss": 30.130581188201905, "decode.loss_cls": 1.016258892416954, "decode.loss_mask": 0.6241751134395599, "decode.loss_dice": 1.0520291402935982, "decode.d0.loss_cls": 2.847545862197876, "decode.d0.loss_mask": 0.6855440154671669, "decode.d0.loss_dice": 1.3694181472063065, "decode.d1.loss_cls": 1.2846144318580628, "decode.d1.loss_mask": 0.6296474263072014, "decode.d1.loss_dice": 1.22518839687109, "decode.d2.loss_cls": 1.1437383353710175, "decode.d2.loss_mask": 0.6093914538621903, "decode.d2.loss_dice": 1.141516050696373, "decode.d3.loss_cls": 1.0319187939167023, "decode.d3.loss_mask": 0.634871469438076, "decode.d3.loss_dice": 1.1091772332787513, "decode.d4.loss_cls": 1.0305961892008781, "decode.d4.loss_mask": 0.6693349987268448, "decode.d4.loss_dice": 1.1137166351079941, "decode.d5.loss_cls": 1.050085036456585, "decode.d5.loss_mask": 0.6285423204302788, "decode.d5.loss_dice": 1.0990442216396332, "decode.d6.loss_cls": 1.0226351991295815, "decode.d6.loss_mask": 0.623841181397438, "decode.d6.loss_dice": 1.062579093873501, "decode.d7.loss_cls": 1.028928780555725, "decode.d7.loss_mask": 0.6174248456954956, "decode.d7.loss_dice": 1.0659605830907821, "decode.d8.loss_cls": 1.0025107756257057, "decode.d8.loss_mask": 0.629533925652504, "decode.d8.loss_dice": 1.0808136254549026, "time": 0.5272155046463013, "memory": 7179, "step": 15050}
{"lr": 9.146522466081048e-06, "data_time": 0.008813858032226562, "grad_norm": 82.81988677978515, "loss": 29.010491180419923, "decode.loss_cls": 0.9315389841794968, "decode.loss_mask": 0.8007068008184433, "decode.loss_dice": 1.043250721693039, "decode.d0.loss_cls": 2.280195689201355, "decode.d0.loss_mask": 0.792906579375267, "decode.d0.loss_dice": 1.179025900363922, "decode.d1.loss_cls": 1.0211096972227096, "decode.d1.loss_mask": 0.7530136406421661, "decode.d1.loss_dice": 1.0676808416843415, "decode.d2.loss_cls": 0.9201065868139267, "decode.d2.loss_mask": 0.7205166578292846, "decode.d2.loss_dice": 1.031361472606659, "decode.d3.loss_cls": 0.869809889793396, "decode.d3.loss_mask": 0.7767505913972854, "decode.d3.loss_dice": 1.0358708262443543, "decode.d4.loss_cls": 0.8930191993713379, "decode.d4.loss_mask": 0.7545804291963577, "decode.d4.loss_dice": 1.0418484508991241, "decode.d5.loss_cls": 0.8896460175514221, "decode.d5.loss_mask": 0.7757034242153168, "decode.d5.loss_dice": 1.0489658057689666, "decode.d6.loss_cls": 0.9343637645244598, "decode.d6.loss_mask": 0.7897882014513016, "decode.d6.loss_dice": 1.0489546179771423, "decode.d7.loss_cls": 0.9209597557783127, "decode.d7.loss_mask": 0.8144817262887954, "decode.d7.loss_dice": 1.0688720285892486, "decode.d8.loss_cls": 0.9522315859794617, "decode.d8.loss_mask": 0.7995706856250763, "decode.d8.loss_dice": 1.0536605834960937, "time": 0.5279844760894775, "memory": 7238, "step": 15100}
{"lr": 9.143681882138948e-06, "data_time": 0.008987808227539062, "grad_norm": 95.72724761962891, "loss": 31.136395835876463, "decode.loss_cls": 1.037027481198311, "decode.loss_mask": 0.8714619666337967, "decode.loss_dice": 1.0031295120716095, "decode.d0.loss_cls": 2.3859918117523193, "decode.d0.loss_mask": 0.9754820585250854, "decode.d0.loss_dice": 1.2254227191209792, "decode.d1.loss_cls": 1.0879000425338745, "decode.d1.loss_mask": 0.9439443916082382, "decode.d1.loss_dice": 1.060411188006401, "decode.d2.loss_cls": 1.0178871661424638, "decode.d2.loss_mask": 0.9349465489387512, "decode.d2.loss_dice": 1.0527525424957276, "decode.d3.loss_cls": 1.0747858583927155, "decode.d3.loss_mask": 0.8613106191158295, "decode.d3.loss_dice": 0.9709713637828827, "decode.d4.loss_cls": 1.0737465977668763, "decode.d4.loss_mask": 0.8737266749143601, "decode.d4.loss_dice": 0.9922521710395813, "decode.d5.loss_cls": 1.0452477961778641, "decode.d5.loss_mask": 0.9101406872272492, "decode.d5.loss_dice": 0.98274647295475, "decode.d6.loss_cls": 1.0461929976940154, "decode.d6.loss_mask": 0.9052483201026916, "decode.d6.loss_dice": 0.9942821055650711, "decode.d7.loss_cls": 1.0166501164436341, "decode.d7.loss_mask": 0.9092905640602111, "decode.d7.loss_dice": 0.9949010103940964, "decode.d8.loss_cls": 1.0546698838472366, "decode.d8.loss_mask": 0.8703166365623474, "decode.d8.loss_dice": 0.9635581791400909, "time": 0.5551214694976807, "memory": 7233, "step": 15150}
{"lr": 9.14084120014255e-06, "data_time": 0.008507418632507324, "grad_norm": 92.41499710083008, "loss": 36.47713088989258, "decode.loss_cls": 1.053259974718094, "decode.loss_mask": 0.9097274661064148, "decode.loss_dice": 1.4331791192293166, "decode.d0.loss_cls": 2.5361796736717226, "decode.d0.loss_mask": 0.9636404514312744, "decode.d0.loss_dice": 1.6530530989170074, "decode.d1.loss_cls": 1.2291419684886933, "decode.d1.loss_mask": 0.9087989866733551, "decode.d1.loss_dice": 1.6031652212142944, "decode.d2.loss_cls": 1.0954006433486938, "decode.d2.loss_mask": 0.9428290486335754, "decode.d2.loss_dice": 1.5292702734470367, "decode.d3.loss_cls": 1.0327189683914184, "decode.d3.loss_mask": 0.9254914939403533, "decode.d3.loss_dice": 1.459618729352951, "decode.d4.loss_cls": 1.0464438140392303, "decode.d4.loss_mask": 0.914748814702034, "decode.d4.loss_dice": 1.4753844559192657, "decode.d5.loss_cls": 1.0668985843658447, "decode.d5.loss_mask": 0.9082016587257385, "decode.d5.loss_dice": 1.4247118473052978, "decode.d6.loss_cls": 1.1085358023643495, "decode.d6.loss_mask": 0.9030870079994202, "decode.d6.loss_dice": 1.4465193033218384, "decode.d7.loss_cls": 1.1008436560630799, "decode.d7.loss_mask": 0.8978722602128982, "decode.d7.loss_dice": 1.4442701518535614, "decode.d8.loss_cls": 1.1075943946838378, "decode.d8.loss_mask": 0.8918385565280914, "decode.d8.loss_dice": 1.4647050321102142, "time": 0.5277561902999878, "memory": 7169, "step": 15200}
{"lr": 9.138000420054609e-06, "data_time": 0.008580613136291503, "grad_norm": 88.9346824645996, "loss": 37.69980030059814, "decode.loss_cls": 1.0824729442596435, "decode.loss_mask": 0.8547111451625824, "decode.loss_dice": 1.583703738451004, "decode.d0.loss_cls": 2.779119551181793, "decode.d0.loss_mask": 0.9267303735017777, "decode.d0.loss_dice": 1.8609104990959167, "decode.d1.loss_cls": 1.248228633403778, "decode.d1.loss_mask": 0.9069568395614624, "decode.d1.loss_dice": 1.736057662963867, "decode.d2.loss_cls": 1.1346399009227752, "decode.d2.loss_mask": 0.9084264874458313, "decode.d2.loss_dice": 1.6648416817188263, "decode.d3.loss_cls": 1.0640094846487045, "decode.d3.loss_mask": 0.8608075201511383, "decode.d3.loss_dice": 1.6263058543205262, "decode.d4.loss_cls": 1.0818780958652496, "decode.d4.loss_mask": 0.8509977102279663, "decode.d4.loss_dice": 1.6297256469726562, "decode.d5.loss_cls": 1.0780810356140136, "decode.d5.loss_mask": 0.8638528823852539, "decode.d5.loss_dice": 1.6025130569934845, "decode.d6.loss_cls": 1.0369068920612334, "decode.d6.loss_mask": 0.8473096072673798, "decode.d6.loss_dice": 1.5772772192955018, "decode.d7.loss_cls": 0.9864057391881943, "decode.d7.loss_mask": 0.8549341708421707, "decode.d7.loss_dice": 1.5742294311523437, "decode.d8.loss_cls": 1.028298658132553, "decode.d8.loss_mask": 0.8595868676900864, "decode.d8.loss_dice": 1.5898808717727662, "time": 0.5283643245697022, "memory": 7238, "step": 15250}
{"lr": 9.135159541837862e-06, "data_time": 0.008695363998413086, "grad_norm": 94.90123634338379, "loss": 36.023485374450686, "decode.loss_cls": 1.091599941253662, "decode.loss_mask": 0.8340002298355103, "decode.loss_dice": 1.3776047825813293, "decode.d0.loss_cls": 2.722277808189392, "decode.d0.loss_mask": 0.9039950728416443, "decode.d0.loss_dice": 1.6636418610811234, "decode.d1.loss_cls": 1.2784006297588348, "decode.d1.loss_mask": 0.9048914253711701, "decode.d1.loss_dice": 1.5319859713315964, "decode.d2.loss_cls": 1.2433074861764908, "decode.d2.loss_mask": 0.812156742811203, "decode.d2.loss_dice": 1.4623392909765243, "decode.d3.loss_cls": 1.1783381938934325, "decode.d3.loss_mask": 0.8279916852712631, "decode.d3.loss_dice": 1.441680559515953, "decode.d4.loss_cls": 1.0885263785719872, "decode.d4.loss_mask": 0.8523935496807098, "decode.d4.loss_dice": 1.4466131210327149, "decode.d5.loss_cls": 1.181748703122139, "decode.d5.loss_mask": 0.8190967857837677, "decode.d5.loss_dice": 1.3728504538536073, "decode.d6.loss_cls": 1.133480742573738, "decode.d6.loss_mask": 0.8327477395534515, "decode.d6.loss_dice": 1.3668336808681487, "decode.d7.loss_cls": 1.128540739417076, "decode.d7.loss_mask": 0.8185342460870743, "decode.d7.loss_dice": 1.3741004288196563, "decode.d8.loss_cls": 1.1419312000274657, "decode.d8.loss_mask": 0.816087543964386, "decode.d8.loss_dice": 1.3757884740829467, "time": 0.5533669710159301, "memory": 7265, "step": 15300}
{"lr": 9.132318565454994e-06, "data_time": 0.008661031723022461, "grad_norm": 82.9870433807373, "loss": 31.809022235870362, "decode.loss_cls": 0.9306390464305878, "decode.loss_mask": 0.9039434760808944, "decode.loss_dice": 1.1715385556221007, "decode.d0.loss_cls": 2.261752390861511, "decode.d0.loss_mask": 0.8864050298929215, "decode.d0.loss_dice": 1.3847384572029113, "decode.d1.loss_cls": 1.0321939170360566, "decode.d1.loss_mask": 0.9241018056869507, "decode.d1.loss_dice": 1.2829364955425262, "decode.d2.loss_cls": 0.9747583568096161, "decode.d2.loss_mask": 0.9063342094421387, "decode.d2.loss_dice": 1.2262519419193267, "decode.d3.loss_cls": 0.9624497830867768, "decode.d3.loss_mask": 0.8985311478376389, "decode.d3.loss_dice": 1.1500407218933106, "decode.d4.loss_cls": 0.9420058026909828, "decode.d4.loss_mask": 0.9099503785371781, "decode.d4.loss_dice": 1.173127919435501, "decode.d5.loss_cls": 0.9545906335115433, "decode.d5.loss_mask": 0.8776468068361283, "decode.d5.loss_dice": 1.1506996214389802, "decode.d6.loss_cls": 0.934449028968811, "decode.d6.loss_mask": 0.9011288762092591, "decode.d6.loss_dice": 1.1632523119449616, "decode.d7.loss_cls": 0.8776222929358483, "decode.d7.loss_mask": 0.8929625779390336, "decode.d7.loss_dice": 1.1665688812732697, "decode.d8.loss_cls": 0.8705152302980423, "decode.d8.loss_mask": 0.9250070720911026, "decode.d8.loss_dice": 1.1728791117668151, "time": 0.5563835382461548, "memory": 7198, "step": 15350}
{"lr": 9.12947749086868e-06, "data_time": 0.008754491806030273, "grad_norm": 102.33891220092774, "loss": 34.72411823272705, "decode.loss_cls": 1.1880039602518082, "decode.loss_mask": 0.6837326347827911, "decode.loss_dice": 1.2692232429981232, "decode.d0.loss_cls": 2.8350865244865417, "decode.d0.loss_mask": 0.7025224268436432, "decode.d0.loss_dice": 1.609225606918335, "decode.d1.loss_cls": 1.4170715987682343, "decode.d1.loss_mask": 0.7082870602607727, "decode.d1.loss_dice": 1.4592337667942048, "decode.d2.loss_cls": 1.2733289659023286, "decode.d2.loss_mask": 0.7369372844696045, "decode.d2.loss_dice": 1.4047255218029022, "decode.d3.loss_cls": 1.2515620589256287, "decode.d3.loss_mask": 0.6363658219575882, "decode.d3.loss_dice": 1.313843423128128, "decode.d4.loss_cls": 1.2581337511539459, "decode.d4.loss_mask": 0.671126639842987, "decode.d4.loss_dice": 1.3452644348144531, "decode.d5.loss_cls": 1.2246616899967193, "decode.d5.loss_mask": 0.6576079249382019, "decode.d5.loss_dice": 1.3950054943561554, "decode.d6.loss_cls": 1.2159150540828705, "decode.d6.loss_mask": 0.6555533021688461, "decode.d6.loss_dice": 1.339267945289612, "decode.d7.loss_cls": 1.17969191968441, "decode.d7.loss_mask": 0.7006602078676224, "decode.d7.loss_dice": 1.3639599144458772, "decode.d8.loss_cls": 1.190185409784317, "decode.d8.loss_mask": 0.7119809210300445, "decode.d8.loss_dice": 1.3259542107582092, "time": 0.5524230241775513, "memory": 7264, "step": 15400}
{"lr": 9.126636318041578e-06, "data_time": 0.008886075019836426, "grad_norm": 89.48736190795898, "loss": 28.527749061584473, "decode.loss_cls": 1.0964692831039429, "decode.loss_mask": 0.685658460855484, "decode.loss_dice": 0.9026037395000458, "decode.d0.loss_cls": 2.587578558921814, "decode.d0.loss_mask": 0.6594040781259537, "decode.d0.loss_dice": 1.058817085623741, "decode.d1.loss_cls": 1.1074761509895326, "decode.d1.loss_mask": 0.6460752248764038, "decode.d1.loss_dice": 0.9557315647602082, "decode.d2.loss_cls": 1.11201631128788, "decode.d2.loss_mask": 0.6981246709823609, "decode.d2.loss_dice": 0.8937312334775924, "decode.d3.loss_cls": 1.177006995677948, "decode.d3.loss_mask": 0.6784687489271164, "decode.d3.loss_dice": 0.8672449618577958, "decode.d4.loss_cls": 0.9707454651594162, "decode.d4.loss_mask": 0.6837865293025971, "decode.d4.loss_dice": 0.9061295092105865, "decode.d5.loss_cls": 1.0922568678855895, "decode.d5.loss_mask": 0.6884886413812638, "decode.d5.loss_dice": 0.9082447290420532, "decode.d6.loss_cls": 1.087881365418434, "decode.d6.loss_mask": 0.6952779829502106, "decode.d6.loss_dice": 0.9037565529346466, "decode.d7.loss_cls": 1.1390526235103606, "decode.d7.loss_mask": 0.7077011436223983, "decode.d7.loss_dice": 0.8940689891576767, "decode.d8.loss_cls": 1.1366141200065614, "decode.d8.loss_mask": 0.6961184829473496, "decode.d8.loss_dice": 0.891219162940979, "time": 0.5257695436477661, "memory": 7209, "step": 15450}
{"lr": 9.123795046936307e-06, "data_time": 0.008688855171203613, "grad_norm": 86.42901153564453, "loss": 26.52727394104004, "decode.loss_cls": 0.8877976953983306, "decode.loss_mask": 0.7363456547260284, "decode.loss_dice": 0.829697722196579, "decode.d0.loss_cls": 2.1570975303649904, "decode.d0.loss_mask": 0.8325034976005554, "decode.d0.loss_dice": 0.9439889490604401, "decode.d1.loss_cls": 1.071493262052536, "decode.d1.loss_mask": 0.7669002741575242, "decode.d1.loss_dice": 0.9075348287820816, "decode.d2.loss_cls": 0.9478066116571426, "decode.d2.loss_mask": 0.7588446974754334, "decode.d2.loss_dice": 0.8477756917476654, "decode.d3.loss_cls": 0.9614021360874176, "decode.d3.loss_mask": 0.7164049655199051, "decode.d3.loss_dice": 0.8201107770204544, "decode.d4.loss_cls": 0.9227667450904846, "decode.d4.loss_mask": 0.7228567719459533, "decode.d4.loss_dice": 0.8167624562978745, "decode.d5.loss_cls": 0.9613396346569061, "decode.d5.loss_mask": 0.7106814026832581, "decode.d5.loss_dice": 0.8353272557258606, "decode.d6.loss_cls": 0.8977508962154388, "decode.d6.loss_mask": 0.7206785649061203, "decode.d6.loss_dice": 0.8231726944446563, "decode.d7.loss_cls": 0.9135070323944092, "decode.d7.loss_mask": 0.7290709853172302, "decode.d7.loss_dice": 0.8026072412729264, "decode.d8.loss_cls": 0.9677331745624542, "decode.d8.loss_mask": 0.7074305713176727, "decode.d8.loss_dice": 0.8098844349384308, "time": 0.5285706996917725, "memory": 7297, "step": 15500}
{"lr": 9.120953677515443e-06, "data_time": 0.008975911140441894, "grad_norm": 95.43428688049316, "loss": 30.334455299377442, "decode.loss_cls": 1.0074048161506652, "decode.loss_mask": 0.770072478055954, "decode.loss_dice": 1.0815708637237549, "decode.d0.loss_cls": 2.2193000674247743, "decode.d0.loss_mask": 0.7700438886880875, "decode.d0.loss_dice": 1.2934233903884889, "decode.d1.loss_cls": 1.2010270267724992, "decode.d1.loss_mask": 0.7622246086597443, "decode.d1.loss_dice": 1.1850870192050933, "decode.d2.loss_cls": 1.0350693136453628, "decode.d2.loss_mask": 0.7534806668758393, "decode.d2.loss_dice": 1.0647735476493836, "decode.d3.loss_cls": 1.029707106947899, "decode.d3.loss_mask": 0.7825426250696182, "decode.d3.loss_dice": 1.1021977484226226, "decode.d4.loss_cls": 0.9512385100126266, "decode.d4.loss_mask": 0.7726011097431182, "decode.d4.loss_dice": 1.1048753023147584, "decode.d5.loss_cls": 1.04514222741127, "decode.d5.loss_mask": 0.7639388591051102, "decode.d5.loss_dice": 1.0814923495054245, "decode.d6.loss_cls": 1.0182591646909713, "decode.d6.loss_mask": 0.7348014116287231, "decode.d6.loss_dice": 1.0588360756635666, "decode.d7.loss_cls": 1.0475642949342727, "decode.d7.loss_mask": 0.7513399630784988, "decode.d7.loss_dice": 1.068455743789673, "decode.d8.loss_cls": 1.0555965214967729, "decode.d8.loss_mask": 0.7558206081390381, "decode.d8.loss_dice": 1.0665667235851288, "time": 0.5277323246002197, "memory": 7242, "step": 15550}
{"lr": 9.118112209741566e-06, "data_time": 0.009190869331359864, "grad_norm": 82.1896484375, "loss": 29.389849853515624, "decode.loss_cls": 0.8224510937929154, "decode.loss_mask": 0.7823853373527527, "decode.loss_dice": 1.1554681167006493, "decode.d0.loss_cls": 2.217664676904678, "decode.d0.loss_mask": 0.8072275638580322, "decode.d0.loss_dice": 1.2490146785974503, "decode.d1.loss_cls": 1.0051471799612046, "decode.d1.loss_mask": 0.7991334319114685, "decode.d1.loss_dice": 1.238345131278038, "decode.d2.loss_cls": 0.8769541025161743, "decode.d2.loss_mask": 0.7809786796569824, "decode.d2.loss_dice": 1.1497806191444397, "decode.d3.loss_cls": 0.8230383932590485, "decode.d3.loss_mask": 0.7694068789482117, "decode.d3.loss_dice": 1.1228407606482507, "decode.d4.loss_cls": 0.8288703262805939, "decode.d4.loss_mask": 0.7708994776010514, "decode.d4.loss_dice": 1.1198275178670882, "decode.d5.loss_cls": 0.7670645922422409, "decode.d5.loss_mask": 0.7735248923301696, "decode.d5.loss_dice": 1.1378331661224366, "decode.d6.loss_cls": 0.7833908632397651, "decode.d6.loss_mask": 0.7789820522069931, "decode.d6.loss_dice": 1.1417394891381263, "decode.d7.loss_cls": 0.8794269829988479, "decode.d7.loss_mask": 0.7998286068439484, "decode.d7.loss_dice": 1.159312629699707, "decode.d8.loss_cls": 0.8919023275375366, "decode.d8.loss_mask": 0.7888809442520142, "decode.d8.loss_dice": 1.1685296803712846, "time": 0.5252669334411622, "memory": 7223, "step": 15600}
{"lr": 9.11527064357721e-06, "data_time": 0.009290194511413575, "grad_norm": 103.09073753356934, "loss": 35.857560539245604, "decode.loss_cls": 1.2606651842594148, "decode.loss_mask": 0.7907287046313286, "decode.loss_dice": 1.3071826159954072, "decode.d0.loss_cls": 2.8092422008514406, "decode.d0.loss_mask": 0.7845508247613907, "decode.d0.loss_dice": 1.5392195105552673, "decode.d1.loss_cls": 1.4111874580383301, "decode.d1.loss_mask": 0.7962462201714515, "decode.d1.loss_dice": 1.4314666748046876, "decode.d2.loss_cls": 1.3674520820379257, "decode.d2.loss_mask": 0.7751057907938957, "decode.d2.loss_dice": 1.3354563176631928, "decode.d3.loss_cls": 1.3727965474128723, "decode.d3.loss_mask": 0.7547345712780953, "decode.d3.loss_dice": 1.344380682706833, "decode.d4.loss_cls": 1.2851233184337616, "decode.d4.loss_mask": 0.7639284044504165, "decode.d4.loss_dice": 1.3139569401741027, "decode.d5.loss_cls": 1.263695865869522, "decode.d5.loss_mask": 0.7764545515179634, "decode.d5.loss_dice": 1.3354197919368744, "decode.d6.loss_cls": 1.2739836513996123, "decode.d6.loss_mask": 0.7553600996732712, "decode.d6.loss_dice": 1.291534185409546, "decode.d7.loss_cls": 1.2435259103775025, "decode.d7.loss_mask": 0.7894995838403702, "decode.d7.loss_dice": 1.2917824387550354, "decode.d8.loss_cls": 1.3207738816738128, "decode.d8.loss_mask": 0.7824928075075149, "decode.d8.loss_dice": 1.2896130502223968, "time": 0.529170036315918, "memory": 7213, "step": 15650}
{"lr": 9.11242897898489e-06, "data_time": 0.009201693534851074, "grad_norm": 83.57578125, "loss": 32.36903448104859, "decode.loss_cls": 1.2030480951070786, "decode.loss_mask": 0.727083757519722, "decode.loss_dice": 1.1417394816875457, "decode.d0.loss_cls": 2.411713516712189, "decode.d0.loss_mask": 0.7749394297599792, "decode.d0.loss_dice": 1.3080586314201355, "decode.d1.loss_cls": 1.4112310469150544, "decode.d1.loss_mask": 0.697945374250412, "decode.d1.loss_dice": 1.2077377945184709, "decode.d2.loss_cls": 1.2449128657579422, "decode.d2.loss_mask": 0.7223804831504822, "decode.d2.loss_dice": 1.138724136352539, "decode.d3.loss_cls": 1.2408182740211486, "decode.d3.loss_mask": 0.7359926879405976, "decode.d3.loss_dice": 1.1163016885519028, "decode.d4.loss_cls": 1.1948937833309174, "decode.d4.loss_mask": 0.7101735174655914, "decode.d4.loss_dice": 1.148003774881363, "decode.d5.loss_cls": 1.1557257235050202, "decode.d5.loss_mask": 0.731108033657074, "decode.d5.loss_dice": 1.14546939432621, "decode.d6.loss_cls": 1.2031298398971557, "decode.d6.loss_mask": 0.7300279557704925, "decode.d6.loss_dice": 1.1421306043863297, "decode.d7.loss_cls": 1.181852075457573, "decode.d7.loss_mask": 0.7371221065521241, "decode.d7.loss_dice": 1.1371200025081634, "decode.d8.loss_cls": 1.1795423671603202, "decode.d8.loss_mask": 0.7364355862140656, "decode.d8.loss_dice": 1.1536739230155946, "time": 0.5530593633651734, "memory": 7232, "step": 15700}
{"lr": 9.109587215927083e-06, "data_time": 0.009247732162475587, "grad_norm": 88.58034210205078, "loss": 35.26139888763428, "decode.loss_cls": 1.0885941565036774, "decode.loss_mask": 0.8352480679750443, "decode.loss_dice": 1.2981504678726197, "decode.d0.loss_cls": 2.915370321273804, "decode.d0.loss_mask": 0.93377565741539, "decode.d0.loss_dice": 1.5817748308181763, "decode.d1.loss_cls": 1.2843594312667848, "decode.d1.loss_mask": 0.904707282781601, "decode.d1.loss_dice": 1.4696445286273956, "decode.d2.loss_cls": 1.222531646490097, "decode.d2.loss_mask": 0.8621144860982894, "decode.d2.loss_dice": 1.3663078188896178, "decode.d3.loss_cls": 1.1683155834674834, "decode.d3.loss_mask": 0.8410104244947434, "decode.d3.loss_dice": 1.2733516991138458, "decode.d4.loss_cls": 1.1783227920532227, "decode.d4.loss_mask": 0.8524133771657944, "decode.d4.loss_dice": 1.277207124233246, "decode.d5.loss_cls": 1.141603821516037, "decode.d5.loss_mask": 0.8308483719825744, "decode.d5.loss_dice": 1.251871609687805, "decode.d6.loss_cls": 1.1348836064338683, "decode.d6.loss_mask": 0.8406733989715576, "decode.d6.loss_dice": 1.265423595905304, "decode.d7.loss_cls": 1.0873216807842254, "decode.d7.loss_mask": 0.858395341038704, "decode.d7.loss_dice": 1.2583612203598022, "decode.d8.loss_cls": 1.1457838654518127, "decode.d8.loss_mask": 0.8265700995922088, "decode.d8.loss_dice": 1.26646146774292, "time": 0.5276321411132813, "memory": 7227, "step": 15750}
{"lr": 9.10674535436625e-06, "data_time": 0.009411120414733886, "grad_norm": 100.86713180541992, "loss": 38.26837844848633, "decode.loss_cls": 1.0080858886241912, "decode.loss_mask": 1.0766914427280425, "decode.loss_dice": 1.4681135714054108, "decode.d0.loss_cls": 2.5231594800949098, "decode.d0.loss_mask": 1.169966894388199, "decode.d0.loss_dice": 1.741752940416336, "decode.d1.loss_cls": 1.201839381456375, "decode.d1.loss_mask": 1.162879192829132, "decode.d1.loss_dice": 1.658765184879303, "decode.d2.loss_cls": 1.0347025960683822, "decode.d2.loss_mask": 1.1178173482418061, "decode.d2.loss_dice": 1.5757700324058532, "decode.d3.loss_cls": 1.0148376762866973, "decode.d3.loss_mask": 1.0954223692417144, "decode.d3.loss_dice": 1.533366471529007, "decode.d4.loss_cls": 0.9464115172624588, "decode.d4.loss_mask": 1.1024196326732636, "decode.d4.loss_dice": 1.5350552678108216, "decode.d5.loss_cls": 1.0493512451648712, "decode.d5.loss_mask": 1.054728728532791, "decode.d5.loss_dice": 1.4892936110496522, "decode.d6.loss_cls": 0.9885894685983658, "decode.d6.loss_mask": 1.0602055430412292, "decode.d6.loss_dice": 1.4777296125888824, "decode.d7.loss_cls": 0.9878865987062454, "decode.d7.loss_mask": 1.0826822519302368, "decode.d7.loss_dice": 1.5075208067893981, "decode.d8.loss_cls": 0.9944294840097427, "decode.d8.loss_mask": 1.098315066099167, "decode.d8.loss_dice": 1.5105894327163696, "time": 0.5283438682556152, "memory": 7200, "step": 15800}
{"lr": 9.103903394264812e-06, "data_time": 0.009250545501708984, "grad_norm": 92.84483261108399, "loss": 28.08890323638916, "decode.loss_cls": 0.9366772800683976, "decode.loss_mask": 0.5783693313598632, "decode.loss_dice": 1.0897521078586578, "decode.d0.loss_cls": 2.186689579486847, "decode.d0.loss_mask": 0.6372539341449738, "decode.d0.loss_dice": 1.2634462773799897, "decode.d1.loss_cls": 1.0724282741546631, "decode.d1.loss_mask": 0.6539622902870178, "decode.d1.loss_dice": 1.1558527052402496, "decode.d2.loss_cls": 0.9879427552223206, "decode.d2.loss_mask": 0.6267702668905258, "decode.d2.loss_dice": 1.126095050573349, "decode.d3.loss_cls": 0.9739130407571792, "decode.d3.loss_mask": 0.6276650935411453, "decode.d3.loss_dice": 1.1133508324623107, "decode.d4.loss_cls": 0.9846373826265336, "decode.d4.loss_mask": 0.6150173723697663, "decode.d4.loss_dice": 1.089635145664215, "decode.d5.loss_cls": 0.9434173017740249, "decode.d5.loss_mask": 0.6059103548526764, "decode.d5.loss_dice": 1.0918942511081695, "decode.d6.loss_cls": 0.9144796639680862, "decode.d6.loss_mask": 0.5992521703243255, "decode.d6.loss_dice": 1.066816645860672, "decode.d7.loss_cls": 0.9716094821691513, "decode.d7.loss_mask": 0.5990177065134048, "decode.d7.loss_dice": 1.0434544205665588, "decode.d8.loss_cls": 0.8946031183004379, "decode.d8.loss_mask": 0.5876651048660279, "decode.d8.loss_dice": 1.0513223230838775, "time": 0.552785062789917, "memory": 7283, "step": 15850}
{"lr": 9.101061335585189e-06, "data_time": 0.009387564659118653, "grad_norm": 88.81225051879883, "loss": 41.99126262664795, "decode.loss_cls": 1.3092344462871552, "decode.loss_mask": 0.880513659119606, "decode.loss_dice": 1.7327483117580413, "decode.d0.loss_cls": 2.980909597873688, "decode.d0.loss_mask": 0.9294160008430481, "decode.d0.loss_dice": 2.091093026101589, "decode.d1.loss_cls": 1.5746574521064758, "decode.d1.loss_mask": 0.9060187965631485, "decode.d1.loss_dice": 1.897101429104805, "decode.d2.loss_cls": 1.424591863155365, "decode.d2.loss_mask": 0.8814173102378845, "decode.d2.loss_dice": 1.7598524183034896, "decode.d3.loss_cls": 1.3888753831386567, "decode.d3.loss_mask": 0.8711540877819062, "decode.d3.loss_dice": 1.7381132647395134, "decode.d4.loss_cls": 1.2755473613739015, "decode.d4.loss_mask": 0.9056410968303681, "decode.d4.loss_dice": 1.7625005081295968, "decode.d5.loss_cls": 1.2201620399951936, "decode.d5.loss_mask": 0.886518481373787, "decode.d5.loss_dice": 1.7426168769598007, "decode.d6.loss_cls": 1.3430378496646882, "decode.d6.loss_mask": 0.8771324634552002, "decode.d6.loss_dice": 1.756534180045128, "decode.d7.loss_cls": 1.2916077613830566, "decode.d7.loss_mask": 0.887869068980217, "decode.d7.loss_dice": 1.7719337612390518, "decode.d8.loss_cls": 1.275402969121933, "decode.d8.loss_mask": 0.8873223215341568, "decode.d8.loss_dice": 1.7417389690876006, "time": 0.5286013126373291, "memory": 7260, "step": 15900}
{"lr": 9.098219178289731e-06, "data_time": 0.009157013893127442, "grad_norm": 95.00681762695312, "loss": 37.10514469146729, "decode.loss_cls": 1.1962399154901504, "decode.loss_mask": 0.7807871520519256, "decode.loss_dice": 1.435118693113327, "decode.d0.loss_cls": 2.9132065176963806, "decode.d0.loss_mask": 0.781082746386528, "decode.d0.loss_dice": 1.6153040498495101, "decode.d1.loss_cls": 1.5153654217720032, "decode.d1.loss_mask": 0.8377499967813492, "decode.d1.loss_dice": 1.615023922920227, "decode.d2.loss_cls": 1.3482267796993255, "decode.d2.loss_mask": 0.7706977099180221, "decode.d2.loss_dice": 1.4920051336288451, "decode.d3.loss_cls": 1.2946201324462892, "decode.d3.loss_mask": 0.7649640589952469, "decode.d3.loss_dice": 1.4498882681131362, "decode.d4.loss_cls": 1.3085469424724578, "decode.d4.loss_mask": 0.780294007062912, "decode.d4.loss_dice": 1.444575208425522, "decode.d5.loss_cls": 1.1950165987014771, "decode.d5.loss_mask": 0.7789071023464202, "decode.d5.loss_dice": 1.4386686474084853, "decode.d6.loss_cls": 1.191228872537613, "decode.d6.loss_mask": 0.7885720521211624, "decode.d6.loss_dice": 1.4341551303863525, "decode.d7.loss_cls": 1.237276268005371, "decode.d7.loss_mask": 0.7856396704912185, "decode.d7.loss_dice": 1.4221413046121598, "decode.d8.loss_cls": 1.2397652685642242, "decode.d8.loss_mask": 0.7940120339393616, "decode.d8.loss_dice": 1.4560658365488053, "time": 0.5272094964981079, "memory": 7238, "step": 15950}
{"lr": 9.095376922340799e-06, "data_time": 0.009351730346679688, "grad_norm": 79.70361213684082, "loss": 28.667892265319825, "decode.loss_cls": 1.0498006939888, "decode.loss_mask": 0.5941046476364136, "decode.loss_dice": 1.004909309744835, "decode.d0.loss_cls": 2.430632448196411, "decode.d0.loss_mask": 0.6482663422822952, "decode.d0.loss_dice": 1.1905928611755372, "decode.d1.loss_cls": 1.2617571353912354, "decode.d1.loss_mask": 0.6151957154273987, "decode.d1.loss_dice": 1.062561136484146, "decode.d2.loss_cls": 1.1588462859392166, "decode.d2.loss_mask": 0.6029104769229889, "decode.d2.loss_dice": 1.0535214006900788, "decode.d3.loss_cls": 1.0776456415653228, "decode.d3.loss_mask": 0.5982716649770736, "decode.d3.loss_dice": 1.033803552389145, "decode.d4.loss_cls": 1.0707126408815384, "decode.d4.loss_mask": 0.5997301667928696, "decode.d4.loss_dice": 1.0443102300167084, "decode.d5.loss_cls": 1.0404743909835816, "decode.d5.loss_mask": 0.5897541582584381, "decode.d5.loss_dice": 1.0503017783164978, "decode.d6.loss_cls": 1.0470118194818496, "decode.d6.loss_mask": 0.6000233650207519, "decode.d6.loss_dice": 0.9862605899572372, "decode.d7.loss_cls": 1.0319206267595291, "decode.d7.loss_mask": 0.5969535648822785, "decode.d7.loss_dice": 1.0025822937488555, "decode.d8.loss_cls": 1.0089974850416183, "decode.d8.loss_mask": 0.6102131545543671, "decode.d8.loss_dice": 1.0058272689580918, "time": 0.5284322023391723, "memory": 7186, "step": 16000}
{"lr": 9.092534567700703e-06, "data_time": 0.008872747421264648, "grad_norm": 98.42364120483398, "loss": 32.8282868385315, "decode.loss_cls": 1.1505198031663895, "decode.loss_mask": 0.83276307284832, "decode.loss_dice": 1.0501494079828262, "decode.d0.loss_cls": 2.507541275024414, "decode.d0.loss_mask": 0.9187587320804596, "decode.d0.loss_dice": 1.2919499158859253, "decode.d1.loss_cls": 1.4509077966213226, "decode.d1.loss_mask": 0.9001154839992523, "decode.d1.loss_dice": 1.1847830802202224, "decode.d2.loss_cls": 1.1674984842538834, "decode.d2.loss_mask": 0.8860563457012176, "decode.d2.loss_dice": 1.143558743596077, "decode.d3.loss_cls": 1.1338288187980652, "decode.d3.loss_mask": 0.8678152471780777, "decode.d3.loss_dice": 1.0633702397346496, "decode.d4.loss_cls": 1.1192085921764374, "decode.d4.loss_mask": 0.8852126657962799, "decode.d4.loss_dice": 1.0918244481086732, "decode.d5.loss_cls": 1.1224780172109603, "decode.d5.loss_mask": 0.8628217458724976, "decode.d5.loss_dice": 1.0847015857696534, "decode.d6.loss_cls": 1.1382004648447037, "decode.d6.loss_mask": 0.887752240896225, "decode.d6.loss_dice": 1.0555605113506317, "decode.d7.loss_cls": 1.0924958497285844, "decode.d7.loss_mask": 0.8723911374807358, "decode.d7.loss_dice": 1.0677611529827118, "decode.d8.loss_cls": 1.0992543965578079, "decode.d8.loss_mask": 0.8476874679327011, "decode.d8.loss_dice": 1.0513222903013228, "time": 0.5285542488098145, "memory": 7232, "step": 16050}
{"lr": 9.089692114331742e-06, "data_time": 0.008921170234680175, "grad_norm": 98.40112609863282, "loss": 35.95067310333252, "decode.loss_cls": 1.0342965841293335, "decode.loss_mask": 1.001459139585495, "decode.loss_dice": 1.4009041845798493, "decode.d0.loss_cls": 2.62588974237442, "decode.d0.loss_mask": 1.0441116601228715, "decode.d0.loss_dice": 1.5129908978939057, "decode.d1.loss_cls": 1.1765211790800094, "decode.d1.loss_mask": 0.9636883318424225, "decode.d1.loss_dice": 1.4908780992031097, "decode.d2.loss_cls": 1.0687543869018554, "decode.d2.loss_mask": 0.9714443027973175, "decode.d2.loss_dice": 1.4114271998405457, "decode.d3.loss_cls": 1.0481832563877105, "decode.d3.loss_mask": 0.9688588291406631, "decode.d3.loss_dice": 1.3866869509220123, "decode.d4.loss_cls": 1.0567235231399537, "decode.d4.loss_mask": 0.966276615858078, "decode.d4.loss_dice": 1.3980352342128755, "decode.d5.loss_cls": 1.0938530921936036, "decode.d5.loss_mask": 0.9450648486614227, "decode.d5.loss_dice": 1.3626514732837678, "decode.d6.loss_cls": 1.0162849217653274, "decode.d6.loss_mask": 0.9563127487897873, "decode.d6.loss_dice": 1.3566260159015655, "decode.d7.loss_cls": 0.9824337214231491, "decode.d7.loss_mask": 0.9737868964672088, "decode.d7.loss_dice": 1.3674594640731812, "decode.d8.loss_cls": 0.9622322380542755, "decode.d8.loss_mask": 1.0004453867673875, "decode.d8.loss_dice": 1.4063933730125426, "time": 0.5299959182739258, "memory": 7239, "step": 16100}
{"lr": 9.086849562196186e-06, "data_time": 0.008804726600646972, "grad_norm": 93.85599365234376, "loss": 25.859428215026856, "decode.loss_cls": 0.8102004408836365, "decode.loss_mask": 0.6844827249646187, "decode.loss_dice": 0.9385365426540375, "decode.d0.loss_cls": 2.1477692127227783, "decode.d0.loss_mask": 0.6905834957957268, "decode.d0.loss_dice": 1.0431415498256684, "decode.d1.loss_cls": 0.9746898770332336, "decode.d1.loss_mask": 0.6565888285636902, "decode.d1.loss_dice": 0.9480943411588669, "decode.d2.loss_cls": 0.9376768618822098, "decode.d2.loss_mask": 0.6807911112904549, "decode.d2.loss_dice": 0.9106547206640243, "decode.d3.loss_cls": 0.8695841610431672, "decode.d3.loss_mask": 0.6534843176603318, "decode.d3.loss_dice": 0.9162421196699142, "decode.d4.loss_cls": 0.8146281898021698, "decode.d4.loss_mask": 0.6594024583697319, "decode.d4.loss_dice": 0.9295641541481018, "decode.d5.loss_cls": 0.8101062297821044, "decode.d5.loss_mask": 0.6620720893144607, "decode.d5.loss_dice": 0.927799329161644, "decode.d6.loss_cls": 0.7926598340272903, "decode.d6.loss_mask": 0.67686567902565, "decode.d6.loss_dice": 0.9246591806411744, "decode.d7.loss_cls": 0.7798298954963684, "decode.d7.loss_mask": 0.6750348433852196, "decode.d7.loss_dice": 0.9265679776668548, "decode.d8.loss_cls": 0.8016806751489639, "decode.d8.loss_mask": 0.6827246367931366, "decode.d8.loss_dice": 0.9333129435777664, "time": 0.5298190593719483, "memory": 7228, "step": 16150}
{"lr": 9.084006911256254e-06, "data_time": 0.008985161781311035, "grad_norm": 97.41383514404296, "loss": 31.87563591003418, "decode.loss_cls": 0.9548378378152848, "decode.loss_mask": 0.812462043762207, "decode.loss_dice": 1.207158088684082, "decode.d0.loss_cls": 2.55051771402359, "decode.d0.loss_mask": 0.8386431694030761, "decode.d0.loss_dice": 1.296138471364975, "decode.d1.loss_cls": 0.985651969909668, "decode.d1.loss_mask": 0.8641036033630372, "decode.d1.loss_dice": 1.291022938489914, "decode.d2.loss_cls": 0.9268206238746644, "decode.d2.loss_mask": 0.8704134792089462, "decode.d2.loss_dice": 1.2267583906650543, "decode.d3.loss_cls": 0.9921838730573654, "decode.d3.loss_mask": 0.834304815530777, "decode.d3.loss_dice": 1.1942167401313781, "decode.d4.loss_cls": 0.9530093461275101, "decode.d4.loss_mask": 0.8369571983814239, "decode.d4.loss_dice": 1.235254779458046, "decode.d5.loss_cls": 0.9244023263454437, "decode.d5.loss_mask": 0.8315678626298905, "decode.d5.loss_dice": 1.2436862647533418, "decode.d6.loss_cls": 0.9555873692035675, "decode.d6.loss_mask": 0.8454181879758835, "decode.d6.loss_dice": 1.2042948007583618, "decode.d7.loss_cls": 0.9377197861671448, "decode.d7.loss_mask": 0.8436488211154938, "decode.d7.loss_dice": 1.2153849661350251, "decode.d8.loss_cls": 0.924723070859909, "decode.d8.loss_mask": 0.8522174030542373, "decode.d8.loss_dice": 1.2265285193920135, "time": 0.5530613422393799, "memory": 7222, "step": 16200}
{"lr": 9.081164161474185e-06, "data_time": 0.009032583236694336, "grad_norm": 84.76500091552734, "loss": 37.13738193511963, "decode.loss_cls": 1.264408105611801, "decode.loss_mask": 0.9044726490974426, "decode.loss_dice": 1.3404833227396011, "decode.d0.loss_cls": 2.686022233963013, "decode.d0.loss_mask": 0.9411756038665772, "decode.d0.loss_dice": 1.5870352894067765, "decode.d1.loss_cls": 1.4238770186901093, "decode.d1.loss_mask": 0.918221366405487, "decode.d1.loss_dice": 1.422773039340973, "decode.d2.loss_cls": 1.3154434323310853, "decode.d2.loss_mask": 0.8982151746749878, "decode.d2.loss_dice": 1.3781241476535797, "decode.d3.loss_cls": 1.2231088638305665, "decode.d3.loss_mask": 0.9191870748996734, "decode.d3.loss_dice": 1.343948021531105, "decode.d4.loss_cls": 1.305105322599411, "decode.d4.loss_mask": 0.8777090787887574, "decode.d4.loss_dice": 1.3374418258666991, "decode.d5.loss_cls": 1.2974205017089844, "decode.d5.loss_mask": 0.8850531101226806, "decode.d5.loss_dice": 1.348797619342804, "decode.d6.loss_cls": 1.2574850082397462, "decode.d6.loss_mask": 0.8748014301061631, "decode.d6.loss_dice": 1.3433180689811706, "decode.d7.loss_cls": 1.3185929298400878, "decode.d7.loss_mask": 0.880265063047409, "decode.d7.loss_dice": 1.3245921105146408, "decode.d8.loss_cls": 1.2737373471260072, "decode.d8.loss_mask": 0.8912820905447006, "decode.d8.loss_dice": 1.35528784096241, "time": 0.5290875911712647, "memory": 7222, "step": 16250}
{"lr": 9.078321312812124e-06, "data_time": 0.008829689025878907, "grad_norm": 89.91932182312011, "loss": 27.83654613494873, "decode.loss_cls": 0.832133662700653, "decode.loss_mask": 0.7793178021907806, "decode.loss_dice": 0.9598291337490081, "decode.d0.loss_cls": 2.1781699657440186, "decode.d0.loss_mask": 0.8118385463953018, "decode.d0.loss_dice": 1.1157176166772842, "decode.d1.loss_cls": 1.015044990181923, "decode.d1.loss_mask": 0.7884574055671691, "decode.d1.loss_dice": 1.0692738711833953, "decode.d2.loss_cls": 0.898540648072958, "decode.d2.loss_mask": 0.7515133887529373, "decode.d2.loss_dice": 1.0178222745656966, "decode.d3.loss_cls": 0.8234998762607575, "decode.d3.loss_mask": 0.760694471001625, "decode.d3.loss_dice": 1.002877625823021, "decode.d4.loss_cls": 0.8676220417022705, "decode.d4.loss_mask": 0.7446198403835297, "decode.d4.loss_dice": 0.9958557248115539, "decode.d5.loss_cls": 0.8835621267557144, "decode.d5.loss_mask": 0.7431224077939987, "decode.d5.loss_dice": 0.9964675635099411, "decode.d6.loss_cls": 0.8703700512647629, "decode.d6.loss_mask": 0.7573562026023865, "decode.d6.loss_dice": 0.9748334228992462, "decode.d7.loss_cls": 0.82803113758564, "decode.d7.loss_mask": 0.7940139621496201, "decode.d7.loss_dice": 0.9833543032407761, "decode.d8.loss_cls": 0.8446999222040177, "decode.d8.loss_mask": 0.7617388129234314, "decode.d8.loss_dice": 0.9861680209636688, "time": 0.5285713195800781, "memory": 7214, "step": 16300}
{"lr": 9.075478365232243e-06, "data_time": 0.009065532684326172, "grad_norm": 91.97138175964355, "loss": 26.735159873962402, "decode.loss_cls": 0.944671455025673, "decode.loss_mask": 0.6403296411037445, "decode.loss_dice": 0.8781640067696571, "decode.d0.loss_cls": 2.117812216281891, "decode.d0.loss_mask": 0.7124508500099183, "decode.d0.loss_dice": 1.0492792844772338, "decode.d1.loss_cls": 1.1058316573500633, "decode.d1.loss_mask": 0.7026874482631683, "decode.d1.loss_dice": 0.9898748487234116, "decode.d2.loss_cls": 0.9460023321211338, "decode.d2.loss_mask": 0.6853803336620331, "decode.d2.loss_dice": 0.9247949302196503, "decode.d3.loss_cls": 0.9241795636713505, "decode.d3.loss_mask": 0.6645041912794113, "decode.d3.loss_dice": 0.8891555815935135, "decode.d4.loss_cls": 0.9249403968453407, "decode.d4.loss_mask": 0.6819197446107864, "decode.d4.loss_dice": 0.9154233232140541, "decode.d5.loss_cls": 0.9632991909980774, "decode.d5.loss_mask": 0.650868621468544, "decode.d5.loss_dice": 0.8885712295770645, "decode.d6.loss_cls": 0.9226364083588123, "decode.d6.loss_mask": 0.6788687586784363, "decode.d6.loss_dice": 0.8942993760108948, "decode.d7.loss_cls": 0.9767246402800083, "decode.d7.loss_mask": 0.6632278382778167, "decode.d7.loss_dice": 0.8895940035581589, "decode.d8.loss_cls": 0.9590153798460961, "decode.d8.loss_mask": 0.6577011317014694, "decode.d8.loss_dice": 0.8929507300257683, "time": 0.5290528774261475, "memory": 7302, "step": 16350}
{"lr": 9.072635318696669e-06, "data_time": 0.008985018730163575, "grad_norm": 92.1231704711914, "loss": 38.026072120666505, "decode.loss_cls": 1.3244977235794066, "decode.loss_mask": 0.93507921397686, "decode.loss_dice": 1.2929202616214752, "decode.d0.loss_cls": 2.8197558641433718, "decode.d0.loss_mask": 1.0074493497610093, "decode.d0.loss_dice": 1.499127560853958, "decode.d1.loss_cls": 1.4126467287540436, "decode.d1.loss_mask": 1.0325604021549224, "decode.d1.loss_dice": 1.465807020664215, "decode.d2.loss_cls": 1.42071675658226, "decode.d2.loss_mask": 0.9799168229103088, "decode.d2.loss_dice": 1.387421727180481, "decode.d3.loss_cls": 1.2867582738399506, "decode.d3.loss_mask": 0.9746513903141022, "decode.d3.loss_dice": 1.322158306837082, "decode.d4.loss_cls": 1.2803678184747695, "decode.d4.loss_mask": 0.9454627811908722, "decode.d4.loss_dice": 1.3060927152633668, "decode.d5.loss_cls": 1.3124769240617753, "decode.d5.loss_mask": 0.9277555167675018, "decode.d5.loss_dice": 1.3183705031871795, "decode.d6.loss_cls": 1.3968870222568512, "decode.d6.loss_mask": 0.9160467445850372, "decode.d6.loss_dice": 1.2928252696990967, "decode.d7.loss_cls": 1.3443417012691499, "decode.d7.loss_mask": 0.9406975835561753, "decode.d7.loss_dice": 1.2895953893661498, "decode.d8.loss_cls": 1.3639906764030456, "decode.d8.loss_mask": 0.9338115066289902, "decode.d8.loss_dice": 1.2958832085132599, "time": 0.5270982027053833, "memory": 7194, "step": 16400}
{"lr": 9.069792173167504e-06, "data_time": 0.00887143611907959, "grad_norm": 88.97267608642578, "loss": 28.345962524414062, "decode.loss_cls": 0.868889681249857, "decode.loss_mask": 0.7976694107055664, "decode.loss_dice": 0.9654308915138244, "decode.d0.loss_cls": 2.223335075378418, "decode.d0.loss_mask": 0.8636189043521881, "decode.d0.loss_dice": 1.0966697096824647, "decode.d1.loss_cls": 1.0221647918224335, "decode.d1.loss_mask": 0.8715044617652893, "decode.d1.loss_dice": 1.0261170417070389, "decode.d2.loss_cls": 0.9273332253098487, "decode.d2.loss_mask": 0.8466930866241456, "decode.d2.loss_dice": 1.010993829369545, "decode.d3.loss_cls": 0.8276080124080181, "decode.d3.loss_mask": 0.8265671491622925, "decode.d3.loss_dice": 0.9484804511070252, "decode.d4.loss_cls": 0.833807748556137, "decode.d4.loss_mask": 0.813604611158371, "decode.d4.loss_dice": 0.9536996364593506, "decode.d5.loss_cls": 0.8602896645665169, "decode.d5.loss_mask": 0.8202533781528473, "decode.d5.loss_dice": 0.9764508694410324, "decode.d6.loss_cls": 0.8682446666061878, "decode.d6.loss_mask": 0.8133789449930191, "decode.d6.loss_dice": 0.9669867426156997, "decode.d7.loss_cls": 0.8564535997807979, "decode.d7.loss_mask": 0.8229019045829773, "decode.d7.loss_dice": 0.9928786933422089, "decode.d8.loss_cls": 0.8402548477053642, "decode.d8.loss_mask": 0.8304347842931747, "decode.d8.loss_dice": 0.9732460677623749, "time": 0.5295570611953735, "memory": 7283, "step": 16450}
{"lr": 9.066948928606807e-06, "data_time": 0.008951950073242187, "grad_norm": 87.87988548278808, "loss": 31.075973415374754, "decode.loss_cls": 0.9211168110370636, "decode.loss_mask": 0.8247925132513046, "decode.loss_dice": 1.139366328716278, "decode.d0.loss_cls": 2.196760857105255, "decode.d0.loss_mask": 0.879712900519371, "decode.d0.loss_dice": 1.2978914380073547, "decode.d1.loss_cls": 1.028462079167366, "decode.d1.loss_mask": 0.9041717290878296, "decode.d1.loss_dice": 1.2714060068130493, "decode.d2.loss_cls": 1.0317118167877197, "decode.d2.loss_mask": 0.8709643185138702, "decode.d2.loss_dice": 1.2060492515563965, "decode.d3.loss_cls": 0.9961851567029953, "decode.d3.loss_mask": 0.8239296019077301, "decode.d3.loss_dice": 1.1633041262626649, "decode.d4.loss_cls": 1.017621359229088, "decode.d4.loss_mask": 0.8274979740381241, "decode.d4.loss_dice": 1.1347889721393585, "decode.d5.loss_cls": 0.9666174456477166, "decode.d5.loss_mask": 0.8132491677999496, "decode.d5.loss_dice": 1.1520792484283446, "decode.d6.loss_cls": 0.9450111940503121, "decode.d6.loss_mask": 0.8019109040498733, "decode.d6.loss_dice": 1.1157255828380586, "decode.d7.loss_cls": 0.9367858037352562, "decode.d7.loss_mask": 0.7918057471513749, "decode.d7.loss_dice": 1.0831354856491089, "decode.d8.loss_cls": 0.9001090839505196, "decode.d8.loss_mask": 0.8712428569793701, "decode.d8.loss_dice": 1.1625674784183502, "time": 0.529991340637207, "memory": 7216, "step": 16500}
{"lr": 9.064105584976622e-06, "data_time": 0.008913874626159668, "grad_norm": 96.3778289794922, "loss": 34.45601797103882, "decode.loss_cls": 0.9313790768384933, "decode.loss_mask": 0.962618213891983, "decode.loss_dice": 1.3208054214715959, "decode.d0.loss_cls": 2.2868032574653627, "decode.d0.loss_mask": 0.9748365402221679, "decode.d0.loss_dice": 1.4890198886394501, "decode.d1.loss_cls": 1.0978465735912324, "decode.d1.loss_mask": 0.9820364743471146, "decode.d1.loss_dice": 1.4243041962385177, "decode.d2.loss_cls": 1.0375484883785249, "decode.d2.loss_mask": 0.9651912450790405, "decode.d2.loss_dice": 1.3805598199367524, "decode.d3.loss_cls": 0.9895660281181335, "decode.d3.loss_mask": 0.9709117442369462, "decode.d3.loss_dice": 1.339907270669937, "decode.d4.loss_cls": 0.9777843832969666, "decode.d4.loss_mask": 0.9600060939788818, "decode.d4.loss_dice": 1.3533290803432465, "decode.d5.loss_cls": 0.9888376265764236, "decode.d5.loss_mask": 0.9554463922977448, "decode.d5.loss_dice": 1.2973827421665192, "decode.d6.loss_cls": 0.994867941737175, "decode.d6.loss_mask": 0.9367556273937225, "decode.d6.loss_dice": 1.3028955221176148, "decode.d7.loss_cls": 1.0021308094263077, "decode.d7.loss_mask": 0.9535787522792816, "decode.d7.loss_dice": 1.331281715631485, "decode.d8.loss_cls": 0.9340870827436447, "decode.d8.loss_mask": 0.9811299622058869, "decode.d8.loss_dice": 1.3331700533628463, "time": 0.5284818887710572, "memory": 7301, "step": 16550}
{"lr": 9.061262142238972e-06, "data_time": 0.008896207809448243, "grad_norm": 83.57871475219727, "loss": 34.63376731872559, "decode.loss_cls": 0.9253490790724754, "decode.loss_mask": 0.9127829313278198, "decode.loss_dice": 1.3656529515981675, "decode.d0.loss_cls": 2.5203706324100494, "decode.d0.loss_mask": 0.961164116859436, "decode.d0.loss_dice": 1.638349288702011, "decode.d1.loss_cls": 1.129033589363098, "decode.d1.loss_mask": 0.9423137098550797, "decode.d1.loss_dice": 1.571618264913559, "decode.d2.loss_cls": 1.029498501121998, "decode.d2.loss_mask": 0.9066353887319565, "decode.d2.loss_dice": 1.436773818731308, "decode.d3.loss_cls": 0.9610633343458176, "decode.d3.loss_mask": 0.9097742229700089, "decode.d3.loss_dice": 1.4048770666122437, "decode.d4.loss_cls": 0.9245601147413254, "decode.d4.loss_mask": 0.9231106132268906, "decode.d4.loss_dice": 1.3772873520851134, "decode.d5.loss_cls": 0.9310625590384006, "decode.d5.loss_mask": 0.9187282830476761, "decode.d5.loss_dice": 1.385321059823036, "decode.d6.loss_cls": 0.9340666636824608, "decode.d6.loss_mask": 0.9042802602052689, "decode.d6.loss_dice": 1.3354107975959777, "decode.d7.loss_cls": 0.9238914459943771, "decode.d7.loss_mask": 0.9135874897241593, "decode.d7.loss_dice": 1.3514783680438995, "decode.d8.loss_cls": 0.9248689234256744, "decode.d8.loss_mask": 0.9216040909290314, "decode.d8.loss_dice": 1.349253037571907, "time": 0.5284295797348022, "memory": 7230, "step": 16600}
{"lr": 9.058418600355839e-06, "data_time": 0.008919000625610352, "grad_norm": 94.74243469238282, "loss": 30.800965309143066, "decode.loss_cls": 1.0423179507255553, "decode.loss_mask": 0.8016431868076325, "decode.loss_dice": 1.0850586235523223, "decode.d0.loss_cls": 2.4424614310264587, "decode.d0.loss_mask": 0.8542254507541657, "decode.d0.loss_dice": 1.222673898935318, "decode.d1.loss_cls": 1.156438934803009, "decode.d1.loss_mask": 0.8279698073863984, "decode.d1.loss_dice": 1.1310474157333374, "decode.d2.loss_cls": 1.0248314559459686, "decode.d2.loss_mask": 0.8062987089157104, "decode.d2.loss_dice": 1.098405307531357, "decode.d3.loss_cls": 1.0375714600086212, "decode.d3.loss_mask": 0.8471071898937226, "decode.d3.loss_dice": 1.0949950248003006, "decode.d4.loss_cls": 1.029903069138527, "decode.d4.loss_mask": 0.7974559605121613, "decode.d4.loss_dice": 1.0344291269779204, "decode.d5.loss_cls": 1.0554209649562836, "decode.d5.loss_mask": 0.8037151485681534, "decode.d5.loss_dice": 1.0266225248575211, "decode.d6.loss_cls": 1.0258369982242583, "decode.d6.loss_mask": 0.7892689406871796, "decode.d6.loss_dice": 1.0366779267787933, "decode.d7.loss_cls": 0.9970315992832184, "decode.d7.loss_mask": 0.7842819452285766, "decode.d7.loss_dice": 1.056676596403122, "decode.d8.loss_cls": 1.022072657942772, "decode.d8.loss_mask": 0.8042291522026062, "decode.d8.loss_dice": 1.0642960667610168, "time": 0.5544498920440674, "memory": 7196, "step": 16650}
{"lr": 9.055574959289183e-06, "data_time": 0.008931469917297364, "grad_norm": 100.1381607055664, "loss": 28.089575576782227, "decode.loss_cls": 0.930315439403057, "decode.loss_mask": 0.6698665648698807, "decode.loss_dice": 0.9944280475378037, "decode.d0.loss_cls": 2.4031216621398928, "decode.d0.loss_mask": 0.7263396814465523, "decode.d0.loss_dice": 1.22874253988266, "decode.d1.loss_cls": 1.0178918927907943, "decode.d1.loss_mask": 0.7176464274525642, "decode.d1.loss_dice": 1.1047686636447906, "decode.d2.loss_cls": 0.9840662196278572, "decode.d2.loss_mask": 0.7149641647934913, "decode.d2.loss_dice": 1.0264708191156386, "decode.d3.loss_cls": 0.8919796064496041, "decode.d3.loss_mask": 0.7063740134239197, "decode.d3.loss_dice": 1.0307510823011399, "decode.d4.loss_cls": 0.8828102767467498, "decode.d4.loss_mask": 0.7202533990144729, "decode.d4.loss_dice": 1.0313272446393966, "decode.d5.loss_cls": 0.8701452165842056, "decode.d5.loss_mask": 0.6991370856761933, "decode.d5.loss_dice": 0.9799492985010148, "decode.d6.loss_cls": 0.887643113732338, "decode.d6.loss_mask": 0.6949694067239761, "decode.d6.loss_dice": 0.9921523243188858, "decode.d7.loss_cls": 0.8708913683891296, "decode.d7.loss_mask": 0.705063933134079, "decode.d7.loss_dice": 0.9897588193416595, "decode.d8.loss_cls": 0.8800624713301659, "decode.d8.loss_mask": 0.7135108277201653, "decode.d8.loss_dice": 1.0241724133491517, "time": 0.5287720680236816, "memory": 7235, "step": 16700}
{"lr": 9.05273121900094e-06, "data_time": 0.008960485458374023, "grad_norm": 94.9051082611084, "loss": 27.54727201461792, "decode.loss_cls": 1.060135954618454, "decode.loss_mask": 0.5709521189332009, "decode.loss_dice": 0.8928396970033645, "decode.d0.loss_cls": 2.3527862071990966, "decode.d0.loss_mask": 0.6110789835453033, "decode.d0.loss_dice": 1.2141131475567817, "decode.d1.loss_cls": 1.3119757533073426, "decode.d1.loss_mask": 0.6187423139810562, "decode.d1.loss_dice": 1.028319425880909, "decode.d2.loss_cls": 1.0949824631214142, "decode.d2.loss_mask": 0.6162660390138626, "decode.d2.loss_dice": 0.9729971557855606, "decode.d3.loss_cls": 1.0078966945409775, "decode.d3.loss_mask": 0.5757647663354873, "decode.d3.loss_dice": 0.9333396852016449, "decode.d4.loss_cls": 1.0251082092523576, "decode.d4.loss_mask": 0.5734596520662307, "decode.d4.loss_dice": 0.9420570999383926, "decode.d5.loss_cls": 0.9971662431955337, "decode.d5.loss_mask": 0.589297404885292, "decode.d5.loss_dice": 0.9491991028189659, "decode.d6.loss_cls": 0.9700326412916184, "decode.d6.loss_mask": 0.5949345007538795, "decode.d6.loss_dice": 0.9415650323033333, "decode.d7.loss_cls": 1.011712720990181, "decode.d7.loss_mask": 0.5770336717367173, "decode.d7.loss_dice": 0.9227909445762634, "decode.d8.loss_cls": 1.0915602177381516, "decode.d8.loss_mask": 0.5711379900574685, "decode.d8.loss_dice": 0.9280257821083069, "time": 0.5788020372390748, "memory": 7225, "step": 16750}
{"lr": 9.049887379453026e-06, "data_time": 0.009083318710327148, "grad_norm": 94.55746841430664, "loss": 29.0580575466156, "decode.loss_cls": 1.0933354407548905, "decode.loss_mask": 0.7466741904616356, "decode.loss_dice": 0.9435282573103905, "decode.d0.loss_cls": 2.2608299612998963, "decode.d0.loss_mask": 0.7909471333026886, "decode.d0.loss_dice": 1.1223056301474572, "decode.d1.loss_cls": 1.2279523313045502, "decode.d1.loss_mask": 0.768564960360527, "decode.d1.loss_dice": 1.0530419543385505, "decode.d2.loss_cls": 1.129065030813217, "decode.d2.loss_mask": 0.7473081946372986, "decode.d2.loss_dice": 0.9868788361549378, "decode.d3.loss_cls": 1.0504502207040787, "decode.d3.loss_mask": 0.7528234571218491, "decode.d3.loss_dice": 0.920703312754631, "decode.d4.loss_cls": 1.0239646583795547, "decode.d4.loss_mask": 0.7469464659690856, "decode.d4.loss_dice": 0.9271512053906917, "decode.d5.loss_cls": 1.0073739618062973, "decode.d5.loss_mask": 0.7192351937294006, "decode.d5.loss_dice": 0.9156962960958481, "decode.d6.loss_cls": 1.0284055903553964, "decode.d6.loss_mask": 0.7168648257851601, "decode.d6.loss_dice": 0.8999035291373729, "decode.d7.loss_cls": 1.0405507326126098, "decode.d7.loss_mask": 0.7319629669189454, "decode.d7.loss_dice": 0.9123924531042575, "decode.d8.loss_cls": 1.1042333401739597, "decode.d8.loss_mask": 0.7624943256378174, "decode.d8.loss_dice": 0.9264728657901287, "time": 0.5295911073684693, "memory": 7275, "step": 16800}
{"lr": 9.047043440607299e-06, "data_time": 0.008838248252868653, "grad_norm": 88.89354133605957, "loss": 35.99713649749756, "decode.loss_cls": 1.1783481597900392, "decode.loss_mask": 0.8781242609024048, "decode.loss_dice": 1.3424179136753083, "decode.d0.loss_cls": 2.7737780690193174, "decode.d0.loss_mask": 0.8202492207288742, "decode.d0.loss_dice": 1.532145345211029, "decode.d1.loss_cls": 1.3867462933063508, "decode.d1.loss_mask": 0.8631635427474975, "decode.d1.loss_dice": 1.4752088785171509, "decode.d2.loss_cls": 1.253655844926834, "decode.d2.loss_mask": 0.9039478600025177, "decode.d2.loss_dice": 1.3761880934238433, "decode.d3.loss_cls": 1.147361433506012, "decode.d3.loss_mask": 0.8965866833925247, "decode.d3.loss_dice": 1.3591595888137817, "decode.d4.loss_cls": 1.1386541903018952, "decode.d4.loss_mask": 0.8900969177484512, "decode.d4.loss_dice": 1.3555667400360107, "decode.d5.loss_cls": 1.0972180217504501, "decode.d5.loss_mask": 0.8846289366483688, "decode.d5.loss_dice": 1.3458409190177918, "decode.d6.loss_cls": 1.1091891020536422, "decode.d6.loss_mask": 0.8937512457370758, "decode.d6.loss_dice": 1.3271036088466643, "decode.d7.loss_cls": 1.156625673174858, "decode.d7.loss_mask": 0.8743147253990173, "decode.d7.loss_dice": 1.3417720675468445, "decode.d8.loss_cls": 1.1822862803936005, "decode.d8.loss_mask": 0.8754876375198364, "decode.d8.loss_dice": 1.3375181972980499, "time": 0.5280939340591431, "memory": 7196, "step": 16850}
{"lr": 9.044199402425607e-06, "data_time": 0.00885014533996582, "grad_norm": 89.6140151977539, "loss": 30.85008373260498, "decode.loss_cls": 1.0167583405971528, "decode.loss_mask": 0.710916256904602, "decode.loss_dice": 1.082197591662407, "decode.d0.loss_cls": 2.600920760631561, "decode.d0.loss_mask": 0.7823450893163681, "decode.d0.loss_dice": 1.2067600965499878, "decode.d1.loss_cls": 1.2721548914909362, "decode.d1.loss_mask": 0.7777783215045929, "decode.d1.loss_dice": 1.1638955116271972, "decode.d2.loss_cls": 1.1337032705545425, "decode.d2.loss_mask": 0.7612787842750549, "decode.d2.loss_dice": 1.1454471617937088, "decode.d3.loss_cls": 1.033509796857834, "decode.d3.loss_mask": 0.7568063557147979, "decode.d3.loss_dice": 1.131100779771805, "decode.d4.loss_cls": 1.053414523601532, "decode.d4.loss_mask": 0.7692417919635772, "decode.d4.loss_dice": 1.1259288609027862, "decode.d5.loss_cls": 1.0380934119224547, "decode.d5.loss_mask": 0.7381376475095749, "decode.d5.loss_dice": 1.1052315473556518, "decode.d6.loss_cls": 1.0433234035968781, "decode.d6.loss_mask": 0.7227143794298172, "decode.d6.loss_dice": 1.1037823945283889, "decode.d7.loss_cls": 0.9920667946338654, "decode.d7.loss_mask": 0.7225569486618042, "decode.d7.loss_dice": 1.0951099276542664, "decode.d8.loss_cls": 0.9604005217552185, "decode.d8.loss_mask": 0.7258864581584931, "decode.d8.loss_dice": 1.0786216855049133, "time": 0.5293410539627075, "memory": 7234, "step": 16900}
{"lr": 9.04135526486978e-06, "data_time": 0.008838772773742676, "grad_norm": 84.54179611206055, "loss": 35.91468286514282, "decode.loss_cls": 1.1903663769364357, "decode.loss_mask": 0.9115221410989761, "decode.loss_dice": 1.2811259090900422, "decode.d0.loss_cls": 2.451393735408783, "decode.d0.loss_mask": 0.970649528503418, "decode.d0.loss_dice": 1.5183380186557769, "decode.d1.loss_cls": 1.326022344827652, "decode.d1.loss_mask": 0.9409733891487122, "decode.d1.loss_dice": 1.4513206765055657, "decode.d2.loss_cls": 1.2197432607412337, "decode.d2.loss_mask": 0.9423549890518188, "decode.d2.loss_dice": 1.383461668342352, "decode.d3.loss_cls": 1.1372423216700553, "decode.d3.loss_mask": 0.9166624158620834, "decode.d3.loss_dice": 1.3407344758510589, "decode.d4.loss_cls": 1.0974705010652541, "decode.d4.loss_mask": 0.9305579513311386, "decode.d4.loss_dice": 1.3440359234809875, "decode.d5.loss_cls": 1.100292056798935, "decode.d5.loss_mask": 0.9349758684635162, "decode.d5.loss_dice": 1.339737769961357, "decode.d6.loss_cls": 1.1364722043275832, "decode.d6.loss_mask": 0.923623263835907, "decode.d6.loss_dice": 1.3231605783104896, "decode.d7.loss_cls": 1.1924435436725616, "decode.d7.loss_mask": 0.9246273994445801, "decode.d7.loss_dice": 1.2877166599035264, "decode.d8.loss_cls": 1.174973727762699, "decode.d8.loss_mask": 0.9130577445030212, "decode.d8.loss_dice": 1.30962615609169, "time": 0.5296797275543212, "memory": 7183, "step": 16950}
{"lr": 9.038511027901597e-06, "data_time": 0.008971142768859863, "grad_norm": 80.30403442382813, "loss": 32.78335704803467, "decode.loss_cls": 1.0964017391204834, "decode.loss_mask": 0.8338196247816085, "decode.loss_dice": 1.214766412973404, "decode.d0.loss_cls": 2.4024607300758363, "decode.d0.loss_mask": 0.8813299775123596, "decode.d0.loss_dice": 1.454280024766922, "decode.d1.loss_cls": 1.1869394302368164, "decode.d1.loss_mask": 0.8480319410562516, "decode.d1.loss_dice": 1.3409831404685975, "decode.d2.loss_cls": 1.0323971331119537, "decode.d2.loss_mask": 0.8515987515449523, "decode.d2.loss_dice": 1.2647026121616363, "decode.d3.loss_cls": 1.0509079992771149, "decode.d3.loss_mask": 0.8422131210565567, "decode.d3.loss_dice": 1.2465758085250855, "decode.d4.loss_cls": 1.0019286692142486, "decode.d4.loss_mask": 0.8257254123687744, "decode.d4.loss_dice": 1.2513610959053039, "decode.d5.loss_cls": 0.9904590427875519, "decode.d5.loss_mask": 0.8269892692565918, "decode.d5.loss_dice": 1.222006046772003, "decode.d6.loss_cls": 1.0600177109241486, "decode.d6.loss_mask": 0.8148604571819306, "decode.d6.loss_dice": 1.2101006507873535, "decode.d7.loss_cls": 0.9584514021873474, "decode.d7.loss_mask": 0.8045570731163025, "decode.d7.loss_dice": 1.2129559874534608, "decode.d8.loss_cls": 1.0255697667598724, "decode.d8.loss_mask": 0.8159498393535614, "decode.d8.loss_dice": 1.215015697479248, "time": 0.5284886360168457, "memory": 7213, "step": 17000}
{"lr": 9.035666691482828e-06, "data_time": 0.008894562721252441, "grad_norm": 84.29535140991212, "loss": 33.207675743103025, "decode.loss_cls": 1.1204332649707793, "decode.loss_mask": 0.7669915169477463, "decode.loss_dice": 1.1717012494802475, "decode.d0.loss_cls": 2.9062678813934326, "decode.d0.loss_mask": 0.8100258201360703, "decode.d0.loss_dice": 1.3683336347341537, "decode.d1.loss_cls": 1.2695850133895874, "decode.d1.loss_mask": 0.81404068171978, "decode.d1.loss_dice": 1.320358020067215, "decode.d2.loss_cls": 1.1937892735004425, "decode.d2.loss_mask": 0.7481244400143623, "decode.d2.loss_dice": 1.2196441769599915, "decode.d3.loss_cls": 1.1458642423152923, "decode.d3.loss_mask": 0.7637129127979279, "decode.d3.loss_dice": 1.2260025501251222, "decode.d4.loss_cls": 1.1025006234645844, "decode.d4.loss_mask": 0.7750223696231842, "decode.d4.loss_dice": 1.186154869198799, "decode.d5.loss_cls": 1.150051724910736, "decode.d5.loss_mask": 0.7707681715488434, "decode.d5.loss_dice": 1.1991499066352844, "decode.d6.loss_cls": 1.1636319756507874, "decode.d6.loss_mask": 0.7493900030851364, "decode.d6.loss_dice": 1.1724079251289368, "decode.d7.loss_cls": 1.1215974390506744, "decode.d7.loss_mask": 0.7666590094566346, "decode.d7.loss_dice": 1.1758087515830993, "decode.d8.loss_cls": 1.0791483491659164, "decode.d8.loss_mask": 0.7716383099555969, "decode.d8.loss_dice": 1.1788698375225066, "time": 0.5302544116973877, "memory": 7304, "step": 17050}
{"lr": 9.032822255575208e-06, "data_time": 0.008886432647705078, "grad_norm": 100.83122177124024, "loss": 30.771835136413575, "decode.loss_cls": 0.8775996774435043, "decode.loss_mask": 0.7917066514492035, "decode.loss_dice": 1.1223124355077743, "decode.d0.loss_cls": 2.5053487539291384, "decode.d0.loss_mask": 0.7983316540718078, "decode.d0.loss_dice": 1.3754127025604248, "decode.d1.loss_cls": 0.9923860549926757, "decode.d1.loss_mask": 0.8067931026220322, "decode.d1.loss_dice": 1.2662517875432968, "decode.d2.loss_cls": 0.9434933200478554, "decode.d2.loss_mask": 0.7812292128801346, "decode.d2.loss_dice": 1.186693400144577, "decode.d3.loss_cls": 1.0182762071490288, "decode.d3.loss_mask": 0.7694420576095581, "decode.d3.loss_dice": 1.1436876058578491, "decode.d4.loss_cls": 0.9769877724349498, "decode.d4.loss_mask": 0.8064292401075364, "decode.d4.loss_dice": 1.1622418582439422, "decode.d5.loss_cls": 0.9332292914390564, "decode.d5.loss_mask": 0.8236511170864105, "decode.d5.loss_dice": 1.184238961338997, "decode.d6.loss_cls": 0.8862714320421219, "decode.d6.loss_mask": 0.8001284211874008, "decode.d6.loss_dice": 1.1710386514663695, "decode.d7.loss_cls": 0.8708904325962067, "decode.d7.loss_mask": 0.7950093507766723, "decode.d7.loss_dice": 1.1326395332813264, "decode.d8.loss_cls": 0.9058691129088402, "decode.d8.loss_mask": 0.7958671569824218, "decode.d8.loss_dice": 1.148378425836563, "time": 0.5273469448089599, "memory": 7245, "step": 17100}
{"lr": 9.029977720140453e-06, "data_time": 0.009041190147399902, "grad_norm": 97.60556869506836, "loss": 38.18526344299316, "decode.loss_cls": 1.0870419174432755, "decode.loss_mask": 0.9759944140911102, "decode.loss_dice": 1.5054838538169861, "decode.d0.loss_cls": 2.6451220870018006, "decode.d0.loss_mask": 1.0667946875095367, "decode.d0.loss_dice": 1.7089568316936492, "decode.d1.loss_cls": 1.3030851498246192, "decode.d1.loss_mask": 0.9778568923473359, "decode.d1.loss_dice": 1.582122415304184, "decode.d2.loss_cls": 1.1820694774389267, "decode.d2.loss_mask": 0.9943018585443497, "decode.d2.loss_dice": 1.5423552572727204, "decode.d3.loss_cls": 1.1836338698863984, "decode.d3.loss_mask": 1.0039711236953734, "decode.d3.loss_dice": 1.4965436697006225, "decode.d4.loss_cls": 1.1898905038833618, "decode.d4.loss_mask": 0.9885864943265915, "decode.d4.loss_dice": 1.4431943714618682, "decode.d5.loss_cls": 1.0995077043771744, "decode.d5.loss_mask": 0.9721130490303039, "decode.d5.loss_dice": 1.5003208994865418, "decode.d6.loss_cls": 1.0950130611658095, "decode.d6.loss_mask": 0.9934356689453125, "decode.d6.loss_dice": 1.508944284915924, "decode.d7.loss_cls": 1.1203777611255645, "decode.d7.loss_mask": 0.9810189306735992, "decode.d7.loss_dice": 1.47779461145401, "decode.d8.loss_cls": 1.1096817687153817, "decode.d8.loss_mask": 0.9605823397636414, "decode.d8.loss_dice": 1.489469176530838, "time": 0.5281446695327758, "memory": 7216, "step": 17150}
{"lr": 9.02713308514023e-06, "data_time": 0.00898275375366211, "grad_norm": 88.31623077392578, "loss": 35.66368770599365, "decode.loss_cls": 1.1094363898038864, "decode.loss_mask": 0.9317203432321548, "decode.loss_dice": 1.2391585290431977, "decode.d0.loss_cls": 2.847673237323761, "decode.d0.loss_mask": 0.9638906508684159, "decode.d0.loss_dice": 1.5176093816757201, "decode.d1.loss_cls": 1.3563672840595244, "decode.d1.loss_mask": 0.9469135195016861, "decode.d1.loss_dice": 1.3731790721416473, "decode.d2.loss_cls": 1.1575146615505219, "decode.d2.loss_mask": 0.9472631633281707, "decode.d2.loss_dice": 1.296795380115509, "decode.d3.loss_cls": 1.1184787213802339, "decode.d3.loss_mask": 0.9185752451419831, "decode.d3.loss_dice": 1.245119321346283, "decode.d4.loss_cls": 1.1198768347501755, "decode.d4.loss_mask": 0.9458106189966202, "decode.d4.loss_dice": 1.2961101710796357, "decode.d5.loss_cls": 1.1141989439725877, "decode.d5.loss_mask": 0.9275848031044006, "decode.d5.loss_dice": 1.2818610787391662, "decode.d6.loss_cls": 1.1245631664991378, "decode.d6.loss_mask": 0.9220223993062973, "decode.d6.loss_dice": 1.229237711429596, "decode.d7.loss_cls": 1.1470453053712846, "decode.d7.loss_mask": 0.9498639047145844, "decode.d7.loss_dice": 1.2513275146484375, "decode.d8.loss_cls": 1.185866689682007, "decode.d8.loss_mask": 0.950956928730011, "decode.d8.loss_dice": 1.247666311264038, "time": 0.5300710678100586, "memory": 7225, "step": 17200}
{"lr": 9.024288350536203e-06, "data_time": 0.009019804000854493, "grad_norm": 95.38904266357422, "loss": 38.236555862426755, "decode.loss_cls": 1.1850260257720948, "decode.loss_mask": 0.941924437880516, "decode.loss_dice": 1.4588727980852128, "decode.d0.loss_cls": 2.7148305654525755, "decode.d0.loss_mask": 0.9964267164468765, "decode.d0.loss_dice": 1.6472785860300063, "decode.d1.loss_cls": 1.3948693335056306, "decode.d1.loss_mask": 1.0103041887283326, "decode.d1.loss_dice": 1.539769259095192, "decode.d2.loss_cls": 1.2780056178569794, "decode.d2.loss_mask": 0.9405853569507598, "decode.d2.loss_dice": 1.5243539541959763, "decode.d3.loss_cls": 1.2162745773792267, "decode.d3.loss_mask": 0.9507717460393905, "decode.d3.loss_dice": 1.5290446996688842, "decode.d4.loss_cls": 1.185518091917038, "decode.d4.loss_mask": 0.9175724416971207, "decode.d4.loss_dice": 1.5060240507125855, "decode.d5.loss_cls": 1.1912068247795105, "decode.d5.loss_mask": 0.929838427901268, "decode.d5.loss_dice": 1.4964048564434052, "decode.d6.loss_cls": 1.1591744244098663, "decode.d6.loss_mask": 0.9156268179416657, "decode.d6.loss_dice": 1.4705813884735108, "decode.d7.loss_cls": 1.1647403925657271, "decode.d7.loss_mask": 0.9094661712646485, "decode.d7.loss_dice": 1.465670332312584, "decode.d8.loss_cls": 1.192834848165512, "decode.d8.loss_mask": 0.9425683885812759, "decode.d8.loss_dice": 1.4609913498163223, "time": 0.5284430265426636, "memory": 7220, "step": 17250}
{"lr": 9.02144351628998e-06, "data_time": 0.009073615074157715, "grad_norm": 93.0138771057129, "loss": 36.174057197570804, "decode.loss_cls": 1.085139098763466, "decode.loss_mask": 0.9922384291887283, "decode.loss_dice": 1.3074112296104432, "decode.d0.loss_cls": 2.4364081740379335, "decode.d0.loss_mask": 1.0234697312116623, "decode.d0.loss_dice": 1.4559383243322372, "decode.d1.loss_cls": 1.3696615278720856, "decode.d1.loss_mask": 1.0577595978975296, "decode.d1.loss_dice": 1.444531536102295, "decode.d2.loss_cls": 1.1972573220729827, "decode.d2.loss_mask": 1.0017716407775878, "decode.d2.loss_dice": 1.4036985874176025, "decode.d3.loss_cls": 1.1375057399272919, "decode.d3.loss_mask": 0.9830563992261887, "decode.d3.loss_dice": 1.3234466463327408, "decode.d4.loss_cls": 1.1089063957333565, "decode.d4.loss_mask": 1.0061104029417038, "decode.d4.loss_dice": 1.3190238252282143, "decode.d5.loss_cls": 1.069304457306862, "decode.d5.loss_mask": 1.0020339131355285, "decode.d5.loss_dice": 1.3172178864479065, "decode.d6.loss_cls": 1.1337853491306304, "decode.d6.loss_mask": 0.9425102800130845, "decode.d6.loss_dice": 1.2991029769182205, "decode.d7.loss_cls": 1.1266369938850402, "decode.d7.loss_mask": 0.9482970982789993, "decode.d7.loss_dice": 1.3160165965557098, "decode.d8.loss_cls": 1.0997150510549545, "decode.d8.loss_mask": 0.9865620911121369, "decode.d8.loss_dice": 1.2795414537191392, "time": 0.578973388671875, "memory": 7282, "step": 17300}
{"lr": 9.018598582363156e-06, "data_time": 0.009015202522277832, "grad_norm": 87.61497192382812, "loss": 25.964875984191895, "decode.loss_cls": 0.6997076235711575, "decode.loss_mask": 0.6118549168109894, "decode.loss_dice": 1.0836814418435097, "decode.d0.loss_cls": 2.22018506526947, "decode.d0.loss_mask": 0.6910741806030274, "decode.d0.loss_dice": 1.1705565825104713, "decode.d1.loss_cls": 0.9129075542092323, "decode.d1.loss_mask": 0.598612305521965, "decode.d1.loss_dice": 1.1529486611485482, "decode.d2.loss_cls": 0.765151047706604, "decode.d2.loss_mask": 0.6152625262737275, "decode.d2.loss_dice": 1.0917646497488023, "decode.d3.loss_cls": 0.7423024579882622, "decode.d3.loss_mask": 0.5969041168689728, "decode.d3.loss_dice": 1.043589462339878, "decode.d4.loss_cls": 0.7161590188741684, "decode.d4.loss_mask": 0.6021724924445152, "decode.d4.loss_dice": 1.049234965443611, "decode.d5.loss_cls": 0.7757565438747406, "decode.d5.loss_mask": 0.6089916348457336, "decode.d5.loss_dice": 1.0606047376990317, "decode.d6.loss_cls": 0.7367039829492569, "decode.d6.loss_mask": 0.6106679171323777, "decode.d6.loss_dice": 1.0439153537154198, "decode.d7.loss_cls": 0.7208766460418701, "decode.d7.loss_mask": 0.616284342110157, "decode.d7.loss_dice": 1.040777327120304, "decode.d8.loss_cls": 0.7238142661750316, "decode.d8.loss_mask": 0.6127553194761276, "decode.d8.loss_dice": 1.0496588036417962, "time": 0.5276748657226562, "memory": 7215, "step": 17350}
{"lr": 9.015753548717305e-06, "data_time": 0.00895707607269287, "grad_norm": 87.31699295043946, "loss": 34.42134199142456, "decode.loss_cls": 1.1569722950458527, "decode.loss_mask": 0.6764284491539001, "decode.loss_dice": 1.3638194650411606, "decode.d0.loss_cls": 2.9207772254943847, "decode.d0.loss_mask": 0.7578201830387116, "decode.d0.loss_dice": 1.6534898459911347, "decode.d1.loss_cls": 1.2389986112713813, "decode.d1.loss_mask": 0.7419284999370575, "decode.d1.loss_dice": 1.5167388319969177, "decode.d2.loss_cls": 1.0898536756634711, "decode.d2.loss_mask": 0.7039891362190247, "decode.d2.loss_dice": 1.422242957353592, "decode.d3.loss_cls": 1.0367507487535477, "decode.d3.loss_mask": 0.7196727633476258, "decode.d3.loss_dice": 1.397078424692154, "decode.d4.loss_cls": 1.0374998524785042, "decode.d4.loss_mask": 0.711906373500824, "decode.d4.loss_dice": 1.3893524646759032, "decode.d5.loss_cls": 1.0702353879809379, "decode.d5.loss_mask": 0.7077014297246933, "decode.d5.loss_dice": 1.4131279438734055, "decode.d6.loss_cls": 1.1079896092414856, "decode.d6.loss_mask": 0.6973921418190002, "decode.d6.loss_dice": 1.4125831067562102, "decode.d7.loss_cls": 1.1376895174384116, "decode.d7.loss_mask": 0.7271907895803451, "decode.d7.loss_dice": 1.4123405039310455, "decode.d8.loss_cls": 1.1191279679536819, "decode.d8.loss_mask": 0.70401271879673, "decode.d8.loss_dice": 1.3766314208507537, "time": 0.52745521068573, "memory": 7250, "step": 17400}
{"lr": 9.01290841531396e-06, "data_time": 0.009097719192504882, "grad_norm": 86.88456573486329, "loss": 37.2636305809021, "decode.loss_cls": 1.1276590913534164, "decode.loss_mask": 1.0262446045875548, "decode.loss_dice": 1.3088901430368423, "decode.d0.loss_cls": 2.6525720357894897, "decode.d0.loss_mask": 1.0831934541463852, "decode.d0.loss_dice": 1.5632081761956216, "decode.d1.loss_cls": 1.3541589945554733, "decode.d1.loss_mask": 1.0436742275953292, "decode.d1.loss_dice": 1.5042031347751617, "decode.d2.loss_cls": 1.267873853445053, "decode.d2.loss_mask": 1.040691739320755, "decode.d2.loss_dice": 1.3969855606555939, "decode.d3.loss_cls": 1.213814440369606, "decode.d3.loss_mask": 1.019146490097046, "decode.d3.loss_dice": 1.3049369543790816, "decode.d4.loss_cls": 1.1836710333824159, "decode.d4.loss_mask": 1.0033784747123717, "decode.d4.loss_dice": 1.307905597984791, "decode.d5.loss_cls": 1.1753311067819596, "decode.d5.loss_mask": 1.0074385285377503, "decode.d5.loss_dice": 1.3212786495685578, "decode.d6.loss_cls": 1.1720747649669647, "decode.d6.loss_mask": 0.9982504636049271, "decode.d6.loss_dice": 1.2774444952607156, "decode.d7.loss_cls": 1.1130093663930893, "decode.d7.loss_mask": 0.9968979716300964, "decode.d7.loss_dice": 1.299951222538948, "decode.d8.loss_cls": 1.1470420837402344, "decode.d8.loss_mask": 1.0353939652442932, "decode.d8.loss_dice": 1.3173077031970024, "time": 0.5292037725448608, "memory": 7282, "step": 17450}
{"lr": 9.010063182114637e-06, "data_time": 0.008825325965881347, "grad_norm": 94.22113647460938, "loss": 39.8367094039917, "decode.loss_cls": 1.4178127765655517, "decode.loss_mask": 0.8431599646806717, "decode.loss_dice": 1.4562790870666504, "decode.d0.loss_cls": 2.9829791665077208, "decode.d0.loss_mask": 0.8824195265769958, "decode.d0.loss_dice": 1.7516030550003052, "decode.d1.loss_cls": 1.5300848603248596, "decode.d1.loss_mask": 0.8889998465776443, "decode.d1.loss_dice": 1.6753871083259582, "decode.d2.loss_cls": 1.4088224172592163, "decode.d2.loss_mask": 0.9008139044046402, "decode.d2.loss_dice": 1.5785433411598206, "decode.d3.loss_cls": 1.3560097694396973, "decode.d3.loss_mask": 0.8352884531021119, "decode.d3.loss_dice": 1.4814943611621856, "decode.d4.loss_cls": 1.3296727538108826, "decode.d4.loss_mask": 0.8967484593391418, "decode.d4.loss_dice": 1.4657785236835479, "decode.d5.loss_cls": 1.3678837239742279, "decode.d5.loss_mask": 0.8468779891729354, "decode.d5.loss_dice": 1.5105918407440186, "decode.d6.loss_cls": 1.4019991636276246, "decode.d6.loss_mask": 0.9139762222766876, "decode.d6.loss_dice": 1.513953721523285, "decode.d7.loss_cls": 1.383235800266266, "decode.d7.loss_mask": 0.873318201303482, "decode.d7.loss_dice": 1.496174168586731, "decode.d8.loss_cls": 1.4575657069683075, "decode.d8.loss_mask": 0.8719748258590698, "decode.d8.loss_dice": 1.5172589600086213, "time": 0.5295146465301513, "memory": 7220, "step": 17500}
{"lr": 9.007217849080831e-06, "data_time": 0.00892188549041748, "grad_norm": 86.1615966796875, "loss": 31.593649673461915, "decode.loss_cls": 0.9436567381024361, "decode.loss_mask": 0.7587332516908646, "decode.loss_dice": 1.261092519760132, "decode.d0.loss_cls": 2.727225053310394, "decode.d0.loss_mask": 0.7997328519821167, "decode.d0.loss_dice": 1.4040217101573944, "decode.d1.loss_cls": 1.1730958253145218, "decode.d1.loss_mask": 0.8006984144449234, "decode.d1.loss_dice": 1.2877655118703841, "decode.d2.loss_cls": 0.9425842925906182, "decode.d2.loss_mask": 0.7891049295663833, "decode.d2.loss_dice": 1.2690353006124497, "decode.d3.loss_cls": 0.9786810807883739, "decode.d3.loss_mask": 0.7727223306894302, "decode.d3.loss_dice": 1.2485991925001145, "decode.d4.loss_cls": 0.9120691575109958, "decode.d4.loss_mask": 0.759648597240448, "decode.d4.loss_dice": 1.2002777934074402, "decode.d5.loss_cls": 0.9738547101616859, "decode.d5.loss_mask": 0.7398763775825501, "decode.d5.loss_dice": 1.1891449689865112, "decode.d6.loss_cls": 0.9033134542405605, "decode.d6.loss_mask": 0.7552767395973206, "decode.d6.loss_dice": 1.2054371982812881, "decode.d7.loss_cls": 0.9362067177891731, "decode.d7.loss_mask": 0.7333919137716294, "decode.d7.loss_dice": 1.2117790400981903, "decode.d8.loss_cls": 0.940695509314537, "decode.d8.loss_mask": 0.760048457980156, "decode.d8.loss_dice": 1.2158808052539825, "time": 0.5292186260223388, "memory": 7217, "step": 17550}
{"lr": 9.004372416173972e-06, "data_time": 0.009014725685119629, "grad_norm": 94.24777297973633, "loss": 32.79771184921265, "decode.loss_cls": 1.093652966618538, "decode.loss_mask": 0.8943962901830673, "decode.loss_dice": 1.1064578503370286, "decode.d0.loss_cls": 2.570678472518921, "decode.d0.loss_mask": 0.9551137298345566, "decode.d0.loss_dice": 1.3227312564849854, "decode.d1.loss_cls": 1.1251466155052186, "decode.d1.loss_mask": 0.8827426254749298, "decode.d1.loss_dice": 1.1842491567134856, "decode.d2.loss_cls": 1.1360355526208878, "decode.d2.loss_mask": 0.8835436999797821, "decode.d2.loss_dice": 1.1065399706363679, "decode.d3.loss_cls": 1.1234517604112626, "decode.d3.loss_mask": 0.8615821182727814, "decode.d3.loss_dice": 1.0702118188142777, "decode.d4.loss_cls": 1.1336689442396164, "decode.d4.loss_mask": 0.906102842092514, "decode.d4.loss_dice": 1.1084201753139495, "decode.d5.loss_cls": 1.1072134524583817, "decode.d5.loss_mask": 0.8725632786750793, "decode.d5.loss_dice": 1.1122360080480576, "decode.d6.loss_cls": 1.1228919446468353, "decode.d6.loss_mask": 0.8531035751104354, "decode.d6.loss_dice": 1.094162791967392, "decode.d7.loss_cls": 1.123594757914543, "decode.d7.loss_mask": 0.8547542154788971, "decode.d7.loss_dice": 1.0782447338104248, "decode.d8.loss_cls": 1.096728551387787, "decode.d8.loss_mask": 0.9050401121377945, "decode.d8.loss_dice": 1.1124541133642196, "time": 0.5532783508300781, "memory": 7196, "step": 17600}
{"lr": 9.001526883355497e-06, "data_time": 0.009023380279541016, "grad_norm": 92.7376091003418, "loss": 28.0644850730896, "decode.loss_cls": 0.9997014850378036, "decode.loss_mask": 0.6854629427194595, "decode.loss_dice": 0.9014936119318009, "decode.d0.loss_cls": 2.468201422691345, "decode.d0.loss_mask": 0.7581640034914017, "decode.d0.loss_dice": 1.0938637644052505, "decode.d1.loss_cls": 1.0546185031533242, "decode.d1.loss_mask": 0.71116301715374, "decode.d1.loss_dice": 0.9893122702836991, "decode.d2.loss_cls": 1.0570586130023003, "decode.d2.loss_mask": 0.7163672417402267, "decode.d2.loss_dice": 0.9819232404232026, "decode.d3.loss_cls": 0.9846444964408875, "decode.d3.loss_mask": 0.6955975741147995, "decode.d3.loss_dice": 0.962374883890152, "decode.d4.loss_cls": 0.961656405031681, "decode.d4.loss_mask": 0.6988219767808914, "decode.d4.loss_dice": 0.9528575539588928, "decode.d5.loss_cls": 0.9102264940738678, "decode.d5.loss_mask": 0.7037081599235535, "decode.d5.loss_dice": 0.9459832191467286, "decode.d6.loss_cls": 0.9676145911216736, "decode.d6.loss_mask": 0.7014859855175019, "decode.d6.loss_dice": 0.945378789305687, "decode.d7.loss_cls": 0.9554998755455018, "decode.d7.loss_mask": 0.7071737200021744, "decode.d7.loss_dice": 0.9395142614841461, "decode.d8.loss_cls": 0.9731064468622208, "decode.d8.loss_mask": 0.7123633801937104, "decode.d8.loss_dice": 0.9291475266218185, "time": 0.5280491352081299, "memory": 7362, "step": 17650}
{"lr": 8.998681250586795e-06, "data_time": 0.00908961296081543, "grad_norm": 87.27858123779296, "loss": 36.53963985443115, "decode.loss_cls": 1.0939627408981323, "decode.loss_mask": 0.8610349178314209, "decode.loss_dice": 1.4700541496276855, "decode.d0.loss_cls": 2.6937641978263853, "decode.d0.loss_mask": 0.9497838497161866, "decode.d0.loss_dice": 1.7723676264286041, "decode.d1.loss_cls": 1.149370375275612, "decode.d1.loss_mask": 0.9109781056642532, "decode.d1.loss_dice": 1.5880184113979339, "decode.d2.loss_cls": 1.0883953645825386, "decode.d2.loss_mask": 0.9004750490188599, "decode.d2.loss_dice": 1.512658381462097, "decode.d3.loss_cls": 1.131224273145199, "decode.d3.loss_mask": 0.864539510011673, "decode.d3.loss_dice": 1.4471901029348373, "decode.d4.loss_cls": 1.0792852893471718, "decode.d4.loss_mask": 0.8517581284046173, "decode.d4.loss_dice": 1.44561105966568, "decode.d5.loss_cls": 1.1984451815485955, "decode.d5.loss_mask": 0.8650523602962494, "decode.d5.loss_dice": 1.4705010056495667, "decode.d6.loss_cls": 1.0428478881716727, "decode.d6.loss_mask": 0.8880366563796998, "decode.d6.loss_dice": 1.471878069639206, "decode.d7.loss_cls": 1.0730110302567482, "decode.d7.loss_mask": 0.8975384950637817, "decode.d7.loss_dice": 1.4252920985221862, "decode.d8.loss_cls": 1.041934970021248, "decode.d8.loss_mask": 0.8982922017574311, "decode.d8.loss_dice": 1.4563379734754562, "time": 0.5267386198043823, "memory": 7219, "step": 17700}
{"lr": 8.99583551782924e-06, "data_time": 0.008895325660705566, "grad_norm": 85.86003952026367, "loss": 26.868938064575197, "decode.loss_cls": 0.8191095560789108, "decode.loss_mask": 0.7161377608776093, "decode.loss_dice": 0.9851573601365089, "decode.d0.loss_cls": 2.1795594692230225, "decode.d0.loss_mask": 0.6459412515163422, "decode.d0.loss_dice": 1.135708586871624, "decode.d1.loss_cls": 0.9657666206359863, "decode.d1.loss_mask": 0.6843952536582947, "decode.d1.loss_dice": 1.0800260841846465, "decode.d2.loss_cls": 0.777067805826664, "decode.d2.loss_mask": 0.7175250232219696, "decode.d2.loss_dice": 1.0618076562881469, "decode.d3.loss_cls": 0.8708611264824867, "decode.d3.loss_mask": 0.6778820812702179, "decode.d3.loss_dice": 0.9844705998897553, "decode.d4.loss_cls": 0.8774305790662765, "decode.d4.loss_mask": 0.6839654058218002, "decode.d4.loss_dice": 1.0050543174147606, "decode.d5.loss_cls": 0.8275313690304756, "decode.d5.loss_mask": 0.6934736520051956, "decode.d5.loss_dice": 1.0049623832106591, "decode.d6.loss_cls": 0.8669223785400391, "decode.d6.loss_mask": 0.6529318153858185, "decode.d6.loss_dice": 0.96623724848032, "decode.d7.loss_cls": 0.8617640614509583, "decode.d7.loss_mask": 0.6868329703807831, "decode.d7.loss_dice": 0.9662127703428268, "decode.d8.loss_cls": 0.8280764296650887, "decode.d8.loss_mask": 0.6890803515911103, "decode.d8.loss_dice": 0.9570474952459336, "time": 0.5276746273040771, "memory": 7208, "step": 17750}
{"lr": 8.99298968504417e-06, "data_time": 0.008788180351257325, "grad_norm": 87.3444206237793, "loss": 36.52180633544922, "decode.loss_cls": 1.1581527292728424, "decode.loss_mask": 0.8673875302076339, "decode.loss_dice": 1.395660085976124, "decode.d0.loss_cls": 2.5916046857833863, "decode.d0.loss_mask": 0.9144437670707702, "decode.d0.loss_dice": 1.6156265616416932, "decode.d1.loss_cls": 1.3227141201496124, "decode.d1.loss_mask": 0.900324946641922, "decode.d1.loss_dice": 1.4781484693288802, "decode.d2.loss_cls": 1.23887460231781, "decode.d2.loss_mask": 0.9069479405879974, "decode.d2.loss_dice": 1.487376195192337, "decode.d3.loss_cls": 1.1936217844486237, "decode.d3.loss_mask": 0.8952403336763382, "decode.d3.loss_dice": 1.4071385532617569, "decode.d4.loss_cls": 1.1870144188404084, "decode.d4.loss_mask": 0.8721647500991822, "decode.d4.loss_dice": 1.3941053807735444, "decode.d5.loss_cls": 1.1828321188688278, "decode.d5.loss_mask": 0.8763558775186538, "decode.d5.loss_dice": 1.361662845313549, "decode.d6.loss_cls": 1.1300594538450242, "decode.d6.loss_mask": 0.880206024646759, "decode.d6.loss_dice": 1.385641860961914, "decode.d7.loss_cls": 1.1078681468963623, "decode.d7.loss_mask": 0.9171555295586586, "decode.d7.loss_dice": 1.426974892616272, "decode.d8.loss_cls": 1.1216993123292922, "decode.d8.loss_mask": 0.890883332490921, "decode.d8.loss_dice": 1.4139208123087883, "time": 0.528378677368164, "memory": 7227, "step": 17800}
{"lr": 8.990143752192889e-06, "data_time": 0.008780694007873536, "grad_norm": 83.69919204711914, "loss": 33.73713436126709, "decode.loss_cls": 0.9839781820774078, "decode.loss_mask": 0.9316580593585968, "decode.loss_dice": 1.2269566625356674, "decode.d0.loss_cls": 2.5064241766929625, "decode.d0.loss_mask": 0.9261159241199494, "decode.d0.loss_dice": 1.4416227221488953, "decode.d1.loss_cls": 1.1436733782291413, "decode.d1.loss_mask": 0.9409244120121002, "decode.d1.loss_dice": 1.3354731023311615, "decode.d2.loss_cls": 1.0915530383586884, "decode.d2.loss_mask": 0.9121641278266907, "decode.d2.loss_dice": 1.291009110212326, "decode.d3.loss_cls": 0.9983480751514435, "decode.d3.loss_mask": 0.9389776110649108, "decode.d3.loss_dice": 1.2349255412817002, "decode.d4.loss_cls": 0.9941053122282029, "decode.d4.loss_mask": 0.9461172223091125, "decode.d4.loss_dice": 1.2353288650512695, "decode.d5.loss_cls": 1.0269930899143218, "decode.d5.loss_mask": 0.9247576236724854, "decode.d5.loss_dice": 1.2200476229190826, "decode.d6.loss_cls": 1.0047723799943924, "decode.d6.loss_mask": 0.9394230544567108, "decode.d6.loss_dice": 1.2455505222082137, "decode.d7.loss_cls": 0.9834208458662033, "decode.d7.loss_mask": 0.9423454403877258, "decode.d7.loss_dice": 1.2382646948099136, "decode.d8.loss_cls": 1.001949244737625, "decode.d8.loss_mask": 0.907036179304123, "decode.d8.loss_dice": 1.2232177436351777, "time": 0.5997963428497315, "memory": 7244, "step": 17850}
{"lr": 8.987297719236697e-06, "data_time": 0.009002399444580079, "grad_norm": 107.05255126953125, "loss": 38.32895450592041, "decode.loss_cls": 1.117053084075451, "decode.loss_mask": 1.039977103471756, "decode.loss_dice": 1.4926457762718202, "decode.d0.loss_cls": 2.4398480534553526, "decode.d0.loss_mask": 1.160623800754547, "decode.d0.loss_dice": 1.7720815181732177, "decode.d1.loss_cls": 1.3245613902807236, "decode.d1.loss_mask": 1.0887090265750885, "decode.d1.loss_dice": 1.5626670241355896, "decode.d2.loss_cls": 1.1924730226397515, "decode.d2.loss_mask": 1.0618902087211608, "decode.d2.loss_dice": 1.4923526406288148, "decode.d3.loss_cls": 1.1945962354540824, "decode.d3.loss_mask": 1.0439416617155075, "decode.d3.loss_dice": 1.4443003714084626, "decode.d4.loss_cls": 1.1417203843593597, "decode.d4.loss_mask": 0.990682864189148, "decode.d4.loss_dice": 1.4367883414030076, "decode.d5.loss_cls": 1.07780369669199, "decode.d5.loss_mask": 1.034598696231842, "decode.d5.loss_dice": 1.4829143047332765, "decode.d6.loss_cls": 1.0872089251875878, "decode.d6.loss_mask": 1.0321429550647736, "decode.d6.loss_dice": 1.4408603966236115, "decode.d7.loss_cls": 1.0554462939500808, "decode.d7.loss_mask": 1.0253307044506073, "decode.d7.loss_dice": 1.4794110029935836, "decode.d8.loss_cls": 1.1158036649227143, "decode.d8.loss_mask": 1.012802255153656, "decode.d8.loss_dice": 1.4877171009778976, "time": 0.5279528141021729, "memory": 7282, "step": 17900}
{"lr": 8.984451586136821e-06, "data_time": 0.008969473838806152, "grad_norm": 85.1396541595459, "loss": 31.518635272979736, "decode.loss_cls": 1.0517703682184218, "decode.loss_mask": 0.8142196297645569, "decode.loss_dice": 1.09246686398983, "decode.d0.loss_cls": 2.481459319591522, "decode.d0.loss_mask": 0.8317674428224564, "decode.d0.loss_dice": 1.3863171458244323, "decode.d1.loss_cls": 1.1795269012451173, "decode.d1.loss_mask": 0.7885626047849655, "decode.d1.loss_dice": 1.24701269865036, "decode.d2.loss_cls": 1.081243282556534, "decode.d2.loss_mask": 0.781644630432129, "decode.d2.loss_dice": 1.1880356937646865, "decode.d3.loss_cls": 1.0224043518304824, "decode.d3.loss_mask": 0.8019814968109131, "decode.d3.loss_dice": 1.1219019263982772, "decode.d4.loss_cls": 1.0561584055423736, "decode.d4.loss_mask": 0.7849255263805389, "decode.d4.loss_dice": 1.1277456790208817, "decode.d5.loss_cls": 1.009798514842987, "decode.d5.loss_mask": 0.7985026359558105, "decode.d5.loss_dice": 1.0975391000509263, "decode.d6.loss_cls": 0.9790715843439102, "decode.d6.loss_mask": 0.7980524986982346, "decode.d6.loss_dice": 1.1229222238063812, "decode.d7.loss_cls": 1.026001328229904, "decode.d7.loss_mask": 0.8062651216983795, "decode.d7.loss_dice": 1.1347787261009217, "decode.d8.loss_cls": 0.9413520872592926, "decode.d8.loss_mask": 0.8179228127002716, "decode.d8.loss_dice": 1.1472840428352356, "time": 0.5301594734191895, "memory": 7206, "step": 17950}
{"lr": 8.98160535285451e-06, "data_time": 0.008829069137573243, "grad_norm": 96.96770477294922, "loss": 32.839552116394046, "decode.loss_cls": 1.032479152083397, "decode.loss_mask": 0.8206489145755768, "decode.loss_dice": 1.2079903155565261, "decode.d0.loss_cls": 2.580973172187805, "decode.d0.loss_mask": 0.8877608299255371, "decode.d0.loss_dice": 1.319026944041252, "decode.d1.loss_cls": 1.2419766187667847, "decode.d1.loss_mask": 0.8791650176048279, "decode.d1.loss_dice": 1.3421462178230286, "decode.d2.loss_cls": 1.1225227385759353, "decode.d2.loss_mask": 0.8453373968601227, "decode.d2.loss_dice": 1.2272581487894059, "decode.d3.loss_cls": 1.0585507482290268, "decode.d3.loss_mask": 0.8256353676319123, "decode.d3.loss_dice": 1.1804586797952652, "decode.d4.loss_cls": 1.0607767909765244, "decode.d4.loss_mask": 0.8339028537273407, "decode.d4.loss_dice": 1.1671852111816405, "decode.d5.loss_cls": 1.0625084400177003, "decode.d5.loss_mask": 0.8423826277256012, "decode.d5.loss_dice": 1.1915049523115158, "decode.d6.loss_cls": 1.0577503323554993, "decode.d6.loss_mask": 0.8303627908229828, "decode.d6.loss_dice": 1.1765108823776245, "decode.d7.loss_cls": 1.0003541141748429, "decode.d7.loss_mask": 0.8210492968559265, "decode.d7.loss_dice": 1.1695721715688705, "decode.d8.loss_cls": 1.0102208971977233, "decode.d8.loss_mask": 0.8434341430664063, "decode.d8.loss_dice": 1.2001064598560334, "time": 0.5255286931991577, "memory": 7195, "step": 18000}
{"lr": 8.978759019350946e-06, "data_time": 0.008984184265136719, "grad_norm": 83.537646484375, "loss": 40.06054878234863, "decode.loss_cls": 1.1599962890148163, "decode.loss_mask": 1.0004175692796706, "decode.loss_dice": 1.5667534589767456, "decode.d0.loss_cls": 2.531726360321045, "decode.d0.loss_mask": 1.1123249053955078, "decode.d0.loss_dice": 1.8261674046516418, "decode.d1.loss_cls": 1.3050710737705231, "decode.d1.loss_mask": 1.0527898609638213, "decode.d1.loss_dice": 1.7134965538978577, "decode.d2.loss_cls": 1.256936377286911, "decode.d2.loss_mask": 1.04348566532135, "decode.d2.loss_dice": 1.6501175999641418, "decode.d3.loss_cls": 1.2621982395648956, "decode.d3.loss_mask": 1.028936368227005, "decode.d3.loss_dice": 1.5578993618488313, "decode.d4.loss_cls": 1.312207317352295, "decode.d4.loss_mask": 1.0185551583766936, "decode.d4.loss_dice": 1.526849353313446, "decode.d5.loss_cls": 1.211469128727913, "decode.d5.loss_mask": 1.004300993680954, "decode.d5.loss_dice": 1.5656917870044709, "decode.d6.loss_cls": 1.1831494718790054, "decode.d6.loss_mask": 1.0150856018066405, "decode.d6.loss_dice": 1.5624351859092713, "decode.d7.loss_cls": 1.1836196780204773, "decode.d7.loss_mask": 1.0173785090446472, "decode.d7.loss_dice": 1.5582677841186523, "decode.d8.loss_cls": 1.2357957661151886, "decode.d8.loss_mask": 1.0279105573892593, "decode.d8.loss_dice": 1.569514811038971, "time": 0.5535270214080811, "memory": 7304, "step": 18050}
{"lr": 8.975912585587298e-06, "data_time": 0.008778953552246093, "grad_norm": 90.45399322509766, "loss": 35.09056701660156, "decode.loss_cls": 1.1396052330732345, "decode.loss_mask": 0.7479736179113388, "decode.loss_dice": 1.3174589693546295, "decode.d0.loss_cls": 2.9825830817222596, "decode.d0.loss_mask": 0.7938057571649552, "decode.d0.loss_dice": 1.5272148072719574, "decode.d1.loss_cls": 1.4260861337184907, "decode.d1.loss_mask": 0.7605461627244949, "decode.d1.loss_dice": 1.4319333732128143, "decode.d2.loss_cls": 1.3222843945026397, "decode.d2.loss_mask": 0.7279102355241776, "decode.d2.loss_dice": 1.3531206011772157, "decode.d3.loss_cls": 1.2648265331983566, "decode.d3.loss_mask": 0.7202419489622116, "decode.d3.loss_dice": 1.3284979999065398, "decode.d4.loss_cls": 1.2476861476898193, "decode.d4.loss_mask": 0.7136258333921432, "decode.d4.loss_dice": 1.300644761323929, "decode.d5.loss_cls": 1.2175272107124329, "decode.d5.loss_mask": 0.7157718151807785, "decode.d5.loss_dice": 1.3336603760719299, "decode.d6.loss_cls": 1.2000771522521974, "decode.d6.loss_mask": 0.7115653693675995, "decode.d6.loss_dice": 1.2995893597602843, "decode.d7.loss_cls": 1.1926140457391738, "decode.d7.loss_mask": 0.7359541833400727, "decode.d7.loss_dice": 1.3260518670082093, "decode.d8.loss_cls": 1.1583000779151917, "decode.d8.loss_mask": 0.7362295597791672, "decode.d8.loss_dice": 1.3571793913841248, "time": 0.5260013103485107, "memory": 7230, "step": 18100}
{"lr": 8.973066051524719e-06, "data_time": 0.009141135215759277, "grad_norm": 87.35172958374024, "loss": 37.89706192016602, "decode.loss_cls": 1.2657211512327193, "decode.loss_mask": 0.8079258471727371, "decode.loss_dice": 1.4743624746799469, "decode.d0.loss_cls": 2.943299078941345, "decode.d0.loss_mask": 0.8705132603645325, "decode.d0.loss_dice": 1.774353450536728, "decode.d1.loss_cls": 1.4408336520195006, "decode.d1.loss_mask": 0.8486636251211166, "decode.d1.loss_dice": 1.5867016822099687, "decode.d2.loss_cls": 1.2942994117736817, "decode.d2.loss_mask": 0.8328769594430924, "decode.d2.loss_dice": 1.519052231311798, "decode.d3.loss_cls": 1.2643762081861496, "decode.d3.loss_mask": 0.8149171739816665, "decode.d3.loss_dice": 1.4592533528804779, "decode.d4.loss_cls": 1.3402166217565536, "decode.d4.loss_mask": 0.8017870545387268, "decode.d4.loss_dice": 1.4462915301322936, "decode.d5.loss_cls": 1.2631228178739549, "decode.d5.loss_mask": 0.8039321273565292, "decode.d5.loss_dice": 1.44388228058815, "decode.d6.loss_cls": 1.3221427768468856, "decode.d6.loss_mask": 0.796115443110466, "decode.d6.loss_dice": 1.4631409376859665, "decode.d7.loss_cls": 1.291780036687851, "decode.d7.loss_mask": 0.7923503011465073, "decode.d7.loss_dice": 1.4475740373134613, "decode.d8.loss_cls": 1.2732796043157577, "decode.d8.loss_mask": 0.7953867703676224, "decode.d8.loss_dice": 1.4189094573259353, "time": 0.5285206794738769, "memory": 7254, "step": 18150}
{"lr": 8.970219417124305e-06, "data_time": 0.008947515487670898, "grad_norm": 83.93547973632812, "loss": 35.34005146026611, "decode.loss_cls": 1.1277734577655791, "decode.loss_mask": 0.9455639600753785, "decode.loss_dice": 1.1543520152568818, "decode.d0.loss_cls": 2.7432488918304445, "decode.d0.loss_mask": 1.044068416953087, "decode.d0.loss_dice": 1.4693306684494019, "decode.d1.loss_cls": 1.3039423644542694, "decode.d1.loss_mask": 1.0232694298028946, "decode.d1.loss_dice": 1.3634497821331024, "decode.d2.loss_cls": 1.1360938668251037, "decode.d2.loss_mask": 1.034923017024994, "decode.d2.loss_dice": 1.2832529246807098, "decode.d3.loss_cls": 1.148263055086136, "decode.d3.loss_mask": 0.994134533405304, "decode.d3.loss_dice": 1.2366675406694412, "decode.d4.loss_cls": 1.1116808533668519, "decode.d4.loss_mask": 0.9534988015890121, "decode.d4.loss_dice": 1.2240238070487977, "decode.d5.loss_cls": 1.1478864133358002, "decode.d5.loss_mask": 0.9605542659759522, "decode.d5.loss_dice": 1.1849067240953446, "decode.d6.loss_cls": 1.1327399134635925, "decode.d6.loss_mask": 0.9652089774608612, "decode.d6.loss_dice": 1.164987137913704, "decode.d7.loss_cls": 1.1265737652778625, "decode.d7.loss_mask": 0.9400382757186889, "decode.d7.loss_dice": 1.156039649248123, "decode.d8.loss_cls": 1.1496842920780181, "decode.d8.loss_mask": 0.9469104021787643, "decode.d8.loss_dice": 1.1669847309589385, "time": 0.554967737197876, "memory": 7226, "step": 18200}
{"lr": 8.967372682347138e-06, "data_time": 0.008821225166320801, "grad_norm": 97.86920547485352, "loss": 35.953087615966794, "decode.loss_cls": 1.010297927260399, "decode.loss_mask": 0.9349637866020203, "decode.loss_dice": 1.4450187742710114, "decode.d0.loss_cls": 2.418529438972473, "decode.d0.loss_mask": 1.0716803431510926, "decode.d0.loss_dice": 1.6168120801448822, "decode.d1.loss_cls": 1.0878961235284805, "decode.d1.loss_mask": 0.9906436443328858, "decode.d1.loss_dice": 1.5640093386173248, "decode.d2.loss_cls": 1.0380758881568908, "decode.d2.loss_mask": 0.976757389307022, "decode.d2.loss_dice": 1.5093432366847992, "decode.d3.loss_cls": 1.0083776891231537, "decode.d3.loss_mask": 0.9217639327049255, "decode.d3.loss_dice": 1.4658815026283265, "decode.d4.loss_cls": 0.9561969429254532, "decode.d4.loss_mask": 0.9415798038244247, "decode.d4.loss_dice": 1.5011610031127929, "decode.d5.loss_cls": 0.9683069199323654, "decode.d5.loss_mask": 0.9304753422737122, "decode.d5.loss_dice": 1.5053305447101593, "decode.d6.loss_cls": 0.9746311515569687, "decode.d6.loss_mask": 0.9403552085161209, "decode.d6.loss_dice": 1.4555211901664733, "decode.d7.loss_cls": 0.9431742131710052, "decode.d7.loss_mask": 0.9505171418190003, "decode.d7.loss_dice": 1.4925343871116639, "decode.d8.loss_cls": 0.9191517174243927, "decode.d8.loss_mask": 0.9477137386798858, "decode.d8.loss_dice": 1.4663866400718688, "time": 0.5249694347381592, "memory": 7225, "step": 18250}
{"lr": 8.964525847154273e-06, "data_time": 0.008938097953796386, "grad_norm": 88.27506561279297, "loss": 39.081179809570315, "decode.loss_cls": 1.1135949492454529, "decode.loss_mask": 0.9931259542703629, "decode.loss_dice": 1.5011143326759337, "decode.d0.loss_cls": 2.7988877058029176, "decode.d0.loss_mask": 1.1163560390472411, "decode.d0.loss_dice": 1.7494309663772583, "decode.d1.loss_cls": 1.2586612403392792, "decode.d1.loss_mask": 1.0617214798927308, "decode.d1.loss_dice": 1.7250314384698868, "decode.d2.loss_cls": 1.2255289673805236, "decode.d2.loss_mask": 1.023412251472473, "decode.d2.loss_dice": 1.618875965476036, "decode.d3.loss_cls": 1.2046290397644044, "decode.d3.loss_mask": 1.0114421904087068, "decode.d3.loss_dice": 1.5483500063419342, "decode.d4.loss_cls": 1.0964188426733017, "decode.d4.loss_mask": 1.0073682725429536, "decode.d4.loss_dice": 1.5804648995399475, "decode.d5.loss_cls": 1.0419624716043472, "decode.d5.loss_mask": 1.022759211063385, "decode.d5.loss_dice": 1.5840211004018783, "decode.d6.loss_cls": 1.0634360432624816, "decode.d6.loss_mask": 1.0131840348243712, "decode.d6.loss_dice": 1.5333716571331024, "decode.d7.loss_cls": 1.0468969196081161, "decode.d7.loss_mask": 1.0051023304462432, "decode.d7.loss_dice": 1.5258201986551285, "decode.d8.loss_cls": 1.1037340342998505, "decode.d8.loss_mask": 0.9842210471630096, "decode.d8.loss_dice": 1.5222565233707428, "time": 0.5262164831161499, "memory": 7261, "step": 18300}
{"lr": 8.961678911506733e-06, "data_time": 0.008880901336669921, "grad_norm": 84.458980178833, "loss": 35.52184801101684, "decode.loss_cls": 0.9734356045722962, "decode.loss_mask": 0.9382874220609665, "decode.loss_dice": 1.3674832344055177, "decode.d0.loss_cls": 2.6311556696891785, "decode.d0.loss_mask": 1.036589589715004, "decode.d0.loss_dice": 1.6987840712070466, "decode.d1.loss_cls": 1.0870789170265198, "decode.d1.loss_mask": 0.9768277466297149, "decode.d1.loss_dice": 1.486862313747406, "decode.d2.loss_cls": 1.0553622364997863, "decode.d2.loss_mask": 0.9445153623819351, "decode.d2.loss_dice": 1.4238267302513123, "decode.d3.loss_cls": 1.013761979341507, "decode.d3.loss_mask": 0.9256403297185898, "decode.d3.loss_dice": 1.3928582131862641, "decode.d4.loss_cls": 1.0050718203186988, "decode.d4.loss_mask": 0.9228052377700806, "decode.d4.loss_dice": 1.3713415056467055, "decode.d5.loss_cls": 1.049448898434639, "decode.d5.loss_mask": 0.894932997226715, "decode.d5.loss_dice": 1.3597034066915512, "decode.d6.loss_cls": 1.007906985282898, "decode.d6.loss_mask": 0.9336372345685959, "decode.d6.loss_dice": 1.3647687673568725, "decode.d7.loss_cls": 0.954514630138874, "decode.d7.loss_mask": 0.9383851975202561, "decode.d7.loss_dice": 1.4441855132579804, "decode.d8.loss_cls": 0.985134506225586, "decode.d8.loss_mask": 0.9460700631141663, "decode.d8.loss_dice": 1.3914719760417937, "time": 0.5278068065643311, "memory": 7233, "step": 18350}
{"lr": 8.958831875365511e-06, "data_time": 0.00903632640838623, "grad_norm": 96.52079391479492, "loss": 32.408871459960935, "decode.loss_cls": 1.1717472612857818, "decode.loss_mask": 0.723517382144928, "decode.loss_dice": 1.1190257489681243, "decode.d0.loss_cls": 2.6689511060714723, "decode.d0.loss_mask": 0.7374893307685852, "decode.d0.loss_dice": 1.2694667294621467, "decode.d1.loss_cls": 1.4453263401985168, "decode.d1.loss_mask": 0.7046665579080582, "decode.d1.loss_dice": 1.2138920247554779, "decode.d2.loss_cls": 1.272993689775467, "decode.d2.loss_mask": 0.7328994154930115, "decode.d2.loss_dice": 1.1624222472310066, "decode.d3.loss_cls": 1.1540689051151276, "decode.d3.loss_mask": 0.7387091875076294, "decode.d3.loss_dice": 1.1619586899876595, "decode.d4.loss_cls": 1.1520482569932937, "decode.d4.loss_mask": 0.7340470284223557, "decode.d4.loss_dice": 1.1392170399427415, "decode.d5.loss_cls": 1.1770806431770324, "decode.d5.loss_mask": 0.7181715309619904, "decode.d5.loss_dice": 1.1095816403627397, "decode.d6.loss_cls": 1.1685382008552552, "decode.d6.loss_mask": 0.7320278346538543, "decode.d6.loss_dice": 1.1694317668676377, "decode.d7.loss_cls": 1.156264328956604, "decode.d7.loss_mask": 0.7159947037696839, "decode.d7.loss_dice": 1.1408772259950637, "decode.d8.loss_cls": 1.1168493986129762, "decode.d8.loss_mask": 0.7475841671228409, "decode.d8.loss_dice": 1.154022254049778, "time": 0.554373049736023, "memory": 7219, "step": 18400}
{"lr": 8.955984738691577e-06, "data_time": 0.00888371467590332, "grad_norm": 86.2519317626953, "loss": 43.6064492225647, "decode.loss_cls": 1.526626428961754, "decode.loss_mask": 0.9612422466278077, "decode.loss_dice": 1.6386139452457429, "decode.d0.loss_cls": 3.095301616191864, "decode.d0.loss_mask": 1.0541886627674102, "decode.d0.loss_dice": 1.9065948009490967, "decode.d1.loss_cls": 1.7155755311250687, "decode.d1.loss_mask": 0.9613910645246506, "decode.d1.loss_dice": 1.7045710742473603, "decode.d2.loss_cls": 1.7419920980930328, "decode.d2.loss_mask": 0.9325345635414124, "decode.d2.loss_dice": 1.6168632805347443, "decode.d3.loss_cls": 1.5381934881210326, "decode.d3.loss_mask": 0.9702104538679123, "decode.d3.loss_dice": 1.6146341562271118, "decode.d4.loss_cls": 1.5847036719322205, "decode.d4.loss_mask": 0.9733008742332458, "decode.d4.loss_dice": 1.6150284945964812, "decode.d5.loss_cls": 1.5645393967628478, "decode.d5.loss_mask": 0.9470443040132522, "decode.d5.loss_dice": 1.6322532415390014, "decode.d6.loss_cls": 1.5692383617162704, "decode.d6.loss_mask": 0.9630455255508423, "decode.d6.loss_dice": 1.6350052893161773, "decode.d7.loss_cls": 1.5049469321966171, "decode.d7.loss_mask": 0.9477219104766845, "decode.d7.loss_dice": 1.6092314004898072, "decode.d8.loss_cls": 1.538694167137146, "decode.d8.loss_mask": 0.9430300563573837, "decode.d8.loss_dice": 1.600133329629898, "time": 0.5272713422775268, "memory": 7202, "step": 18450}
{"lr": 8.953137501445865e-06, "data_time": 0.00909278392791748, "grad_norm": 95.49387817382812, "loss": 33.94704647064209, "decode.loss_cls": 0.9278400182723999, "decode.loss_mask": 0.972663164138794, "decode.loss_dice": 1.2249135971069336, "decode.d0.loss_cls": 2.450502300262451, "decode.d0.loss_mask": 1.1116225004196167, "decode.d0.loss_dice": 1.3940921306610108, "decode.d1.loss_cls": 1.141203597187996, "decode.d1.loss_mask": 1.037244486808777, "decode.d1.loss_dice": 1.317172607779503, "decode.d2.loss_cls": 1.092936310172081, "decode.d2.loss_mask": 1.014884239435196, "decode.d2.loss_dice": 1.272643730044365, "decode.d3.loss_cls": 0.9597277492284775, "decode.d3.loss_mask": 0.9613055735826492, "decode.d3.loss_dice": 1.2646971583366393, "decode.d4.loss_cls": 0.9717423111200333, "decode.d4.loss_mask": 0.9591859698295593, "decode.d4.loss_dice": 1.2127075344324112, "decode.d5.loss_cls": 0.9471279174089432, "decode.d5.loss_mask": 0.9678123235702515, "decode.d5.loss_dice": 1.2529270946979523, "decode.d6.loss_cls": 0.934071746468544, "decode.d6.loss_mask": 0.9804572761058807, "decode.d6.loss_dice": 1.245907372236252, "decode.d7.loss_cls": 0.9318331032991409, "decode.d7.loss_mask": 0.9837555706501007, "decode.d7.loss_dice": 1.2680068105459212, "decode.d8.loss_cls": 0.9214349329471588, "decode.d8.loss_mask": 0.9878130495548249, "decode.d8.loss_dice": 1.2388157963752746, "time": 0.5269217729568482, "memory": 7192, "step": 18500}
{"lr": 8.95029016358929e-06, "data_time": 0.00878283977508545, "grad_norm": 99.55225257873535, "loss": 25.86582508087158, "decode.loss_cls": 0.8681036770343781, "decode.loss_mask": 0.6787277936935425, "decode.loss_dice": 0.8843443036079407, "decode.d0.loss_cls": 2.038259506225586, "decode.d0.loss_mask": 0.7567108869552612, "decode.d0.loss_dice": 0.9821023583412171, "decode.d1.loss_cls": 0.998376539349556, "decode.d1.loss_mask": 0.7430659592151642, "decode.d1.loss_dice": 0.9177012145519257, "decode.d2.loss_cls": 0.879362416267395, "decode.d2.loss_mask": 0.7049128174781799, "decode.d2.loss_dice": 0.8951456427574158, "decode.d3.loss_cls": 0.8662109076976776, "decode.d3.loss_mask": 0.7002664655447006, "decode.d3.loss_dice": 0.8503274738788604, "decode.d4.loss_cls": 0.8286069154739379, "decode.d4.loss_mask": 0.7026181578636169, "decode.d4.loss_dice": 0.8700807332992554, "decode.d5.loss_cls": 0.862160575389862, "decode.d5.loss_mask": 0.7054336100816727, "decode.d5.loss_dice": 0.8793376505374908, "decode.d6.loss_cls": 0.8242214441299438, "decode.d6.loss_mask": 0.7124115467071533, "decode.d6.loss_dice": 0.8682840704917908, "decode.d7.loss_cls": 0.8589395612478257, "decode.d7.loss_mask": 0.7077439963817597, "decode.d7.loss_dice": 0.8804582774639129, "decode.d8.loss_cls": 0.8300725311040879, "decode.d8.loss_mask": 0.6856681704521179, "decode.d8.loss_dice": 0.8861704707145691, "time": 0.5256586074829102, "memory": 7230, "step": 18550}
{"lr": 8.947442725082712e-06, "data_time": 0.00901811122894287, "grad_norm": 85.6152458190918, "loss": 29.013568115234374, "decode.loss_cls": 0.7538659811019898, "decode.loss_mask": 0.8008411943912506, "decode.loss_dice": 1.1376899302005767, "decode.d0.loss_cls": 2.1985023617744446, "decode.d0.loss_mask": 0.865405935049057, "decode.d0.loss_dice": 1.2699675500392913, "decode.d1.loss_cls": 0.8593051999807357, "decode.d1.loss_mask": 0.8230832755565644, "decode.d1.loss_dice": 1.1974685311317443, "decode.d2.loss_cls": 0.8569837093353272, "decode.d2.loss_mask": 0.8094063311815262, "decode.d2.loss_dice": 1.1411175847053527, "decode.d3.loss_cls": 0.8064692914485931, "decode.d3.loss_mask": 0.81883025765419, "decode.d3.loss_dice": 1.1459409475326539, "decode.d4.loss_cls": 0.842797601222992, "decode.d4.loss_mask": 0.8141168713569641, "decode.d4.loss_dice": 1.1269740164279938, "decode.d5.loss_cls": 0.7629243448376656, "decode.d5.loss_mask": 0.7932971268892288, "decode.d5.loss_dice": 1.1486326992511748, "decode.d6.loss_cls": 0.7901279032230377, "decode.d6.loss_mask": 0.774988305568695, "decode.d6.loss_dice": 1.11687930226326, "decode.d7.loss_cls": 0.7475975051522254, "decode.d7.loss_mask": 0.787554469704628, "decode.d7.loss_dice": 1.114570289850235, "decode.d8.loss_cls": 0.7969532191753388, "decode.d8.loss_mask": 0.7763392478227615, "decode.d8.loss_dice": 1.1349370002746582, "time": 0.5286389112472534, "memory": 7167, "step": 18600}
{"lr": 8.944595185887002e-06, "data_time": 0.008770585060119629, "grad_norm": 83.66325531005859, "loss": 27.802559852600098, "decode.loss_cls": 0.8605695381760597, "decode.loss_mask": 0.6967873603105545, "decode.loss_dice": 1.055801385641098, "decode.d0.loss_cls": 2.1545658469200135, "decode.d0.loss_mask": 0.7128650397062302, "decode.d0.loss_dice": 1.1872852459549903, "decode.d1.loss_cls": 0.9212134152650833, "decode.d1.loss_mask": 0.6984171271324158, "decode.d1.loss_dice": 1.0664047017693519, "decode.d2.loss_cls": 0.8738500848412514, "decode.d2.loss_mask": 0.70328289270401, "decode.d2.loss_dice": 1.0500008106231689, "decode.d3.loss_cls": 0.8530145823955536, "decode.d3.loss_mask": 0.7122753366827965, "decode.d3.loss_dice": 1.066939876973629, "decode.d4.loss_cls": 0.8933587104082108, "decode.d4.loss_mask": 0.6899034708738327, "decode.d4.loss_dice": 1.0797859370708465, "decode.d5.loss_cls": 0.812760417163372, "decode.d5.loss_mask": 0.7124572634696961, "decode.d5.loss_dice": 1.082702599465847, "decode.d6.loss_cls": 0.835306303203106, "decode.d6.loss_mask": 0.7012034565210342, "decode.d6.loss_dice": 1.0587208151817322, "decode.d7.loss_cls": 0.8731386110186576, "decode.d7.loss_mask": 0.7110396191477776, "decode.d7.loss_dice": 1.0832107007503509, "decode.d8.loss_cls": 0.9133595943450927, "decode.d8.loss_mask": 0.6769890278577805, "decode.d8.loss_dice": 1.0653500407934189, "time": 0.5257851362228394, "memory": 7277, "step": 18650}
{"lr": 8.941747545962965e-06, "data_time": 0.008775424957275391, "grad_norm": 101.40300521850585, "loss": 29.60850296020508, "decode.loss_cls": 1.0071559429168702, "decode.loss_mask": 0.8261988967657089, "decode.loss_dice": 0.9807215422391892, "decode.d0.loss_cls": 2.2787450790405273, "decode.d0.loss_mask": 0.8339198410511017, "decode.d0.loss_dice": 1.1871606290340424, "decode.d1.loss_cls": 1.1789655804634094, "decode.d1.loss_mask": 0.7861771181225776, "decode.d1.loss_dice": 1.0252064049243927, "decode.d2.loss_cls": 0.9472940474748611, "decode.d2.loss_mask": 0.8401436910033226, "decode.d2.loss_dice": 1.0444881677627564, "decode.d3.loss_cls": 0.9564907371997833, "decode.d3.loss_mask": 0.8036017656326294, "decode.d3.loss_dice": 1.0052388608455658, "decode.d4.loss_cls": 0.921057653427124, "decode.d4.loss_mask": 0.8347613424062729, "decode.d4.loss_dice": 1.0369125247001647, "decode.d5.loss_cls": 0.9751094609498978, "decode.d5.loss_mask": 0.800454905629158, "decode.d5.loss_dice": 0.9760243147611618, "decode.d6.loss_cls": 1.0295976996421814, "decode.d6.loss_mask": 0.7824763014912606, "decode.d6.loss_dice": 0.947658720612526, "decode.d7.loss_cls": 1.0183356523513794, "decode.d7.loss_mask": 0.7961991548538208, "decode.d7.loss_dice": 0.9637025475502015, "decode.d8.loss_cls": 1.0375454366207122, "decode.d8.loss_mask": 0.8025764003396034, "decode.d8.loss_dice": 0.984582906961441, "time": 0.5286341667175293, "memory": 7210, "step": 18700}
{"lr": 8.938899805271405e-06, "data_time": 0.00890364646911621, "grad_norm": 95.33034896850586, "loss": 35.5399787902832, "decode.loss_cls": 1.0766954958438872, "decode.loss_mask": 0.8595196098089218, "decode.loss_dice": 1.3750537112355232, "decode.d0.loss_cls": 2.5532482504844665, "decode.d0.loss_mask": 0.9840011984109879, "decode.d0.loss_dice": 1.6283694520592689, "decode.d1.loss_cls": 1.1371445029973983, "decode.d1.loss_mask": 1.0020801454782486, "decode.d1.loss_dice": 1.6018633604049684, "decode.d2.loss_cls": 1.0867164105176925, "decode.d2.loss_mask": 0.886215204000473, "decode.d2.loss_dice": 1.4341331332921983, "decode.d3.loss_cls": 1.0933273255825042, "decode.d3.loss_mask": 0.8862819582223892, "decode.d3.loss_dice": 1.3932714477181434, "decode.d4.loss_cls": 1.062141239643097, "decode.d4.loss_mask": 0.8541438221931458, "decode.d4.loss_dice": 1.3853561997413635, "decode.d5.loss_cls": 1.0641044795513153, "decode.d5.loss_mask": 0.8652412295341492, "decode.d5.loss_dice": 1.4208543375134468, "decode.d6.loss_cls": 1.0596328675746918, "decode.d6.loss_mask": 0.8455337107181549, "decode.d6.loss_dice": 1.374778051674366, "decode.d7.loss_cls": 1.0197423577308655, "decode.d7.loss_mask": 0.8755038201808929, "decode.d7.loss_dice": 1.4148702681064607, "decode.d8.loss_cls": 1.0312355697154998, "decode.d8.loss_mask": 0.8770463198423386, "decode.d8.loss_dice": 1.3918743684887886, "time": 0.5552732706069946, "memory": 7263, "step": 18750}
{"lr": 8.936051963773073e-06, "data_time": 0.009107327461242676, "grad_norm": 96.88805236816407, "loss": 36.47936325073242, "decode.loss_cls": 0.9949806064367295, "decode.loss_mask": 0.9525892615318299, "decode.loss_dice": 1.4840441942214966, "decode.d0.loss_cls": 2.724242866039276, "decode.d0.loss_mask": 0.9720203042030334, "decode.d0.loss_dice": 1.677650785446167, "decode.d1.loss_cls": 1.2297497868537903, "decode.d1.loss_mask": 0.9504028260707855, "decode.d1.loss_dice": 1.5330021977424622, "decode.d2.loss_cls": 1.0717850863933562, "decode.d2.loss_mask": 0.980884450674057, "decode.d2.loss_dice": 1.50283784866333, "decode.d3.loss_cls": 1.0240386575460434, "decode.d3.loss_mask": 0.972662141919136, "decode.d3.loss_dice": 1.4809587121009826, "decode.d4.loss_cls": 0.9410549283027649, "decode.d4.loss_mask": 0.9613866567611694, "decode.d4.loss_dice": 1.4682381391525268, "decode.d5.loss_cls": 1.0052836626768111, "decode.d5.loss_mask": 0.9533004492521286, "decode.d5.loss_dice": 1.4785199999809264, "decode.d6.loss_cls": 1.0119756698608398, "decode.d6.loss_mask": 0.9529246330261231, "decode.d6.loss_dice": 1.441273808479309, "decode.d7.loss_cls": 0.9887233406305314, "decode.d7.loss_mask": 0.9381684780120849, "decode.d7.loss_dice": 1.4285109996795655, "decode.d8.loss_cls": 0.9625630468130112, "decode.d8.loss_mask": 0.952168557047844, "decode.d8.loss_dice": 1.4434208750724793, "time": 0.5268158435821533, "memory": 7318, "step": 18800}
{"lr": 8.933204021428704e-06, "data_time": 0.008897042274475098, "grad_norm": 95.38065490722656, "loss": 32.96761598587036, "decode.loss_cls": 1.109430068731308, "decode.loss_mask": 0.7291480869054794, "decode.loss_dice": 1.2441485524177551, "decode.d0.loss_cls": 2.506841444969177, "decode.d0.loss_mask": 0.7966561734676361, "decode.d0.loss_dice": 1.4915545225143432, "decode.d1.loss_cls": 1.2796870976686479, "decode.d1.loss_mask": 0.7495224744081497, "decode.d1.loss_dice": 1.3176380038261413, "decode.d2.loss_cls": 1.2052542120218277, "decode.d2.loss_mask": 0.7396211326122284, "decode.d2.loss_dice": 1.3169252663850783, "decode.d3.loss_cls": 1.2041693150997161, "decode.d3.loss_mask": 0.7203071862459183, "decode.d3.loss_dice": 1.2397585749626159, "decode.d4.loss_cls": 1.1650657415390016, "decode.d4.loss_mask": 0.7211449593305588, "decode.d4.loss_dice": 1.2412694334983825, "decode.d5.loss_cls": 1.107511928677559, "decode.d5.loss_mask": 0.7240030765533447, "decode.d5.loss_dice": 1.2402801752090453, "decode.d6.loss_cls": 1.1413806244730949, "decode.d6.loss_mask": 0.7204360634088516, "decode.d6.loss_dice": 1.2043197482824326, "decode.d7.loss_cls": 1.0960950389504434, "decode.d7.loss_mask": 0.6802313297986984, "decode.d7.loss_dice": 1.2042604714632035, "decode.d8.loss_cls": 1.1242174685001374, "decode.d8.loss_mask": 0.7066502928733825, "decode.d8.loss_dice": 1.2400871574878694, "time": 0.551602840423584, "memory": 7224, "step": 18850}
{"lr": 8.93035597819901e-06, "data_time": 0.00883481502532959, "grad_norm": 88.16465377807617, "loss": 33.885782432556155, "decode.loss_cls": 1.003616601228714, "decode.loss_mask": 0.761454564332962, "decode.loss_dice": 1.3521130502223968, "decode.d0.loss_cls": 2.514734888076782, "decode.d0.loss_mask": 0.8692405343055725, "decode.d0.loss_dice": 1.5683138430118562, "decode.d1.loss_cls": 1.3435186862945556, "decode.d1.loss_mask": 0.7802926063537597, "decode.d1.loss_dice": 1.433139556646347, "decode.d2.loss_cls": 1.1882320582866668, "decode.d2.loss_mask": 0.7797174751758575, "decode.d2.loss_dice": 1.3729766964912415, "decode.d3.loss_cls": 1.0631457597017289, "decode.d3.loss_mask": 0.7732025027275086, "decode.d3.loss_dice": 1.364464020729065, "decode.d4.loss_cls": 1.0649371832609176, "decode.d4.loss_mask": 0.7725210785865784, "decode.d4.loss_dice": 1.3683288931846618, "decode.d5.loss_cls": 1.122411346435547, "decode.d5.loss_mask": 0.7432385087013245, "decode.d5.loss_dice": 1.3280651926994325, "decode.d6.loss_cls": 1.0533886581659317, "decode.d6.loss_mask": 0.7477192223072052, "decode.d6.loss_dice": 1.3048819243907928, "decode.d7.loss_cls": 1.0313418984413147, "decode.d7.loss_mask": 0.7506152927875519, "decode.d7.loss_dice": 1.3184350788593293, "decode.d8.loss_cls": 1.0356281578540802, "decode.d8.loss_mask": 0.7398758590221405, "decode.d8.loss_dice": 1.3362321496009826, "time": 0.5559623003005981, "memory": 7196, "step": 18900}
{"lr": 8.927507834044667e-06, "data_time": 0.008814859390258788, "grad_norm": 84.80397872924804, "loss": 27.95502758026123, "decode.loss_cls": 0.933321836590767, "decode.loss_mask": 0.6938269317150116, "decode.loss_dice": 0.905905082821846, "decode.d0.loss_cls": 2.543354743719101, "decode.d0.loss_mask": 0.7220014333724976, "decode.d0.loss_dice": 1.0872032314538955, "decode.d1.loss_cls": 1.1907129347324372, "decode.d1.loss_mask": 0.7195232182741165, "decode.d1.loss_dice": 1.0383984312415122, "decode.d2.loss_cls": 1.03214740306139, "decode.d2.loss_mask": 0.6734857022762298, "decode.d2.loss_dice": 0.974608701467514, "decode.d3.loss_cls": 1.0027496635913848, "decode.d3.loss_mask": 0.6945315718650817, "decode.d3.loss_dice": 0.9358012601733208, "decode.d4.loss_cls": 0.9674516320228577, "decode.d4.loss_mask": 0.6964147180318833, "decode.d4.loss_dice": 0.9321388453245163, "decode.d5.loss_cls": 0.9507716745138168, "decode.d5.loss_mask": 0.685409152507782, "decode.d5.loss_dice": 0.9371633544564247, "decode.d6.loss_cls": 0.980950802564621, "decode.d6.loss_mask": 0.6828343868255615, "decode.d6.loss_dice": 0.9142950341105461, "decode.d7.loss_cls": 0.9109881848096848, "decode.d7.loss_mask": 0.6775219768285752, "decode.d7.loss_dice": 0.9253655880689621, "decode.d8.loss_cls": 0.9478782832622528, "decode.d8.loss_mask": 0.6768757849931717, "decode.d8.loss_dice": 0.9213952213525772, "time": 0.5524906635284423, "memory": 7209, "step": 18950}
{"lr": 8.924659588926307e-06, "data_time": 0.008838534355163574, "grad_norm": 98.75238876342773, "loss": 25.61336522102356, "decode.loss_cls": 0.6889512225985527, "decode.loss_mask": 0.6993708431720733, "decode.loss_dice": 0.9671059548854828, "decode.d0.loss_cls": 2.1797266244888305, "decode.d0.loss_mask": 0.7761003792285919, "decode.d0.loss_dice": 1.1787424609065056, "decode.d1.loss_cls": 0.903835329413414, "decode.d1.loss_mask": 0.6983563035726548, "decode.d1.loss_dice": 1.0266936346888542, "decode.d2.loss_cls": 0.8088882520794869, "decode.d2.loss_mask": 0.6747765257954598, "decode.d2.loss_dice": 0.977544316649437, "decode.d3.loss_cls": 0.7582140862941742, "decode.d3.loss_mask": 0.6418285146355629, "decode.d3.loss_dice": 0.9410022668540478, "decode.d4.loss_cls": 0.7383827641606331, "decode.d4.loss_mask": 0.6435762882232666, "decode.d4.loss_dice": 0.9564824588596821, "decode.d5.loss_cls": 0.7885191574692726, "decode.d5.loss_mask": 0.653894305229187, "decode.d5.loss_dice": 0.9675831280648708, "decode.d6.loss_cls": 0.6541656732559205, "decode.d6.loss_mask": 0.6805195942521095, "decode.d6.loss_dice": 0.9585295662283897, "decode.d7.loss_cls": 0.704105620086193, "decode.d7.loss_mask": 0.6710810542106629, "decode.d7.loss_dice": 0.9556730061769485, "decode.d8.loss_cls": 0.648583497107029, "decode.d8.loss_mask": 0.6881324976682663, "decode.d8.loss_dice": 0.9829993128776551, "time": 0.5536786556243897, "memory": 7251, "step": 19000}
{"lr": 8.921811242804562e-06, "data_time": 0.008670186996459961, "grad_norm": 91.52049560546875, "loss": 37.22055320739746, "decode.loss_cls": 1.2434560269117356, "decode.loss_mask": 0.8286118566989898, "decode.loss_dice": 1.4323143661022186, "decode.d0.loss_cls": 2.7261839687824247, "decode.d0.loss_mask": 0.8822848409414291, "decode.d0.loss_dice": 1.6361671954393386, "decode.d1.loss_cls": 1.4773017480969428, "decode.d1.loss_mask": 0.8643919825553894, "decode.d1.loss_dice": 1.5264111667871476, "decode.d2.loss_cls": 1.3176468193531037, "decode.d2.loss_mask": 0.8537569969892502, "decode.d2.loss_dice": 1.4744065642356872, "decode.d3.loss_cls": 1.2243885949254036, "decode.d3.loss_mask": 0.8248755037784576, "decode.d3.loss_dice": 1.4005729645490645, "decode.d4.loss_cls": 1.1791065976023674, "decode.d4.loss_mask": 0.8416152089834213, "decode.d4.loss_dice": 1.4589655518531799, "decode.d5.loss_cls": 1.1536226369440556, "decode.d5.loss_mask": 0.8845429182052612, "decode.d5.loss_dice": 1.4533483922481536, "decode.d6.loss_cls": 1.217992389947176, "decode.d6.loss_mask": 0.8716934204101563, "decode.d6.loss_dice": 1.425165206193924, "decode.d7.loss_cls": 1.1916510209441185, "decode.d7.loss_mask": 0.9014346480369568, "decode.d7.loss_dice": 1.4204664796590805, "decode.d8.loss_cls": 1.1919281527400016, "decode.d8.loss_mask": 0.8773964017629623, "decode.d8.loss_dice": 1.4388544797897338, "time": 0.5270493030548096, "memory": 7204, "step": 19050}
{"lr": 8.918962795640007e-06, "data_time": 0.008922529220581055, "grad_norm": 85.19145126342774, "loss": 33.4552661895752, "decode.loss_cls": 1.1831609547138213, "decode.loss_mask": 0.7497013568878174, "decode.loss_dice": 1.2750835835933685, "decode.d0.loss_cls": 2.4906031131744384, "decode.d0.loss_mask": 0.7564616590738297, "decode.d0.loss_dice": 1.4531819820404053, "decode.d1.loss_cls": 1.2862032383680344, "decode.d1.loss_mask": 0.7590396493673325, "decode.d1.loss_dice": 1.3489171981811523, "decode.d2.loss_cls": 1.2087409228086472, "decode.d2.loss_mask": 0.7485326200723648, "decode.d2.loss_dice": 1.2749068796634675, "decode.d3.loss_cls": 1.1316226541996002, "decode.d3.loss_mask": 0.7244057089090348, "decode.d3.loss_dice": 1.2665706992149353, "decode.d4.loss_cls": 1.1266324430704118, "decode.d4.loss_mask": 0.7305430561304093, "decode.d4.loss_dice": 1.2624958634376526, "decode.d5.loss_cls": 1.16779745221138, "decode.d5.loss_mask": 0.7424569398164749, "decode.d5.loss_dice": 1.2441600680351257, "decode.d6.loss_cls": 1.1932305067777633, "decode.d6.loss_mask": 0.7563816398382187, "decode.d6.loss_dice": 1.2478168874979019, "decode.d7.loss_cls": 1.2271378487348557, "decode.d7.loss_mask": 0.7380438387393952, "decode.d7.loss_dice": 1.2144816279411317, "decode.d8.loss_cls": 1.1175909698009492, "decode.d8.loss_mask": 0.7620212644338608, "decode.d8.loss_dice": 1.2673449873924256, "time": 0.5275817155838013, "memory": 7144, "step": 19100}
{"lr": 8.916114247393209e-06, "data_time": 0.008786606788635253, "grad_norm": 85.03423767089843, "loss": 34.960347938537595, "decode.loss_cls": 0.987949424982071, "decode.loss_mask": 0.741231894493103, "decode.loss_dice": 1.4675899773836136, "decode.d0.loss_cls": 2.622407376766205, "decode.d0.loss_mask": 0.7693476587533951, "decode.d0.loss_dice": 1.6988655745983123, "decode.d1.loss_cls": 1.1784399658441544, "decode.d1.loss_mask": 0.7796446025371552, "decode.d1.loss_dice": 1.586190938949585, "decode.d2.loss_cls": 1.1803794294595717, "decode.d2.loss_mask": 0.773934617638588, "decode.d2.loss_dice": 1.5343971014022828, "decode.d3.loss_cls": 1.093220579624176, "decode.d3.loss_mask": 0.7525161802768707, "decode.d3.loss_dice": 1.4650827467441558, "decode.d4.loss_cls": 1.0054973036050796, "decode.d4.loss_mask": 0.7681506723165512, "decode.d4.loss_dice": 1.4983333855867387, "decode.d5.loss_cls": 1.027807503938675, "decode.d5.loss_mask": 0.7551535785198211, "decode.d5.loss_dice": 1.4939994722604752, "decode.d6.loss_cls": 1.0704442054033279, "decode.d6.loss_mask": 0.766384357213974, "decode.d6.loss_dice": 1.476726970076561, "decode.d7.loss_cls": 1.0279975235462189, "decode.d7.loss_mask": 0.770858982205391, "decode.d7.loss_dice": 1.4591584146022796, "decode.d8.loss_cls": 0.9941398561000824, "decode.d8.loss_mask": 0.754901522397995, "decode.d8.loss_dice": 1.459595263004303, "time": 0.5273423910140991, "memory": 7197, "step": 19150}
{"lr": 8.913265598024687e-06, "data_time": 0.008814024925231933, "grad_norm": 96.17038192749024, "loss": 34.148564434051515, "decode.loss_cls": 1.298827800154686, "decode.loss_mask": 0.7717825412750244, "decode.loss_dice": 1.1869680285453796, "decode.d0.loss_cls": 2.465467596054077, "decode.d0.loss_mask": 0.8699213892221451, "decode.d0.loss_dice": 1.437548851966858, "decode.d1.loss_cls": 1.3840919315814972, "decode.d1.loss_mask": 0.8385313332080842, "decode.d1.loss_dice": 1.3127511978149413, "decode.d2.loss_cls": 1.152586954832077, "decode.d2.loss_mask": 0.8696595638990402, "decode.d2.loss_dice": 1.2552787899971007, "decode.d3.loss_cls": 1.1690023690462112, "decode.d3.loss_mask": 0.8605818152427673, "decode.d3.loss_dice": 1.2593882262706757, "decode.d4.loss_cls": 1.1524666905403138, "decode.d4.loss_mask": 0.8420597612857819, "decode.d4.loss_dice": 1.2574122548103333, "decode.d5.loss_cls": 1.1517712503671647, "decode.d5.loss_mask": 0.839786759018898, "decode.d5.loss_dice": 1.203518033027649, "decode.d6.loss_cls": 1.1442886620759964, "decode.d6.loss_mask": 0.8108704060316085, "decode.d6.loss_dice": 1.2075227200984955, "decode.d7.loss_cls": 1.1565048277378083, "decode.d7.loss_mask": 0.7987408638000488, "decode.d7.loss_dice": 1.2264531314373017, "decode.d8.loss_cls": 1.2371565103530884, "decode.d8.loss_mask": 0.7922280609607697, "decode.d8.loss_dice": 1.1953958332538606, "time": 0.5554288625717163, "memory": 7236, "step": 19200}
{"lr": 8.910416847494942e-06, "data_time": 0.008866453170776367, "grad_norm": 91.78945770263672, "loss": 30.87379035949707, "decode.loss_cls": 1.0277671217918396, "decode.loss_mask": 0.7072035849094391, "decode.loss_dice": 1.1260177582502364, "decode.d0.loss_cls": 2.357463765144348, "decode.d0.loss_mask": 0.7632650017738343, "decode.d0.loss_dice": 1.3721263766288758, "decode.d1.loss_cls": 1.2346141785383224, "decode.d1.loss_mask": 0.7314648851752281, "decode.d1.loss_dice": 1.2193813994526863, "decode.d2.loss_cls": 1.1268023937940597, "decode.d2.loss_mask": 0.7483303219079971, "decode.d2.loss_dice": 1.1901481539011, "decode.d3.loss_cls": 1.0524375542998314, "decode.d3.loss_mask": 0.745264607667923, "decode.d3.loss_dice": 1.1380110263824463, "decode.d4.loss_cls": 1.007282294332981, "decode.d4.loss_mask": 0.6928583219647407, "decode.d4.loss_dice": 1.1272365301847458, "decode.d5.loss_cls": 1.046425275504589, "decode.d5.loss_mask": 0.680857764184475, "decode.d5.loss_dice": 1.1682801783084868, "decode.d6.loss_cls": 1.0154701575636864, "decode.d6.loss_mask": 0.7101101115345955, "decode.d6.loss_dice": 1.1442305982112884, "decode.d7.loss_cls": 0.9440377160906792, "decode.d7.loss_mask": 0.7209136456251144, "decode.d7.loss_dice": 1.1469885915517808, "decode.d8.loss_cls": 1.0441459223628045, "decode.d8.loss_mask": 0.7194529116153717, "decode.d8.loss_dice": 1.1652032434940338, "time": 0.5273431539535522, "memory": 7236, "step": 19250}
{"lr": 8.907567995764434e-06, "data_time": 0.008750295639038086, "grad_norm": 86.02275657653809, "loss": 32.41738147735596, "decode.loss_cls": 0.991531053185463, "decode.loss_mask": 0.8041910946369171, "decode.loss_dice": 1.2204476341605186, "decode.d0.loss_cls": 2.3041184663772585, "decode.d0.loss_mask": 0.862200778722763, "decode.d0.loss_dice": 1.3958992332220077, "decode.d1.loss_cls": 1.135259708762169, "decode.d1.loss_mask": 0.8728787213563919, "decode.d1.loss_dice": 1.316708117723465, "decode.d2.loss_cls": 1.0699630171060561, "decode.d2.loss_mask": 0.8181519925594329, "decode.d2.loss_dice": 1.2731901437044144, "decode.d3.loss_cls": 0.9892791420221329, "decode.d3.loss_mask": 0.8363871365785599, "decode.d3.loss_dice": 1.263298799097538, "decode.d4.loss_cls": 0.9555729538202286, "decode.d4.loss_mask": 0.823782679438591, "decode.d4.loss_dice": 1.255998469889164, "decode.d5.loss_cls": 1.0390677839517592, "decode.d5.loss_mask": 0.8167090386152267, "decode.d5.loss_dice": 1.274967221915722, "decode.d6.loss_cls": 0.9821371823549271, "decode.d6.loss_mask": 0.7970102876424789, "decode.d6.loss_dice": 1.2497789964079857, "decode.d7.loss_cls": 0.9670409590005875, "decode.d7.loss_mask": 0.7931506991386413, "decode.d7.loss_dice": 1.2892060443758964, "decode.d8.loss_cls": 0.9472545266151429, "decode.d8.loss_mask": 0.8246713995933532, "decode.d8.loss_dice": 1.247528427839279, "time": 0.5279903888702393, "memory": 7236, "step": 19300}
{"lr": 8.90471904279362e-06, "data_time": 0.008905625343322754, "grad_norm": 91.65034790039063, "loss": 30.385015296936036, "decode.loss_cls": 0.9886918157339096, "decode.loss_mask": 0.7411310419440269, "decode.loss_dice": 1.0943339809775352, "decode.d0.loss_cls": 2.495574617385864, "decode.d0.loss_mask": 0.7582819953560829, "decode.d0.loss_dice": 1.2923122465610504, "decode.d1.loss_cls": 1.0855466336011887, "decode.d1.loss_mask": 0.7761113539338111, "decode.d1.loss_dice": 1.229279214143753, "decode.d2.loss_cls": 1.0727320790290833, "decode.d2.loss_mask": 0.7347676143050194, "decode.d2.loss_dice": 1.1775223702192306, "decode.d3.loss_cls": 1.0128303676843644, "decode.d3.loss_mask": 0.7102088749408721, "decode.d3.loss_dice": 1.127823641896248, "decode.d4.loss_cls": 0.9163372337818145, "decode.d4.loss_mask": 0.738263800740242, "decode.d4.loss_dice": 1.1411428183317185, "decode.d5.loss_cls": 0.934528824687004, "decode.d5.loss_mask": 0.7473122641444206, "decode.d5.loss_dice": 1.1323618769645691, "decode.d6.loss_cls": 1.0173752576112747, "decode.d6.loss_mask": 0.7269668072462082, "decode.d6.loss_dice": 1.0916975691914559, "decode.d7.loss_cls": 0.9802583247423172, "decode.d7.loss_mask": 0.781787097454071, "decode.d7.loss_dice": 1.1065222650766373, "decode.d8.loss_cls": 0.9519376397132874, "decode.d8.loss_mask": 0.7355472177267075, "decode.d8.loss_dice": 1.085827848315239, "time": 0.5288347482681275, "memory": 7199, "step": 19350}
{"lr": 8.901869988542898e-06, "data_time": 0.008949351310729981, "grad_norm": 99.95058746337891, "loss": 29.823043060302734, "decode.loss_cls": 0.7837314039468766, "decode.loss_mask": 0.9250030547380448, "decode.loss_dice": 1.0687064200639724, "decode.d0.loss_cls": 2.369927942752838, "decode.d0.loss_mask": 0.9798868626356125, "decode.d0.loss_dice": 1.1505006432533265, "decode.d1.loss_cls": 1.0220492839813233, "decode.d1.loss_mask": 0.9395092338323593, "decode.d1.loss_dice": 1.095535784959793, "decode.d2.loss_cls": 0.9157356262207031, "decode.d2.loss_mask": 0.9383996099233627, "decode.d2.loss_dice": 1.0949224174022674, "decode.d3.loss_cls": 0.8728597193956376, "decode.d3.loss_mask": 0.9152729719877243, "decode.d3.loss_dice": 1.0607033342123031, "decode.d4.loss_cls": 0.7683561950922012, "decode.d4.loss_mask": 0.9336100220680237, "decode.d4.loss_dice": 1.0646768100559711, "decode.d5.loss_cls": 0.8027981355786323, "decode.d5.loss_mask": 0.9066064596176148, "decode.d5.loss_dice": 1.0525767043232919, "decode.d6.loss_cls": 0.8114849328994751, "decode.d6.loss_mask": 0.8836871683597565, "decode.d6.loss_dice": 1.0182593181729316, "decode.d7.loss_cls": 0.7997559159994125, "decode.d7.loss_mask": 0.8810796469449997, "decode.d7.loss_dice": 1.0242024526000022, "decode.d8.loss_cls": 0.812065503001213, "decode.d8.loss_mask": 0.8837966203689576, "decode.d8.loss_dice": 1.0473426505923271, "time": 0.5539205312728882, "memory": 7256, "step": 19400}
{"lr": 8.89902083297266e-06, "data_time": 0.008838272094726563, "grad_norm": 92.88709869384766, "loss": 26.521572589874268, "decode.loss_cls": 0.7431716173887253, "decode.loss_mask": 0.6507606029510498, "decode.loss_dice": 0.9843105554580689, "decode.d0.loss_cls": 2.6114830136299134, "decode.d0.loss_mask": 0.7442450791597366, "decode.d0.loss_dice": 1.186830386519432, "decode.d1.loss_cls": 1.0008949100971223, "decode.d1.loss_mask": 0.6927849024534225, "decode.d1.loss_dice": 1.0676673650741577, "decode.d2.loss_cls": 0.8621910750865937, "decode.d2.loss_mask": 0.6301206171512603, "decode.d2.loss_dice": 0.9855497300624847, "decode.d3.loss_cls": 0.7451036304235459, "decode.d3.loss_mask": 0.6512626886367798, "decode.d3.loss_dice": 1.03027486205101, "decode.d4.loss_cls": 0.7925052165985107, "decode.d4.loss_mask": 0.6422891914844513, "decode.d4.loss_dice": 1.0063956141471864, "decode.d5.loss_cls": 0.7729526221752167, "decode.d5.loss_mask": 0.6622481375932694, "decode.d5.loss_dice": 0.979586946964264, "decode.d6.loss_cls": 0.7633726626634598, "decode.d6.loss_mask": 0.6339121639728547, "decode.d6.loss_dice": 0.9582681149244309, "decode.d7.loss_cls": 0.7644576281309128, "decode.d7.loss_mask": 0.6402494430541992, "decode.d7.loss_dice": 0.964478400349617, "decode.d8.loss_cls": 0.7211209774017334, "decode.d8.loss_mask": 0.6457055985927582, "decode.d8.loss_dice": 0.987378665804863, "time": 0.5292418479919434, "memory": 7248, "step": 19450}
{"lr": 8.896171576043257e-06, "data_time": 0.008978462219238282, "grad_norm": 98.3046028137207, "loss": 28.12988896369934, "decode.loss_cls": 0.7214834962040186, "decode.loss_mask": 0.8084512919187545, "decode.loss_dice": 1.1165396712720395, "decode.d0.loss_cls": 2.0091565549373627, "decode.d0.loss_mask": 0.8582460179924964, "decode.d0.loss_dice": 1.1959878832101822, "decode.d1.loss_cls": 0.70979960039258, "decode.d1.loss_mask": 0.8668978273868561, "decode.d1.loss_dice": 1.2239752918481828, "decode.d2.loss_cls": 0.7365204371511936, "decode.d2.loss_mask": 0.8454344213008881, "decode.d2.loss_dice": 1.1592242643237114, "decode.d3.loss_cls": 0.7037796773016453, "decode.d3.loss_mask": 0.8325344674289227, "decode.d3.loss_dice": 1.126339539885521, "decode.d4.loss_cls": 0.6871085289865733, "decode.d4.loss_mask": 0.8274988889694214, "decode.d4.loss_dice": 1.1398197185248136, "decode.d5.loss_cls": 0.665850754827261, "decode.d5.loss_mask": 0.8328285619616509, "decode.d5.loss_dice": 1.1379156783223152, "decode.d6.loss_cls": 0.7272711519151926, "decode.d6.loss_mask": 0.8111136302351951, "decode.d6.loss_dice": 1.1224975079298019, "decode.d7.loss_cls": 0.6974491432309151, "decode.d7.loss_mask": 0.8149307802319526, "decode.d7.loss_dice": 1.113575268536806, "decode.d8.loss_cls": 0.6864461742341519, "decode.d8.loss_mask": 0.8156518459320068, "decode.d8.loss_dice": 1.1355617351830005, "time": 0.5528090476989747, "memory": 7216, "step": 19500}
{"lr": 8.893322217715e-06, "data_time": 0.00882866382598877, "grad_norm": 88.10022811889648, "loss": 33.30154094696045, "decode.loss_cls": 0.8535946056246757, "decode.loss_mask": 1.0067168056964875, "decode.loss_dice": 1.2731071829795837, "decode.d0.loss_cls": 2.160875976085663, "decode.d0.loss_mask": 1.0987981796264648, "decode.d0.loss_dice": 1.415918317437172, "decode.d1.loss_cls": 0.9776226192712784, "decode.d1.loss_mask": 1.0617356181144715, "decode.d1.loss_dice": 1.3722420126199721, "decode.d2.loss_cls": 0.8863567113876343, "decode.d2.loss_mask": 1.0137715339660645, "decode.d2.loss_dice": 1.2883055359125137, "decode.d3.loss_cls": 0.8812485426664353, "decode.d3.loss_mask": 1.0308748096227647, "decode.d3.loss_dice": 1.2895256876945496, "decode.d4.loss_cls": 0.8665490552783013, "decode.d4.loss_mask": 1.0144125521183014, "decode.d4.loss_dice": 1.2552257657051087, "decode.d5.loss_cls": 0.8310558572411537, "decode.d5.loss_mask": 1.0257798254489898, "decode.d5.loss_dice": 1.2556044787168503, "decode.d6.loss_cls": 0.8560138389468193, "decode.d6.loss_mask": 1.063933974504471, "decode.d6.loss_dice": 1.2976833820343017, "decode.d7.loss_cls": 0.8201150193810463, "decode.d7.loss_mask": 1.0063839673995971, "decode.d7.loss_dice": 1.279699620604515, "decode.d8.loss_cls": 0.829339300096035, "decode.d8.loss_mask": 1.0148899406194687, "decode.d8.loss_dice": 1.2741585046052932, "time": 0.5290892601013184, "memory": 7206, "step": 19550}
{"lr": 8.890472757948189e-06, "data_time": 0.008942556381225587, "grad_norm": 78.87346839904785, "loss": 28.73476676940918, "decode.loss_cls": 0.7285676404833794, "decode.loss_mask": 0.8603571712970733, "decode.loss_dice": 1.0511258333921432, "decode.d0.loss_cls": 2.0948308944702148, "decode.d0.loss_mask": 0.9070540308952332, "decode.d0.loss_dice": 1.2420635253190995, "decode.d1.loss_cls": 1.0421803921461106, "decode.d1.loss_mask": 0.8358799427747726, "decode.d1.loss_dice": 1.1631718307733536, "decode.d2.loss_cls": 0.9047223299741745, "decode.d2.loss_mask": 0.8149134069681168, "decode.d2.loss_dice": 1.1025432646274567, "decode.d3.loss_cls": 0.8179132670164109, "decode.d3.loss_mask": 0.8520278751850128, "decode.d3.loss_dice": 1.0751254498958587, "decode.d4.loss_cls": 0.754148580133915, "decode.d4.loss_mask": 0.862302154302597, "decode.d4.loss_dice": 1.0927048474550247, "decode.d5.loss_cls": 0.7923874884843827, "decode.d5.loss_mask": 0.7920066475868225, "decode.d5.loss_dice": 1.07000662535429, "decode.d6.loss_cls": 0.7497290432453155, "decode.d6.loss_mask": 0.8013445258140564, "decode.d6.loss_dice": 1.044226387143135, "decode.d7.loss_cls": 0.7565033718943596, "decode.d7.loss_mask": 0.8203905165195465, "decode.d7.loss_dice": 1.031614112854004, "decode.d8.loss_cls": 0.7995551794767379, "decode.d8.loss_mask": 0.8325379729270935, "decode.d8.loss_dice": 1.0428318858146668, "time": 0.5274041652679443, "memory": 7209, "step": 19600}
{"lr": 8.887623196703072e-06, "data_time": 0.008808064460754394, "grad_norm": 81.57542724609375, "loss": 28.694811820983887, "decode.loss_cls": 0.7962643921375274, "decode.loss_mask": 0.6743633151054382, "decode.loss_dice": 1.1447539508342743, "decode.d0.loss_cls": 2.3085362672805787, "decode.d0.loss_mask": 0.6883798241615295, "decode.d0.loss_dice": 1.3068959057331084, "decode.d1.loss_cls": 1.1638595014810562, "decode.d1.loss_mask": 0.680715411901474, "decode.d1.loss_dice": 1.2387211948633194, "decode.d2.loss_cls": 0.9373510003089904, "decode.d2.loss_mask": 0.670227375626564, "decode.d2.loss_dice": 1.1689848214387895, "decode.d3.loss_cls": 0.8439275562763214, "decode.d3.loss_mask": 0.6863702952861785, "decode.d3.loss_dice": 1.1670896023511887, "decode.d4.loss_cls": 0.8928253799676895, "decode.d4.loss_mask": 0.689308699965477, "decode.d4.loss_dice": 1.1525886356830597, "decode.d5.loss_cls": 0.8317109167575836, "decode.d5.loss_mask": 0.6817082107067108, "decode.d5.loss_dice": 1.148377674818039, "decode.d6.loss_cls": 0.7837317913770676, "decode.d6.loss_mask": 0.6746576726436615, "decode.d6.loss_dice": 1.1303234815597534, "decode.d7.loss_cls": 0.7597937732934952, "decode.d7.loss_mask": 0.6862035661935806, "decode.d7.loss_dice": 1.1422027558088304, "decode.d8.loss_cls": 0.8237723499536515, "decode.d8.loss_mask": 0.679604783654213, "decode.d8.loss_dice": 1.1415635228157044, "time": 0.5279237747192382, "memory": 7261, "step": 19650}
{"lr": 8.884773533939893e-06, "data_time": 0.008715581893920899, "grad_norm": 109.24360961914063, "loss": 34.69311056137085, "decode.loss_cls": 1.2598424926400185, "decode.loss_mask": 0.7525070697069168, "decode.loss_dice": 1.178899335861206, "decode.d0.loss_cls": 2.8004743218421937, "decode.d0.loss_mask": 0.8430105119943618, "decode.d0.loss_dice": 1.4375338166952134, "decode.d1.loss_cls": 1.4803058534860611, "decode.d1.loss_mask": 0.7505017578601837, "decode.d1.loss_dice": 1.253329536318779, "decode.d2.loss_cls": 1.316072753071785, "decode.d2.loss_mask": 0.7891538143157959, "decode.d2.loss_dice": 1.2876035124063492, "decode.d3.loss_cls": 1.2923366218805312, "decode.d3.loss_mask": 0.770337238907814, "decode.d3.loss_dice": 1.2208051607012749, "decode.d4.loss_cls": 1.2380425125360488, "decode.d4.loss_mask": 0.7825531795620918, "decode.d4.loss_dice": 1.2061496168375014, "decode.d5.loss_cls": 1.2411888629198073, "decode.d5.loss_mask": 0.7714666455984116, "decode.d5.loss_dice": 1.2423706486821176, "decode.d6.loss_cls": 1.1676829487085343, "decode.d6.loss_mask": 0.8250444591045379, "decode.d6.loss_dice": 1.2242952391505242, "decode.d7.loss_cls": 1.2775876075029373, "decode.d7.loss_mask": 0.8027934461832047, "decode.d7.loss_dice": 1.22336685359478, "decode.d8.loss_cls": 1.256550630927086, "decode.d8.loss_mask": 0.786670196056366, "decode.d8.loss_dice": 1.2146336168050766, "time": 0.5280411243438721, "memory": 7213, "step": 19700}
{"lr": 8.88192376961885e-06, "data_time": 0.008926320075988769, "grad_norm": 82.21151390075684, "loss": 30.047436952590942, "decode.loss_cls": 0.83142549097538, "decode.loss_mask": 0.6767940416932106, "decode.loss_dice": 1.2464428693056107, "decode.d0.loss_cls": 2.315888023376465, "decode.d0.loss_mask": 0.7853693887591362, "decode.d0.loss_dice": 1.49597929418087, "decode.d1.loss_cls": 0.9256935268640518, "decode.d1.loss_mask": 0.6921905189752579, "decode.d1.loss_dice": 1.3707041710615158, "decode.d2.loss_cls": 0.9487757384777069, "decode.d2.loss_mask": 0.6768153041601181, "decode.d2.loss_dice": 1.3034367322921754, "decode.d3.loss_cls": 0.9374708220362663, "decode.d3.loss_mask": 0.6449206650257111, "decode.d3.loss_dice": 1.2420110285282135, "decode.d4.loss_cls": 0.8722073011100292, "decode.d4.loss_mask": 0.6839267879724502, "decode.d4.loss_dice": 1.2690639555454255, "decode.d5.loss_cls": 0.8276397183537483, "decode.d5.loss_mask": 0.701637540757656, "decode.d5.loss_dice": 1.2766534775495528, "decode.d6.loss_cls": 0.8706448182463646, "decode.d6.loss_mask": 0.6805930569767952, "decode.d6.loss_dice": 1.2545217722654343, "decode.d7.loss_cls": 0.820405250787735, "decode.d7.loss_mask": 0.685138663649559, "decode.d7.loss_dice": 1.249764734506607, "decode.d8.loss_cls": 0.8490079380571842, "decode.d8.loss_mask": 0.6779832720756531, "decode.d8.loss_dice": 1.2343315422534942, "time": 0.5538008689880372, "memory": 7234, "step": 19750}
{"lr": 8.87907390370012e-06, "data_time": 0.008942389488220214, "grad_norm": 91.3086311340332, "loss": 32.39578514099121, "decode.loss_cls": 0.9493339717388153, "decode.loss_mask": 0.7691848784685135, "decode.loss_dice": 1.2092804908752441, "decode.d0.loss_cls": 2.6984138250350953, "decode.d0.loss_mask": 0.8199215412139893, "decode.d0.loss_dice": 1.4082557678222656, "decode.d1.loss_cls": 1.2419030129909516, "decode.d1.loss_mask": 0.8278602659702301, "decode.d1.loss_dice": 1.297231763601303, "decode.d2.loss_cls": 1.0931856751441955, "decode.d2.loss_mask": 0.778618448972702, "decode.d2.loss_dice": 1.238901102542877, "decode.d3.loss_cls": 1.125520646572113, "decode.d3.loss_mask": 0.7868042096495629, "decode.d3.loss_dice": 1.1924653828144074, "decode.d4.loss_cls": 1.0079423129558562, "decode.d4.loss_mask": 0.793591958284378, "decode.d4.loss_dice": 1.2250806629657744, "decode.d5.loss_cls": 1.0715590715408325, "decode.d5.loss_mask": 0.7623822957277298, "decode.d5.loss_dice": 1.1687436997890472, "decode.d6.loss_cls": 1.0171801149845123, "decode.d6.loss_mask": 0.7667204469442368, "decode.d6.loss_dice": 1.197921222448349, "decode.d7.loss_cls": 0.9384047985076904, "decode.d7.loss_mask": 0.7799901217222214, "decode.d7.loss_dice": 1.2195269405841827, "decode.d8.loss_cls": 1.0299154937267303, "decode.d8.loss_mask": 0.7617519989609718, "decode.d8.loss_dice": 1.21819406747818, "time": 0.5320256233215332, "memory": 7276, "step": 19800}
{"lr": 8.876223936143847e-06, "data_time": 0.008990120887756348, "grad_norm": 87.55257873535156, "loss": 28.97010192871094, "decode.loss_cls": 0.9559155613183975, "decode.loss_mask": 0.7334302991628647, "decode.loss_dice": 1.0772324621677398, "decode.d0.loss_cls": 2.1967437863349915, "decode.d0.loss_mask": 0.7807265609502793, "decode.d0.loss_dice": 1.2398597776889801, "decode.d1.loss_cls": 1.0106800347566605, "decode.d1.loss_mask": 0.7972022622823716, "decode.d1.loss_dice": 1.1888245195150375, "decode.d2.loss_cls": 0.9227115213871002, "decode.d2.loss_mask": 0.7642556101083755, "decode.d2.loss_dice": 1.117561411857605, "decode.d3.loss_cls": 0.8713695228099823, "decode.d3.loss_mask": 0.743315452337265, "decode.d3.loss_dice": 1.0812798708677291, "decode.d4.loss_cls": 0.8924781531095505, "decode.d4.loss_mask": 0.7552118986845017, "decode.d4.loss_dice": 1.0734719574451446, "decode.d5.loss_cls": 0.8123820289969444, "decode.d5.loss_mask": 0.780668756365776, "decode.d5.loss_dice": 1.0886829048395157, "decode.d6.loss_cls": 0.811231155693531, "decode.d6.loss_mask": 0.7709510207176209, "decode.d6.loss_dice": 1.0802804291248322, "decode.d7.loss_cls": 0.8657198011875152, "decode.d7.loss_mask": 0.7632591158151627, "decode.d7.loss_dice": 1.062545570731163, "decode.d8.loss_cls": 0.9264914155006408, "decode.d8.loss_mask": 0.7342369556427002, "decode.d8.loss_dice": 1.0713829666376113, "time": 0.5532969236373901, "memory": 7204, "step": 19850}
{"lr": 8.873373866910136e-06, "data_time": 0.009015345573425293, "grad_norm": 88.33109436035156, "loss": 31.622760486602782, "decode.loss_cls": 1.0413530513644218, "decode.loss_mask": 0.7125426471233368, "decode.loss_dice": 1.197387045621872, "decode.d0.loss_cls": 2.48190176486969, "decode.d0.loss_mask": 0.7860729306936264, "decode.d0.loss_dice": 1.3716673851013184, "decode.d1.loss_cls": 1.1922545090317727, "decode.d1.loss_mask": 0.7248285323381424, "decode.d1.loss_dice": 1.2951429069042206, "decode.d2.loss_cls": 1.172965970635414, "decode.d2.loss_mask": 0.7086993962526321, "decode.d2.loss_dice": 1.2297461450099945, "decode.d3.loss_cls": 1.088796353340149, "decode.d3.loss_mask": 0.7092039704322814, "decode.d3.loss_dice": 1.21995667219162, "decode.d4.loss_cls": 1.0502713084220887, "decode.d4.loss_mask": 0.7069870382547379, "decode.d4.loss_dice": 1.2212570905685425, "decode.d5.loss_cls": 1.049516722559929, "decode.d5.loss_mask": 0.6919214874505997, "decode.d5.loss_dice": 1.2598752975463867, "decode.d6.loss_cls": 1.0476767867803574, "decode.d6.loss_mask": 0.6757127046585083, "decode.d6.loss_dice": 1.1627761244773864, "decode.d7.loss_cls": 1.0200353503227233, "decode.d7.loss_mask": 0.6799964010715485, "decode.d7.loss_dice": 1.1834550321102142, "decode.d8.loss_cls": 1.0772323578596115, "decode.d8.loss_mask": 0.6845701396465301, "decode.d8.loss_dice": 1.1789560317993164, "time": 0.5288115739822388, "memory": 7288, "step": 19900}
{"lr": 8.87052369595908e-06, "data_time": 0.008899188041687012, "grad_norm": 96.40980606079101, "loss": 36.448785591125485, "decode.loss_cls": 1.147183632850647, "decode.loss_mask": 0.9234997034072876, "decode.loss_dice": 1.3428142815828323, "decode.d0.loss_cls": 2.527287685871124, "decode.d0.loss_mask": 1.0653346657752991, "decode.d0.loss_dice": 1.5725974798202516, "decode.d1.loss_cls": 1.2467223465442658, "decode.d1.loss_mask": 1.0082461744546891, "decode.d1.loss_dice": 1.4325279355049134, "decode.d2.loss_cls": 1.156551867723465, "decode.d2.loss_mask": 0.9549917966127396, "decode.d2.loss_dice": 1.4018743753433227, "decode.d3.loss_cls": 1.1070381164550782, "decode.d3.loss_mask": 0.9964367568492889, "decode.d3.loss_dice": 1.3623593717813491, "decode.d4.loss_cls": 1.0718427836894988, "decode.d4.loss_mask": 0.9727089554071426, "decode.d4.loss_dice": 1.3872782111167907, "decode.d5.loss_cls": 1.1452007830142974, "decode.d5.loss_mask": 0.9329928755760193, "decode.d5.loss_dice": 1.358008337020874, "decode.d6.loss_cls": 1.1087507247924804, "decode.d6.loss_mask": 0.9650759637355805, "decode.d6.loss_dice": 1.3474514096975327, "decode.d7.loss_cls": 1.1339880883693696, "decode.d7.loss_mask": 0.9635453343391418, "decode.d7.loss_dice": 1.3533067882061005, "decode.d8.loss_cls": 1.1165899902582168, "decode.d8.loss_mask": 0.9601838499307632, "decode.d8.loss_dice": 1.3863937139511109, "time": 0.5247823238372803, "memory": 7315, "step": 19950}
{"lr": 8.86767342325072e-06, "data_time": 0.009056544303894043, "grad_norm": 91.02647705078125, "loss": 34.071467113494876, "decode.loss_cls": 0.9926109835505486, "decode.loss_mask": 0.8756773203611374, "decode.loss_dice": 1.2853254795074462, "decode.d0.loss_cls": 2.520461028814316, "decode.d0.loss_mask": 0.9753763884305954, "decode.d0.loss_dice": 1.447805440425873, "decode.d1.loss_cls": 1.1646376520395278, "decode.d1.loss_mask": 0.9482686072587967, "decode.d1.loss_dice": 1.381853348016739, "decode.d2.loss_cls": 1.0360941603779792, "decode.d2.loss_mask": 0.9224626779556274, "decode.d2.loss_dice": 1.3250305294990539, "decode.d3.loss_cls": 0.9552090853452683, "decode.d3.loss_mask": 0.8804012179374695, "decode.d3.loss_dice": 1.3149235904216767, "decode.d4.loss_cls": 0.9964018374681473, "decode.d4.loss_mask": 0.869271719455719, "decode.d4.loss_dice": 1.2943244636058808, "decode.d5.loss_cls": 1.0123675778508185, "decode.d5.loss_mask": 0.9164952546358108, "decode.d5.loss_dice": 1.3279392182826997, "decode.d6.loss_cls": 1.040759412944317, "decode.d6.loss_mask": 0.896371591091156, "decode.d6.loss_dice": 1.2985642790794372, "decode.d7.loss_cls": 0.9919036239385605, "decode.d7.loss_mask": 0.8881829679012299, "decode.d7.loss_dice": 1.3266268014907836, "decode.d8.loss_cls": 1.020785504579544, "decode.d8.loss_mask": 0.8811730057001114, "decode.d8.loss_dice": 1.284161674976349, "time": 0.5526890277862548, "memory": 7234, "step": 20000}
{"aAcc": 81.65, "mIoU": 46.2, "mAcc": 60.93, "data_time": 0.0019394458527584, "time": 0.18405109097758138, "step": 20000}
{"lr": 8.864823048745086e-06, "data_time": 0.009319591522216796, "grad_norm": 98.54989242553711, "loss": 32.910994338989255, "decode.loss_cls": 0.9972784757614136, "decode.loss_mask": 0.8398860335350037, "decode.loss_dice": 1.2429181635379791, "decode.d0.loss_cls": 2.459616684913635, "decode.d0.loss_mask": 0.895863053202629, "decode.d0.loss_dice": 1.48058363199234, "decode.d1.loss_cls": 1.1745992302894592, "decode.d1.loss_mask": 0.8265580713748932, "decode.d1.loss_dice": 1.3208985686302186, "decode.d2.loss_cls": 1.079824650287628, "decode.d2.loss_mask": 0.8566395103931427, "decode.d2.loss_dice": 1.2715063750743867, "decode.d3.loss_cls": 1.0104522347450255, "decode.d3.loss_mask": 0.8205838769674301, "decode.d3.loss_dice": 1.2116349160671234, "decode.d4.loss_cls": 1.0288315787911415, "decode.d4.loss_mask": 0.8274379342794418, "decode.d4.loss_dice": 1.2129950046539306, "decode.d5.loss_cls": 0.9683079093694686, "decode.d5.loss_mask": 0.8557164579629898, "decode.d5.loss_dice": 1.24840646982193, "decode.d6.loss_cls": 0.9499828234314919, "decode.d6.loss_mask": 0.8669274806976318, "decode.d6.loss_dice": 1.2562132894992828, "decode.d7.loss_cls": 0.9706584379076958, "decode.d7.loss_mask": 0.8690586447715759, "decode.d7.loss_dice": 1.2414005756378175, "decode.d8.loss_cls": 1.0394627287983895, "decode.d8.loss_mask": 0.8504124015569687, "decode.d8.loss_dice": 1.2363411426544189, "time": 0.5307057857513428, "memory": 7225, "step": 20050}
{"lr": 8.861972572402166e-06, "data_time": 0.009404730796813966, "grad_norm": 86.4265625, "loss": 31.864280128479002, "decode.loss_cls": 0.9739464789628982, "decode.loss_mask": 0.8795802742242813, "decode.loss_dice": 1.0656580209732056, "decode.d0.loss_cls": 2.655135250091553, "decode.d0.loss_mask": 0.9961161136627197, "decode.d0.loss_dice": 1.3622785985469819, "decode.d1.loss_cls": 1.2866220355033875, "decode.d1.loss_mask": 0.8631104022264481, "decode.d1.loss_dice": 1.1209334790706635, "decode.d2.loss_cls": 1.0409744262695313, "decode.d2.loss_mask": 0.8786886811256409, "decode.d2.loss_dice": 1.1132680356502533, "decode.d3.loss_cls": 0.9905060023069382, "decode.d3.loss_mask": 0.8815475314855575, "decode.d3.loss_dice": 1.1137337774038314, "decode.d4.loss_cls": 1.0080378293991088, "decode.d4.loss_mask": 0.8604784101247788, "decode.d4.loss_dice": 1.082523265480995, "decode.d5.loss_cls": 0.920514565706253, "decode.d5.loss_mask": 0.8617797315120697, "decode.d5.loss_dice": 1.0989316761493684, "decode.d6.loss_cls": 0.9768225193023682, "decode.d6.loss_mask": 0.8647881209850311, "decode.d6.loss_dice": 1.073479127883911, "decode.d7.loss_cls": 0.9963164538145065, "decode.d7.loss_mask": 0.864896559715271, "decode.d7.loss_dice": 1.0769823104143144, "decode.d8.loss_cls": 1.005210706591606, "decode.d8.loss_mask": 0.8897699683904647, "decode.d8.loss_dice": 1.061648741364479, "time": 0.5270318508148193, "memory": 7227, "step": 20100}
{"lr": 8.859121994181934e-06, "data_time": 0.009221410751342774, "grad_norm": 91.17646789550781, "loss": 29.840262794494627, "decode.loss_cls": 1.0604595303535462, "decode.loss_mask": 0.7057817369699478, "decode.loss_dice": 1.0264739006757737, "decode.d0.loss_cls": 2.5901686191558837, "decode.d0.loss_mask": 0.8158637553453445, "decode.d0.loss_dice": 1.2514278918504715, "decode.d1.loss_cls": 1.0693320646882056, "decode.d1.loss_mask": 0.7437623232603073, "decode.d1.loss_dice": 1.204418882727623, "decode.d2.loss_cls": 1.0001510664820672, "decode.d2.loss_mask": 0.7108776837587356, "decode.d2.loss_dice": 1.0826411724090577, "decode.d3.loss_cls": 1.0157344669103623, "decode.d3.loss_mask": 0.7143559783697129, "decode.d3.loss_dice": 1.0624973863363265, "decode.d4.loss_cls": 0.9598991855978966, "decode.d4.loss_mask": 0.7033764660358429, "decode.d4.loss_dice": 1.0482517063617707, "decode.d5.loss_cls": 0.9226682245731354, "decode.d5.loss_mask": 0.7220174223184586, "decode.d5.loss_dice": 1.0623889863491058, "decode.d6.loss_cls": 1.023321983218193, "decode.d6.loss_mask": 0.7042577147483826, "decode.d6.loss_dice": 1.0368900626897812, "decode.d7.loss_cls": 1.0193747580051422, "decode.d7.loss_mask": 0.6940068185329438, "decode.d7.loss_dice": 1.0354619950056076, "decode.d8.loss_cls": 1.0639208436012269, "decode.d8.loss_mask": 0.718823891878128, "decode.d8.loss_dice": 1.0716570913791656, "time": 0.526840615272522, "memory": 7301, "step": 20150}
{"lr": 8.85627131404432e-06, "data_time": 0.00873723030090332, "grad_norm": 95.68730697631835, "loss": 26.43179521560669, "decode.loss_cls": 0.9263270303606987, "decode.loss_mask": 0.6500300914049149, "decode.loss_dice": 0.849171268939972, "decode.d0.loss_cls": 2.163817083835602, "decode.d0.loss_mask": 0.766198918223381, "decode.d0.loss_dice": 1.0608784019947053, "decode.d1.loss_cls": 0.9768526524305343, "decode.d1.loss_mask": 0.7235235929489136, "decode.d1.loss_dice": 0.9871102392673492, "decode.d2.loss_cls": 0.963885959982872, "decode.d2.loss_mask": 0.6916773617267609, "decode.d2.loss_dice": 0.9352659761905671, "decode.d3.loss_cls": 0.9577454060316086, "decode.d3.loss_mask": 0.6646329194307328, "decode.d3.loss_dice": 0.8942381858825683, "decode.d4.loss_cls": 0.9006197839975357, "decode.d4.loss_mask": 0.6870523691177368, "decode.d4.loss_dice": 0.8809423208236694, "decode.d5.loss_cls": 0.9140447378158569, "decode.d5.loss_mask": 0.6550739377737045, "decode.d5.loss_dice": 0.8641654998064041, "decode.d6.loss_cls": 0.9343086123466492, "decode.d6.loss_mask": 0.6627855569124221, "decode.d6.loss_dice": 0.8406910747289658, "decode.d7.loss_cls": 0.8638907134532928, "decode.d7.loss_mask": 0.686462327837944, "decode.d7.loss_dice": 0.871834883093834, "decode.d8.loss_cls": 0.936247855424881, "decode.d8.loss_mask": 0.6558662116527557, "decode.d8.loss_dice": 0.8664553672075271, "time": 0.5282147884368896, "memory": 7233, "step": 20200}
{"lr": 8.853420531949232e-06, "data_time": 0.009228682518005371, "grad_norm": 96.87375411987304, "loss": 30.732504081726074, "decode.loss_cls": 1.0113083600997925, "decode.loss_mask": 0.6641733109951019, "decode.loss_dice": 1.1118191212415696, "decode.d0.loss_cls": 2.6785183906555177, "decode.d0.loss_mask": 0.7725723385810852, "decode.d0.loss_dice": 1.3267098248004914, "decode.d1.loss_cls": 1.2404413640499115, "decode.d1.loss_mask": 0.7278149992227554, "decode.d1.loss_dice": 1.2012341916561127, "decode.d2.loss_cls": 1.0882217824459075, "decode.d2.loss_mask": 0.7014206439256668, "decode.d2.loss_dice": 1.1478213220834732, "decode.d3.loss_cls": 1.1102120578289032, "decode.d3.loss_mask": 0.6651858240365982, "decode.d3.loss_dice": 1.0937873303890229, "decode.d4.loss_cls": 1.037319403886795, "decode.d4.loss_mask": 0.6559333115816116, "decode.d4.loss_dice": 1.1066314041614533, "decode.d5.loss_cls": 1.0241655945777892, "decode.d5.loss_mask": 0.6738121509552002, "decode.d5.loss_dice": 1.1387187361717224, "decode.d6.loss_cls": 1.0381492376327515, "decode.d6.loss_mask": 0.6814055651426315, "decode.d6.loss_dice": 1.1323655188083648, "decode.d7.loss_cls": 1.0519640743732452, "decode.d7.loss_mask": 0.679259979724884, "decode.d7.loss_dice": 1.148979377746582, "decode.d8.loss_cls": 1.0033565998077392, "decode.d8.loss_mask": 0.6876376152038575, "decode.d8.loss_dice": 1.1315645784139634, "time": 0.5287271738052368, "memory": 7248, "step": 20250}
{"lr": 8.850569647856527e-06, "data_time": 0.00905768871307373, "grad_norm": 85.19350357055664, "loss": 28.310268211364747, "decode.loss_cls": 1.1010192960500718, "decode.loss_mask": 0.6030722737312317, "decode.loss_dice": 1.0156556963920593, "decode.d0.loss_cls": 2.1868748664855957, "decode.d0.loss_mask": 0.6731973826885224, "decode.d0.loss_dice": 1.1380335986614227, "decode.d1.loss_cls": 1.1275399327278137, "decode.d1.loss_mask": 0.638156621158123, "decode.d1.loss_dice": 1.1033841788768768, "decode.d2.loss_cls": 1.054207992553711, "decode.d2.loss_mask": 0.6421127498149872, "decode.d2.loss_dice": 1.0576669812202453, "decode.d3.loss_cls": 1.0758387058973313, "decode.d3.loss_mask": 0.6324236989021301, "decode.d3.loss_dice": 1.0314141154289245, "decode.d4.loss_cls": 0.9413093224167823, "decode.d4.loss_mask": 0.6565515458583832, "decode.d4.loss_dice": 1.0232224583625793, "decode.d5.loss_cls": 1.031235945224762, "decode.d5.loss_mask": 0.6126493692398072, "decode.d5.loss_dice": 1.0144314140081405, "decode.d6.loss_cls": 1.010369563102722, "decode.d6.loss_mask": 0.6065234512090683, "decode.d6.loss_dice": 0.9974305748939514, "decode.d7.loss_cls": 0.9848880767822266, "decode.d7.loss_mask": 0.6231209814548493, "decode.d7.loss_dice": 1.019135880470276, "decode.d8.loss_cls": 1.0589021384716033, "decode.d8.loss_mask": 0.6064710736274719, "decode.d8.loss_dice": 1.0434287548065186, "time": 0.5292485475540161, "memory": 7195, "step": 20300}
{"lr": 8.84771866172605e-06, "data_time": 0.009122419357299804, "grad_norm": 90.64623794555663, "loss": 32.31940383911133, "decode.loss_cls": 1.1360388696193695, "decode.loss_mask": 0.7988519161939621, "decode.loss_dice": 1.1327680408954621, "decode.d0.loss_cls": 2.418108582496643, "decode.d0.loss_mask": 0.8217471778392792, "decode.d0.loss_dice": 1.292918360233307, "decode.d1.loss_cls": 1.2321836948394775, "decode.d1.loss_mask": 0.8333971709012985, "decode.d1.loss_dice": 1.2134113669395448, "decode.d2.loss_cls": 1.1717977106571198, "decode.d2.loss_mask": 0.8159835398197174, "decode.d2.loss_dice": 1.2129583358764648, "decode.d3.loss_cls": 1.1019309759140015, "decode.d3.loss_mask": 0.8031211197376251, "decode.d3.loss_dice": 1.133268314599991, "decode.d4.loss_cls": 1.0745590507984162, "decode.d4.loss_mask": 0.8121577471494674, "decode.d4.loss_dice": 1.153595072031021, "decode.d5.loss_cls": 1.0844892114400864, "decode.d5.loss_mask": 0.830300971865654, "decode.d5.loss_dice": 1.1361589968204497, "decode.d6.loss_cls": 1.155638337135315, "decode.d6.loss_mask": 0.8027128100395202, "decode.d6.loss_dice": 1.1151844322681428, "decode.d7.loss_cls": 1.0677832663059235, "decode.d7.loss_mask": 0.7944697499275207, "decode.d7.loss_dice": 1.1262662708759308, "decode.d8.loss_cls": 1.0901556015014648, "decode.d8.loss_mask": 0.8044373571872712, "decode.d8.loss_dice": 1.153008633852005, "time": 0.5301013708114624, "memory": 7220, "step": 20350}
{"lr": 8.84486757351763e-06, "data_time": 0.009080862998962403, "grad_norm": 87.02203941345215, "loss": 27.382528877258302, "decode.loss_cls": 0.770853054523468, "decode.loss_mask": 0.7765003979206085, "decode.loss_dice": 1.0321248173713684, "decode.d0.loss_cls": 2.087503743171692, "decode.d0.loss_mask": 0.8051893770694732, "decode.d0.loss_dice": 1.170312625169754, "decode.d1.loss_cls": 0.876611253619194, "decode.d1.loss_mask": 0.8092062085866928, "decode.d1.loss_dice": 1.0903232395648956, "decode.d2.loss_cls": 0.7669052958488465, "decode.d2.loss_mask": 0.7754332274198532, "decode.d2.loss_dice": 1.0596881270408631, "decode.d3.loss_cls": 0.7934423059225082, "decode.d3.loss_mask": 0.7527909994125366, "decode.d3.loss_dice": 1.0612416863441467, "decode.d4.loss_cls": 0.7396058529615402, "decode.d4.loss_mask": 0.7478654086589813, "decode.d4.loss_dice": 1.0591783463954925, "decode.d5.loss_cls": 0.7880885362625122, "decode.d5.loss_mask": 0.7326007783412933, "decode.d5.loss_dice": 1.0530250012874602, "decode.d6.loss_cls": 0.7316416740417481, "decode.d6.loss_mask": 0.7795347660779953, "decode.d6.loss_dice": 1.0267359495162964, "decode.d7.loss_cls": 0.7371690720319748, "decode.d7.loss_mask": 0.7738308519124985, "decode.d7.loss_dice": 1.033007425069809, "decode.d8.loss_cls": 0.7046839684247971, "decode.d8.loss_mask": 0.7839190304279328, "decode.d8.loss_dice": 1.0635152578353881, "time": 0.5802000999450684, "memory": 7267, "step": 20400}
{"lr": 8.842016383191032e-06, "data_time": 0.009228205680847168, "grad_norm": 89.13263778686523, "loss": 32.65159397125244, "decode.loss_cls": 0.9192075461149216, "decode.loss_mask": 0.9600234448909759, "decode.loss_dice": 1.227374666929245, "decode.d0.loss_cls": 2.600967025756836, "decode.d0.loss_mask": 0.9198571503162384, "decode.d0.loss_dice": 1.3346142590045929, "decode.d1.loss_cls": 1.090679755806923, "decode.d1.loss_mask": 1.0036068737506867, "decode.d1.loss_dice": 1.3026376843452454, "decode.d2.loss_cls": 0.9053697854280471, "decode.d2.loss_mask": 0.9692520380020142, "decode.d2.loss_dice": 1.2582545280456543, "decode.d3.loss_cls": 0.8997563242912292, "decode.d3.loss_mask": 0.9107495129108429, "decode.d3.loss_dice": 1.1910941869020462, "decode.d4.loss_cls": 0.8758817404508591, "decode.d4.loss_mask": 0.9170696020126343, "decode.d4.loss_dice": 1.20744845867157, "decode.d5.loss_cls": 0.9255828708410263, "decode.d5.loss_mask": 0.9063697576522827, "decode.d5.loss_dice": 1.1953306704759599, "decode.d6.loss_cls": 0.8464240103960037, "decode.d6.loss_mask": 0.9209570348262787, "decode.d6.loss_dice": 1.2028314888477325, "decode.d7.loss_cls": 0.8637857675552368, "decode.d7.loss_mask": 0.9312454462051392, "decode.d7.loss_dice": 1.2051153838634492, "decode.d8.loss_cls": 0.9665280729532242, "decode.d8.loss_mask": 0.9576558828353882, "decode.d8.loss_dice": 1.235924392938614, "time": 0.5288097381591796, "memory": 7205, "step": 20450}
{"lr": 8.83916509070602e-06, "data_time": 0.009195375442504882, "grad_norm": 84.56328086853027, "loss": 33.33306407928467, "decode.loss_cls": 1.102263656258583, "decode.loss_mask": 0.7821383118629456, "decode.loss_dice": 1.1487820863723754, "decode.d0.loss_cls": 2.54168438911438, "decode.d0.loss_mask": 0.885519391298294, "decode.d0.loss_dice": 1.35034841299057, "decode.d1.loss_cls": 1.3588680297136306, "decode.d1.loss_mask": 0.799929004907608, "decode.d1.loss_dice": 1.2699586510658265, "decode.d2.loss_cls": 1.1855222947895527, "decode.d2.loss_mask": 0.802566933631897, "decode.d2.loss_dice": 1.210005921125412, "decode.d3.loss_cls": 1.2095306009054183, "decode.d3.loss_mask": 0.7777607440948486, "decode.d3.loss_dice": 1.1821452677249908, "decode.d4.loss_cls": 1.1619016133248805, "decode.d4.loss_mask": 0.7965917646884918, "decode.d4.loss_dice": 1.1925065100193024, "decode.d5.loss_cls": 1.2012773230671883, "decode.d5.loss_mask": 0.7814672231674195, "decode.d5.loss_dice": 1.1993569552898407, "decode.d6.loss_cls": 1.1783186689019203, "decode.d6.loss_mask": 0.7936905562877655, "decode.d6.loss_dice": 1.1747887790203095, "decode.d7.loss_cls": 1.195952881127596, "decode.d7.loss_mask": 0.7689567685127259, "decode.d7.loss_dice": 1.1407669126987456, "decode.d8.loss_cls": 1.1576827883720398, "decode.d8.loss_mask": 0.7848251044750214, "decode.d8.loss_dice": 1.1979573249816895, "time": 0.5285678386688233, "memory": 7259, "step": 20500}
{"lr": 8.836313696022308e-06, "data_time": 0.009083414077758789, "grad_norm": 77.1708827972412, "loss": 25.92603807449341, "decode.loss_cls": 0.8179703652858734, "decode.loss_mask": 0.7017705172300339, "decode.loss_dice": 0.8557065844535827, "decode.d0.loss_cls": 2.1785544395446776, "decode.d0.loss_mask": 0.743621215224266, "decode.d0.loss_dice": 0.9879673838615417, "decode.d1.loss_cls": 1.0092493370175362, "decode.d1.loss_mask": 0.7192835479974746, "decode.d1.loss_dice": 0.965280818939209, "decode.d2.loss_cls": 0.8818760320544243, "decode.d2.loss_mask": 0.7059995263814927, "decode.d2.loss_dice": 0.8868419200181961, "decode.d3.loss_cls": 0.869218784570694, "decode.d3.loss_mask": 0.7252135872840881, "decode.d3.loss_dice": 0.8997340589761734, "decode.d4.loss_cls": 0.8646898567676544, "decode.d4.loss_mask": 0.7054734647274017, "decode.d4.loss_dice": 0.8709422200918198, "decode.d5.loss_cls": 0.7906977578997612, "decode.d5.loss_mask": 0.711917045712471, "decode.d5.loss_dice": 0.8451451748609543, "decode.d6.loss_cls": 0.7935815915465355, "decode.d6.loss_mask": 0.7144899070262909, "decode.d6.loss_dice": 0.8579043686389923, "decode.d7.loss_cls": 0.809073805809021, "decode.d7.loss_mask": 0.7082652866840362, "decode.d7.loss_dice": 0.8890656292438507, "decode.d8.loss_cls": 0.8173951208591461, "decode.d8.loss_mask": 0.7284648567438126, "decode.d8.loss_dice": 0.8706436067819595, "time": 0.5295145750045777, "memory": 7236, "step": 20550}
{"lr": 8.833462199099589e-06, "data_time": 0.008844971656799316, "grad_norm": 84.20245361328125, "loss": 35.01470470428467, "decode.loss_cls": 0.7525693446397781, "decode.loss_mask": 0.9997500658035279, "decode.loss_dice": 1.5164813697338104, "decode.d0.loss_cls": 2.2119383692741392, "decode.d0.loss_mask": 1.0142707407474518, "decode.d0.loss_dice": 1.7076258659362793, "decode.d1.loss_cls": 0.949519032239914, "decode.d1.loss_mask": 0.9481526851654053, "decode.d1.loss_dice": 1.6517498970031739, "decode.d2.loss_cls": 0.8807075619697571, "decode.d2.loss_mask": 0.9563727885484695, "decode.d2.loss_dice": 1.5624461054801941, "decode.d3.loss_cls": 0.9043655276298523, "decode.d3.loss_mask": 0.9530402034521103, "decode.d3.loss_dice": 1.4355093985795975, "decode.d4.loss_cls": 0.8975124448537827, "decode.d4.loss_mask": 0.974285039305687, "decode.d4.loss_dice": 1.4726369708776474, "decode.d5.loss_cls": 0.841517585515976, "decode.d5.loss_mask": 0.9946907192468644, "decode.d5.loss_dice": 1.4771826684474945, "decode.d6.loss_cls": 0.788195013999939, "decode.d6.loss_mask": 0.9911416709423065, "decode.d6.loss_dice": 1.4929406583309173, "decode.d7.loss_cls": 0.7942624479532242, "decode.d7.loss_mask": 0.9994154006242753, "decode.d7.loss_dice": 1.5190853595733642, "decode.d8.loss_cls": 0.8132660925388336, "decode.d8.loss_mask": 1.0101781636476517, "decode.d8.loss_dice": 1.503894567489624, "time": 0.5306547164916993, "memory": 7320, "step": 20600}
{"lr": 8.830610599897536e-06, "data_time": 0.009208488464355468, "grad_norm": 80.74017677307128, "loss": 31.674339294433594, "decode.loss_cls": 1.0016607403755189, "decode.loss_mask": 0.7458832770586014, "decode.loss_dice": 1.108606368303299, "decode.d0.loss_cls": 2.497441792488098, "decode.d0.loss_mask": 0.8110697567462921, "decode.d0.loss_dice": 1.2970207512378693, "decode.d1.loss_cls": 1.2079366475343705, "decode.d1.loss_mask": 0.7822654992341995, "decode.d1.loss_dice": 1.1789030849933624, "decode.d2.loss_cls": 1.1108028590679169, "decode.d2.loss_mask": 0.8368691444396973, "decode.d2.loss_dice": 1.223241811990738, "decode.d3.loss_cls": 1.034523931145668, "decode.d3.loss_mask": 0.8156750828027726, "decode.d3.loss_dice": 1.1820409655570985, "decode.d4.loss_cls": 1.0332506448030472, "decode.d4.loss_mask": 0.78321792781353, "decode.d4.loss_dice": 1.1647275626659392, "decode.d5.loss_cls": 1.0432599395513535, "decode.d5.loss_mask": 0.7652665883302688, "decode.d5.loss_dice": 1.1203380793333053, "decode.d6.loss_cls": 0.9792847126722336, "decode.d6.loss_mask": 0.8421152740716934, "decode.d6.loss_dice": 1.1761796951293946, "decode.d7.loss_cls": 1.0113301604986191, "decode.d7.loss_mask": 0.7994014263153076, "decode.d7.loss_dice": 1.1253248155117035, "decode.d8.loss_cls": 1.0149796426296234, "decode.d8.loss_mask": 0.8378415644168854, "decode.d8.loss_dice": 1.1438809305429458, "time": 0.5285979270935058, "memory": 7216, "step": 20650}
{"lr": 8.827758898375763e-06, "data_time": 0.009323668479919434, "grad_norm": 92.26892127990723, "loss": 26.91328821182251, "decode.loss_cls": 0.7798121422529221, "decode.loss_mask": 0.7578577280044556, "decode.loss_dice": 0.8752566397190094, "decode.d0.loss_cls": 2.294492471218109, "decode.d0.loss_mask": 0.8634271264076233, "decode.d0.loss_dice": 1.0387609541416167, "decode.d1.loss_cls": 0.9452275574207306, "decode.d1.loss_mask": 0.7843463659286499, "decode.d1.loss_dice": 0.9931665778160095, "decode.d2.loss_cls": 0.8046129256486892, "decode.d2.loss_mask": 0.775719153881073, "decode.d2.loss_dice": 0.921239298582077, "decode.d3.loss_cls": 0.8005197376012803, "decode.d3.loss_mask": 0.7871198624372482, "decode.d3.loss_dice": 0.8993461847305297, "decode.d4.loss_cls": 0.8295280337333679, "decode.d4.loss_mask": 0.7687081038951874, "decode.d4.loss_dice": 0.9250833630561829, "decode.d5.loss_cls": 0.8773499161005021, "decode.d5.loss_mask": 0.7853378027677536, "decode.d5.loss_dice": 0.907263433933258, "decode.d6.loss_cls": 0.815971902012825, "decode.d6.loss_mask": 0.7901846259832382, "decode.d6.loss_dice": 0.9179313361644745, "decode.d7.loss_cls": 0.832331445813179, "decode.d7.loss_mask": 0.7557310372591018, "decode.d7.loss_dice": 0.8953358590602875, "decode.d8.loss_cls": 0.7913034975528717, "decode.d8.loss_mask": 0.7718602359294892, "decode.d8.loss_dice": 0.9284626007080078, "time": 0.52908296585083, "memory": 7227, "step": 20700}
{"lr": 8.824907094493874e-06, "data_time": 0.008910775184631348, "grad_norm": 92.96229782104493, "loss": 29.53711071014404, "decode.loss_cls": 0.843332576751709, "decode.loss_mask": 0.8065827846527099, "decode.loss_dice": 1.085415142774582, "decode.d0.loss_cls": 2.2230523109436033, "decode.d0.loss_mask": 0.8086308777332306, "decode.d0.loss_dice": 1.2592300355434418, "decode.d1.loss_cls": 0.9175588011741638, "decode.d1.loss_mask": 0.7812710911035537, "decode.d1.loss_dice": 1.1784901320934296, "decode.d2.loss_cls": 0.8848004579544068, "decode.d2.loss_mask": 0.7828968167304993, "decode.d2.loss_dice": 1.1415922343730927, "decode.d3.loss_cls": 0.9381994783878327, "decode.d3.loss_mask": 0.7839547753334045, "decode.d3.loss_dice": 1.0785212099552155, "decode.d4.loss_cls": 0.9461646974086761, "decode.d4.loss_mask": 0.8040979504585266, "decode.d4.loss_dice": 1.1221485495567323, "decode.d5.loss_cls": 0.8338371932506561, "decode.d5.loss_mask": 0.8187041223049164, "decode.d5.loss_dice": 1.1200200855731963, "decode.d6.loss_cls": 0.8780285298824311, "decode.d6.loss_mask": 0.8009841740131378, "decode.d6.loss_dice": 1.078165239095688, "decode.d7.loss_cls": 0.8285913944244385, "decode.d7.loss_mask": 0.8364795923233033, "decode.d7.loss_dice": 1.1084645986557007, "decode.d8.loss_cls": 0.9134720206260681, "decode.d8.loss_mask": 0.8183471739292145, "decode.d8.loss_dice": 1.1160774528980255, "time": 0.5541915416717529, "memory": 7274, "step": 20750}
{"lr": 8.822055188211443e-06, "data_time": 0.00936434268951416, "grad_norm": 87.03655433654785, "loss": 36.55499038696289, "decode.loss_cls": 1.33339262008667, "decode.loss_mask": 0.7728043615818023, "decode.loss_dice": 1.283003179728985, "decode.d0.loss_cls": 2.6364217162132264, "decode.d0.loss_mask": 0.9002690255641937, "decode.d0.loss_dice": 1.559033501148224, "decode.d1.loss_cls": 1.4915194779634475, "decode.d1.loss_mask": 0.8144857823848725, "decode.d1.loss_dice": 1.470371851325035, "decode.d2.loss_cls": 1.421975016593933, "decode.d2.loss_mask": 0.8509860545396805, "decode.d2.loss_dice": 1.4068967908620835, "decode.d3.loss_cls": 1.3782930627465249, "decode.d3.loss_mask": 0.8279756367206573, "decode.d3.loss_dice": 1.3258829474449159, "decode.d4.loss_cls": 1.3194445922970772, "decode.d4.loss_mask": 0.821218840777874, "decode.d4.loss_dice": 1.3112615704536439, "decode.d5.loss_cls": 1.335421484708786, "decode.d5.loss_mask": 0.7965034544467926, "decode.d5.loss_dice": 1.3031268954277038, "decode.d6.loss_cls": 1.3252839490771293, "decode.d6.loss_mask": 0.7823962330818176, "decode.d6.loss_dice": 1.2885723903775215, "decode.d7.loss_cls": 1.3510182157158852, "decode.d7.loss_mask": 0.7518564283847808, "decode.d7.loss_dice": 1.2770657956600189, "decode.d8.loss_cls": 1.3682356417179107, "decode.d8.loss_mask": 0.7664337754249573, "decode.d8.loss_dice": 1.2838381677865982, "time": 0.5558481454849243, "memory": 7216, "step": 20800}
{"lr": 8.819203179488008e-06, "data_time": 0.00911715030670166, "grad_norm": 91.19514923095703, "loss": 36.096502494812015, "decode.loss_cls": 1.1842106997966766, "decode.loss_mask": 0.7468114942312241, "decode.loss_dice": 1.4095618903636933, "decode.d0.loss_cls": 2.568407487869263, "decode.d0.loss_mask": 0.8159037828445435, "decode.d0.loss_dice": 1.6696397125720979, "decode.d1.loss_cls": 1.3730292737483978, "decode.d1.loss_mask": 0.7508155584335328, "decode.d1.loss_dice": 1.5738761752843857, "decode.d2.loss_cls": 1.2555159747600555, "decode.d2.loss_mask": 0.749958798289299, "decode.d2.loss_dice": 1.5243328988552094, "decode.d3.loss_cls": 1.2310170590877534, "decode.d3.loss_mask": 0.7601223140954971, "decode.d3.loss_dice": 1.4719988346099853, "decode.d4.loss_cls": 1.26831756234169, "decode.d4.loss_mask": 0.7484825015068054, "decode.d4.loss_dice": 1.4514686048030854, "decode.d5.loss_cls": 1.1818932592868805, "decode.d5.loss_mask": 0.746567701548338, "decode.d5.loss_dice": 1.4769001722335815, "decode.d6.loss_cls": 1.2307506263256074, "decode.d6.loss_mask": 0.7592432916164398, "decode.d6.loss_dice": 1.4393086850643158, "decode.d7.loss_cls": 1.126032829284668, "decode.d7.loss_mask": 0.7555867031216621, "decode.d7.loss_dice": 1.432584324479103, "decode.d8.loss_cls": 1.2375823497772216, "decode.d8.loss_mask": 0.7543411269783974, "decode.d8.loss_dice": 1.402240054309368, "time": 0.5570266962051391, "memory": 7233, "step": 20850}
{"lr": 8.816351068283077e-06, "data_time": 0.009373068809509277, "grad_norm": 85.58964080810547, "loss": 37.47447576522827, "decode.loss_cls": 0.9742146253585815, "decode.loss_mask": 0.9177557766437531, "decode.loss_dice": 1.6692842438817024, "decode.d0.loss_cls": 2.674830377101898, "decode.d0.loss_mask": 0.9957808434963227, "decode.d0.loss_dice": 1.8685182601213455, "decode.d1.loss_cls": 1.1163581043481827, "decode.d1.loss_mask": 0.9354615032672882, "decode.d1.loss_dice": 1.7006124556064606, "decode.d2.loss_cls": 0.9350869864225387, "decode.d2.loss_mask": 0.9278314620256424, "decode.d2.loss_dice": 1.6926124393939972, "decode.d3.loss_cls": 1.0221583470702171, "decode.d3.loss_mask": 0.8875804424285889, "decode.d3.loss_dice": 1.6647047683596612, "decode.d4.loss_cls": 0.9883614301681518, "decode.d4.loss_mask": 0.8936424136161805, "decode.d4.loss_dice": 1.6609064370393753, "decode.d5.loss_cls": 0.9202393725514412, "decode.d5.loss_mask": 0.9091537594795227, "decode.d5.loss_dice": 1.6580380499362946, "decode.d6.loss_cls": 0.9196604713797569, "decode.d6.loss_mask": 0.9051187038421631, "decode.d6.loss_dice": 1.6404862344264983, "decode.d7.loss_cls": 0.901401025056839, "decode.d7.loss_mask": 0.9068726509809494, "decode.d7.loss_dice": 1.659402008354664, "decode.d8.loss_cls": 0.9374553337693214, "decode.d8.loss_mask": 0.9239243060350418, "decode.d8.loss_dice": 1.6670238882303239, "time": 0.5282046556472778, "memory": 7233, "step": 20900}
{"lr": 8.813498854556127e-06, "data_time": 0.009406208992004395, "grad_norm": 89.09086227416992, "loss": 26.640080642700195, "decode.loss_cls": 0.8834274351596832, "decode.loss_mask": 0.6975498855113983, "decode.loss_dice": 0.8458331197500228, "decode.d0.loss_cls": 2.5283357977867125, "decode.d0.loss_mask": 0.7255323261022568, "decode.d0.loss_dice": 0.9693888783454895, "decode.d1.loss_cls": 1.120370662212372, "decode.d1.loss_mask": 0.6771198064088821, "decode.d1.loss_dice": 0.9087067782878876, "decode.d2.loss_cls": 1.119964027404785, "decode.d2.loss_mask": 0.6620852231979371, "decode.d2.loss_dice": 0.8459757179021835, "decode.d3.loss_cls": 0.9930231630802154, "decode.d3.loss_mask": 0.6574471920728684, "decode.d3.loss_dice": 0.8497735530138015, "decode.d4.loss_cls": 0.9820479810237884, "decode.d4.loss_mask": 0.6507592976093293, "decode.d4.loss_dice": 0.8294385313987732, "decode.d5.loss_cls": 0.9271146059036255, "decode.d5.loss_mask": 0.6548645049333572, "decode.d5.loss_dice": 0.8298451066017151, "decode.d6.loss_cls": 0.9348863869905472, "decode.d6.loss_mask": 0.657047176361084, "decode.d6.loss_dice": 0.8437508314847946, "decode.d7.loss_cls": 0.9547515571117401, "decode.d7.loss_mask": 0.6683150410652161, "decode.d7.loss_dice": 0.8206096351146698, "decode.d8.loss_cls": 0.8969826444983482, "decode.d8.loss_mask": 0.6686994701623916, "decode.d8.loss_dice": 0.8364340543746949, "time": 0.5298655509948731, "memory": 7170, "step": 20950}
{"lr": 8.810646538266608e-06, "data_time": 0.009467649459838866, "grad_norm": 85.57661895751953, "loss": 24.95594987869263, "decode.loss_cls": 0.8768388062715531, "decode.loss_mask": 0.6059022054076195, "decode.loss_dice": 0.774529191851616, "decode.d0.loss_cls": 2.1933004379272463, "decode.d0.loss_mask": 0.7203806012868881, "decode.d0.loss_dice": 0.9784780502319336, "decode.d1.loss_cls": 1.0079373091459274, "decode.d1.loss_mask": 0.6875834509730339, "decode.d1.loss_dice": 0.8976729571819305, "decode.d2.loss_cls": 0.9654669061303138, "decode.d2.loss_mask": 0.6369956627488136, "decode.d2.loss_dice": 0.838629250228405, "decode.d3.loss_cls": 0.9093702107667923, "decode.d3.loss_mask": 0.6254339084029198, "decode.d3.loss_dice": 0.7910351127386093, "decode.d4.loss_cls": 0.852878338098526, "decode.d4.loss_mask": 0.6172039344906807, "decode.d4.loss_dice": 0.7688145533204078, "decode.d5.loss_cls": 0.8303968906402588, "decode.d5.loss_mask": 0.6255150496959686, "decode.d5.loss_dice": 0.7746672853827477, "decode.d6.loss_cls": 0.8804529324173928, "decode.d6.loss_mask": 0.6394452258944512, "decode.d6.loss_dice": 0.8135161504149437, "decode.d7.loss_cls": 0.9085748657584191, "decode.d7.loss_mask": 0.6249886959791183, "decode.d7.loss_dice": 0.7851807102560997, "decode.d8.loss_cls": 0.9365537196397782, "decode.d8.loss_mask": 0.6125898063182831, "decode.d8.loss_dice": 0.7756177961826325, "time": 0.5277877807617187, "memory": 7207, "step": 21000}
{"lr": 8.807794119373938e-06, "data_time": 0.009608197212219238, "grad_norm": 90.29775695800781, "loss": 30.546964359283447, "decode.loss_cls": 0.8136506289243698, "decode.loss_mask": 0.8529387772083282, "decode.loss_dice": 1.1615251123905181, "decode.d0.loss_cls": 2.2601930975914, "decode.d0.loss_mask": 0.8693701714277268, "decode.d0.loss_dice": 1.2964628279209136, "decode.d1.loss_cls": 1.0189133048057557, "decode.d1.loss_mask": 0.8507195562124252, "decode.d1.loss_dice": 1.2396520853042603, "decode.d2.loss_cls": 0.8397791236639023, "decode.d2.loss_mask": 0.8738692998886108, "decode.d2.loss_dice": 1.2178838938474654, "decode.d3.loss_cls": 0.8396182745695114, "decode.d3.loss_mask": 0.865967434644699, "decode.d3.loss_dice": 1.1866669476032257, "decode.d4.loss_cls": 0.8490192502737045, "decode.d4.loss_mask": 0.8673346549272537, "decode.d4.loss_dice": 1.219850453734398, "decode.d5.loss_cls": 0.8351632982492447, "decode.d5.loss_mask": 0.8498986065387726, "decode.d5.loss_dice": 1.177525582909584, "decode.d6.loss_cls": 0.8632700890302658, "decode.d6.loss_mask": 0.8378945171833039, "decode.d6.loss_dice": 1.1495276033878326, "decode.d7.loss_cls": 0.8604161769151688, "decode.d7.loss_mask": 0.8555813938379287, "decode.d7.loss_dice": 1.1538282662630082, "decode.d8.loss_cls": 0.8447080045938492, "decode.d8.loss_mask": 0.8419185280799866, "decode.d8.loss_dice": 1.1538172483444213, "time": 0.5297592639923095, "memory": 7206, "step": 21050}
{"lr": 8.804941597837494e-06, "data_time": 0.009332370758056641, "grad_norm": 92.77888259887695, "loss": 32.391997528076175, "decode.loss_cls": 1.0695281684398652, "decode.loss_mask": 0.795119333267212, "decode.loss_dice": 1.1825173377990723, "decode.d0.loss_cls": 2.5924314856529236, "decode.d0.loss_mask": 0.8251120239496231, "decode.d0.loss_dice": 1.3811683416366578, "decode.d1.loss_cls": 1.143228018283844, "decode.d1.loss_mask": 0.8290814399719239, "decode.d1.loss_dice": 1.3294749021530152, "decode.d2.loss_cls": 1.0334546327590943, "decode.d2.loss_mask": 0.8210921585559845, "decode.d2.loss_dice": 1.239519602060318, "decode.d3.loss_cls": 1.0523669064044952, "decode.d3.loss_mask": 0.7973464339971542, "decode.d3.loss_dice": 1.1874948561191558, "decode.d4.loss_cls": 1.0159606039524078, "decode.d4.loss_mask": 0.7947357445955276, "decode.d4.loss_dice": 1.1777172684669495, "decode.d5.loss_cls": 1.0240097522735596, "decode.d5.loss_mask": 0.7853040903806686, "decode.d5.loss_dice": 1.1577346682548524, "decode.d6.loss_cls": 1.1169079899787904, "decode.d6.loss_mask": 0.7451301425695419, "decode.d6.loss_dice": 1.1628552198410034, "decode.d7.loss_cls": 1.1092280805110932, "decode.d7.loss_mask": 0.7558036565780639, "decode.d7.loss_dice": 1.1948885560035705, "decode.d8.loss_cls": 1.0549127101898192, "decode.d8.loss_mask": 0.8032453924417495, "decode.d8.loss_dice": 1.214628779888153, "time": 0.5528172016143799, "memory": 7198, "step": 21100}
{"lr": 8.802088973616641e-06, "data_time": 0.009439420700073243, "grad_norm": 89.66330032348633, "loss": 35.23606204986572, "decode.loss_cls": 1.0451306462287904, "decode.loss_mask": 0.8860969036817551, "decode.loss_dice": 1.3956424713134765, "decode.d0.loss_cls": 2.435594618320465, "decode.d0.loss_mask": 0.959015554189682, "decode.d0.loss_dice": 1.5773033440113067, "decode.d1.loss_cls": 1.2135115921497346, "decode.d1.loss_mask": 0.9280525892972946, "decode.d1.loss_dice": 1.4800059080123902, "decode.d2.loss_cls": 0.9893679916858673, "decode.d2.loss_mask": 0.9138114392757416, "decode.d2.loss_dice": 1.4396854221820832, "decode.d3.loss_cls": 1.0434326887130738, "decode.d3.loss_mask": 0.9295757055282593, "decode.d3.loss_dice": 1.4188945055007935, "decode.d4.loss_cls": 1.0410013973712922, "decode.d4.loss_mask": 0.9150703012943268, "decode.d4.loss_dice": 1.4077609419822692, "decode.d5.loss_cls": 1.0798762083053588, "decode.d5.loss_mask": 0.873877865076065, "decode.d5.loss_dice": 1.3758861064910888, "decode.d6.loss_cls": 1.083515265583992, "decode.d6.loss_mask": 0.8507745295763016, "decode.d6.loss_dice": 1.3689821064472198, "decode.d7.loss_cls": 1.0388754904270172, "decode.d7.loss_mask": 0.8784406304359436, "decode.d7.loss_dice": 1.3933264374732972, "decode.d8.loss_cls": 1.0134810268878938, "decode.d8.loss_mask": 0.8793477922677994, "decode.d8.loss_dice": 1.3807242393493653, "time": 0.5271865606307984, "memory": 7194, "step": 21150}
{"lr": 8.7992362466707e-06, "data_time": 0.009510684013366699, "grad_norm": 90.84119606018066, "loss": 29.6931510925293, "decode.loss_cls": 1.022046336531639, "decode.loss_mask": 0.634753143787384, "decode.loss_dice": 1.0803849041461944, "decode.d0.loss_cls": 2.5486657500267027, "decode.d0.loss_mask": 0.7053417384624481, "decode.d0.loss_dice": 1.2443352937698364, "decode.d1.loss_cls": 1.209261816740036, "decode.d1.loss_mask": 0.6607349783182144, "decode.d1.loss_dice": 1.172985178232193, "decode.d2.loss_cls": 1.1323908478021623, "decode.d2.loss_mask": 0.629490515589714, "decode.d2.loss_dice": 1.1384817481040954, "decode.d3.loss_cls": 1.088045161962509, "decode.d3.loss_mask": 0.6157070398330688, "decode.d3.loss_dice": 1.1121398150920867, "decode.d4.loss_cls": 0.9773061305284501, "decode.d4.loss_mask": 0.6309695035219193, "decode.d4.loss_dice": 1.126177978515625, "decode.d5.loss_cls": 0.9360227853059768, "decode.d5.loss_mask": 0.6576879173517227, "decode.d5.loss_dice": 1.1172918915748595, "decode.d6.loss_cls": 0.9539233654737472, "decode.d6.loss_mask": 0.6224917858839035, "decode.d6.loss_dice": 1.1055614709854127, "decode.d7.loss_cls": 1.0579989075660705, "decode.d7.loss_mask": 0.6318254411220551, "decode.d7.loss_dice": 1.1223369300365449, "decode.d8.loss_cls": 1.0517755657434464, "decode.d8.loss_mask": 0.6273574441671371, "decode.d8.loss_dice": 1.0796587765216827, "time": 0.5300419569015503, "memory": 7195, "step": 21200}
{"lr": 8.796383416958981e-06, "data_time": 0.009409570693969726, "grad_norm": 102.12274856567383, "loss": 32.67703361511231, "decode.loss_cls": 1.0578314781188964, "decode.loss_mask": 0.8670036271214485, "decode.loss_dice": 1.1184082746505737, "decode.d0.loss_cls": 2.4000044107437133, "decode.d0.loss_mask": 0.9447272405028343, "decode.d0.loss_dice": 1.3134048908948899, "decode.d1.loss_cls": 1.0948594450950622, "decode.d1.loss_mask": 0.9576036304235458, "decode.d1.loss_dice": 1.2213570684194566, "decode.d2.loss_cls": 1.1453652858734131, "decode.d2.loss_mask": 0.8713302373886108, "decode.d2.loss_dice": 1.126651230454445, "decode.d3.loss_cls": 1.0941505134105682, "decode.d3.loss_mask": 0.9001131609082222, "decode.d3.loss_dice": 1.117608742415905, "decode.d4.loss_cls": 1.0891602247953416, "decode.d4.loss_mask": 0.8811572849750519, "decode.d4.loss_dice": 1.1237026780843735, "decode.d5.loss_cls": 1.1252929896116257, "decode.d5.loss_mask": 0.8711757630109787, "decode.d5.loss_dice": 1.1284387946128844, "decode.d6.loss_cls": 1.080251470208168, "decode.d6.loss_mask": 0.8774600625038147, "decode.d6.loss_dice": 1.1382288858294487, "decode.d7.loss_cls": 1.095402753353119, "decode.d7.loss_mask": 0.8768839746713638, "decode.d7.loss_dice": 1.1337172582745552, "decode.d8.loss_cls": 1.0477335751056671, "decode.d8.loss_mask": 0.8587322667241096, "decode.d8.loss_dice": 1.11927737146616, "time": 0.5294630050659179, "memory": 7235, "step": 21250}
{"lr": 8.793530484440731e-06, "data_time": 0.009434127807617187, "grad_norm": 88.83311309814454, "loss": 29.41347770690918, "decode.loss_cls": 0.9900112897157669, "decode.loss_mask": 0.6541877090930939, "decode.loss_dice": 1.034764963388443, "decode.d0.loss_cls": 2.4983362197875976, "decode.d0.loss_mask": 0.740593683719635, "decode.d0.loss_dice": 1.233872652053833, "decode.d1.loss_cls": 1.1475563526153565, "decode.d1.loss_mask": 0.6915996760129929, "decode.d1.loss_dice": 1.149157738685608, "decode.d2.loss_cls": 1.051549991965294, "decode.d2.loss_mask": 0.6499815374612808, "decode.d2.loss_dice": 1.0712029874324798, "decode.d3.loss_cls": 1.1287901043891906, "decode.d3.loss_mask": 0.6603301584720611, "decode.d3.loss_dice": 1.0321052849292756, "decode.d4.loss_cls": 1.032948797941208, "decode.d4.loss_mask": 0.6642287850379944, "decode.d4.loss_dice": 1.0696752190589904, "decode.d5.loss_cls": 0.9838114261627198, "decode.d5.loss_mask": 0.6617393046617508, "decode.d5.loss_dice": 1.0453576892614365, "decode.d6.loss_cls": 1.07248575091362, "decode.d6.loss_mask": 0.64459408223629, "decode.d6.loss_dice": 1.05135840177536, "decode.d7.loss_cls": 1.0702289670705796, "decode.d7.loss_mask": 0.6507852643728256, "decode.d7.loss_dice": 1.0366966545581817, "decode.d8.loss_cls": 1.0304607063531876, "decode.d8.loss_mask": 0.6393472164869308, "decode.d8.loss_dice": 1.0257203698158264, "time": 0.552326250076294, "memory": 7195, "step": 21300}
{"lr": 8.790677449075179e-06, "data_time": 0.00948033332824707, "grad_norm": 96.9939094543457, "loss": 30.036425590515137, "decode.loss_cls": 0.9006010621786118, "decode.loss_mask": 0.7747891426086426, "decode.loss_dice": 1.0565319627523422, "decode.d0.loss_cls": 2.4701181054115295, "decode.d0.loss_mask": 0.8107258528470993, "decode.d0.loss_dice": 1.1835589855909348, "decode.d1.loss_cls": 1.1739964246749879, "decode.d1.loss_mask": 0.8536766290664672, "decode.d1.loss_dice": 1.1655660808086394, "decode.d2.loss_cls": 0.9933535754680634, "decode.d2.loss_mask": 0.7894859254360199, "decode.d2.loss_dice": 1.0891446888446807, "decode.d3.loss_cls": 0.9372414350509644, "decode.d3.loss_mask": 0.7742445230484009, "decode.d3.loss_dice": 1.06082843542099, "decode.d4.loss_cls": 0.939188152551651, "decode.d4.loss_mask": 0.7839688897132874, "decode.d4.loss_dice": 1.0785132706165315, "decode.d5.loss_cls": 1.0001451581716538, "decode.d5.loss_mask": 0.7649235188961029, "decode.d5.loss_dice": 1.064807543158531, "decode.d6.loss_cls": 0.9436484634876251, "decode.d6.loss_mask": 0.7765406370162964, "decode.d6.loss_dice": 1.0617305785417557, "decode.d7.loss_cls": 0.9740000367164612, "decode.d7.loss_mask": 0.7693655967712403, "decode.d7.loss_dice": 1.0971849322319032, "decode.d8.loss_cls": 0.8937260806560516, "decode.d8.loss_mask": 0.784319943189621, "decode.d8.loss_dice": 1.0704998046159744, "time": 0.5288856983184814, "memory": 7245, "step": 21350}
{"lr": 8.787824310821525e-06, "data_time": 0.009439373016357422, "grad_norm": 96.61169967651367, "loss": 33.81414737701416, "decode.loss_cls": 1.1870703905820847, "decode.loss_mask": 0.8110332936048508, "decode.loss_dice": 1.1515729188919068, "decode.d0.loss_cls": 2.58419816493988, "decode.d0.loss_mask": 0.8663821160793305, "decode.d0.loss_dice": 1.3840672194957733, "decode.d1.loss_cls": 1.4609695553779602, "decode.d1.loss_mask": 0.7799972891807556, "decode.d1.loss_dice": 1.2238378554582596, "decode.d2.loss_cls": 1.3324864596128463, "decode.d2.loss_mask": 0.7862039655447006, "decode.d2.loss_dice": 1.200355476140976, "decode.d3.loss_cls": 1.3242636978626252, "decode.d3.loss_mask": 0.7446789860725402, "decode.d3.loss_dice": 1.1494740933179854, "decode.d4.loss_cls": 1.2941402226686478, "decode.d4.loss_mask": 0.7417182415723801, "decode.d4.loss_dice": 1.1595607966184616, "decode.d5.loss_cls": 1.193941481411457, "decode.d5.loss_mask": 0.7852584511041641, "decode.d5.loss_dice": 1.164901888370514, "decode.d6.loss_cls": 1.209964320063591, "decode.d6.loss_mask": 0.7927974581718444, "decode.d6.loss_dice": 1.1421108350157738, "decode.d7.loss_cls": 1.2164154306054116, "decode.d7.loss_mask": 0.7944548785686493, "decode.d7.loss_dice": 1.1365111887454986, "decode.d8.loss_cls": 1.2251027837395667, "decode.d8.loss_mask": 0.8184786379337311, "decode.d8.loss_dice": 1.15220006108284, "time": 0.5545353174209595, "memory": 7227, "step": 21400}
{"lr": 8.784971069638955e-06, "data_time": 0.00943915843963623, "grad_norm": 87.66178321838379, "loss": 33.90805435180664, "decode.loss_cls": 1.0830660045146943, "decode.loss_mask": 0.6872639179229736, "decode.loss_dice": 1.315243524312973, "decode.d0.loss_cls": 2.68864449262619, "decode.d0.loss_mask": 0.747892165184021, "decode.d0.loss_dice": 1.5408756643533708, "decode.d1.loss_cls": 1.3704221367835998, "decode.d1.loss_mask": 0.6801714688539505, "decode.d1.loss_dice": 1.4913981407880783, "decode.d2.loss_cls": 1.3081792771816254, "decode.d2.loss_mask": 0.6876833498477936, "decode.d2.loss_dice": 1.3834933400154115, "decode.d3.loss_cls": 1.2002186059951783, "decode.d3.loss_mask": 0.6790774315595627, "decode.d3.loss_dice": 1.330668243765831, "decode.d4.loss_cls": 1.2022953450679779, "decode.d4.loss_mask": 0.7117352366447449, "decode.d4.loss_dice": 1.3339632511138917, "decode.d5.loss_cls": 1.156540471315384, "decode.d5.loss_mask": 0.7010236024856568, "decode.d5.loss_dice": 1.3251976549625397, "decode.d6.loss_cls": 1.1138017535209657, "decode.d6.loss_mask": 0.6890515625476837, "decode.d6.loss_dice": 1.2880175828933715, "decode.d7.loss_cls": 1.1015237033367158, "decode.d7.loss_mask": 0.6853902816772461, "decode.d7.loss_dice": 1.3022726595401763, "decode.d8.loss_cls": 1.1414423048496247, "decode.d8.loss_mask": 0.6736760765314103, "decode.d8.loss_dice": 1.2878246784210206, "time": 0.52990882396698, "memory": 7300, "step": 21450}
{"lr": 8.782117725486592e-06, "data_time": 0.009402060508728027, "grad_norm": 89.33102416992188, "loss": 28.248930358886717, "decode.loss_cls": 1.0191829293966292, "decode.loss_mask": 0.7933540478348732, "decode.loss_dice": 0.825613871216774, "decode.d0.loss_cls": 2.287252366542816, "decode.d0.loss_mask": 0.7856519266963005, "decode.d0.loss_dice": 1.023715689778328, "decode.d1.loss_cls": 1.1248633354902267, "decode.d1.loss_mask": 0.8006127431988717, "decode.d1.loss_dice": 0.9301594138145447, "decode.d2.loss_cls": 1.0906608879566193, "decode.d2.loss_mask": 0.7434441149234772, "decode.d2.loss_dice": 0.8604741036891937, "decode.d3.loss_cls": 1.0427596867084503, "decode.d3.loss_mask": 0.7760939568281173, "decode.d3.loss_dice": 0.8456563740968704, "decode.d4.loss_cls": 1.0251977562904357, "decode.d4.loss_mask": 0.7641303390264511, "decode.d4.loss_dice": 0.8200558155775071, "decode.d5.loss_cls": 1.0232909306883813, "decode.d5.loss_mask": 0.819631153345108, "decode.d5.loss_dice": 0.8513130307197571, "decode.d6.loss_cls": 0.9662861302495003, "decode.d6.loss_mask": 0.7942767634987831, "decode.d6.loss_dice": 0.8343174055218696, "decode.d7.loss_cls": 1.0125239849090577, "decode.d7.loss_mask": 0.7726583063602448, "decode.d7.loss_dice": 0.8574627250432968, "decode.d8.loss_cls": 1.0799280270934104, "decode.d8.loss_mask": 0.8534119531512261, "decode.d8.loss_dice": 0.8249507874250412, "time": 0.5281567335128784, "memory": 7212, "step": 21500}
{"lr": 8.779264278323552e-06, "data_time": 0.00927736759185791, "grad_norm": 86.11493606567383, "loss": 26.757154846191405, "decode.loss_cls": 0.6459604248404502, "decode.loss_mask": 0.7670340418815613, "decode.loss_dice": 1.0339049339294433, "decode.d0.loss_cls": 2.1536237001419067, "decode.d0.loss_mask": 0.8017621576786041, "decode.d0.loss_dice": 1.1549010127782822, "decode.d1.loss_cls": 0.8791202217340469, "decode.d1.loss_mask": 0.780255326628685, "decode.d1.loss_dice": 1.064081785082817, "decode.d2.loss_cls": 0.8075799822807312, "decode.d2.loss_mask": 0.7447045177221299, "decode.d2.loss_dice": 1.031256866455078, "decode.d3.loss_cls": 0.7166008055210114, "decode.d3.loss_mask": 0.7502772152423859, "decode.d3.loss_dice": 1.043711170554161, "decode.d4.loss_cls": 0.7656508058309555, "decode.d4.loss_mask": 0.7393614023923873, "decode.d4.loss_dice": 1.0212257236242295, "decode.d5.loss_cls": 0.6278617233037949, "decode.d5.loss_mask": 0.8014306396245956, "decode.d5.loss_dice": 1.0408264935016631, "decode.d6.loss_cls": 0.6523724228143692, "decode.d6.loss_mask": 0.7764017850160598, "decode.d6.loss_dice": 1.0303896248340607, "decode.d7.loss_cls": 0.6688325867056847, "decode.d7.loss_mask": 0.756249538064003, "decode.d7.loss_dice": 1.029212123155594, "decode.d8.loss_cls": 0.7078663557767868, "decode.d8.loss_mask": 0.7403293401002884, "decode.d8.loss_dice": 1.024370688199997, "time": 0.5294642448425293, "memory": 7231, "step": 21550}
{"lr": 8.776410728108917e-06, "data_time": 0.009492874145507812, "grad_norm": 89.39696960449218, "loss": 35.60203590393066, "decode.loss_cls": 1.0499570727348329, "decode.loss_mask": 0.9666523545980453, "decode.loss_dice": 1.2999876141548157, "decode.d0.loss_cls": 2.510729670524597, "decode.d0.loss_mask": 1.1159594863653184, "decode.d0.loss_dice": 1.5234005630016327, "decode.d1.loss_cls": 1.1892075300216676, "decode.d1.loss_mask": 0.9889823287725449, "decode.d1.loss_dice": 1.462945806980133, "decode.d2.loss_cls": 1.1145882070064546, "decode.d2.loss_mask": 0.9928116619586944, "decode.d2.loss_dice": 1.3997304558753967, "decode.d3.loss_cls": 1.064494761824608, "decode.d3.loss_mask": 0.9912192523479462, "decode.d3.loss_dice": 1.3081796586513519, "decode.d4.loss_cls": 1.068671354651451, "decode.d4.loss_mask": 0.9982910364866256, "decode.d4.loss_dice": 1.3201462209224701, "decode.d5.loss_cls": 1.0537790536880494, "decode.d5.loss_mask": 0.9631931781768799, "decode.d5.loss_dice": 1.301210218667984, "decode.d6.loss_cls": 1.0628943681716918, "decode.d6.loss_mask": 0.9595810532569885, "decode.d6.loss_dice": 1.2656940460205077, "decode.d7.loss_cls": 1.0554719001054764, "decode.d7.loss_mask": 0.9687479645013809, "decode.d7.loss_dice": 1.2897246122360229, "decode.d8.loss_cls": 1.018865230679512, "decode.d8.loss_mask": 0.9729858338832855, "decode.d8.loss_dice": 1.3239344120025636, "time": 0.5524670124053955, "memory": 7216, "step": 21600}
{"lr": 8.773557074801731e-06, "data_time": 0.009526658058166503, "grad_norm": 97.07126693725586, "loss": 33.26535224914551, "decode.loss_cls": 0.97796029150486, "decode.loss_mask": 0.7930226564407349, "decode.loss_dice": 1.3040904641151427, "decode.d0.loss_cls": 2.730751061439514, "decode.d0.loss_mask": 0.7996323585510254, "decode.d0.loss_dice": 1.5029963433742524, "decode.d1.loss_cls": 1.190377414226532, "decode.d1.loss_mask": 0.875779926776886, "decode.d1.loss_dice": 1.4524313867092133, "decode.d2.loss_cls": 1.0083867907524109, "decode.d2.loss_mask": 0.7920864164829254, "decode.d2.loss_dice": 1.3968391597270966, "decode.d3.loss_cls": 0.9783168643712997, "decode.d3.loss_mask": 0.7910612940788269, "decode.d3.loss_dice": 1.324748730659485, "decode.d4.loss_cls": 0.9693838030099868, "decode.d4.loss_mask": 0.815127381682396, "decode.d4.loss_dice": 1.3146296560764312, "decode.d5.loss_cls": 0.9010998666286468, "decode.d5.loss_mask": 0.8086687386035919, "decode.d5.loss_dice": 1.3799621790647507, "decode.d6.loss_cls": 0.9001147985458374, "decode.d6.loss_mask": 0.8045951306819916, "decode.d6.loss_dice": 1.3415525406599045, "decode.d7.loss_cls": 0.929115629196167, "decode.d7.loss_mask": 0.8099830120801925, "decode.d7.loss_dice": 1.3269828975200653, "decode.d8.loss_cls": 0.9151635348796845, "decode.d8.loss_mask": 0.7954301744699478, "decode.d8.loss_dice": 1.3350618064403534, "time": 0.5532646417617798, "memory": 7225, "step": 21650}
{"lr": 8.77070331836101e-06, "data_time": 0.009557533264160156, "grad_norm": 85.29842681884766, "loss": 32.24225950241089, "decode.loss_cls": 0.9076231181621551, "decode.loss_mask": 0.8575034737586975, "decode.loss_dice": 1.3427759945392608, "decode.d0.loss_cls": 2.265574812889099, "decode.d0.loss_mask": 0.8462509036064148, "decode.d0.loss_dice": 1.4917749762535095, "decode.d1.loss_cls": 0.9462948232889176, "decode.d1.loss_mask": 0.8626171171665191, "decode.d1.loss_dice": 1.467339664697647, "decode.d2.loss_cls": 0.8152410432696342, "decode.d2.loss_mask": 0.9023936122655869, "decode.d2.loss_dice": 1.3915096789598465, "decode.d3.loss_cls": 0.8863769516348838, "decode.d3.loss_mask": 0.8733407527208328, "decode.d3.loss_dice": 1.3079442590475083, "decode.d4.loss_cls": 0.8678400471806527, "decode.d4.loss_mask": 0.8484100550413132, "decode.d4.loss_dice": 1.332649439573288, "decode.d5.loss_cls": 0.7941581532359123, "decode.d5.loss_mask": 0.8113030046224594, "decode.d5.loss_dice": 1.2866768777370452, "decode.d6.loss_cls": 0.834683658182621, "decode.d6.loss_mask": 0.8435617864131928, "decode.d6.loss_dice": 1.3359674245119095, "decode.d7.loss_cls": 0.8678033202886581, "decode.d7.loss_mask": 0.852250623703003, "decode.d7.loss_dice": 1.3080788493156432, "decode.d8.loss_cls": 0.8759430915117263, "decode.d8.loss_mask": 0.8592176884412766, "decode.d8.loss_dice": 1.3591548830270768, "time": 0.5265337467193604, "memory": 7235, "step": 21700}
{"lr": 8.767849458745734e-06, "data_time": 0.009292054176330566, "grad_norm": 96.90150909423828, "loss": 32.6711519241333, "decode.loss_cls": 1.1812558978796006, "decode.loss_mask": 0.7373393476009369, "decode.loss_dice": 1.0669391393661498, "decode.d0.loss_cls": 2.773768448829651, "decode.d0.loss_mask": 0.8643409073352813, "decode.d0.loss_dice": 1.377027678489685, "decode.d1.loss_cls": 1.446641206741333, "decode.d1.loss_mask": 0.7903542965650558, "decode.d1.loss_dice": 1.258261102437973, "decode.d2.loss_cls": 1.2693634390830995, "decode.d2.loss_mask": 0.7844113796949387, "decode.d2.loss_dice": 1.138818049430847, "decode.d3.loss_cls": 1.23035826086998, "decode.d3.loss_mask": 0.7502921462059021, "decode.d3.loss_dice": 1.1016033172607422, "decode.d4.loss_cls": 1.164533194899559, "decode.d4.loss_mask": 0.7372591942548752, "decode.d4.loss_dice": 1.1128107726573944, "decode.d5.loss_cls": 1.1368037700653075, "decode.d5.loss_mask": 0.7540707647800445, "decode.d5.loss_dice": 1.081267273426056, "decode.d6.loss_cls": 1.1087096065282822, "decode.d6.loss_mask": 0.752865481376648, "decode.d6.loss_dice": 1.0522806644439697, "decode.d7.loss_cls": 1.2379025518894196, "decode.d7.loss_mask": 0.7409690529108047, "decode.d7.loss_dice": 1.0304903030395507, "decode.d8.loss_cls": 1.1793918639421463, "decode.d8.loss_mask": 0.7409259259700776, "decode.d8.loss_dice": 1.0700964391231538, "time": 0.5273224830627441, "memory": 7195, "step": 21750}
{"lr": 8.764995495914868e-06, "data_time": 0.009385347366333008, "grad_norm": 83.41845703125, "loss": 26.979632759094237, "decode.loss_cls": 0.7817440181970596, "decode.loss_mask": 0.6193099111318588, "decode.loss_dice": 1.1179589688777924, "decode.d0.loss_cls": 2.321095824241638, "decode.d0.loss_mask": 0.6687214076519012, "decode.d0.loss_dice": 1.2303202331066132, "decode.d1.loss_cls": 1.0527954608201981, "decode.d1.loss_mask": 0.6158032238483429, "decode.d1.loss_dice": 1.1316926062107087, "decode.d2.loss_cls": 0.8595929801464081, "decode.d2.loss_mask": 0.5997242569923401, "decode.d2.loss_dice": 1.106656414270401, "decode.d3.loss_cls": 0.8199154555797576, "decode.d3.loss_mask": 0.6121001034975052, "decode.d3.loss_dice": 1.0933213353157043, "decode.d4.loss_cls": 0.8192597270011902, "decode.d4.loss_mask": 0.6030233412981033, "decode.d4.loss_dice": 1.0967619001865387, "decode.d5.loss_cls": 0.7388334184885025, "decode.d5.loss_mask": 0.6165254056453705, "decode.d5.loss_dice": 1.0991008311510087, "decode.d6.loss_cls": 0.8050693720579147, "decode.d6.loss_mask": 0.6027645021677017, "decode.d6.loss_dice": 1.0998364388942719, "decode.d7.loss_cls": 0.7103496283292771, "decode.d7.loss_mask": 0.6134710371494293, "decode.d7.loss_dice": 1.1001132816076278, "decode.d8.loss_cls": 0.7007493227720261, "decode.d8.loss_mask": 0.6187528848648072, "decode.d8.loss_dice": 1.1242713987827302, "time": 0.5275562524795532, "memory": 7233, "step": 21800}
{"lr": 8.762141429827319e-06, "data_time": 0.009498190879821778, "grad_norm": 94.37351455688477, "loss": 36.785506343841554, "decode.loss_cls": 1.0510433971881867, "decode.loss_mask": 0.7782061338424683, "decode.loss_dice": 1.4804375514388084, "decode.d0.loss_cls": 2.8880792438983915, "decode.d0.loss_mask": 0.8651390045881271, "decode.d0.loss_dice": 1.8402644962072372, "decode.d1.loss_cls": 1.4014010727405548, "decode.d1.loss_mask": 0.8287213146686554, "decode.d1.loss_dice": 1.688003022968769, "decode.d2.loss_cls": 1.2418336480855943, "decode.d2.loss_mask": 0.8086195319890976, "decode.d2.loss_dice": 1.6008771255612373, "decode.d3.loss_cls": 1.10443913936615, "decode.d3.loss_mask": 0.7848798155784606, "decode.d3.loss_dice": 1.529712015390396, "decode.d4.loss_cls": 1.1364707365632056, "decode.d4.loss_mask": 0.8056456536054611, "decode.d4.loss_dice": 1.5571776017546655, "decode.d5.loss_cls": 1.0802503302693367, "decode.d5.loss_mask": 0.798142808675766, "decode.d5.loss_dice": 1.519318661093712, "decode.d6.loss_cls": 1.1009686678647994, "decode.d6.loss_mask": 0.7601213365793228, "decode.d6.loss_dice": 1.4682527974247932, "decode.d7.loss_cls": 1.0795318230986595, "decode.d7.loss_mask": 0.7716432601213455, "decode.d7.loss_dice": 1.5177925735712052, "decode.d8.loss_cls": 1.0367450967431069, "decode.d8.loss_mask": 0.7638747900724411, "decode.d8.loss_dice": 1.4979128628969192, "time": 0.5536862850189209, "memory": 7240, "step": 21850}
{"lr": 8.759287260441991e-06, "data_time": 0.00946044921875, "grad_norm": 93.84129638671875, "loss": 26.93450689315796, "decode.loss_cls": 0.7761704117059708, "decode.loss_mask": 0.7125343084335327, "decode.loss_dice": 0.9721255302429199, "decode.d0.loss_cls": 2.3952613472938538, "decode.d0.loss_mask": 0.7596046090126037, "decode.d0.loss_dice": 1.1193291127681733, "decode.d1.loss_cls": 0.9320026785135269, "decode.d1.loss_mask": 0.7391265153884887, "decode.d1.loss_dice": 0.9962646454572678, "decode.d2.loss_cls": 0.8769717246294022, "decode.d2.loss_mask": 0.7136805325746536, "decode.d2.loss_dice": 0.9980099707841873, "decode.d3.loss_cls": 0.839558583498001, "decode.d3.loss_mask": 0.7135700643062591, "decode.d3.loss_dice": 0.9732389092445374, "decode.d4.loss_cls": 0.8227891772985458, "decode.d4.loss_mask": 0.7131240218877792, "decode.d4.loss_dice": 0.948281341791153, "decode.d5.loss_cls": 0.8248923271894455, "decode.d5.loss_mask": 0.707786563038826, "decode.d5.loss_dice": 0.9522940367460251, "decode.d6.loss_cls": 0.7706904619932174, "decode.d6.loss_mask": 0.7279007643461227, "decode.d6.loss_dice": 0.9825015038251876, "decode.d7.loss_cls": 0.7589456647634506, "decode.d7.loss_mask": 0.7259745448827744, "decode.d7.loss_dice": 0.9703645199537277, "decode.d8.loss_cls": 0.80535187125206, "decode.d8.loss_mask": 0.7271935492753983, "decode.d8.loss_dice": 0.9789672046899796, "time": 0.5310647249221802, "memory": 7187, "step": 21900}
{"lr": 8.756432987717734e-06, "data_time": 0.009498238563537598, "grad_norm": 86.9246726989746, "loss": 36.21188268661499, "decode.loss_cls": 1.278037440776825, "decode.loss_mask": 0.8395046800374985, "decode.loss_dice": 1.2610450655221939, "decode.d0.loss_cls": 2.596384656429291, "decode.d0.loss_mask": 0.9145570248365402, "decode.d0.loss_dice": 1.4926763087511064, "decode.d1.loss_cls": 1.4023369073867797, "decode.d1.loss_mask": 0.9426205903291702, "decode.d1.loss_dice": 1.3990804880857468, "decode.d2.loss_cls": 1.4364226400852202, "decode.d2.loss_mask": 0.8540387868881225, "decode.d2.loss_dice": 1.3338430017232894, "decode.d3.loss_cls": 1.3118000090122224, "decode.d3.loss_mask": 0.8564507558941841, "decode.d3.loss_dice": 1.2949620813131333, "decode.d4.loss_cls": 1.2524184942245484, "decode.d4.loss_mask": 0.8616825133562088, "decode.d4.loss_dice": 1.3057112783193587, "decode.d5.loss_cls": 1.2572824716567994, "decode.d5.loss_mask": 0.8567193359136581, "decode.d5.loss_dice": 1.2751164197921754, "decode.d6.loss_cls": 1.2998935639858247, "decode.d6.loss_mask": 0.847899729013443, "decode.d6.loss_dice": 1.2389860957860948, "decode.d7.loss_cls": 1.3095398545265198, "decode.d7.loss_mask": 0.8284082353115082, "decode.d7.loss_dice": 1.2397162348031998, "decode.d8.loss_cls": 1.2687959551811219, "decode.d8.loss_mask": 0.8611929208040238, "decode.d8.loss_dice": 1.2947585999965667, "time": 0.5546761751174927, "memory": 7192, "step": 21950}
{"lr": 8.753578611613384e-06, "data_time": 0.00941321849822998, "grad_norm": 86.46689643859864, "loss": 29.75644721984863, "decode.loss_cls": 0.9859239727258682, "decode.loss_mask": 0.7878746658563613, "decode.loss_dice": 1.027080422639847, "decode.d0.loss_cls": 2.2988336801528932, "decode.d0.loss_mask": 0.8153431832790374, "decode.d0.loss_dice": 1.2326499104499817, "decode.d1.loss_cls": 1.1303434550762177, "decode.d1.loss_mask": 0.7406492859125138, "decode.d1.loss_dice": 1.120227611064911, "decode.d2.loss_cls": 1.0201852411031722, "decode.d2.loss_mask": 0.7831762552261352, "decode.d2.loss_dice": 1.0637519001960754, "decode.d3.loss_cls": 0.9687385767698288, "decode.d3.loss_mask": 0.7636216163635254, "decode.d3.loss_dice": 1.0168170630931854, "decode.d4.loss_cls": 0.9596524506807327, "decode.d4.loss_mask": 0.7547102272510529, "decode.d4.loss_dice": 0.9886905014514923, "decode.d5.loss_cls": 1.015488713979721, "decode.d5.loss_mask": 0.778846389055252, "decode.d5.loss_dice": 1.0404100924730302, "decode.d6.loss_cls": 0.9768885225057602, "decode.d6.loss_mask": 0.7889925897121429, "decode.d6.loss_dice": 1.038892960548401, "decode.d7.loss_cls": 1.0118483483791352, "decode.d7.loss_mask": 0.7925941944122314, "decode.d7.loss_dice": 1.058717781305313, "decode.d8.loss_cls": 0.9684463024139405, "decode.d8.loss_mask": 0.7819851726293564, "decode.d8.loss_dice": 1.0450661122798919, "time": 0.5300172090530395, "memory": 7255, "step": 22000}
{"lr": 8.750724132087724e-06, "data_time": 0.009203290939331055, "grad_norm": 88.94237899780273, "loss": 27.122669219970703, "decode.loss_cls": 0.878232154250145, "decode.loss_mask": 0.5606531500816345, "decode.loss_dice": 1.0292071461677552, "decode.d0.loss_cls": 2.374214994907379, "decode.d0.loss_mask": 0.6204023241996766, "decode.d0.loss_dice": 1.2430341958999633, "decode.d1.loss_cls": 1.044457745552063, "decode.d1.loss_mask": 0.6200712561607361, "decode.d1.loss_dice": 1.1182506442070008, "decode.d2.loss_cls": 1.0397253930568695, "decode.d2.loss_mask": 0.5808632910251618, "decode.d2.loss_dice": 1.0735083550214768, "decode.d3.loss_cls": 0.9306888848543167, "decode.d3.loss_mask": 0.5571943312883377, "decode.d3.loss_dice": 1.0429288446903229, "decode.d4.loss_cls": 0.935269033908844, "decode.d4.loss_mask": 0.5670470386743546, "decode.d4.loss_dice": 1.0344617068767548, "decode.d5.loss_cls": 0.9183285981416702, "decode.d5.loss_mask": 0.5675996482372284, "decode.d5.loss_dice": 1.0357874870300292, "decode.d6.loss_cls": 0.8799416303634644, "decode.d6.loss_mask": 0.5609576433897019, "decode.d6.loss_dice": 1.016363263130188, "decode.d7.loss_cls": 0.8704772382974625, "decode.d7.loss_mask": 0.5637883901596069, "decode.d7.loss_dice": 1.0186424493789672, "decode.d8.loss_cls": 0.8348144114017486, "decode.d8.loss_mask": 0.56224125623703, "decode.d8.loss_dice": 1.0435175329446793, "time": 0.5283477067947387, "memory": 7236, "step": 22050}
{"lr": 8.747869549099528e-06, "data_time": 0.00935657024383545, "grad_norm": 84.29530792236328, "loss": 28.978959941864012, "decode.loss_cls": 0.8703192353248597, "decode.loss_mask": 0.76585593521595, "decode.loss_dice": 0.9811245262622833, "decode.d0.loss_cls": 2.656616044044495, "decode.d0.loss_mask": 0.7951180964708329, "decode.d0.loss_dice": 1.09020793735981, "decode.d1.loss_cls": 1.0962401270866393, "decode.d1.loss_mask": 0.8171736106276513, "decode.d1.loss_dice": 1.0924346566200256, "decode.d2.loss_cls": 0.9287259340286255, "decode.d2.loss_mask": 0.7967630669474601, "decode.d2.loss_dice": 1.0538253992795945, "decode.d3.loss_cls": 0.9256967037916184, "decode.d3.loss_mask": 0.7384149372577667, "decode.d3.loss_dice": 0.9932181403040886, "decode.d4.loss_cls": 0.93440161049366, "decode.d4.loss_mask": 0.7674554646015167, "decode.d4.loss_dice": 0.9872273325920105, "decode.d5.loss_cls": 0.9856322646141052, "decode.d5.loss_mask": 0.7536498516798019, "decode.d5.loss_dice": 0.9801323667168618, "decode.d6.loss_cls": 0.8837578177452088, "decode.d6.loss_mask": 0.790933720767498, "decode.d6.loss_dice": 0.9877126768231392, "decode.d7.loss_cls": 0.9121745198965072, "decode.d7.loss_mask": 0.7646866738796234, "decode.d7.loss_dice": 0.96859510242939, "decode.d8.loss_cls": 0.8909591376781464, "decode.d8.loss_mask": 0.7830098435282707, "decode.d8.loss_dice": 0.9868968784809112, "time": 0.5270113706588745, "memory": 7231, "step": 22100}
{"lr": 8.745014862607542e-06, "data_time": 0.009465742111206054, "grad_norm": 92.50843048095703, "loss": 27.860534763336183, "decode.loss_cls": 0.9521329157054425, "decode.loss_mask": 0.6841070204973221, "decode.loss_dice": 0.9039928287267684, "decode.d0.loss_cls": 2.4342172384262084, "decode.d0.loss_mask": 0.7007137626409531, "decode.d0.loss_dice": 1.0541412889957429, "decode.d1.loss_cls": 1.2155042588710785, "decode.d1.loss_mask": 0.7296073377132416, "decode.d1.loss_dice": 0.9958785116672516, "decode.d2.loss_cls": 1.0674175307154656, "decode.d2.loss_mask": 0.6769671440124512, "decode.d2.loss_dice": 0.9281025409698487, "decode.d3.loss_cls": 1.0649801075458527, "decode.d3.loss_mask": 0.6589185446500778, "decode.d3.loss_dice": 0.9250965654850006, "decode.d4.loss_cls": 1.0274744585156441, "decode.d4.loss_mask": 0.6872742652893067, "decode.d4.loss_dice": 0.9218869209289551, "decode.d5.loss_cls": 0.9458619400858879, "decode.d5.loss_mask": 0.6730614870786666, "decode.d5.loss_dice": 0.9111065357923508, "decode.d6.loss_cls": 1.0002141699194909, "decode.d6.loss_mask": 0.6938077628612518, "decode.d6.loss_dice": 0.9084522724151611, "decode.d7.loss_cls": 0.9422532670199871, "decode.d7.loss_mask": 0.7127160549163818, "decode.d7.loss_dice": 0.9075078189373016, "decode.d8.loss_cls": 0.9398095868527889, "decode.d8.loss_mask": 0.6687371611595154, "decode.d8.loss_dice": 0.9285941839218139, "time": 0.5276038169860839, "memory": 7208, "step": 22150}
{"lr": 8.742160072570454e-06, "data_time": 0.009482145309448242, "grad_norm": 87.98355865478516, "loss": 33.78906784057617, "decode.loss_cls": 0.969032210111618, "decode.loss_mask": 0.7254501551389694, "decode.loss_dice": 1.4279479444026948, "decode.d0.loss_cls": 2.5185981512069704, "decode.d0.loss_mask": 0.8208844289183617, "decode.d0.loss_dice": 1.6656082272529602, "decode.d1.loss_cls": 1.1166491150856017, "decode.d1.loss_mask": 0.7920565083622932, "decode.d1.loss_dice": 1.5072084426879884, "decode.d2.loss_cls": 1.0120937049388885, "decode.d2.loss_mask": 0.794014909863472, "decode.d2.loss_dice": 1.4916923463344574, "decode.d3.loss_cls": 0.9686854541301727, "decode.d3.loss_mask": 0.742974902689457, "decode.d3.loss_dice": 1.444902777671814, "decode.d4.loss_cls": 0.9573087155818939, "decode.d4.loss_mask": 0.7489560544490814, "decode.d4.loss_dice": 1.430430144071579, "decode.d5.loss_cls": 1.0308483839035034, "decode.d5.loss_mask": 0.7520015671849251, "decode.d5.loss_dice": 1.4354777663946152, "decode.d6.loss_cls": 0.9992645502090454, "decode.d6.loss_mask": 0.7545183464884758, "decode.d6.loss_dice": 1.4049717903137207, "decode.d7.loss_cls": 1.019037652015686, "decode.d7.loss_mask": 0.7526788651943207, "decode.d7.loss_dice": 1.3971718370914459, "decode.d8.loss_cls": 0.9569000720977783, "decode.d8.loss_mask": 0.7372537568211556, "decode.d8.loss_dice": 1.4144494712352753, "time": 0.5264194726943969, "memory": 7195, "step": 22200}
{"lr": 8.739305178946938e-06, "data_time": 0.009305405616760253, "grad_norm": 88.97472686767578, "loss": 39.094093322753906, "decode.loss_cls": 1.1624827176332473, "decode.loss_mask": 1.0747057497501373, "decode.loss_dice": 1.3976642966270447, "decode.d0.loss_cls": 2.6499282479286195, "decode.d0.loss_mask": 1.0949449062347412, "decode.d0.loss_dice": 1.6279224276542663, "decode.d1.loss_cls": 1.3779543697834016, "decode.d1.loss_mask": 1.0855044066905974, "decode.d1.loss_dice": 1.5456976115703582, "decode.d2.loss_cls": 1.3328831255435944, "decode.d2.loss_mask": 1.1339190304279327, "decode.d2.loss_dice": 1.4696040391921996, "decode.d3.loss_cls": 1.2121278405189515, "decode.d3.loss_mask": 1.087682807445526, "decode.d3.loss_dice": 1.4357133507728577, "decode.d4.loss_cls": 1.2889914333820343, "decode.d4.loss_mask": 1.0409912765026093, "decode.d4.loss_dice": 1.40235955119133, "decode.d5.loss_cls": 1.1780798107385635, "decode.d5.loss_mask": 1.0685306370258332, "decode.d5.loss_dice": 1.4363299250602721, "decode.d6.loss_cls": 1.192677879333496, "decode.d6.loss_mask": 1.0587908506393433, "decode.d6.loss_dice": 1.4017323672771453, "decode.d7.loss_cls": 1.209460574388504, "decode.d7.loss_mask": 1.0754916667938232, "decode.d7.loss_dice": 1.4175068140029907, "decode.d8.loss_cls": 1.1323586493730544, "decode.d8.loss_mask": 1.0761383831501008, "decode.d8.loss_dice": 1.4259190320968629, "time": 0.5267744064331055, "memory": 7233, "step": 22250}
{"lr": 8.736450181695647e-06, "data_time": 0.009055089950561524, "grad_norm": 89.9949722290039, "loss": 34.10631694793701, "decode.loss_cls": 1.2275644361972808, "decode.loss_mask": 0.728819590806961, "decode.loss_dice": 1.2521417677402495, "decode.d0.loss_cls": 2.6923482775688172, "decode.d0.loss_mask": 0.8476485222578048, "decode.d0.loss_dice": 1.4400408923625947, "decode.d1.loss_cls": 1.332991999387741, "decode.d1.loss_mask": 0.7304327964782715, "decode.d1.loss_dice": 1.3120593011379242, "decode.d2.loss_cls": 1.2365753710269929, "decode.d2.loss_mask": 0.7253241926431656, "decode.d2.loss_dice": 1.2568960726261138, "decode.d3.loss_cls": 1.2213182210922242, "decode.d3.loss_mask": 0.7418849527835846, "decode.d3.loss_dice": 1.2381889879703523, "decode.d4.loss_cls": 1.2545876562595368, "decode.d4.loss_mask": 0.7329688489437103, "decode.d4.loss_dice": 1.2297473847866058, "decode.d5.loss_cls": 1.2727835178375244, "decode.d5.loss_mask": 0.729922479391098, "decode.d5.loss_dice": 1.2337443470954894, "decode.d6.loss_cls": 1.2439638912677764, "decode.d6.loss_mask": 0.737440338730812, "decode.d6.loss_dice": 1.2217264354228974, "decode.d7.loss_cls": 1.2507342517375946, "decode.d7.loss_mask": 0.7499638855457306, "decode.d7.loss_dice": 1.2453425705432892, "decode.d8.loss_cls": 1.2744390845298768, "decode.d8.loss_mask": 0.7227300703525543, "decode.d8.loss_dice": 1.2219867050647735, "time": 0.5283429145812988, "memory": 7214, "step": 22300}
{"lr": 8.733595080775163e-06, "data_time": 0.00903773307800293, "grad_norm": 78.45343704223633, "loss": 33.01406874656677, "decode.loss_cls": 0.9025414928793907, "decode.loss_mask": 0.789399278908968, "decode.loss_dice": 1.3677300855517387, "decode.d0.loss_cls": 2.431745344400406, "decode.d0.loss_mask": 0.8317777916789055, "decode.d0.loss_dice": 1.535451304912567, "decode.d1.loss_cls": 1.1871353760361671, "decode.d1.loss_mask": 0.7690541595220566, "decode.d1.loss_dice": 1.4133026346564292, "decode.d2.loss_cls": 1.0248174227774143, "decode.d2.loss_mask": 0.7477457016706467, "decode.d2.loss_dice": 1.3692337900400162, "decode.d3.loss_cls": 0.9699139960110188, "decode.d3.loss_mask": 0.7577663049101829, "decode.d3.loss_dice": 1.3787966877222062, "decode.d4.loss_cls": 0.9900139696896076, "decode.d4.loss_mask": 0.7506450161337852, "decode.d4.loss_dice": 1.3667331099510194, "decode.d5.loss_cls": 1.0300288274884224, "decode.d5.loss_mask": 0.7460289716720581, "decode.d5.loss_dice": 1.3664131671190263, "decode.d6.loss_cls": 0.9694032907485962, "decode.d6.loss_mask": 0.7545423366129398, "decode.d6.loss_dice": 1.368315178155899, "decode.d7.loss_cls": 0.9293942138552665, "decode.d7.loss_mask": 0.772494201362133, "decode.d7.loss_dice": 1.3690827161073684, "decode.d8.loss_cls": 0.9796989023685455, "decode.d8.loss_mask": 0.7655415520071983, "decode.d8.loss_dice": 1.3793212801218033, "time": 0.527043342590332, "memory": 7187, "step": 22350}
{"lr": 8.730739876144083e-06, "data_time": 0.008912420272827149, "grad_norm": 85.01795959472656, "loss": 35.39290294647217, "decode.loss_cls": 1.1548417508602142, "decode.loss_mask": 0.8247198849916458, "decode.loss_dice": 1.3024029076099395, "decode.d0.loss_cls": 2.5773369431495667, "decode.d0.loss_mask": 0.8638126075267791, "decode.d0.loss_dice": 1.5254750967025756, "decode.d1.loss_cls": 1.4671941220760345, "decode.d1.loss_mask": 0.7988844037055969, "decode.d1.loss_dice": 1.3428661584854127, "decode.d2.loss_cls": 1.2656748414039611, "decode.d2.loss_mask": 0.8175785273313523, "decode.d2.loss_dice": 1.3183385372161864, "decode.d3.loss_cls": 1.2424524068832397, "decode.d3.loss_mask": 0.8288236826658248, "decode.d3.loss_dice": 1.3427709132432937, "decode.d4.loss_cls": 1.2105467021465302, "decode.d4.loss_mask": 0.831392788887024, "decode.d4.loss_dice": 1.3634602934122086, "decode.d5.loss_cls": 1.2245751559734344, "decode.d5.loss_mask": 0.8130342870950699, "decode.d5.loss_dice": 1.328464412689209, "decode.d6.loss_cls": 1.1421477973461152, "decode.d6.loss_mask": 0.8413753777742385, "decode.d6.loss_dice": 1.322260421514511, "decode.d7.loss_cls": 1.1576916575431824, "decode.d7.loss_mask": 0.8477824807167054, "decode.d7.loss_dice": 1.3036969691514968, "decode.d8.loss_cls": 1.158370715379715, "decode.d8.loss_mask": 0.8325538247823715, "decode.d8.loss_dice": 1.3423777371644974, "time": 0.5264538526535034, "memory": 7213, "step": 22400}
{"lr": 8.727884567760956e-06, "data_time": 0.009112095832824707, "grad_norm": 89.19688339233399, "loss": 29.094508266448976, "decode.loss_cls": 0.7387388050556183, "decode.loss_mask": 0.787028357386589, "decode.loss_dice": 1.106064534187317, "decode.d0.loss_cls": 2.2958624601364135, "decode.d0.loss_mask": 0.9075986415147781, "decode.d0.loss_dice": 1.3716093719005584, "decode.d1.loss_cls": 0.9862472712993622, "decode.d1.loss_mask": 0.8500201135873795, "decode.d1.loss_dice": 1.2104816168546677, "decode.d2.loss_cls": 0.8814262688159943, "decode.d2.loss_mask": 0.8162916034460068, "decode.d2.loss_dice": 1.1399711906909942, "decode.d3.loss_cls": 0.7961332052946091, "decode.d3.loss_mask": 0.7947755962610245, "decode.d3.loss_dice": 1.1293932110071183, "decode.d4.loss_cls": 0.7750779122114182, "decode.d4.loss_mask": 0.7926329880952835, "decode.d4.loss_dice": 1.1468294501304626, "decode.d5.loss_cls": 0.7118083328008652, "decode.d5.loss_mask": 0.7913139045238495, "decode.d5.loss_dice": 1.114687618613243, "decode.d6.loss_cls": 0.7516073346138, "decode.d6.loss_mask": 0.7653792947530746, "decode.d6.loss_dice": 1.116722258925438, "decode.d7.loss_cls": 0.7774063646793365, "decode.d7.loss_mask": 0.7644620537757874, "decode.d7.loss_dice": 1.092212548851967, "decode.d8.loss_cls": 0.7938174843788147, "decode.d8.loss_mask": 0.7747196108102798, "decode.d8.loss_dice": 1.1141895353794098, "time": 0.5280942678451538, "memory": 7262, "step": 22450}
{"lr": 8.72502915558429e-06, "data_time": 0.009212517738342285, "grad_norm": 88.26598358154297, "loss": 31.507486248016356, "decode.loss_cls": 1.0450811207294464, "decode.loss_mask": 0.636983984708786, "decode.loss_dice": 1.2097721576690674, "decode.d0.loss_cls": 2.2839775919914245, "decode.d0.loss_mask": 0.6848755478858948, "decode.d0.loss_dice": 1.5190528154373169, "decode.d1.loss_cls": 1.211519229412079, "decode.d1.loss_mask": 0.6713782846927643, "decode.d1.loss_dice": 1.337474861741066, "decode.d2.loss_cls": 1.1674363553524016, "decode.d2.loss_mask": 0.6489461541175843, "decode.d2.loss_dice": 1.2776762217283248, "decode.d3.loss_cls": 1.159328418970108, "decode.d3.loss_mask": 0.6266162157058716, "decode.d3.loss_dice": 1.2384252905845643, "decode.d4.loss_cls": 1.1374513119459153, "decode.d4.loss_mask": 0.6174361795186997, "decode.d4.loss_dice": 1.2213724553585052, "decode.d5.loss_cls": 1.1279317170381546, "decode.d5.loss_mask": 0.6141016960144043, "decode.d5.loss_dice": 1.227096253633499, "decode.d6.loss_cls": 1.0975751042366029, "decode.d6.loss_mask": 0.638325360417366, "decode.d6.loss_dice": 1.2453889846801758, "decode.d7.loss_cls": 1.0612532407045365, "decode.d7.loss_mask": 0.6365706473588943, "decode.d7.loss_dice": 1.2343822836875915, "decode.d8.loss_cls": 1.0482478797435761, "decode.d8.loss_mask": 0.6435226202011108, "decode.d8.loss_dice": 1.238285943865776, "time": 0.5525736093521119, "memory": 7265, "step": 22500}
{"lr": 8.722173639572551e-06, "data_time": 0.009104609489440918, "grad_norm": 86.02501068115234, "loss": 27.029069042205812, "decode.loss_cls": 0.9201954632997513, "decode.loss_mask": 0.6372267737984657, "decode.loss_dice": 0.9566424190998077, "decode.d0.loss_cls": 2.256315279006958, "decode.d0.loss_mask": 0.7326946884393692, "decode.d0.loss_dice": 1.1246549546718598, "decode.d1.loss_cls": 1.0782004982233047, "decode.d1.loss_mask": 0.6846789211034775, "decode.d1.loss_dice": 1.038197934627533, "decode.d2.loss_cls": 0.9585636109113693, "decode.d2.loss_mask": 0.6614266753196716, "decode.d2.loss_dice": 0.9761698871850968, "decode.d3.loss_cls": 0.9220082700252533, "decode.d3.loss_mask": 0.6387443974614143, "decode.d3.loss_dice": 0.9767220348119736, "decode.d4.loss_cls": 0.9075929388403893, "decode.d4.loss_mask": 0.6335913240909576, "decode.d4.loss_dice": 0.9593341469764709, "decode.d5.loss_cls": 0.8838068932294846, "decode.d5.loss_mask": 0.6547916859388352, "decode.d5.loss_dice": 0.9539078682661056, "decode.d6.loss_cls": 0.8782620638608932, "decode.d6.loss_mask": 0.6646227300167084, "decode.d6.loss_dice": 0.9581401377916337, "decode.d7.loss_cls": 0.8823122620582581, "decode.d7.loss_mask": 0.6786669224500657, "decode.d7.loss_dice": 0.9470835566520691, "decode.d8.loss_cls": 0.8251851886510849, "decode.d8.loss_mask": 0.662664121389389, "decode.d8.loss_dice": 0.9766668498516082, "time": 0.526019549369812, "memory": 7218, "step": 22550}
{"lr": 8.71931801968421e-06, "data_time": 0.009018421173095703, "grad_norm": 91.91542892456054, "loss": 29.71211986541748, "decode.loss_cls": 0.8969829842448235, "decode.loss_mask": 0.7268022358417511, "decode.loss_dice": 1.1137365996837616, "decode.d0.loss_cls": 2.200090062618256, "decode.d0.loss_mask": 0.7780379682779313, "decode.d0.loss_dice": 1.2920968115329743, "decode.d1.loss_cls": 1.1633252441883086, "decode.d1.loss_mask": 0.7121008276939392, "decode.d1.loss_dice": 1.2331030070781708, "decode.d2.loss_cls": 1.005452385544777, "decode.d2.loss_mask": 0.7376883000135421, "decode.d2.loss_dice": 1.2213758945465087, "decode.d3.loss_cls": 1.0091208517551422, "decode.d3.loss_mask": 0.710199037194252, "decode.d3.loss_dice": 1.15259792804718, "decode.d4.loss_cls": 0.9559538051486015, "decode.d4.loss_mask": 0.7108854651451111, "decode.d4.loss_dice": 1.1324639201164246, "decode.d5.loss_cls": 0.9422661945223808, "decode.d5.loss_mask": 0.7032993257045745, "decode.d5.loss_dice": 1.1386250793933868, "decode.d6.loss_cls": 0.8769785016775131, "decode.d6.loss_mask": 0.7073969036340714, "decode.d6.loss_dice": 1.1072524964809418, "decode.d7.loss_cls": 0.9275690257549286, "decode.d7.loss_mask": 0.7085763394832612, "decode.d7.loss_dice": 1.100359135866165, "decode.d8.loss_cls": 0.93397636115551, "decode.d8.loss_mask": 0.7070370137691497, "decode.d8.loss_dice": 1.1067707598209382, "time": 0.5281350612640381, "memory": 7186, "step": 22600}
{"lr": 8.716462295877671e-06, "data_time": 0.009000325202941894, "grad_norm": 88.7705207824707, "loss": 23.787193393707277, "decode.loss_cls": 0.7754716739058495, "decode.loss_mask": 0.5719591319561005, "decode.loss_dice": 0.8869918406009674, "decode.d0.loss_cls": 1.9468968033790588, "decode.d0.loss_mask": 0.6460927516222, "decode.d0.loss_dice": 1.0126455932855607, "decode.d1.loss_cls": 0.8420532211661339, "decode.d1.loss_mask": 0.6233004868030548, "decode.d1.loss_dice": 0.9352888613939285, "decode.d2.loss_cls": 0.7728102236986161, "decode.d2.loss_mask": 0.5976581007242203, "decode.d2.loss_dice": 0.9134979769587517, "decode.d3.loss_cls": 0.7537373915314675, "decode.d3.loss_mask": 0.5651512801647186, "decode.d3.loss_dice": 0.8889884293079376, "decode.d4.loss_cls": 0.7441536903381347, "decode.d4.loss_mask": 0.5828578472137451, "decode.d4.loss_dice": 0.9043714880943299, "decode.d5.loss_cls": 0.7321545600891113, "decode.d5.loss_mask": 0.5811901241540909, "decode.d5.loss_dice": 0.9040627554059029, "decode.d6.loss_cls": 0.7172471597790718, "decode.d6.loss_mask": 0.5772980004549026, "decode.d6.loss_dice": 0.8981842294335365, "decode.d7.loss_cls": 0.7232530415058136, "decode.d7.loss_mask": 0.5726703017950058, "decode.d7.loss_dice": 0.900891526043415, "decode.d8.loss_cls": 0.7478254169225693, "decode.d8.loss_mask": 0.5667450666427613, "decode.d8.loss_dice": 0.901744145154953, "time": 0.5530179023742676, "memory": 7215, "step": 22650}
{"lr": 8.713606468111329e-06, "data_time": 0.008688902854919434, "grad_norm": 79.04833221435547, "loss": 24.502133178710938, "decode.loss_cls": 0.6784617662429809, "decode.loss_mask": 0.5600058704614639, "decode.loss_dice": 1.006229469180107, "decode.d0.loss_cls": 2.1399009466171264, "decode.d0.loss_mask": 0.5910653799772263, "decode.d0.loss_dice": 1.1195845544338225, "decode.d1.loss_cls": 0.8917012363672256, "decode.d1.loss_mask": 0.5581842839717865, "decode.d1.loss_dice": 1.0321641206741332, "decode.d2.loss_cls": 0.7647900998592376, "decode.d2.loss_mask": 0.5323265135288239, "decode.d2.loss_dice": 0.9818739891052246, "decode.d3.loss_cls": 0.8188319683074952, "decode.d3.loss_mask": 0.5262110888957977, "decode.d3.loss_dice": 0.966390123963356, "decode.d4.loss_cls": 0.7740865349769592, "decode.d4.loss_mask": 0.519028228521347, "decode.d4.loss_dice": 0.9714809596538544, "decode.d5.loss_cls": 0.7534475982189178, "decode.d5.loss_mask": 0.531472596526146, "decode.d5.loss_dice": 0.998870101571083, "decode.d6.loss_cls": 0.7194016546010971, "decode.d6.loss_mask": 0.5659560561180115, "decode.d6.loss_dice": 0.9853413522243499, "decode.d7.loss_cls": 0.7337613880634308, "decode.d7.loss_mask": 0.5355623215436935, "decode.d7.loss_dice": 0.9844813972711564, "decode.d8.loss_cls": 0.7173991799354553, "decode.d8.loss_mask": 0.5426301002502442, "decode.d8.loss_dice": 1.0014921009540558, "time": 0.528239631652832, "memory": 7224, "step": 22700}
{"lr": 8.710750536343539e-06, "data_time": 0.0089644193649292, "grad_norm": 87.55302963256835, "loss": 35.41637020111084, "decode.loss_cls": 0.998211020231247, "decode.loss_mask": 0.8533472001552582, "decode.loss_dice": 1.4475769817829132, "decode.d0.loss_cls": 2.531382405757904, "decode.d0.loss_mask": 0.9241753160953522, "decode.d0.loss_dice": 1.6367715775966645, "decode.d1.loss_cls": 1.20388423204422, "decode.d1.loss_mask": 0.8543470144271851, "decode.d1.loss_dice": 1.5512346923351288, "decode.d2.loss_cls": 1.0973384588956834, "decode.d2.loss_mask": 0.8532903641462326, "decode.d2.loss_dice": 1.487047904729843, "decode.d3.loss_cls": 1.0781616508960723, "decode.d3.loss_mask": 0.8423500031232833, "decode.d3.loss_dice": 1.4246802628040314, "decode.d4.loss_cls": 1.0572085112333298, "decode.d4.loss_mask": 0.8387827008962632, "decode.d4.loss_dice": 1.4503823518753052, "decode.d5.loss_cls": 1.0636215478181839, "decode.d5.loss_mask": 0.8550512969493866, "decode.d5.loss_dice": 1.414632910490036, "decode.d6.loss_cls": 1.019153754413128, "decode.d6.loss_mask": 0.8558202713727951, "decode.d6.loss_dice": 1.4517257511615753, "decode.d7.loss_cls": 0.9884716346859932, "decode.d7.loss_mask": 0.8632178395986557, "decode.d7.loss_dice": 1.4612920880317688, "decode.d8.loss_cls": 1.0263685613870621, "decode.d8.loss_mask": 0.83896903693676, "decode.d8.loss_dice": 1.4478724956512452, "time": 0.5283993244171142, "memory": 7254, "step": 22750}
{"lr": 8.707894500532625e-06, "data_time": 0.008744096755981446, "grad_norm": 77.45237579345704, "loss": 40.720206832885744, "decode.loss_cls": 1.0451263248920442, "decode.loss_mask": 0.8338736116886138, "decode.loss_dice": 1.8605158448219299, "decode.d0.loss_cls": 2.968166244029999, "decode.d0.loss_mask": 0.8989762306213379, "decode.d0.loss_dice": 2.109394907951355, "decode.d1.loss_cls": 1.3884036242961884, "decode.d1.loss_mask": 0.8824960976839066, "decode.d1.loss_dice": 2.012732815742493, "decode.d2.loss_cls": 1.195594072341919, "decode.d2.loss_mask": 0.8710063755512237, "decode.d2.loss_dice": 1.9041296124458313, "decode.d3.loss_cls": 1.1303911417722703, "decode.d3.loss_mask": 0.8526072919368743, "decode.d3.loss_dice": 1.8758222341537476, "decode.d4.loss_cls": 1.0749310076236724, "decode.d4.loss_mask": 0.8936580538749694, "decode.d4.loss_dice": 1.8600048303604126, "decode.d5.loss_cls": 1.1238202780485154, "decode.d5.loss_mask": 0.8456141591072083, "decode.d5.loss_dice": 1.8251530289649964, "decode.d6.loss_cls": 1.1247152507305145, "decode.d6.loss_mask": 0.8294373244047165, "decode.d6.loss_dice": 1.819087529182434, "decode.d7.loss_cls": 1.085508692264557, "decode.d7.loss_mask": 0.8142371535301208, "decode.d7.loss_dice": 1.835606074333191, "decode.d8.loss_cls": 1.1065927922725678, "decode.d8.loss_mask": 0.8299129337072373, "decode.d8.loss_dice": 1.822692048549652, "time": 0.5272781372070312, "memory": 7319, "step": 22800}
{"lr": 8.705038360636872e-06, "data_time": 0.008852100372314453, "grad_norm": 88.57860794067383, "loss": 29.02473363876343, "decode.loss_cls": 1.1008941799402236, "decode.loss_mask": 0.7389305889606476, "decode.loss_dice": 0.8738366007804871, "decode.d0.loss_cls": 2.5181886315345765, "decode.d0.loss_mask": 0.8030743300914764, "decode.d0.loss_dice": 1.0876275271177291, "decode.d1.loss_cls": 1.1801063150167466, "decode.d1.loss_mask": 0.7855019688606262, "decode.d1.loss_dice": 0.9206380665302276, "decode.d2.loss_cls": 1.116719251871109, "decode.d2.loss_mask": 0.7552858352661133, "decode.d2.loss_dice": 0.8849768936634064, "decode.d3.loss_cls": 1.1102600514888763, "decode.d3.loss_mask": 0.7865838795900345, "decode.d3.loss_dice": 0.8853254437446594, "decode.d4.loss_cls": 1.130936062335968, "decode.d4.loss_mask": 0.7795615881681442, "decode.d4.loss_dice": 0.8773315161466598, "decode.d5.loss_cls": 1.0939896196126937, "decode.d5.loss_mask": 0.7333796322345734, "decode.d5.loss_dice": 0.8601920813322067, "decode.d6.loss_cls": 1.040827003121376, "decode.d6.loss_mask": 0.7491499304771423, "decode.d6.loss_dice": 0.8606248944997787, "decode.d7.loss_cls": 1.0914972692728042, "decode.d7.loss_mask": 0.744610857963562, "decode.d7.loss_dice": 0.8663750797510147, "decode.d8.loss_cls": 1.086038038134575, "decode.d8.loss_mask": 0.7188215672969818, "decode.d8.loss_dice": 0.8434490621089935, "time": 0.5251025915145874, "memory": 7206, "step": 22850}
{"lr": 8.70218211661454e-06, "data_time": 0.009243655204772949, "grad_norm": 88.03648834228515, "loss": 31.542623710632324, "decode.loss_cls": 0.8938031256198883, "decode.loss_mask": 0.8002039581537247, "decode.loss_dice": 1.2415912806987763, "decode.d0.loss_cls": 2.341346788406372, "decode.d0.loss_mask": 0.8596712172031402, "decode.d0.loss_dice": 1.5208794474601746, "decode.d1.loss_cls": 0.9446453243494034, "decode.d1.loss_mask": 0.8596150398254394, "decode.d1.loss_dice": 1.3711964786052704, "decode.d2.loss_cls": 0.930187001824379, "decode.d2.loss_mask": 0.8041348278522491, "decode.d2.loss_dice": 1.2750420540571212, "decode.d3.loss_cls": 0.9187008365988731, "decode.d3.loss_mask": 0.8086081624031067, "decode.d3.loss_dice": 1.2895405173301697, "decode.d4.loss_cls": 0.8685288995504379, "decode.d4.loss_mask": 0.8266844838857651, "decode.d4.loss_dice": 1.2563854902982712, "decode.d5.loss_cls": 0.8629767775535584, "decode.d5.loss_mask": 0.8028092592954635, "decode.d5.loss_dice": 1.2563574403524398, "decode.d6.loss_cls": 0.8719123125076294, "decode.d6.loss_mask": 0.8015183120965957, "decode.d6.loss_dice": 1.2118342608213424, "decode.d7.loss_cls": 0.8783761352300644, "decode.d7.loss_mask": 0.7909266829490662, "decode.d7.loss_dice": 1.2795570552349091, "decode.d8.loss_cls": 0.9042440459132195, "decode.d8.loss_mask": 0.8152444541454316, "decode.d8.loss_dice": 1.256102952361107, "time": 0.5556525707244873, "memory": 7329, "step": 22900}
{"lr": 8.699325768423853e-06, "data_time": 0.008861494064331055, "grad_norm": 84.53177490234376, "loss": 31.247161674499512, "decode.loss_cls": 0.8508810758590698, "decode.loss_mask": 0.8133892506361008, "decode.loss_dice": 1.186051344871521, "decode.d0.loss_cls": 2.46791867017746, "decode.d0.loss_mask": 0.8797405928373336, "decode.d0.loss_dice": 1.4049907386302949, "decode.d1.loss_cls": 1.0752047717571258, "decode.d1.loss_mask": 0.8597517162561417, "decode.d1.loss_dice": 1.3129372000694275, "decode.d2.loss_cls": 0.9460987269878387, "decode.d2.loss_mask": 0.8209223508834839, "decode.d2.loss_dice": 1.2632213890552522, "decode.d3.loss_cls": 0.8734565079212189, "decode.d3.loss_mask": 0.8241662383079529, "decode.d3.loss_dice": 1.2328133702278137, "decode.d4.loss_cls": 0.8703126102685929, "decode.d4.loss_mask": 0.8153684109449386, "decode.d4.loss_dice": 1.220673805475235, "decode.d5.loss_cls": 0.8588432192802429, "decode.d5.loss_mask": 0.8099583089351654, "decode.d5.loss_dice": 1.2196672558784485, "decode.d6.loss_cls": 0.8429233729839325, "decode.d6.loss_mask": 0.8271364033222198, "decode.d6.loss_dice": 1.1895443439483642, "decode.d7.loss_cls": 0.8321735858917236, "decode.d7.loss_mask": 0.8355583012104034, "decode.d7.loss_dice": 1.2028598368167878, "decode.d8.loss_cls": 0.8484751939773559, "decode.d8.loss_mask": 0.8407160550355911, "decode.d8.loss_dice": 1.221407598257065, "time": 0.5533604621887207, "memory": 7223, "step": 22950}
{"lr": 8.696469316023014e-06, "data_time": 0.008815431594848632, "grad_norm": 104.05520401000976, "loss": 37.36787986755371, "decode.loss_cls": 1.3083987012505531, "decode.loss_mask": 0.8430435627698898, "decode.loss_dice": 1.304318755865097, "decode.d0.loss_cls": 2.567618501186371, "decode.d0.loss_mask": 0.9988474816083908, "decode.d0.loss_dice": 1.581403312087059, "decode.d1.loss_cls": 1.4098427936434745, "decode.d1.loss_mask": 0.9277527034282684, "decode.d1.loss_dice": 1.4925133645534516, "decode.d2.loss_cls": 1.3358992636203766, "decode.d2.loss_mask": 0.9221578627824784, "decode.d2.loss_dice": 1.4846155241131782, "decode.d3.loss_cls": 1.312979419529438, "decode.d3.loss_mask": 0.8651456445455551, "decode.d3.loss_dice": 1.343189862370491, "decode.d4.loss_cls": 1.3639702022075653, "decode.d4.loss_mask": 0.8565821081399918, "decode.d4.loss_dice": 1.354353865981102, "decode.d5.loss_cls": 1.2944680035114289, "decode.d5.loss_mask": 0.8461608648300171, "decode.d5.loss_dice": 1.3692550092935563, "decode.d6.loss_cls": 1.369728158414364, "decode.d6.loss_mask": 0.804449537396431, "decode.d6.loss_dice": 1.3321637690067292, "decode.d7.loss_cls": 1.3096095681190492, "decode.d7.loss_mask": 0.8654882043600083, "decode.d7.loss_dice": 1.3516188353300094, "decode.d8.loss_cls": 1.3250586897134782, "decode.d8.loss_mask": 0.8672565132379532, "decode.d8.loss_dice": 1.3599898651242257, "time": 0.5287639141082764, "memory": 7206, "step": 23000}
{"lr": 8.69361275937018e-06, "data_time": 0.008759737014770508, "grad_norm": 87.8673713684082, "loss": 27.44831418991089, "decode.loss_cls": 1.0973708093166352, "decode.loss_mask": 0.5788231551647186, "decode.loss_dice": 0.8538758754730225, "decode.d0.loss_cls": 2.488724207878113, "decode.d0.loss_mask": 0.6565619945526123, "decode.d0.loss_dice": 1.0194074034690856, "decode.d1.loss_cls": 1.2612700432538986, "decode.d1.loss_mask": 0.6247204273939133, "decode.d1.loss_dice": 0.9208929717540741, "decode.d2.loss_cls": 1.1283964172005654, "decode.d2.loss_mask": 0.6180257678031922, "decode.d2.loss_dice": 0.908546531200409, "decode.d3.loss_cls": 1.1292960301041604, "decode.d3.loss_mask": 0.6054386079311371, "decode.d3.loss_dice": 0.8514771819114685, "decode.d4.loss_cls": 1.1378820464015007, "decode.d4.loss_mask": 0.5869787275791168, "decode.d4.loss_dice": 0.885108956694603, "decode.d5.loss_cls": 1.0931660428643226, "decode.d5.loss_mask": 0.5710938811302185, "decode.d5.loss_dice": 0.8706951200962066, "decode.d6.loss_cls": 1.0913601726293565, "decode.d6.loss_mask": 0.5724868923425674, "decode.d6.loss_dice": 0.8667713448405265, "decode.d7.loss_cls": 1.067459800839424, "decode.d7.loss_mask": 0.5754478722810745, "decode.d7.loss_dice": 0.8605145677924156, "decode.d8.loss_cls": 1.0928822830319405, "decode.d8.loss_mask": 0.5757253140211105, "decode.d8.loss_dice": 0.8579125165939331, "time": 0.5531413793563843, "memory": 7190, "step": 23050}
{"lr": 8.690756098423485e-06, "data_time": 0.00903182029724121, "grad_norm": 83.21376113891601, "loss": 29.31407766342163, "decode.loss_cls": 0.8263824447989464, "decode.loss_mask": 0.7719420403242111, "decode.loss_dice": 1.0678583443164826, "decode.d0.loss_cls": 2.3576114058494566, "decode.d0.loss_mask": 0.8217860788106919, "decode.d0.loss_dice": 1.2324460685253142, "decode.d1.loss_cls": 1.0571704015135766, "decode.d1.loss_mask": 0.7861633569002151, "decode.d1.loss_dice": 1.1757609486579894, "decode.d2.loss_cls": 0.9484978452324867, "decode.d2.loss_mask": 0.7662944495677948, "decode.d2.loss_dice": 1.113465964794159, "decode.d3.loss_cls": 0.9117503419518471, "decode.d3.loss_mask": 0.7794198811054229, "decode.d3.loss_dice": 1.0788757026195526, "decode.d4.loss_cls": 0.854496169090271, "decode.d4.loss_mask": 0.7895253658294678, "decode.d4.loss_dice": 1.083047354221344, "decode.d5.loss_cls": 0.8722453534603118, "decode.d5.loss_mask": 0.7803499788045883, "decode.d5.loss_dice": 1.0848312318325042, "decode.d6.loss_cls": 0.8837649211287498, "decode.d6.loss_mask": 0.7953651517629623, "decode.d6.loss_dice": 1.0737371921539307, "decode.d7.loss_cls": 0.855429096519947, "decode.d7.loss_mask": 0.7809011429548264, "decode.d7.loss_dice": 1.0566587150096893, "decode.d8.loss_cls": 0.8628574177622795, "decode.d8.loss_mask": 0.7632947474718094, "decode.d8.loss_dice": 1.0821478128433228, "time": 0.5542175054550171, "memory": 7243, "step": 23100}
{"lr": 8.687899333141027e-06, "data_time": 0.008929681777954102, "grad_norm": 80.32810897827149, "loss": 33.72896842956543, "decode.loss_cls": 0.8266068130731583, "decode.loss_mask": 0.8506374150514603, "decode.loss_dice": 1.4004786223173142, "decode.d0.loss_cls": 2.2163167893886566, "decode.d0.loss_mask": 0.9107380747795105, "decode.d0.loss_dice": 1.7415494352579117, "decode.d1.loss_cls": 1.1300788551568985, "decode.d1.loss_mask": 0.8780525833368301, "decode.d1.loss_dice": 1.588743844628334, "decode.d2.loss_cls": 0.9914213001728058, "decode.d2.loss_mask": 0.8613274425268174, "decode.d2.loss_dice": 1.455908614397049, "decode.d3.loss_cls": 0.9609042569994927, "decode.d3.loss_mask": 0.8358956813812256, "decode.d3.loss_dice": 1.394526168704033, "decode.d4.loss_cls": 0.9302644580602646, "decode.d4.loss_mask": 0.8479696214199066, "decode.d4.loss_dice": 1.4340774059295653, "decode.d5.loss_cls": 0.8468331173062325, "decode.d5.loss_mask": 0.8585142076015473, "decode.d5.loss_dice": 1.4356265842914582, "decode.d6.loss_cls": 0.8577272891998291, "decode.d6.loss_mask": 0.8479154855012894, "decode.d6.loss_dice": 1.422786408662796, "decode.d7.loss_cls": 0.8112777963280677, "decode.d7.loss_mask": 0.8513262838125228, "decode.d7.loss_dice": 1.4291645973920821, "decode.d8.loss_cls": 0.8321718171238899, "decode.d8.loss_mask": 0.8483706057071686, "decode.d8.loss_dice": 1.4317572832107544, "time": 0.5272166967391968, "memory": 7228, "step": 23150}
{"lr": 8.685042463480874e-06, "data_time": 0.00900130271911621, "grad_norm": 77.19063568115234, "loss": 33.73276309967041, "decode.loss_cls": 1.1694438755512238, "decode.loss_mask": 0.7318403154611588, "decode.loss_dice": 1.2830447793006896, "decode.d0.loss_cls": 2.6167373657226562, "decode.d0.loss_mask": 0.8291626125574112, "decode.d0.loss_dice": 1.512761253118515, "decode.d1.loss_cls": 1.2183180451393127, "decode.d1.loss_mask": 0.7818031430244445, "decode.d1.loss_dice": 1.474796211719513, "decode.d2.loss_cls": 1.2768593847751617, "decode.d2.loss_mask": 0.7061828345060348, "decode.d2.loss_dice": 1.2852186143398285, "decode.d3.loss_cls": 1.1837366580963136, "decode.d3.loss_mask": 0.7157895505428314, "decode.d3.loss_dice": 1.2407473146915435, "decode.d4.loss_cls": 1.2063983976840973, "decode.d4.loss_mask": 0.6978080779314041, "decode.d4.loss_dice": 1.2424602657556534, "decode.d5.loss_cls": 1.1875230371952057, "decode.d5.loss_mask": 0.6886030077934265, "decode.d5.loss_dice": 1.270086306333542, "decode.d6.loss_cls": 1.1571537673473358, "decode.d6.loss_mask": 0.7217493265867233, "decode.d6.loss_dice": 1.2452708244323731, "decode.d7.loss_cls": 1.1291750729084016, "decode.d7.loss_mask": 0.7094387173652649, "decode.d7.loss_dice": 1.2541599452495575, "decode.d8.loss_cls": 1.1616873264312744, "decode.d8.loss_mask": 0.7317184150218964, "decode.d8.loss_dice": 1.3030877768993379, "time": 0.526937747001648, "memory": 7223, "step": 23200}
{"lr": 8.68218548940106e-06, "data_time": 0.008968448638916016, "grad_norm": 85.28594436645508, "loss": 28.980156326293944, "decode.loss_cls": 1.0463267594575882, "decode.loss_mask": 0.7337219849228859, "decode.loss_dice": 0.9888319343328476, "decode.d0.loss_cls": 2.441208267211914, "decode.d0.loss_mask": 0.7183910518884659, "decode.d0.loss_dice": 1.1371565908193588, "decode.d1.loss_cls": 1.1768122524023057, "decode.d1.loss_mask": 0.7261567778885365, "decode.d1.loss_dice": 1.0278482630848884, "decode.d2.loss_cls": 1.0506773918867112, "decode.d2.loss_mask": 0.6990446485579014, "decode.d2.loss_dice": 0.9817509099841117, "decode.d3.loss_cls": 1.0236600518226624, "decode.d3.loss_mask": 0.709547770768404, "decode.d3.loss_dice": 1.0083310052752494, "decode.d4.loss_cls": 0.9752640575170517, "decode.d4.loss_mask": 0.6822349861264229, "decode.d4.loss_dice": 1.004576027393341, "decode.d5.loss_cls": 1.0233408033847808, "decode.d5.loss_mask": 0.7002707786858082, "decode.d5.loss_dice": 0.9885278940200806, "decode.d6.loss_cls": 1.0341407477855682, "decode.d6.loss_mask": 0.7058223202824593, "decode.d6.loss_dice": 0.9925204619765282, "decode.d7.loss_cls": 0.9996001958847046, "decode.d7.loss_mask": 0.7166994392871857, "decode.d7.loss_dice": 0.989911362528801, "decode.d8.loss_cls": 1.005821242928505, "decode.d8.loss_mask": 0.7207631438970565, "decode.d8.loss_dice": 0.9711975395679474, "time": 0.5283398866653443, "memory": 7243, "step": 23250}
{"lr": 8.679328410859582e-06, "data_time": 0.009062838554382325, "grad_norm": 97.93994216918945, "loss": 29.43498821258545, "decode.loss_cls": 0.8230212420225144, "decode.loss_mask": 0.7927683919668198, "decode.loss_dice": 1.1138841807842255, "decode.d0.loss_cls": 2.223102557659149, "decode.d0.loss_mask": 0.8791403949260712, "decode.d0.loss_dice": 1.3206397712230682, "decode.d1.loss_cls": 1.08211809694767, "decode.d1.loss_mask": 0.8315977275371551, "decode.d1.loss_dice": 1.1931490868330001, "decode.d2.loss_cls": 0.8765204533934593, "decode.d2.loss_mask": 0.7914822846651077, "decode.d2.loss_dice": 1.125204598903656, "decode.d3.loss_cls": 0.8667282536625862, "decode.d3.loss_mask": 0.7867404371500015, "decode.d3.loss_dice": 1.1183951824903489, "decode.d4.loss_cls": 0.8607884421944618, "decode.d4.loss_mask": 0.7917208045721054, "decode.d4.loss_dice": 1.0992294400930405, "decode.d5.loss_cls": 0.8308113306760788, "decode.d5.loss_mask": 0.7951947927474976, "decode.d5.loss_dice": 1.0928475260734558, "decode.d6.loss_cls": 0.83623858243227, "decode.d6.loss_mask": 0.7770016193389893, "decode.d6.loss_dice": 1.0913387328386306, "decode.d7.loss_cls": 0.8118458211421966, "decode.d7.loss_mask": 0.7855284035205841, "decode.d7.loss_dice": 1.1162376135587693, "decode.d8.loss_cls": 0.829938717186451, "decode.d8.loss_mask": 0.7892870813608169, "decode.d8.loss_dice": 1.1024868458509445, "time": 0.5263314485549927, "memory": 7240, "step": 23300}
{"lr": 8.676471227814417e-06, "data_time": 0.008956313133239746, "grad_norm": 83.37740936279297, "loss": 35.26100730895996, "decode.loss_cls": 1.118475541472435, "decode.loss_mask": 0.8235153317451477, "decode.loss_dice": 1.283339387178421, "decode.d0.loss_cls": 2.623809814453125, "decode.d0.loss_mask": 0.889556023478508, "decode.d0.loss_dice": 1.5799339771270753, "decode.d1.loss_cls": 1.337401419878006, "decode.d1.loss_mask": 0.8350062161684036, "decode.d1.loss_dice": 1.4325336664915085, "decode.d2.loss_cls": 1.3313406825065612, "decode.d2.loss_mask": 0.8127351701259613, "decode.d2.loss_dice": 1.3565009951591491, "decode.d3.loss_cls": 1.2361354231834412, "decode.d3.loss_mask": 0.8162326008081436, "decode.d3.loss_dice": 1.296893936395645, "decode.d4.loss_cls": 1.163543152809143, "decode.d4.loss_mask": 0.8235277593135834, "decode.d4.loss_dice": 1.315319675207138, "decode.d5.loss_cls": 1.1732574641704558, "decode.d5.loss_mask": 0.8540402054786682, "decode.d5.loss_dice": 1.3438156872987748, "decode.d6.loss_cls": 1.1579387605190277, "decode.d6.loss_mask": 0.8200626105070115, "decode.d6.loss_dice": 1.2947498857975006, "decode.d7.loss_cls": 1.1451299428939818, "decode.d7.loss_mask": 0.8432923525571823, "decode.d7.loss_dice": 1.3177467793226243, "decode.d8.loss_cls": 1.077636992931366, "decode.d8.loss_mask": 0.8374424040317535, "decode.d8.loss_dice": 1.3200925230979919, "time": 0.527821707725525, "memory": 7261, "step": 23350}
{"lr": 8.673613940223509e-06, "data_time": 0.009145021438598633, "grad_norm": 91.27057838439941, "loss": 27.967441749572753, "decode.loss_cls": 0.8208056196570397, "decode.loss_mask": 0.7224769860506057, "decode.loss_dice": 1.0056581288576125, "decode.d0.loss_cls": 2.4217962861061095, "decode.d0.loss_mask": 0.77883982360363, "decode.d0.loss_dice": 1.201176244020462, "decode.d1.loss_cls": 0.9426477044820786, "decode.d1.loss_mask": 0.7288200184702873, "decode.d1.loss_dice": 1.0464235723018647, "decode.d2.loss_cls": 0.9540779024362565, "decode.d2.loss_mask": 0.7151794701814651, "decode.d2.loss_dice": 1.0244921922683716, "decode.d3.loss_cls": 0.8572401612997055, "decode.d3.loss_mask": 0.7059087201952934, "decode.d3.loss_dice": 1.0103627383708953, "decode.d4.loss_cls": 0.8610918715596199, "decode.d4.loss_mask": 0.7048211321234703, "decode.d4.loss_dice": 0.9995778232812882, "decode.d5.loss_cls": 0.875207869708538, "decode.d5.loss_mask": 0.713464193046093, "decode.d5.loss_dice": 1.0343941032886506, "decode.d6.loss_cls": 0.8885671302676201, "decode.d6.loss_mask": 0.7224068224430085, "decode.d6.loss_dice": 1.0195299834012985, "decode.d7.loss_cls": 0.8965470775961876, "decode.d7.loss_mask": 0.707800941169262, "decode.d7.loss_dice": 1.0139557003974915, "decode.d8.loss_cls": 0.8702560737729073, "decode.d8.loss_mask": 0.6985084027051925, "decode.d8.loss_dice": 1.0254077762365341, "time": 0.5262442111968995, "memory": 7146, "step": 23400}
{"lr": 8.670756548044745e-06, "data_time": 0.00892326831817627, "grad_norm": 83.7900562286377, "loss": 24.454804611206054, "decode.loss_cls": 0.7150224387645722, "decode.loss_mask": 0.6327031373977661, "decode.loss_dice": 0.8767734467983246, "decode.d0.loss_cls": 2.1462732315063477, "decode.d0.loss_mask": 0.6778367638587952, "decode.d0.loss_dice": 0.9680885136127472, "decode.d1.loss_cls": 0.925184229016304, "decode.d1.loss_mask": 0.6414565801620483, "decode.d1.loss_dice": 0.9451084673404694, "decode.d2.loss_cls": 0.8216032519936561, "decode.d2.loss_mask": 0.6186584085226059, "decode.d2.loss_dice": 0.9142223238945008, "decode.d3.loss_cls": 0.7329966813325882, "decode.d3.loss_mask": 0.6351827085018158, "decode.d3.loss_dice": 0.9037085592746734, "decode.d4.loss_cls": 0.7894613772630692, "decode.d4.loss_mask": 0.6203901767730713, "decode.d4.loss_dice": 0.8685667365789413, "decode.d5.loss_cls": 0.7645542621612549, "decode.d5.loss_mask": 0.6309812039136886, "decode.d5.loss_dice": 0.8634465336799622, "decode.d6.loss_cls": 0.741697184741497, "decode.d6.loss_mask": 0.6366623520851136, "decode.d6.loss_dice": 0.8799566805362702, "decode.d7.loss_cls": 0.722651444375515, "decode.d7.loss_mask": 0.6319652497768402, "decode.d7.loss_dice": 0.8856240719556808, "decode.d8.loss_cls": 0.7732126638293266, "decode.d8.loss_mask": 0.6290576815605163, "decode.d8.loss_dice": 0.8617575764656067, "time": 0.5520517110824585, "memory": 7273, "step": 23450}
{"lr": 8.667899051236004e-06, "data_time": 0.008919095993041993, "grad_norm": 103.90177459716797, "loss": 35.72919397354126, "decode.loss_cls": 1.0776111125946044, "decode.loss_mask": 0.8431215554475784, "decode.loss_dice": 1.3395003110170365, "decode.d0.loss_cls": 2.6304911971092224, "decode.d0.loss_mask": 0.9023208230733871, "decode.d0.loss_dice": 1.5611895263195037, "decode.d1.loss_cls": 1.2883935153484345, "decode.d1.loss_mask": 0.9340239882469177, "decode.d1.loss_dice": 1.5329697489738465, "decode.d2.loss_cls": 1.1576813101768493, "decode.d2.loss_mask": 0.9192720055580139, "decode.d2.loss_dice": 1.4582897186279298, "decode.d3.loss_cls": 1.1062081277370452, "decode.d3.loss_mask": 0.8582671642303467, "decode.d3.loss_dice": 1.4175268560647964, "decode.d4.loss_cls": 1.1299588620662688, "decode.d4.loss_mask": 0.8664424777030945, "decode.d4.loss_dice": 1.3990218371152878, "decode.d5.loss_cls": 1.0944212138652802, "decode.d5.loss_mask": 0.8582484692335128, "decode.d5.loss_dice": 1.41128311753273, "decode.d6.loss_cls": 1.0205625742673874, "decode.d6.loss_mask": 0.9325733304023742, "decode.d6.loss_dice": 1.4047736287117005, "decode.d7.loss_cls": 1.0516887694597243, "decode.d7.loss_mask": 0.8505245387554169, "decode.d7.loss_dice": 1.391934761404991, "decode.d8.loss_cls": 1.0752893269062043, "decode.d8.loss_mask": 0.8538252145051957, "decode.d8.loss_dice": 1.3617799669504165, "time": 0.5279474020004272, "memory": 7263, "step": 23500}
{"lr": 8.665041449755143e-06, "data_time": 0.009034204483032226, "grad_norm": 84.08288116455078, "loss": 34.8508843421936, "decode.loss_cls": 1.1356686137616634, "decode.loss_mask": 0.7935980767011642, "decode.loss_dice": 1.34516484439373, "decode.d0.loss_cls": 2.635225296020508, "decode.d0.loss_mask": 0.8601233690977097, "decode.d0.loss_dice": 1.569640079140663, "decode.d1.loss_cls": 1.1591979127377272, "decode.d1.loss_mask": 0.8494623154401779, "decode.d1.loss_dice": 1.530925950407982, "decode.d2.loss_cls": 1.1569478802382946, "decode.d2.loss_mask": 0.8217551201581955, "decode.d2.loss_dice": 1.3845389395952226, "decode.d3.loss_cls": 1.1629066064953804, "decode.d3.loss_mask": 0.794470751285553, "decode.d3.loss_dice": 1.3623700231313705, "decode.d4.loss_cls": 1.1676494896411895, "decode.d4.loss_mask": 0.7794772446155548, "decode.d4.loss_dice": 1.3393636882305144, "decode.d5.loss_cls": 1.1380481451749802, "decode.d5.loss_mask": 0.7925938367843628, "decode.d5.loss_dice": 1.3383548557758331, "decode.d6.loss_cls": 1.1438304472714662, "decode.d6.loss_mask": 0.805113697052002, "decode.d6.loss_dice": 1.334624347090721, "decode.d7.loss_cls": 1.059717282652855, "decode.d7.loss_mask": 0.8017322570085526, "decode.d7.loss_dice": 1.3523938536643982, "decode.d8.loss_cls": 1.0377515878528356, "decode.d8.loss_mask": 0.8100838601589203, "decode.d8.loss_dice": 1.3881520256400108, "time": 0.5534115552902221, "memory": 7253, "step": 23550}
{"lr": 8.662183743559956e-06, "data_time": 0.009023356437683105, "grad_norm": 82.75471420288086, "loss": 25.705321407318117, "decode.loss_cls": 0.7142163336277008, "decode.loss_mask": 0.6700896173715591, "decode.loss_dice": 0.9654460847377777, "decode.d0.loss_cls": 2.368023157119751, "decode.d0.loss_mask": 0.7360985785722732, "decode.d0.loss_dice": 1.1606713831424713, "decode.d1.loss_cls": 0.8165681779384613, "decode.d1.loss_mask": 0.6934542298316956, "decode.d1.loss_dice": 1.1084907084703446, "decode.d2.loss_cls": 0.7485642433166504, "decode.d2.loss_mask": 0.6556406497955323, "decode.d2.loss_dice": 1.002306878566742, "decode.d3.loss_cls": 0.7484888017177582, "decode.d3.loss_mask": 0.6533626586198806, "decode.d3.loss_dice": 0.9615876168012619, "decode.d4.loss_cls": 0.773651260137558, "decode.d4.loss_mask": 0.6601107567548752, "decode.d4.loss_dice": 0.9739386945962906, "decode.d5.loss_cls": 0.7140317320823669, "decode.d5.loss_mask": 0.6572342842817307, "decode.d5.loss_dice": 0.9684887319803238, "decode.d6.loss_cls": 0.7400241881608963, "decode.d6.loss_mask": 0.6390884637832641, "decode.d6.loss_dice": 0.9716182351112366, "decode.d7.loss_cls": 0.7089100003242492, "decode.d7.loss_mask": 0.6394905060529709, "decode.d7.loss_dice": 0.9494602143764496, "decode.d8.loss_cls": 0.6898549377918244, "decode.d8.loss_mask": 0.6616532444953919, "decode.d8.loss_dice": 0.9547563999891281, "time": 0.5529672145843506, "memory": 7245, "step": 23600}
{"lr": 8.659325932608215e-06, "data_time": 0.0093064546585083, "grad_norm": 85.44713401794434, "loss": 28.34719228744507, "decode.loss_cls": 0.9112921059131622, "decode.loss_mask": 0.6935726344585419, "decode.loss_dice": 1.010927188396454, "decode.d0.loss_cls": 2.360193634033203, "decode.d0.loss_mask": 0.7421689003705978, "decode.d0.loss_dice": 1.1465153694152832, "decode.d1.loss_cls": 1.0437111616134644, "decode.d1.loss_mask": 0.7554156512022019, "decode.d1.loss_dice": 1.1348816245794295, "decode.d2.loss_cls": 0.9703019171953201, "decode.d2.loss_mask": 0.7242592513561249, "decode.d2.loss_dice": 1.0647297471761703, "decode.d3.loss_cls": 0.9098304361104965, "decode.d3.loss_mask": 0.6954629242420196, "decode.d3.loss_dice": 1.0219937533140182, "decode.d4.loss_cls": 0.90089553296566, "decode.d4.loss_mask": 0.7111562371253968, "decode.d4.loss_dice": 1.034616169333458, "decode.d5.loss_cls": 0.9207757264375687, "decode.d5.loss_mask": 0.6899892151355743, "decode.d5.loss_dice": 1.0172971606254577, "decode.d6.loss_cls": 0.9167502641677856, "decode.d6.loss_mask": 0.6740700036287308, "decode.d6.loss_dice": 1.0153550535440445, "decode.d7.loss_cls": 0.9270250082015992, "decode.d7.loss_mask": 0.6662688076496124, "decode.d7.loss_dice": 1.016489240527153, "decode.d8.loss_cls": 0.9371841043233872, "decode.d8.loss_mask": 0.7016973853111267, "decode.d8.loss_dice": 1.0323664963245391, "time": 0.5274691343307495, "memory": 7195, "step": 23650}
{"lr": 8.656468016857675e-06, "data_time": 0.009081339836120606, "grad_norm": 81.45108947753906, "loss": 28.647820663452148, "decode.loss_cls": 0.8623444825410843, "decode.loss_mask": 0.6977471768856048, "decode.loss_dice": 1.1301902294158936, "decode.d0.loss_cls": 2.0926807522773743, "decode.d0.loss_mask": 0.7647650361061096, "decode.d0.loss_dice": 1.2672714829444884, "decode.d1.loss_cls": 0.8628228813409805, "decode.d1.loss_mask": 0.769254469871521, "decode.d1.loss_dice": 1.1907920747995377, "decode.d2.loss_cls": 0.942445769906044, "decode.d2.loss_mask": 0.7294248938560486, "decode.d2.loss_dice": 1.1331019222736358, "decode.d3.loss_cls": 0.8593282908201217, "decode.d3.loss_mask": 0.7463935315608978, "decode.d3.loss_dice": 1.1804618895053864, "decode.d4.loss_cls": 0.8413187086582183, "decode.d4.loss_mask": 0.7221243202686309, "decode.d4.loss_dice": 1.169233685731888, "decode.d5.loss_cls": 0.9361140668392182, "decode.d5.loss_mask": 0.6960285246372223, "decode.d5.loss_dice": 1.1072350919246674, "decode.d6.loss_cls": 0.8391375482082367, "decode.d6.loss_mask": 0.7049975275993348, "decode.d6.loss_dice": 1.1214021444320679, "decode.d7.loss_cls": 0.8295258551836013, "decode.d7.loss_mask": 0.6960583090782165, "decode.d7.loss_dice": 1.1047740876674652, "decode.d8.loss_cls": 0.8347506195306778, "decode.d8.loss_mask": 0.6936497092247009, "decode.d8.loss_dice": 1.1224459111690521, "time": 0.5288568735122681, "memory": 7219, "step": 23700}
{"lr": 8.653609996266033e-06, "data_time": 0.009200406074523926, "grad_norm": 94.09041824340821, "loss": 32.24931936264038, "decode.loss_cls": 1.2136706694960595, "decode.loss_mask": 0.7065147340297699, "decode.loss_dice": 1.092151941359043, "decode.d0.loss_cls": 2.385273206233978, "decode.d0.loss_mask": 0.7820739179849625, "decode.d0.loss_dice": 1.3029864460229874, "decode.d1.loss_cls": 1.270149677991867, "decode.d1.loss_mask": 0.8093773156404496, "decode.d1.loss_dice": 1.2604666769504547, "decode.d2.loss_cls": 1.232273268699646, "decode.d2.loss_mask": 0.7161759704351425, "decode.d2.loss_dice": 1.1903859794139862, "decode.d3.loss_cls": 1.2291467025876046, "decode.d3.loss_mask": 0.7031066566705704, "decode.d3.loss_dice": 1.1575332283973694, "decode.d4.loss_cls": 1.1726163417100905, "decode.d4.loss_mask": 0.6907497495412827, "decode.d4.loss_dice": 1.1305458933115005, "decode.d5.loss_cls": 1.2323654271662234, "decode.d5.loss_mask": 0.6999707728624344, "decode.d5.loss_dice": 1.120653121173382, "decode.d6.loss_cls": 1.2077774092555047, "decode.d6.loss_mask": 0.7015870034694671, "decode.d6.loss_dice": 1.161614590883255, "decode.d7.loss_cls": 1.2422366917133332, "decode.d7.loss_mask": 0.6899959892034531, "decode.d7.loss_dice": 1.1306078165769577, "decode.d8.loss_cls": 1.2273519836366176, "decode.d8.loss_mask": 0.7048222810029984, "decode.d8.loss_dice": 1.085136888921261, "time": 0.5539418697357178, "memory": 7298, "step": 23750}
{"lr": 8.650751870790981e-06, "data_time": 0.008966302871704102, "grad_norm": 85.97061080932617, "loss": 33.687002992630006, "decode.loss_cls": 0.9184017159044743, "decode.loss_mask": 0.8895467832684517, "decode.loss_dice": 1.2925720915198327, "decode.d0.loss_cls": 2.4195317149162294, "decode.d0.loss_mask": 0.956972086429596, "decode.d0.loss_dice": 1.5548330187797545, "decode.d1.loss_cls": 1.1243203401565551, "decode.d1.loss_mask": 0.9167700976133346, "decode.d1.loss_dice": 1.481101781129837, "decode.d2.loss_cls": 1.0425324410200119, "decode.d2.loss_mask": 0.8869735509157181, "decode.d2.loss_dice": 1.3693809449672698, "decode.d3.loss_cls": 1.0314149968326092, "decode.d3.loss_mask": 0.8737557321786881, "decode.d3.loss_dice": 1.290579891204834, "decode.d4.loss_cls": 0.9317071743309497, "decode.d4.loss_mask": 0.8717943757772446, "decode.d4.loss_dice": 1.3199294552206993, "decode.d5.loss_cls": 0.9407306648790836, "decode.d5.loss_mask": 0.8784056514501571, "decode.d5.loss_dice": 1.3551041781902313, "decode.d6.loss_cls": 0.9411741159856319, "decode.d6.loss_mask": 0.8712487146258354, "decode.d6.loss_dice": 1.2953481383621692, "decode.d7.loss_cls": 0.9210296630859375, "decode.d7.loss_mask": 0.8842042863368988, "decode.d7.loss_dice": 1.3083380043506623, "decode.d8.loss_cls": 0.9450615964829922, "decode.d8.loss_mask": 0.8824984043836593, "decode.d8.loss_dice": 1.2917415574193, "time": 0.5275979042053223, "memory": 7232, "step": 23800}
{"lr": 8.64789364039016e-06, "data_time": 0.008791255950927734, "grad_norm": 87.86156845092773, "loss": 28.927152347564697, "decode.loss_cls": 0.7095415607094765, "decode.loss_mask": 0.8261068969964981, "decode.loss_dice": 1.088917300105095, "decode.d0.loss_cls": 2.160524642467499, "decode.d0.loss_mask": 0.875561997294426, "decode.d0.loss_dice": 1.2401315927505494, "decode.d1.loss_cls": 0.9838846549391747, "decode.d1.loss_mask": 0.8287611693143845, "decode.d1.loss_dice": 1.2150697737932206, "decode.d2.loss_cls": 0.8643798545002938, "decode.d2.loss_mask": 0.7902347713708877, "decode.d2.loss_dice": 1.145614430308342, "decode.d3.loss_cls": 0.814335024356842, "decode.d3.loss_mask": 0.8100033670663833, "decode.d3.loss_dice": 1.127769187092781, "decode.d4.loss_cls": 0.8312031254172325, "decode.d4.loss_mask": 0.7916637688875199, "decode.d4.loss_dice": 1.1090205371379853, "decode.d5.loss_cls": 0.7870192289352417, "decode.d5.loss_mask": 0.8286448985338211, "decode.d5.loss_dice": 1.146857851743698, "decode.d6.loss_cls": 0.7338899180293084, "decode.d6.loss_mask": 0.8398338109254837, "decode.d6.loss_dice": 1.1020593643188477, "decode.d7.loss_cls": 0.7145967572927475, "decode.d7.loss_mask": 0.8537876725196838, "decode.d7.loss_dice": 1.1064827024936676, "decode.d8.loss_cls": 0.6999251902103424, "decode.d8.loss_mask": 0.8003753840923309, "decode.d8.loss_dice": 1.1009557664394378, "time": 0.5269409656524658, "memory": 7248, "step": 23850}
{"lr": 8.645035305021174e-06, "data_time": 0.009020185470581055, "grad_norm": 85.89683113098144, "loss": 28.322819423675536, "decode.loss_cls": 1.0135864302515984, "decode.loss_mask": 0.6651675656437874, "decode.loss_dice": 0.9271191179752349, "decode.d0.loss_cls": 2.4251392006874086, "decode.d0.loss_mask": 0.7253955572843551, "decode.d0.loss_dice": 1.0904184103012085, "decode.d1.loss_cls": 1.1881817728281021, "decode.d1.loss_mask": 0.6763940870761871, "decode.d1.loss_dice": 1.0318230032920837, "decode.d2.loss_cls": 1.090659299492836, "decode.d2.loss_mask": 0.692345279455185, "decode.d2.loss_dice": 0.986489999294281, "decode.d3.loss_cls": 1.087479655444622, "decode.d3.loss_mask": 0.6779975757002831, "decode.d3.loss_dice": 0.9374123632907867, "decode.d4.loss_cls": 1.0778172373771668, "decode.d4.loss_mask": 0.6717866197228431, "decode.d4.loss_dice": 0.9233797669410706, "decode.d5.loss_cls": 1.043788729608059, "decode.d5.loss_mask": 0.683111172914505, "decode.d5.loss_dice": 0.9104199767112732, "decode.d6.loss_cls": 0.9973428219556808, "decode.d6.loss_mask": 0.6734632059931756, "decode.d6.loss_dice": 0.9333668172359466, "decode.d7.loss_cls": 0.9541934296488762, "decode.d7.loss_mask": 0.6862187638878823, "decode.d7.loss_dice": 0.9424152553081513, "decode.d8.loss_cls": 1.0071602508425712, "decode.d8.loss_mask": 0.6649843797087669, "decode.d8.loss_dice": 0.9377622961997986, "time": 0.5291838407516479, "memory": 7228, "step": 23900}
{"lr": 8.642176864641615e-06, "data_time": 0.009128928184509277, "grad_norm": 85.48833541870117, "loss": 28.353317546844483, "decode.loss_cls": 0.9498388722538949, "decode.loss_mask": 0.7103747203946114, "decode.loss_dice": 0.9697187155485153, "decode.d0.loss_cls": 2.494413447380066, "decode.d0.loss_mask": 0.7858488082885742, "decode.d0.loss_dice": 1.089682725071907, "decode.d1.loss_cls": 1.0879683524370194, "decode.d1.loss_mask": 0.7530667498707772, "decode.d1.loss_dice": 1.0650161743164062, "decode.d2.loss_cls": 1.048913511633873, "decode.d2.loss_mask": 0.7322574555873871, "decode.d2.loss_dice": 0.9529085963964462, "decode.d3.loss_cls": 1.0488541826605797, "decode.d3.loss_mask": 0.7011998847126961, "decode.d3.loss_dice": 0.9470768928527832, "decode.d4.loss_cls": 1.0411740258336066, "decode.d4.loss_mask": 0.7000701695680618, "decode.d4.loss_dice": 0.9023893028497696, "decode.d5.loss_cls": 0.9590024471282959, "decode.d5.loss_mask": 0.6968151956796647, "decode.d5.loss_dice": 0.9384389102458954, "decode.d6.loss_cls": 0.9524886906147003, "decode.d6.loss_mask": 0.7104516804218293, "decode.d6.loss_dice": 0.9299528241157532, "decode.d7.loss_cls": 0.9395645141601563, "decode.d7.loss_mask": 0.6964601874351501, "decode.d7.loss_dice": 0.942830216884613, "decode.d8.loss_cls": 0.9583585441112519, "decode.d8.loss_mask": 0.6926138281822205, "decode.d8.loss_dice": 0.9555693224072457, "time": 0.5287094593048096, "memory": 7210, "step": 23950}
{"lr": 8.639318319209018e-06, "data_time": 0.009170103073120116, "grad_norm": 84.73889770507813, "loss": 25.416764116287233, "decode.loss_cls": 0.8032577909529209, "decode.loss_mask": 0.6457516968250274, "decode.loss_dice": 0.8597052648663521, "decode.d0.loss_cls": 2.2398263931274416, "decode.d0.loss_mask": 0.6798169076442718, "decode.d0.loss_dice": 0.9646368622779846, "decode.d1.loss_cls": 1.0684679687023162, "decode.d1.loss_mask": 0.6609686970710754, "decode.d1.loss_dice": 0.9092129811644554, "decode.d2.loss_cls": 0.9252682603895664, "decode.d2.loss_mask": 0.6508880376815795, "decode.d2.loss_dice": 0.8865321427583694, "decode.d3.loss_cls": 0.8196015611290932, "decode.d3.loss_mask": 0.6578860491514206, "decode.d3.loss_dice": 0.8666344866156578, "decode.d4.loss_cls": 0.8265931062400341, "decode.d4.loss_mask": 0.6529157817363739, "decode.d4.loss_dice": 0.8376225486397744, "decode.d5.loss_cls": 0.8309311725199222, "decode.d5.loss_mask": 0.6541277602314949, "decode.d5.loss_dice": 0.859935300052166, "decode.d6.loss_cls": 0.8380921728909015, "decode.d6.loss_mask": 0.6634022280573845, "decode.d6.loss_dice": 0.8677252799272537, "decode.d7.loss_cls": 0.8329356566071511, "decode.d7.loss_mask": 0.6653564870357513, "decode.d7.loss_dice": 0.8735309064388275, "decode.d8.loss_cls": 0.8386084027588367, "decode.d8.loss_mask": 0.6603651136159897, "decode.d8.loss_dice": 0.8761670917272568, "time": 0.5568935155868531, "memory": 7261, "step": 24000}
{"lr": 8.6364596686809e-06, "data_time": 0.009087753295898438, "grad_norm": 87.23811492919921, "loss": 27.19010171890259, "decode.loss_cls": 0.8046277910470963, "decode.loss_mask": 0.6713548347353935, "decode.loss_dice": 1.0483697295188903, "decode.d0.loss_cls": 2.2445446491241454, "decode.d0.loss_mask": 0.7127312839031219, "decode.d0.loss_dice": 1.2072601944208146, "decode.d1.loss_cls": 0.9643551588058472, "decode.d1.loss_mask": 0.7105072051286697, "decode.d1.loss_dice": 1.112149253487587, "decode.d2.loss_cls": 0.8334109842777252, "decode.d2.loss_mask": 0.6792465180158616, "decode.d2.loss_dice": 1.0788223147392273, "decode.d3.loss_cls": 0.7594747334718704, "decode.d3.loss_mask": 0.6969368875026702, "decode.d3.loss_dice": 1.0836265444755555, "decode.d4.loss_cls": 0.7510549664497376, "decode.d4.loss_mask": 0.6916876852512359, "decode.d4.loss_dice": 1.0789933413267137, "decode.d5.loss_cls": 0.7918635189533234, "decode.d5.loss_mask": 0.6929135203361512, "decode.d5.loss_dice": 1.0584373086690904, "decode.d6.loss_cls": 0.7504835486412048, "decode.d6.loss_mask": 0.6993537962436676, "decode.d6.loss_dice": 1.0487470030784607, "decode.d7.loss_cls": 0.7340774178504944, "decode.d7.loss_mask": 0.6879332140088081, "decode.d7.loss_dice": 1.063079771399498, "decode.d8.loss_cls": 0.8181044280529022, "decode.d8.loss_mask": 0.6749543771147728, "decode.d8.loss_dice": 1.040999284386635, "time": 0.5567126274108887, "memory": 7273, "step": 24050}
{"lr": 8.633600913014755e-06, "data_time": 0.009111404418945312, "grad_norm": 84.91985893249512, "loss": 31.48470859527588, "decode.loss_cls": 0.9800091624259949, "decode.loss_mask": 0.7644321203231812, "decode.loss_dice": 1.2139598071575164, "decode.d0.loss_cls": 2.1906978368759153, "decode.d0.loss_mask": 0.8168533265590667, "decode.d0.loss_dice": 1.4418221324682237, "decode.d1.loss_cls": 1.0253274232149123, "decode.d1.loss_mask": 0.7375652343034744, "decode.d1.loss_dice": 1.2957134783267974, "decode.d2.loss_cls": 0.9212880700826644, "decode.d2.loss_mask": 0.7589259386062622, "decode.d2.loss_dice": 1.2991643249988556, "decode.d3.loss_cls": 0.9391163125634193, "decode.d3.loss_mask": 0.7751705169677734, "decode.d3.loss_dice": 1.2919398635625838, "decode.d4.loss_cls": 0.9635155498981476, "decode.d4.loss_mask": 0.7659323334693908, "decode.d4.loss_dice": 1.2859003961086273, "decode.d5.loss_cls": 0.9457372844219207, "decode.d5.loss_mask": 0.752937063574791, "decode.d5.loss_dice": 1.2990864843130112, "decode.d6.loss_cls": 0.9726970344781876, "decode.d6.loss_mask": 0.7560438066720963, "decode.d6.loss_dice": 1.2544356048107148, "decode.d7.loss_cls": 1.0001468449831008, "decode.d7.loss_mask": 0.7592952728271485, "decode.d7.loss_dice": 1.2528407752513886, "decode.d8.loss_cls": 0.9845013320446014, "decode.d8.loss_mask": 0.7785661607980728, "decode.d8.loss_dice": 1.261086243391037, "time": 0.5293843269348144, "memory": 7213, "step": 24100}
{"lr": 8.630742052168022e-06, "data_time": 0.009091901779174804, "grad_norm": 92.7739356994629, "loss": 36.86699209213257, "decode.loss_cls": 1.1688328102231025, "decode.loss_mask": 0.9071513116359711, "decode.loss_dice": 1.4167206287384033, "decode.d0.loss_cls": 2.554593861103058, "decode.d0.loss_mask": 0.9236448422074318, "decode.d0.loss_dice": 1.561851504445076, "decode.d1.loss_cls": 1.280389767885208, "decode.d1.loss_mask": 0.9983795195817947, "decode.d1.loss_dice": 1.49987173974514, "decode.d2.loss_cls": 1.167189972102642, "decode.d2.loss_mask": 0.956824180483818, "decode.d2.loss_dice": 1.4858349204063415, "decode.d3.loss_cls": 1.197194403409958, "decode.d3.loss_mask": 0.9301111549139023, "decode.d3.loss_dice": 1.4434282451868057, "decode.d4.loss_cls": 1.1947938054800034, "decode.d4.loss_mask": 0.9379787787795066, "decode.d4.loss_dice": 1.432743176817894, "decode.d5.loss_cls": 1.1425173044204713, "decode.d5.loss_mask": 0.9389159828424454, "decode.d5.loss_dice": 1.3933223992586137, "decode.d6.loss_cls": 1.0838716492056846, "decode.d6.loss_mask": 0.9359884977340698, "decode.d6.loss_dice": 1.439588224887848, "decode.d7.loss_cls": 1.110702310502529, "decode.d7.loss_mask": 0.9379627376794815, "decode.d7.loss_dice": 1.4248524844646453, "decode.d8.loss_cls": 1.1082121133804321, "decode.d8.loss_mask": 0.9025627002120018, "decode.d8.loss_dice": 1.390960893034935, "time": 0.5530800342559814, "memory": 7234, "step": 24150}
{"lr": 8.627883086098122e-06, "data_time": 0.008878469467163086, "grad_norm": 88.49915466308593, "loss": 29.297337913513182, "decode.loss_cls": 0.964876675605774, "decode.loss_mask": 0.5649868100881577, "decode.loss_dice": 1.1825760662555695, "decode.d0.loss_cls": 2.4224880218505858, "decode.d0.loss_mask": 0.6330299615859986, "decode.d0.loss_dice": 1.356487262248993, "decode.d1.loss_cls": 1.2070957183837892, "decode.d1.loss_mask": 0.5831384390592576, "decode.d1.loss_dice": 1.193574732542038, "decode.d2.loss_cls": 1.0992761969566345, "decode.d2.loss_mask": 0.5820227950811386, "decode.d2.loss_dice": 1.1515563130378723, "decode.d3.loss_cls": 0.947932967543602, "decode.d3.loss_mask": 0.5767877638339997, "decode.d3.loss_dice": 1.1821919560432435, "decode.d4.loss_cls": 1.0125522494316102, "decode.d4.loss_mask": 0.5781444936990738, "decode.d4.loss_dice": 1.189191961288452, "decode.d5.loss_cls": 1.0051946967840195, "decode.d5.loss_mask": 0.5690532475709915, "decode.d5.loss_dice": 1.1600136935710907, "decode.d6.loss_cls": 0.9491526424884796, "decode.d6.loss_mask": 0.5720724418759346, "decode.d6.loss_dice": 1.1751685976982116, "decode.d7.loss_cls": 0.9401355355978012, "decode.d7.loss_mask": 0.5766072526574135, "decode.d7.loss_dice": 1.1602464973926545, "decode.d8.loss_cls": 0.9880618214607239, "decode.d8.loss_mask": 0.5885495930910111, "decode.d8.loss_dice": 1.1851708889007568, "time": 0.5318042993545532, "memory": 7253, "step": 24200}
{"lr": 8.625024014762441e-06, "data_time": 0.009017300605773926, "grad_norm": 88.80267181396485, "loss": 29.222445487976074, "decode.loss_cls": 0.9348726883530617, "decode.loss_mask": 0.6575605690479278, "decode.loss_dice": 1.0851758658885955, "decode.d0.loss_cls": 2.2697251558303835, "decode.d0.loss_mask": 0.7441694110631942, "decode.d0.loss_dice": 1.4413307785987854, "decode.d1.loss_cls": 1.1412881895899774, "decode.d1.loss_mask": 0.6664614051580429, "decode.d1.loss_dice": 1.2681743681430817, "decode.d2.loss_cls": 1.0176683604717254, "decode.d2.loss_mask": 0.6776605367660522, "decode.d2.loss_dice": 1.1390727877616882, "decode.d3.loss_cls": 0.9323217257857322, "decode.d3.loss_mask": 0.6685051798820496, "decode.d3.loss_dice": 1.0802697986364365, "decode.d4.loss_cls": 0.9803704917430878, "decode.d4.loss_mask": 0.6435003459453583, "decode.d4.loss_dice": 1.082174688577652, "decode.d5.loss_cls": 0.9676393613219261, "decode.d5.loss_mask": 0.6372112780809402, "decode.d5.loss_dice": 1.084519737958908, "decode.d6.loss_cls": 0.9238029927015304, "decode.d6.loss_mask": 0.6457719147205353, "decode.d6.loss_dice": 1.093045723438263, "decode.d7.loss_cls": 0.9466924831271172, "decode.d7.loss_mask": 0.6451297521591186, "decode.d7.loss_dice": 1.1078697949647904, "decode.d8.loss_cls": 0.956821209192276, "decode.d8.loss_mask": 0.6551433295011521, "decode.d8.loss_dice": 1.1284955024719239, "time": 0.5300078392028809, "memory": 7261, "step": 24250}
{"lr": 8.622164838118319e-06, "data_time": 0.009088850021362305, "grad_norm": 88.5466682434082, "loss": 27.28712930679321, "decode.loss_cls": 0.8061899751424789, "decode.loss_mask": 0.7167919963598252, "decode.loss_dice": 0.9936606615781785, "decode.d0.loss_cls": 2.3918927550315856, "decode.d0.loss_mask": 0.7912365287542343, "decode.d0.loss_dice": 1.1812170565128326, "decode.d1.loss_cls": 0.9967129588127136, "decode.d1.loss_mask": 0.7546132802963257, "decode.d1.loss_dice": 1.0480190962553024, "decode.d2.loss_cls": 0.8395485043525696, "decode.d2.loss_mask": 0.7158962070941925, "decode.d2.loss_dice": 0.9728778243064881, "decode.d3.loss_cls": 0.8796918392181396, "decode.d3.loss_mask": 0.716445454955101, "decode.d3.loss_dice": 0.9715259402990342, "decode.d4.loss_cls": 0.7956164836883545, "decode.d4.loss_mask": 0.7207530856132507, "decode.d4.loss_dice": 1.003953367471695, "decode.d5.loss_cls": 0.7536928832530976, "decode.d5.loss_mask": 0.7135503053665161, "decode.d5.loss_dice": 1.015644723176956, "decode.d6.loss_cls": 0.7948783367872239, "decode.d6.loss_mask": 0.7146325051784516, "decode.d6.loss_dice": 0.9963634759187698, "decode.d7.loss_cls": 0.7422976434230805, "decode.d7.loss_mask": 0.7245105922222137, "decode.d7.loss_dice": 1.014189898967743, "decode.d8.loss_cls": 0.7879030585289002, "decode.d8.loss_mask": 0.7198438167572021, "decode.d8.loss_dice": 1.0129798710346223, "time": 0.5514623641967773, "memory": 7283, "step": 24300}
{"lr": 8.61930555612308e-06, "data_time": 0.009192514419555663, "grad_norm": 85.38472137451171, "loss": 28.261771965026856, "decode.loss_cls": 0.8262738518416881, "decode.loss_mask": 0.8092910557985306, "decode.loss_dice": 0.9674958199262619, "decode.d0.loss_cls": 2.0107122361660004, "decode.d0.loss_mask": 0.8344960242509842, "decode.d0.loss_dice": 1.1312114238739013, "decode.d1.loss_cls": 1.1227286532521248, "decode.d1.loss_mask": 0.7651749640703202, "decode.d1.loss_dice": 0.9900374948978424, "decode.d2.loss_cls": 1.1039403632283211, "decode.d2.loss_mask": 0.7875806123018265, "decode.d2.loss_dice": 0.993188327550888, "decode.d3.loss_cls": 0.9376211538910866, "decode.d3.loss_mask": 0.7709922105073929, "decode.d3.loss_dice": 0.9740460693836213, "decode.d4.loss_cls": 0.8749904409050941, "decode.d4.loss_mask": 0.8041928201913834, "decode.d4.loss_dice": 0.9813888192176818, "decode.d5.loss_cls": 0.9131254449486732, "decode.d5.loss_mask": 0.7917547732591629, "decode.d5.loss_dice": 0.9709463387727737, "decode.d6.loss_cls": 0.8327744364738464, "decode.d6.loss_mask": 0.8148113638162613, "decode.d6.loss_dice": 0.9746249973773956, "decode.d7.loss_cls": 0.869229681789875, "decode.d7.loss_mask": 0.7922158181667328, "decode.d7.loss_dice": 0.9809091269969941, "decode.d8.loss_cls": 0.8707047738134861, "decode.d8.loss_mask": 0.7944225192070007, "decode.d8.loss_dice": 0.9708916246891022, "time": 0.5272435665130615, "memory": 7224, "step": 24350}
{"lr": 8.616446168734e-06, "data_time": 0.008948230743408203, "grad_norm": 87.52559661865234, "loss": 37.329148292541504, "decode.loss_cls": 1.106136867403984, "decode.loss_mask": 0.9651834577322006, "decode.loss_dice": 1.3681049585342406, "decode.d0.loss_cls": 2.592818856239319, "decode.d0.loss_mask": 0.950452908873558, "decode.d0.loss_dice": 1.668184185028076, "decode.d1.loss_cls": 1.3437418580055236, "decode.d1.loss_mask": 0.9601962596178055, "decode.d1.loss_dice": 1.487757045030594, "decode.d2.loss_cls": 1.2109400391578675, "decode.d2.loss_mask": 0.9688709408044816, "decode.d2.loss_dice": 1.4625558614730836, "decode.d3.loss_cls": 1.1712326914072038, "decode.d3.loss_mask": 0.9733286514878273, "decode.d3.loss_dice": 1.4221834778785705, "decode.d4.loss_cls": 1.092325747013092, "decode.d4.loss_mask": 0.9975951179862023, "decode.d4.loss_dice": 1.4127289712429048, "decode.d5.loss_cls": 1.0987740218639375, "decode.d5.loss_mask": 1.0085910081863403, "decode.d5.loss_dice": 1.4387615323066711, "decode.d6.loss_cls": 1.0926083326339722, "decode.d6.loss_mask": 1.0179261043667793, "decode.d6.loss_dice": 1.4282282292842865, "decode.d7.loss_cls": 1.1200282841920852, "decode.d7.loss_mask": 1.020197333395481, "decode.d7.loss_dice": 1.4375072777271272, "decode.d8.loss_cls": 1.126458004117012, "decode.d8.loss_mask": 0.9660101220011711, "decode.d8.loss_dice": 1.4197203755378722, "time": 0.5267643690109253, "memory": 7261, "step": 24400}
{"lr": 8.61358667590834e-06, "data_time": 0.009054970741271973, "grad_norm": 83.87455368041992, "loss": 29.020267295837403, "decode.loss_cls": 0.961468705534935, "decode.loss_mask": 0.5734399199485779, "decode.loss_dice": 1.1126161515712738, "decode.d0.loss_cls": 2.450438976287842, "decode.d0.loss_mask": 0.6223926991224289, "decode.d0.loss_dice": 1.3328185379505157, "decode.d1.loss_cls": 1.1563868284225465, "decode.d1.loss_mask": 0.5915317177772522, "decode.d1.loss_dice": 1.2300732165575028, "decode.d2.loss_cls": 1.0354760348796845, "decode.d2.loss_mask": 0.5955820769071579, "decode.d2.loss_dice": 1.1396253943443297, "decode.d3.loss_cls": 0.9825083315372467, "decode.d3.loss_mask": 0.5938888370990754, "decode.d3.loss_dice": 1.1537210911512374, "decode.d4.loss_cls": 0.9421523839235306, "decode.d4.loss_mask": 0.5853546053171158, "decode.d4.loss_dice": 1.177837797999382, "decode.d5.loss_cls": 0.9690179109573365, "decode.d5.loss_mask": 0.5885969221591949, "decode.d5.loss_dice": 1.168042665719986, "decode.d6.loss_cls": 0.9870476067066193, "decode.d6.loss_mask": 0.5712448626756668, "decode.d6.loss_dice": 1.1135823220014571, "decode.d7.loss_cls": 0.9704215884208679, "decode.d7.loss_mask": 0.5674208968877792, "decode.d7.loss_dice": 1.1454927295446395, "decode.d8.loss_cls": 0.9614662766456604, "decode.d8.loss_mask": 0.588389328122139, "decode.d8.loss_dice": 1.152229917049408, "time": 0.5284525394439697, "memory": 7231, "step": 24450}
{"lr": 8.610727077603313e-06, "data_time": 0.009132099151611329, "grad_norm": 95.85371551513671, "loss": 31.09737548828125, "decode.loss_cls": 0.9840028047561645, "decode.loss_mask": 0.663203838467598, "decode.loss_dice": 1.2038432657718658, "decode.d0.loss_cls": 2.390060746669769, "decode.d0.loss_mask": 0.6634512454271316, "decode.d0.loss_dice": 1.2994000971317292, "decode.d1.loss_cls": 1.360972633957863, "decode.d1.loss_mask": 0.6621030360460282, "decode.d1.loss_dice": 1.292622298002243, "decode.d2.loss_cls": 1.1213582575321197, "decode.d2.loss_mask": 0.6718790322542191, "decode.d2.loss_dice": 1.2572461664676666, "decode.d3.loss_cls": 1.0667030930519104, "decode.d3.loss_mask": 0.673625847697258, "decode.d3.loss_dice": 1.235057634115219, "decode.d4.loss_cls": 1.0869981914758682, "decode.d4.loss_mask": 0.6455466270446777, "decode.d4.loss_dice": 1.2377557337284089, "decode.d5.loss_cls": 1.028229358792305, "decode.d5.loss_mask": 0.6395774781703949, "decode.d5.loss_dice": 1.213329541683197, "decode.d6.loss_cls": 1.0303712844848634, "decode.d6.loss_mask": 0.6588310211896896, "decode.d6.loss_dice": 1.2010827720165254, "decode.d7.loss_cls": 1.0538905948400497, "decode.d7.loss_mask": 0.6625130742788314, "decode.d7.loss_dice": 1.2099343240261078, "decode.d8.loss_cls": 1.0017090439796448, "decode.d8.loss_mask": 0.6688908219337464, "decode.d8.loss_dice": 1.2131858885288238, "time": 0.5568494319915771, "memory": 7212, "step": 24500}
{"lr": 8.607867373776104e-06, "data_time": 0.008898210525512696, "grad_norm": 97.91904373168946, "loss": 26.822764015197755, "decode.loss_cls": 0.6543739378452301, "decode.loss_mask": 0.7804541051387787, "decode.loss_dice": 1.0681345343589783, "decode.d0.loss_cls": 1.9745266437530518, "decode.d0.loss_mask": 0.7775867640972137, "decode.d0.loss_dice": 1.1652080833911895, "decode.d1.loss_cls": 0.8256276160478592, "decode.d1.loss_mask": 0.7978503584861756, "decode.d1.loss_dice": 1.116575539112091, "decode.d2.loss_cls": 0.6639319509267807, "decode.d2.loss_mask": 0.7815723896026612, "decode.d2.loss_dice": 1.1179353535175323, "decode.d3.loss_cls": 0.7000366419553756, "decode.d3.loss_mask": 0.7645837664604187, "decode.d3.loss_dice": 1.1083778411149978, "decode.d4.loss_cls": 0.7052303493022919, "decode.d4.loss_mask": 0.7421034872531891, "decode.d4.loss_dice": 1.0830167174339294, "decode.d5.loss_cls": 0.6361356765031815, "decode.d5.loss_mask": 0.7942140519618988, "decode.d5.loss_dice": 1.0951183617115021, "decode.d6.loss_cls": 0.6006649792194366, "decode.d6.loss_mask": 0.7869115352630616, "decode.d6.loss_dice": 1.0918594300746918, "decode.d7.loss_cls": 0.6438159555196762, "decode.d7.loss_mask": 0.7609069347381592, "decode.d7.loss_dice": 1.0965737700462341, "decode.d8.loss_cls": 0.6602973818778992, "decode.d8.loss_mask": 0.759249085187912, "decode.d8.loss_dice": 1.0698912978172301, "time": 0.5276988267898559, "memory": 7206, "step": 24550}
{"lr": 8.60500756438386e-06, "data_time": 0.009073710441589356, "grad_norm": 90.58010635375976, "loss": 31.143416452407838, "decode.loss_cls": 0.8265087500214576, "decode.loss_mask": 0.9640399396419526, "decode.loss_dice": 1.1676350444555283, "decode.d0.loss_cls": 2.2069416761398317, "decode.d0.loss_mask": 0.964316326379776, "decode.d0.loss_dice": 1.3341084599494935, "decode.d1.loss_cls": 0.8946326352655888, "decode.d1.loss_mask": 0.9384244397282601, "decode.d1.loss_dice": 1.203582289814949, "decode.d2.loss_cls": 0.733113182336092, "decode.d2.loss_mask": 0.946475937962532, "decode.d2.loss_dice": 1.1939238876104354, "decode.d3.loss_cls": 0.8307664498686791, "decode.d3.loss_mask": 0.9366894125938415, "decode.d3.loss_dice": 1.2096497535705566, "decode.d4.loss_cls": 0.7970703586935997, "decode.d4.loss_mask": 0.9122065141797066, "decode.d4.loss_dice": 1.2094110235571862, "decode.d5.loss_cls": 0.7586480736732483, "decode.d5.loss_mask": 0.9734214156866073, "decode.d5.loss_dice": 1.201700547337532, "decode.d6.loss_cls": 0.7812123000621796, "decode.d6.loss_mask": 0.9737302660942078, "decode.d6.loss_dice": 1.1886178091168405, "decode.d7.loss_cls": 0.8564512863755226, "decode.d7.loss_mask": 0.9645766347646714, "decode.d7.loss_dice": 1.1914814174175263, "decode.d8.loss_cls": 0.8189808100461959, "decode.d8.loss_mask": 0.9497252315282821, "decode.d8.loss_dice": 1.2153765082359314, "time": 0.5285142183303833, "memory": 7275, "step": 24600}
{"lr": 8.602147649383708e-06, "data_time": 0.008978629112243652, "grad_norm": 87.78814277648925, "loss": 31.85707378387451, "decode.loss_cls": 0.9975943177938461, "decode.loss_mask": 0.7956509381532669, "decode.loss_dice": 1.2228273153305054, "decode.d0.loss_cls": 2.170331972837448, "decode.d0.loss_mask": 0.8638359814882278, "decode.d0.loss_dice": 1.4166977763175965, "decode.d1.loss_cls": 1.0456158101558686, "decode.d1.loss_mask": 0.7742002755403519, "decode.d1.loss_dice": 1.3055492520332337, "decode.d2.loss_cls": 1.1129328548908233, "decode.d2.loss_mask": 0.784777107834816, "decode.d2.loss_dice": 1.3062844693660736, "decode.d3.loss_cls": 1.062898850440979, "decode.d3.loss_mask": 0.7783944487571717, "decode.d3.loss_dice": 1.2301653444766998, "decode.d4.loss_cls": 1.0446972846984863, "decode.d4.loss_mask": 0.7841095089912414, "decode.d4.loss_dice": 1.2246455729007721, "decode.d5.loss_cls": 1.0692579686641692, "decode.d5.loss_mask": 0.7628689020872116, "decode.d5.loss_dice": 1.2066565066576005, "decode.d6.loss_cls": 0.9655270218849182, "decode.d6.loss_mask": 0.7666685372591019, "decode.d6.loss_dice": 1.207269823551178, "decode.d7.loss_cls": 0.9723313093185425, "decode.d7.loss_mask": 0.794995978474617, "decode.d7.loss_dice": 1.208969122171402, "decode.d8.loss_cls": 0.986590176820755, "decode.d8.loss_mask": 0.7870254158973694, "decode.d8.loss_dice": 1.2077039569616317, "time": 0.5289945363998413, "memory": 7260, "step": 24650}
{"lr": 8.599287628732723e-06, "data_time": 0.00904858112335205, "grad_norm": 84.9943172454834, "loss": 28.98296375274658, "decode.loss_cls": 0.8440975926816463, "decode.loss_mask": 0.7702697351574898, "decode.loss_dice": 1.0128525137901305, "decode.d0.loss_cls": 2.3452887773513793, "decode.d0.loss_mask": 0.8561594605445861, "decode.d0.loss_dice": 1.1482655227184295, "decode.d1.loss_cls": 1.0111568167805671, "decode.d1.loss_mask": 0.8133307278156281, "decode.d1.loss_dice": 1.1076630085706711, "decode.d2.loss_cls": 0.9205527022480965, "decode.d2.loss_mask": 0.8093616187572479, "decode.d2.loss_dice": 1.0387379944324493, "decode.d3.loss_cls": 0.8106689669191838, "decode.d3.loss_mask": 0.860985267162323, "decode.d3.loss_dice": 1.050979495048523, "decode.d4.loss_cls": 0.8242064550518989, "decode.d4.loss_mask": 0.859226593375206, "decode.d4.loss_dice": 1.0299976468086243, "decode.d5.loss_cls": 0.8376280039548873, "decode.d5.loss_mask": 0.8732581496238708, "decode.d5.loss_dice": 1.0633014172315598, "decode.d6.loss_cls": 0.8363847672939301, "decode.d6.loss_mask": 0.8601731836795807, "decode.d6.loss_dice": 1.0193340986967088, "decode.d7.loss_cls": 0.8974449023604393, "decode.d7.loss_mask": 0.7817286223173141, "decode.d7.loss_dice": 1.02564694583416, "decode.d8.loss_cls": 0.8786578930914402, "decode.d8.loss_mask": 0.7709805771708489, "decode.d8.loss_dice": 1.0246246457099915, "time": 0.5271267652511596, "memory": 7194, "step": 24700}
{"lr": 8.596427502387958e-06, "data_time": 0.009228110313415527, "grad_norm": 92.86342010498046, "loss": 33.10994682312012, "decode.loss_cls": 0.9955843836069107, "decode.loss_mask": 1.0092527568340302, "decode.loss_dice": 1.120010793209076, "decode.d0.loss_cls": 2.3950768947601317, "decode.d0.loss_mask": 1.0452910661697388, "decode.d0.loss_dice": 1.404695200920105, "decode.d1.loss_cls": 1.1969307839870453, "decode.d1.loss_mask": 1.0214573085308074, "decode.d1.loss_dice": 1.299313348531723, "decode.d2.loss_cls": 1.0569940567016602, "decode.d2.loss_mask": 0.9889856159687043, "decode.d2.loss_dice": 1.193806880712509, "decode.d3.loss_cls": 0.987827068567276, "decode.d3.loss_mask": 1.007872873544693, "decode.d3.loss_dice": 1.1451291501522065, "decode.d4.loss_cls": 0.9825123906135559, "decode.d4.loss_mask": 1.0079168319702148, "decode.d4.loss_dice": 1.1100668728351593, "decode.d5.loss_cls": 0.9138566225767135, "decode.d5.loss_mask": 1.0109663248062133, "decode.d5.loss_dice": 1.1491263926029205, "decode.d6.loss_cls": 0.9539237201213837, "decode.d6.loss_mask": 0.9053906738758087, "decode.d6.loss_dice": 1.0912398815155029, "decode.d7.loss_cls": 0.980003172159195, "decode.d7.loss_mask": 0.9670781672000885, "decode.d7.loss_dice": 1.1025096893310546, "decode.d8.loss_cls": 0.9539850652217865, "decode.d8.loss_mask": 0.9844766318798065, "decode.d8.loss_dice": 1.1286671161651611, "time": 0.5291368961334229, "memory": 7237, "step": 24750}
{"lr": 8.593567270306445e-06, "data_time": 0.008893275260925293, "grad_norm": 85.7109203338623, "loss": 29.106701946258546, "decode.loss_cls": 0.799443107843399, "decode.loss_mask": 0.8458767622709275, "decode.loss_dice": 1.0777570962905885, "decode.d0.loss_cls": 2.2155183792114257, "decode.d0.loss_mask": 0.9097617655992508, "decode.d0.loss_dice": 1.237498763203621, "decode.d1.loss_cls": 0.8996963307261467, "decode.d1.loss_mask": 0.8740836620330811, "decode.d1.loss_dice": 1.2203359574079513, "decode.d2.loss_cls": 0.8799181312322617, "decode.d2.loss_mask": 0.8186619013547898, "decode.d2.loss_dice": 1.122073045372963, "decode.d3.loss_cls": 0.784007802605629, "decode.d3.loss_mask": 0.8415790349245071, "decode.d3.loss_dice": 1.092746752500534, "decode.d4.loss_cls": 0.7545634612441063, "decode.d4.loss_mask": 0.8366361200809479, "decode.d4.loss_dice": 1.0912494599819182, "decode.d5.loss_cls": 0.8021458722651005, "decode.d5.loss_mask": 0.8419957995414734, "decode.d5.loss_dice": 1.0944873869419098, "decode.d6.loss_cls": 0.7750474341213703, "decode.d6.loss_mask": 0.8250856459140777, "decode.d6.loss_dice": 1.0707572519779205, "decode.d7.loss_cls": 0.7685530677437782, "decode.d7.loss_mask": 0.8427596628665924, "decode.d7.loss_dice": 1.084027111530304, "decode.d8.loss_cls": 0.7979876160621643, "decode.d8.loss_mask": 0.8409674435853958, "decode.d8.loss_dice": 1.061479640007019, "time": 0.5294970035552978, "memory": 7227, "step": 24800}
{"lr": 8.59070693244516e-06, "data_time": 0.009023141860961915, "grad_norm": 102.47945861816406, "loss": 28.732328414916992, "decode.loss_cls": 0.7928821116685867, "decode.loss_mask": 0.7685764908790589, "decode.loss_dice": 1.1228128492832183, "decode.d0.loss_cls": 2.0477567315101624, "decode.d0.loss_mask": 0.827488797903061, "decode.d0.loss_dice": 1.2876961350440979, "decode.d1.loss_cls": 0.9764418601989746, "decode.d1.loss_mask": 0.768340814113617, "decode.d1.loss_dice": 1.231990146636963, "decode.d2.loss_cls": 0.795313709974289, "decode.d2.loss_mask": 0.7777759611606598, "decode.d2.loss_dice": 1.1962340116500854, "decode.d3.loss_cls": 0.7498075604438782, "decode.d3.loss_mask": 0.7722459644079208, "decode.d3.loss_dice": 1.139393723011017, "decode.d4.loss_cls": 0.7802095592021943, "decode.d4.loss_mask": 0.7657224595546722, "decode.d4.loss_dice": 1.1396105587482452, "decode.d5.loss_cls": 0.816817119717598, "decode.d5.loss_mask": 0.7494985103607178, "decode.d5.loss_dice": 1.1174878358840943, "decode.d6.loss_cls": 0.7799520909786224, "decode.d6.loss_mask": 0.7549114972352982, "decode.d6.loss_dice": 1.102529525756836, "decode.d7.loss_cls": 0.8694940596818924, "decode.d7.loss_mask": 0.7728970676660538, "decode.d7.loss_dice": 1.142250907421112, "decode.d8.loss_cls": 0.8195020437240601, "decode.d8.loss_mask": 0.7566381961107254, "decode.d8.loss_dice": 1.1100508511066436, "time": 0.5539110660552978, "memory": 7219, "step": 24850}
{"lr": 8.587846488761048e-06, "data_time": 0.008965682983398438, "grad_norm": 82.04511642456055, "loss": 29.177371120452882, "decode.loss_cls": 0.9298429757356643, "decode.loss_mask": 0.7526908725500107, "decode.loss_dice": 1.0312465250492096, "decode.d0.loss_cls": 2.072450041770935, "decode.d0.loss_mask": 0.8332832217216491, "decode.d0.loss_dice": 1.1974404633045197, "decode.d1.loss_cls": 1.0436703711748123, "decode.d1.loss_mask": 0.82368785738945, "decode.d1.loss_dice": 1.1671510457992553, "decode.d2.loss_cls": 1.0512564837932588, "decode.d2.loss_mask": 0.7832619100809097, "decode.d2.loss_dice": 1.0997052252292634, "decode.d3.loss_cls": 0.9957753002643586, "decode.d3.loss_mask": 0.7642681062221527, "decode.d3.loss_dice": 1.043699038028717, "decode.d4.loss_cls": 0.9791158080101013, "decode.d4.loss_mask": 0.7489264905452728, "decode.d4.loss_dice": 1.0369317650794982, "decode.d5.loss_cls": 0.9437243521213532, "decode.d5.loss_mask": 0.7523363620042801, "decode.d5.loss_dice": 1.0367000341415404, "decode.d6.loss_cls": 0.9725944131612778, "decode.d6.loss_mask": 0.7299897730350494, "decode.d6.loss_dice": 1.011185747385025, "decode.d7.loss_cls": 0.9076912999153137, "decode.d7.loss_mask": 0.7413641422986984, "decode.d7.loss_dice": 1.0140068769454955, "decode.d8.loss_cls": 0.9241426169872284, "decode.d8.loss_mask": 0.7453097224235534, "decode.d8.loss_dice": 1.0439215540885924, "time": 0.5550994396209716, "memory": 7226, "step": 24900}
{"lr": 8.584985939211039e-06, "data_time": 0.008964633941650391, "grad_norm": 85.84465789794922, "loss": 36.572510147094725, "decode.loss_cls": 1.265231618285179, "decode.loss_mask": 0.8377904117107391, "decode.loss_dice": 1.4129529774188996, "decode.d0.loss_cls": 2.400375473499298, "decode.d0.loss_mask": 0.9094702363014221, "decode.d0.loss_dice": 1.6201124250888825, "decode.d1.loss_cls": 1.3872010231018066, "decode.d1.loss_mask": 0.8710044860839844, "decode.d1.loss_dice": 1.481865930557251, "decode.d2.loss_cls": 1.2623935163021087, "decode.d2.loss_mask": 0.8679452031850815, "decode.d2.loss_dice": 1.4336977779865265, "decode.d3.loss_cls": 1.2958325803279878, "decode.d3.loss_mask": 0.841468122601509, "decode.d3.loss_dice": 1.3759414970874786, "decode.d4.loss_cls": 1.259878933429718, "decode.d4.loss_mask": 0.8377149105072021, "decode.d4.loss_dice": 1.370248508453369, "decode.d5.loss_cls": 1.2590836793184281, "decode.d5.loss_mask": 0.8498535335063935, "decode.d5.loss_dice": 1.3801745414733886, "decode.d6.loss_cls": 1.2880024492740632, "decode.d6.loss_mask": 0.8397095799446106, "decode.d6.loss_dice": 1.3611565291881562, "decode.d7.loss_cls": 1.195191240310669, "decode.d7.loss_mask": 0.855446657538414, "decode.d7.loss_dice": 1.3937475323677062, "decode.d8.loss_cls": 1.2108168214559556, "decode.d8.loss_mask": 0.8335820764303208, "decode.d8.loss_dice": 1.3746195554733276, "time": 0.5272530794143677, "memory": 7216, "step": 24950}
{"lr": 8.582125283752013e-06, "data_time": 0.009071707725524902, "grad_norm": 89.8530891418457, "loss": 34.250427436828616, "decode.loss_cls": 0.9909474581480027, "decode.loss_mask": 0.8232160627841949, "decode.loss_dice": 1.3304162859916686, "decode.d0.loss_cls": 2.6429994463920594, "decode.d0.loss_mask": 0.9117998242378235, "decode.d0.loss_dice": 1.571228814125061, "decode.d1.loss_cls": 1.2892340958118438, "decode.d1.loss_mask": 0.8500484138727188, "decode.d1.loss_dice": 1.439604640007019, "decode.d2.loss_cls": 1.1079103171825408, "decode.d2.loss_mask": 0.8236041367053986, "decode.d2.loss_dice": 1.348227423429489, "decode.d3.loss_cls": 1.0353967010974885, "decode.d3.loss_mask": 0.8430552452802658, "decode.d3.loss_dice": 1.328564500808716, "decode.d4.loss_cls": 1.0423056811094285, "decode.d4.loss_mask": 0.8734192758798599, "decode.d4.loss_dice": 1.330494612455368, "decode.d5.loss_cls": 0.989583033323288, "decode.d5.loss_mask": 0.843457755446434, "decode.d5.loss_dice": 1.3372937560081481, "decode.d6.loss_cls": 0.9962387323379517, "decode.d6.loss_mask": 0.8177204996347427, "decode.d6.loss_dice": 1.3458225190639497, "decode.d7.loss_cls": 0.9730055212974549, "decode.d7.loss_mask": 0.8369796365499497, "decode.d7.loss_dice": 1.3442454516887665, "decode.d8.loss_cls": 0.9693534642457962, "decode.d8.loss_mask": 0.8380121797323227, "decode.d8.loss_dice": 1.3762418687343598, "time": 0.5274784088134765, "memory": 7216, "step": 25000}
{"aAcc": 82.53, "mIoU": 49.09, "mAcc": 64.26, "data_time": 0.0019414576876210976, "time": 0.18404546296928984, "step": 25000}
{"lr": 8.579264522340815e-06, "data_time": 0.009335899353027343, "grad_norm": 82.31255111694335, "loss": 30.86383819580078, "decode.loss_cls": 0.9818016678094864, "decode.loss_mask": 0.6999856770038605, "decode.loss_dice": 1.1299316704273223, "decode.d0.loss_cls": 2.506204092502594, "decode.d0.loss_mask": 0.7763158231973648, "decode.d0.loss_dice": 1.3262119531631469, "decode.d1.loss_cls": 1.2159018576145173, "decode.d1.loss_mask": 0.7658115118741989, "decode.d1.loss_dice": 1.2382099747657775, "decode.d2.loss_cls": 1.110169380903244, "decode.d2.loss_mask": 0.7262212961912156, "decode.d2.loss_dice": 1.2125801026821137, "decode.d3.loss_cls": 1.037379914522171, "decode.d3.loss_mask": 0.6863192826509475, "decode.d3.loss_dice": 1.1642769396305084, "decode.d4.loss_cls": 1.0449515193700791, "decode.d4.loss_mask": 0.7071864008903503, "decode.d4.loss_dice": 1.1712213635444642, "decode.d5.loss_cls": 0.9984005153179168, "decode.d5.loss_mask": 0.6992414802312851, "decode.d5.loss_dice": 1.1807380020618439, "decode.d6.loss_cls": 0.9423378735780716, "decode.d6.loss_mask": 0.7012231647968292, "decode.d6.loss_dice": 1.1673623740673065, "decode.d7.loss_cls": 0.9634613633155823, "decode.d7.loss_mask": 0.7118814766407013, "decode.d7.loss_dice": 1.1703372061252595, "decode.d8.loss_cls": 0.9560734659433365, "decode.d8.loss_mask": 0.7065090090036392, "decode.d8.loss_dice": 1.1655913949012757, "time": 0.5300915002822876, "memory": 7246, "step": 25050}
{"lr": 8.576403654934274e-06, "data_time": 0.009385037422180175, "grad_norm": 93.26990051269532, "loss": 27.193183135986327, "decode.loss_cls": 0.8595256179571151, "decode.loss_mask": 0.6736760675907135, "decode.loss_dice": 0.9745016872882843, "decode.d0.loss_cls": 2.4582173943519594, "decode.d0.loss_mask": 0.7135267525911331, "decode.d0.loss_dice": 1.1529614806175232, "decode.d1.loss_cls": 0.9794167071580887, "decode.d1.loss_mask": 0.7467876613140106, "decode.d1.loss_dice": 1.1197311401367187, "decode.d2.loss_cls": 0.8739857852458954, "decode.d2.loss_mask": 0.6786728769540786, "decode.d2.loss_dice": 1.0624284595251083, "decode.d3.loss_cls": 0.7911052495241165, "decode.d3.loss_mask": 0.7065874695777893, "decode.d3.loss_dice": 1.024384117126465, "decode.d4.loss_cls": 0.8417520582675934, "decode.d4.loss_mask": 0.6547131955623626, "decode.d4.loss_dice": 0.9911845982074737, "decode.d5.loss_cls": 0.8846897691488266, "decode.d5.loss_mask": 0.6589342713356018, "decode.d5.loss_dice": 0.9865975171327591, "decode.d6.loss_cls": 0.8211330294609069, "decode.d6.loss_mask": 0.6559366807341576, "decode.d6.loss_dice": 0.9542908906936646, "decode.d7.loss_cls": 0.8247915238142014, "decode.d7.loss_mask": 0.6680644437670707, "decode.d7.loss_dice": 0.9625029176473617, "decode.d8.loss_cls": 0.810099858045578, "decode.d8.loss_mask": 0.6868725389242172, "decode.d8.loss_dice": 0.9761123478412628, "time": 0.5529894351959228, "memory": 7186, "step": 25100}
{"lr": 8.573542681489164e-06, "data_time": 0.0094207763671875, "grad_norm": 79.57091827392578, "loss": 31.198930168151854, "decode.loss_cls": 0.8527425348758697, "decode.loss_mask": 0.7967141181230545, "decode.loss_dice": 1.1924430131912231, "decode.d0.loss_cls": 2.1492434203624726, "decode.d0.loss_mask": 0.8202202558517456, "decode.d0.loss_dice": 1.3971398890018463, "decode.d1.loss_cls": 1.0173539876937867, "decode.d1.loss_mask": 0.8848006814718247, "decode.d1.loss_dice": 1.3169355988502502, "decode.d2.loss_cls": 0.9212367832660675, "decode.d2.loss_mask": 0.8446280151605606, "decode.d2.loss_dice": 1.288191556930542, "decode.d3.loss_cls": 0.9515963226556778, "decode.d3.loss_mask": 0.8203993678092957, "decode.d3.loss_dice": 1.2554514706134796, "decode.d4.loss_cls": 0.9367900222539902, "decode.d4.loss_mask": 0.8156639784574509, "decode.d4.loss_dice": 1.2260077178478241, "decode.d5.loss_cls": 0.9168566316366196, "decode.d5.loss_mask": 0.8011630833148956, "decode.d5.loss_dice": 1.2185087025165557, "decode.d6.loss_cls": 0.8662092536687851, "decode.d6.loss_mask": 0.8222491800785064, "decode.d6.loss_dice": 1.221759569644928, "decode.d7.loss_cls": 0.8827573031187057, "decode.d7.loss_mask": 0.8117169946432113, "decode.d7.loss_dice": 1.2250645399093627, "decode.d8.loss_cls": 0.8754206448793411, "decode.d8.loss_mask": 0.8390498697757721, "decode.d8.loss_dice": 1.230616170167923, "time": 0.5261637449264527, "memory": 7252, "step": 25150}
{"lr": 8.570681601962237e-06, "data_time": 0.009427356719970702, "grad_norm": 81.01886405944825, "loss": 30.743382263183594, "decode.loss_cls": 1.1836613029241563, "decode.loss_mask": 0.6422440320253372, "decode.loss_dice": 1.0716493874788284, "decode.d0.loss_cls": 2.3322765946388246, "decode.d0.loss_mask": 0.6828599125146866, "decode.d0.loss_dice": 1.183130580186844, "decode.d1.loss_cls": 1.323264589905739, "decode.d1.loss_mask": 0.6527186155319213, "decode.d1.loss_dice": 1.1627348005771636, "decode.d2.loss_cls": 1.2627804011106492, "decode.d2.loss_mask": 0.6576822966337204, "decode.d2.loss_dice": 1.1437666863203049, "decode.d3.loss_cls": 1.1376865595579146, "decode.d3.loss_mask": 0.6516726464033127, "decode.d3.loss_dice": 1.1180689692497254, "decode.d4.loss_cls": 1.1503384381532669, "decode.d4.loss_mask": 0.6451722174882889, "decode.d4.loss_dice": 1.0883442908525467, "decode.d5.loss_cls": 1.1961420804262162, "decode.d5.loss_mask": 0.6492884606122971, "decode.d5.loss_dice": 1.0890069961547852, "decode.d6.loss_cls": 1.2006343364715577, "decode.d6.loss_mask": 0.6454928547143937, "decode.d6.loss_dice": 1.0603986501693725, "decode.d7.loss_cls": 1.1772870302200318, "decode.d7.loss_mask": 0.6407240211963654, "decode.d7.loss_dice": 1.07401285469532, "decode.d8.loss_cls": 1.1976497799158097, "decode.d8.loss_mask": 0.6386714369058609, "decode.d8.loss_dice": 1.0840202808380126, "time": 0.52872314453125, "memory": 7197, "step": 25200}
{"lr": 8.567820416310215e-06, "data_time": 0.009448027610778809, "grad_norm": 91.83524742126465, "loss": 31.869716072082518, "decode.loss_cls": 1.0670348405838013, "decode.loss_mask": 0.7980536639690399, "decode.loss_dice": 1.116458237171173, "decode.d0.loss_cls": 2.472588574886322, "decode.d0.loss_mask": 0.9017403781414032, "decode.d0.loss_dice": 1.3304269075393678, "decode.d1.loss_cls": 1.2229652225971221, "decode.d1.loss_mask": 0.828957337141037, "decode.d1.loss_dice": 1.1639993011951446, "decode.d2.loss_cls": 1.12377849817276, "decode.d2.loss_mask": 0.8126270592212677, "decode.d2.loss_dice": 1.1024573355913163, "decode.d3.loss_cls": 1.1250442922115327, "decode.d3.loss_mask": 0.7902292132377624, "decode.d3.loss_dice": 1.0973003506660461, "decode.d4.loss_cls": 1.0860025763511658, "decode.d4.loss_mask": 0.7995156556367874, "decode.d4.loss_dice": 1.1196258425712586, "decode.d5.loss_cls": 1.074534398317337, "decode.d5.loss_mask": 0.8195589989423752, "decode.d5.loss_dice": 1.0958969622850419, "decode.d6.loss_cls": 1.046961283683777, "decode.d6.loss_mask": 0.799967011809349, "decode.d6.loss_dice": 1.1090366214513778, "decode.d7.loss_cls": 1.0818929016590118, "decode.d7.loss_mask": 0.8112400829792022, "decode.d7.loss_dice": 1.0945952653884887, "decode.d8.loss_cls": 1.0856370508670807, "decode.d8.loss_mask": 0.7900499314069748, "decode.d8.loss_dice": 1.1015408664941788, "time": 0.5287086963653564, "memory": 7216, "step": 25250}
{"lr": 8.564959124489779e-06, "data_time": 0.009331274032592773, "grad_norm": 87.15658416748047, "loss": 30.824694061279295, "decode.loss_cls": 1.0208081513643266, "decode.loss_mask": 0.6922207236289978, "decode.loss_dice": 1.1573489159345627, "decode.d0.loss_cls": 2.541541910171509, "decode.d0.loss_mask": 0.7145082294940949, "decode.d0.loss_dice": 1.3217764526605607, "decode.d1.loss_cls": 1.2204717755317689, "decode.d1.loss_mask": 0.6766809165477753, "decode.d1.loss_dice": 1.225921982526779, "decode.d2.loss_cls": 1.0928464889526368, "decode.d2.loss_mask": 0.6801128536462784, "decode.d2.loss_dice": 1.1608449280261994, "decode.d3.loss_cls": 1.0415634483098983, "decode.d3.loss_mask": 0.6630363047122956, "decode.d3.loss_dice": 1.1623639613389969, "decode.d4.loss_cls": 1.114090472459793, "decode.d4.loss_mask": 0.6772666871547699, "decode.d4.loss_dice": 1.1506224125623703, "decode.d5.loss_cls": 1.042266058921814, "decode.d5.loss_mask": 0.6775424152612686, "decode.d5.loss_dice": 1.179834958910942, "decode.d6.loss_cls": 1.0463075637817383, "decode.d6.loss_mask": 0.6913863182067871, "decode.d6.loss_dice": 1.1362006485462188, "decode.d7.loss_cls": 1.0361149996519088, "decode.d7.loss_mask": 0.6886504113674163, "decode.d7.loss_dice": 1.1510185331106186, "decode.d8.loss_cls": 1.021811193227768, "decode.d8.loss_mask": 0.6987883359193802, "decode.d8.loss_dice": 1.1407472014427185, "time": 0.5261936664581299, "memory": 7210, "step": 25300}
{"lr": 8.562097726457576e-06, "data_time": 0.009270906448364258, "grad_norm": 88.93489151000976, "loss": 32.100789642333986, "decode.loss_cls": 0.919871062040329, "decode.loss_mask": 0.7826141446828843, "decode.loss_dice": 1.2947512209415435, "decode.d0.loss_cls": 2.309822177886963, "decode.d0.loss_mask": 0.8474668443202973, "decode.d0.loss_dice": 1.5134238004684448, "decode.d1.loss_cls": 1.114581561088562, "decode.d1.loss_mask": 0.8308782577514648, "decode.d1.loss_dice": 1.4378919303417206, "decode.d2.loss_cls": 1.023457223176956, "decode.d2.loss_mask": 0.8029702633619309, "decode.d2.loss_dice": 1.3089035391807555, "decode.d3.loss_cls": 1.0050602287054062, "decode.d3.loss_mask": 0.7756643503904342, "decode.d3.loss_dice": 1.2556575238704681, "decode.d4.loss_cls": 0.8901103466749192, "decode.d4.loss_mask": 0.8033786565065384, "decode.d4.loss_dice": 1.290253347158432, "decode.d5.loss_cls": 0.9442428112030029, "decode.d5.loss_mask": 0.7854923039674759, "decode.d5.loss_dice": 1.2909077405929565, "decode.d6.loss_cls": 0.9703233242034912, "decode.d6.loss_mask": 0.7629151433706284, "decode.d6.loss_dice": 1.2413495421409606, "decode.d7.loss_cls": 0.9418044090270996, "decode.d7.loss_mask": 0.7632217168807983, "decode.d7.loss_dice": 1.237759244441986, "decode.d8.loss_cls": 0.9669259935617447, "decode.d8.loss_mask": 0.7620636522769928, "decode.d8.loss_dice": 1.227027714252472, "time": 0.5279493808746338, "memory": 7286, "step": 25350}
{"lr": 8.55923622217022e-06, "data_time": 0.009461617469787598, "grad_norm": 83.44880676269531, "loss": 33.63246431350708, "decode.loss_cls": 0.8665819361805915, "decode.loss_mask": 0.8230845749378204, "decode.loss_dice": 1.4022854298353196, "decode.d0.loss_cls": 2.4557626008987428, "decode.d0.loss_mask": 0.895399072766304, "decode.d0.loss_dice": 1.6177294194698333, "decode.d1.loss_cls": 1.0747432202100753, "decode.d1.loss_mask": 0.8767027705907822, "decode.d1.loss_dice": 1.54694607257843, "decode.d2.loss_cls": 0.9139775097370147, "decode.d2.loss_mask": 0.8416965693235398, "decode.d2.loss_dice": 1.4452387690544128, "decode.d3.loss_cls": 0.9367000162601471, "decode.d3.loss_mask": 0.826359286904335, "decode.d3.loss_dice": 1.4253577530384063, "decode.d4.loss_cls": 0.9536397576332092, "decode.d4.loss_mask": 0.832220259308815, "decode.d4.loss_dice": 1.4344666689634322, "decode.d5.loss_cls": 0.9686043947935105, "decode.d5.loss_mask": 0.8386332660913467, "decode.d5.loss_dice": 1.3819718837738038, "decode.d6.loss_cls": 0.8845640525221825, "decode.d6.loss_mask": 0.8294967025518417, "decode.d6.loss_dice": 1.3802572786808014, "decode.d7.loss_cls": 0.8868241429328918, "decode.d7.loss_mask": 0.8286261111497879, "decode.d7.loss_dice": 1.388691136240959, "decode.d8.loss_cls": 0.863043212890625, "decode.d8.loss_mask": 0.8131710410118103, "decode.d8.loss_dice": 1.3996895879507065, "time": 0.5299606323242188, "memory": 7207, "step": 25400}
{"lr": 8.556374611584292e-06, "data_time": 0.009371638298034668, "grad_norm": 85.56376686096192, "loss": 35.92120704650879, "decode.loss_cls": 1.1285012364387512, "decode.loss_mask": 0.815188980102539, "decode.loss_dice": 1.41400166451931, "decode.d0.loss_cls": 2.7075293183326723, "decode.d0.loss_mask": 0.8795506089925766, "decode.d0.loss_dice": 1.6334030389785767, "decode.d1.loss_cls": 1.263946932554245, "decode.d1.loss_mask": 0.8476697653532028, "decode.d1.loss_dice": 1.5778333008289338, "decode.d2.loss_cls": 1.194547837972641, "decode.d2.loss_mask": 0.8212336122989654, "decode.d2.loss_dice": 1.430440890789032, "decode.d3.loss_cls": 1.142069834470749, "decode.d3.loss_mask": 0.8278499454259872, "decode.d3.loss_dice": 1.462981790304184, "decode.d4.loss_cls": 1.0454492449760437, "decode.d4.loss_mask": 0.8364853650331497, "decode.d4.loss_dice": 1.4506407856941224, "decode.d5.loss_cls": 1.0906462907791137, "decode.d5.loss_mask": 0.8357839316129685, "decode.d5.loss_dice": 1.415539526939392, "decode.d6.loss_cls": 1.1571849703788757, "decode.d6.loss_mask": 0.8259406954050064, "decode.d6.loss_dice": 1.3943728685379029, "decode.d7.loss_cls": 1.149170196056366, "decode.d7.loss_mask": 0.8183768719434739, "decode.d7.loss_dice": 1.3981742352247237, "decode.d8.loss_cls": 1.1228459835052491, "decode.d8.loss_mask": 0.8186405003070831, "decode.d8.loss_dice": 1.4152067124843597, "time": 0.5570118427276611, "memory": 7220, "step": 25450}
{"lr": 8.553512894656338e-06, "data_time": 0.009482622146606445, "grad_norm": 91.66571617126465, "loss": 31.01719903945923, "decode.loss_cls": 0.885451826453209, "decode.loss_mask": 0.6777737587690353, "decode.loss_dice": 1.2534008115530013, "decode.d0.loss_cls": 2.4861270904541017, "decode.d0.loss_mask": 0.7551600933074951, "decode.d0.loss_dice": 1.5175672233104707, "decode.d1.loss_cls": 1.0088655352592468, "decode.d1.loss_mask": 0.7659315288066864, "decode.d1.loss_dice": 1.3802688270807266, "decode.d2.loss_cls": 0.9166916772723198, "decode.d2.loss_mask": 0.7520697712898254, "decode.d2.loss_dice": 1.3094571352005004, "decode.d3.loss_cls": 0.9792755722999573, "decode.d3.loss_mask": 0.700829142332077, "decode.d3.loss_dice": 1.254595148563385, "decode.d4.loss_cls": 0.9173794150352478, "decode.d4.loss_mask": 0.7101168602705001, "decode.d4.loss_dice": 1.2827960193157195, "decode.d5.loss_cls": 0.8263917431235314, "decode.d5.loss_mask": 0.7524448186159134, "decode.d5.loss_dice": 1.2973448753356933, "decode.d6.loss_cls": 0.8995053187012673, "decode.d6.loss_mask": 0.7069836586713791, "decode.d6.loss_dice": 1.2581291019916534, "decode.d7.loss_cls": 0.8746177032589912, "decode.d7.loss_mask": 0.7248341411352157, "decode.d7.loss_dice": 1.262606942653656, "decode.d8.loss_cls": 0.8706087648868561, "decode.d8.loss_mask": 0.7161157131195068, "decode.d8.loss_dice": 1.2738607048988342, "time": 0.5282373428344727, "memory": 7304, "step": 25500}
{"lr": 8.550651071342882e-06, "data_time": 0.009421586990356445, "grad_norm": 84.69730377197266, "loss": 29.813705730438233, "decode.loss_cls": 0.9993075251579284, "decode.loss_mask": 0.6900697723031044, "decode.loss_dice": 1.064076793193817, "decode.d0.loss_cls": 2.504520612955093, "decode.d0.loss_mask": 0.7532065451145172, "decode.d0.loss_dice": 1.236601507663727, "decode.d1.loss_cls": 1.1438465803861617, "decode.d1.loss_mask": 0.7046296119689941, "decode.d1.loss_dice": 1.11695396900177, "decode.d2.loss_cls": 1.0009010300040244, "decode.d2.loss_mask": 0.6888719111680984, "decode.d2.loss_dice": 1.1103392511606216, "decode.d3.loss_cls": 1.0249951228499412, "decode.d3.loss_mask": 0.6851863116025925, "decode.d3.loss_dice": 1.077095565199852, "decode.d4.loss_cls": 0.9655189871788025, "decode.d4.loss_mask": 0.6892530977725982, "decode.d4.loss_dice": 1.1014288723468781, "decode.d5.loss_cls": 1.069530126452446, "decode.d5.loss_mask": 0.7063117384910583, "decode.d5.loss_dice": 1.0661307096481323, "decode.d6.loss_cls": 1.061472824215889, "decode.d6.loss_mask": 0.7134911954402924, "decode.d6.loss_dice": 1.0494291365146637, "decode.d7.loss_cls": 1.0565252602100372, "decode.d7.loss_mask": 0.7040708899497986, "decode.d7.loss_dice": 1.0514237493276597, "decode.d8.loss_cls": 1.0010885149240494, "decode.d8.loss_mask": 0.6960032254457473, "decode.d8.loss_dice": 1.0814264863729477, "time": 0.5303786277770997, "memory": 7254, "step": 25550}
{"lr": 8.547789141600395e-06, "data_time": 0.009421539306640626, "grad_norm": 92.03313369750977, "loss": 29.376786518096925, "decode.loss_cls": 0.8181438744068146, "decode.loss_mask": 0.7788094967603684, "decode.loss_dice": 1.1173040390014648, "decode.d0.loss_cls": 2.5038734912872314, "decode.d0.loss_mask": 0.8500977396965027, "decode.d0.loss_dice": 1.2436285108327865, "decode.d1.loss_cls": 1.0068654656410216, "decode.d1.loss_mask": 0.7819798350334167, "decode.d1.loss_dice": 1.2010378897190095, "decode.d2.loss_cls": 0.8619280397891999, "decode.d2.loss_mask": 0.7915237993001938, "decode.d2.loss_dice": 1.1572959184646607, "decode.d3.loss_cls": 0.7905404597520829, "decode.d3.loss_mask": 0.7903857618570328, "decode.d3.loss_dice": 1.1569032102823258, "decode.d4.loss_cls": 0.7415012419223785, "decode.d4.loss_mask": 0.7936163455247879, "decode.d4.loss_dice": 1.156716340780258, "decode.d5.loss_cls": 0.8715283185243606, "decode.d5.loss_mask": 0.7731020271778106, "decode.d5.loss_dice": 1.0883317589759827, "decode.d6.loss_cls": 0.8271003156900406, "decode.d6.loss_mask": 0.7611835911870003, "decode.d6.loss_dice": 1.0838693112134934, "decode.d7.loss_cls": 0.8095026463270187, "decode.d7.loss_mask": 0.7672398909926414, "decode.d7.loss_dice": 1.1082459658384323, "decode.d8.loss_cls": 0.8614893525838851, "decode.d8.loss_mask": 0.7814727306365967, "decode.d8.loss_dice": 1.1015690177679063, "time": 0.530421781539917, "memory": 7259, "step": 25600}
{"lr": 8.54492710538532e-06, "data_time": 0.008948659896850586, "grad_norm": 78.436279296875, "loss": 36.256094741821286, "decode.loss_cls": 1.0586459055542945, "decode.loss_mask": 0.9975022494792938, "decode.loss_dice": 1.3500513434410095, "decode.d0.loss_cls": 2.6385484099388123, "decode.d0.loss_mask": 1.080093252658844, "decode.d0.loss_dice": 1.6254980623722077, "decode.d1.loss_cls": 1.150035110116005, "decode.d1.loss_mask": 1.064123260974884, "decode.d1.loss_dice": 1.4608266651630402, "decode.d2.loss_cls": 1.0629704102873803, "decode.d2.loss_mask": 0.9826613783836364, "decode.d2.loss_dice": 1.3691386699676513, "decode.d3.loss_cls": 1.0764893010258674, "decode.d3.loss_mask": 0.9810689568519593, "decode.d3.loss_dice": 1.3528604209423065, "decode.d4.loss_cls": 1.034184455871582, "decode.d4.loss_mask": 1.013775098323822, "decode.d4.loss_dice": 1.3340123534202575, "decode.d5.loss_cls": 1.0570724055171012, "decode.d5.loss_mask": 1.032005989551544, "decode.d5.loss_dice": 1.3500650882720948, "decode.d6.loss_cls": 1.1004966869950294, "decode.d6.loss_mask": 1.0029300153255463, "decode.d6.loss_dice": 1.3313203036785126, "decode.d7.loss_cls": 1.0523818120360375, "decode.d7.loss_mask": 0.9762278944253922, "decode.d7.loss_dice": 1.3274559319019317, "decode.d8.loss_cls": 1.077779619395733, "decode.d8.loss_mask": 0.9948380708694458, "decode.d8.loss_dice": 1.321035772562027, "time": 0.5294531583786011, "memory": 7284, "step": 25650}
{"lr": 8.542064962654079e-06, "data_time": 0.009033012390136718, "grad_norm": 91.21291046142578, "loss": 28.489209175109863, "decode.loss_cls": 0.9804187834262847, "decode.loss_mask": 0.734754079580307, "decode.loss_dice": 0.9778001248836518, "decode.d0.loss_cls": 2.285270941257477, "decode.d0.loss_mask": 0.7536419183015823, "decode.d0.loss_dice": 1.041478157043457, "decode.d1.loss_cls": 1.0750073313713073, "decode.d1.loss_mask": 0.731840369105339, "decode.d1.loss_dice": 1.0327992379665374, "decode.d2.loss_cls": 1.0227860987186432, "decode.d2.loss_mask": 0.6991292834281921, "decode.d2.loss_dice": 0.9506451666355134, "decode.d3.loss_cls": 1.0093519389629364, "decode.d3.loss_mask": 0.7371599674224854, "decode.d3.loss_dice": 0.9693280309438705, "decode.d4.loss_cls": 1.0368534326553345, "decode.d4.loss_mask": 0.7231617718935013, "decode.d4.loss_dice": 0.9589520335197449, "decode.d5.loss_cls": 0.9896627336740493, "decode.d5.loss_mask": 0.7405764788389206, "decode.d5.loss_dice": 0.9515228152275086, "decode.d6.loss_cls": 1.0225616425275803, "decode.d6.loss_mask": 0.7489811480045319, "decode.d6.loss_dice": 0.9529220819473266, "decode.d7.loss_cls": 0.982547041773796, "decode.d7.loss_mask": 0.7402908235788346, "decode.d7.loss_dice": 0.9730513572692872, "decode.d8.loss_cls": 0.9572056621313095, "decode.d8.loss_mask": 0.7315052092075348, "decode.d8.loss_dice": 0.9780040711164475, "time": 0.5275819063186645, "memory": 7214, "step": 25700}
{"lr": 8.539202713363044e-06, "data_time": 0.009085917472839355, "grad_norm": 88.6281509399414, "loss": 31.190738487243653, "decode.loss_cls": 0.9344006672501564, "decode.loss_mask": 0.8052320450544357, "decode.loss_dice": 1.1148683369159698, "decode.d0.loss_cls": 2.536221516132355, "decode.d0.loss_mask": 0.9268462598323822, "decode.d0.loss_dice": 1.2878066718578338, "decode.d1.loss_cls": 1.2029570877552032, "decode.d1.loss_mask": 0.8425188720226288, "decode.d1.loss_dice": 1.2119947791099548, "decode.d2.loss_cls": 1.0135340601205827, "decode.d2.loss_mask": 0.8442846357822418, "decode.d2.loss_dice": 1.1763926804065705, "decode.d3.loss_cls": 0.9844764783978462, "decode.d3.loss_mask": 0.8038023173809051, "decode.d3.loss_dice": 1.1227253794670105, "decode.d4.loss_cls": 0.9370549246668816, "decode.d4.loss_mask": 0.7939928948879242, "decode.d4.loss_dice": 1.123634397983551, "decode.d5.loss_cls": 0.9548453226685524, "decode.d5.loss_mask": 0.8180971026420594, "decode.d5.loss_dice": 1.14121533036232, "decode.d6.loss_cls": 0.957176661491394, "decode.d6.loss_mask": 0.807343065738678, "decode.d6.loss_dice": 1.1028051316738128, "decode.d7.loss_cls": 0.9697298049926758, "decode.d7.loss_mask": 0.7960072010755539, "decode.d7.loss_dice": 1.1019133269786834, "decode.d8.loss_cls": 0.9527025565505027, "decode.d8.loss_mask": 0.8030034065246582, "decode.d8.loss_dice": 1.1231561660766602, "time": 0.5262075185775756, "memory": 7232, "step": 25750}
{"lr": 8.536340357468562e-06, "data_time": 0.00915532112121582, "grad_norm": 91.26010208129883, "loss": 33.29357089996338, "decode.loss_cls": 0.8303561747074127, "decode.loss_mask": 0.9465616315603256, "decode.loss_dice": 1.2919664204120636, "decode.d0.loss_cls": 2.432503914833069, "decode.d0.loss_mask": 0.968527975678444, "decode.d0.loss_dice": 1.3413582742214203, "decode.d1.loss_cls": 1.069547212123871, "decode.d1.loss_mask": 1.0728330343961716, "decode.d1.loss_dice": 1.3617410212755203, "decode.d2.loss_cls": 0.9220216989517211, "decode.d2.loss_mask": 0.9984850794076919, "decode.d2.loss_dice": 1.3097898364067078, "decode.d3.loss_cls": 0.9215491443872452, "decode.d3.loss_mask": 0.9884039670228958, "decode.d3.loss_dice": 1.28969586789608, "decode.d4.loss_cls": 0.8814672499895095, "decode.d4.loss_mask": 1.0214038252830506, "decode.d4.loss_dice": 1.2847554475069045, "decode.d5.loss_cls": 0.836454913020134, "decode.d5.loss_mask": 1.0201878815889358, "decode.d5.loss_dice": 1.279862529039383, "decode.d6.loss_cls": 0.8290840655565261, "decode.d6.loss_mask": 0.9854657292366028, "decode.d6.loss_dice": 1.2852990806102753, "decode.d7.loss_cls": 0.831166410446167, "decode.d7.loss_mask": 0.9538726687431336, "decode.d7.loss_dice": 1.2779138833284378, "decode.d8.loss_cls": 0.8536158949136734, "decode.d8.loss_mask": 0.9502021938562393, "decode.d8.loss_dice": 1.2574775457382201, "time": 0.5270443201065064, "memory": 7239, "step": 25800}
{"lr": 8.533477894926932e-06, "data_time": 0.008979558944702148, "grad_norm": 88.75360946655273, "loss": 22.551924419403075, "decode.loss_cls": 0.6804573893547058, "decode.loss_mask": 0.5856807991862297, "decode.loss_dice": 0.7753828078508377, "decode.d0.loss_cls": 2.1706077218055726, "decode.d0.loss_mask": 0.6819848880171776, "decode.d0.loss_dice": 0.9626448571681976, "decode.d1.loss_cls": 0.819817966222763, "decode.d1.loss_mask": 0.630407840013504, "decode.d1.loss_dice": 0.8255652621388435, "decode.d2.loss_cls": 0.7767964005470276, "decode.d2.loss_mask": 0.604310829937458, "decode.d2.loss_dice": 0.8346902191638946, "decode.d3.loss_cls": 0.7011798858642578, "decode.d3.loss_mask": 0.599735951423645, "decode.d3.loss_dice": 0.7804009675979614, "decode.d4.loss_cls": 0.6564174577593803, "decode.d4.loss_mask": 0.6031422913074493, "decode.d4.loss_dice": 0.8023786902427673, "decode.d5.loss_cls": 0.6496091440320015, "decode.d5.loss_mask": 0.5928094893693924, "decode.d5.loss_dice": 0.7784637913107872, "decode.d6.loss_cls": 0.657416857779026, "decode.d6.loss_mask": 0.5979646533727646, "decode.d6.loss_dice": 0.7637133821845055, "decode.d7.loss_cls": 0.6397162526845932, "decode.d7.loss_mask": 0.5891223326325417, "decode.d7.loss_dice": 0.7707846969366073, "decode.d8.loss_cls": 0.646608954668045, "decode.d8.loss_mask": 0.5865626603364944, "decode.d8.loss_dice": 0.7875509649515152, "time": 0.5281064510345459, "memory": 7243, "step": 25850}
{"lr": 8.530615325694436e-06, "data_time": 0.009050345420837403, "grad_norm": 84.84223403930665, "loss": 24.129453086853026, "decode.loss_cls": 0.626845259964466, "decode.loss_mask": 0.6825883358716964, "decode.loss_dice": 0.8911727994680405, "decode.d0.loss_cls": 2.0265491008758545, "decode.d0.loss_mask": 0.7457353711128235, "decode.d0.loss_dice": 1.1016320317983628, "decode.d1.loss_cls": 0.7808934912085533, "decode.d1.loss_mask": 0.7172253936529159, "decode.d1.loss_dice": 1.0148043155670166, "decode.d2.loss_cls": 0.6790647216141223, "decode.d2.loss_mask": 0.6961937248706818, "decode.d2.loss_dice": 0.9853312134742737, "decode.d3.loss_cls": 0.6404476866126061, "decode.d3.loss_mask": 0.6875812411308289, "decode.d3.loss_dice": 0.9356381475925446, "decode.d4.loss_cls": 0.5879419103264809, "decode.d4.loss_mask": 0.7027982890605926, "decode.d4.loss_dice": 0.9161648213863373, "decode.d5.loss_cls": 0.5773888364434242, "decode.d5.loss_mask": 0.6967127203941346, "decode.d5.loss_dice": 0.9112396448850631, "decode.d6.loss_cls": 0.599630843102932, "decode.d6.loss_mask": 0.6801166981458664, "decode.d6.loss_dice": 0.8945708394050598, "decode.d7.loss_cls": 0.6269793950021267, "decode.d7.loss_mask": 0.6646360635757447, "decode.d7.loss_dice": 0.8791881024837493, "decode.d8.loss_cls": 0.601523956656456, "decode.d8.loss_mask": 0.6854095563292504, "decode.d8.loss_dice": 0.8934490531682968, "time": 0.5813700437545777, "memory": 7206, "step": 25900}
{"lr": 8.527752649727312e-06, "data_time": 0.009176063537597656, "grad_norm": 83.03355445861817, "loss": 35.7067045211792, "decode.loss_cls": 1.0335140258073807, "decode.loss_mask": 1.0293854415416717, "decode.loss_dice": 1.3053585588932037, "decode.d0.loss_cls": 2.3586750388145448, "decode.d0.loss_mask": 1.158972030878067, "decode.d0.loss_dice": 1.558461332321167, "decode.d1.loss_cls": 1.2297772467136383, "decode.d1.loss_mask": 1.1393098711967469, "decode.d1.loss_dice": 1.3790277898311616, "decode.d2.loss_cls": 1.0098843574523926, "decode.d2.loss_mask": 1.1163760840892791, "decode.d2.loss_dice": 1.382348257303238, "decode.d3.loss_cls": 0.9335139930248261, "decode.d3.loss_mask": 1.0671176671981812, "decode.d3.loss_dice": 1.3586786568164826, "decode.d4.loss_cls": 0.9176156938076019, "decode.d4.loss_mask": 1.0510290384292602, "decode.d4.loss_dice": 1.345268726348877, "decode.d5.loss_cls": 0.9289519697427749, "decode.d5.loss_mask": 1.0464765071868896, "decode.d5.loss_dice": 1.3000140130519866, "decode.d6.loss_cls": 1.0025664180517198, "decode.d6.loss_mask": 1.020364558696747, "decode.d6.loss_dice": 1.2937691390514374, "decode.d7.loss_cls": 0.997907692193985, "decode.d7.loss_mask": 1.0324074387550355, "decode.d7.loss_dice": 1.3206372201442718, "decode.d8.loss_cls": 1.0215735763311387, "decode.d8.loss_mask": 1.032903391122818, "decode.d8.loss_dice": 1.3348191380500793, "time": 0.5279109954833985, "memory": 7245, "step": 25950}
{"lr": 8.524889866981768e-06, "data_time": 0.009050321578979493, "grad_norm": 87.16395263671875, "loss": 32.41914710998535, "decode.loss_cls": 1.0428957909345626, "decode.loss_mask": 0.7706623315811157, "decode.loss_dice": 1.1266942977905274, "decode.d0.loss_cls": 2.4683887362480164, "decode.d0.loss_mask": 0.9383816361427307, "decode.d0.loss_dice": 1.4312103271484375, "decode.d1.loss_cls": 1.177321547269821, "decode.d1.loss_mask": 0.8841309934854508, "decode.d1.loss_dice": 1.3024030148983001, "decode.d2.loss_cls": 1.1297325670719147, "decode.d2.loss_mask": 0.8337776362895966, "decode.d2.loss_dice": 1.1929409742355346, "decode.d3.loss_cls": 1.0896485805511475, "decode.d3.loss_mask": 0.7813875913619995, "decode.d3.loss_dice": 1.1477173209190368, "decode.d4.loss_cls": 1.1171264559030534, "decode.d4.loss_mask": 0.7688908725976944, "decode.d4.loss_dice": 1.1686571657657623, "decode.d5.loss_cls": 1.1020015120506286, "decode.d5.loss_mask": 0.7856286555528641, "decode.d5.loss_dice": 1.1497800946235657, "decode.d6.loss_cls": 1.107461804151535, "decode.d6.loss_mask": 0.7917330086231231, "decode.d6.loss_dice": 1.122285544872284, "decode.d7.loss_cls": 1.0755812406539917, "decode.d7.loss_mask": 0.7886922299861908, "decode.d7.loss_dice": 1.1551114737987518, "decode.d8.loss_cls": 1.06221042573452, "decode.d8.loss_mask": 0.7882488131523132, "decode.d8.loss_dice": 1.1184446692466736, "time": 0.530250072479248, "memory": 7297, "step": 26000}
{"lr": 8.522026977413981e-06, "data_time": 0.009038615226745605, "grad_norm": 97.37860946655273, "loss": 34.16665029525757, "decode.loss_cls": 0.9546916127204895, "decode.loss_mask": 0.723636120557785, "decode.loss_dice": 1.5256044387817382, "decode.d0.loss_cls": 2.5717148542404176, "decode.d0.loss_mask": 0.793665075302124, "decode.d0.loss_dice": 1.7906906485557557, "decode.d1.loss_cls": 1.055727618932724, "decode.d1.loss_mask": 0.7739702582359314, "decode.d1.loss_dice": 1.6654579848051072, "decode.d2.loss_cls": 1.030838543176651, "decode.d2.loss_mask": 0.7174687266349793, "decode.d2.loss_dice": 1.5488868296146392, "decode.d3.loss_cls": 0.9647258967161179, "decode.d3.loss_mask": 0.7220785677433014, "decode.d3.loss_dice": 1.531726223230362, "decode.d4.loss_cls": 0.8754203587770462, "decode.d4.loss_mask": 0.7258441597223282, "decode.d4.loss_dice": 1.552737408876419, "decode.d5.loss_cls": 0.847414317727089, "decode.d5.loss_mask": 0.7288460940122604, "decode.d5.loss_dice": 1.567910611629486, "decode.d6.loss_cls": 0.8675872534513474, "decode.d6.loss_mask": 0.7070470094680786, "decode.d6.loss_dice": 1.520744052529335, "decode.d7.loss_cls": 0.9166744381189347, "decode.d7.loss_mask": 0.7263227492570877, "decode.d7.loss_dice": 1.5236860662698746, "decode.d8.loss_cls": 0.9361293911933899, "decode.d8.loss_mask": 0.7532776772975922, "decode.d8.loss_dice": 1.546124768257141, "time": 0.52674241065979, "memory": 7242, "step": 26050}
{"lr": 8.519163980980083e-06, "data_time": 0.009052348136901856, "grad_norm": 90.27694664001464, "loss": 31.19987907409668, "decode.loss_cls": 0.7721674680709839, "decode.loss_mask": 0.839801698923111, "decode.loss_dice": 1.210245966911316, "decode.d0.loss_cls": 2.444608509540558, "decode.d0.loss_mask": 0.9091566622257232, "decode.d0.loss_dice": 1.4391871511936187, "decode.d1.loss_cls": 1.1180132687091828, "decode.d1.loss_mask": 0.8195912003517151, "decode.d1.loss_dice": 1.3423575431108474, "decode.d2.loss_cls": 0.9898326963186264, "decode.d2.loss_mask": 0.8114342540502548, "decode.d2.loss_dice": 1.2797995209693909, "decode.d3.loss_cls": 0.8528547674417496, "decode.d3.loss_mask": 0.8336683690547944, "decode.d3.loss_dice": 1.2303286135196685, "decode.d4.loss_cls": 0.7846021354198456, "decode.d4.loss_mask": 0.8392163813114166, "decode.d4.loss_dice": 1.246353605389595, "decode.d5.loss_cls": 0.7879204049706459, "decode.d5.loss_mask": 0.8156313896179199, "decode.d5.loss_dice": 1.2473766475915908, "decode.d6.loss_cls": 0.8113933458924294, "decode.d6.loss_mask": 0.8235401332378387, "decode.d6.loss_dice": 1.2241172909736633, "decode.d7.loss_cls": 0.8265223622322082, "decode.d7.loss_mask": 0.8145656287670135, "decode.d7.loss_dice": 1.2142354190349578, "decode.d8.loss_cls": 0.8101160734891891, "decode.d8.loss_mask": 0.8273489236831665, "decode.d8.loss_dice": 1.2338901519775392, "time": 0.528009581565857, "memory": 7243, "step": 26100}
{"lr": 8.516300877636168e-06, "data_time": 0.00927722454071045, "grad_norm": 84.83538284301758, "loss": 33.47750053405762, "decode.loss_cls": 1.040395450592041, "decode.loss_mask": 0.8695272564888, "decode.loss_dice": 1.2660980105400086, "decode.d0.loss_cls": 2.474736988544464, "decode.d0.loss_mask": 0.9763581722974777, "decode.d0.loss_dice": 1.4978088021278382, "decode.d1.loss_cls": 1.063230776786804, "decode.d1.loss_mask": 0.8937545478343963, "decode.d1.loss_dice": 1.3915161788463593, "decode.d2.loss_cls": 0.9655345022678375, "decode.d2.loss_mask": 0.9147094994783401, "decode.d2.loss_dice": 1.3533494293689727, "decode.d3.loss_cls": 1.0050410091876985, "decode.d3.loss_mask": 0.8814867556095123, "decode.d3.loss_dice": 1.2994600534439087, "decode.d4.loss_cls": 1.0071804881095887, "decode.d4.loss_mask": 0.8683329522609711, "decode.d4.loss_dice": 1.2662585914134978, "decode.d5.loss_cls": 0.9602958872914314, "decode.d5.loss_mask": 0.8649281859397888, "decode.d5.loss_dice": 1.264877235889435, "decode.d6.loss_cls": 0.9682091921567917, "decode.d6.loss_mask": 0.8943527340888977, "decode.d6.loss_dice": 1.275002133846283, "decode.d7.loss_cls": 0.9590975180268287, "decode.d7.loss_mask": 0.8628302663564682, "decode.d7.loss_dice": 1.2818517208099365, "decode.d8.loss_cls": 0.9974436163902283, "decode.d8.loss_mask": 0.8587069272994995, "decode.d8.loss_dice": 1.255126416683197, "time": 0.5297070980072022, "memory": 7197, "step": 26150}
{"lr": 8.513437667338331e-06, "data_time": 0.00909733772277832, "grad_norm": 104.7924819946289, "loss": 29.476616001129152, "decode.loss_cls": 0.890594182908535, "decode.loss_mask": 0.7290487945079803, "decode.loss_dice": 1.0935205459594726, "decode.d0.loss_cls": 2.5157817363739015, "decode.d0.loss_mask": 0.8050013244152069, "decode.d0.loss_dice": 1.298162716627121, "decode.d1.loss_cls": 1.019605603814125, "decode.d1.loss_mask": 0.7196703672409057, "decode.d1.loss_dice": 1.1301200270652771, "decode.d2.loss_cls": 1.0391214460134506, "decode.d2.loss_mask": 0.7121383339166641, "decode.d2.loss_dice": 1.095051681995392, "decode.d3.loss_cls": 0.9812594890594483, "decode.d3.loss_mask": 0.7338408827781677, "decode.d3.loss_dice": 1.0506662398576736, "decode.d4.loss_cls": 0.9513155072927475, "decode.d4.loss_mask": 0.7405273616313934, "decode.d4.loss_dice": 1.0804210513830186, "decode.d5.loss_cls": 0.9180026948451996, "decode.d5.loss_mask": 0.7523779034614563, "decode.d5.loss_dice": 1.0707955062389374, "decode.d6.loss_cls": 0.9340189158916473, "decode.d6.loss_mask": 0.7197320938110352, "decode.d6.loss_dice": 1.025452372431755, "decode.d7.loss_cls": 0.952731728553772, "decode.d7.loss_mask": 0.7175010025501252, "decode.d7.loss_dice": 1.0610347032546996, "decode.d8.loss_cls": 0.9786568433046341, "decode.d8.loss_mask": 0.7078928917646408, "decode.d8.loss_dice": 1.0525728553533553, "time": 0.5538676023483277, "memory": 7229, "step": 26200}
{"lr": 8.510574350042581e-06, "data_time": 0.00914316177368164, "grad_norm": 97.10378799438476, "loss": 30.732783222198485, "decode.loss_cls": 0.8953534893691539, "decode.loss_mask": 0.8154292196035385, "decode.loss_dice": 1.1602000504732133, "decode.d0.loss_cls": 2.5161435842514037, "decode.d0.loss_mask": 0.7170851230621338, "decode.d0.loss_dice": 1.1930556744337082, "decode.d1.loss_cls": 1.1245501339435577, "decode.d1.loss_mask": 0.7588079452514649, "decode.d1.loss_dice": 1.1801268130540847, "decode.d2.loss_cls": 1.0433649122714996, "decode.d2.loss_mask": 0.7863361239433289, "decode.d2.loss_dice": 1.1784264892339706, "decode.d3.loss_cls": 0.96685109436512, "decode.d3.loss_mask": 0.79774689078331, "decode.d3.loss_dice": 1.1894127428531647, "decode.d4.loss_cls": 0.915496951341629, "decode.d4.loss_mask": 0.8351356565952301, "decode.d4.loss_dice": 1.155737179517746, "decode.d5.loss_cls": 0.8851558495312929, "decode.d5.loss_mask": 0.8159386575222015, "decode.d5.loss_dice": 1.1686337292194366, "decode.d6.loss_cls": 0.9250865336507559, "decode.d6.loss_mask": 0.8319483757019043, "decode.d6.loss_dice": 1.157181629538536, "decode.d7.loss_cls": 0.865528954938054, "decode.d7.loss_mask": 0.8186301350593567, "decode.d7.loss_dice": 1.1656772315502166, "decode.d8.loss_cls": 0.8948845196515322, "decode.d8.loss_mask": 0.8101990491151809, "decode.d8.loss_dice": 1.1646588683128356, "time": 0.5325356006622315, "memory": 7315, "step": 26250}
{"lr": 8.50771092570494e-06, "data_time": 0.008833098411560058, "grad_norm": 93.14260482788086, "loss": 31.624535751342773, "decode.loss_cls": 0.7903681486845017, "decode.loss_mask": 0.8608818799257278, "decode.loss_dice": 1.252298468351364, "decode.d0.loss_cls": 2.234204089641571, "decode.d0.loss_mask": 0.9326255723834038, "decode.d0.loss_dice": 1.533509761095047, "decode.d1.loss_cls": 1.0633051931858062, "decode.d1.loss_mask": 0.9726985663175582, "decode.d1.loss_dice": 1.380995762348175, "decode.d2.loss_cls": 0.9285423338413239, "decode.d2.loss_mask": 0.8721488147974015, "decode.d2.loss_dice": 1.2531221091747284, "decode.d3.loss_cls": 0.9056066036224365, "decode.d3.loss_mask": 0.8573918223381043, "decode.d3.loss_dice": 1.2173749148845672, "decode.d4.loss_cls": 0.90518559217453, "decode.d4.loss_mask": 0.8206116572022438, "decode.d4.loss_dice": 1.2333118468523026, "decode.d5.loss_cls": 0.8314184546470642, "decode.d5.loss_mask": 0.8576379418373108, "decode.d5.loss_dice": 1.2692145645618438, "decode.d6.loss_cls": 0.8057459145784378, "decode.d6.loss_mask": 0.8433376103639603, "decode.d6.loss_dice": 1.2444894641637803, "decode.d7.loss_cls": 0.7479012101888657, "decode.d7.loss_mask": 0.8622741773724556, "decode.d7.loss_dice": 1.2611954629421234, "decode.d8.loss_cls": 0.7383572190999985, "decode.d8.loss_mask": 0.8905962467193603, "decode.d8.loss_dice": 1.2581843703985214, "time": 0.5575039863586426, "memory": 7251, "step": 26300}
{"lr": 8.50484739428135e-06, "data_time": 0.008931231498718262, "grad_norm": 107.3349998474121, "loss": 35.91952114105224, "decode.loss_cls": 1.1645809590816498, "decode.loss_mask": 0.8001703977584839, "decode.loss_dice": 1.3548141717910767, "decode.d0.loss_cls": 2.762226736545563, "decode.d0.loss_mask": 0.9105254709720612, "decode.d0.loss_dice": 1.6298085153102875, "decode.d1.loss_cls": 1.2963866531848907, "decode.d1.loss_mask": 0.7964954733848572, "decode.d1.loss_dice": 1.4548255264759065, "decode.d2.loss_cls": 1.1921230554580688, "decode.d2.loss_mask": 0.8113115668296814, "decode.d2.loss_dice": 1.3773711144924163, "decode.d3.loss_cls": 1.2308065593242645, "decode.d3.loss_mask": 0.8341220259666443, "decode.d3.loss_dice": 1.3982780754566193, "decode.d4.loss_cls": 1.2305014908313752, "decode.d4.loss_mask": 0.8197793900966645, "decode.d4.loss_dice": 1.399890512228012, "decode.d5.loss_cls": 1.1902868330478669, "decode.d5.loss_mask": 0.8250145733356475, "decode.d5.loss_dice": 1.413079410791397, "decode.d6.loss_cls": 1.158115217089653, "decode.d6.loss_mask": 0.8171516537666321, "decode.d6.loss_dice": 1.3644885838031768, "decode.d7.loss_cls": 1.1993467479944229, "decode.d7.loss_mask": 0.8063166081905365, "decode.d7.loss_dice": 1.3488042235374451, "decode.d8.loss_cls": 1.1639879435300826, "decode.d8.loss_mask": 0.800151938199997, "decode.d8.loss_dice": 1.3687598764896394, "time": 0.5287733554840088, "memory": 7247, "step": 26350}
{"lr": 8.501983755727755e-06, "data_time": 0.008942675590515137, "grad_norm": 95.86960639953614, "loss": 33.669727897644044, "decode.loss_cls": 1.11302011013031, "decode.loss_mask": 0.8498443961143494, "decode.loss_dice": 1.18935566842556, "decode.d0.loss_cls": 2.665019083023071, "decode.d0.loss_mask": 0.8535442471504211, "decode.d0.loss_dice": 1.362785777449608, "decode.d1.loss_cls": 1.2461369395256043, "decode.d1.loss_mask": 0.9240262031555175, "decode.d1.loss_dice": 1.2636432111263276, "decode.d2.loss_cls": 1.121811670064926, "decode.d2.loss_mask": 0.8689566612243652, "decode.d2.loss_dice": 1.2700400799512863, "decode.d3.loss_cls": 1.1482597589492798, "decode.d3.loss_mask": 0.8370402246713639, "decode.d3.loss_dice": 1.1714751332998277, "decode.d4.loss_cls": 1.153411340713501, "decode.d4.loss_mask": 0.8709068566560745, "decode.d4.loss_dice": 1.1976886421442032, "decode.d5.loss_cls": 1.092246174812317, "decode.d5.loss_mask": 0.8449971795082092, "decode.d5.loss_dice": 1.1832114517688752, "decode.d6.loss_cls": 1.1001089423894883, "decode.d6.loss_mask": 0.8570016920566559, "decode.d6.loss_dice": 1.1661887288093566, "decode.d7.loss_cls": 1.085049432516098, "decode.d7.loss_mask": 0.8623554110527039, "decode.d7.loss_dice": 1.1922328889369964, "decode.d8.loss_cls": 1.1244307309389114, "decode.d8.loss_mask": 0.8456151366233826, "decode.d8.loss_dice": 1.2093232035636903, "time": 0.5291970729827881, "memory": 7264, "step": 26400}
{"lr": 8.499120010000053e-06, "data_time": 0.008876991271972657, "grad_norm": 89.7536003112793, "loss": 31.47939224243164, "decode.loss_cls": 0.9343178749084473, "decode.loss_mask": 0.7282365947961807, "decode.loss_dice": 1.2647830963134765, "decode.d0.loss_cls": 2.413484638929367, "decode.d0.loss_mask": 0.8663543283939361, "decode.d0.loss_dice": 1.5306963294744491, "decode.d1.loss_cls": 1.0146864503622055, "decode.d1.loss_mask": 0.7902618557214737, "decode.d1.loss_dice": 1.4287662297487258, "decode.d2.loss_cls": 0.9643906831741333, "decode.d2.loss_mask": 0.7514851659536361, "decode.d2.loss_dice": 1.3085689485073089, "decode.d3.loss_cls": 0.8673207640647889, "decode.d3.loss_mask": 0.7666036576032639, "decode.d3.loss_dice": 1.3544116348028183, "decode.d4.loss_cls": 0.8918178677558899, "decode.d4.loss_mask": 0.7589602142572403, "decode.d4.loss_dice": 1.3338138729333877, "decode.d5.loss_cls": 0.8402589842677116, "decode.d5.loss_mask": 0.7462358117103577, "decode.d5.loss_dice": 1.2963432878255845, "decode.d6.loss_cls": 0.8416849732398987, "decode.d6.loss_mask": 0.7408414244651794, "decode.d6.loss_dice": 1.2601754665374756, "decode.d7.loss_cls": 0.8535676628351212, "decode.d7.loss_mask": 0.7348288506269455, "decode.d7.loss_dice": 1.274766656756401, "decode.d8.loss_cls": 0.887452021241188, "decode.d8.loss_mask": 0.7361608445644379, "decode.d8.loss_dice": 1.2981143593788147, "time": 0.5315606832504273, "memory": 7216, "step": 26450}
{"lr": 8.496256157054105e-06, "data_time": 0.009130716323852539, "grad_norm": 83.75326614379883, "loss": 34.928037071228026, "decode.loss_cls": 1.0608777552843094, "decode.loss_mask": 0.7592643439769745, "decode.loss_dice": 1.2928285121917724, "decode.d0.loss_cls": 2.774060606956482, "decode.d0.loss_mask": 0.8776472330093383, "decode.d0.loss_dice": 1.6665706396102906, "decode.d1.loss_cls": 1.304871493577957, "decode.d1.loss_mask": 0.8093967795372009, "decode.d1.loss_dice": 1.4536707878112793, "decode.d2.loss_cls": 1.2429223388433457, "decode.d2.loss_mask": 0.79294174015522, "decode.d2.loss_dice": 1.4307554125785829, "decode.d3.loss_cls": 1.2191373392939568, "decode.d3.loss_mask": 0.7534025996923447, "decode.d3.loss_dice": 1.35062415599823, "decode.d4.loss_cls": 1.1611291855573653, "decode.d4.loss_mask": 0.7671005427837372, "decode.d4.loss_dice": 1.3848015010356902, "decode.d5.loss_cls": 1.1130627781152724, "decode.d5.loss_mask": 0.7521372944116592, "decode.d5.loss_dice": 1.350823211669922, "decode.d6.loss_cls": 1.1060959473252296, "decode.d6.loss_mask": 0.7529239684343338, "decode.d6.loss_dice": 1.3429260015487672, "decode.d7.loss_cls": 1.0805878952145576, "decode.d7.loss_mask": 0.7719916790723801, "decode.d7.loss_dice": 1.382667714357376, "decode.d8.loss_cls": 1.0729116007685662, "decode.d8.loss_mask": 0.7673835694789887, "decode.d8.loss_dice": 1.332523274421692, "time": 0.5303344011306763, "memory": 7204, "step": 26500}
{"lr": 8.493392196845733e-06, "data_time": 0.00896906852722168, "grad_norm": 73.03039245605468, "loss": 26.846372509002684, "decode.loss_cls": 0.7704344093799591, "decode.loss_mask": 0.6230242714285851, "decode.loss_dice": 1.0927874088287353, "decode.d0.loss_cls": 2.0315675139427185, "decode.d0.loss_mask": 0.6555764615535736, "decode.d0.loss_dice": 1.2228379130363465, "decode.d1.loss_cls": 0.9437018871307373, "decode.d1.loss_mask": 0.6515367075800895, "decode.d1.loss_dice": 1.162420669198036, "decode.d2.loss_cls": 0.892707571387291, "decode.d2.loss_mask": 0.6193992257118225, "decode.d2.loss_dice": 1.103607740998268, "decode.d3.loss_cls": 0.8206739574670792, "decode.d3.loss_mask": 0.6189660668373108, "decode.d3.loss_dice": 1.0793092370033264, "decode.d4.loss_cls": 0.8708922505378723, "decode.d4.loss_mask": 0.6147660940885544, "decode.d4.loss_dice": 1.093074518442154, "decode.d5.loss_cls": 0.8294481754302978, "decode.d5.loss_mask": 0.62067229449749, "decode.d5.loss_dice": 1.059661290049553, "decode.d6.loss_cls": 0.787008872628212, "decode.d6.loss_mask": 0.6176828309893608, "decode.d6.loss_dice": 1.0810453802347184, "decode.d7.loss_cls": 0.7572797924280167, "decode.d7.loss_mask": 0.6215460687875748, "decode.d7.loss_dice": 1.0878467410802841, "decode.d8.loss_cls": 0.8068932950496673, "decode.d8.loss_mask": 0.6219495624303818, "decode.d8.loss_dice": 1.0880541682243348, "time": 0.5283807754516602, "memory": 7204, "step": 26550}
{"lr": 8.490528129330726e-06, "data_time": 0.009151029586791991, "grad_norm": 83.28719558715821, "loss": 26.858076953887938, "decode.loss_cls": 0.8651321172714234, "decode.loss_mask": 0.6365429043769837, "decode.loss_dice": 0.9645775437355042, "decode.d0.loss_cls": 2.283411777019501, "decode.d0.loss_mask": 0.6881128400564194, "decode.d0.loss_dice": 1.1727963447570802, "decode.d1.loss_cls": 1.011246109008789, "decode.d1.loss_mask": 0.6952293395996094, "decode.d1.loss_dice": 1.0808023631572723, "decode.d2.loss_cls": 0.9126741349697113, "decode.d2.loss_mask": 0.6711452066898346, "decode.d2.loss_dice": 1.0145461052656173, "decode.d3.loss_cls": 0.8388029992580414, "decode.d3.loss_mask": 0.6586651176214218, "decode.d3.loss_dice": 1.0088392466306686, "decode.d4.loss_cls": 0.8055974096059799, "decode.d4.loss_mask": 0.6383330941200256, "decode.d4.loss_dice": 0.995209875702858, "decode.d5.loss_cls": 0.9115049958229064, "decode.d5.loss_mask": 0.6341957718133926, "decode.d5.loss_dice": 0.9609483301639556, "decode.d6.loss_cls": 0.8987353682518006, "decode.d6.loss_mask": 0.6214964091777802, "decode.d6.loss_dice": 0.9631779044866562, "decode.d7.loss_cls": 0.831257027387619, "decode.d7.loss_mask": 0.6421999424695969, "decode.d7.loss_dice": 0.9747401550412178, "decode.d8.loss_cls": 0.8698931366205216, "decode.d8.loss_mask": 0.6324261099100112, "decode.d8.loss_dice": 0.9758366256952286, "time": 0.530037236213684, "memory": 7186, "step": 26600}
{"lr": 8.487663954464857e-06, "data_time": 0.009035325050354004, "grad_norm": 85.50585899353027, "loss": 34.24083528518677, "decode.loss_cls": 1.0662563800811768, "decode.loss_mask": 0.7573124036192894, "decode.loss_dice": 1.3431902885437013, "decode.d0.loss_cls": 2.610828471183777, "decode.d0.loss_mask": 0.8197144120931625, "decode.d0.loss_dice": 1.6283007204532622, "decode.d1.loss_cls": 1.251812070608139, "decode.d1.loss_mask": 0.8194613456726074, "decode.d1.loss_dice": 1.4456468254327774, "decode.d2.loss_cls": 1.1701374351978302, "decode.d2.loss_mask": 0.8022911638021469, "decode.d2.loss_dice": 1.4132878720760345, "decode.d3.loss_cls": 1.1400842875242234, "decode.d3.loss_mask": 0.7953799217939377, "decode.d3.loss_dice": 1.3476838946342469, "decode.d4.loss_cls": 1.0351223707199098, "decode.d4.loss_mask": 0.7747269064188004, "decode.d4.loss_dice": 1.3544850945472717, "decode.d5.loss_cls": 1.03304223716259, "decode.d5.loss_mask": 0.7776770293712616, "decode.d5.loss_dice": 1.3576476156711579, "decode.d6.loss_cls": 1.0478167325258254, "decode.d6.loss_mask": 0.7687205359339714, "decode.d6.loss_dice": 1.3110892176628113, "decode.d7.loss_cls": 1.0937015518546105, "decode.d7.loss_mask": 0.756524832546711, "decode.d7.loss_dice": 1.3464559018611908, "decode.d8.loss_cls": 1.0491632997989655, "decode.d8.loss_mask": 0.7647249698638916, "decode.d8.loss_dice": 1.3585481524467469, "time": 0.529450798034668, "memory": 7261, "step": 26650}
{"lr": 8.484799672203835e-06, "data_time": 0.00937793254852295, "grad_norm": 87.09376525878906, "loss": 32.35639190673828, "decode.loss_cls": 0.8982449755072593, "decode.loss_mask": 0.7910049095749855, "decode.loss_dice": 1.2081411838531495, "decode.d0.loss_cls": 2.692747473716736, "decode.d0.loss_mask": 0.8638656169176102, "decode.d0.loss_dice": 1.5030857861042022, "decode.d1.loss_cls": 1.0954600661993026, "decode.d1.loss_mask": 0.8935919031500816, "decode.d1.loss_dice": 1.4026515036821365, "decode.d2.loss_cls": 0.9796296805143356, "decode.d2.loss_mask": 0.8480737388134003, "decode.d2.loss_dice": 1.3361159980297088, "decode.d3.loss_cls": 0.961548113822937, "decode.d3.loss_mask": 0.8223443865776062, "decode.d3.loss_dice": 1.2469511926174164, "decode.d4.loss_cls": 0.9415490865707398, "decode.d4.loss_mask": 0.8323753133416176, "decode.d4.loss_dice": 1.225576475262642, "decode.d5.loss_cls": 0.9505023330450058, "decode.d5.loss_mask": 0.7794044941663743, "decode.d5.loss_dice": 1.2157567411661148, "decode.d6.loss_cls": 0.9083150357007981, "decode.d6.loss_mask": 0.8345384359359741, "decode.d6.loss_dice": 1.201085728406906, "decode.d7.loss_cls": 0.9431023538112641, "decode.d7.loss_mask": 0.807710187137127, "decode.d7.loss_dice": 1.2129032790660859, "decode.d8.loss_cls": 0.960242910683155, "decode.d8.loss_mask": 0.7832184687256813, "decode.d8.loss_dice": 1.216654109954834, "time": 0.5286416292190552, "memory": 7246, "step": 26700}
{"lr": 8.481935282503353e-06, "data_time": 0.009239721298217773, "grad_norm": 90.16804962158203, "loss": 30.66829710006714, "decode.loss_cls": 0.9346890330314637, "decode.loss_mask": 0.8321492925286293, "decode.loss_dice": 1.0164929509162903, "decode.d0.loss_cls": 2.312012088298798, "decode.d0.loss_mask": 0.956875279545784, "decode.d0.loss_dice": 1.2760638058185578, "decode.d1.loss_cls": 1.1038534224033356, "decode.d1.loss_mask": 0.9437188237905503, "decode.d1.loss_dice": 1.1961045622825623, "decode.d2.loss_cls": 1.0113528430461884, "decode.d2.loss_mask": 0.9140046536922455, "decode.d2.loss_dice": 1.0950344651937485, "decode.d3.loss_cls": 1.0050371140241623, "decode.d3.loss_mask": 0.8318945899605751, "decode.d3.loss_dice": 1.0318178415298462, "decode.d4.loss_cls": 0.9561511963605881, "decode.d4.loss_mask": 0.8587983995676041, "decode.d4.loss_dice": 1.068964433670044, "decode.d5.loss_cls": 0.996771365404129, "decode.d5.loss_mask": 0.8175606802105904, "decode.d5.loss_dice": 1.0580083906650544, "decode.d6.loss_cls": 0.9773757845163346, "decode.d6.loss_mask": 0.8130207329988479, "decode.d6.loss_dice": 1.0205378592014314, "decode.d7.loss_cls": 0.9334716200828552, "decode.d7.loss_mask": 0.8406638517975807, "decode.d7.loss_dice": 1.0275945723056794, "decode.d8.loss_cls": 0.927919790148735, "decode.d8.loss_mask": 0.8519769042730332, "decode.d8.loss_dice": 1.05838143825531, "time": 0.5541093111038208, "memory": 7207, "step": 26750}
{"lr": 8.479070785319063e-06, "data_time": 0.009063959121704102, "grad_norm": 78.74789810180664, "loss": 23.488130807876587, "decode.loss_cls": 0.6254410549998284, "decode.loss_mask": 0.5984619423747063, "decode.loss_dice": 0.956735049188137, "decode.d0.loss_cls": 2.0050621688365937, "decode.d0.loss_mask": 0.5957862466573716, "decode.d0.loss_dice": 1.0309571385383607, "decode.d1.loss_cls": 0.7169909432530404, "decode.d1.loss_mask": 0.5950710013508796, "decode.d1.loss_dice": 0.9934614039957523, "decode.d2.loss_cls": 0.7432157665491104, "decode.d2.loss_mask": 0.573063051700592, "decode.d2.loss_dice": 0.935460151731968, "decode.d3.loss_cls": 0.6882682487368583, "decode.d3.loss_mask": 0.562330687046051, "decode.d3.loss_dice": 0.9321948930621147, "decode.d4.loss_cls": 0.6911017268896102, "decode.d4.loss_mask": 0.5807317465543747, "decode.d4.loss_dice": 0.9561293520033359, "decode.d5.loss_cls": 0.6723981067538262, "decode.d5.loss_mask": 0.5717538937926292, "decode.d5.loss_dice": 0.9452037297189235, "decode.d6.loss_cls": 0.6561241701245308, "decode.d6.loss_mask": 0.5758448660373687, "decode.d6.loss_dice": 0.935264503955841, "decode.d7.loss_cls": 0.6470612421631813, "decode.d7.loss_mask": 0.5805153176188469, "decode.d7.loss_dice": 0.9481502309441566, "decode.d8.loss_cls": 0.6472690492868424, "decode.d8.loss_mask": 0.5875410318374634, "decode.d8.loss_dice": 0.9405416205525399, "time": 0.5529324293136597, "memory": 7195, "step": 26800}
{"lr": 8.476206180606588e-06, "data_time": 0.00884702205657959, "grad_norm": 93.8773696899414, "loss": 30.04860258102417, "decode.loss_cls": 0.8453683242201805, "decode.loss_mask": 0.8720400214195252, "decode.loss_dice": 1.1543277084827424, "decode.d0.loss_cls": 2.1801342606544494, "decode.d0.loss_mask": 0.8454290047287941, "decode.d0.loss_dice": 1.3098771691322326, "decode.d1.loss_cls": 1.0524026542901992, "decode.d1.loss_mask": 0.8292475208640099, "decode.d1.loss_dice": 1.2135336816310882, "decode.d2.loss_cls": 0.8564999312162399, "decode.d2.loss_mask": 0.8672942250967026, "decode.d2.loss_dice": 1.2174793839454652, "decode.d3.loss_cls": 0.8527247488498688, "decode.d3.loss_mask": 0.7939111799001694, "decode.d3.loss_dice": 1.1391038596630096, "decode.d4.loss_cls": 0.8422289475798607, "decode.d4.loss_mask": 0.7981735825538635, "decode.d4.loss_dice": 1.1468328475952148, "decode.d5.loss_cls": 0.8353691831231117, "decode.d5.loss_mask": 0.8010998129844665, "decode.d5.loss_dice": 1.1279156982898713, "decode.d6.loss_cls": 0.8209301084280014, "decode.d6.loss_mask": 0.796740198135376, "decode.d6.loss_dice": 1.130638724565506, "decode.d7.loss_cls": 0.8580955937504768, "decode.d7.loss_mask": 0.8219079226255417, "decode.d7.loss_dice": 1.1592755734920501, "decode.d8.loss_cls": 0.868180388212204, "decode.d8.loss_mask": 0.8424394205212593, "decode.d8.loss_dice": 1.1694015979766845, "time": 0.5298237562179565, "memory": 7224, "step": 26850}
{"lr": 8.473341468321494e-06, "data_time": 0.009143948554992676, "grad_norm": 81.90327835083008, "loss": 27.267778873443604, "decode.loss_cls": 0.830615895986557, "decode.loss_mask": 0.6845009118318558, "decode.loss_dice": 0.9887876003980637, "decode.d0.loss_cls": 2.421038568019867, "decode.d0.loss_mask": 0.7216764777898789, "decode.d0.loss_dice": 1.160408440232277, "decode.d1.loss_cls": 0.9384371250867843, "decode.d1.loss_mask": 0.6809325754642487, "decode.d1.loss_dice": 1.0875085562467575, "decode.d2.loss_cls": 0.8063187330961228, "decode.d2.loss_mask": 0.6648277372121811, "decode.d2.loss_dice": 1.0420142143964768, "decode.d3.loss_cls": 0.8929800540208817, "decode.d3.loss_mask": 0.6571460992097855, "decode.d3.loss_dice": 1.0293130993843078, "decode.d4.loss_cls": 0.8313007533550263, "decode.d4.loss_mask": 0.6465104758739472, "decode.d4.loss_dice": 1.0057932525873183, "decode.d5.loss_cls": 0.9196561723947525, "decode.d5.loss_mask": 0.6289569854736328, "decode.d5.loss_dice": 1.0008136063814164, "decode.d6.loss_cls": 0.8980008631944656, "decode.d6.loss_mask": 0.6403117626905441, "decode.d6.loss_dice": 0.9969407498836518, "decode.d7.loss_cls": 0.9350670367479325, "decode.d7.loss_mask": 0.6354747116565704, "decode.d7.loss_dice": 0.9906016528606415, "decode.d8.loss_cls": 0.9079672455787658, "decode.d8.loss_mask": 0.6523966282606125, "decode.d8.loss_dice": 0.971482303738594, "time": 0.5287773132324218, "memory": 7277, "step": 26900}
{"lr": 8.470476648419343e-06, "data_time": 0.009260082244873047, "grad_norm": 82.17858200073242, "loss": 32.09117307662964, "decode.loss_cls": 0.9645356059074401, "decode.loss_mask": 0.6087628722190856, "decode.loss_dice": 1.3275179281830787, "decode.d0.loss_cls": 2.6659626841545103, "decode.d0.loss_mask": 0.6416206061840057, "decode.d0.loss_dice": 1.4804182350635529, "decode.d1.loss_cls": 1.1783546045422555, "decode.d1.loss_mask": 0.6272164762020112, "decode.d1.loss_dice": 1.429423663020134, "decode.d2.loss_cls": 1.1598697006702423, "decode.d2.loss_mask": 0.606004175543785, "decode.d2.loss_dice": 1.3521385714411736, "decode.d3.loss_cls": 1.1012175634503365, "decode.d3.loss_mask": 0.6083104699850083, "decode.d3.loss_dice": 1.3522906184196473, "decode.d4.loss_cls": 1.1404967948794364, "decode.d4.loss_mask": 0.596027386188507, "decode.d4.loss_dice": 1.3398155748844147, "decode.d5.loss_cls": 1.0776506766676903, "decode.d5.loss_mask": 0.5926299661397934, "decode.d5.loss_dice": 1.308006826043129, "decode.d6.loss_cls": 1.072369034588337, "decode.d6.loss_mask": 0.6071459501981735, "decode.d6.loss_dice": 1.2944354102015496, "decode.d7.loss_cls": 1.06328876465559, "decode.d7.loss_mask": 0.6098182439804077, "decode.d7.loss_dice": 1.3149059906601905, "decode.d8.loss_cls": 0.9937591478228569, "decode.d8.loss_mask": 0.6129127979278565, "decode.d8.loss_dice": 1.364266675710678, "time": 0.5278868436813354, "memory": 7222, "step": 26950}
{"lr": 8.467611720855647e-06, "data_time": 0.009104681015014649, "grad_norm": 92.72406272888183, "loss": 29.037913703918456, "decode.loss_cls": 0.9451521694660187, "decode.loss_mask": 0.6636598378419876, "decode.loss_dice": 1.0506589233875274, "decode.d0.loss_cls": 2.3802551448345186, "decode.d0.loss_mask": 0.7680496275424957, "decode.d0.loss_dice": 1.2410545647144318, "decode.d1.loss_cls": 1.1780916571617126, "decode.d1.loss_mask": 0.7221121549606323, "decode.d1.loss_dice": 1.1371127605438232, "decode.d2.loss_cls": 1.03418872654438, "decode.d2.loss_mask": 0.6949341982603073, "decode.d2.loss_dice": 1.0825274199247361, "decode.d3.loss_cls": 1.020510470867157, "decode.d3.loss_mask": 0.6837147206068039, "decode.d3.loss_dice": 1.0435681283473968, "decode.d4.loss_cls": 1.0390185356140136, "decode.d4.loss_mask": 0.6747685462236405, "decode.d4.loss_dice": 1.0369074076414109, "decode.d5.loss_cls": 0.9583785861730576, "decode.d5.loss_mask": 0.6697000533342361, "decode.d5.loss_dice": 1.047020548582077, "decode.d6.loss_cls": 0.9046552032232285, "decode.d6.loss_mask": 0.6688017576932908, "decode.d6.loss_dice": 1.026708048582077, "decode.d7.loss_cls": 0.9545699313282967, "decode.d7.loss_mask": 0.6800890594720841, "decode.d7.loss_dice": 1.070402842760086, "decode.d8.loss_cls": 0.9670960128307342, "decode.d8.loss_mask": 0.6735593616962433, "decode.d8.loss_dice": 1.0206460058689117, "time": 0.5291696548461914, "memory": 7296, "step": 27000}
{"lr": 8.46474668558588e-06, "data_time": 0.009015393257141114, "grad_norm": 79.66650428771973, "loss": 30.547486591339112, "decode.loss_cls": 0.8622510358691216, "decode.loss_mask": 0.7674868375062942, "decode.loss_dice": 1.1867132991552354, "decode.d0.loss_cls": 2.4992098808288574, "decode.d0.loss_mask": 0.7874556690454483, "decode.d0.loss_dice": 1.3639311730861663, "decode.d1.loss_cls": 1.1178086012601853, "decode.d1.loss_mask": 0.7853207290172577, "decode.d1.loss_dice": 1.248140600323677, "decode.d2.loss_cls": 0.8989471301436425, "decode.d2.loss_mask": 0.8163390219211578, "decode.d2.loss_dice": 1.2199822604656219, "decode.d3.loss_cls": 0.8821047976613045, "decode.d3.loss_mask": 0.7803005635738373, "decode.d3.loss_dice": 1.1683114439249038, "decode.d4.loss_cls": 0.9151615560054779, "decode.d4.loss_mask": 0.791198679804802, "decode.d4.loss_dice": 1.2011174112558365, "decode.d5.loss_cls": 0.8855402797460556, "decode.d5.loss_mask": 0.8003018826246262, "decode.d5.loss_dice": 1.192998903989792, "decode.d6.loss_cls": 0.8464274048805237, "decode.d6.loss_mask": 0.7596679270267487, "decode.d6.loss_dice": 1.166800883412361, "decode.d7.loss_cls": 0.835485577583313, "decode.d7.loss_mask": 0.7928965777158737, "decode.d7.loss_dice": 1.1823778420686721, "decode.d8.loss_cls": 0.8291999787092209, "decode.d8.loss_mask": 0.7769469052553177, "decode.d8.loss_dice": 1.1870619863271714, "time": 0.5581050395965577, "memory": 7248, "step": 27050}
{"lr": 8.461881542565485e-06, "data_time": 0.008974003791809081, "grad_norm": 85.10844573974609, "loss": 23.785790061950685, "decode.loss_cls": 0.6330340027809143, "decode.loss_mask": 0.6211274057626724, "decode.loss_dice": 0.8947422802448273, "decode.d0.loss_cls": 1.9944831728935242, "decode.d0.loss_mask": 0.6950842857360839, "decode.d0.loss_dice": 1.1157831072807312, "decode.d1.loss_cls": 0.8022053673863411, "decode.d1.loss_mask": 0.6598688751459122, "decode.d1.loss_dice": 1.0519120395183563, "decode.d2.loss_cls": 0.6904755458235741, "decode.d2.loss_mask": 0.6143438309431076, "decode.d2.loss_dice": 0.9327898859977722, "decode.d3.loss_cls": 0.6057203128933907, "decode.d3.loss_mask": 0.6269148379564286, "decode.d3.loss_dice": 0.9281026542186737, "decode.d4.loss_cls": 0.6373420238494873, "decode.d4.loss_mask": 0.617268693447113, "decode.d4.loss_dice": 0.9287746131420136, "decode.d5.loss_cls": 0.6305242225527763, "decode.d5.loss_mask": 0.6201147198677063, "decode.d5.loss_dice": 0.9279009222984314, "decode.d6.loss_cls": 0.6723588705062866, "decode.d6.loss_mask": 0.6220811486244202, "decode.d6.loss_dice": 0.8984826445579529, "decode.d7.loss_cls": 0.6437591552734375, "decode.d7.loss_mask": 0.6386638760566712, "decode.d7.loss_dice": 0.8999038755893707, "decode.d8.loss_cls": 0.667012158036232, "decode.d8.loss_mask": 0.6262057274580002, "decode.d8.loss_dice": 0.8888101756572724, "time": 0.5293142318725585, "memory": 7197, "step": 27100}
{"lr": 8.459016291749872e-06, "data_time": 0.009103870391845703, "grad_norm": 88.54590072631837, "loss": 26.235678577423094, "decode.loss_cls": 0.687870167195797, "decode.loss_mask": 0.7388126492500305, "decode.loss_dice": 1.012666153907776, "decode.d0.loss_cls": 2.1484541296958923, "decode.d0.loss_mask": 0.7761631041765213, "decode.d0.loss_dice": 1.15357962846756, "decode.d1.loss_cls": 0.910500955581665, "decode.d1.loss_mask": 0.713771116733551, "decode.d1.loss_dice": 1.0728821158409119, "decode.d2.loss_cls": 0.7761066660284996, "decode.d2.loss_mask": 0.6907289654016495, "decode.d2.loss_dice": 1.028033846616745, "decode.d3.loss_cls": 0.7176587909460068, "decode.d3.loss_mask": 0.7065496444702148, "decode.d3.loss_dice": 0.9921376347541809, "decode.d4.loss_cls": 0.6469913378357888, "decode.d4.loss_mask": 0.7250464946031571, "decode.d4.loss_dice": 1.0335683941841125, "decode.d5.loss_cls": 0.6765279933810234, "decode.d5.loss_mask": 0.7264588207006455, "decode.d5.loss_dice": 1.012022614479065, "decode.d6.loss_cls": 0.7150741070508957, "decode.d6.loss_mask": 0.7193341583013535, "decode.d6.loss_dice": 0.9827242821455002, "decode.d7.loss_cls": 0.6797666415572167, "decode.d7.loss_mask": 0.7157655328512191, "decode.d7.loss_dice": 1.0146208822727203, "decode.d8.loss_cls": 0.6636722534894943, "decode.d8.loss_mask": 0.7549229919910431, "decode.d8.loss_dice": 1.0432678252458571, "time": 0.5534672975540161, "memory": 7207, "step": 27150}
{"lr": 8.456150933094409e-06, "data_time": 0.009121155738830567, "grad_norm": 83.32892189025878, "loss": 27.629157161712648, "decode.loss_cls": 0.8115219444036483, "decode.loss_mask": 0.6458692640066147, "decode.loss_dice": 1.0676563531160355, "decode.d0.loss_cls": 2.4098153352737426, "decode.d0.loss_mask": 0.6829908519983292, "decode.d0.loss_dice": 1.2871068686246872, "decode.d1.loss_cls": 1.0876124411821366, "decode.d1.loss_mask": 0.6186912268400192, "decode.d1.loss_dice": 1.2056960761547089, "decode.d2.loss_cls": 1.0180411756038665, "decode.d2.loss_mask": 0.6084509253501892, "decode.d2.loss_dice": 1.1339336469769479, "decode.d3.loss_cls": 0.8818276345729827, "decode.d3.loss_mask": 0.6062203854322433, "decode.d3.loss_dice": 1.093571025133133, "decode.d4.loss_cls": 0.8586187779903411, "decode.d4.loss_mask": 0.6047020316123962, "decode.d4.loss_dice": 1.0892664045095444, "decode.d5.loss_cls": 0.8412341445684433, "decode.d5.loss_mask": 0.5702415585517884, "decode.d5.loss_dice": 1.0539127692580224, "decode.d6.loss_cls": 0.821337667107582, "decode.d6.loss_mask": 0.5510711938142776, "decode.d6.loss_dice": 1.0562109410762788, "decode.d7.loss_cls": 0.8189698100090027, "decode.d7.loss_mask": 0.5663991391658783, "decode.d7.loss_dice": 1.0650971174240111, "decode.d8.loss_cls": 0.8386188685894013, "decode.d8.loss_mask": 0.6499149233102799, "decode.d8.loss_dice": 1.0845557525753975, "time": 0.5305323123931884, "memory": 7214, "step": 27200}
{"lr": 8.453285466554431e-06, "data_time": 0.009056186676025391, "grad_norm": 77.78878555297851, "loss": 26.79861660003662, "decode.loss_cls": 0.6516499996185303, "decode.loss_mask": 0.7094673603773117, "decode.loss_dice": 1.0842282354831696, "decode.d0.loss_cls": 2.262817066907883, "decode.d0.loss_mask": 0.6824661135673523, "decode.d0.loss_dice": 1.2362318485975266, "decode.d1.loss_cls": 0.8528448700904846, "decode.d1.loss_mask": 0.6937430620193481, "decode.d1.loss_dice": 1.1596117943525315, "decode.d2.loss_cls": 0.8051444157958031, "decode.d2.loss_mask": 0.6961100310087204, "decode.d2.loss_dice": 1.1342027544975282, "decode.d3.loss_cls": 0.7662710845470428, "decode.d3.loss_mask": 0.6850676268339158, "decode.d3.loss_dice": 1.1030151963233947, "decode.d4.loss_cls": 0.7744114339351654, "decode.d4.loss_mask": 0.6643797844648361, "decode.d4.loss_dice": 1.0797027140855788, "decode.d5.loss_cls": 0.7543252259492874, "decode.d5.loss_mask": 0.6628043368458748, "decode.d5.loss_dice": 1.0557619154453277, "decode.d6.loss_cls": 0.7195856302976609, "decode.d6.loss_mask": 0.6593787193298339, "decode.d6.loss_dice": 1.0639908969402314, "decode.d7.loss_cls": 0.6876093178987503, "decode.d7.loss_mask": 0.6750124812126159, "decode.d7.loss_dice": 1.052810150384903, "decode.d8.loss_cls": 0.6617362812161446, "decode.d8.loss_mask": 0.6864792376756668, "decode.d8.loss_dice": 1.0777579545974731, "time": 0.553127121925354, "memory": 7275, "step": 27250}
{"lr": 8.450419892085244e-06, "data_time": 0.009093856811523438, "grad_norm": 95.25902633666992, "loss": 27.565031623840333, "decode.loss_cls": 0.7130855947732926, "decode.loss_mask": 0.627914822101593, "decode.loss_dice": 1.1807642459869385, "decode.d0.loss_cls": 2.4778435230255127, "decode.d0.loss_mask": 0.6325020849704742, "decode.d0.loss_dice": 1.2955741703510284, "decode.d1.loss_cls": 0.8303531527519226, "decode.d1.loss_mask": 0.653937640786171, "decode.d1.loss_dice": 1.3232187628746033, "decode.d2.loss_cls": 0.8016663581132889, "decode.d2.loss_mask": 0.633484673500061, "decode.d2.loss_dice": 1.2223091661930083, "decode.d3.loss_cls": 0.7403062433004379, "decode.d3.loss_mask": 0.6047395914793015, "decode.d3.loss_dice": 1.1602004945278168, "decode.d4.loss_cls": 0.6896959245204926, "decode.d4.loss_mask": 0.6171822279691697, "decode.d4.loss_dice": 1.2037580251693725, "decode.d5.loss_cls": 0.7055353879928589, "decode.d5.loss_mask": 0.6230474531650543, "decode.d5.loss_dice": 1.1789595365524292, "decode.d6.loss_cls": 0.7368687450885772, "decode.d6.loss_mask": 0.629598218202591, "decode.d6.loss_dice": 1.189501878619194, "decode.d7.loss_cls": 0.7567041337490081, "decode.d7.loss_mask": 0.6256765395402908, "decode.d7.loss_dice": 1.1459265351295471, "decode.d8.loss_cls": 0.7728603422641754, "decode.d8.loss_mask": 0.6188397973775863, "decode.d8.loss_dice": 1.1729752540588378, "time": 0.5554503917694091, "memory": 7261, "step": 27300}
{"lr": 8.4475542096421e-06, "data_time": 0.008907008171081542, "grad_norm": 98.97429275512695, "loss": 27.612706089019774, "decode.loss_cls": 0.9409647010266781, "decode.loss_mask": 0.6273046284914017, "decode.loss_dice": 0.9863223493099212, "decode.d0.loss_cls": 2.400740373134613, "decode.d0.loss_mask": 0.7001420140266419, "decode.d0.loss_dice": 1.1432002931833267, "decode.d1.loss_cls": 1.1308240279555322, "decode.d1.loss_mask": 0.635453350841999, "decode.d1.loss_dice": 0.9986853539943695, "decode.d2.loss_cls": 1.0457338109612464, "decode.d2.loss_mask": 0.6510826840996742, "decode.d2.loss_dice": 1.0126314550638198, "decode.d3.loss_cls": 0.9752954289317131, "decode.d3.loss_mask": 0.6314557015895843, "decode.d3.loss_dice": 0.9909327328205109, "decode.d4.loss_cls": 0.9033310145139695, "decode.d4.loss_mask": 0.6408412978053093, "decode.d4.loss_dice": 1.0067611187696457, "decode.d5.loss_cls": 0.9486944682896137, "decode.d5.loss_mask": 0.6455424755811692, "decode.d5.loss_dice": 0.9932062000036239, "decode.d6.loss_cls": 0.954718915373087, "decode.d6.loss_mask": 0.6249618574976921, "decode.d6.loss_dice": 0.998119193315506, "decode.d7.loss_cls": 0.8589575707912445, "decode.d7.loss_mask": 0.6248391956090927, "decode.d7.loss_dice": 1.008406713604927, "decode.d8.loss_cls": 0.8881715118885041, "decode.d8.loss_mask": 0.6302769675850868, "decode.d8.loss_dice": 1.015108436346054, "time": 0.5529049158096313, "memory": 7280, "step": 27350}
{"lr": 8.444688419180249e-06, "data_time": 0.009115076065063477, "grad_norm": 91.65296020507813, "loss": 24.268520641326905, "decode.loss_cls": 0.6853440403938293, "decode.loss_mask": 0.5854980751872063, "decode.loss_dice": 0.940807893872261, "decode.d0.loss_cls": 2.1685250043869018, "decode.d0.loss_mask": 0.6775477379560471, "decode.d0.loss_dice": 1.084619763493538, "decode.d1.loss_cls": 0.8738162398338318, "decode.d1.loss_mask": 0.6450953871011734, "decode.d1.loss_dice": 0.9886843472719192, "decode.d2.loss_cls": 0.7463500380516053, "decode.d2.loss_mask": 0.6190278381109238, "decode.d2.loss_dice": 0.9666297554969787, "decode.d3.loss_cls": 0.6558160170912742, "decode.d3.loss_mask": 0.6084201604127883, "decode.d3.loss_dice": 0.9325889825820923, "decode.d4.loss_cls": 0.6833327606320381, "decode.d4.loss_mask": 0.60167096555233, "decode.d4.loss_dice": 0.9428460836410523, "decode.d5.loss_cls": 0.7037202626466751, "decode.d5.loss_mask": 0.5857741743326187, "decode.d5.loss_dice": 0.9229030311107635, "decode.d6.loss_cls": 0.6895927205681801, "decode.d6.loss_mask": 0.5708799108862876, "decode.d6.loss_dice": 0.9369604587554932, "decode.d7.loss_cls": 0.7078116163611412, "decode.d7.loss_mask": 0.5871276289224625, "decode.d7.loss_dice": 0.9350600630044937, "decode.d8.loss_cls": 0.6958954930305481, "decode.d8.loss_mask": 0.5857215628027916, "decode.d8.loss_dice": 0.9404538303613663, "time": 0.529306173324585, "memory": 7274, "step": 27400}
{"lr": 8.441822520654867e-06, "data_time": 0.009073662757873534, "grad_norm": 85.88759231567383, "loss": 28.27363815307617, "decode.loss_cls": 0.9279935300350189, "decode.loss_mask": 0.7793685019016265, "decode.loss_dice": 0.9084169879555702, "decode.d0.loss_cls": 2.2207107186317443, "decode.d0.loss_mask": 0.928517809510231, "decode.d0.loss_dice": 1.0562218055129051, "decode.d1.loss_cls": 1.0418331354856492, "decode.d1.loss_mask": 0.8574975430965424, "decode.d1.loss_dice": 0.9907591119408607, "decode.d2.loss_cls": 0.9594560623168945, "decode.d2.loss_mask": 0.8018818974494935, "decode.d2.loss_dice": 0.9493931561708451, "decode.d3.loss_cls": 0.9128953069448471, "decode.d3.loss_mask": 0.8062296241521836, "decode.d3.loss_dice": 0.9099173873662949, "decode.d4.loss_cls": 0.889121749997139, "decode.d4.loss_mask": 0.8013010829687118, "decode.d4.loss_dice": 0.90464246571064, "decode.d5.loss_cls": 0.8891226202249527, "decode.d5.loss_mask": 0.800726318359375, "decode.d5.loss_dice": 0.920098851621151, "decode.d6.loss_cls": 0.9072249591350555, "decode.d6.loss_mask": 0.8034954577684402, "decode.d6.loss_dice": 0.921965204179287, "decode.d7.loss_cls": 0.9070821061730385, "decode.d7.loss_mask": 0.8854889243841171, "decode.d7.loss_dice": 0.9541020348668099, "decode.d8.loss_cls": 0.9380573868751526, "decode.d8.loss_mask": 0.7878674805164337, "decode.d8.loss_dice": 0.9122489914298058, "time": 0.5299578189849854, "memory": 7251, "step": 27450}
{"lr": 8.43895651402113e-06, "data_time": 0.009073710441589356, "grad_norm": 86.52377700805664, "loss": 29.302229022979738, "decode.loss_cls": 0.8885345041751862, "decode.loss_mask": 0.7112593084573746, "decode.loss_dice": 1.0869799643754958, "decode.d0.loss_cls": 2.4729593634605407, "decode.d0.loss_mask": 0.841045594215393, "decode.d0.loss_dice": 1.297779604792595, "decode.d1.loss_cls": 0.9520379275083541, "decode.d1.loss_mask": 0.8072540283203125, "decode.d1.loss_dice": 1.2461131721735001, "decode.d2.loss_cls": 0.9128881677985191, "decode.d2.loss_mask": 0.7324586570262909, "decode.d2.loss_dice": 1.1182487219572068, "decode.d3.loss_cls": 0.9101516865193844, "decode.d3.loss_mask": 0.724930790066719, "decode.d3.loss_dice": 1.10545557141304, "decode.d4.loss_cls": 0.8749210335314274, "decode.d4.loss_mask": 0.7581064760684967, "decode.d4.loss_dice": 1.1299824118614197, "decode.d5.loss_cls": 0.8378471821546555, "decode.d5.loss_mask": 0.727953451871872, "decode.d5.loss_dice": 1.1072674185037612, "decode.d6.loss_cls": 0.8279141068458558, "decode.d6.loss_mask": 0.7256104737520218, "decode.d6.loss_dice": 1.1151363790035247, "decode.d7.loss_cls": 0.9043730884790421, "decode.d7.loss_mask": 0.7030180901288986, "decode.d7.loss_dice": 1.0904737800359725, "decode.d8.loss_cls": 0.8805765807628632, "decode.d8.loss_mask": 0.7162290513515472, "decode.d8.loss_dice": 1.0947231322526931, "time": 0.5300227880477906, "memory": 7349, "step": 27500}
{"lr": 8.436090399234156e-06, "data_time": 0.008899521827697755, "grad_norm": 88.17860488891601, "loss": 29.554622840881347, "decode.loss_cls": 0.8228544592857361, "decode.loss_mask": 0.7551815360784531, "decode.loss_dice": 1.1851170718669892, "decode.d0.loss_cls": 2.3576972126960754, "decode.d0.loss_mask": 0.8048558861017228, "decode.d0.loss_dice": 1.2883645057678224, "decode.d1.loss_cls": 1.0171062111854554, "decode.d1.loss_mask": 0.7677202969789505, "decode.d1.loss_dice": 1.2146398544311523, "decode.d2.loss_cls": 0.9575881421566009, "decode.d2.loss_mask": 0.7536067813634872, "decode.d2.loss_dice": 1.1626226603984833, "decode.d3.loss_cls": 0.9461904674768448, "decode.d3.loss_mask": 0.7321460664272308, "decode.d3.loss_dice": 1.1205295145511627, "decode.d4.loss_cls": 0.8999196588993073, "decode.d4.loss_mask": 0.7565246045589447, "decode.d4.loss_dice": 1.1492174237966537, "decode.d5.loss_cls": 0.848113802075386, "decode.d5.loss_mask": 0.7828752636909485, "decode.d5.loss_dice": 1.1381051898002625, "decode.d6.loss_cls": 0.7970048904418945, "decode.d6.loss_mask": 0.7485902279615402, "decode.d6.loss_dice": 1.1258905410766602, "decode.d7.loss_cls": 0.7758105486631394, "decode.d7.loss_mask": 0.7537619203329087, "decode.d7.loss_dice": 1.160391891002655, "decode.d8.loss_cls": 0.8229670703411103, "decode.d8.loss_mask": 0.7470101356506348, "decode.d8.loss_dice": 1.1622195184230804, "time": 0.5299767971038818, "memory": 7169, "step": 27550}
{"lr": 8.433224176249021e-06, "data_time": 0.009177231788635254, "grad_norm": 114.35223693847657, "loss": 25.372459602355956, "decode.loss_cls": 0.7282977268099785, "decode.loss_mask": 0.7299054265022278, "decode.loss_dice": 0.8397527873516083, "decode.d0.loss_cls": 2.472613286972046, "decode.d0.loss_mask": 0.7914923906326294, "decode.d0.loss_dice": 0.9157792896032333, "decode.d1.loss_cls": 0.8754224091768265, "decode.d1.loss_mask": 0.7384778380393981, "decode.d1.loss_dice": 0.9193104922771453, "decode.d2.loss_cls": 0.801335009932518, "decode.d2.loss_mask": 0.736722981929779, "decode.d2.loss_dice": 0.8959173321723938, "decode.d3.loss_cls": 0.8060946732759475, "decode.d3.loss_mask": 0.7298632562160492, "decode.d3.loss_dice": 0.8496106475591659, "decode.d4.loss_cls": 0.7470183700323105, "decode.d4.loss_mask": 0.7271520137786865, "decode.d4.loss_dice": 0.8523595571517945, "decode.d5.loss_cls": 0.7274510413408279, "decode.d5.loss_mask": 0.7169239938259124, "decode.d5.loss_dice": 0.8461488723754883, "decode.d6.loss_cls": 0.7659658834338188, "decode.d6.loss_mask": 0.7283307194709778, "decode.d6.loss_dice": 0.8168568730354309, "decode.d7.loss_cls": 0.7878555193543434, "decode.d7.loss_mask": 0.7235707491636276, "decode.d7.loss_dice": 0.8402108669281005, "decode.d8.loss_cls": 0.7421570613980293, "decode.d8.loss_mask": 0.7097940087318421, "decode.d8.loss_dice": 0.8100699841976166, "time": 0.5589863300323487, "memory": 7169, "step": 27600}
{"lr": 8.4303578450208e-06, "data_time": 0.009228277206420898, "grad_norm": 101.78094863891602, "loss": 36.40822067260742, "decode.loss_cls": 1.063741672039032, "decode.loss_mask": 0.8330602824687958, "decode.loss_dice": 1.4403304517269135, "decode.d0.loss_cls": 2.770761501789093, "decode.d0.loss_mask": 0.9299647331237793, "decode.d0.loss_dice": 1.7244555354118347, "decode.d1.loss_cls": 1.2615862667560578, "decode.d1.loss_mask": 0.885854285955429, "decode.d1.loss_dice": 1.6201063334941863, "decode.d2.loss_cls": 1.1826455473899842, "decode.d2.loss_mask": 0.8560508370399476, "decode.d2.loss_dice": 1.5033939480781555, "decode.d3.loss_cls": 1.0470610022544862, "decode.d3.loss_mask": 0.8494313657283783, "decode.d3.loss_dice": 1.5161539316177368, "decode.d4.loss_cls": 1.0545773327350616, "decode.d4.loss_mask": 0.8479775369167328, "decode.d4.loss_dice": 1.5190883696079254, "decode.d5.loss_cls": 1.1103580296039581, "decode.d5.loss_mask": 0.8403605580329895, "decode.d5.loss_dice": 1.4837244927883149, "decode.d6.loss_cls": 1.0550250828266143, "decode.d6.loss_mask": 0.8383041083812713, "decode.d6.loss_dice": 1.4700859546661378, "decode.d7.loss_cls": 1.0552573800086975, "decode.d7.loss_mask": 0.8581168055534363, "decode.d7.loss_dice": 1.460314691066742, "decode.d8.loss_cls": 1.0748253643512726, "decode.d8.loss_mask": 0.8269785583019257, "decode.d8.loss_dice": 1.42862566113472, "time": 0.5292691230773926, "memory": 7293, "step": 27650}
{"lr": 8.427491405504505e-06, "data_time": 0.008915972709655762, "grad_norm": 85.04236145019532, "loss": 23.94187660217285, "decode.loss_cls": 0.5393764197826385, "decode.loss_mask": 0.7291470289230346, "decode.loss_dice": 0.9634069919586181, "decode.d0.loss_cls": 1.9328659653663636, "decode.d0.loss_mask": 0.7126399576663971, "decode.d0.loss_dice": 1.0104097068309783, "decode.d1.loss_cls": 0.7228065326809883, "decode.d1.loss_mask": 0.7308850169181824, "decode.d1.loss_dice": 1.0053530752658844, "decode.d2.loss_cls": 0.5781651645898819, "decode.d2.loss_mask": 0.7336850851774216, "decode.d2.loss_dice": 0.9685228884220123, "decode.d3.loss_cls": 0.5620410576462745, "decode.d3.loss_mask": 0.7256706178188324, "decode.d3.loss_dice": 0.9829942762851716, "decode.d4.loss_cls": 0.5409326091408729, "decode.d4.loss_mask": 0.7346569061279297, "decode.d4.loss_dice": 0.9687253415584565, "decode.d5.loss_cls": 0.520175102353096, "decode.d5.loss_mask": 0.7039257764816285, "decode.d5.loss_dice": 0.9654604971408844, "decode.d6.loss_cls": 0.5042703807353973, "decode.d6.loss_mask": 0.72113316655159, "decode.d6.loss_dice": 0.966827005147934, "decode.d7.loss_cls": 0.5190669029951096, "decode.d7.loss_mask": 0.7168783247470856, "decode.d7.loss_dice": 0.9660779953002929, "decode.d8.loss_cls": 0.5230973020195961, "decode.d8.loss_mask": 0.7186183154582977, "decode.d8.loss_dice": 0.9740607023239136, "time": 0.5792953491210937, "memory": 7253, "step": 27700}
{"lr": 8.42462485765511e-06, "data_time": 0.009221553802490234, "grad_norm": 91.43942298889161, "loss": 24.820869159698486, "decode.loss_cls": 0.8022299438714982, "decode.loss_mask": 0.6765147998929024, "decode.loss_dice": 0.7800137013196945, "decode.d0.loss_cls": 2.117397975921631, "decode.d0.loss_mask": 0.7366807371377945, "decode.d0.loss_dice": 0.9072114646434783, "decode.d1.loss_cls": 1.0354583114385605, "decode.d1.loss_mask": 0.6962408766150474, "decode.d1.loss_dice": 0.8248919099569321, "decode.d2.loss_cls": 0.8902662813663482, "decode.d2.loss_mask": 0.702372319996357, "decode.d2.loss_dice": 0.8044937759637832, "decode.d3.loss_cls": 0.8554744750261307, "decode.d3.loss_mask": 0.7084378585219383, "decode.d3.loss_dice": 0.7910542488098145, "decode.d4.loss_cls": 0.8332508891820908, "decode.d4.loss_mask": 0.6861875876784325, "decode.d4.loss_dice": 0.7624800860881805, "decode.d5.loss_cls": 0.8816659420728683, "decode.d5.loss_mask": 0.6727484613656998, "decode.d5.loss_dice": 0.7859612062573433, "decode.d6.loss_cls": 0.8352203696966172, "decode.d6.loss_mask": 0.6745499894022942, "decode.d6.loss_dice": 0.7766132771968841, "decode.d7.loss_cls": 0.8117690354585647, "decode.d7.loss_mask": 0.6862856701016427, "decode.d7.loss_dice": 0.7822166204452514, "decode.d8.loss_cls": 0.8138917684555054, "decode.d8.loss_mask": 0.6989925220608711, "decode.d8.loss_dice": 0.7902976453304291, "time": 0.5282857894897461, "memory": 7233, "step": 27750}
{"lr": 8.421758201427565e-06, "data_time": 0.009121441841125488, "grad_norm": 87.54685478210449, "loss": 27.717590713500975, "decode.loss_cls": 0.8245805680751801, "decode.loss_mask": 0.7084942102432251, "decode.loss_dice": 1.0054959297180175, "decode.d0.loss_cls": 2.3450176239013674, "decode.d0.loss_mask": 0.7485700577497483, "decode.d0.loss_dice": 1.156939733028412, "decode.d1.loss_cls": 1.056828173995018, "decode.d1.loss_mask": 0.7156173408031463, "decode.d1.loss_dice": 1.0421242833137512, "decode.d2.loss_cls": 1.001550617814064, "decode.d2.loss_mask": 0.6880268603563309, "decode.d2.loss_dice": 1.0081261694431305, "decode.d3.loss_cls": 0.9103893667459488, "decode.d3.loss_mask": 0.7029420763254166, "decode.d3.loss_dice": 0.974852854013443, "decode.d4.loss_cls": 0.9337301760911941, "decode.d4.loss_mask": 0.7028159201145172, "decode.d4.loss_dice": 1.008032876253128, "decode.d5.loss_cls": 0.8679187029600144, "decode.d5.loss_mask": 0.708475586771965, "decode.d5.loss_dice": 1.0283453464508057, "decode.d6.loss_cls": 0.8009599491953849, "decode.d6.loss_mask": 0.7160943180322648, "decode.d6.loss_dice": 1.024198877811432, "decode.d7.loss_cls": 0.781770507991314, "decode.d7.loss_mask": 0.7168389767408371, "decode.d7.loss_dice": 1.0062995374202728, "decode.d8.loss_cls": 0.8154672771692276, "decode.d8.loss_mask": 0.7121198862791062, "decode.d8.loss_dice": 1.0049667537212372, "time": 0.5286290407180786, "memory": 7239, "step": 27800}
{"lr": 8.418891436776775e-06, "data_time": 0.00926671028137207, "grad_norm": 109.81606750488281, "loss": 28.357358741760255, "decode.loss_cls": 0.8387598425149918, "decode.loss_mask": 0.7672614872455596, "decode.loss_dice": 1.0214246779680252, "decode.d0.loss_cls": 2.282955729961395, "decode.d0.loss_mask": 0.7644576042890548, "decode.d0.loss_dice": 1.20357845723629, "decode.d1.loss_cls": 0.9897421151399612, "decode.d1.loss_mask": 0.7918717563152313, "decode.d1.loss_dice": 1.133948528766632, "decode.d2.loss_cls": 0.9074825376272202, "decode.d2.loss_mask": 0.7523343205451966, "decode.d2.loss_dice": 1.0802728474140166, "decode.d3.loss_cls": 0.8495683953166008, "decode.d3.loss_mask": 0.7673218846321106, "decode.d3.loss_dice": 1.0612094968557357, "decode.d4.loss_cls": 0.8436529606580734, "decode.d4.loss_mask": 0.7641044795513153, "decode.d4.loss_dice": 1.0722858339548111, "decode.d5.loss_cls": 0.81947972625494, "decode.d5.loss_mask": 0.7526571094989777, "decode.d5.loss_dice": 1.0382479816675185, "decode.d6.loss_cls": 0.840964688360691, "decode.d6.loss_mask": 0.7435745775699616, "decode.d6.loss_dice": 1.0147350817918777, "decode.d7.loss_cls": 0.802199237048626, "decode.d7.loss_mask": 0.7799483925104141, "decode.d7.loss_dice": 1.0412209779024124, "decode.d8.loss_cls": 0.8533092856407165, "decode.d8.loss_mask": 0.7662294566631317, "decode.d8.loss_dice": 1.0125588536262513, "time": 0.5288012504577637, "memory": 7187, "step": 27850}
{"lr": 8.416024563657613e-06, "data_time": 0.009126710891723632, "grad_norm": 94.24753341674804, "loss": 30.57054328918457, "decode.loss_cls": 0.8724445953965188, "decode.loss_mask": 0.6949044495821, "decode.loss_dice": 1.2965593934059143, "decode.d0.loss_cls": 2.2042298316955566, "decode.d0.loss_mask": 0.7507114827632904, "decode.d0.loss_dice": 1.473480486869812, "decode.d1.loss_cls": 1.0361684650182723, "decode.d1.loss_mask": 0.7537761956453324, "decode.d1.loss_dice": 1.3443709671497346, "decode.d2.loss_cls": 0.9191167548298835, "decode.d2.loss_mask": 0.7707395851612091, "decode.d2.loss_dice": 1.3334883153438568, "decode.d3.loss_cls": 0.8441188499331475, "decode.d3.loss_mask": 0.7341980427503586, "decode.d3.loss_dice": 1.2885941743850708, "decode.d4.loss_cls": 0.8923423051834106, "decode.d4.loss_mask": 0.7045697182416916, "decode.d4.loss_dice": 1.2629688918590545, "decode.d5.loss_cls": 0.8869552120566369, "decode.d5.loss_mask": 0.6914592236280441, "decode.d5.loss_dice": 1.2582482874393464, "decode.d6.loss_cls": 0.917725282907486, "decode.d6.loss_mask": 0.6851729422807693, "decode.d6.loss_dice": 1.2771667420864106, "decode.d7.loss_cls": 0.9155296951532363, "decode.d7.loss_mask": 0.6904900684952736, "decode.d7.loss_dice": 1.2551111221313476, "decode.d8.loss_cls": 0.8705172747373581, "decode.d8.loss_mask": 0.6841932654380798, "decode.d8.loss_dice": 1.26119145154953, "time": 0.5293301343917847, "memory": 7180, "step": 27900}
{"lr": 8.413157582024927e-06, "data_time": 0.009022665023803712, "grad_norm": 83.06459426879883, "loss": 27.526393699645997, "decode.loss_cls": 0.7385482795536518, "decode.loss_mask": 0.7294833913445473, "decode.loss_dice": 1.0386078186333179, "decode.d0.loss_cls": 2.0336206793785094, "decode.d0.loss_mask": 0.7988208964467048, "decode.d0.loss_dice": 1.2054888278245925, "decode.d1.loss_cls": 0.9018200755119323, "decode.d1.loss_mask": 0.8070062980055809, "decode.d1.loss_dice": 1.136110681295395, "decode.d2.loss_cls": 0.8155295208096505, "decode.d2.loss_mask": 0.7923174723982811, "decode.d2.loss_dice": 1.0652008518576621, "decode.d3.loss_cls": 0.7793461188673974, "decode.d3.loss_mask": 0.7699885606765747, "decode.d3.loss_dice": 1.0618781745433807, "decode.d4.loss_cls": 0.7579397164285183, "decode.d4.loss_mask": 0.7546442866325378, "decode.d4.loss_dice": 1.083307757228613, "decode.d5.loss_cls": 0.8065189488232136, "decode.d5.loss_mask": 0.734434361755848, "decode.d5.loss_dice": 1.0639635816216468, "decode.d6.loss_cls": 0.7905275829136371, "decode.d6.loss_mask": 0.738327431678772, "decode.d6.loss_dice": 1.0473645851016045, "decode.d7.loss_cls": 0.7649020493030548, "decode.d7.loss_mask": 0.7376815155148506, "decode.d7.loss_dice": 1.0458693496882916, "decode.d8.loss_cls": 0.7379586800932885, "decode.d8.loss_mask": 0.7373003140091896, "decode.d8.loss_dice": 1.0518858164548874, "time": 0.5297302961349487, "memory": 7260, "step": 27950}
{"lr": 8.410290491833522e-06, "data_time": 0.008907604217529296, "grad_norm": 85.27128524780274, "loss": 24.8824893951416, "decode.loss_cls": 0.6466914504766464, "decode.loss_mask": 0.7411888696253299, "decode.loss_dice": 0.9194095849990844, "decode.d0.loss_cls": 1.9989264249801635, "decode.d0.loss_mask": 0.7675429672002793, "decode.d0.loss_dice": 0.9769531577825546, "decode.d1.loss_cls": 0.7706643760204315, "decode.d1.loss_mask": 0.7471728846430779, "decode.d1.loss_dice": 1.0011339843273164, "decode.d2.loss_cls": 0.7213243514299392, "decode.d2.loss_mask": 0.7294563502073288, "decode.d2.loss_dice": 0.9650547057390213, "decode.d3.loss_cls": 0.6813110426068306, "decode.d3.loss_mask": 0.7364537388086319, "decode.d3.loss_dice": 0.9317830085754395, "decode.d4.loss_cls": 0.6713184595108033, "decode.d4.loss_mask": 0.7027945175766945, "decode.d4.loss_dice": 0.9161349534988403, "decode.d5.loss_cls": 0.6591554567217827, "decode.d5.loss_mask": 0.7495450407266617, "decode.d5.loss_dice": 0.9184550374746323, "decode.d6.loss_cls": 0.6413314029574394, "decode.d6.loss_mask": 0.7524614609777928, "decode.d6.loss_dice": 0.9271819561719894, "decode.d7.loss_cls": 0.6443370297551155, "decode.d7.loss_mask": 0.7475455433130265, "decode.d7.loss_dice": 0.9278717845678329, "decode.d8.loss_cls": 0.6249462306499481, "decode.d8.loss_mask": 0.7488001704216003, "decode.d8.loss_dice": 0.9155433446168899, "time": 0.5289458990097046, "memory": 7256, "step": 28000}
{"lr": 8.407423293038154e-06, "data_time": 0.00908346176147461, "grad_norm": 78.38576126098633, "loss": 26.337947940826417, "decode.loss_cls": 0.875090879201889, "decode.loss_mask": 0.6770699054002762, "decode.loss_dice": 0.9380802392959595, "decode.d0.loss_cls": 2.0453701496124266, "decode.d0.loss_mask": 0.6964868575334549, "decode.d0.loss_dice": 1.0523195296525956, "decode.d1.loss_cls": 0.9881251692771912, "decode.d1.loss_mask": 0.6987915247678756, "decode.d1.loss_dice": 0.9774729162454605, "decode.d2.loss_cls": 0.9306723713874817, "decode.d2.loss_mask": 0.7013121128082276, "decode.d2.loss_dice": 0.9345922768115997, "decode.d3.loss_cls": 0.8649042904376983, "decode.d3.loss_mask": 0.6853462845087052, "decode.d3.loss_dice": 0.9288494229316712, "decode.d4.loss_cls": 0.863015428185463, "decode.d4.loss_mask": 0.6725119858980179, "decode.d4.loss_dice": 0.9085218578577041, "decode.d5.loss_cls": 0.8843998104333878, "decode.d5.loss_mask": 0.6948011726140976, "decode.d5.loss_dice": 0.9408406466245651, "decode.d6.loss_cls": 0.883591604232788, "decode.d6.loss_mask": 0.6738255679607391, "decode.d6.loss_dice": 0.91819626390934, "decode.d7.loss_cls": 0.8314728707075119, "decode.d7.loss_mask": 0.6796808481216431, "decode.d7.loss_dice": 0.9255083829164505, "decode.d8.loss_cls": 0.8866787195205689, "decode.d8.loss_mask": 0.6614861428737641, "decode.d8.loss_dice": 0.9189320057630539, "time": 0.5558852672576904, "memory": 7219, "step": 28050}
{"lr": 8.404555985593547e-06, "data_time": 0.008984041213989259, "grad_norm": 81.23731651306153, "loss": 33.18034238815308, "decode.loss_cls": 0.931721419095993, "decode.loss_mask": 0.756574559211731, "decode.loss_dice": 1.3599781215190887, "decode.d0.loss_cls": 2.477240037918091, "decode.d0.loss_mask": 0.8433429628610611, "decode.d0.loss_dice": 1.604639959335327, "decode.d1.loss_cls": 1.0975640535354614, "decode.d1.loss_mask": 0.7725568503141403, "decode.d1.loss_dice": 1.4164360582828521, "decode.d2.loss_cls": 1.0398455202579497, "decode.d2.loss_mask": 0.7891842484474182, "decode.d2.loss_dice": 1.3884916067123414, "decode.d3.loss_cls": 1.020268541574478, "decode.d3.loss_mask": 0.7835528612136841, "decode.d3.loss_dice": 1.3600384533405303, "decode.d4.loss_cls": 0.9955280900001526, "decode.d4.loss_mask": 0.7872970700263977, "decode.d4.loss_dice": 1.3585448443889618, "decode.d5.loss_cls": 1.001579263806343, "decode.d5.loss_mask": 0.7728812783956528, "decode.d5.loss_dice": 1.3567255914211274, "decode.d6.loss_cls": 1.0039795964956284, "decode.d6.loss_mask": 0.761945155262947, "decode.d6.loss_dice": 1.345302587747574, "decode.d7.loss_cls": 0.9898080781102181, "decode.d7.loss_mask": 0.7585118666291237, "decode.d7.loss_dice": 1.3593358039855956, "decode.d8.loss_cls": 0.9224271297454834, "decode.d8.loss_mask": 0.7647675096988678, "decode.d8.loss_dice": 1.3602735310792924, "time": 0.5304268836975098, "memory": 7296, "step": 28100}
{"lr": 8.401688569454408e-06, "data_time": 0.00910954475402832, "grad_norm": 79.26107978820801, "loss": 33.156300735473636, "decode.loss_cls": 1.0006964325904846, "decode.loss_mask": 0.869126507639885, "decode.loss_dice": 1.2145023465156555, "decode.d0.loss_cls": 2.5553924322128294, "decode.d0.loss_mask": 0.913299697637558, "decode.d0.loss_dice": 1.3962310075759887, "decode.d1.loss_cls": 1.0361338973045349, "decode.d1.loss_mask": 0.9215842515230179, "decode.d1.loss_dice": 1.3932246565818787, "decode.d2.loss_cls": 0.9953649044036865, "decode.d2.loss_mask": 0.8739980220794678, "decode.d2.loss_dice": 1.2634201645851135, "decode.d3.loss_cls": 1.035704669356346, "decode.d3.loss_mask": 0.892105507850647, "decode.d3.loss_dice": 1.2521235823631287, "decode.d4.loss_cls": 1.0128684639930725, "decode.d4.loss_mask": 0.8816688299179077, "decode.d4.loss_dice": 1.2465349674224853, "decode.d5.loss_cls": 0.9920318424701691, "decode.d5.loss_mask": 0.8789058804512024, "decode.d5.loss_dice": 1.2361421227455138, "decode.d6.loss_cls": 0.9348650246858596, "decode.d6.loss_mask": 0.9021452367305756, "decode.d6.loss_dice": 1.2683081775903702, "decode.d7.loss_cls": 0.9883711606264114, "decode.d7.loss_mask": 0.8807994484901428, "decode.d7.loss_dice": 1.2463777869939805, "decode.d8.loss_cls": 0.9482808351516724, "decode.d8.loss_mask": 0.8797992110252381, "decode.d8.loss_dice": 1.246293568611145, "time": 0.5567779779434204, "memory": 7175, "step": 28150}
{"lr": 8.398821044575389e-06, "data_time": 0.009320759773254394, "grad_norm": 101.3122543334961, "loss": 25.648284339904784, "decode.loss_cls": 0.6776335790753365, "decode.loss_mask": 0.7062905550003051, "decode.loss_dice": 0.9493691712617874, "decode.d0.loss_cls": 1.978183424472809, "decode.d0.loss_mask": 0.7846553444862365, "decode.d0.loss_dice": 1.1942688763141631, "decode.d1.loss_cls": 0.8683290734887124, "decode.d1.loss_mask": 0.724292129278183, "decode.d1.loss_dice": 1.0761410623788834, "decode.d2.loss_cls": 0.7118879735469819, "decode.d2.loss_mask": 0.747845908999443, "decode.d2.loss_dice": 1.0366956114768981, "decode.d3.loss_cls": 0.7181450426578522, "decode.d3.loss_mask": 0.6949262619018555, "decode.d3.loss_dice": 0.9620625033974648, "decode.d4.loss_cls": 0.7273613512516022, "decode.d4.loss_mask": 0.6989257633686066, "decode.d4.loss_dice": 0.9721001371741295, "decode.d5.loss_cls": 0.6997600421309471, "decode.d5.loss_mask": 0.7060945749282836, "decode.d5.loss_dice": 0.9831838518381119, "decode.d6.loss_cls": 0.6507210627198219, "decode.d6.loss_mask": 0.7134198307991028, "decode.d6.loss_dice": 0.9694633051753044, "decode.d7.loss_cls": 0.6679211214184761, "decode.d7.loss_mask": 0.7096207171678544, "decode.d7.loss_dice": 0.9560283347964287, "decode.d8.loss_cls": 0.7171541139483452, "decode.d8.loss_mask": 0.6907935321331025, "decode.d8.loss_dice": 0.9550101682543755, "time": 0.5291426420211792, "memory": 7205, "step": 28200}
{"lr": 8.395953410911114e-06, "data_time": 0.009139728546142579, "grad_norm": 76.17108497619628, "loss": 29.479550552368163, "decode.loss_cls": 0.9744138032197952, "decode.loss_mask": 0.6757654428482056, "decode.loss_dice": 1.036252200603485, "decode.d0.loss_cls": 2.580278778076172, "decode.d0.loss_mask": 0.8032825350761413, "decode.d0.loss_dice": 1.244453877210617, "decode.d1.loss_cls": 1.103643137216568, "decode.d1.loss_mask": 0.7198287934064865, "decode.d1.loss_dice": 1.1972594797611236, "decode.d2.loss_cls": 0.9519872218370438, "decode.d2.loss_mask": 0.7295177161693573, "decode.d2.loss_dice": 1.1369050443172455, "decode.d3.loss_cls": 1.0160281211137772, "decode.d3.loss_mask": 0.7160061359405517, "decode.d3.loss_dice": 1.0758755028247833, "decode.d4.loss_cls": 1.032641139626503, "decode.d4.loss_mask": 0.6728370994329452, "decode.d4.loss_dice": 1.0409720718860627, "decode.d5.loss_cls": 0.9797127068042755, "decode.d5.loss_mask": 0.7097634613513947, "decode.d5.loss_dice": 1.0323028028011323, "decode.d6.loss_cls": 0.9666161239147186, "decode.d6.loss_mask": 0.6956538528203964, "decode.d6.loss_dice": 1.0219633638858796, "decode.d7.loss_cls": 0.9678796380758286, "decode.d7.loss_mask": 0.6842780172824859, "decode.d7.loss_dice": 1.0324540376663207, "decode.d8.loss_cls": 0.9685509920120239, "decode.d8.loss_mask": 0.680955684185028, "decode.d8.loss_dice": 1.03147212266922, "time": 0.5561423540115357, "memory": 7221, "step": 28250}
{"lr": 8.393085668416167e-06, "data_time": 0.009198641777038575, "grad_norm": 81.85593032836914, "loss": 32.54250240325928, "decode.loss_cls": 0.9344678342342376, "decode.loss_mask": 0.8121951282024383, "decode.loss_dice": 1.192131945490837, "decode.d0.loss_cls": 2.567861831188202, "decode.d0.loss_mask": 0.9039681792259217, "decode.d0.loss_dice": 1.4170759737491607, "decode.d1.loss_cls": 1.091861855983734, "decode.d1.loss_mask": 0.8946888208389282, "decode.d1.loss_dice": 1.3257951319217682, "decode.d2.loss_cls": 0.9572092711925506, "decode.d2.loss_mask": 0.9070447683334351, "decode.d2.loss_dice": 1.2967231571674347, "decode.d3.loss_cls": 0.9284881293773651, "decode.d3.loss_mask": 0.8364888161420823, "decode.d3.loss_dice": 1.2204085886478424, "decode.d4.loss_cls": 0.9540272891521454, "decode.d4.loss_mask": 0.8320710718631744, "decode.d4.loss_dice": 1.2294761776924132, "decode.d5.loss_cls": 1.0250656366348267, "decode.d5.loss_mask": 0.8459300041198731, "decode.d5.loss_dice": 1.237009745836258, "decode.d6.loss_cls": 1.0401261150836945, "decode.d6.loss_mask": 0.8153297901153564, "decode.d6.loss_dice": 1.197606384754181, "decode.d7.loss_cls": 1.0221586167812347, "decode.d7.loss_mask": 0.8450198888778686, "decode.d7.loss_dice": 1.2099834859371186, "decode.d8.loss_cls": 0.9706394255161286, "decode.d8.loss_mask": 0.8327325016260148, "decode.d8.loss_dice": 1.198918280005455, "time": 0.5292464971542359, "memory": 7233, "step": 28300}
{"lr": 8.3902178170451e-06, "data_time": 0.009184741973876953, "grad_norm": 95.13445205688477, "loss": 27.14259738922119, "decode.loss_cls": 0.7041123330593109, "decode.loss_mask": 0.7484452188014984, "decode.loss_dice": 0.9975688457489014, "decode.d0.loss_cls": 2.307611012458801, "decode.d0.loss_mask": 0.796080482006073, "decode.d0.loss_dice": 1.2310077250003815, "decode.d1.loss_cls": 0.922248512506485, "decode.d1.loss_mask": 0.7556463241577148, "decode.d1.loss_dice": 1.1089818745851516, "decode.d2.loss_cls": 0.7269550740718842, "decode.d2.loss_mask": 0.7700313866138458, "decode.d2.loss_dice": 1.0960046201944351, "decode.d3.loss_cls": 0.6881394401192665, "decode.d3.loss_mask": 0.7436765193939209, "decode.d3.loss_dice": 1.0478814780712127, "decode.d4.loss_cls": 0.7631500273942947, "decode.d4.loss_mask": 0.7350913703441619, "decode.d4.loss_dice": 1.0400744587183, "decode.d5.loss_cls": 0.8088663399219513, "decode.d5.loss_mask": 0.6941781789064407, "decode.d5.loss_dice": 1.0006184965372085, "decode.d6.loss_cls": 0.7180976212024689, "decode.d6.loss_mask": 0.741013914346695, "decode.d6.loss_dice": 1.054015040397644, "decode.d7.loss_cls": 0.7191387236118316, "decode.d7.loss_mask": 0.7471910655498505, "decode.d7.loss_dice": 1.0116589307785033, "decode.d8.loss_cls": 0.6918559789657592, "decode.d8.loss_mask": 0.7513653874397278, "decode.d8.loss_dice": 1.021891239285469, "time": 0.52703857421875, "memory": 7189, "step": 28350}
{"lr": 8.387349856752431e-06, "data_time": 0.009220385551452636, "grad_norm": 87.8838493347168, "loss": 30.366863632202147, "decode.loss_cls": 0.7890077337622643, "decode.loss_mask": 0.884595987200737, "decode.loss_dice": 1.1634080171585084, "decode.d0.loss_cls": 2.1889191389083864, "decode.d0.loss_mask": 0.901429757475853, "decode.d0.loss_dice": 1.358885644376278, "decode.d1.loss_cls": 0.9463110595941544, "decode.d1.loss_mask": 0.9441246539354324, "decode.d1.loss_dice": 1.278969904780388, "decode.d2.loss_cls": 0.8262168318033218, "decode.d2.loss_mask": 0.8961950898170471, "decode.d2.loss_dice": 1.2221867203712464, "decode.d3.loss_cls": 0.8286855772137642, "decode.d3.loss_mask": 0.8615793406963348, "decode.d3.loss_dice": 1.161572214961052, "decode.d4.loss_cls": 0.8136806041002274, "decode.d4.loss_mask": 0.8856473803520203, "decode.d4.loss_dice": 1.145427057147026, "decode.d5.loss_cls": 0.7784723117947578, "decode.d5.loss_mask": 0.8953170776367188, "decode.d5.loss_dice": 1.167162150144577, "decode.d6.loss_cls": 0.7707576006650925, "decode.d6.loss_mask": 0.8755944401025773, "decode.d6.loss_dice": 1.1343660816550254, "decode.d7.loss_cls": 0.7417514562606812, "decode.d7.loss_mask": 0.8954779624938964, "decode.d7.loss_dice": 1.1669321417808534, "decode.d8.loss_cls": 0.7461456149816513, "decode.d8.loss_mask": 0.8962632089853286, "decode.d8.loss_dice": 1.2017814725637437, "time": 0.5269105911254883, "memory": 7212, "step": 28400}
{"lr": 8.384481787492623e-06, "data_time": 0.00908803939819336, "grad_norm": 94.18710861206054, "loss": 35.47726945877075, "decode.loss_cls": 1.0311315476894378, "decode.loss_mask": 0.8920567542314529, "decode.loss_dice": 1.377645778656006, "decode.d0.loss_cls": 2.6200449109077453, "decode.d0.loss_mask": 0.9779284179210663, "decode.d0.loss_dice": 1.5993053168058395, "decode.d1.loss_cls": 1.2037105143070221, "decode.d1.loss_mask": 0.9076888024806976, "decode.d1.loss_dice": 1.4592025727033615, "decode.d2.loss_cls": 1.1384128838777543, "decode.d2.loss_mask": 0.8935783803462982, "decode.d2.loss_dice": 1.4043760925531388, "decode.d3.loss_cls": 1.0592407166957856, "decode.d3.loss_mask": 0.8790380954742432, "decode.d3.loss_dice": 1.355483815073967, "decode.d4.loss_cls": 1.079185040295124, "decode.d4.loss_mask": 0.8721176743507385, "decode.d4.loss_dice": 1.354974740743637, "decode.d5.loss_cls": 1.0923309937119483, "decode.d5.loss_mask": 0.9183997988700867, "decode.d5.loss_dice": 1.3730804383754731, "decode.d6.loss_cls": 1.0755619525909423, "decode.d6.loss_mask": 0.8909888446331025, "decode.d6.loss_dice": 1.367795592546463, "decode.d7.loss_cls": 1.0351518243551254, "decode.d7.loss_mask": 0.9025642365217209, "decode.d7.loss_dice": 1.403812864422798, "decode.d8.loss_cls": 1.082343727350235, "decode.d8.loss_mask": 0.8880280643701554, "decode.d8.loss_dice": 1.34209046959877, "time": 0.5277827024459839, "memory": 7236, "step": 28450}
{"lr": 8.381613609220131e-06, "data_time": 0.009014177322387695, "grad_norm": 85.33836631774902, "loss": 28.76881847381592, "decode.loss_cls": 0.9910653293132782, "decode.loss_mask": 0.6419549122452736, "decode.loss_dice": 1.13583202958107, "decode.d0.loss_cls": 2.084079909324646, "decode.d0.loss_mask": 0.6673074930906295, "decode.d0.loss_dice": 1.2986309051513671, "decode.d1.loss_cls": 1.0999193847179414, "decode.d1.loss_mask": 0.6601014941930771, "decode.d1.loss_dice": 1.1580132782459258, "decode.d2.loss_cls": 0.9630708247423172, "decode.d2.loss_mask": 0.6445678636431694, "decode.d2.loss_dice": 1.122601979970932, "decode.d3.loss_cls": 0.9743550896644593, "decode.d3.loss_mask": 0.6575528413057328, "decode.d3.loss_dice": 1.0966229557991027, "decode.d4.loss_cls": 0.9310598015785218, "decode.d4.loss_mask": 0.6550739288330079, "decode.d4.loss_dice": 1.1292456567287446, "decode.d5.loss_cls": 0.9644491136074066, "decode.d5.loss_mask": 0.6451959699392319, "decode.d5.loss_dice": 1.118396019935608, "decode.d6.loss_cls": 1.0088695466518403, "decode.d6.loss_mask": 0.6293009161949158, "decode.d6.loss_dice": 1.0822256982326508, "decode.d7.loss_cls": 0.9518860727548599, "decode.d7.loss_mask": 0.6373130202293396, "decode.d7.loss_dice": 1.1131276071071625, "decode.d8.loss_cls": 0.9620618939399719, "decode.d8.loss_mask": 0.6333998680114746, "decode.d8.loss_dice": 1.1115378797054292, "time": 0.5271809816360473, "memory": 7216, "step": 28500}
{"lr": 8.378745321889357e-06, "data_time": 0.008983945846557618, "grad_norm": 97.11836700439453, "loss": 26.156764221191406, "decode.loss_cls": 0.7276309564709663, "decode.loss_mask": 0.7370719075202942, "decode.loss_dice": 0.8651304483413697, "decode.d0.loss_cls": 2.502143847942352, "decode.d0.loss_mask": 0.7372618362307548, "decode.d0.loss_dice": 1.0171783193945885, "decode.d1.loss_cls": 0.9871206313371659, "decode.d1.loss_mask": 0.7706577219069004, "decode.d1.loss_dice": 0.954339012503624, "decode.d2.loss_cls": 0.8264711901545525, "decode.d2.loss_mask": 0.7450288966298103, "decode.d2.loss_dice": 0.9145127564668656, "decode.d3.loss_cls": 0.7775843754410744, "decode.d3.loss_mask": 0.7380168907344341, "decode.d3.loss_dice": 0.8844213902950286, "decode.d4.loss_cls": 0.7984648033976555, "decode.d4.loss_mask": 0.745820514857769, "decode.d4.loss_dice": 0.8872028708457946, "decode.d5.loss_cls": 0.7398708119988442, "decode.d5.loss_mask": 0.749965175241232, "decode.d5.loss_dice": 0.9113009929656982, "decode.d6.loss_cls": 0.7624949514865875, "decode.d6.loss_mask": 0.7287177123129368, "decode.d6.loss_dice": 0.8773728638887406, "decode.d7.loss_cls": 0.7789341390132904, "decode.d7.loss_mask": 0.7341663181781769, "decode.d7.loss_dice": 0.8655107617378235, "decode.d8.loss_cls": 0.7786946311593056, "decode.d8.loss_mask": 0.7346744686365128, "decode.d8.loss_dice": 0.8790035828948021, "time": 0.5283056259155273, "memory": 7310, "step": 28550}
{"lr": 8.37587692545467e-06, "data_time": 0.00892014503479004, "grad_norm": 92.35603713989258, "loss": 22.860884141921996, "decode.loss_cls": 0.7122072480618954, "decode.loss_mask": 0.6834714502096176, "decode.loss_dice": 0.7587022885680199, "decode.d0.loss_cls": 1.9870481371879578, "decode.d0.loss_mask": 0.752792988717556, "decode.d0.loss_dice": 0.8506969079375267, "decode.d1.loss_cls": 0.6580085679888725, "decode.d1.loss_mask": 0.6871419936418534, "decode.d1.loss_dice": 0.7882348984479904, "decode.d2.loss_cls": 0.7198744103312492, "decode.d2.loss_mask": 0.6768324106931687, "decode.d2.loss_dice": 0.7645060107111931, "decode.d3.loss_cls": 0.723439122736454, "decode.d3.loss_mask": 0.6919331893324852, "decode.d3.loss_dice": 0.7367449268698693, "decode.d4.loss_cls": 0.6471943952143192, "decode.d4.loss_mask": 0.6916305318474769, "decode.d4.loss_dice": 0.7618082985281944, "decode.d5.loss_cls": 0.6845794700086116, "decode.d5.loss_mask": 0.6928470566868782, "decode.d5.loss_dice": 0.7549774050712585, "decode.d6.loss_cls": 0.7091668602079153, "decode.d6.loss_mask": 0.6824260443449021, "decode.d6.loss_dice": 0.7392837464809418, "decode.d7.loss_cls": 0.7220496766269207, "decode.d7.loss_mask": 0.6679601818323135, "decode.d7.loss_dice": 0.7306799501180649, "decode.d8.loss_cls": 0.7447168312966823, "decode.d8.loss_mask": 0.6946502074599266, "decode.d8.loss_dice": 0.7452801063656807, "time": 0.5312479734420776, "memory": 7236, "step": 28600}
{"lr": 8.3730084198704e-06, "data_time": 0.008902359008789062, "grad_norm": 91.80261993408203, "loss": 27.561164379119873, "decode.loss_cls": 0.9692046403884887, "decode.loss_mask": 0.5901624143123627, "decode.loss_dice": 1.079939964413643, "decode.d0.loss_cls": 2.319019067287445, "decode.d0.loss_mask": 0.5588105678558349, "decode.d0.loss_dice": 1.209624245762825, "decode.d1.loss_cls": 1.02699915766716, "decode.d1.loss_mask": 0.5400884479284287, "decode.d1.loss_dice": 1.120568472146988, "decode.d2.loss_cls": 0.9189666688442231, "decode.d2.loss_mask": 0.5741039842367173, "decode.d2.loss_dice": 1.0984133422374724, "decode.d3.loss_cls": 0.8554880738258361, "decode.d3.loss_mask": 0.5856669381260872, "decode.d3.loss_dice": 1.054221510887146, "decode.d4.loss_cls": 0.8767393589019775, "decode.d4.loss_mask": 0.5824724167585373, "decode.d4.loss_dice": 1.1027879059314727, "decode.d5.loss_cls": 0.9720316171646118, "decode.d5.loss_mask": 0.5637983977794647, "decode.d5.loss_dice": 1.1089745998382567, "decode.d6.loss_cls": 0.9865045189857483, "decode.d6.loss_mask": 0.5861221849918365, "decode.d6.loss_dice": 1.0724893391132355, "decode.d7.loss_cls": 0.983029592037201, "decode.d7.loss_mask": 0.5902843058109284, "decode.d7.loss_dice": 1.0734289646148683, "decode.d8.loss_cls": 0.8889550507068634, "decode.d8.loss_mask": 0.5976651906967163, "decode.d8.loss_dice": 1.074603307247162, "time": 0.5319725513458252, "memory": 7204, "step": 28650}
{"lr": 8.370139805090828e-06, "data_time": 0.009064340591430664, "grad_norm": 89.16675872802735, "loss": 30.539150142669676, "decode.loss_cls": 0.9632126159965992, "decode.loss_mask": 0.6936305373907089, "decode.loss_dice": 1.1463762044906616, "decode.d0.loss_cls": 2.2731860160827635, "decode.d0.loss_mask": 0.7448295950889587, "decode.d0.loss_dice": 1.3864342033863069, "decode.d1.loss_cls": 1.041519545018673, "decode.d1.loss_mask": 0.7553753092885017, "decode.d1.loss_dice": 1.3233021467924118, "decode.d2.loss_cls": 1.0125492349267007, "decode.d2.loss_mask": 0.7500827819108963, "decode.d2.loss_dice": 1.2619284212589263, "decode.d3.loss_cls": 0.9497250385582447, "decode.d3.loss_mask": 0.7535588786005973, "decode.d3.loss_dice": 1.2166717112064362, "decode.d4.loss_cls": 0.9793948978185654, "decode.d4.loss_mask": 0.734070149064064, "decode.d4.loss_dice": 1.1763077348470687, "decode.d5.loss_cls": 1.079195324331522, "decode.d5.loss_mask": 0.6890809744596481, "decode.d5.loss_dice": 1.1645664811134337, "decode.d6.loss_cls": 0.9980708949267865, "decode.d6.loss_mask": 0.677402614057064, "decode.d6.loss_dice": 1.1455664485692978, "decode.d7.loss_cls": 0.8798817694187164, "decode.d7.loss_mask": 0.710026353597641, "decode.d7.loss_dice": 1.2106567174196243, "decode.d8.loss_cls": 0.9718971699476242, "decode.d8.loss_mask": 0.6842081755399704, "decode.d8.loss_dice": 1.1664421111345291, "time": 0.5291924953460694, "memory": 7244, "step": 28700}
{"lr": 8.36727108107023e-06, "data_time": 0.008943796157836914, "grad_norm": 77.52792396545411, "loss": 36.278707313537595, "decode.loss_cls": 0.9726729929447174, "decode.loss_mask": 0.8635861992835998, "decode.loss_dice": 1.5354407131671906, "decode.d0.loss_cls": 2.3135029077529907, "decode.d0.loss_mask": 1.0253301501274108, "decode.d0.loss_dice": 1.820860004425049, "decode.d1.loss_cls": 1.009874129295349, "decode.d1.loss_mask": 0.9250121563673019, "decode.d1.loss_dice": 1.7608662664890289, "decode.d2.loss_cls": 0.9970945477485657, "decode.d2.loss_mask": 0.9030047357082367, "decode.d2.loss_dice": 1.6738277137279511, "decode.d3.loss_cls": 0.9609179347753525, "decode.d3.loss_mask": 0.892489704489708, "decode.d3.loss_dice": 1.5896111726760864, "decode.d4.loss_cls": 0.9520928502082825, "decode.d4.loss_mask": 0.889134892821312, "decode.d4.loss_dice": 1.5732425928115845, "decode.d5.loss_cls": 0.9603978604078293, "decode.d5.loss_mask": 0.8673014581203461, "decode.d5.loss_dice": 1.5836846560239792, "decode.d6.loss_cls": 0.9455255687236785, "decode.d6.loss_mask": 0.8800136879086494, "decode.d6.loss_dice": 1.563227391242981, "decode.d7.loss_cls": 0.9826752811670303, "decode.d7.loss_mask": 0.8808011174201965, "decode.d7.loss_dice": 1.5566969424486161, "decode.d8.loss_cls": 0.9417095363140107, "decode.d8.loss_mask": 0.8955182716250419, "decode.d8.loss_dice": 1.5625916421413422, "time": 0.5291156530380249, "memory": 7264, "step": 28750}
{"lr": 8.364402247762825e-06, "data_time": 0.00904254913330078, "grad_norm": 85.80758666992188, "loss": 19.821070861816406, "decode.loss_cls": 0.5566079497337342, "decode.loss_mask": 0.59392701536417, "decode.loss_dice": 0.6749429821968078, "decode.d0.loss_cls": 1.888779640197754, "decode.d0.loss_mask": 0.6175028875470161, "decode.d0.loss_dice": 0.7049562931060791, "decode.d1.loss_cls": 0.6523281522095203, "decode.d1.loss_mask": 0.5974119886755943, "decode.d1.loss_dice": 0.6976820945739746, "decode.d2.loss_cls": 0.6041074648499489, "decode.d2.loss_mask": 0.5833755984902382, "decode.d2.loss_dice": 0.684556171298027, "decode.d3.loss_cls": 0.58611900806427, "decode.d3.loss_mask": 0.5759741649031639, "decode.d3.loss_dice": 0.6753572940826416, "decode.d4.loss_cls": 0.5862422451376915, "decode.d4.loss_mask": 0.5957100629806519, "decode.d4.loss_dice": 0.6776404052972793, "decode.d5.loss_cls": 0.547843375056982, "decode.d5.loss_mask": 0.5882757291197777, "decode.d5.loss_dice": 0.6795865893363953, "decode.d6.loss_cls": 0.5815206304192543, "decode.d6.loss_mask": 0.6024504527449608, "decode.d6.loss_dice": 0.6675194531679154, "decode.d7.loss_cls": 0.5796707265079022, "decode.d7.loss_mask": 0.5649680726230144, "decode.d7.loss_dice": 0.6632992565631867, "decode.d8.loss_cls": 0.5741237714886666, "decode.d8.loss_mask": 0.5539301775395871, "decode.d8.loss_dice": 0.6646609485149384, "time": 0.5575872898101807, "memory": 7207, "step": 28800}
{"lr": 8.361533305122796e-06, "data_time": 0.009148335456848145, "grad_norm": 88.62958068847657, "loss": 34.34588270187378, "decode.loss_cls": 1.0138675644993782, "decode.loss_mask": 0.8064806252717972, "decode.loss_dice": 1.39587961435318, "decode.d0.loss_cls": 2.4862399101257324, "decode.d0.loss_mask": 0.848780944943428, "decode.d0.loss_dice": 1.5504013657569886, "decode.d1.loss_cls": 1.2787876069545745, "decode.d1.loss_mask": 0.8020291745662689, "decode.d1.loss_dice": 1.4912559032440185, "decode.d2.loss_cls": 1.028157290816307, "decode.d2.loss_mask": 0.8702072829008103, "decode.d2.loss_dice": 1.479335641860962, "decode.d3.loss_cls": 1.0825647860765457, "decode.d3.loss_mask": 0.7950967103242874, "decode.d3.loss_dice": 1.4234269917011262, "decode.d4.loss_cls": 0.9966004818677903, "decode.d4.loss_mask": 0.7987098783254624, "decode.d4.loss_dice": 1.4044492840766907, "decode.d5.loss_cls": 1.0010123997926712, "decode.d5.loss_mask": 0.7992348879575729, "decode.d5.loss_dice": 1.3904029726982117, "decode.d6.loss_cls": 0.9944731831550598, "decode.d6.loss_mask": 0.8148124307394028, "decode.d6.loss_dice": 1.40205078125, "decode.d7.loss_cls": 0.9623756095767021, "decode.d7.loss_mask": 0.7943192481994629, "decode.d7.loss_dice": 1.411564552783966, "decode.d8.loss_cls": 1.014666663110256, "decode.d8.loss_mask": 0.8184731274843215, "decode.d8.loss_dice": 1.390226000547409, "time": 0.5301235675811767, "memory": 7255, "step": 28850}
{"lr": 8.358664253104288e-06, "data_time": 0.008993887901306152, "grad_norm": 88.44530029296875, "loss": 35.51096439361572, "decode.loss_cls": 1.097279566526413, "decode.loss_mask": 0.8888188511133194, "decode.loss_dice": 1.4291657388210297, "decode.d0.loss_cls": 2.2840866923332213, "decode.d0.loss_mask": 0.9267305731773376, "decode.d0.loss_dice": 1.6392078638076781, "decode.d1.loss_cls": 1.1323840022087097, "decode.d1.loss_mask": 0.9169619977474213, "decode.d1.loss_dice": 1.544491559267044, "decode.d2.loss_cls": 0.9949518859386444, "decode.d2.loss_mask": 0.9208403706550599, "decode.d2.loss_dice": 1.5136033654212953, "decode.d3.loss_cls": 1.1069702625274658, "decode.d3.loss_mask": 0.8605237245559693, "decode.d3.loss_dice": 1.4171530246734618, "decode.d4.loss_cls": 1.0563274502754212, "decode.d4.loss_mask": 0.877152270078659, "decode.d4.loss_dice": 1.4457811176776887, "decode.d5.loss_cls": 1.0197941064834595, "decode.d5.loss_mask": 0.8966484367847443, "decode.d5.loss_dice": 1.4465101957321167, "decode.d6.loss_cls": 1.007537066936493, "decode.d6.loss_mask": 0.8737927258014679, "decode.d6.loss_dice": 1.4461310803890228, "decode.d7.loss_cls": 1.0429621428251266, "decode.d7.loss_mask": 0.8842519104480744, "decode.d7.loss_dice": 1.4283947050571442, "decode.d8.loss_cls": 1.0677826583385468, "decode.d8.loss_mask": 0.8969501793384552, "decode.d8.loss_dice": 1.4477779984474182, "time": 0.5291289567947388, "memory": 7315, "step": 28900}
{"lr": 8.355795091661425e-06, "data_time": 0.009306001663208007, "grad_norm": 90.90001068115234, "loss": 27.01104555130005, "decode.loss_cls": 0.7373133778572083, "decode.loss_mask": 0.8009419232606888, "decode.loss_dice": 0.9619049459695816, "decode.d0.loss_cls": 2.2130420923233034, "decode.d0.loss_mask": 0.8301366195082664, "decode.d0.loss_dice": 1.1544331729412078, "decode.d1.loss_cls": 0.9299942791461945, "decode.d1.loss_mask": 0.8332401424646377, "decode.d1.loss_dice": 1.055147185921669, "decode.d2.loss_cls": 0.8099695459008217, "decode.d2.loss_mask": 0.8505587100982666, "decode.d2.loss_dice": 1.007876268029213, "decode.d3.loss_cls": 0.7108192473649979, "decode.d3.loss_mask": 0.8150257855653763, "decode.d3.loss_dice": 0.9743852257728577, "decode.d4.loss_cls": 0.6467350423336029, "decode.d4.loss_mask": 0.8258783996105195, "decode.d4.loss_dice": 1.0033879846334457, "decode.d5.loss_cls": 0.6565584093332291, "decode.d5.loss_mask": 0.8655901372432708, "decode.d5.loss_dice": 0.977521562576294, "decode.d6.loss_cls": 0.64459577947855, "decode.d6.loss_mask": 0.8392716675996781, "decode.d6.loss_dice": 0.9533230543136597, "decode.d7.loss_cls": 0.6488348171114922, "decode.d7.loss_mask": 0.8069688275456428, "decode.d7.loss_dice": 0.9664647132158279, "decode.d8.loss_cls": 0.7115536108613014, "decode.d8.loss_mask": 0.8076587915420532, "decode.d8.loss_dice": 0.9719140082597733, "time": 0.5310638189315796, "memory": 7207, "step": 28950}
{"lr": 8.352925820748267e-06, "data_time": 0.00890507698059082, "grad_norm": 97.0611701965332, "loss": 31.184025382995607, "decode.loss_cls": 0.8349255383014679, "decode.loss_mask": 0.9811243265867233, "decode.loss_dice": 1.0466683596372603, "decode.d0.loss_cls": 2.4191275000572205, "decode.d0.loss_mask": 1.0614285051822663, "decode.d0.loss_dice": 1.3051969945430755, "decode.d1.loss_cls": 1.0137393593788147, "decode.d1.loss_mask": 1.030750258266926, "decode.d1.loss_dice": 1.1358108177781105, "decode.d2.loss_cls": 0.9292622789740562, "decode.d2.loss_mask": 1.0034158140420915, "decode.d2.loss_dice": 1.0890476524829864, "decode.d3.loss_cls": 0.9209593564271927, "decode.d3.loss_mask": 0.9691504895687103, "decode.d3.loss_dice": 1.0489552527666093, "decode.d4.loss_cls": 0.9268505722284317, "decode.d4.loss_mask": 0.9867969304323196, "decode.d4.loss_dice": 1.0548754721879958, "decode.d5.loss_cls": 0.8435155093669892, "decode.d5.loss_mask": 0.9756634652614593, "decode.d5.loss_dice": 1.0333855897188187, "decode.d6.loss_cls": 0.8325203582644463, "decode.d6.loss_mask": 0.9782447874546051, "decode.d6.loss_dice": 1.0358935087919234, "decode.d7.loss_cls": 0.8267253950238228, "decode.d7.loss_mask": 0.9768957182765007, "decode.d7.loss_dice": 1.0237808346748352, "decode.d8.loss_cls": 0.8744221493601799, "decode.d8.loss_mask": 0.9834436878561974, "decode.d8.loss_dice": 1.041449359059334, "time": 0.53028883934021, "memory": 7209, "step": 29000}
{"lr": 8.35005644031887e-06, "data_time": 0.008932995796203613, "grad_norm": 87.44208221435547, "loss": 31.24138660430908, "decode.loss_cls": 0.9027763992547989, "decode.loss_mask": 0.7698529481887817, "decode.loss_dice": 1.1591793417930603, "decode.d0.loss_cls": 2.4603433847427367, "decode.d0.loss_mask": 0.8309250980615616, "decode.d0.loss_dice": 1.3527032613754273, "decode.d1.loss_cls": 1.0498139679431915, "decode.d1.loss_mask": 0.8272082358598709, "decode.d1.loss_dice": 1.340828114748001, "decode.d2.loss_cls": 1.068070152401924, "decode.d2.loss_mask": 0.7711082130670548, "decode.d2.loss_dice": 1.2439377069473267, "decode.d3.loss_cls": 0.9752215087413788, "decode.d3.loss_mask": 0.7960629820823669, "decode.d3.loss_dice": 1.1904713034629821, "decode.d4.loss_cls": 0.9638857305049896, "decode.d4.loss_mask": 0.7801853656768799, "decode.d4.loss_dice": 1.2149368405342102, "decode.d5.loss_cls": 0.9793029010295868, "decode.d5.loss_mask": 0.7832169115543366, "decode.d5.loss_dice": 1.1955601811408996, "decode.d6.loss_cls": 0.9291130989789963, "decode.d6.loss_mask": 0.7644982993602752, "decode.d6.loss_dice": 1.164318573474884, "decode.d7.loss_cls": 0.9019229590892792, "decode.d7.loss_mask": 0.7754168570041656, "decode.d7.loss_dice": 1.171748650074005, "decode.d8.loss_cls": 0.9331312328577042, "decode.d8.loss_mask": 0.7799448549747467, "decode.d8.loss_dice": 1.1657031178474426, "time": 0.5277212142944336, "memory": 7257, "step": 29050}
{"lr": 8.347186950327216e-06, "data_time": 0.009195661544799805, "grad_norm": 85.7516357421875, "loss": 33.91554470062256, "decode.loss_cls": 0.9822802990674973, "decode.loss_mask": 0.7827272474765777, "decode.loss_dice": 1.422848916053772, "decode.d0.loss_cls": 2.428303635120392, "decode.d0.loss_mask": 0.8243439316749572, "decode.d0.loss_dice": 1.587313276529312, "decode.d1.loss_cls": 1.089818811416626, "decode.d1.loss_mask": 0.8004920899868011, "decode.d1.loss_dice": 1.5452638864517212, "decode.d2.loss_cls": 0.9647145256400108, "decode.d2.loss_mask": 0.7972968131303787, "decode.d2.loss_dice": 1.4884979009628296, "decode.d3.loss_cls": 0.9304939076304436, "decode.d3.loss_mask": 0.8272021979093551, "decode.d3.loss_dice": 1.4636678159236909, "decode.d4.loss_cls": 0.9258037865161896, "decode.d4.loss_mask": 0.8287030279636383, "decode.d4.loss_dice": 1.4844709157943725, "decode.d5.loss_cls": 0.9786705732345581, "decode.d5.loss_mask": 0.7929461479187012, "decode.d5.loss_dice": 1.4442471742630005, "decode.d6.loss_cls": 0.9225802674889565, "decode.d6.loss_mask": 0.7939732313156128, "decode.d6.loss_dice": 1.4602489411830901, "decode.d7.loss_cls": 0.9134143486618995, "decode.d7.loss_mask": 0.800744503736496, "decode.d7.loss_dice": 1.456409788131714, "decode.d8.loss_cls": 0.9162650853395462, "decode.d8.loss_mask": 0.8153226181864739, "decode.d8.loss_dice": 1.4464803516864777, "time": 0.5263508558273315, "memory": 7208, "step": 29100}
{"lr": 8.34431735072728e-06, "data_time": 0.009166502952575683, "grad_norm": 86.72103118896484, "loss": 27.943619060516358, "decode.loss_cls": 0.8280982404947281, "decode.loss_mask": 0.6225217491388321, "decode.loss_dice": 1.0684631198644639, "decode.d0.loss_cls": 2.5984907388687133, "decode.d0.loss_mask": 0.6519388049840927, "decode.d0.loss_dice": 1.2417315423488617, "decode.d1.loss_cls": 1.0315566599369048, "decode.d1.loss_mask": 0.6510795935988426, "decode.d1.loss_dice": 1.1239468306303024, "decode.d2.loss_cls": 0.9333533018827438, "decode.d2.loss_mask": 0.6689492002129555, "decode.d2.loss_dice": 1.111442995071411, "decode.d3.loss_cls": 0.8766644030809403, "decode.d3.loss_mask": 0.6480839267373085, "decode.d3.loss_dice": 1.0790349841117859, "decode.d4.loss_cls": 0.8331108719110489, "decode.d4.loss_mask": 0.6364361375570298, "decode.d4.loss_dice": 1.1010874956846237, "decode.d5.loss_cls": 0.8115571945905685, "decode.d5.loss_mask": 0.6388844311237335, "decode.d5.loss_dice": 1.0914811551570893, "decode.d6.loss_cls": 0.8519185274839401, "decode.d6.loss_mask": 0.6405029684305191, "decode.d6.loss_dice": 1.0594269245862962, "decode.d7.loss_cls": 0.8702460914850235, "decode.d7.loss_mask": 0.6297129690647125, "decode.d7.loss_dice": 1.0859367221593856, "decode.d8.loss_cls": 0.8404099613428115, "decode.d8.loss_mask": 0.6389697879552841, "decode.d8.loss_dice": 1.078580379486084, "time": 0.5305551290512085, "memory": 7186, "step": 29150}
{"lr": 8.341447641472986e-06, "data_time": 0.00916440486907959, "grad_norm": 83.71562881469727, "loss": 35.01166553497315, "decode.loss_cls": 0.9566416352987289, "decode.loss_mask": 0.8658029347658157, "decode.loss_dice": 1.4678447365760803, "decode.d0.loss_cls": 2.367153191566467, "decode.d0.loss_mask": 0.8588925719261169, "decode.d0.loss_dice": 1.7253970086574555, "decode.d1.loss_cls": 1.110823455452919, "decode.d1.loss_mask": 0.849339160323143, "decode.d1.loss_dice": 1.6122485160827638, "decode.d2.loss_cls": 1.0407963216304779, "decode.d2.loss_mask": 0.8621195524930954, "decode.d2.loss_dice": 1.5395953416824342, "decode.d3.loss_cls": 0.9539457470178604, "decode.d3.loss_mask": 0.820459695160389, "decode.d3.loss_dice": 1.4628585696220398, "decode.d4.loss_cls": 0.9715326011180878, "decode.d4.loss_mask": 0.8704846277832985, "decode.d4.loss_dice": 1.4971747934818267, "decode.d5.loss_cls": 0.9770696088671684, "decode.d5.loss_mask": 0.8771093547344208, "decode.d5.loss_dice": 1.478802850842476, "decode.d6.loss_cls": 0.9947214037179947, "decode.d6.loss_mask": 0.8107450321316719, "decode.d6.loss_dice": 1.4865764528512955, "decode.d7.loss_cls": 0.985697889328003, "decode.d7.loss_mask": 0.8034363448619842, "decode.d7.loss_dice": 1.4498429149389267, "decode.d8.loss_cls": 0.9683109179139138, "decode.d8.loss_mask": 0.831146901845932, "decode.d8.loss_dice": 1.5150946259498597, "time": 0.5293498516082764, "memory": 7244, "step": 29200}
{"lr": 8.338577822518235e-06, "data_time": 0.008922553062438965, "grad_norm": 90.14453430175782, "loss": 30.853729152679442, "decode.loss_cls": 0.8461488708853722, "decode.loss_mask": 0.8441627740859985, "decode.loss_dice": 1.1661142110824585, "decode.d0.loss_cls": 2.354974293708801, "decode.d0.loss_mask": 0.892020259797573, "decode.d0.loss_dice": 1.3466259747743607, "decode.d1.loss_cls": 0.9721289709210396, "decode.d1.loss_mask": 0.8709754467010498, "decode.d1.loss_dice": 1.291236510872841, "decode.d2.loss_cls": 0.8477798402309418, "decode.d2.loss_mask": 0.8572816252708435, "decode.d2.loss_dice": 1.2876477718353272, "decode.d3.loss_cls": 0.908710066974163, "decode.d3.loss_mask": 0.8326284050941467, "decode.d3.loss_dice": 1.2231939136981964, "decode.d4.loss_cls": 0.8645632237195968, "decode.d4.loss_mask": 0.840402640402317, "decode.d4.loss_dice": 1.2222822815179826, "decode.d5.loss_cls": 0.7872862622141839, "decode.d5.loss_mask": 0.8659042552113533, "decode.d5.loss_dice": 1.1980006694793701, "decode.d6.loss_cls": 0.8619194060564042, "decode.d6.loss_mask": 0.845514751970768, "decode.d6.loss_dice": 1.18880735039711, "decode.d7.loss_cls": 0.7985961973667145, "decode.d7.loss_mask": 0.8479878574609756, "decode.d7.loss_dice": 1.1709856331348418, "decode.d8.loss_cls": 0.8174889132380485, "decode.d8.loss_mask": 0.8202777191996574, "decode.d8.loss_dice": 1.1820825189352036, "time": 0.552896523475647, "memory": 7216, "step": 29250}
{"lr": 8.33570789381686e-06, "data_time": 0.009168481826782227, "grad_norm": 91.94751892089843, "loss": 26.82425699234009, "decode.loss_cls": 0.8268735408782959, "decode.loss_mask": 0.6403649359941482, "decode.loss_dice": 0.972694331407547, "decode.d0.loss_cls": 2.270659852027893, "decode.d0.loss_mask": 0.689124482870102, "decode.d0.loss_dice": 1.0290698170661927, "decode.d1.loss_cls": 1.1347762852907182, "decode.d1.loss_mask": 0.6599590986967087, "decode.d1.loss_dice": 0.985968554019928, "decode.d2.loss_cls": 0.930792260169983, "decode.d2.loss_mask": 0.664075517654419, "decode.d2.loss_dice": 0.9788791239261627, "decode.d3.loss_cls": 0.9266453266143799, "decode.d3.loss_mask": 0.6928682416677475, "decode.d3.loss_dice": 0.9007794469594955, "decode.d4.loss_cls": 0.9147948741912841, "decode.d4.loss_mask": 0.6580400466918945, "decode.d4.loss_dice": 0.9290130794048309, "decode.d5.loss_cls": 0.8784934282302856, "decode.d5.loss_mask": 0.6726947069168091, "decode.d5.loss_dice": 0.9741661936044693, "decode.d6.loss_cls": 0.8999861449003219, "decode.d6.loss_mask": 0.6721372842788697, "decode.d6.loss_dice": 0.9648680806159973, "decode.d7.loss_cls": 0.850094598531723, "decode.d7.loss_mask": 0.6651924878358841, "decode.d7.loss_dice": 0.9626951426267624, "decode.d8.loss_cls": 0.8380981653928756, "decode.d8.loss_mask": 0.6480344504117965, "decode.d8.loss_dice": 0.992416825890541, "time": 0.5288004398345947, "memory": 7204, "step": 29300}
{"lr": 8.332837855322697e-06, "data_time": 0.009371399879455566, "grad_norm": 77.84544105529785, "loss": 29.145862197875978, "decode.loss_cls": 0.8341470405459404, "decode.loss_mask": 0.7528721958398819, "decode.loss_dice": 1.0943014949560166, "decode.d0.loss_cls": 2.439505159854889, "decode.d0.loss_mask": 0.8019303172826767, "decode.d0.loss_dice": 1.2427273631095885, "decode.d1.loss_cls": 1.020830948650837, "decode.d1.loss_mask": 0.7707449197769165, "decode.d1.loss_dice": 1.1459866642951966, "decode.d2.loss_cls": 0.9281665876507759, "decode.d2.loss_mask": 0.7540847182273864, "decode.d2.loss_dice": 1.1342634022235871, "decode.d3.loss_cls": 0.9059821411967277, "decode.d3.loss_mask": 0.7449492067098618, "decode.d3.loss_dice": 1.1069331347942353, "decode.d4.loss_cls": 0.8602367222309113, "decode.d4.loss_mask": 0.7388900518417358, "decode.d4.loss_dice": 1.078044205904007, "decode.d5.loss_cls": 0.9021844312548637, "decode.d5.loss_mask": 0.7222576141357422, "decode.d5.loss_dice": 1.0935863465070725, "decode.d6.loss_cls": 0.8572494953870773, "decode.d6.loss_mask": 0.7519679486751556, "decode.d6.loss_dice": 1.068689376115799, "decode.d7.loss_cls": 0.8423230931162834, "decode.d7.loss_mask": 0.7605891019105911, "decode.d7.loss_dice": 1.0871812641620635, "decode.d8.loss_cls": 0.8839369624853134, "decode.d8.loss_mask": 0.7440015345811843, "decode.d8.loss_dice": 1.0772998362779618, "time": 0.5545593738555908, "memory": 7196, "step": 29350}
{"lr": 8.32996770698952e-06, "data_time": 0.00892777442932129, "grad_norm": 93.1081642150879, "loss": 24.725393724441528, "decode.loss_cls": 0.6237501949071884, "decode.loss_mask": 0.6094740778207779, "decode.loss_dice": 1.0597660690546036, "decode.d0.loss_cls": 2.05331711769104, "decode.d0.loss_mask": 0.6348250567913055, "decode.d0.loss_dice": 1.2025830268859863, "decode.d1.loss_cls": 0.7570236280560494, "decode.d1.loss_mask": 0.6170191287994384, "decode.d1.loss_dice": 1.1201617419719696, "decode.d2.loss_cls": 0.6957843065261841, "decode.d2.loss_mask": 0.584124743938446, "decode.d2.loss_dice": 1.0577920168638228, "decode.d3.loss_cls": 0.5974423184990882, "decode.d3.loss_mask": 0.6095479607582093, "decode.d3.loss_dice": 1.079486408829689, "decode.d4.loss_cls": 0.5802125245332718, "decode.d4.loss_mask": 0.6099168688058854, "decode.d4.loss_dice": 1.0725652813911437, "decode.d5.loss_cls": 0.5701209023594856, "decode.d5.loss_mask": 0.6112190067768097, "decode.d5.loss_dice": 1.0618291079998017, "decode.d6.loss_cls": 0.6195960566401482, "decode.d6.loss_mask": 0.6020594373345375, "decode.d6.loss_dice": 1.0703403413295747, "decode.d7.loss_cls": 0.6258181005716323, "decode.d7.loss_mask": 0.6075072020292283, "decode.d7.loss_dice": 1.0844709187746049, "decode.d8.loss_cls": 0.6074896395206452, "decode.d8.loss_mask": 0.6180682003498077, "decode.d8.loss_dice": 1.0820826500654221, "time": 0.5540221691131592, "memory": 7280, "step": 29400}
{"lr": 8.327097448771071e-06, "data_time": 0.009119629859924316, "grad_norm": 93.61821823120117, "loss": 28.446726322174072, "decode.loss_cls": 0.8631058126688004, "decode.loss_mask": 0.8483844637870789, "decode.loss_dice": 0.9994978189468384, "decode.d0.loss_cls": 2.06282160282135, "decode.d0.loss_mask": 0.8517452239990234, "decode.d0.loss_dice": 1.172599509358406, "decode.d1.loss_cls": 0.9240267634391784, "decode.d1.loss_mask": 0.832264918088913, "decode.d1.loss_dice": 1.0674438714981078, "decode.d2.loss_cls": 0.8866408407688141, "decode.d2.loss_mask": 0.8516957879066467, "decode.d2.loss_dice": 1.0182629823684692, "decode.d3.loss_cls": 0.9161308437585831, "decode.d3.loss_mask": 0.8083256661891938, "decode.d3.loss_dice": 0.9884465306997299, "decode.d4.loss_cls": 0.8715075016021728, "decode.d4.loss_mask": 0.8380961418151855, "decode.d4.loss_dice": 1.0240512490272522, "decode.d5.loss_cls": 0.8689843505620957, "decode.d5.loss_mask": 0.8663596928119659, "decode.d5.loss_dice": 0.9981723129749298, "decode.d6.loss_cls": 0.7683770924806594, "decode.d6.loss_mask": 0.8418905287981033, "decode.d6.loss_dice": 1.0109118521213531, "decode.d7.loss_cls": 0.7866184145212174, "decode.d7.loss_mask": 0.8216309458017349, "decode.d7.loss_dice": 0.9977905511856079, "decode.d8.loss_cls": 0.8196496784687042, "decode.d8.loss_mask": 0.8439198046922683, "decode.d8.loss_dice": 0.9973748177289963, "time": 0.5282158851623535, "memory": 7202, "step": 29450}
{"lr": 8.324227080621043e-06, "data_time": 0.009185600280761718, "grad_norm": 92.09291000366211, "loss": 32.98267726898193, "decode.loss_cls": 1.1046287357807159, "decode.loss_mask": 0.7557626008987427, "decode.loss_dice": 1.19913050532341, "decode.d0.loss_cls": 2.8619649767875672, "decode.d0.loss_mask": 0.7991193622350693, "decode.d0.loss_dice": 1.4058565020561218, "decode.d1.loss_cls": 1.169753223657608, "decode.d1.loss_mask": 0.8690201967954636, "decode.d1.loss_dice": 1.3417024523019792, "decode.d2.loss_cls": 1.1824533194303513, "decode.d2.loss_mask": 0.7261371195316315, "decode.d2.loss_dice": 1.3028875410556793, "decode.d3.loss_cls": 1.1883614361286163, "decode.d3.loss_mask": 0.7157981395721436, "decode.d3.loss_dice": 1.2256328582763671, "decode.d4.loss_cls": 1.1125157177448273, "decode.d4.loss_mask": 0.7467041850090027, "decode.d4.loss_dice": 1.2247353851795197, "decode.d5.loss_cls": 1.0781057268381118, "decode.d5.loss_mask": 0.7041163921356202, "decode.d5.loss_dice": 1.2281078964471817, "decode.d6.loss_cls": 1.0881518453359604, "decode.d6.loss_mask": 0.7421417027711869, "decode.d6.loss_dice": 1.184538757801056, "decode.d7.loss_cls": 1.0757294237613677, "decode.d7.loss_mask": 0.7345929682254791, "decode.d7.loss_dice": 1.2349551230669022, "decode.d8.loss_cls": 1.0883164614439012, "decode.d8.loss_mask": 0.7361830592155456, "decode.d8.loss_dice": 1.1555753290653228, "time": 0.530140471458435, "memory": 7216, "step": 29500}
{"lr": 8.321356602493113e-06, "data_time": 0.008908224105834962, "grad_norm": 91.44715423583985, "loss": 29.89391508102417, "decode.loss_cls": 1.0200856074690818, "decode.loss_mask": 0.709070810675621, "decode.loss_dice": 1.0867453187704086, "decode.d0.loss_cls": 2.213846206665039, "decode.d0.loss_mask": 0.8528666704893112, "decode.d0.loss_dice": 1.2687359511852265, "decode.d1.loss_cls": 1.0180375188589097, "decode.d1.loss_mask": 0.7760081321001053, "decode.d1.loss_dice": 1.1927684009075166, "decode.d2.loss_cls": 0.9992835938930511, "decode.d2.loss_mask": 0.7141924500465393, "decode.d2.loss_dice": 1.118258035182953, "decode.d3.loss_cls": 1.018394759297371, "decode.d3.loss_mask": 0.6870310097932816, "decode.d3.loss_dice": 1.0567543864250184, "decode.d4.loss_cls": 1.031423455476761, "decode.d4.loss_mask": 0.6853660076856614, "decode.d4.loss_dice": 1.0811709195375443, "decode.d5.loss_cls": 0.940724378824234, "decode.d5.loss_mask": 0.7378178060054779, "decode.d5.loss_dice": 1.128859633207321, "decode.d6.loss_cls": 0.978551609814167, "decode.d6.loss_mask": 0.765488263964653, "decode.d6.loss_dice": 1.1204709172248841, "decode.d7.loss_cls": 0.9755803242325782, "decode.d7.loss_mask": 0.7467018365859985, "decode.d7.loss_dice": 1.119180080294609, "decode.d8.loss_cls": 0.9693651273846626, "decode.d8.loss_mask": 0.7506240218877792, "decode.d8.loss_dice": 1.130512508749962, "time": 0.5592555522918701, "memory": 7305, "step": 29550}
{"lr": 8.318486014340918e-06, "data_time": 0.009093523025512695, "grad_norm": 93.63949356079101, "loss": 27.762419509887696, "decode.loss_cls": 0.8256541863083839, "decode.loss_mask": 0.5647055774927139, "decode.loss_dice": 1.1679924428462982, "decode.d0.loss_cls": 2.055047506093979, "decode.d0.loss_mask": 0.6569353431463242, "decode.d0.loss_dice": 1.392104297876358, "decode.d1.loss_cls": 0.9749862790107727, "decode.d1.loss_mask": 0.6283398747444153, "decode.d1.loss_dice": 1.303259140253067, "decode.d2.loss_cls": 0.9101971626281739, "decode.d2.loss_mask": 0.5960827603936195, "decode.d2.loss_dice": 1.2101006746292113, "decode.d3.loss_cls": 0.8610051214694977, "decode.d3.loss_mask": 0.5628339245915412, "decode.d3.loss_dice": 1.1623099446296692, "decode.d4.loss_cls": 0.8669282734394074, "decode.d4.loss_mask": 0.5588867887854576, "decode.d4.loss_dice": 1.1721763163805008, "decode.d5.loss_cls": 0.9135709881782532, "decode.d5.loss_mask": 0.5589275225996971, "decode.d5.loss_dice": 1.1462895929813386, "decode.d6.loss_cls": 0.853219735622406, "decode.d6.loss_mask": 0.5693674430251121, "decode.d6.loss_dice": 1.180607071518898, "decode.d7.loss_cls": 0.7920317217707634, "decode.d7.loss_mask": 0.5564704746007919, "decode.d7.loss_dice": 1.1240958720445633, "decode.d8.loss_cls": 0.8547426283359527, "decode.d8.loss_mask": 0.5678767770528793, "decode.d8.loss_dice": 1.1756736874580382, "time": 0.5302308559417724, "memory": 7264, "step": 29600}
{"lr": 8.315615316118054e-06, "data_time": 0.009154367446899413, "grad_norm": 81.71541290283203, "loss": 24.85472364425659, "decode.loss_cls": 0.7565135091543198, "decode.loss_mask": 0.6880126640200614, "decode.loss_dice": 0.8219526320695877, "decode.d0.loss_cls": 2.2058587670326233, "decode.d0.loss_mask": 0.8388267427682876, "decode.d0.loss_dice": 1.0271938145160675, "decode.d1.loss_cls": 0.834184792637825, "decode.d1.loss_mask": 0.7161887347698211, "decode.d1.loss_dice": 0.9286873117089272, "decode.d2.loss_cls": 0.7054484456777572, "decode.d2.loss_mask": 0.6811189293861389, "decode.d2.loss_dice": 0.8648947328329086, "decode.d3.loss_cls": 0.7374007537961006, "decode.d3.loss_mask": 0.7031358852982521, "decode.d3.loss_dice": 0.8791826352477073, "decode.d4.loss_cls": 0.7341483354568481, "decode.d4.loss_mask": 0.7067940533161163, "decode.d4.loss_dice": 0.8890316963195801, "decode.d5.loss_cls": 0.7808859467506408, "decode.d5.loss_mask": 0.7034237295389175, "decode.d5.loss_dice": 0.83193379342556, "decode.d6.loss_cls": 0.7701794445514679, "decode.d6.loss_mask": 0.7018514528870583, "decode.d6.loss_dice": 0.84098100066185, "decode.d7.loss_cls": 0.7328822895884514, "decode.d7.loss_mask": 0.6979441493749619, "decode.d7.loss_dice": 0.824399308860302, "decode.d8.loss_cls": 0.704215782135725, "decode.d8.loss_mask": 0.685867840051651, "decode.d8.loss_dice": 0.8615853458642959, "time": 0.5297734022140503, "memory": 7243, "step": 29650}
{"lr": 8.312744507778059e-06, "data_time": 0.008858871459960938, "grad_norm": 101.48738174438476, "loss": 28.66646099090576, "decode.loss_cls": 0.8056966841220856, "decode.loss_mask": 0.7639375388622284, "decode.loss_dice": 1.093095564842224, "decode.d0.loss_cls": 2.134246897697449, "decode.d0.loss_mask": 0.8639735072851181, "decode.d0.loss_dice": 1.2859564423561096, "decode.d1.loss_cls": 1.0231174647808075, "decode.d1.loss_mask": 0.7645104050636291, "decode.d1.loss_dice": 1.1942577064037323, "decode.d2.loss_cls": 0.862039715051651, "decode.d2.loss_mask": 0.7836542218923569, "decode.d2.loss_dice": 1.1178250402212142, "decode.d3.loss_cls": 0.8257670789957047, "decode.d3.loss_mask": 0.7567540615797043, "decode.d3.loss_dice": 1.0806492745876313, "decode.d4.loss_cls": 0.7804840803146362, "decode.d4.loss_mask": 0.7565107494592667, "decode.d4.loss_dice": 1.1214632540941238, "decode.d5.loss_cls": 0.805867201089859, "decode.d5.loss_mask": 0.7430262088775634, "decode.d5.loss_dice": 1.108216579258442, "decode.d6.loss_cls": 0.7894098967313766, "decode.d6.loss_mask": 0.7372746497392655, "decode.d6.loss_dice": 1.1044770345091819, "decode.d7.loss_cls": 0.844706916809082, "decode.d7.loss_mask": 0.7491487890481949, "decode.d7.loss_dice": 1.0929004579782486, "decode.d8.loss_cls": 0.8216250628232956, "decode.d8.loss_mask": 0.7434154838323593, "decode.d8.loss_dice": 1.1124532774090767, "time": 0.5318967819213867, "memory": 7285, "step": 29700}
{"lr": 8.309873589274465e-06, "data_time": 0.008972668647766113, "grad_norm": 90.41829452514648, "loss": 29.743905067443848, "decode.loss_cls": 0.8476202964782715, "decode.loss_mask": 0.7600515514612198, "decode.loss_dice": 1.0499251008033752, "decode.d0.loss_cls": 2.6897052764892577, "decode.d0.loss_mask": 0.8326752007007598, "decode.d0.loss_dice": 1.2631918132305144, "decode.d1.loss_cls": 1.0148680299520492, "decode.d1.loss_mask": 0.7388635277748108, "decode.d1.loss_dice": 1.1508217632770539, "decode.d2.loss_cls": 1.0089729398488998, "decode.d2.loss_mask": 0.7525696367025375, "decode.d2.loss_dice": 1.0982534021139145, "decode.d3.loss_cls": 0.901862496137619, "decode.d3.loss_mask": 0.7903404116630555, "decode.d3.loss_dice": 1.1050361305475236, "decode.d4.loss_cls": 0.8548974126577378, "decode.d4.loss_mask": 0.8091066122055054, "decode.d4.loss_dice": 1.1214353919029236, "decode.d5.loss_cls": 0.9166267707943916, "decode.d5.loss_mask": 0.7929616451263428, "decode.d5.loss_dice": 1.0810401737689972, "decode.d6.loss_cls": 0.9074905812740326, "decode.d6.loss_mask": 0.7537428498268127, "decode.d6.loss_dice": 1.0820588290691375, "decode.d7.loss_cls": 0.9137348830699921, "decode.d7.loss_mask": 0.7620805829763413, "decode.d7.loss_dice": 1.0633212089538575, "decode.d8.loss_cls": 0.8519043803215027, "decode.d8.loss_mask": 0.7646426647901535, "decode.d8.loss_dice": 1.0641021400690078, "time": 0.5556039810180664, "memory": 7254, "step": 29750}
{"lr": 8.30700256056074e-06, "data_time": 0.008936381340026856, "grad_norm": 85.9056785583496, "loss": 24.72187795639038, "decode.loss_cls": 0.6059133544564247, "decode.loss_mask": 0.7127892136573791, "decode.loss_dice": 0.9206980437040329, "decode.d0.loss_cls": 2.252953749895096, "decode.d0.loss_mask": 0.774913689494133, "decode.d0.loss_dice": 1.114132711291313, "decode.d1.loss_cls": 0.8818196803331375, "decode.d1.loss_mask": 0.6999775782227516, "decode.d1.loss_dice": 0.9791278749704361, "decode.d2.loss_cls": 0.7455401211977005, "decode.d2.loss_mask": 0.6716737866401672, "decode.d2.loss_dice": 0.8995453163981437, "decode.d3.loss_cls": 0.6887121513485909, "decode.d3.loss_mask": 0.6842838853597641, "decode.d3.loss_dice": 0.8838220506906509, "decode.d4.loss_cls": 0.6759946405887604, "decode.d4.loss_mask": 0.697119626402855, "decode.d4.loss_dice": 0.9078999653458595, "decode.d5.loss_cls": 0.655468325316906, "decode.d5.loss_mask": 0.6710192158818244, "decode.d5.loss_dice": 0.9085210263729095, "decode.d6.loss_cls": 0.642342871427536, "decode.d6.loss_mask": 0.693949268758297, "decode.d6.loss_dice": 0.8892579168081284, "decode.d7.loss_cls": 0.6335376650094986, "decode.d7.loss_mask": 0.690193909406662, "decode.d7.loss_dice": 0.8896292477846146, "decode.d8.loss_cls": 0.6218703150749206, "decode.d8.loss_mask": 0.7146814316511154, "decode.d8.loss_dice": 0.9144904255867005, "time": 0.5294175148010254, "memory": 7243, "step": 29800}
{"lr": 8.30413142159035e-06, "data_time": 0.008960747718811035, "grad_norm": 104.75327987670899, "loss": 29.87118806838989, "decode.loss_cls": 0.7316429674625397, "decode.loss_mask": 0.7754719913005829, "decode.loss_dice": 1.2163811147212982, "decode.d0.loss_cls": 2.3120575070381166, "decode.d0.loss_mask": 0.8476994514465332, "decode.d0.loss_dice": 1.4709792852401733, "decode.d1.loss_cls": 0.831698676943779, "decode.d1.loss_mask": 0.7490428268909455, "decode.d1.loss_dice": 1.3950121521949768, "decode.d2.loss_cls": 0.8128034755587578, "decode.d2.loss_mask": 0.7537292957305908, "decode.d2.loss_dice": 1.320836940407753, "decode.d3.loss_cls": 0.7430637195706368, "decode.d3.loss_mask": 0.8082565695047379, "decode.d3.loss_dice": 1.2767316699028015, "decode.d4.loss_cls": 0.7154063910245896, "decode.d4.loss_mask": 0.8029437303543091, "decode.d4.loss_dice": 1.312526273727417, "decode.d5.loss_cls": 0.7374326646327972, "decode.d5.loss_mask": 0.7878207743167878, "decode.d5.loss_dice": 1.2648286700248719, "decode.d6.loss_cls": 0.7604886710643768, "decode.d6.loss_mask": 0.7613480895757675, "decode.d6.loss_dice": 1.2274711430072784, "decode.d7.loss_cls": 0.7386631354689598, "decode.d7.loss_mask": 0.759293121099472, "decode.d7.loss_dice": 1.2462896227836608, "decode.d8.loss_cls": 0.6814059928059578, "decode.d8.loss_mask": 0.7710251092910767, "decode.d8.loss_dice": 1.2588387906551362, "time": 0.5285297155380249, "memory": 7243, "step": 29850}
{"lr": 8.30126017231668e-06, "data_time": 0.008854031562805176, "grad_norm": 84.09745025634766, "loss": 25.473422145843507, "decode.loss_cls": 0.840458907186985, "decode.loss_mask": 0.6896282643079757, "decode.loss_dice": 0.8687529385089874, "decode.d0.loss_cls": 2.2066075921058657, "decode.d0.loss_mask": 0.6872468411922454, "decode.d0.loss_dice": 0.9737325713038445, "decode.d1.loss_cls": 0.9086490914225578, "decode.d1.loss_mask": 0.7066746205091476, "decode.d1.loss_dice": 0.9599481254816056, "decode.d2.loss_cls": 0.8123291745781899, "decode.d2.loss_mask": 0.6813791930675507, "decode.d2.loss_dice": 0.9280683264136315, "decode.d3.loss_cls": 0.7939124360680581, "decode.d3.loss_mask": 0.7024364709854126, "decode.d3.loss_dice": 0.9268963426351547, "decode.d4.loss_cls": 0.79050562530756, "decode.d4.loss_mask": 0.6883039116859436, "decode.d4.loss_dice": 0.8906153127551079, "decode.d5.loss_cls": 0.8153994798660278, "decode.d5.loss_mask": 0.6668741539120674, "decode.d5.loss_dice": 0.8667139023542404, "decode.d6.loss_cls": 0.8024927109479905, "decode.d6.loss_mask": 0.6712920576333999, "decode.d6.loss_dice": 0.8814780443906785, "decode.d7.loss_cls": 0.8613589540123939, "decode.d7.loss_mask": 0.654644787311554, "decode.d7.loss_dice": 0.8510664522647857, "decode.d8.loss_cls": 0.8084762156009674, "decode.d8.loss_mask": 0.6564025983214379, "decode.d8.loss_dice": 0.8810772776603699, "time": 0.5315849781036377, "memory": 7290, "step": 29900}
{"lr": 8.298388812693104e-06, "data_time": 0.009040236473083496, "grad_norm": 83.4621597290039, "loss": 29.57515697479248, "decode.loss_cls": 0.8927325487136841, "decode.loss_mask": 0.724891972541809, "decode.loss_dice": 1.0658133268356322, "decode.d0.loss_cls": 2.4176526069641113, "decode.d0.loss_mask": 0.7915222227573395, "decode.d0.loss_dice": 1.3389864325523377, "decode.d1.loss_cls": 0.9934357166290283, "decode.d1.loss_mask": 0.8010749191045761, "decode.d1.loss_dice": 1.2517206251621247, "decode.d2.loss_cls": 1.0143117904663086, "decode.d2.loss_mask": 0.7605857104063034, "decode.d2.loss_dice": 1.1616072416305543, "decode.d3.loss_cls": 0.8896407902240753, "decode.d3.loss_mask": 0.7385862857103348, "decode.d3.loss_dice": 1.1037635266780854, "decode.d4.loss_cls": 0.8929354727268219, "decode.d4.loss_mask": 0.7327238321304321, "decode.d4.loss_dice": 1.1250472128391267, "decode.d5.loss_cls": 0.8792308926582336, "decode.d5.loss_mask": 0.7305703669786453, "decode.d5.loss_dice": 1.1278862476348877, "decode.d6.loss_cls": 0.8905465811491012, "decode.d6.loss_mask": 0.729301643371582, "decode.d6.loss_dice": 1.075492799282074, "decode.d7.loss_cls": 0.9108130455017089, "decode.d7.loss_mask": 0.7312463134527206, "decode.d7.loss_dice": 1.0893503606319428, "decode.d8.loss_cls": 0.932739770412445, "decode.d8.loss_mask": 0.7178609609603882, "decode.d8.loss_dice": 1.063086175918579, "time": 0.5538995742797852, "memory": 7236, "step": 29950}
{"lr": 8.29551734267295e-06, "data_time": 0.008891987800598144, "grad_norm": 84.10362091064454, "loss": 24.586874771118165, "decode.loss_cls": 0.7205022230744362, "decode.loss_mask": 0.6774576783180237, "decode.loss_dice": 0.8654408141970634, "decode.d0.loss_cls": 1.999700129032135, "decode.d0.loss_mask": 0.6523735016584397, "decode.d0.loss_dice": 1.044007557630539, "decode.d1.loss_cls": 0.9455893576145172, "decode.d1.loss_mask": 0.6680238664150238, "decode.d1.loss_dice": 0.9189409941434861, "decode.d2.loss_cls": 0.8511107116937637, "decode.d2.loss_mask": 0.6551360785961151, "decode.d2.loss_dice": 0.9012803345918655, "decode.d3.loss_cls": 0.8839540839195251, "decode.d3.loss_mask": 0.5661678418517113, "decode.d3.loss_dice": 0.8483290120959281, "decode.d4.loss_cls": 0.8154514968395233, "decode.d4.loss_mask": 0.6398246169090271, "decode.d4.loss_dice": 0.8517544701695442, "decode.d5.loss_cls": 0.8202192664146424, "decode.d5.loss_mask": 0.6262950628995896, "decode.d5.loss_dice": 0.8401946544647216, "decode.d6.loss_cls": 0.7834316611289978, "decode.d6.loss_mask": 0.6211489781737327, "decode.d6.loss_dice": 0.8499570414423943, "decode.d7.loss_cls": 0.7575676739215851, "decode.d7.loss_mask": 0.6327086091041565, "decode.d7.loss_dice": 0.8473662793636322, "decode.d8.loss_cls": 0.7775730684399604, "decode.d8.loss_mask": 0.6623429298400879, "decode.d8.loss_dice": 0.8630243003368377, "time": 0.5295473098754883, "memory": 7286, "step": 30000}
{"aAcc": 82.55, "mIoU": 48.5, "mAcc": 62.93, "data_time": 0.0019318962477117895, "time": 0.1841323964624291, "step": 30000}
{"lr": 8.29264576220952e-06, "data_time": 0.0095473051071167, "grad_norm": 95.0216064453125, "loss": 24.55457696914673, "decode.loss_cls": 0.7159050807356835, "decode.loss_mask": 0.6591725260019302, "decode.loss_dice": 0.8620494544506073, "decode.d0.loss_cls": 2.124011743068695, "decode.d0.loss_mask": 0.696900150179863, "decode.d0.loss_dice": 0.9948337435722351, "decode.d1.loss_cls": 0.9626117140054703, "decode.d1.loss_mask": 0.7268659889698028, "decode.d1.loss_dice": 0.9173942357301712, "decode.d2.loss_cls": 0.8485175937414169, "decode.d2.loss_mask": 0.6966882586479187, "decode.d2.loss_dice": 0.9140588641166687, "decode.d3.loss_cls": 0.726918862760067, "decode.d3.loss_mask": 0.6943793952465057, "decode.d3.loss_dice": 0.8716914564371109, "decode.d4.loss_cls": 0.7600308358669281, "decode.d4.loss_mask": 0.6435222923755646, "decode.d4.loss_dice": 0.8352882027626037, "decode.d5.loss_cls": 0.7351886659860611, "decode.d5.loss_mask": 0.6396699845790863, "decode.d5.loss_dice": 0.8451462030410767, "decode.d6.loss_cls": 0.7207912683486939, "decode.d6.loss_mask": 0.6509484231472016, "decode.d6.loss_dice": 0.8294406592845917, "decode.d7.loss_cls": 0.6971177265048027, "decode.d7.loss_mask": 0.6668290436267853, "decode.d7.loss_dice": 0.8534518569707871, "decode.d8.loss_cls": 0.7236507207155227, "decode.d8.loss_mask": 0.6797954022884369, "decode.d8.loss_dice": 0.8617077648639679, "time": 0.5279403924942017, "memory": 7254, "step": 30050}
{"lr": 8.289774071256058e-06, "data_time": 0.009475278854370116, "grad_norm": 97.9456771850586, "loss": 25.861471939086915, "decode.loss_cls": 0.647194491326809, "decode.loss_mask": 0.69445680975914, "decode.loss_dice": 1.0353386968374252, "decode.d0.loss_cls": 2.052496063709259, "decode.d0.loss_mask": 0.7394712209701538, "decode.d0.loss_dice": 1.2100157260894775, "decode.d1.loss_cls": 0.8015370100736618, "decode.d1.loss_mask": 0.6966371268033982, "decode.d1.loss_dice": 1.1012866616249084, "decode.d2.loss_cls": 0.75206887871027, "decode.d2.loss_mask": 0.6826973468065262, "decode.d2.loss_dice": 1.0902904570102692, "decode.d3.loss_cls": 0.6701282992959022, "decode.d3.loss_mask": 0.6831006199121475, "decode.d3.loss_dice": 1.0552655339241028, "decode.d4.loss_cls": 0.675477784872055, "decode.d4.loss_mask": 0.6718821853399277, "decode.d4.loss_dice": 1.0784396886825562, "decode.d5.loss_cls": 0.6549504682421684, "decode.d5.loss_mask": 0.68282570540905, "decode.d5.loss_dice": 1.0852834701538085, "decode.d6.loss_cls": 0.6442033991217613, "decode.d6.loss_mask": 0.6873392432928085, "decode.d6.loss_dice": 1.0329353272914887, "decode.d7.loss_cls": 0.6494423359632492, "decode.d7.loss_mask": 0.6932683646678924, "decode.d7.loss_dice": 1.030958926677704, "decode.d8.loss_cls": 0.6618862688541413, "decode.d8.loss_mask": 0.683245538175106, "decode.d8.loss_dice": 1.017347338795662, "time": 0.5549530982971191, "memory": 7248, "step": 30100}
{"lr": 8.286902269765788e-06, "data_time": 0.009559941291809083, "grad_norm": 89.42681274414062, "loss": 36.780959892272946, "decode.loss_cls": 0.8599293500185012, "decode.loss_mask": 0.9856694251298904, "decode.loss_dice": 1.4881839513778687, "decode.d0.loss_cls": 2.606831121444702, "decode.d0.loss_mask": 1.1062515020370483, "decode.d0.loss_dice": 1.8234845280647278, "decode.d1.loss_cls": 1.082709366083145, "decode.d1.loss_mask": 1.0963935792446136, "decode.d1.loss_dice": 1.7033202350139618, "decode.d2.loss_cls": 0.9254623651504517, "decode.d2.loss_mask": 1.0833212077617644, "decode.d2.loss_dice": 1.6483709871768952, "decode.d3.loss_cls": 0.9368713706731796, "decode.d3.loss_mask": 1.0445192873477935, "decode.d3.loss_dice": 1.5374405980110168, "decode.d4.loss_cls": 0.8786160677671433, "decode.d4.loss_mask": 1.0395872831344604, "decode.d4.loss_dice": 1.5429021060466765, "decode.d5.loss_cls": 0.8542839020490647, "decode.d5.loss_mask": 1.0220020413398743, "decode.d5.loss_dice": 1.5300537139177321, "decode.d6.loss_cls": 0.8704401344060898, "decode.d6.loss_mask": 1.0286327600479126, "decode.d6.loss_dice": 1.4660520732402802, "decode.d7.loss_cls": 0.805091780424118, "decode.d7.loss_mask": 1.011643460392952, "decode.d7.loss_dice": 1.4999113768339156, "decode.d8.loss_cls": 0.8121023565530777, "decode.d8.loss_mask": 1.016428107023239, "decode.d8.loss_dice": 1.4744541853666306, "time": 0.5278719425201416, "memory": 7301, "step": 30150}
{"lr": 8.28403035769189e-06, "data_time": 0.009494972229003907, "grad_norm": 90.3158462524414, "loss": 30.565591526031493, "decode.loss_cls": 0.9101346969604492, "decode.loss_mask": 0.7557647079229355, "decode.loss_dice": 1.1309343338012696, "decode.d0.loss_cls": 2.4431766629219056, "decode.d0.loss_mask": 0.8855648636817932, "decode.d0.loss_dice": 1.3297381192445754, "decode.d1.loss_cls": 0.9761463880538941, "decode.d1.loss_mask": 0.7873888999223709, "decode.d1.loss_dice": 1.241134774684906, "decode.d2.loss_cls": 1.0025531649589539, "decode.d2.loss_mask": 0.7760913074016571, "decode.d2.loss_dice": 1.1748054802417756, "decode.d3.loss_cls": 0.9335867643356324, "decode.d3.loss_mask": 0.7735936015844345, "decode.d3.loss_dice": 1.1905791491270066, "decode.d4.loss_cls": 0.8491786450147629, "decode.d4.loss_mask": 0.7693891197443008, "decode.d4.loss_dice": 1.1795999556779861, "decode.d5.loss_cls": 0.9441854268312454, "decode.d5.loss_mask": 0.7490731000900268, "decode.d5.loss_dice": 1.1975171595811844, "decode.d6.loss_cls": 0.9280670046806335, "decode.d6.loss_mask": 0.7681719660758972, "decode.d6.loss_dice": 1.1569531619548798, "decode.d7.loss_cls": 0.9125370681285858, "decode.d7.loss_mask": 0.7740871250629425, "decode.d7.loss_dice": 1.1811671942472457, "decode.d8.loss_cls": 0.8698096632957458, "decode.d8.loss_mask": 0.7805205106735229, "decode.d8.loss_dice": 1.1941428929567337, "time": 0.553808617591858, "memory": 7305, "step": 30200}
{"lr": 8.281158334987505e-06, "data_time": 0.009490871429443359, "grad_norm": 80.54864959716797, "loss": 31.138619041442873, "decode.loss_cls": 1.0373860329389573, "decode.loss_mask": 0.7069397598505021, "decode.loss_dice": 1.197772854566574, "decode.d0.loss_cls": 2.452961277961731, "decode.d0.loss_mask": 0.7642797261476517, "decode.d0.loss_dice": 1.4469057083129884, "decode.d1.loss_cls": 1.1878176361322403, "decode.d1.loss_mask": 0.7021868318319321, "decode.d1.loss_dice": 1.3032791554927825, "decode.d2.loss_cls": 0.9572780221700669, "decode.d2.loss_mask": 0.6828451871871948, "decode.d2.loss_dice": 1.32916339635849, "decode.d3.loss_cls": 0.9762771934270859, "decode.d3.loss_mask": 0.6965425431728363, "decode.d3.loss_dice": 1.2364372193813324, "decode.d4.loss_cls": 0.9627563208341599, "decode.d4.loss_mask": 0.695127135515213, "decode.d4.loss_dice": 1.243918114900589, "decode.d5.loss_cls": 0.9852070361375809, "decode.d5.loss_mask": 0.6783999890089035, "decode.d5.loss_dice": 1.2174707144498824, "decode.d6.loss_cls": 1.0239698439836502, "decode.d6.loss_mask": 0.6800589025020599, "decode.d6.loss_dice": 1.1724386513233185, "decode.d7.loss_cls": 1.033369281888008, "decode.d7.loss_mask": 0.6878965407609939, "decode.d7.loss_dice": 1.1815342783927918, "decode.d8.loss_cls": 0.9825692027807236, "decode.d8.loss_mask": 0.7066098809242248, "decode.d8.loss_dice": 1.2092215895652771, "time": 0.5262315273284912, "memory": 7221, "step": 30250}
{"lr": 8.278286201605737e-06, "data_time": 0.00923018455505371, "grad_norm": 83.98788681030274, "loss": 31.390597343444824, "decode.loss_cls": 1.0890163272619247, "decode.loss_mask": 0.7260705024003983, "decode.loss_dice": 1.2048908710479735, "decode.d0.loss_cls": 2.297451078891754, "decode.d0.loss_mask": 0.8289638698101044, "decode.d0.loss_dice": 1.47986199259758, "decode.d1.loss_cls": 0.9100535422563553, "decode.d1.loss_mask": 0.7605433821678161, "decode.d1.loss_dice": 1.4132193267345428, "decode.d2.loss_cls": 0.9806151986122131, "decode.d2.loss_mask": 0.7421261668205261, "decode.d2.loss_dice": 1.2970007747411727, "decode.d3.loss_cls": 0.8954574972391128, "decode.d3.loss_mask": 0.7746068567037583, "decode.d3.loss_dice": 1.2564620494842529, "decode.d4.loss_cls": 0.8935080677270889, "decode.d4.loss_mask": 0.7757639110088348, "decode.d4.loss_dice": 1.2846782445907592, "decode.d5.loss_cls": 0.9306688070297241, "decode.d5.loss_mask": 0.7406934559345245, "decode.d5.loss_dice": 1.2510505318641663, "decode.d6.loss_cls": 0.976153501868248, "decode.d6.loss_mask": 0.734467089176178, "decode.d6.loss_dice": 1.216959038376808, "decode.d7.loss_cls": 0.9648078203201294, "decode.d7.loss_mask": 0.7514285713434219, "decode.d7.loss_dice": 1.2480202734470367, "decode.d8.loss_cls": 1.0015381187200547, "decode.d8.loss_mask": 0.7267822384834289, "decode.d8.loss_dice": 1.2377377659082414, "time": 0.5281577587127686, "memory": 7200, "step": 30300}
{"lr": 8.275413957499655e-06, "data_time": 0.009286737442016602, "grad_norm": 79.72900886535645, "loss": 32.40094394683838, "decode.loss_cls": 1.0820369720458984, "decode.loss_mask": 0.8267729327082634, "decode.loss_dice": 1.157692202925682, "decode.d0.loss_cls": 2.1367794990539553, "decode.d0.loss_mask": 0.9084924012422562, "decode.d0.loss_dice": 1.4237924337387085, "decode.d1.loss_cls": 1.1808014571666718, "decode.d1.loss_mask": 0.8228143095970154, "decode.d1.loss_dice": 1.22516008913517, "decode.d2.loss_cls": 1.1794909954071044, "decode.d2.loss_mask": 0.8123574018478393, "decode.d2.loss_dice": 1.156216025352478, "decode.d3.loss_cls": 1.1763051927089692, "decode.d3.loss_mask": 0.7989192813634872, "decode.d3.loss_dice": 1.1530741959810258, "decode.d4.loss_cls": 1.1744435340166093, "decode.d4.loss_mask": 0.7936789005994797, "decode.d4.loss_dice": 1.0933199733495713, "decode.d5.loss_cls": 1.2217790573835372, "decode.d5.loss_mask": 0.7843778684735299, "decode.d5.loss_dice": 1.101747664809227, "decode.d6.loss_cls": 1.1850921958684921, "decode.d6.loss_mask": 0.7811738103628159, "decode.d6.loss_dice": 1.1041041910648346, "decode.d7.loss_cls": 1.1189754903316498, "decode.d7.loss_mask": 0.8211002603173256, "decode.d7.loss_dice": 1.1413291931152343, "decode.d8.loss_cls": 1.0536486446857452, "decode.d8.loss_mask": 0.8198597818613053, "decode.d8.loss_dice": 1.1656074345111846, "time": 0.5268811225891114, "memory": 7241, "step": 30350}
{"lr": 8.27254160262228e-06, "data_time": 0.009135055541992187, "grad_norm": 96.00882873535156, "loss": 32.374216651916505, "decode.loss_cls": 0.6641070544719696, "decode.loss_mask": 0.9441350430250168, "decode.loss_dice": 1.3097621828317643, "decode.d0.loss_cls": 2.2219054996967316, "decode.d0.loss_mask": 1.018109029531479, "decode.d0.loss_dice": 1.4655406534671784, "decode.d1.loss_cls": 0.9059248924255371, "decode.d1.loss_mask": 0.9986542105674744, "decode.d1.loss_dice": 1.4934741795063018, "decode.d2.loss_cls": 0.8418394714593888, "decode.d2.loss_mask": 0.9845564275979996, "decode.d2.loss_dice": 1.3739532947540283, "decode.d3.loss_cls": 0.7922352582216263, "decode.d3.loss_mask": 0.9755759477615357, "decode.d3.loss_dice": 1.3664990842342377, "decode.d4.loss_cls": 0.7357148826122284, "decode.d4.loss_mask": 0.9733758449554444, "decode.d4.loss_dice": 1.369419378042221, "decode.d5.loss_cls": 0.7103865385055542, "decode.d5.loss_mask": 0.9505432814359664, "decode.d5.loss_dice": 1.3559336066246033, "decode.d6.loss_cls": 0.7270785838365554, "decode.d6.loss_mask": 0.9512781798839569, "decode.d6.loss_dice": 1.3378251612186431, "decode.d7.loss_cls": 0.6482116878032684, "decode.d7.loss_mask": 0.9636766582727432, "decode.d7.loss_dice": 1.3365824282169343, "decode.d8.loss_cls": 0.6744966894388199, "decode.d8.loss_mask": 0.9494118332862854, "decode.d8.loss_dice": 1.3340087056159973, "time": 0.5284529447555542, "memory": 7198, "step": 30400}
{"lr": 8.26966913692661e-06, "data_time": 0.00906388759613037, "grad_norm": 97.053955078125, "loss": 33.23028173446655, "decode.loss_cls": 0.8298518054187298, "decode.loss_mask": 0.911641538143158, "decode.loss_dice": 1.3928778707981109, "decode.d0.loss_cls": 2.320425307750702, "decode.d0.loss_mask": 0.9527352511882782, "decode.d0.loss_dice": 1.538219192624092, "decode.d1.loss_cls": 0.8316831022500992, "decode.d1.loss_mask": 0.9322395205497742, "decode.d1.loss_dice": 1.5098244339227676, "decode.d2.loss_cls": 0.8720013782382011, "decode.d2.loss_mask": 0.9235699564218521, "decode.d2.loss_dice": 1.4194749295711517, "decode.d3.loss_cls": 0.8123608626425266, "decode.d3.loss_mask": 0.9372520267963409, "decode.d3.loss_dice": 1.4160730630159377, "decode.d4.loss_cls": 0.7410917818546295, "decode.d4.loss_mask": 0.9387574255466461, "decode.d4.loss_dice": 1.4312488585710526, "decode.d5.loss_cls": 0.7979961581528187, "decode.d5.loss_mask": 0.9476105302572251, "decode.d5.loss_dice": 1.4308094650506973, "decode.d6.loss_cls": 0.8034517444670201, "decode.d6.loss_mask": 0.9241968303918838, "decode.d6.loss_dice": 1.3933564275503159, "decode.d7.loss_cls": 0.7508644312620163, "decode.d7.loss_mask": 0.9590940743684768, "decode.d7.loss_dice": 1.4015393376350402, "decode.d8.loss_cls": 0.7565525531768799, "decode.d8.loss_mask": 0.9447097539901733, "decode.d8.loss_dice": 1.4087716400623322, "time": 0.5273232221603393, "memory": 7206, "step": 30450}
{"lr": 8.266796560365584e-06, "data_time": 0.009240102767944337, "grad_norm": 83.12625236511231, "loss": 26.496827125549316, "decode.loss_cls": 0.6509640932083129, "decode.loss_mask": 0.6928672015666961, "decode.loss_dice": 1.1373990029096603, "decode.d0.loss_cls": 2.153198313713074, "decode.d0.loss_mask": 0.692665621638298, "decode.d0.loss_dice": 1.2590093791484833, "decode.d1.loss_cls": 0.7924109667539596, "decode.d1.loss_mask": 0.6817034959793091, "decode.d1.loss_dice": 1.16093470454216, "decode.d2.loss_cls": 0.6903948694467544, "decode.d2.loss_mask": 0.6936582863330841, "decode.d2.loss_dice": 1.1222460627555848, "decode.d3.loss_cls": 0.6502981394529342, "decode.d3.loss_mask": 0.6882975310087204, "decode.d3.loss_dice": 1.1035526931285857, "decode.d4.loss_cls": 0.6600451380014419, "decode.d4.loss_mask": 0.6985303729772567, "decode.d4.loss_dice": 1.097929209470749, "decode.d5.loss_cls": 0.6669893234968185, "decode.d5.loss_mask": 0.6990199834108353, "decode.d5.loss_dice": 1.1026317864656447, "decode.d6.loss_cls": 0.6502961069345474, "decode.d6.loss_mask": 0.6956137478351593, "decode.d6.loss_dice": 1.1263133138418198, "decode.d7.loss_cls": 0.6590464800596237, "decode.d7.loss_mask": 0.6834712237119674, "decode.d7.loss_dice": 1.1236563831567765, "decode.d8.loss_cls": 0.6379754692316055, "decode.d8.loss_mask": 0.6973405957221985, "decode.d8.loss_dice": 1.1283685386180877, "time": 0.5281432390213012, "memory": 7276, "step": 30500}
{"lr": 8.263923872892113e-06, "data_time": 0.009268426895141601, "grad_norm": 78.81931533813477, "loss": 30.403649139404298, "decode.loss_cls": 0.9156666398048401, "decode.loss_mask": 0.8106550693511962, "decode.loss_dice": 0.9989005655050278, "decode.d0.loss_cls": 2.3173774600028993, "decode.d0.loss_mask": 0.9246060132980347, "decode.d0.loss_dice": 1.2644918501377105, "decode.d1.loss_cls": 1.1478969544172286, "decode.d1.loss_mask": 0.8353140085935593, "decode.d1.loss_dice": 1.1594889461994171, "decode.d2.loss_cls": 1.011106213927269, "decode.d2.loss_mask": 0.8676332592964172, "decode.d2.loss_dice": 1.0643783330917358, "decode.d3.loss_cls": 0.9774946987628936, "decode.d3.loss_mask": 0.8731621325016021, "decode.d3.loss_dice": 1.041075000166893, "decode.d4.loss_cls": 0.9959028482437133, "decode.d4.loss_mask": 0.8506281554698945, "decode.d4.loss_dice": 1.036170732975006, "decode.d5.loss_cls": 0.9764404237270355, "decode.d5.loss_mask": 0.8365493446588517, "decode.d5.loss_dice": 1.031818550825119, "decode.d6.loss_cls": 1.0237616807222367, "decode.d6.loss_mask": 0.8112670570611954, "decode.d6.loss_dice": 0.9985436975955964, "decode.d7.loss_cls": 0.9826071053743363, "decode.d7.loss_mask": 0.8176313132047653, "decode.d7.loss_dice": 1.0423575788736343, "decode.d8.loss_cls": 0.9407374650239945, "decode.d8.loss_mask": 0.8071467936038971, "decode.d8.loss_dice": 1.0428383618593215, "time": 0.5263962030410767, "memory": 7276, "step": 30550}
{"lr": 8.261051074459082e-06, "data_time": 0.009181070327758788, "grad_norm": 78.25153121948242, "loss": 28.662875270843507, "decode.loss_cls": 0.9111778825521469, "decode.loss_mask": 0.6876593261957169, "decode.loss_dice": 1.010220617055893, "decode.d0.loss_cls": 2.230774348974228, "decode.d0.loss_mask": 0.8010287940502167, "decode.d0.loss_dice": 1.2820285469293595, "decode.d1.loss_cls": 0.992407213151455, "decode.d1.loss_mask": 0.712337103486061, "decode.d1.loss_dice": 1.1451366603374482, "decode.d2.loss_cls": 0.9862017974257469, "decode.d2.loss_mask": 0.7027941763401031, "decode.d2.loss_dice": 1.0858714193105699, "decode.d3.loss_cls": 0.987533263862133, "decode.d3.loss_mask": 0.6937404870986938, "decode.d3.loss_dice": 1.0440330803394318, "decode.d4.loss_cls": 0.9204519599676132, "decode.d4.loss_mask": 0.6871823281049728, "decode.d4.loss_dice": 1.0404564946889878, "decode.d5.loss_cls": 0.8883952528238297, "decode.d5.loss_mask": 0.7036414116621017, "decode.d5.loss_dice": 1.0926838636398315, "decode.d6.loss_cls": 0.9187404230237007, "decode.d6.loss_mask": 0.7157707870006561, "decode.d6.loss_dice": 1.0632606029510498, "decode.d7.loss_cls": 0.889149221777916, "decode.d7.loss_mask": 0.7005549073219299, "decode.d7.loss_dice": 1.0910193115472793, "decode.d8.loss_cls": 0.9344657361507416, "decode.d8.loss_mask": 0.6958676755428315, "decode.d8.loss_dice": 1.048290655016899, "time": 0.552441930770874, "memory": 7262, "step": 30600}
{"lr": 8.258178165019336e-06, "data_time": 0.009050798416137696, "grad_norm": 103.2948829650879, "loss": 29.430744314193724, "decode.loss_cls": 0.649121081084013, "decode.loss_mask": 0.7868161529302597, "decode.loss_dice": 1.2371415749192238, "decode.d0.loss_cls": 2.214819550514221, "decode.d0.loss_mask": 0.8836428761482239, "decode.d0.loss_dice": 1.4972285732626915, "decode.d1.loss_cls": 0.763529258966446, "decode.d1.loss_mask": 0.8524954319000244, "decode.d1.loss_dice": 1.369977393746376, "decode.d2.loss_cls": 0.7343074031174183, "decode.d2.loss_mask": 0.7960309773683548, "decode.d2.loss_dice": 1.2637702077627182, "decode.d3.loss_cls": 0.7155322223901749, "decode.d3.loss_mask": 0.8006144076585769, "decode.d3.loss_dice": 1.2242622151970863, "decode.d4.loss_cls": 0.6802004188299179, "decode.d4.loss_mask": 0.7990342229604721, "decode.d4.loss_dice": 1.2337296605110168, "decode.d5.loss_cls": 0.6488277770578861, "decode.d5.loss_mask": 0.8540898859500885, "decode.d5.loss_dice": 1.261132012307644, "decode.d6.loss_cls": 0.6729865424335003, "decode.d6.loss_mask": 0.8187138915061951, "decode.d6.loss_dice": 1.2434750944375992, "decode.d7.loss_cls": 0.6451742552220822, "decode.d7.loss_mask": 0.824533149600029, "decode.d7.loss_dice": 1.2606944501399995, "decode.d8.loss_cls": 0.6490003757178784, "decode.d8.loss_mask": 0.7954888314008712, "decode.d8.loss_dice": 1.2543741792440415, "time": 0.526131010055542, "memory": 7198, "step": 30650}
{"lr": 8.255305144525665e-06, "data_time": 0.00923159122467041, "grad_norm": 94.21678466796875, "loss": 38.61979446411133, "decode.loss_cls": 1.1109340369701386, "decode.loss_mask": 0.8481251001358032, "decode.loss_dice": 1.5911861956119537, "decode.d0.loss_cls": 2.870564651489258, "decode.d0.loss_mask": 0.8934344202280045, "decode.d0.loss_dice": 1.9431512504816055, "decode.d1.loss_cls": 1.2449966967105865, "decode.d1.loss_mask": 0.9089965462684632, "decode.d1.loss_dice": 1.7777511954307557, "decode.d2.loss_cls": 1.1757265776395798, "decode.d2.loss_mask": 0.8909520715475082, "decode.d2.loss_dice": 1.6579649686813354, "decode.d3.loss_cls": 1.117649444937706, "decode.d3.loss_mask": 0.8783376455307007, "decode.d3.loss_dice": 1.6473243355751037, "decode.d4.loss_cls": 1.1600944936275481, "decode.d4.loss_mask": 0.8745100915431976, "decode.d4.loss_dice": 1.6395190834999085, "decode.d5.loss_cls": 1.121007689833641, "decode.d5.loss_mask": 0.8539691716432571, "decode.d5.loss_dice": 1.6596743643283844, "decode.d6.loss_cls": 1.1381807163357736, "decode.d6.loss_mask": 0.8658363550901413, "decode.d6.loss_dice": 1.5865944832563401, "decode.d7.loss_cls": 1.1218571707606315, "decode.d7.loss_mask": 0.8641174018383027, "decode.d7.loss_dice": 1.6076856046915053, "decode.d8.loss_cls": 1.0872605592012405, "decode.d8.loss_mask": 0.8844951927661896, "decode.d8.loss_dice": 1.5978969126939773, "time": 0.5511065006256104, "memory": 7391, "step": 30700}
{"lr": 8.252432012930827e-06, "data_time": 0.00892469882965088, "grad_norm": 89.31530952453613, "loss": 25.350876998901366, "decode.loss_cls": 0.6623952835798264, "decode.loss_mask": 0.7303626418113709, "decode.loss_dice": 0.9123020231723785, "decode.d0.loss_cls": 2.0864331483840943, "decode.d0.loss_mask": 0.7812249511480331, "decode.d0.loss_dice": 1.0678908586502076, "decode.d1.loss_cls": 0.9134948670864105, "decode.d1.loss_mask": 0.7425460994243622, "decode.d1.loss_dice": 0.9546718806028366, "decode.d2.loss_cls": 0.7647764891386032, "decode.d2.loss_mask": 0.7169150948524475, "decode.d2.loss_dice": 0.9501854002475738, "decode.d3.loss_cls": 0.7869873523712159, "decode.d3.loss_mask": 0.698732441663742, "decode.d3.loss_dice": 0.8892184317111969, "decode.d4.loss_cls": 0.7428572803735733, "decode.d4.loss_mask": 0.6992677420377731, "decode.d4.loss_dice": 0.926946759223938, "decode.d5.loss_cls": 0.7624890625476837, "decode.d5.loss_mask": 0.7114843189716339, "decode.d5.loss_dice": 0.8991577416658402, "decode.d6.loss_cls": 0.7100952446460724, "decode.d6.loss_mask": 0.7007892012596131, "decode.d6.loss_dice": 0.9082743108272553, "decode.d7.loss_cls": 0.7135825484991074, "decode.d7.loss_mask": 0.6994421064853669, "decode.d7.loss_dice": 0.9085940986871719, "decode.d8.loss_cls": 0.7079045474529266, "decode.d8.loss_mask": 0.6956455260515213, "decode.d8.loss_dice": 0.9062101453542709, "time": 0.5544678688049316, "memory": 7255, "step": 30750}
{"lr": 8.249558770187543e-06, "data_time": 0.009029984474182129, "grad_norm": 81.85114326477051, "loss": 25.088391494750976, "decode.loss_cls": 0.5775371596217156, "decode.loss_mask": 0.6984032034873963, "decode.loss_dice": 0.9966918379068375, "decode.d0.loss_cls": 1.9757056832313538, "decode.d0.loss_mask": 0.8165152639150619, "decode.d0.loss_dice": 1.1584714904427529, "decode.d1.loss_cls": 0.7365075945854187, "decode.d1.loss_mask": 0.7426901787519455, "decode.d1.loss_dice": 1.0606711119413377, "decode.d2.loss_cls": 0.6481797322630882, "decode.d2.loss_mask": 0.7220040529966354, "decode.d2.loss_dice": 1.0402243465185166, "decode.d3.loss_cls": 0.5848602339625358, "decode.d3.loss_mask": 0.7203994452953338, "decode.d3.loss_dice": 1.0502381771802902, "decode.d4.loss_cls": 0.5846958562731743, "decode.d4.loss_mask": 0.7166524946689605, "decode.d4.loss_dice": 1.037487518787384, "decode.d5.loss_cls": 0.6221812427043915, "decode.d5.loss_mask": 0.6956173241138458, "decode.d5.loss_dice": 1.0249745219945907, "decode.d6.loss_cls": 0.6264746397733688, "decode.d6.loss_mask": 0.7106905013322831, "decode.d6.loss_dice": 1.009876400232315, "decode.d7.loss_cls": 0.5479535356163978, "decode.d7.loss_mask": 0.7099327862262725, "decode.d7.loss_dice": 1.0079917803406715, "decode.d8.loss_cls": 0.570233653485775, "decode.d8.loss_mask": 0.697388082742691, "decode.d8.loss_dice": 0.9971406653523445, "time": 0.5284464836120606, "memory": 7243, "step": 30800}
{"lr": 8.246685416248505e-06, "data_time": 0.009139657020568848, "grad_norm": 85.62998428344727, "loss": 30.63084497451782, "decode.loss_cls": 0.7785786420106888, "decode.loss_mask": 0.8290855586528778, "decode.loss_dice": 1.2031833350658416, "decode.d0.loss_cls": 2.3486199259757994, "decode.d0.loss_mask": 0.8753238558769226, "decode.d0.loss_dice": 1.3819894015789032, "decode.d1.loss_cls": 0.9944716334342957, "decode.d1.loss_mask": 0.9336780279874801, "decode.d1.loss_dice": 1.3230177372694016, "decode.d2.loss_cls": 0.9043236494064331, "decode.d2.loss_mask": 0.8754672646522522, "decode.d2.loss_dice": 1.2565520524978637, "decode.d3.loss_cls": 0.894616886973381, "decode.d3.loss_mask": 0.818663728237152, "decode.d3.loss_dice": 1.2076634228229524, "decode.d4.loss_cls": 0.7494272798299789, "decode.d4.loss_mask": 0.8472066044807434, "decode.d4.loss_dice": 1.2163939744234085, "decode.d5.loss_cls": 0.739118081331253, "decode.d5.loss_mask": 0.8318326652050019, "decode.d5.loss_dice": 1.1977923125028611, "decode.d6.loss_cls": 0.7402252286672593, "decode.d6.loss_mask": 0.8423466324806214, "decode.d6.loss_dice": 1.2084676921367645, "decode.d7.loss_cls": 0.7647857427597046, "decode.d7.loss_mask": 0.8271215319633484, "decode.d7.loss_dice": 1.2189936488866806, "decode.d8.loss_cls": 0.7459638208150864, "decode.d8.loss_mask": 0.8620981752872467, "decode.d8.loss_dice": 1.213836282491684, "time": 0.5288813591003418, "memory": 7234, "step": 30850}
{"lr": 8.24381195106636e-06, "data_time": 0.00917518138885498, "grad_norm": 95.09314346313477, "loss": 29.550207710266115, "decode.loss_cls": 0.8469584256410598, "decode.loss_mask": 0.672934028506279, "decode.loss_dice": 1.2334928810596466, "decode.d0.loss_cls": 2.3305506825447084, "decode.d0.loss_mask": 0.7389070570468903, "decode.d0.loss_dice": 1.2948517203330994, "decode.d1.loss_cls": 1.0748583480715752, "decode.d1.loss_mask": 0.6728747248649597, "decode.d1.loss_dice": 1.2346034228801728, "decode.d2.loss_cls": 0.9244124993681908, "decode.d2.loss_mask": 0.6960685044527054, "decode.d2.loss_dice": 1.2037611901760101, "decode.d3.loss_cls": 0.9639005288481712, "decode.d3.loss_mask": 0.66705621778965, "decode.d3.loss_dice": 1.2322794616222381, "decode.d4.loss_cls": 0.8813888967037201, "decode.d4.loss_mask": 0.6688418090343475, "decode.d4.loss_dice": 1.225430428981781, "decode.d5.loss_cls": 0.8914577648043632, "decode.d5.loss_mask": 0.6690237611532212, "decode.d5.loss_dice": 1.2109102129936218, "decode.d6.loss_cls": 0.9219535782933235, "decode.d6.loss_mask": 0.6442019999027252, "decode.d6.loss_dice": 1.1784840285778047, "decode.d7.loss_cls": 0.9061664216220379, "decode.d7.loss_mask": 0.6383127570152283, "decode.d7.loss_dice": 1.1902593195438385, "decode.d8.loss_cls": 0.8454238399863243, "decode.d8.loss_mask": 0.6629215568304062, "decode.d8.loss_dice": 1.2279222905635834, "time": 0.5272408962249756, "memory": 7238, "step": 30900}
{"lr": 8.240938374593697e-06, "data_time": 0.009112048149108886, "grad_norm": 90.62320327758789, "loss": 24.732718658447265, "decode.loss_cls": 0.7040711924433708, "decode.loss_mask": 0.7024893283843994, "decode.loss_dice": 0.833720725774765, "decode.d0.loss_cls": 2.1836270451545716, "decode.d0.loss_mask": 0.755443948507309, "decode.d0.loss_dice": 0.977119654417038, "decode.d1.loss_cls": 0.9503870874643325, "decode.d1.loss_mask": 0.7175612658262253, "decode.d1.loss_dice": 0.8604910850524903, "decode.d2.loss_cls": 0.8420763224363327, "decode.d2.loss_mask": 0.6846952736377716, "decode.d2.loss_dice": 0.8183055758476258, "decode.d3.loss_cls": 0.7888016134500504, "decode.d3.loss_mask": 0.6704380959272385, "decode.d3.loss_dice": 0.8223305881023407, "decode.d4.loss_cls": 0.774295012652874, "decode.d4.loss_mask": 0.7037280470132827, "decode.d4.loss_dice": 0.8397215127944946, "decode.d5.loss_cls": 0.7643685445189476, "decode.d5.loss_mask": 0.6786289185285568, "decode.d5.loss_dice": 0.823729258775711, "decode.d6.loss_cls": 0.7169804573059082, "decode.d6.loss_mask": 0.6996809661388397, "decode.d6.loss_dice": 0.8541015237569809, "decode.d7.loss_cls": 0.7451576009392739, "decode.d7.loss_mask": 0.7004940569400787, "decode.d7.loss_dice": 0.8356192708015442, "decode.d8.loss_cls": 0.7435458213090896, "decode.d8.loss_mask": 0.7009467303752899, "decode.d8.loss_dice": 0.8401625394821167, "time": 0.5539850473403931, "memory": 7195, "step": 30950}
{"lr": 8.238064686783102e-06, "data_time": 0.009105610847473144, "grad_norm": 95.10000915527344, "loss": 31.672176456451417, "decode.loss_cls": 0.8401408545672894, "decode.loss_mask": 0.8050047099590302, "decode.loss_dice": 1.1821285858750343, "decode.d0.loss_cls": 2.4766502261161802, "decode.d0.loss_mask": 0.8620415568351746, "decode.d0.loss_dice": 1.409086701273918, "decode.d1.loss_cls": 1.1553924098610877, "decode.d1.loss_mask": 0.8450112640857697, "decode.d1.loss_dice": 1.3082746505737304, "decode.d2.loss_cls": 1.0159014195203782, "decode.d2.loss_mask": 0.8202238261699677, "decode.d2.loss_dice": 1.258095745742321, "decode.d3.loss_cls": 1.0223825052380562, "decode.d3.loss_mask": 0.8267960906028747, "decode.d3.loss_dice": 1.2320765733718873, "decode.d4.loss_cls": 0.938378531485796, "decode.d4.loss_mask": 0.7979329645633697, "decode.d4.loss_dice": 1.2092397332191467, "decode.d5.loss_cls": 0.934330365806818, "decode.d5.loss_mask": 0.800692942738533, "decode.d5.loss_dice": 1.214656864106655, "decode.d6.loss_cls": 0.9472018182277679, "decode.d6.loss_mask": 0.7953097879886627, "decode.d6.loss_dice": 1.2020889237523078, "decode.d7.loss_cls": 0.9181587725877762, "decode.d7.loss_mask": 0.7831919938325882, "decode.d7.loss_dice": 1.2086631909012795, "decode.d8.loss_cls": 0.8460424810647964, "decode.d8.loss_mask": 0.7992564976215363, "decode.d8.loss_dice": 1.2178252905607223, "time": 0.5278102159500122, "memory": 7236, "step": 31000}
{"lr": 8.235190887587094e-06, "data_time": 0.008937549591064454, "grad_norm": 80.69880256652831, "loss": 35.0719856262207, "decode.loss_cls": 1.0583146393299103, "decode.loss_mask": 0.8341809213161469, "decode.loss_dice": 1.2815337955951691, "decode.d0.loss_cls": 2.7143940925598145, "decode.d0.loss_mask": 0.9384715616703033, "decode.d0.loss_dice": 1.4680496633052826, "decode.d1.loss_cls": 1.3278326392173767, "decode.d1.loss_mask": 0.9493819594383239, "decode.d1.loss_dice": 1.4710886776447296, "decode.d2.loss_cls": 1.2340498864650726, "decode.d2.loss_mask": 0.8619820177555084, "decode.d2.loss_dice": 1.3526225924491881, "decode.d3.loss_cls": 1.1700725317001344, "decode.d3.loss_mask": 0.8546546161174774, "decode.d3.loss_dice": 1.3058962285518647, "decode.d4.loss_cls": 1.100379192829132, "decode.d4.loss_mask": 0.8585227608680726, "decode.d4.loss_dice": 1.3283590137958527, "decode.d5.loss_cls": 1.1225737988948823, "decode.d5.loss_mask": 0.8406434893608093, "decode.d5.loss_dice": 1.3126627683639527, "decode.d6.loss_cls": 1.0952390551567077, "decode.d6.loss_mask": 0.8357756406068801, "decode.d6.loss_dice": 1.3126690685749054, "decode.d7.loss_cls": 1.1167725503444672, "decode.d7.loss_mask": 0.8418157786130905, "decode.d7.loss_dice": 1.2690214395523072, "decode.d8.loss_cls": 1.1098725825548172, "decode.d8.loss_mask": 0.834530946612358, "decode.d8.loss_dice": 1.2706216275691986, "time": 0.5268467903137207, "memory": 7283, "step": 31050}
{"lr": 8.23231697695817e-06, "data_time": 0.009400701522827149, "grad_norm": 78.91409912109376, "loss": 28.18571844100952, "decode.loss_cls": 0.8266693204641342, "decode.loss_mask": 0.7888682842254638, "decode.loss_dice": 1.0198232293128968, "decode.d0.loss_cls": 2.281308174133301, "decode.d0.loss_mask": 0.8546067774295807, "decode.d0.loss_dice": 1.1103126466274262, "decode.d1.loss_cls": 0.866364499926567, "decode.d1.loss_mask": 0.844262033700943, "decode.d1.loss_dice": 1.1292350530624389, "decode.d2.loss_cls": 0.7949306726455688, "decode.d2.loss_mask": 0.829751855134964, "decode.d2.loss_dice": 1.102788120508194, "decode.d3.loss_cls": 0.897069051861763, "decode.d3.loss_mask": 0.8166562885046005, "decode.d3.loss_dice": 1.0284250885248185, "decode.d4.loss_cls": 0.8321373105049134, "decode.d4.loss_mask": 0.7953596204519272, "decode.d4.loss_dice": 1.014784723520279, "decode.d5.loss_cls": 0.7608247429132462, "decode.d5.loss_mask": 0.8021189451217652, "decode.d5.loss_dice": 1.0437802851200104, "decode.d6.loss_cls": 0.7973318129777909, "decode.d6.loss_mask": 0.8010662287473679, "decode.d6.loss_dice": 1.0179006665945054, "decode.d7.loss_cls": 0.7640202522277832, "decode.d7.loss_mask": 0.7853935658931732, "decode.d7.loss_dice": 0.9763903975486755, "decode.d8.loss_cls": 0.7669295161962509, "decode.d8.loss_mask": 0.815462589263916, "decode.d8.loss_dice": 1.0211464136838913, "time": 0.5266258716583252, "memory": 7295, "step": 31100}
{"lr": 8.229442954848775e-06, "data_time": 0.008683228492736816, "grad_norm": 93.71374778747558, "loss": 38.8779577255249, "decode.loss_cls": 1.0784568160772323, "decode.loss_mask": 1.025218215584755, "decode.loss_dice": 1.493465507030487, "decode.d0.loss_cls": 2.633233940601349, "decode.d0.loss_mask": 1.0742940485477448, "decode.d0.loss_dice": 1.8249252915382386, "decode.d1.loss_cls": 1.2993010729551315, "decode.d1.loss_mask": 1.0483358025550842, "decode.d1.loss_dice": 1.6153806805610658, "decode.d2.loss_cls": 1.198653444647789, "decode.d2.loss_mask": 1.0625160545110703, "decode.d2.loss_dice": 1.5860717356204987, "decode.d3.loss_cls": 1.2458804219961166, "decode.d3.loss_mask": 0.9754743039608001, "decode.d3.loss_dice": 1.488936311006546, "decode.d4.loss_cls": 1.1511289566755294, "decode.d4.loss_mask": 0.9983074575662613, "decode.d4.loss_dice": 1.5306893408298492, "decode.d5.loss_cls": 1.1308250606060029, "decode.d5.loss_mask": 0.9810929626226426, "decode.d5.loss_dice": 1.5325629472732545, "decode.d6.loss_cls": 1.1900316506624222, "decode.d6.loss_mask": 0.9994863629341125, "decode.d6.loss_dice": 1.4645012259483337, "decode.d7.loss_cls": 1.1764338105916976, "decode.d7.loss_mask": 0.9797767668962478, "decode.d7.loss_dice": 1.4576452553272248, "decode.d8.loss_cls": 1.1365054905414582, "decode.d8.loss_mask": 1.0062210083007812, "decode.d8.loss_dice": 1.4926059544086456, "time": 0.5508588790893555, "memory": 7216, "step": 31150}
{"lr": 8.226568821211332e-06, "data_time": 0.009123587608337402, "grad_norm": 88.78738021850586, "loss": 28.559846687316895, "decode.loss_cls": 0.8503343105316162, "decode.loss_mask": 0.70299311876297, "decode.loss_dice": 1.0762248247861863, "decode.d0.loss_cls": 2.2462519884109495, "decode.d0.loss_mask": 0.7746038287878036, "decode.d0.loss_dice": 1.2291833758354187, "decode.d1.loss_cls": 1.0671203076839446, "decode.d1.loss_mask": 0.6878436505794525, "decode.d1.loss_dice": 1.1601840257644653, "decode.d2.loss_cls": 0.9249837428331376, "decode.d2.loss_mask": 0.7521652549505233, "decode.d2.loss_dice": 1.1240161299705504, "decode.d3.loss_cls": 0.8532779067754745, "decode.d3.loss_mask": 0.7459106177091599, "decode.d3.loss_dice": 1.1020014315843583, "decode.d4.loss_cls": 0.852326613664627, "decode.d4.loss_mask": 0.7225589126348495, "decode.d4.loss_dice": 1.0883750587701797, "decode.d5.loss_cls": 0.8383100777864456, "decode.d5.loss_mask": 0.7930641621351242, "decode.d5.loss_dice": 1.103115549683571, "decode.d6.loss_cls": 0.8770870834589004, "decode.d6.loss_mask": 0.661097177863121, "decode.d6.loss_dice": 1.0459060072898865, "decode.d7.loss_cls": 0.8832659155130387, "decode.d7.loss_mask": 0.6756562948226928, "decode.d7.loss_dice": 1.0715440332889556, "decode.d8.loss_cls": 0.8526744484901428, "decode.d8.loss_mask": 0.7042803049087525, "decode.d8.loss_dice": 1.0934903800487519, "time": 0.5603039026260376, "memory": 7196, "step": 31200}
{"lr": 8.2236945759982e-06, "data_time": 0.009102964401245117, "grad_norm": 89.61081504821777, "loss": 34.11662511825561, "decode.loss_cls": 1.1265133142471313, "decode.loss_mask": 0.7402559995651246, "decode.loss_dice": 1.2980693638324738, "decode.d0.loss_cls": 2.7795949935913087, "decode.d0.loss_mask": 0.8082015216350555, "decode.d0.loss_dice": 1.5407689094543457, "decode.d1.loss_cls": 1.1680686563253402, "decode.d1.loss_mask": 0.7918479681015015, "decode.d1.loss_dice": 1.409991979598999, "decode.d2.loss_cls": 1.088225293159485, "decode.d2.loss_mask": 0.7910527199506759, "decode.d2.loss_dice": 1.3731849670410157, "decode.d3.loss_cls": 1.0493505954742433, "decode.d3.loss_mask": 0.7449592769145965, "decode.d3.loss_dice": 1.3192730605602265, "decode.d4.loss_cls": 1.092220664024353, "decode.d4.loss_mask": 0.7465895861387253, "decode.d4.loss_dice": 1.3172357559204102, "decode.d5.loss_cls": 1.1571744233369827, "decode.d5.loss_mask": 0.7614448249340058, "decode.d5.loss_dice": 1.3101008594036103, "decode.d6.loss_cls": 1.0941247388720512, "decode.d6.loss_mask": 0.784998482465744, "decode.d6.loss_dice": 1.3263630390167236, "decode.d7.loss_cls": 1.1531056821346284, "decode.d7.loss_mask": 0.7457205414772033, "decode.d7.loss_dice": 1.3288097739219666, "decode.d8.loss_cls": 1.2006130993366242, "decode.d8.loss_mask": 0.7666507959365845, "decode.d8.loss_dice": 1.302114373445511, "time": 0.5548007011413574, "memory": 7304, "step": 31250}
{"lr": 8.220820219161722e-06, "data_time": 0.009181857109069824, "grad_norm": 82.89608001708984, "loss": 34.95754203796387, "decode.loss_cls": 1.0435669481754304, "decode.loss_mask": 0.8255922734737396, "decode.loss_dice": 1.284761083126068, "decode.d0.loss_cls": 2.566512680053711, "decode.d0.loss_mask": 0.8840514123439789, "decode.d0.loss_dice": 1.511837500333786, "decode.d1.loss_cls": 1.4450887799263001, "decode.d1.loss_mask": 0.8290939331054688, "decode.d1.loss_dice": 1.4463823914527894, "decode.d2.loss_cls": 1.2018198907375335, "decode.d2.loss_mask": 0.8371184825897217, "decode.d2.loss_dice": 1.3830210030078889, "decode.d3.loss_cls": 1.1952828288078308, "decode.d3.loss_mask": 0.8437595129013061, "decode.d3.loss_dice": 1.3403905928134918, "decode.d4.loss_cls": 1.116362887620926, "decode.d4.loss_mask": 0.8691089868545532, "decode.d4.loss_dice": 1.3752773702144623, "decode.d5.loss_cls": 1.1264050364494325, "decode.d5.loss_mask": 0.8246125817298889, "decode.d5.loss_dice": 1.3284056186676025, "decode.d6.loss_cls": 1.1187459468841552, "decode.d6.loss_mask": 0.8084424197673797, "decode.d6.loss_dice": 1.306836798787117, "decode.d7.loss_cls": 1.1108964502811431, "decode.d7.loss_mask": 0.8094619154930115, "decode.d7.loss_dice": 1.3126211524009705, "decode.d8.loss_cls": 1.0978201091289521, "decode.d8.loss_mask": 0.8189095109701157, "decode.d8.loss_dice": 1.2953561663627624, "time": 0.5287911415100097, "memory": 7212, "step": 31300}
{"lr": 8.217945750654204e-06, "data_time": 0.009220194816589356, "grad_norm": 87.07758865356445, "loss": 29.06784372329712, "decode.loss_cls": 0.7289820775389672, "decode.loss_mask": 0.8367132276296616, "decode.loss_dice": 1.038088035583496, "decode.d0.loss_cls": 2.43856166601181, "decode.d0.loss_mask": 0.8629804730415345, "decode.d0.loss_dice": 1.2676950067281723, "decode.d1.loss_cls": 1.0344927787780762, "decode.d1.loss_mask": 0.8614777445793151, "decode.d1.loss_dice": 1.1520522713661194, "decode.d2.loss_cls": 0.8797989472746849, "decode.d2.loss_mask": 0.837208291888237, "decode.d2.loss_dice": 1.116260713338852, "decode.d3.loss_cls": 0.8535496160387993, "decode.d3.loss_mask": 0.7816797018051147, "decode.d3.loss_dice": 1.0480642557144164, "decode.d4.loss_cls": 0.8272747740149498, "decode.d4.loss_mask": 0.7796631991863251, "decode.d4.loss_dice": 1.0623330503702164, "decode.d5.loss_cls": 0.8516935527324676, "decode.d5.loss_mask": 0.7904825091362, "decode.d5.loss_dice": 1.0694751888513565, "decode.d6.loss_cls": 0.8212489724159241, "decode.d6.loss_mask": 0.8236859023571015, "decode.d6.loss_dice": 1.0376341104507447, "decode.d7.loss_cls": 0.7776901990175247, "decode.d7.loss_mask": 0.8213280141353607, "decode.d7.loss_dice": 1.044723743200302, "decode.d8.loss_cls": 0.7551367253065109, "decode.d8.loss_mask": 0.8297806024551392, "decode.d8.loss_dice": 1.0380893617868423, "time": 0.5546621084213257, "memory": 7305, "step": 31350}
{"lr": 8.215071170427894e-06, "data_time": 0.009008240699768067, "grad_norm": 89.55218200683593, "loss": 35.2524347782135, "decode.loss_cls": 1.027588227391243, "decode.loss_mask": 0.787287038564682, "decode.loss_dice": 1.4459746979176997, "decode.d0.loss_cls": 2.5769243359565737, "decode.d0.loss_mask": 0.8494352728128434, "decode.d0.loss_dice": 1.7050341919064522, "decode.d1.loss_cls": 1.1973487794399262, "decode.d1.loss_mask": 0.833757795393467, "decode.d1.loss_dice": 1.547272478789091, "decode.d2.loss_cls": 1.0982612416148185, "decode.d2.loss_mask": 0.8280000045895577, "decode.d2.loss_dice": 1.4865806065499783, "decode.d3.loss_cls": 1.08833467066288, "decode.d3.loss_mask": 0.8129234060645103, "decode.d3.loss_dice": 1.4356884315609932, "decode.d4.loss_cls": 1.0541302472352982, "decode.d4.loss_mask": 0.8079938352108001, "decode.d4.loss_dice": 1.419952456653118, "decode.d5.loss_cls": 1.072041204571724, "decode.d5.loss_mask": 0.817637936770916, "decode.d5.loss_dice": 1.485797743499279, "decode.d6.loss_cls": 1.0283044129610062, "decode.d6.loss_mask": 0.7998009368777275, "decode.d6.loss_dice": 1.449042947590351, "decode.d7.loss_cls": 1.049814549088478, "decode.d7.loss_mask": 0.789921535551548, "decode.d7.loss_dice": 1.4608106806874275, "decode.d8.loss_cls": 1.0540353685617447, "decode.d8.loss_mask": 0.7928861245512963, "decode.d8.loss_dice": 1.4498540207743644, "time": 0.5318894386291504, "memory": 7187, "step": 31400}
{"lr": 8.212196478435017e-06, "data_time": 0.0090667724609375, "grad_norm": 85.86698608398437, "loss": 29.73948230743408, "decode.loss_cls": 0.9445738732814789, "decode.loss_mask": 0.6769012123346329, "decode.loss_dice": 1.1300419867038727, "decode.d0.loss_cls": 2.332962250709534, "decode.d0.loss_mask": 0.7969306409358978, "decode.d0.loss_dice": 1.3870262682437897, "decode.d1.loss_cls": 1.0650674879550934, "decode.d1.loss_mask": 0.7698115825653076, "decode.d1.loss_dice": 1.251705253124237, "decode.d2.loss_cls": 1.0054807245731354, "decode.d2.loss_mask": 0.7260378032922745, "decode.d2.loss_dice": 1.2218876719474792, "decode.d3.loss_cls": 0.9321344494819641, "decode.d3.loss_mask": 0.6797922432422638, "decode.d3.loss_dice": 1.1638198971748352, "decode.d4.loss_cls": 0.8810560882091523, "decode.d4.loss_mask": 0.6813109308481217, "decode.d4.loss_dice": 1.156505537033081, "decode.d5.loss_cls": 0.9418940007686615, "decode.d5.loss_mask": 0.6548467516899109, "decode.d5.loss_dice": 1.1541915357112884, "decode.d6.loss_cls": 0.9324030935764313, "decode.d6.loss_mask": 0.6764954924583435, "decode.d6.loss_dice": 1.1312702655792237, "decode.d7.loss_cls": 0.9195977568626403, "decode.d7.loss_mask": 0.6825942605733871, "decode.d7.loss_dice": 1.1356220304965974, "decode.d8.loss_cls": 0.9184278726577759, "decode.d8.loss_mask": 0.659126341342926, "decode.d8.loss_dice": 1.1299677610397338, "time": 0.5317233324050903, "memory": 7215, "step": 31450}
{"lr": 8.209321674627751e-06, "data_time": 0.009152579307556152, "grad_norm": 95.60217208862305, "loss": 32.54140090942383, "decode.loss_cls": 0.9801305919885636, "decode.loss_mask": 0.814634257555008, "decode.loss_dice": 1.2457537055015564, "decode.d0.loss_cls": 2.4757460355758667, "decode.d0.loss_mask": 0.8857033252716064, "decode.d0.loss_dice": 1.3647175550460815, "decode.d1.loss_cls": 1.1591957211494446, "decode.d1.loss_mask": 0.898635995388031, "decode.d1.loss_dice": 1.2831049144268036, "decode.d2.loss_cls": 1.0336662232875824, "decode.d2.loss_mask": 0.9028432548046113, "decode.d2.loss_dice": 1.3211678266525269, "decode.d3.loss_cls": 0.994095754623413, "decode.d3.loss_mask": 0.8199282169342041, "decode.d3.loss_dice": 1.243255376815796, "decode.d4.loss_cls": 0.9819869279861451, "decode.d4.loss_mask": 0.8270833641290665, "decode.d4.loss_dice": 1.1965444356203079, "decode.d5.loss_cls": 1.009811931848526, "decode.d5.loss_mask": 0.8226360261440278, "decode.d5.loss_dice": 1.2114198446273803, "decode.d6.loss_cls": 1.0001685082912446, "decode.d6.loss_mask": 0.8352096319198609, "decode.d6.loss_dice": 1.2093069940805434, "decode.d7.loss_cls": 0.9814323544502258, "decode.d7.loss_mask": 0.8336880087852478, "decode.d7.loss_dice": 1.1808117777109146, "decode.d8.loss_cls": 0.9414662688970565, "decode.d8.loss_mask": 0.8452238231897354, "decode.d8.loss_dice": 1.2420335769653321, "time": 0.5310220718383789, "memory": 7197, "step": 31500}
{"lr": 8.206446758958239e-06, "data_time": 0.009108901023864746, "grad_norm": 91.91766929626465, "loss": 39.90480728149414, "decode.loss_cls": 1.187407198548317, "decode.loss_mask": 0.8125319749116897, "decode.loss_dice": 1.723051333427429, "decode.d0.loss_cls": 2.727800178527832, "decode.d0.loss_mask": 0.9558077305555344, "decode.d0.loss_dice": 2.040043604373932, "decode.d1.loss_cls": 1.3658448785543442, "decode.d1.loss_mask": 0.9052058666944504, "decode.d1.loss_dice": 1.8847068428993226, "decode.d2.loss_cls": 1.3454838126897812, "decode.d2.loss_mask": 0.8034634739160538, "decode.d2.loss_dice": 1.7646170139312745, "decode.d3.loss_cls": 1.2680334717035293, "decode.d3.loss_mask": 0.8138043642044067, "decode.d3.loss_dice": 1.7513389945030213, "decode.d4.loss_cls": 1.1525566294789313, "decode.d4.loss_mask": 0.8247276932001114, "decode.d4.loss_dice": 1.760621291399002, "decode.d5.loss_cls": 1.1655710861086845, "decode.d5.loss_mask": 0.8196132689714432, "decode.d5.loss_dice": 1.7625985980033874, "decode.d6.loss_cls": 1.1946435764431953, "decode.d6.loss_mask": 0.8261254400014877, "decode.d6.loss_dice": 1.7362797379493713, "decode.d7.loss_cls": 1.1464246332645416, "decode.d7.loss_mask": 0.8272630274295807, "decode.d7.loss_dice": 1.7153884053230286, "decode.d8.loss_cls": 1.0602077156305314, "decode.d8.loss_mask": 0.821021243929863, "decode.d8.loss_dice": 1.7426232397556305, "time": 0.5553538799285889, "memory": 7254, "step": 31550}
{"lr": 8.203571731378575e-06, "data_time": 0.00930318832397461, "grad_norm": 93.66683807373047, "loss": 33.73092842102051, "decode.loss_cls": 1.2797214776277541, "decode.loss_mask": 0.8137463703751564, "decode.loss_dice": 1.072322742640972, "decode.d0.loss_cls": 2.7764636158943174, "decode.d0.loss_mask": 0.9475828856229782, "decode.d0.loss_dice": 1.2793979346752167, "decode.d1.loss_cls": 1.3253627598285675, "decode.d1.loss_mask": 0.8850885391235351, "decode.d1.loss_dice": 1.2103752762079238, "decode.d2.loss_cls": 1.33720920085907, "decode.d2.loss_mask": 0.8389807671308518, "decode.d2.loss_dice": 1.117320281267166, "decode.d3.loss_cls": 1.2970240473747254, "decode.d3.loss_mask": 0.8403845250606536, "decode.d3.loss_dice": 1.1028666958212852, "decode.d4.loss_cls": 1.2497932523489, "decode.d4.loss_mask": 0.8240399628877639, "decode.d4.loss_dice": 1.0802767649292946, "decode.d5.loss_cls": 1.1410990864038468, "decode.d5.loss_mask": 0.8159048646688462, "decode.d5.loss_dice": 1.1033113032579422, "decode.d6.loss_cls": 1.2618864059448243, "decode.d6.loss_mask": 0.8148916229605675, "decode.d6.loss_dice": 1.1077809423208236, "decode.d7.loss_cls": 1.2041372954845428, "decode.d7.loss_mask": 0.811955077946186, "decode.d7.loss_dice": 1.1050476804375648, "decode.d8.loss_cls": 1.1874044716358185, "decode.d8.loss_mask": 0.8191325083374977, "decode.d8.loss_dice": 1.0804189249873162, "time": 0.5291137933731079, "memory": 7230, "step": 31600}
{"lr": 8.200696591840828e-06, "data_time": 0.009095716476440429, "grad_norm": 87.60486068725587, "loss": 33.4256893157959, "decode.loss_cls": 0.7998948767781258, "decode.loss_mask": 0.9172048956155777, "decode.loss_dice": 1.315650999546051, "decode.d0.loss_cls": 2.6063766360282896, "decode.d0.loss_mask": 0.9355048537254333, "decode.d0.loss_dice": 1.5481261253356933, "decode.d1.loss_cls": 0.9635015994310379, "decode.d1.loss_mask": 1.0147867232561112, "decode.d1.loss_dice": 1.545021837949753, "decode.d2.loss_cls": 0.8732521995902062, "decode.d2.loss_mask": 0.9075897395610809, "decode.d2.loss_dice": 1.4137057781219482, "decode.d3.loss_cls": 0.8704783961176872, "decode.d3.loss_mask": 0.9208762586116791, "decode.d3.loss_dice": 1.347025752067566, "decode.d4.loss_cls": 0.8778057798743248, "decode.d4.loss_mask": 0.8851916074752808, "decode.d4.loss_dice": 1.3782960414886474, "decode.d5.loss_cls": 0.8085584744811058, "decode.d5.loss_mask": 0.9240641981363297, "decode.d5.loss_dice": 1.381058895587921, "decode.d6.loss_cls": 0.7810427695512772, "decode.d6.loss_mask": 0.9491048365831375, "decode.d6.loss_dice": 1.3430882692337036, "decode.d7.loss_cls": 0.7765944883227348, "decode.d7.loss_mask": 0.9177471995353699, "decode.d7.loss_dice": 1.3525443494319915, "decode.d8.loss_cls": 0.8409022033214569, "decode.d8.loss_mask": 0.902470001578331, "decode.d8.loss_dice": 1.3282230615615844, "time": 0.532483983039856, "memory": 7223, "step": 31650}
{"lr": 8.197821340297013e-06, "data_time": 0.008938241004943847, "grad_norm": 81.03252983093262, "loss": 32.2218563079834, "decode.loss_cls": 0.8130908101797104, "decode.loss_mask": 0.8475114434957505, "decode.loss_dice": 1.3048897206783294, "decode.d0.loss_cls": 2.502088558673859, "decode.d0.loss_mask": 0.8849837213754654, "decode.d0.loss_dice": 1.4652529656887054, "decode.d1.loss_cls": 1.1223956286907195, "decode.d1.loss_mask": 0.8813578724861145, "decode.d1.loss_dice": 1.3864333152770996, "decode.d2.loss_cls": 0.9586164295673371, "decode.d2.loss_mask": 0.8114173650741577, "decode.d2.loss_dice": 1.3334576606750488, "decode.d3.loss_cls": 0.9072301805019378, "decode.d3.loss_mask": 0.8171290040016175, "decode.d3.loss_dice": 1.2880498230457307, "decode.d4.loss_cls": 0.9458238184452057, "decode.d4.loss_mask": 0.7960433721542358, "decode.d4.loss_dice": 1.2659265995025635, "decode.d5.loss_cls": 0.9073067158460617, "decode.d5.loss_mask": 0.8127563774585724, "decode.d5.loss_dice": 1.273273366689682, "decode.d6.loss_cls": 0.8523662179708481, "decode.d6.loss_mask": 0.8382605493068696, "decode.d6.loss_dice": 1.2828267097473145, "decode.d7.loss_cls": 0.8075047850608825, "decode.d7.loss_mask": 0.835703307390213, "decode.d7.loss_dice": 1.2952884316444397, "decode.d8.loss_cls": 0.8001728609204293, "decode.d8.loss_mask": 0.8611266374588012, "decode.d8.loss_dice": 1.3235707938671113, "time": 0.530738377571106, "memory": 7261, "step": 31700}
{"lr": 8.194945976699126e-06, "data_time": 0.009192490577697754, "grad_norm": 93.24932632446288, "loss": 31.708614540100097, "decode.loss_cls": 0.8128255009651184, "decode.loss_mask": 0.8980963617563248, "decode.loss_dice": 1.2086621165275573, "decode.d0.loss_cls": 2.242057502269745, "decode.d0.loss_mask": 0.9814115434885025, "decode.d0.loss_dice": 1.3893989980220796, "decode.d1.loss_cls": 1.063637699186802, "decode.d1.loss_mask": 0.9435853451490402, "decode.d1.loss_dice": 1.3218186616897583, "decode.d2.loss_cls": 0.9387166112661361, "decode.d2.loss_mask": 0.8718642115592956, "decode.d2.loss_dice": 1.226950854063034, "decode.d3.loss_cls": 0.8353973299264907, "decode.d3.loss_mask": 0.8741448670625687, "decode.d3.loss_dice": 1.1900736689567566, "decode.d4.loss_cls": 0.817398376017809, "decode.d4.loss_mask": 0.9160940706729889, "decode.d4.loss_dice": 1.2144435167312622, "decode.d5.loss_cls": 0.9138696230947971, "decode.d5.loss_mask": 0.9214200496673584, "decode.d5.loss_dice": 1.2239161908626557, "decode.d6.loss_cls": 0.8773527681827545, "decode.d6.loss_mask": 0.8907883167266846, "decode.d6.loss_dice": 1.2026071488857268, "decode.d7.loss_cls": 0.8209645926952363, "decode.d7.loss_mask": 0.9058333575725556, "decode.d7.loss_dice": 1.2106285333633422, "decode.d8.loss_cls": 0.8628605052828788, "decode.d8.loss_mask": 0.9045138388872147, "decode.d8.loss_dice": 1.2272828340530395, "time": 0.5622268199920655, "memory": 7212, "step": 31750}
{"lr": 8.192070500999096e-06, "data_time": 0.009005284309387207, "grad_norm": 89.50478057861328, "loss": 26.125166606903075, "decode.loss_cls": 0.7557227283716201, "decode.loss_mask": 0.7097298800945282, "decode.loss_dice": 0.8862502545118331, "decode.d0.loss_cls": 2.2347451031208037, "decode.d0.loss_mask": 0.8085096031427383, "decode.d0.loss_dice": 1.029725855588913, "decode.d1.loss_cls": 0.9619455434381962, "decode.d1.loss_mask": 0.7235306560993194, "decode.d1.loss_dice": 0.9701905876398087, "decode.d2.loss_cls": 0.8374938283115625, "decode.d2.loss_mask": 0.7097670644521713, "decode.d2.loss_dice": 0.9385256618261337, "decode.d3.loss_cls": 0.8358307458460331, "decode.d3.loss_mask": 0.7278537541627884, "decode.d3.loss_dice": 0.9442529946565628, "decode.d4.loss_cls": 0.7689991414546966, "decode.d4.loss_mask": 0.7426227897405624, "decode.d4.loss_dice": 0.9346341341733932, "decode.d5.loss_cls": 0.8011502616107464, "decode.d5.loss_mask": 0.7279767543077469, "decode.d5.loss_dice": 0.9025238990783692, "decode.d6.loss_cls": 0.7721858099102974, "decode.d6.loss_mask": 0.7371079862117768, "decode.d6.loss_dice": 0.9010707020759583, "decode.d7.loss_cls": 0.7340545646846295, "decode.d7.loss_mask": 0.7226476341485977, "decode.d7.loss_dice": 0.9010426312685013, "decode.d8.loss_cls": 0.7780717894434929, "decode.d8.loss_mask": 0.7214185148477554, "decode.d8.loss_dice": 0.9055860430002213, "time": 0.5578306198120118, "memory": 7189, "step": 31800}
{"lr": 8.189194913148844e-06, "data_time": 0.009111738204956055, "grad_norm": 84.14064331054688, "loss": 30.22762784957886, "decode.loss_cls": 0.7787468388676644, "decode.loss_mask": 0.8694993674755096, "decode.loss_dice": 1.1052742004394531, "decode.d0.loss_cls": 2.417343294620514, "decode.d0.loss_mask": 0.9428603649139404, "decode.d0.loss_dice": 1.3760345220565795, "decode.d1.loss_cls": 0.9886790364980698, "decode.d1.loss_mask": 0.8976869851350784, "decode.d1.loss_dice": 1.2355674773454666, "decode.d2.loss_cls": 0.8768312275409699, "decode.d2.loss_mask": 0.869389408826828, "decode.d2.loss_dice": 1.1525244921445847, "decode.d3.loss_cls": 0.8144525289535522, "decode.d3.loss_mask": 0.8403825014829636, "decode.d3.loss_dice": 1.120958063006401, "decode.d4.loss_cls": 0.8565397709608078, "decode.d4.loss_mask": 0.8491177260875702, "decode.d4.loss_dice": 1.1281250059604644, "decode.d5.loss_cls": 0.8398932904005051, "decode.d5.loss_mask": 0.8366690278053284, "decode.d5.loss_dice": 1.1390247404575349, "decode.d6.loss_cls": 0.8276421040296554, "decode.d6.loss_mask": 0.847321155667305, "decode.d6.loss_dice": 1.1243514478206635, "decode.d7.loss_cls": 0.7954013168811798, "decode.d7.loss_mask": 0.8247761487960815, "decode.d7.loss_dice": 1.1070278704166412, "decode.d8.loss_cls": 0.842316260933876, "decode.d8.loss_mask": 0.8412270307540893, "decode.d8.loss_dice": 1.0819642394781113, "time": 0.5288934469223022, "memory": 7282, "step": 31850}
{"lr": 8.186319213100227e-06, "data_time": 0.008980631828308105, "grad_norm": 84.10759506225585, "loss": 30.78902111053467, "decode.loss_cls": 1.003985932469368, "decode.loss_mask": 0.7012875333428383, "decode.loss_dice": 1.0598288625478745, "decode.d0.loss_cls": 2.5191385388374328, "decode.d0.loss_mask": 0.9467949956655503, "decode.d0.loss_dice": 1.3042843520641327, "decode.d1.loss_cls": 1.1228766202926637, "decode.d1.loss_mask": 0.7994096174836158, "decode.d1.loss_dice": 1.1706237256526948, "decode.d2.loss_cls": 1.131095725297928, "decode.d2.loss_mask": 0.7748403504490853, "decode.d2.loss_dice": 1.1374449402093887, "decode.d3.loss_cls": 1.1747071266174316, "decode.d3.loss_mask": 0.7369320899248123, "decode.d3.loss_dice": 1.0776670053601265, "decode.d4.loss_cls": 1.0601188659667968, "decode.d4.loss_mask": 0.7281217947602272, "decode.d4.loss_dice": 1.0764593124389648, "decode.d5.loss_cls": 1.0265294671058656, "decode.d5.loss_mask": 0.7525618746876717, "decode.d5.loss_dice": 1.052729716897011, "decode.d6.loss_cls": 1.0671448111534119, "decode.d6.loss_mask": 0.7304173991084099, "decode.d6.loss_dice": 1.0137146264314651, "decode.d7.loss_cls": 1.0095414251089097, "decode.d7.loss_mask": 0.7386653959751129, "decode.d7.loss_dice": 1.064450266957283, "decode.d8.loss_cls": 1.0597247064113617, "decode.d8.loss_mask": 0.7089518725872039, "decode.d8.loss_dice": 1.0389717102050782, "time": 0.5307193040847779, "memory": 7260, "step": 31900}
{"lr": 8.183443400805072e-06, "data_time": 0.009140324592590333, "grad_norm": 87.66010513305665, "loss": 28.410161304473878, "decode.loss_cls": 0.8748323440551757, "decode.loss_mask": 0.7970942705869675, "decode.loss_dice": 0.9376605898141861, "decode.d0.loss_cls": 2.4250669836997987, "decode.d0.loss_mask": 0.8324624300003052, "decode.d0.loss_dice": 1.115605002641678, "decode.d1.loss_cls": 0.9984342962503433, "decode.d1.loss_mask": 0.8496986404061317, "decode.d1.loss_dice": 1.0392682701349258, "decode.d2.loss_cls": 0.9396033376455307, "decode.d2.loss_mask": 0.8299181878566741, "decode.d2.loss_dice": 0.9849289029836654, "decode.d3.loss_cls": 0.8960099875926971, "decode.d3.loss_mask": 0.7939854383468627, "decode.d3.loss_dice": 0.954306173324585, "decode.d4.loss_cls": 0.8686869263648986, "decode.d4.loss_mask": 0.7886558219790458, "decode.d4.loss_dice": 0.9690481275320053, "decode.d5.loss_cls": 0.9073899060487747, "decode.d5.loss_mask": 0.7804634422063828, "decode.d5.loss_dice": 0.9483173727989197, "decode.d6.loss_cls": 0.8634895414113999, "decode.d6.loss_mask": 0.7993407100439072, "decode.d6.loss_dice": 0.9653483778238297, "decode.d7.loss_cls": 0.892506206035614, "decode.d7.loss_mask": 0.7977418839931488, "decode.d7.loss_dice": 0.9555602014064789, "decode.d8.loss_cls": 0.8374637216329575, "decode.d8.loss_mask": 0.817102524638176, "decode.d8.loss_dice": 0.9501715481281281, "time": 0.5305485010147095, "memory": 7262, "step": 31950}
{"lr": 8.180567476215171e-06, "data_time": 0.008994293212890626, "grad_norm": 76.9624008178711, "loss": 30.15721950531006, "decode.loss_cls": 0.6597912177443505, "decode.loss_mask": 0.8304937988519668, "decode.loss_dice": 1.2559790909290314, "decode.d0.loss_cls": 2.183694136142731, "decode.d0.loss_mask": 0.8467743754386902, "decode.d0.loss_dice": 1.408544111251831, "decode.d1.loss_cls": 0.8928468734025955, "decode.d1.loss_mask": 0.8775721341371536, "decode.d1.loss_dice": 1.428748995065689, "decode.d2.loss_cls": 0.7436712086200714, "decode.d2.loss_mask": 0.8598693788051606, "decode.d2.loss_dice": 1.32181516289711, "decode.d3.loss_cls": 0.7530623897910118, "decode.d3.loss_mask": 0.817811194062233, "decode.d3.loss_dice": 1.2728396475315094, "decode.d4.loss_cls": 0.7478032857179642, "decode.d4.loss_mask": 0.7793688267469406, "decode.d4.loss_dice": 1.2853280425071716, "decode.d5.loss_cls": 0.72969241887331, "decode.d5.loss_mask": 0.8048796713352203, "decode.d5.loss_dice": 1.2900643646717072, "decode.d6.loss_cls": 0.7736751556396484, "decode.d6.loss_mask": 0.7854471385478974, "decode.d6.loss_dice": 1.2446761190891267, "decode.d7.loss_cls": 0.7238456651568412, "decode.d7.loss_mask": 0.8052868157625198, "decode.d7.loss_dice": 1.2600132763385772, "decode.d8.loss_cls": 0.7105072319507599, "decode.d8.loss_mask": 0.7954090356826782, "decode.d8.loss_dice": 1.267709106206894, "time": 0.5306856155395507, "memory": 7209, "step": 32000}
{"lr": 8.177691439282266e-06, "data_time": 0.00922224521636963, "grad_norm": 90.07238540649413, "loss": 24.328203105926512, "decode.loss_cls": 0.7897628009319305, "decode.loss_mask": 0.6520698815584183, "decode.loss_dice": 0.750055855512619, "decode.d0.loss_cls": 2.0972386956214906, "decode.d0.loss_mask": 0.8112386763095856, "decode.d0.loss_dice": 0.9386521816253662, "decode.d1.loss_cls": 0.9502681896090508, "decode.d1.loss_mask": 0.7558693245053292, "decode.d1.loss_dice": 0.8287288814783096, "decode.d2.loss_cls": 0.816613121330738, "decode.d2.loss_mask": 0.7267834216356277, "decode.d2.loss_dice": 0.7938878476619721, "decode.d3.loss_cls": 0.7847031250596046, "decode.d3.loss_mask": 0.7128796309232712, "decode.d3.loss_dice": 0.7849538713693619, "decode.d4.loss_cls": 0.7254647210240364, "decode.d4.loss_mask": 0.735139274597168, "decode.d4.loss_dice": 0.7787040710449219, "decode.d5.loss_cls": 0.7398147314786911, "decode.d5.loss_mask": 0.7141988694667816, "decode.d5.loss_dice": 0.782961854338646, "decode.d6.loss_cls": 0.7564347878098487, "decode.d6.loss_mask": 0.696755337715149, "decode.d6.loss_dice": 0.771221125125885, "decode.d7.loss_cls": 0.7621207550168038, "decode.d7.loss_mask": 0.6893588185310364, "decode.d7.loss_dice": 0.774275279045105, "decode.d8.loss_cls": 0.7583692088723183, "decode.d8.loss_mask": 0.6571968361735344, "decode.d8.loss_dice": 0.7924819916486741, "time": 0.5286711692810059, "memory": 7188, "step": 32050}
{"lr": 8.174815289958073e-06, "data_time": 0.009147024154663086, "grad_norm": 88.99567794799805, "loss": 33.28872489929199, "decode.loss_cls": 1.0413008779287338, "decode.loss_mask": 0.7876878827810287, "decode.loss_dice": 1.2310421764850616, "decode.d0.loss_cls": 2.656840753555298, "decode.d0.loss_mask": 0.8036799371242523, "decode.d0.loss_dice": 1.4791297167539597, "decode.d1.loss_cls": 1.2720011174678802, "decode.d1.loss_mask": 0.8439136683940888, "decode.d1.loss_dice": 1.4403846830129623, "decode.d2.loss_cls": 1.0475023627281188, "decode.d2.loss_mask": 0.8322530180215836, "decode.d2.loss_dice": 1.328494769334793, "decode.d3.loss_cls": 1.0653871476650238, "decode.d3.loss_mask": 0.808741757273674, "decode.d3.loss_dice": 1.275935760140419, "decode.d4.loss_cls": 1.1080379962921143, "decode.d4.loss_mask": 0.7710675209760666, "decode.d4.loss_dice": 1.2159659311175346, "decode.d5.loss_cls": 1.0777507692575454, "decode.d5.loss_mask": 0.7824322044849396, "decode.d5.loss_dice": 1.2393315196037293, "decode.d6.loss_cls": 1.0711340814828874, "decode.d6.loss_mask": 0.7857919573783875, "decode.d6.loss_dice": 1.239409762620926, "decode.d7.loss_cls": 1.044543844461441, "decode.d7.loss_mask": 0.7704111561179161, "decode.d7.loss_dice": 1.2013103187084198, "decode.d8.loss_cls": 1.0316240161657333, "decode.d8.loss_mask": 0.7945650771260262, "decode.d8.loss_dice": 1.2410549610853194, "time": 0.5334432601928711, "memory": 7190, "step": 32100}
{"lr": 8.171939028194253e-06, "data_time": 0.009163904190063476, "grad_norm": 93.55751113891601, "loss": 26.482350444793703, "decode.loss_cls": 0.857578021287918, "decode.loss_mask": 0.7647481501102448, "decode.loss_dice": 0.8563765242695809, "decode.d0.loss_cls": 2.072493040561676, "decode.d0.loss_mask": 0.7772313505411148, "decode.d0.loss_dice": 1.0371682852506638, "decode.d1.loss_cls": 0.8011709228157997, "decode.d1.loss_mask": 0.764995950460434, "decode.d1.loss_dice": 0.9460743099451066, "decode.d2.loss_cls": 0.8896082788705826, "decode.d2.loss_mask": 0.7624482944607734, "decode.d2.loss_dice": 0.9159143179655075, "decode.d3.loss_cls": 0.8861738830804825, "decode.d3.loss_mask": 0.7626273691654205, "decode.d3.loss_dice": 0.8947060108184814, "decode.d4.loss_cls": 0.9203445345163346, "decode.d4.loss_mask": 0.7371138319373131, "decode.d4.loss_dice": 0.8758098289370537, "decode.d5.loss_cls": 0.902064660191536, "decode.d5.loss_mask": 0.7819902643561363, "decode.d5.loss_dice": 0.8628086030483246, "decode.d6.loss_cls": 0.8792980000376701, "decode.d6.loss_mask": 0.7556663528084755, "decode.d6.loss_dice": 0.8546672627329827, "decode.d7.loss_cls": 0.8705367326736451, "decode.d7.loss_mask": 0.7527235388755799, "decode.d7.loss_dice": 0.8610711872577668, "decode.d8.loss_cls": 0.81389230042696, "decode.d8.loss_mask": 0.7757972836494446, "decode.d8.loss_dice": 0.8492499768733979, "time": 0.5294996500015259, "memory": 7231, "step": 32150}
{"lr": 8.16906265394243e-06, "data_time": 0.0092254638671875, "grad_norm": 90.13425903320312, "loss": 29.536902904510498, "decode.loss_cls": 0.7934314414858818, "decode.loss_mask": 0.7148852288722992, "decode.loss_dice": 1.2232565447688102, "decode.d0.loss_cls": 2.037187027931213, "decode.d0.loss_mask": 0.7979954779148102, "decode.d0.loss_dice": 1.4595913276076318, "decode.d1.loss_cls": 0.9805594071745872, "decode.d1.loss_mask": 0.7257934346795082, "decode.d1.loss_dice": 1.3614869490265846, "decode.d2.loss_cls": 0.8872959822416305, "decode.d2.loss_mask": 0.690407146513462, "decode.d2.loss_dice": 1.266819056123495, "decode.d3.loss_cls": 0.8438565254211425, "decode.d3.loss_mask": 0.7150591358542442, "decode.d3.loss_dice": 1.2309469759464264, "decode.d4.loss_cls": 0.8134919852018356, "decode.d4.loss_mask": 0.7186332255601883, "decode.d4.loss_dice": 1.2339853443205357, "decode.d5.loss_cls": 0.8164742141962051, "decode.d5.loss_mask": 0.7260651797056198, "decode.d5.loss_dice": 1.2826966479420663, "decode.d6.loss_cls": 0.7991640731692314, "decode.d6.loss_mask": 0.7009821504354476, "decode.d6.loss_dice": 1.2294553153216838, "decode.d7.loss_cls": 0.7827930703759194, "decode.d7.loss_mask": 0.7080467253923416, "decode.d7.loss_dice": 1.2159515529870988, "decode.d8.loss_cls": 0.8122630849480629, "decode.d8.loss_mask": 0.7258562579751014, "decode.d8.loss_dice": 1.2424728393554687, "time": 0.5549328565597534, "memory": 7249, "step": 32200}
{"lr": 8.166186167154202e-06, "data_time": 0.009385776519775391, "grad_norm": 81.86271057128906, "loss": 25.457422614097595, "decode.loss_cls": 0.7897644720971584, "decode.loss_mask": 0.6272109389305115, "decode.loss_dice": 0.9432281047105789, "decode.d0.loss_cls": 1.8955592155456542, "decode.d0.loss_mask": 0.7282561555504798, "decode.d0.loss_dice": 1.1988235041499138, "decode.d1.loss_cls": 0.9474659688770771, "decode.d1.loss_mask": 0.6662769705057144, "decode.d1.loss_dice": 1.076280477643013, "decode.d2.loss_cls": 0.8237580098211765, "decode.d2.loss_mask": 0.6444642499089241, "decode.d2.loss_dice": 1.027924182265997, "decode.d3.loss_cls": 0.8336148507893085, "decode.d3.loss_mask": 0.6273118481040001, "decode.d3.loss_dice": 0.9644143268465996, "decode.d4.loss_cls": 0.7872283838689327, "decode.d4.loss_mask": 0.6147586986422539, "decode.d4.loss_dice": 0.9533437490463257, "decode.d5.loss_cls": 0.8046822257339954, "decode.d5.loss_mask": 0.5984521746635437, "decode.d5.loss_dice": 0.9643389113247395, "decode.d6.loss_cls": 0.7667023189365864, "decode.d6.loss_mask": 0.5994374692440033, "decode.d6.loss_dice": 0.9198827147483826, "decode.d7.loss_cls": 0.7638320185244083, "decode.d7.loss_mask": 0.6020872235298157, "decode.d7.loss_dice": 0.9639189377427101, "decode.d8.loss_cls": 0.7644826397299767, "decode.d8.loss_mask": 0.6101663470268249, "decode.d8.loss_dice": 0.9497557029128074, "time": 0.5297467708587646, "memory": 7264, "step": 32250}
{"lr": 8.163309567781113e-06, "data_time": 0.009119725227355957, "grad_norm": 82.74130210876464, "loss": 34.58205852508545, "decode.loss_cls": 1.0227464258670806, "decode.loss_mask": 0.9304897606372833, "decode.loss_dice": 1.2126164495944978, "decode.d0.loss_cls": 2.6488094449043276, "decode.d0.loss_mask": 1.0612583100795745, "decode.d0.loss_dice": 1.4808256566524505, "decode.d1.loss_cls": 1.2101041734218598, "decode.d1.loss_mask": 1.0165484070777893, "decode.d1.loss_dice": 1.3759145319461823, "decode.d2.loss_cls": 1.18316088616848, "decode.d2.loss_mask": 0.9652101874351502, "decode.d2.loss_dice": 1.2732180058956146, "decode.d3.loss_cls": 1.0683463215827942, "decode.d3.loss_mask": 0.940628319978714, "decode.d3.loss_dice": 1.2082973659038543, "decode.d4.loss_cls": 1.0485315024852753, "decode.d4.loss_mask": 0.9476182401180268, "decode.d4.loss_dice": 1.2148630559444427, "decode.d5.loss_cls": 1.0614902913570403, "decode.d5.loss_mask": 0.9552642226219177, "decode.d5.loss_dice": 1.206206250190735, "decode.d6.loss_cls": 1.0706823259592055, "decode.d6.loss_mask": 0.9291652560234069, "decode.d6.loss_dice": 1.1969750761985778, "decode.d7.loss_cls": 1.0168944358825684, "decode.d7.loss_mask": 0.9457655787467957, "decode.d7.loss_dice": 1.2070361733436585, "decode.d8.loss_cls": 1.0072306632995605, "decode.d8.loss_mask": 0.9486137807369233, "decode.d8.loss_dice": 1.2275476515293122, "time": 0.5569337606430054, "memory": 7219, "step": 32300}
{"lr": 8.160432855774685e-06, "data_time": 0.009065341949462891, "grad_norm": 94.98657684326172, "loss": 33.629001426696775, "decode.loss_cls": 1.253928616642952, "decode.loss_mask": 0.631490421295166, "decode.loss_dice": 1.2115343928337097, "decode.d0.loss_cls": 2.767355668544769, "decode.d0.loss_mask": 0.7510216236114502, "decode.d0.loss_dice": 1.5310216009616853, "decode.d1.loss_cls": 1.430033302307129, "decode.d1.loss_mask": 0.6753808915615082, "decode.d1.loss_dice": 1.4228135645389557, "decode.d2.loss_cls": 1.1861509829759598, "decode.d2.loss_mask": 0.6657419338822365, "decode.d2.loss_dice": 1.3115312933921814, "decode.d3.loss_cls": 1.1160472512245179, "decode.d3.loss_mask": 0.7039231032133102, "decode.d3.loss_dice": 1.3201626002788545, "decode.d4.loss_cls": 1.1281223505735398, "decode.d4.loss_mask": 0.6966243177652359, "decode.d4.loss_dice": 1.3001256883144379, "decode.d5.loss_cls": 1.1569372713565826, "decode.d5.loss_mask": 0.6684735357761383, "decode.d5.loss_dice": 1.307006412744522, "decode.d6.loss_cls": 1.1779069125652313, "decode.d6.loss_mask": 0.647174733877182, "decode.d6.loss_dice": 1.2784520924091338, "decode.d7.loss_cls": 1.2353404253721236, "decode.d7.loss_mask": 0.6562210321426392, "decode.d7.loss_dice": 1.2788061261177064, "decode.d8.loss_cls": 1.2125281631946563, "decode.d8.loss_mask": 0.6443059116601944, "decode.d8.loss_dice": 1.2628382682800292, "time": 0.581390118598938, "memory": 7242, "step": 32350}
{"lr": 8.157556031086364e-06, "data_time": 0.009122633934020996, "grad_norm": 87.11517105102538, "loss": 28.09495210647583, "decode.loss_cls": 0.7728561997413635, "decode.loss_mask": 0.7258731603622437, "decode.loss_dice": 1.0444402635097503, "decode.d0.loss_cls": 2.334611177444458, "decode.d0.loss_mask": 0.8698308199644089, "decode.d0.loss_dice": 1.2350753545761108, "decode.d1.loss_cls": 0.9786507189273834, "decode.d1.loss_mask": 0.8095318585634231, "decode.d1.loss_dice": 1.128604854643345, "decode.d2.loss_cls": 0.8920816421508789, "decode.d2.loss_mask": 0.7775005459785461, "decode.d2.loss_dice": 1.1195422172546388, "decode.d3.loss_cls": 0.835183960199356, "decode.d3.loss_mask": 0.7626989886164666, "decode.d3.loss_dice": 1.0749892890453339, "decode.d4.loss_cls": 0.7814271628856659, "decode.d4.loss_mask": 0.762971031665802, "decode.d4.loss_dice": 1.0711670815944672, "decode.d5.loss_cls": 0.7707031607627869, "decode.d5.loss_mask": 0.7428421944379806, "decode.d5.loss_dice": 1.0881768986582756, "decode.d6.loss_cls": 0.7382843315601348, "decode.d6.loss_mask": 0.7284265995025635, "decode.d6.loss_dice": 1.0367378756403922, "decode.d7.loss_cls": 0.7083578184247017, "decode.d7.loss_mask": 0.7273676216602325, "decode.d7.loss_dice": 1.0560645490884781, "decode.d8.loss_cls": 0.7130994617938995, "decode.d8.loss_mask": 0.7484926536679268, "decode.d8.loss_dice": 1.0593614175915718, "time": 0.5325764894485474, "memory": 7220, "step": 32400}
{"lr": 8.154679093667594e-06, "data_time": 0.00922091007232666, "grad_norm": 87.28202667236329, "loss": 28.00893144607544, "decode.loss_cls": 0.867538432776928, "decode.loss_mask": 0.6959638595581055, "decode.loss_dice": 1.0226062029600143, "decode.d0.loss_cls": 2.3811964988708496, "decode.d0.loss_mask": 0.8261209428310394, "decode.d0.loss_dice": 1.2091380834579468, "decode.d1.loss_cls": 1.104159265756607, "decode.d1.loss_mask": 0.7324923574924469, "decode.d1.loss_dice": 1.0960436642169953, "decode.d2.loss_cls": 0.9509877800941468, "decode.d2.loss_mask": 0.7163696974515915, "decode.d2.loss_dice": 1.046774011850357, "decode.d3.loss_cls": 0.8599285498261452, "decode.d3.loss_mask": 0.6939196497201919, "decode.d3.loss_dice": 0.9859398663043976, "decode.d4.loss_cls": 0.8718980565667153, "decode.d4.loss_mask": 0.7037241995334625, "decode.d4.loss_dice": 0.9865524888038635, "decode.d5.loss_cls": 0.8792472407221794, "decode.d5.loss_mask": 0.7056311517953873, "decode.d5.loss_dice": 1.0237070322036743, "decode.d6.loss_cls": 0.8526462122797966, "decode.d6.loss_mask": 0.7010786443948746, "decode.d6.loss_dice": 0.9908295810222626, "decode.d7.loss_cls": 0.8301956266164779, "decode.d7.loss_mask": 0.6958431869745254, "decode.d7.loss_dice": 1.0111213147640228, "decode.d8.loss_cls": 0.8435930326581002, "decode.d8.loss_mask": 0.705036073923111, "decode.d8.loss_dice": 1.0186494648456574, "time": 0.5307490110397339, "memory": 7215, "step": 32450}
{"lr": 8.15180204346976e-06, "data_time": 0.009161114692687988, "grad_norm": 92.42609481811523, "loss": 36.00029077529907, "decode.loss_cls": 1.0205764591693878, "decode.loss_mask": 0.9423509448766708, "decode.loss_dice": 1.4058245182037354, "decode.d0.loss_cls": 2.4383947253227234, "decode.d0.loss_mask": 0.9248059689998627, "decode.d0.loss_dice": 1.636404499411583, "decode.d1.loss_cls": 1.17630173265934, "decode.d1.loss_mask": 0.9202864110469818, "decode.d1.loss_dice": 1.5468174815177917, "decode.d2.loss_cls": 1.0732644200325012, "decode.d2.loss_mask": 0.9367873221635818, "decode.d2.loss_dice": 1.4989254534244538, "decode.d3.loss_cls": 1.0498013883829116, "decode.d3.loss_mask": 0.9396831035614014, "decode.d3.loss_dice": 1.4423311054706573, "decode.d4.loss_cls": 1.035440269112587, "decode.d4.loss_mask": 0.9416567742824554, "decode.d4.loss_dice": 1.4556608498096466, "decode.d5.loss_cls": 1.046515953540802, "decode.d5.loss_mask": 0.9388147294521332, "decode.d5.loss_dice": 1.42995228767395, "decode.d6.loss_cls": 1.0187300086021422, "decode.d6.loss_mask": 0.9387394726276398, "decode.d6.loss_dice": 1.4299912214279176, "decode.d7.loss_cls": 0.9823082208633422, "decode.d7.loss_mask": 0.9623961359262466, "decode.d7.loss_dice": 1.4245632648468018, "decode.d8.loss_cls": 1.0564519792795182, "decode.d8.loss_mask": 0.9480147421360016, "decode.d8.loss_dice": 1.4385009855031967, "time": 0.5330839633941651, "memory": 7224, "step": 32500}
{"lr": 8.148924880444204e-06, "data_time": 0.008940792083740235, "grad_norm": 83.49445953369141, "loss": 24.630456924438477, "decode.loss_cls": 0.5602619826793671, "decode.loss_mask": 0.715173003077507, "decode.loss_dice": 0.9062801718711853, "decode.d0.loss_cls": 2.166500747203827, "decode.d0.loss_mask": 0.7855339542031288, "decode.d0.loss_dice": 1.0775739580392838, "decode.d1.loss_cls": 0.7913061738014221, "decode.d1.loss_mask": 0.7640639185905457, "decode.d1.loss_dice": 0.9998128354549408, "decode.d2.loss_cls": 0.762860769033432, "decode.d2.loss_mask": 0.7371514350175857, "decode.d2.loss_dice": 0.9671470522880554, "decode.d3.loss_cls": 0.6624935373663903, "decode.d3.loss_mask": 0.6919769555330276, "decode.d3.loss_dice": 0.9013641566038132, "decode.d4.loss_cls": 0.6460414007306099, "decode.d4.loss_mask": 0.6893131494522095, "decode.d4.loss_dice": 0.9005450636148453, "decode.d5.loss_cls": 0.6264010757207871, "decode.d5.loss_mask": 0.6857298642396927, "decode.d5.loss_dice": 0.892538332939148, "decode.d6.loss_cls": 0.6694911062717438, "decode.d6.loss_mask": 0.6712837725877762, "decode.d6.loss_dice": 0.9006028205156327, "decode.d7.loss_cls": 0.637155419588089, "decode.d7.loss_mask": 0.6812405198812485, "decode.d7.loss_dice": 0.8970891386270523, "decode.d8.loss_cls": 0.6051559671759605, "decode.d8.loss_mask": 0.7211466804146767, "decode.d8.loss_dice": 0.9172222942113877, "time": 0.5323830366134643, "memory": 7194, "step": 32550}
{"lr": 8.146047604542248e-06, "data_time": 0.008867120742797852, "grad_norm": 94.72311477661133, "loss": 35.504645347595215, "decode.loss_cls": 0.9421534031629563, "decode.loss_mask": 0.9424878537654877, "decode.loss_dice": 1.3818157136440277, "decode.d0.loss_cls": 2.6634588956832888, "decode.d0.loss_mask": 0.9931166470050812, "decode.d0.loss_dice": 1.5580722093582153, "decode.d1.loss_cls": 1.194749227166176, "decode.d1.loss_mask": 0.9240554332733154, "decode.d1.loss_dice": 1.4303799480199815, "decode.d2.loss_cls": 1.099112442135811, "decode.d2.loss_mask": 0.9482547551393509, "decode.d2.loss_dice": 1.4075436621904374, "decode.d3.loss_cls": 0.9917370826005936, "decode.d3.loss_mask": 0.9517815321683883, "decode.d3.loss_dice": 1.3752298921346664, "decode.d4.loss_cls": 0.982879750430584, "decode.d4.loss_mask": 0.9637918591499328, "decode.d4.loss_dice": 1.415632951259613, "decode.d5.loss_cls": 1.011210109293461, "decode.d5.loss_mask": 0.9330231636762619, "decode.d5.loss_dice": 1.3854270085692406, "decode.d6.loss_cls": 0.999224005639553, "decode.d6.loss_mask": 0.9539021968841552, "decode.d6.loss_dice": 1.365720298886299, "decode.d7.loss_cls": 0.9653167992830276, "decode.d7.loss_mask": 0.9665287792682647, "decode.d7.loss_dice": 1.3895516395568848, "decode.d8.loss_cls": 0.9877834707498551, "decode.d8.loss_mask": 0.9583938598632813, "decode.d8.loss_dice": 1.4223118156194687, "time": 0.5336382627487183, "memory": 7233, "step": 32600}
{"lr": 8.143170215715168e-06, "data_time": 0.00898604393005371, "grad_norm": 81.51291618347167, "loss": 29.787263488769533, "decode.loss_cls": 0.8603054642677307, "decode.loss_mask": 0.8132376492023468, "decode.loss_dice": 1.12529157102108, "decode.d0.loss_cls": 2.3221925854682923, "decode.d0.loss_mask": 0.8565992534160614, "decode.d0.loss_dice": 1.2156946688890458, "decode.d1.loss_cls": 0.9309555798768997, "decode.d1.loss_mask": 0.8597750127315521, "decode.d1.loss_dice": 1.1788632690906524, "decode.d2.loss_cls": 0.8603455290198326, "decode.d2.loss_mask": 0.8451477646827698, "decode.d2.loss_dice": 1.142669254541397, "decode.d3.loss_cls": 0.9083363831043243, "decode.d3.loss_mask": 0.8234867304563522, "decode.d3.loss_dice": 1.1112713128328324, "decode.d4.loss_cls": 0.8526210501790047, "decode.d4.loss_mask": 0.823885840177536, "decode.d4.loss_dice": 1.1283318251371384, "decode.d5.loss_cls": 0.8491866633296012, "decode.d5.loss_mask": 0.8123893082141876, "decode.d5.loss_dice": 1.0977332592010498, "decode.d6.loss_cls": 0.8695895835757256, "decode.d6.loss_mask": 0.8268918573856354, "decode.d6.loss_dice": 1.1080203354358673, "decode.d7.loss_cls": 0.8237981826066971, "decode.d7.loss_mask": 0.8123788177967072, "decode.d7.loss_dice": 1.1215008020401, "decode.d8.loss_cls": 0.8638372659683228, "decode.d8.loss_mask": 0.8173537939786911, "decode.d8.loss_dice": 1.125572782754898, "time": 0.534279465675354, "memory": 7284, "step": 32650}
{"lr": 8.140292713914176e-06, "data_time": 0.008923482894897462, "grad_norm": 89.18340454101562, "loss": 31.562712287902833, "decode.loss_cls": 1.0681320786476136, "decode.loss_mask": 0.7757273495197297, "decode.loss_dice": 1.0850419282913208, "decode.d0.loss_cls": 2.437470269203186, "decode.d0.loss_mask": 0.817062470316887, "decode.d0.loss_dice": 1.1985896468162536, "decode.d1.loss_cls": 1.2015791475772857, "decode.d1.loss_mask": 0.8048086792230607, "decode.d1.loss_dice": 1.1668362140655517, "decode.d2.loss_cls": 1.2241384267807007, "decode.d2.loss_mask": 0.7906748712062835, "decode.d2.loss_dice": 1.0894704103469848, "decode.d3.loss_cls": 1.1336773991584779, "decode.d3.loss_mask": 0.7865815937519074, "decode.d3.loss_dice": 1.0798389822244645, "decode.d4.loss_cls": 1.1688412487506867, "decode.d4.loss_mask": 0.7962413787841797, "decode.d4.loss_dice": 1.0795711368322372, "decode.d5.loss_cls": 1.1291678845882416, "decode.d5.loss_mask": 0.7957570850849152, "decode.d5.loss_dice": 1.0627465337514876, "decode.d6.loss_cls": 1.0836752653121948, "decode.d6.loss_mask": 0.7853297680616379, "decode.d6.loss_dice": 1.0794501960277558, "decode.d7.loss_cls": 1.0819503843784333, "decode.d7.loss_mask": 0.7917507737874985, "decode.d7.loss_dice": 1.0915686786174774, "decode.d8.loss_cls": 1.0859613835811615, "decode.d8.loss_mask": 0.791596594452858, "decode.d8.loss_dice": 1.0794744044542313, "time": 0.5323540210723877, "memory": 7218, "step": 32700}
{"lr": 8.13741509909046e-06, "data_time": 0.009233212471008301, "grad_norm": 85.6127799987793, "loss": 22.929504299163817, "decode.loss_cls": 0.6318325787782669, "decode.loss_mask": 0.6446002453565598, "decode.loss_dice": 0.8231398358941078, "decode.d0.loss_cls": 2.1478073596954346, "decode.d0.loss_mask": 0.7911569356918335, "decode.d0.loss_dice": 1.0118884205818177, "decode.d1.loss_cls": 0.7347990289330483, "decode.d1.loss_mask": 0.7074485570192337, "decode.d1.loss_dice": 0.8939576804637909, "decode.d2.loss_cls": 0.6645362839102745, "decode.d2.loss_mask": 0.6568493664264679, "decode.d2.loss_dice": 0.8628898456692695, "decode.d3.loss_cls": 0.6527577057480812, "decode.d3.loss_mask": 0.6156607806682587, "decode.d3.loss_dice": 0.8124936863780021, "decode.d4.loss_cls": 0.6248856201767922, "decode.d4.loss_mask": 0.626371830701828, "decode.d4.loss_dice": 0.8048786088824272, "decode.d5.loss_cls": 0.6089111149311066, "decode.d5.loss_mask": 0.6251720219850541, "decode.d5.loss_dice": 0.8102434068918228, "decode.d6.loss_cls": 0.5762732654809952, "decode.d6.loss_mask": 0.6368591547012329, "decode.d6.loss_dice": 0.8224345624446869, "decode.d7.loss_cls": 0.5839537516236305, "decode.d7.loss_mask": 0.6398211359977722, "decode.d7.loss_dice": 0.831861001253128, "decode.d8.loss_cls": 0.628556726872921, "decode.d8.loss_mask": 0.6304313004016876, "decode.d8.loss_dice": 0.8270316928625107, "time": 0.5839439630508423, "memory": 7212, "step": 32750}
{"lr": 8.134537371195185e-06, "data_time": 0.009087777137756348, "grad_norm": 81.09336051940917, "loss": 28.276546573638917, "decode.loss_cls": 0.9789696872234345, "decode.loss_mask": 0.6747902899980545, "decode.loss_dice": 0.9652777135372161, "decode.d0.loss_cls": 2.3038928389549254, "decode.d0.loss_mask": 0.7352714568376542, "decode.d0.loss_dice": 1.169773778319359, "decode.d1.loss_cls": 0.9615952581167221, "decode.d1.loss_mask": 0.7341569811105728, "decode.d1.loss_dice": 1.0895142793655395, "decode.d2.loss_cls": 1.0067160964012145, "decode.d2.loss_mask": 0.7195785224437714, "decode.d2.loss_dice": 1.0567130535840987, "decode.d3.loss_cls": 1.0151988685131073, "decode.d3.loss_mask": 0.6624796599149704, "decode.d3.loss_dice": 0.9919159501791001, "decode.d4.loss_cls": 0.9631616979837417, "decode.d4.loss_mask": 0.6886247843503952, "decode.d4.loss_dice": 1.01068434715271, "decode.d5.loss_cls": 0.9536120533943176, "decode.d5.loss_mask": 0.6900504291057586, "decode.d5.loss_dice": 1.0005202800035478, "decode.d6.loss_cls": 0.9867137283086777, "decode.d6.loss_mask": 0.6829953461885452, "decode.d6.loss_dice": 0.9851860165596008, "decode.d7.loss_cls": 0.9726038426160812, "decode.d7.loss_mask": 0.6705567955970764, "decode.d7.loss_dice": 0.9760749965906144, "decode.d8.loss_cls": 0.9575629442930221, "decode.d8.loss_mask": 0.6893855035305023, "decode.d8.loss_dice": 0.9829703569412231, "time": 0.5334195137023926, "memory": 7287, "step": 32800}
{"lr": 8.131659530179446e-06, "data_time": 0.00899193286895752, "grad_norm": 83.029740524292, "loss": 30.21979570388794, "decode.loss_cls": 0.6822695404291153, "decode.loss_mask": 0.8990814864635468, "decode.loss_dice": 1.1667608797550202, "decode.d0.loss_cls": 2.324859631061554, "decode.d0.loss_mask": 0.9283283054828644, "decode.d0.loss_dice": 1.2841312527656554, "decode.d1.loss_cls": 0.9955151319503784, "decode.d1.loss_mask": 0.9096499174833298, "decode.d1.loss_dice": 1.21869558095932, "decode.d2.loss_cls": 0.7725279867649079, "decode.d2.loss_mask": 0.921090367436409, "decode.d2.loss_dice": 1.1801610469818116, "decode.d3.loss_cls": 0.7238545149564743, "decode.d3.loss_mask": 0.9497081726789475, "decode.d3.loss_dice": 1.1855899959802627, "decode.d4.loss_cls": 0.7304183423519135, "decode.d4.loss_mask": 0.9313150614500045, "decode.d4.loss_dice": 1.1838413640856742, "decode.d5.loss_cls": 0.6658120185136795, "decode.d5.loss_mask": 0.903343778848648, "decode.d5.loss_dice": 1.2075207442045213, "decode.d6.loss_cls": 0.7490273833274841, "decode.d6.loss_mask": 0.9181342363357544, "decode.d6.loss_dice": 1.1953178480267526, "decode.d7.loss_cls": 0.6755651324987412, "decode.d7.loss_mask": 0.9439050763845444, "decode.d7.loss_dice": 1.1807783126831055, "decode.d8.loss_cls": 0.6840103358030319, "decode.d8.loss_mask": 0.9214739680290223, "decode.d8.loss_dice": 1.1871079578995705, "time": 0.5323001861572265, "memory": 7297, "step": 32850}
{"lr": 8.128781575994314e-06, "data_time": 0.009356141090393066, "grad_norm": 85.99891510009766, "loss": 29.286100769042967, "decode.loss_cls": 0.6142218008637428, "decode.loss_mask": 0.8597771048545837, "decode.loss_dice": 1.1697925329208374, "decode.d0.loss_cls": 2.2199450731277466, "decode.d0.loss_mask": 0.9729824066162109, "decode.d0.loss_dice": 1.4381785988807678, "decode.d1.loss_cls": 0.87071573138237, "decode.d1.loss_mask": 0.8726717233657837, "decode.d1.loss_dice": 1.3119456470012665, "decode.d2.loss_cls": 0.7601174771785736, "decode.d2.loss_mask": 0.908653050661087, "decode.d2.loss_dice": 1.2197767794132233, "decode.d3.loss_cls": 0.6838594973087311, "decode.d3.loss_mask": 0.8807065665721894, "decode.d3.loss_dice": 1.161258089542389, "decode.d4.loss_cls": 0.6399605631828308, "decode.d4.loss_mask": 0.8571884334087372, "decode.d4.loss_dice": 1.173208338022232, "decode.d5.loss_cls": 0.6846958607435226, "decode.d5.loss_mask": 0.860261332988739, "decode.d5.loss_dice": 1.1660928010940552, "decode.d6.loss_cls": 0.6596552312374115, "decode.d6.loss_mask": 0.8595737934112548, "decode.d6.loss_dice": 1.1636827886104584, "decode.d7.loss_cls": 0.615652659535408, "decode.d7.loss_mask": 0.8529825538396836, "decode.d7.loss_dice": 1.148940920829773, "decode.d8.loss_cls": 0.6408585906028748, "decode.d8.loss_mask": 0.8548832416534424, "decode.d8.loss_dice": 1.1638621866703034, "time": 0.5839691162109375, "memory": 7297, "step": 32900}
{"lr": 8.125903508590816e-06, "data_time": 0.009358859062194825, "grad_norm": 83.78543739318847, "loss": 33.4860013961792, "decode.loss_cls": 0.9502725601196289, "decode.loss_mask": 0.8530037760734558, "decode.loss_dice": 1.2598885953426362, "decode.d0.loss_cls": 2.4543633818626405, "decode.d0.loss_mask": 0.9698367476463318, "decode.d0.loss_dice": 1.416836678981781, "decode.d1.loss_cls": 1.1657256335020065, "decode.d1.loss_mask": 0.9150470554828644, "decode.d1.loss_dice": 1.3600152432918549, "decode.d2.loss_cls": 1.023076130449772, "decode.d2.loss_mask": 0.8862000226974487, "decode.d2.loss_dice": 1.2612859010696411, "decode.d3.loss_cls": 1.0470703452825547, "decode.d3.loss_mask": 0.8677726984024048, "decode.d3.loss_dice": 1.2968776881694795, "decode.d4.loss_cls": 0.9881995677947998, "decode.d4.loss_mask": 0.8803010046482086, "decode.d4.loss_dice": 1.2917075335979462, "decode.d5.loss_cls": 0.9661827430129051, "decode.d5.loss_mask": 0.8629184842109681, "decode.d5.loss_dice": 1.3063158512115478, "decode.d6.loss_cls": 1.0553919851779938, "decode.d6.loss_mask": 0.8669177174568177, "decode.d6.loss_dice": 1.2516019761562347, "decode.d7.loss_cls": 0.9903057724237442, "decode.d7.loss_mask": 0.8706769585609436, "decode.d7.loss_dice": 1.2664791166782379, "decode.d8.loss_cls": 1.0395705357193947, "decode.d8.loss_mask": 0.8567724704742432, "decode.d8.loss_dice": 1.2653880834579467, "time": 0.529750919342041, "memory": 7178, "step": 32950}
{"lr": 8.123025327919934e-06, "data_time": 0.009053707122802734, "grad_norm": 92.54261627197266, "loss": 35.62461614608765, "decode.loss_cls": 1.0504608571529388, "decode.loss_mask": 0.7660895347595215, "decode.loss_dice": 1.4449060052633285, "decode.d0.loss_cls": 2.6086176514625548, "decode.d0.loss_mask": 0.8552409768104553, "decode.d0.loss_dice": 1.752746969461441, "decode.d1.loss_cls": 1.2764993131160736, "decode.d1.loss_mask": 0.8090532094240188, "decode.d1.loss_dice": 1.5119793117046356, "decode.d2.loss_cls": 1.214434379339218, "decode.d2.loss_mask": 0.7982623338699341, "decode.d2.loss_dice": 1.4922246992588044, "decode.d3.loss_cls": 1.2084116518497467, "decode.d3.loss_mask": 0.785800102353096, "decode.d3.loss_dice": 1.4481504172086717, "decode.d4.loss_cls": 1.173548287153244, "decode.d4.loss_mask": 0.7471318423748017, "decode.d4.loss_dice": 1.4299180641770364, "decode.d5.loss_cls": 1.126358586549759, "decode.d5.loss_mask": 0.78752601146698, "decode.d5.loss_dice": 1.4734927847981454, "decode.d6.loss_cls": 1.122538334131241, "decode.d6.loss_mask": 0.7696078211069107, "decode.d6.loss_dice": 1.4277569115161897, "decode.d7.loss_cls": 1.0934460937976838, "decode.d7.loss_mask": 0.7436363726854325, "decode.d7.loss_dice": 1.4057685106992721, "decode.d8.loss_cls": 1.1310237646102905, "decode.d8.loss_mask": 0.7482659310102463, "decode.d8.loss_dice": 1.4217198684811592, "time": 0.5344364881515503, "memory": 7283, "step": 33000}
{"lr": 8.120147033932622e-06, "data_time": 0.00906991958618164, "grad_norm": 88.6653823852539, "loss": 26.65822410583496, "decode.loss_cls": 0.7906530767679214, "decode.loss_mask": 0.6347026772797107, "decode.loss_dice": 0.9662425994873047, "decode.d0.loss_cls": 2.145148420333862, "decode.d0.loss_mask": 0.725138458609581, "decode.d0.loss_dice": 1.1815844178199768, "decode.d1.loss_cls": 0.9783209383487701, "decode.d1.loss_mask": 0.6744294114410877, "decode.d1.loss_dice": 1.0667651116847991, "decode.d2.loss_cls": 0.9185072034597397, "decode.d2.loss_mask": 0.6708506979048252, "decode.d2.loss_dice": 1.0297101318836213, "decode.d3.loss_cls": 0.9399481683969497, "decode.d3.loss_mask": 0.6327310696244239, "decode.d3.loss_dice": 0.953628408908844, "decode.d4.loss_cls": 0.8943971037864685, "decode.d4.loss_mask": 0.6320641294121743, "decode.d4.loss_dice": 0.9510131180286407, "decode.d5.loss_cls": 0.9192180305719375, "decode.d5.loss_mask": 0.641690193861723, "decode.d5.loss_dice": 0.964274388551712, "decode.d6.loss_cls": 0.8837047129869461, "decode.d6.loss_mask": 0.617286217212677, "decode.d6.loss_dice": 0.9420408546924591, "decode.d7.loss_cls": 0.913728192448616, "decode.d7.loss_mask": 0.6363620206713676, "decode.d7.loss_dice": 0.9605639815330506, "decode.d8.loss_cls": 0.8149592190980911, "decode.d8.loss_mask": 0.6415781386196613, "decode.d8.loss_dice": 0.9369832336902618, "time": 0.5558073997497559, "memory": 7252, "step": 33050}
{"lr": 8.117268626579778e-06, "data_time": 0.00891265869140625, "grad_norm": 104.23510665893555, "loss": 27.389165210723878, "decode.loss_cls": 0.7152771025896072, "decode.loss_mask": 0.7276227563619614, "decode.loss_dice": 1.0547702699899673, "decode.d0.loss_cls": 2.0462064385414123, "decode.d0.loss_mask": 0.942568016052246, "decode.d0.loss_dice": 1.2709811255335808, "decode.d1.loss_cls": 0.8552314683794975, "decode.d1.loss_mask": 0.8368841901421546, "decode.d1.loss_dice": 1.1288292407989502, "decode.d2.loss_cls": 0.7756704375147819, "decode.d2.loss_mask": 0.7806367814540863, "decode.d2.loss_dice": 1.07249845713377, "decode.d3.loss_cls": 0.6882299855351448, "decode.d3.loss_mask": 0.7972500890493393, "decode.d3.loss_dice": 1.0780625104904176, "decode.d4.loss_cls": 0.670223806798458, "decode.d4.loss_mask": 0.8041321396827698, "decode.d4.loss_dice": 1.078066609799862, "decode.d5.loss_cls": 0.7417876198887825, "decode.d5.loss_mask": 0.7477619126439095, "decode.d5.loss_dice": 1.0424864754080772, "decode.d6.loss_cls": 0.6887209787964821, "decode.d6.loss_mask": 0.7634779259562492, "decode.d6.loss_dice": 1.0567822009325027, "decode.d7.loss_cls": 0.6740676105022431, "decode.d7.loss_mask": 0.7608183443546295, "decode.d7.loss_dice": 1.0660499930381775, "decode.d8.loss_cls": 0.6965596385300159, "decode.d8.loss_mask": 0.7662501454353332, "decode.d8.loss_dice": 1.0612606465816499, "time": 0.5320381879806518, "memory": 7204, "step": 33100}
{"lr": 8.114390105812276e-06, "data_time": 0.009076762199401855, "grad_norm": 102.55431671142578, "loss": 23.72955141067505, "decode.loss_cls": 0.5835870496928692, "decode.loss_mask": 0.7060059398412705, "decode.loss_dice": 0.8181881129741668, "decode.d0.loss_cls": 2.2177716493606567, "decode.d0.loss_mask": 0.7369659692049026, "decode.d0.loss_dice": 0.9955587327480316, "decode.d1.loss_cls": 0.7951712802052497, "decode.d1.loss_mask": 0.6998574942350387, "decode.d1.loss_dice": 0.8767941534519196, "decode.d2.loss_cls": 0.698301374167204, "decode.d2.loss_mask": 0.6921527177095413, "decode.d2.loss_dice": 0.8572081953287125, "decode.d3.loss_cls": 0.7111031010746955, "decode.d3.loss_mask": 0.7041808545589447, "decode.d3.loss_dice": 0.8317641109228134, "decode.d4.loss_cls": 0.6610218562185765, "decode.d4.loss_mask": 0.7083597600460052, "decode.d4.loss_dice": 0.848175460100174, "decode.d5.loss_cls": 0.6268938317894935, "decode.d5.loss_mask": 0.7104081064462662, "decode.d5.loss_dice": 0.8464417576789856, "decode.d6.loss_cls": 0.6215751089155674, "decode.d6.loss_mask": 0.7107322961091995, "decode.d6.loss_dice": 0.8256521821022034, "decode.d7.loss_cls": 0.6030802741646767, "decode.d7.loss_mask": 0.7158120661973953, "decode.d7.loss_dice": 0.8183566123247147, "decode.d8.loss_cls": 0.5916682727634907, "decode.d8.loss_mask": 0.6909661918878556, "decode.d8.loss_dice": 0.8257968991994857, "time": 0.5302839040756225, "memory": 7237, "step": 33150}
{"lr": 8.111511471580937e-06, "data_time": 0.009098410606384277, "grad_norm": 90.2549892425537, "loss": 25.914523220062257, "decode.loss_cls": 0.7988376945257187, "decode.loss_mask": 0.5698719546198845, "decode.loss_dice": 0.939743983745575, "decode.d0.loss_cls": 2.3290666818618773, "decode.d0.loss_mask": 0.6258763700723649, "decode.d0.loss_dice": 1.1281748682260513, "decode.d1.loss_cls": 1.042256799340248, "decode.d1.loss_mask": 0.6213525772094727, "decode.d1.loss_dice": 1.0586662203073502, "decode.d2.loss_cls": 0.959897655248642, "decode.d2.loss_mask": 0.6065316379070282, "decode.d2.loss_dice": 0.9787027627229691, "decode.d3.loss_cls": 0.8511954188346863, "decode.d3.loss_mask": 0.6091124609112739, "decode.d3.loss_dice": 0.956148499250412, "decode.d4.loss_cls": 0.8447696417570114, "decode.d4.loss_mask": 0.5937353625893593, "decode.d4.loss_dice": 0.9462404459714889, "decode.d5.loss_cls": 0.8977042376995087, "decode.d5.loss_mask": 0.5902817562222481, "decode.d5.loss_dice": 0.9352484524250031, "decode.d6.loss_cls": 0.8177746266126633, "decode.d6.loss_mask": 0.5843668803572655, "decode.d6.loss_dice": 0.9431289672851563, "decode.d7.loss_cls": 0.843556022644043, "decode.d7.loss_mask": 0.5769000604748726, "decode.d7.loss_dice": 0.9556936770677567, "decode.d8.loss_cls": 0.8045214623212814, "decode.d8.loss_mask": 0.5768570080399513, "decode.d8.loss_dice": 0.9283089131116867, "time": 0.5605734825134278, "memory": 7186, "step": 33200}
{"lr": 8.108632723836545e-06, "data_time": 0.009145689010620118, "grad_norm": 80.95690612792968, "loss": 27.92188777923584, "decode.loss_cls": 0.633218789100647, "decode.loss_mask": 0.8078009337186813, "decode.loss_dice": 1.0997567027807236, "decode.d0.loss_cls": 2.299327778816223, "decode.d0.loss_mask": 0.8180800676345825, "decode.d0.loss_dice": 1.2750067681074142, "decode.d1.loss_cls": 0.9299526453018189, "decode.d1.loss_mask": 0.8083088338375092, "decode.d1.loss_dice": 1.1727992981672286, "decode.d2.loss_cls": 0.678816145658493, "decode.d2.loss_mask": 0.8194380551576614, "decode.d2.loss_dice": 1.1690855085849763, "decode.d3.loss_cls": 0.6612405568361283, "decode.d3.loss_mask": 0.7831981390714645, "decode.d3.loss_dice": 1.1565665632486344, "decode.d4.loss_cls": 0.6393542021512986, "decode.d4.loss_mask": 0.7959006518125534, "decode.d4.loss_dice": 1.1266767233610153, "decode.d5.loss_cls": 0.6633575469255447, "decode.d5.loss_mask": 0.784593465924263, "decode.d5.loss_dice": 1.1192584797739982, "decode.d6.loss_cls": 0.6480301290750503, "decode.d6.loss_mask": 0.7919652730226516, "decode.d6.loss_dice": 1.105473557114601, "decode.d7.loss_cls": 0.651673500239849, "decode.d7.loss_mask": 0.8133566617965698, "decode.d7.loss_dice": 1.1188693672418595, "decode.d8.loss_cls": 0.6640645503997803, "decode.d8.loss_mask": 0.800209465622902, "decode.d8.loss_dice": 1.0865072667598725, "time": 0.5296272993087768, "memory": 7216, "step": 33250}
{"lr": 8.105753862529834e-06, "data_time": 0.009227347373962403, "grad_norm": 83.66420249938965, "loss": 31.962999248504637, "decode.loss_cls": 0.9347010523080825, "decode.loss_mask": 0.8881946921348571, "decode.loss_dice": 1.1468254894018173, "decode.d0.loss_cls": 2.446971762180328, "decode.d0.loss_mask": 0.9135540127754211, "decode.d0.loss_dice": 1.3251309722661972, "decode.d1.loss_cls": 1.1494960755109787, "decode.d1.loss_mask": 0.8842089742422103, "decode.d1.loss_dice": 1.2309812873601913, "decode.d2.loss_cls": 0.9914286702871322, "decode.d2.loss_mask": 0.8502137213945389, "decode.d2.loss_dice": 1.1687345683574677, "decode.d3.loss_cls": 1.0022767826914787, "decode.d3.loss_mask": 0.880944111943245, "decode.d3.loss_dice": 1.1392158791422844, "decode.d4.loss_cls": 1.038363164663315, "decode.d4.loss_mask": 0.8510818868875504, "decode.d4.loss_dice": 1.1373629570007324, "decode.d5.loss_cls": 0.9675051040947438, "decode.d5.loss_mask": 0.8752778112888336, "decode.d5.loss_dice": 1.158638161420822, "decode.d6.loss_cls": 1.0413620322942734, "decode.d6.loss_mask": 0.8801902860403061, "decode.d6.loss_dice": 1.1539771154522895, "decode.d7.loss_cls": 0.9240524984896183, "decode.d7.loss_mask": 0.8780593872070312, "decode.d7.loss_dice": 1.1581500321626663, "decode.d8.loss_cls": 0.9235061936080455, "decode.d8.loss_mask": 0.8734883248806, "decode.d8.loss_dice": 1.1491051480174064, "time": 0.5343512773513794, "memory": 7202, "step": 33300}
{"lr": 8.102874887611511e-06, "data_time": 0.009056639671325684, "grad_norm": 97.8438934326172, "loss": 33.3344202041626, "decode.loss_cls": 0.9262459799647331, "decode.loss_mask": 0.8198935866355896, "decode.loss_dice": 1.3358175337314606, "decode.d0.loss_cls": 2.34399551153183, "decode.d0.loss_mask": 0.9526742726564408, "decode.d0.loss_dice": 1.5830468326807021, "decode.d1.loss_cls": 1.0894510954618455, "decode.d1.loss_mask": 0.8757770746946335, "decode.d1.loss_dice": 1.5331385552883148, "decode.d2.loss_cls": 1.008421392738819, "decode.d2.loss_mask": 0.8478735357522964, "decode.d2.loss_dice": 1.4386031091213227, "decode.d3.loss_cls": 0.9719259291887283, "decode.d3.loss_mask": 0.8205407351255417, "decode.d3.loss_dice": 1.3697521448135377, "decode.d4.loss_cls": 0.9691943868994712, "decode.d4.loss_mask": 0.8073289215564727, "decode.d4.loss_dice": 1.3710082590579986, "decode.d5.loss_cls": 0.9663771882653236, "decode.d5.loss_mask": 0.785290652513504, "decode.d5.loss_dice": 1.350127911567688, "decode.d6.loss_cls": 0.9403858438134194, "decode.d6.loss_mask": 0.8047692090272903, "decode.d6.loss_dice": 1.3033646106719972, "decode.d7.loss_cls": 0.9740858614444733, "decode.d7.loss_mask": 0.7931981384754181, "decode.d7.loss_dice": 1.2840285450220108, "decode.d8.loss_cls": 0.9445923537015914, "decode.d8.loss_mask": 0.7991123229265213, "decode.d8.loss_dice": 1.3243974447250366, "time": 0.5281450271606445, "memory": 7315, "step": 33350}
{"lr": 8.099995799032247e-06, "data_time": 0.009167957305908202, "grad_norm": 90.87007675170898, "loss": 26.33883590698242, "decode.loss_cls": 0.7540577709674835, "decode.loss_mask": 0.6501724928617477, "decode.loss_dice": 0.9713773012161255, "decode.d0.loss_cls": 2.39139324426651, "decode.d0.loss_mask": 0.628337699174881, "decode.d0.loss_dice": 1.1437688291072845, "decode.d1.loss_cls": 0.9296739429235459, "decode.d1.loss_mask": 0.6317000955343246, "decode.d1.loss_dice": 1.0628403306007386, "decode.d2.loss_cls": 0.8523429870605469, "decode.d2.loss_mask": 0.6646006017923355, "decode.d2.loss_dice": 1.0365363717079163, "decode.d3.loss_cls": 0.8908726871013641, "decode.d3.loss_mask": 0.6207560718059539, "decode.d3.loss_dice": 0.9834766507148742, "decode.d4.loss_cls": 0.8222077518701554, "decode.d4.loss_mask": 0.6241838365793229, "decode.d4.loss_dice": 0.9894435822963714, "decode.d5.loss_cls": 0.8211478114128112, "decode.d5.loss_mask": 0.6275529056787491, "decode.d5.loss_dice": 0.9862745225429534, "decode.d6.loss_cls": 0.8481304407119751, "decode.d6.loss_mask": 0.6275070458650589, "decode.d6.loss_dice": 0.9667829275131226, "decode.d7.loss_cls": 0.7958437085151673, "decode.d7.loss_mask": 0.6399883717298508, "decode.d7.loss_dice": 0.9622161209583282, "decode.d8.loss_cls": 0.8270268231630326, "decode.d8.loss_mask": 0.62451251745224, "decode.d8.loss_dice": 0.9641095519065856, "time": 0.5308095216751099, "memory": 7256, "step": 33400}
{"lr": 8.09711659674265e-06, "data_time": 0.00918717384338379, "grad_norm": 82.11734352111816, "loss": 23.6857798576355, "decode.loss_cls": 0.7382026195526123, "decode.loss_mask": 0.7126572459936142, "decode.loss_dice": 0.7285272598266601, "decode.d0.loss_cls": 2.412092220783234, "decode.d0.loss_mask": 0.755757287144661, "decode.d0.loss_dice": 0.8352932631969452, "decode.d1.loss_cls": 0.8516960352659225, "decode.d1.loss_mask": 0.7533748179674149, "decode.d1.loss_dice": 0.8019891500473022, "decode.d2.loss_cls": 0.7435701385140419, "decode.d2.loss_mask": 0.7250221192836761, "decode.d2.loss_dice": 0.7537812948226928, "decode.d3.loss_cls": 0.7655528739094735, "decode.d3.loss_mask": 0.691234803199768, "decode.d3.loss_dice": 0.7268076956272125, "decode.d4.loss_cls": 0.7559627443552017, "decode.d4.loss_mask": 0.6923494398593902, "decode.d4.loss_dice": 0.720371425151825, "decode.d5.loss_cls": 0.6750735804438591, "decode.d5.loss_mask": 0.6904119402170181, "decode.d5.loss_dice": 0.7316006898880005, "decode.d6.loss_cls": 0.7508847668766976, "decode.d6.loss_mask": 0.6708254247903824, "decode.d6.loss_dice": 0.7142352879047393, "decode.d7.loss_cls": 0.751616895198822, "decode.d7.loss_mask": 0.6842975080013275, "decode.d7.loss_dice": 0.7108234822750091, "decode.d8.loss_cls": 0.705427634716034, "decode.d8.loss_mask": 0.69991594851017, "decode.d8.loss_dice": 0.7364234298467636, "time": 0.5554650068283081, "memory": 7227, "step": 33450}
{"lr": 8.094237280693314e-06, "data_time": 0.009360861778259278, "grad_norm": 86.78892097473144, "loss": 33.53895301818848, "decode.loss_cls": 1.0625673592090608, "decode.loss_mask": 0.6954580396413803, "decode.loss_dice": 1.2061237394809723, "decode.d0.loss_cls": 2.9084442377090456, "decode.d0.loss_mask": 0.7621731191873551, "decode.d0.loss_dice": 1.4831705272197724, "decode.d1.loss_cls": 1.326936239004135, "decode.d1.loss_mask": 0.750147494673729, "decode.d1.loss_dice": 1.3632823199033737, "decode.d2.loss_cls": 1.1973122000694274, "decode.d2.loss_mask": 0.739411324262619, "decode.d2.loss_dice": 1.334403321146965, "decode.d3.loss_cls": 1.2252734631299973, "decode.d3.loss_mask": 0.7122207164764405, "decode.d3.loss_dice": 1.2371182531118392, "decode.d4.loss_cls": 1.1512390285730363, "decode.d4.loss_mask": 0.723220145702362, "decode.d4.loss_dice": 1.2673732876777648, "decode.d5.loss_cls": 1.0950358033180236, "decode.d5.loss_mask": 0.7166834622621536, "decode.d5.loss_dice": 1.2562225997447967, "decode.d6.loss_cls": 1.1528498232364655, "decode.d6.loss_mask": 0.7062059730291367, "decode.d6.loss_dice": 1.256396335363388, "decode.d7.loss_cls": 1.102048397064209, "decode.d7.loss_mask": 0.7065728515386581, "decode.d7.loss_dice": 1.2478300511837006, "decode.d8.loss_cls": 1.1933045566082001, "decode.d8.loss_mask": 0.7197954744100571, "decode.d8.loss_dice": 1.2401327252388001, "time": 0.5300240516662598, "memory": 7283, "step": 33500}
{"lr": 8.091357850834759e-06, "data_time": 0.00926051139831543, "grad_norm": 89.20055084228515, "loss": 34.151170539855954, "decode.loss_cls": 0.9344603031873703, "decode.loss_mask": 0.8498270809650421, "decode.loss_dice": 1.391358995437622, "decode.d0.loss_cls": 2.505657601356506, "decode.d0.loss_mask": 1.000975638628006, "decode.d0.loss_dice": 1.6487061023712157, "decode.d1.loss_cls": 1.0891875982284547, "decode.d1.loss_mask": 0.9461825788021088, "decode.d1.loss_dice": 1.5095492839813232, "decode.d2.loss_cls": 0.9553456008434296, "decode.d2.loss_mask": 0.9075115144252777, "decode.d2.loss_dice": 1.464978677034378, "decode.d3.loss_cls": 0.8615079760551453, "decode.d3.loss_mask": 0.8629157483577728, "decode.d3.loss_dice": 1.424683392047882, "decode.d4.loss_cls": 0.863444697856903, "decode.d4.loss_mask": 0.8826404094696045, "decode.d4.loss_dice": 1.4089081227779388, "decode.d5.loss_cls": 0.8972552657127381, "decode.d5.loss_mask": 0.8977826833724976, "decode.d5.loss_dice": 1.3799052774906158, "decode.d6.loss_cls": 0.8613335758447647, "decode.d6.loss_mask": 0.8796677231788635, "decode.d6.loss_dice": 1.3928835809230804, "decode.d7.loss_cls": 0.849501758813858, "decode.d7.loss_mask": 0.8912126898765564, "decode.d7.loss_dice": 1.4167030334472657, "decode.d8.loss_cls": 0.8977666050195694, "decode.d8.loss_mask": 0.8645746827125549, "decode.d8.loss_dice": 1.4147439062595368, "time": 0.5339557886123657, "memory": 7282, "step": 33550}
{"lr": 8.088478307117493e-06, "data_time": 0.009125757217407226, "grad_norm": 99.74767990112305, "loss": 27.783928394317627, "decode.loss_cls": 0.7687442123889923, "decode.loss_mask": 0.6762299329042435, "decode.loss_dice": 1.0603617995977401, "decode.d0.loss_cls": 2.503226864337921, "decode.d0.loss_mask": 0.7402327418327331, "decode.d0.loss_dice": 1.218530136346817, "decode.d1.loss_cls": 0.9572723776102066, "decode.d1.loss_mask": 0.7249237716197967, "decode.d1.loss_dice": 1.1600874543190003, "decode.d2.loss_cls": 0.8048050612211227, "decode.d2.loss_mask": 0.7010416835546494, "decode.d2.loss_dice": 1.1416051149368287, "decode.d3.loss_cls": 0.7890993237495423, "decode.d3.loss_mask": 0.679134102165699, "decode.d3.loss_dice": 1.0818247854709626, "decode.d4.loss_cls": 0.7676501899957657, "decode.d4.loss_mask": 0.7077835395932197, "decode.d4.loss_dice": 1.0864923596382141, "decode.d5.loss_cls": 0.7701614320278167, "decode.d5.loss_mask": 0.7119637548923492, "decode.d5.loss_dice": 1.0842190444469453, "decode.d6.loss_cls": 0.7777618139982223, "decode.d6.loss_mask": 0.6742676332592964, "decode.d6.loss_dice": 1.0395435273647309, "decode.d7.loss_cls": 0.8654211819171905, "decode.d7.loss_mask": 0.6609529882669449, "decode.d7.loss_dice": 1.0413319975137711, "decode.d8.loss_cls": 0.8051586389541626, "decode.d8.loss_mask": 0.6892940372228622, "decode.d8.loss_dice": 1.0948066920042039, "time": 0.5601933479309082, "memory": 7301, "step": 33600}
{"lr": 8.085598649491966e-06, "data_time": 0.009174084663391114, "grad_norm": 97.05975494384765, "loss": 32.55356502532959, "decode.loss_cls": 0.8727626025676727, "decode.loss_mask": 0.7530701458454132, "decode.loss_dice": 1.3040021896362304, "decode.d0.loss_cls": 2.4661738514900207, "decode.d0.loss_mask": 0.8381100416183471, "decode.d0.loss_dice": 1.5885788559913636, "decode.d1.loss_cls": 1.1032709240913392, "decode.d1.loss_mask": 0.8511663794517517, "decode.d1.loss_dice": 1.4904498159885406, "decode.d2.loss_cls": 0.9956127583980561, "decode.d2.loss_mask": 0.8219919890165329, "decode.d2.loss_dice": 1.4239734590053559, "decode.d3.loss_cls": 0.9304899632930755, "decode.d3.loss_mask": 0.7891416311264038, "decode.d3.loss_dice": 1.3549293994903564, "decode.d4.loss_cls": 0.9388278916478157, "decode.d4.loss_mask": 0.7695420831441879, "decode.d4.loss_dice": 1.3696791350841522, "decode.d5.loss_cls": 0.9252089381217956, "decode.d5.loss_mask": 0.7706158518791199, "decode.d5.loss_dice": 1.3512295246124268, "decode.d6.loss_cls": 0.8716321811079979, "decode.d6.loss_mask": 0.7799895972013473, "decode.d6.loss_dice": 1.2773536026477814, "decode.d7.loss_cls": 0.880012509226799, "decode.d7.loss_mask": 0.7681268453598022, "decode.d7.loss_dice": 1.3234022796154021, "decode.d8.loss_cls": 0.8869671165943146, "decode.d8.loss_mask": 0.7521428287029266, "decode.d8.loss_dice": 1.305110865831375, "time": 0.5327483654022217, "memory": 7214, "step": 33650}
{"lr": 8.082718877908603e-06, "data_time": 0.009361720085144043, "grad_norm": 93.80534362792969, "loss": 23.096191501617433, "decode.loss_cls": 0.7045144587755203, "decode.loss_mask": 0.6430209457874299, "decode.loss_dice": 0.808462631702423, "decode.d0.loss_cls": 2.176762545108795, "decode.d0.loss_mask": 0.6926315784454345, "decode.d0.loss_dice": 0.9123768508434296, "decode.d1.loss_cls": 0.8509921491146087, "decode.d1.loss_mask": 0.6496133655309677, "decode.d1.loss_dice": 0.840032947063446, "decode.d2.loss_cls": 0.7294896960258483, "decode.d2.loss_mask": 0.6379481822252273, "decode.d2.loss_dice": 0.7948350846767426, "decode.d3.loss_cls": 0.727368077635765, "decode.d3.loss_mask": 0.6375916928052903, "decode.d3.loss_dice": 0.8035487264394761, "decode.d4.loss_cls": 0.7109902650117874, "decode.d4.loss_mask": 0.6422324538230896, "decode.d4.loss_dice": 0.7591636091470718, "decode.d5.loss_cls": 0.7115381896495819, "decode.d5.loss_mask": 0.6297056943178176, "decode.d5.loss_dice": 0.7905370533466339, "decode.d6.loss_cls": 0.6952729940414428, "decode.d6.loss_mask": 0.6166824698448181, "decode.d6.loss_dice": 0.7557492196559906, "decode.d7.loss_cls": 0.6908351123332978, "decode.d7.loss_mask": 0.6262239426374435, "decode.d7.loss_dice": 0.761506450176239, "decode.d8.loss_cls": 0.6830544471740723, "decode.d8.loss_mask": 0.6307759314775467, "decode.d8.loss_dice": 0.7827362179756164, "time": 0.5584187269210815, "memory": 7264, "step": 33700}
{"lr": 8.079838992317762e-06, "data_time": 0.009166741371154785, "grad_norm": 85.7740550994873, "loss": 26.845509243011474, "decode.loss_cls": 0.7397487580776214, "decode.loss_mask": 0.7318863362073899, "decode.loss_dice": 0.9563874334096909, "decode.d0.loss_cls": 2.3625055849552155, "decode.d0.loss_mask": 0.8341819465160369, "decode.d0.loss_dice": 1.202197003364563, "decode.d1.loss_cls": 0.9945142015814781, "decode.d1.loss_mask": 0.7923603743314743, "decode.d1.loss_dice": 1.0375272989273072, "decode.d2.loss_cls": 0.8708879023790359, "decode.d2.loss_mask": 0.7356110215187073, "decode.d2.loss_dice": 1.00464406311512, "decode.d3.loss_cls": 0.7942538216710091, "decode.d3.loss_mask": 0.7298748373985291, "decode.d3.loss_dice": 0.9684910506010056, "decode.d4.loss_cls": 0.7368039935827255, "decode.d4.loss_mask": 0.7286377191543579, "decode.d4.loss_dice": 0.9977601349353791, "decode.d5.loss_cls": 0.7226460084319115, "decode.d5.loss_mask": 0.7268567085266113, "decode.d5.loss_dice": 0.9607033848762512, "decode.d6.loss_cls": 0.7038340002298356, "decode.d6.loss_mask": 0.7286047577857971, "decode.d6.loss_dice": 0.9588570952415466, "decode.d7.loss_cls": 0.6803663432598114, "decode.d7.loss_mask": 0.7451669156551362, "decode.d7.loss_dice": 0.9683070689439773, "decode.d8.loss_cls": 0.7277799114584923, "decode.d8.loss_mask": 0.7319746971130371, "decode.d8.loss_dice": 0.9721391469240188, "time": 0.5346053838729858, "memory": 7232, "step": 33750}
{"lr": 8.076958992669786e-06, "data_time": 0.008861732482910157, "grad_norm": 81.05482482910156, "loss": 29.672667503356934, "decode.loss_cls": 0.7880488455295562, "decode.loss_mask": 0.7357303380966187, "decode.loss_dice": 1.1696354568004608, "decode.d0.loss_cls": 2.4803413271903993, "decode.d0.loss_mask": 0.7541000008583069, "decode.d0.loss_dice": 1.294050246477127, "decode.d1.loss_cls": 1.0380881160497666, "decode.d1.loss_mask": 0.7685252010822297, "decode.d1.loss_dice": 1.2489778995513916, "decode.d2.loss_cls": 0.951102077960968, "decode.d2.loss_mask": 0.7340150386095047, "decode.d2.loss_dice": 1.213837707042694, "decode.d3.loss_cls": 0.903049436211586, "decode.d3.loss_mask": 0.7296502202749252, "decode.d3.loss_dice": 1.1871903955936431, "decode.d4.loss_cls": 0.9216292887926102, "decode.d4.loss_mask": 0.7253470212221146, "decode.d4.loss_dice": 1.1733517169952392, "decode.d5.loss_cls": 0.8176880270242691, "decode.d5.loss_mask": 0.7532423824071884, "decode.d5.loss_dice": 1.1983860969543456, "decode.d6.loss_cls": 0.814686867594719, "decode.d6.loss_mask": 0.7496858686208725, "decode.d6.loss_dice": 1.1516129434108735, "decode.d7.loss_cls": 0.8141645967960358, "decode.d7.loss_mask": 0.727263230085373, "decode.d7.loss_dice": 1.145603734254837, "decode.d8.loss_cls": 0.8031236380338669, "decode.d8.loss_mask": 0.7297525733709336, "decode.d8.loss_dice": 1.150787103176117, "time": 0.5335535764694214, "memory": 7243, "step": 33800}
{"lr": 8.074078878914974e-06, "data_time": 0.00918436050415039, "grad_norm": 72.94415435791015, "loss": 27.225547790527344, "decode.loss_cls": 0.8641778215765953, "decode.loss_mask": 0.6600851058959961, "decode.loss_dice": 0.9814483493566513, "decode.d0.loss_cls": 2.247609782218933, "decode.d0.loss_mask": 0.7846039533615112, "decode.d0.loss_dice": 1.1426195442676543, "decode.d1.loss_cls": 1.009422454237938, "decode.d1.loss_mask": 0.710403534770012, "decode.d1.loss_dice": 1.044922935962677, "decode.d2.loss_cls": 0.9103146106004715, "decode.d2.loss_mask": 0.7190138280391694, "decode.d2.loss_dice": 1.0209624707698821, "decode.d3.loss_cls": 0.8888873249292374, "decode.d3.loss_mask": 0.6745613127946853, "decode.d3.loss_dice": 0.9852793931961059, "decode.d4.loss_cls": 0.8803542882204056, "decode.d4.loss_mask": 0.677010789513588, "decode.d4.loss_dice": 1.0096684843301773, "decode.d5.loss_cls": 0.8186772301793098, "decode.d5.loss_mask": 0.6913604080677033, "decode.d5.loss_dice": 0.9990653455257416, "decode.d6.loss_cls": 0.8812466949224472, "decode.d6.loss_mask": 0.6852737933397293, "decode.d6.loss_dice": 0.9699490636587143, "decode.d7.loss_cls": 0.821174481511116, "decode.d7.loss_mask": 0.6680922448635102, "decode.d7.loss_dice": 0.9861604332923889, "decode.d8.loss_cls": 0.8315184742212296, "decode.d8.loss_mask": 0.658597856760025, "decode.d8.loss_dice": 1.003086417913437, "time": 0.5345374822616578, "memory": 7338, "step": 33850}
{"lr": 8.071198651003553e-06, "data_time": 0.009140443801879884, "grad_norm": 80.88490791320801, "loss": 31.939367866516115, "decode.loss_cls": 1.0626522138714791, "decode.loss_mask": 0.7426077410578728, "decode.loss_dice": 1.24876509308815, "decode.d0.loss_cls": 2.440720331668854, "decode.d0.loss_mask": 0.6713411659002304, "decode.d0.loss_dice": 1.4063606142997742, "decode.d1.loss_cls": 1.170173093676567, "decode.d1.loss_mask": 0.7578481152653694, "decode.d1.loss_dice": 1.3397108405828475, "decode.d2.loss_cls": 1.0278817564249039, "decode.d2.loss_mask": 0.7354225307703018, "decode.d2.loss_dice": 1.3018960624933242, "decode.d3.loss_cls": 0.9969578653573989, "decode.d3.loss_mask": 0.7617829501628876, "decode.d3.loss_dice": 1.2841843336820602, "decode.d4.loss_cls": 0.9548816353082656, "decode.d4.loss_mask": 0.7588778525590897, "decode.d4.loss_dice": 1.28224578499794, "decode.d5.loss_cls": 0.9403012245893478, "decode.d5.loss_mask": 0.7528161451220512, "decode.d5.loss_dice": 1.263145959377289, "decode.d6.loss_cls": 1.0612049400806427, "decode.d6.loss_mask": 0.7444438338279724, "decode.d6.loss_dice": 1.260830467939377, "decode.d7.loss_cls": 0.9771293222904205, "decode.d7.loss_mask": 0.74295072555542, "decode.d7.loss_dice": 1.2561080932617188, "decode.d8.loss_cls": 1.0396864026784898, "decode.d8.loss_mask": 0.7153022423386574, "decode.d8.loss_dice": 1.2411386668682098, "time": 0.5322582006454468, "memory": 7251, "step": 33900}
{"lr": 8.068318308885754e-06, "data_time": 0.009076738357543945, "grad_norm": 90.44984893798828, "loss": 30.70074920654297, "decode.loss_cls": 0.9679806664586067, "decode.loss_mask": 0.7304430782794953, "decode.loss_dice": 1.105564695596695, "decode.d0.loss_cls": 2.5850496351718903, "decode.d0.loss_mask": 0.8245479047298432, "decode.d0.loss_dice": 1.3433511853218079, "decode.d1.loss_cls": 1.09718297123909, "decode.d1.loss_mask": 0.8125474452972412, "decode.d1.loss_dice": 1.2343974769115449, "decode.d2.loss_cls": 1.043096823990345, "decode.d2.loss_mask": 0.7385999858379364, "decode.d2.loss_dice": 1.1293345361948013, "decode.d3.loss_cls": 0.9623025178909301, "decode.d3.loss_mask": 0.7543110549449921, "decode.d3.loss_dice": 1.1513105779886246, "decode.d4.loss_cls": 0.9312396839261055, "decode.d4.loss_mask": 0.7399509340524674, "decode.d4.loss_dice": 1.1283818364143372, "decode.d5.loss_cls": 0.9964882031083107, "decode.d5.loss_mask": 0.7519433319568634, "decode.d5.loss_dice": 1.145126524567604, "decode.d6.loss_cls": 0.9553950503468513, "decode.d6.loss_mask": 0.7555958986282348, "decode.d6.loss_dice": 1.1220116406679153, "decode.d7.loss_cls": 0.989481408894062, "decode.d7.loss_mask": 0.7301389425992966, "decode.d7.loss_dice": 1.1162558376789093, "decode.d8.loss_cls": 0.9603783890604973, "decode.d8.loss_mask": 0.741338586807251, "decode.d8.loss_dice": 1.1570024996995927, "time": 0.5304660797119141, "memory": 7183, "step": 33950}
{"lr": 8.065437852511735e-06, "data_time": 0.009032320976257325, "grad_norm": 91.56847839355468, "loss": 27.01638412475586, "decode.loss_cls": 0.7206034570932388, "decode.loss_mask": 0.666172257065773, "decode.loss_dice": 1.1006459236145019, "decode.d0.loss_cls": 2.2323370933532716, "decode.d0.loss_mask": 0.6820811003446579, "decode.d0.loss_dice": 1.2376091033220291, "decode.d1.loss_cls": 0.8686106443405152, "decode.d1.loss_mask": 0.6903430670499802, "decode.d1.loss_dice": 1.181309488415718, "decode.d2.loss_cls": 0.8388551458716392, "decode.d2.loss_mask": 0.6440679341554642, "decode.d2.loss_dice": 1.1441731363534928, "decode.d3.loss_cls": 0.7906835809350014, "decode.d3.loss_mask": 0.6438373178243637, "decode.d3.loss_dice": 1.117671425640583, "decode.d4.loss_cls": 0.7342930525541306, "decode.d4.loss_mask": 0.6560778439044952, "decode.d4.loss_dice": 1.120061907172203, "decode.d5.loss_cls": 0.6908564835786819, "decode.d5.loss_mask": 0.6567261278629303, "decode.d5.loss_dice": 1.1241115272045135, "decode.d6.loss_cls": 0.7251913219690322, "decode.d6.loss_mask": 0.6500945001840591, "decode.d6.loss_dice": 1.1275059446692466, "decode.d7.loss_cls": 0.7358989521861077, "decode.d7.loss_mask": 0.6387571811676025, "decode.d7.loss_dice": 1.1054110512137414, "decode.d8.loss_cls": 0.7154294982552528, "decode.d8.loss_mask": 0.6535184174776077, "decode.d8.loss_dice": 1.1234493568539619, "time": 0.5317697048187255, "memory": 7207, "step": 34000}
{"lr": 8.062557281831614e-06, "data_time": 0.00926353931427002, "grad_norm": 84.81136093139648, "loss": 29.353544616699217, "decode.loss_cls": 0.870788897573948, "decode.loss_mask": 0.7117899000644684, "decode.loss_dice": 1.1032625615596772, "decode.d0.loss_cls": 2.361300897598267, "decode.d0.loss_mask": 0.7884697824716568, "decode.d0.loss_dice": 1.4511541962623595, "decode.d1.loss_cls": 1.1158955350518227, "decode.d1.loss_mask": 0.7105107963085174, "decode.d1.loss_dice": 1.2477920055389404, "decode.d2.loss_cls": 0.8891143709421158, "decode.d2.loss_mask": 0.7169849663972855, "decode.d2.loss_dice": 1.1949222952127456, "decode.d3.loss_cls": 0.8794677339494228, "decode.d3.loss_mask": 0.7001196891069412, "decode.d3.loss_dice": 1.1263846009969711, "decode.d4.loss_cls": 0.8569084323942662, "decode.d4.loss_mask": 0.7138942807912827, "decode.d4.loss_dice": 1.1730876177549363, "decode.d5.loss_cls": 0.8686256840825081, "decode.d5.loss_mask": 0.7155276626348496, "decode.d5.loss_dice": 1.1480644255876542, "decode.d6.loss_cls": 0.8464913025498391, "decode.d6.loss_mask": 0.7114069193601609, "decode.d6.loss_dice": 1.1192642480134964, "decode.d7.loss_cls": 0.7830716460943222, "decode.d7.loss_mask": 0.7204138308763504, "decode.d7.loss_dice": 1.1405167371034621, "decode.d8.loss_cls": 0.8606728062033653, "decode.d8.loss_mask": 0.7076565802097321, "decode.d8.loss_dice": 1.119985318183899, "time": 0.5350077867507934, "memory": 7253, "step": 34050}
{"lr": 8.059676596795487e-06, "data_time": 0.009327006340026856, "grad_norm": 82.32529563903809, "loss": 31.641007041931154, "decode.loss_cls": 0.8758519977331162, "decode.loss_mask": 0.8522091388702393, "decode.loss_dice": 1.1151975214481353, "decode.d0.loss_cls": 2.500789165496826, "decode.d0.loss_mask": 0.8770226001739502, "decode.d0.loss_dice": 1.333676317334175, "decode.d1.loss_cls": 1.1327790901064874, "decode.d1.loss_mask": 0.8793364614248276, "decode.d1.loss_dice": 1.250369280576706, "decode.d2.loss_cls": 1.02045578956604, "decode.d2.loss_mask": 0.9005420625209808, "decode.d2.loss_dice": 1.2068460196256638, "decode.d3.loss_cls": 0.984544038772583, "decode.d3.loss_mask": 0.8563437640666962, "decode.d3.loss_dice": 1.1510767668485642, "decode.d4.loss_cls": 0.9218414023518562, "decode.d4.loss_mask": 0.8586218416690826, "decode.d4.loss_dice": 1.157458856701851, "decode.d5.loss_cls": 1.0224709495902062, "decode.d5.loss_mask": 0.8559400588274002, "decode.d5.loss_dice": 1.1311085760593413, "decode.d6.loss_cls": 0.9110424920916558, "decode.d6.loss_mask": 0.8625768542289733, "decode.d6.loss_dice": 1.1362448751926422, "decode.d7.loss_cls": 0.8790749818086624, "decode.d7.loss_mask": 0.8813190162181854, "decode.d7.loss_dice": 1.1483679801225661, "decode.d8.loss_cls": 0.8785492151975631, "decode.d8.loss_mask": 0.8946943014860154, "decode.d8.loss_dice": 1.1646561205387116, "time": 0.5347885370254517, "memory": 7261, "step": 34100}
{"lr": 8.056795797353391e-06, "data_time": 0.009245944023132325, "grad_norm": 86.7015151977539, "loss": 25.569671630859375, "decode.loss_cls": 0.7813700675964356, "decode.loss_mask": 0.5942508339881897, "decode.loss_dice": 0.9351168245077133, "decode.d0.loss_cls": 2.340129816532135, "decode.d0.loss_mask": 0.6799646764993668, "decode.d0.loss_dice": 1.1669713616371156, "decode.d1.loss_cls": 0.8514579653739929, "decode.d1.loss_mask": 0.6515150219202042, "decode.d1.loss_dice": 1.0515867531299592, "decode.d2.loss_cls": 0.8398651272058487, "decode.d2.loss_mask": 0.6344500988721847, "decode.d2.loss_dice": 0.9721717923879624, "decode.d3.loss_cls": 0.8002458393573761, "decode.d3.loss_mask": 0.6261962682008744, "decode.d3.loss_dice": 0.942761304974556, "decode.d4.loss_cls": 0.7698920637369155, "decode.d4.loss_mask": 0.630262291431427, "decode.d4.loss_dice": 0.9620934814214707, "decode.d5.loss_cls": 0.7435071259737015, "decode.d5.loss_mask": 0.6312044143676758, "decode.d5.loss_dice": 0.9464010983705521, "decode.d6.loss_cls": 0.7248571366071701, "decode.d6.loss_mask": 0.6336262553930283, "decode.d6.loss_dice": 0.9560653328895569, "decode.d7.loss_cls": 0.7543903112411499, "decode.d7.loss_mask": 0.6327043324708939, "decode.d7.loss_dice": 0.9539756536483764, "decode.d8.loss_cls": 0.7617663085460663, "decode.d8.loss_mask": 0.630419734120369, "decode.d8.loss_dice": 0.9704522252082824, "time": 0.5352293252944946, "memory": 7233, "step": 34150}
{"lr": 8.053914883455316e-06, "data_time": 0.009218072891235352, "grad_norm": 81.34808311462402, "loss": 26.174278259277344, "decode.loss_cls": 0.6462397545576095, "decode.loss_mask": 0.7949149668216705, "decode.loss_dice": 0.9939013063907624, "decode.d0.loss_cls": 2.01897953748703, "decode.d0.loss_mask": 0.8571946322917938, "decode.d0.loss_dice": 1.0610097289085387, "decode.d1.loss_cls": 0.8358436226844788, "decode.d1.loss_mask": 0.8348136276006699, "decode.d1.loss_dice": 1.045541560649872, "decode.d2.loss_cls": 0.7093034833669662, "decode.d2.loss_mask": 0.8117803245782852, "decode.d2.loss_dice": 1.0310353010892868, "decode.d3.loss_cls": 0.6843947768211365, "decode.d3.loss_mask": 0.7823286473751068, "decode.d3.loss_dice": 0.9795436263084412, "decode.d4.loss_cls": 0.6322518795728683, "decode.d4.loss_mask": 0.7888291358947754, "decode.d4.loss_dice": 1.0174066036939622, "decode.d5.loss_cls": 0.5898401498794555, "decode.d5.loss_mask": 0.7913485109806061, "decode.d5.loss_dice": 1.0143709540367127, "decode.d6.loss_cls": 0.6214249312877655, "decode.d6.loss_mask": 0.7747846007347107, "decode.d6.loss_dice": 0.9995490163564682, "decode.d7.loss_cls": 0.6643913716077805, "decode.d7.loss_mask": 0.7739670991897583, "decode.d7.loss_dice": 0.9946588575839996, "decode.d8.loss_cls": 0.5902656137943267, "decode.d8.loss_mask": 0.8007790327072144, "decode.d8.loss_dice": 1.033585298061371, "time": 0.5335129976272583, "memory": 7275, "step": 34200}
{"lr": 8.051033855051242e-06, "data_time": 0.008837413787841798, "grad_norm": 92.04525680541992, "loss": 31.583642578125, "decode.loss_cls": 0.9074310243129731, "decode.loss_mask": 0.8392655283212662, "decode.loss_dice": 1.0821085095405578, "decode.d0.loss_cls": 2.4975713968276976, "decode.d0.loss_mask": 0.9173436462879181, "decode.d0.loss_dice": 1.4252097845077514, "decode.d1.loss_cls": 1.215096938610077, "decode.d1.loss_mask": 0.8694043844938278, "decode.d1.loss_dice": 1.232353925704956, "decode.d2.loss_cls": 1.1016285717487335, "decode.d2.loss_mask": 0.8370489835739136, "decode.d2.loss_dice": 1.1278259396553039, "decode.d3.loss_cls": 1.0309006154537201, "decode.d3.loss_mask": 0.8437613308429718, "decode.d3.loss_dice": 1.0893553256988526, "decode.d4.loss_cls": 1.0183919608592986, "decode.d4.loss_mask": 0.8363408356904983, "decode.d4.loss_dice": 1.106501817703247, "decode.d5.loss_cls": 0.9617020189762115, "decode.d5.loss_mask": 0.8527286112308502, "decode.d5.loss_dice": 1.1288929760456086, "decode.d6.loss_cls": 0.9514931917190552, "decode.d6.loss_mask": 0.848853999376297, "decode.d6.loss_dice": 1.0959089636802672, "decode.d7.loss_cls": 0.929098618030548, "decode.d7.loss_mask": 0.840973150730133, "decode.d7.loss_dice": 1.122564446926117, "decode.d8.loss_cls": 0.9372988671064377, "decode.d8.loss_mask": 0.8418863862752914, "decode.d8.loss_dice": 1.0947014033794402, "time": 0.5329119205474854, "memory": 7222, "step": 34250}
{"lr": 8.048152712091072e-06, "data_time": 0.009255218505859374, "grad_norm": 93.51484413146973, "loss": 26.871055603027344, "decode.loss_cls": 0.7917348369956017, "decode.loss_mask": 0.6774974554777146, "decode.loss_dice": 0.988928996026516, "decode.d0.loss_cls": 2.32156183719635, "decode.d0.loss_mask": 0.8215903639793396, "decode.d0.loss_dice": 1.2224097073078155, "decode.d1.loss_cls": 0.9045001521706582, "decode.d1.loss_mask": 0.7281554996967315, "decode.d1.loss_dice": 1.1506837546825408, "decode.d2.loss_cls": 0.7812291368842125, "decode.d2.loss_mask": 0.7037584081292152, "decode.d2.loss_dice": 1.0289936244487763, "decode.d3.loss_cls": 0.815333691239357, "decode.d3.loss_mask": 0.6944555521011353, "decode.d3.loss_dice": 0.9924740880727768, "decode.d4.loss_cls": 0.7458979293704033, "decode.d4.loss_mask": 0.6960920974612236, "decode.d4.loss_dice": 1.025549004971981, "decode.d5.loss_cls": 0.7475932523608207, "decode.d5.loss_mask": 0.6860934317111969, "decode.d5.loss_dice": 1.0164689898490906, "decode.d6.loss_cls": 0.7451630204916, "decode.d6.loss_mask": 0.675236189365387, "decode.d6.loss_dice": 0.9963143646717072, "decode.d7.loss_cls": 0.7524957925081253, "decode.d7.loss_mask": 0.6786521039903164, "decode.d7.loss_dice": 0.9837534561753273, "decode.d8.loss_cls": 0.8184418559074402, "decode.d8.loss_mask": 0.6854912407696248, "decode.d8.loss_dice": 0.9945055633783341, "time": 0.5340546846389771, "memory": 7243, "step": 34300}
{"lr": 8.045271454524676e-06, "data_time": 0.00920417308807373, "grad_norm": 86.5437629699707, "loss": 31.126115798950195, "decode.loss_cls": 0.7971177488565445, "decode.loss_mask": 0.9048523485660553, "decode.loss_dice": 1.0799427092075349, "decode.d0.loss_cls": 2.48129917383194, "decode.d0.loss_mask": 1.0222545564174652, "decode.d0.loss_dice": 1.2873925864696503, "decode.d1.loss_cls": 0.9632928609848023, "decode.d1.loss_mask": 0.9732681721448898, "decode.d1.loss_dice": 1.198977345228195, "decode.d2.loss_cls": 0.9404010623693466, "decode.d2.loss_mask": 0.9519789576530456, "decode.d2.loss_dice": 1.1726697623729705, "decode.d3.loss_cls": 0.9024005770683289, "decode.d3.loss_mask": 0.9347805082798004, "decode.d3.loss_dice": 1.1423299729824066, "decode.d4.loss_cls": 0.8741084456443786, "decode.d4.loss_mask": 0.9496658384799957, "decode.d4.loss_dice": 1.1355642259120942, "decode.d5.loss_cls": 0.8823114097118377, "decode.d5.loss_mask": 0.9420586794614791, "decode.d5.loss_dice": 1.1354358494281769, "decode.d6.loss_cls": 0.8323641896247864, "decode.d6.loss_mask": 0.9090451896190643, "decode.d6.loss_dice": 1.1059995710849762, "decode.d7.loss_cls": 0.8413011699914932, "decode.d7.loss_mask": 0.8851525783538818, "decode.d7.loss_dice": 1.0852084755897522, "decode.d8.loss_cls": 0.8383716136217118, "decode.d8.loss_mask": 0.8834232687950134, "decode.d8.loss_dice": 1.073147213459015, "time": 0.533842945098877, "memory": 7216, "step": 34350}
{"lr": 8.042390082301906e-06, "data_time": 0.009063220024108887, "grad_norm": 89.79772644042968, "loss": 27.254980659484865, "decode.loss_cls": 0.9942453503608704, "decode.loss_mask": 0.6336929798126221, "decode.loss_dice": 0.864221665263176, "decode.d0.loss_cls": 2.7022958517074587, "decode.d0.loss_mask": 0.6694435149431228, "decode.d0.loss_dice": 1.0110762059688567, "decode.d1.loss_cls": 1.1893896162509918, "decode.d1.loss_mask": 0.6920237377285957, "decode.d1.loss_dice": 0.9794001340866089, "decode.d2.loss_cls": 1.0746903151273728, "decode.d2.loss_mask": 0.6435971543192863, "decode.d2.loss_dice": 0.9269365966320038, "decode.d3.loss_cls": 0.998165738582611, "decode.d3.loss_mask": 0.6546330079436302, "decode.d3.loss_dice": 0.8790445268154145, "decode.d4.loss_cls": 1.026609182357788, "decode.d4.loss_mask": 0.6290543228387833, "decode.d4.loss_dice": 0.8770243406295777, "decode.d5.loss_cls": 1.0394910991191864, "decode.d5.loss_mask": 0.6218671202659607, "decode.d5.loss_dice": 0.869965237379074, "decode.d6.loss_cls": 0.9414655089378356, "decode.d6.loss_mask": 0.6171916604042054, "decode.d6.loss_dice": 0.8394640743732452, "decode.d7.loss_cls": 1.0007395714521408, "decode.d7.loss_mask": 0.6140722557902336, "decode.d7.loss_dice": 0.8519132107496261, "decode.d8.loss_cls": 0.9418282330036163, "decode.d8.loss_mask": 0.6234544485807418, "decode.d8.loss_dice": 0.8479836255311965, "time": 0.532475471496582, "memory": 7176, "step": 34400}
{"lr": 8.039508595372533e-06, "data_time": 0.008878087997436524, "grad_norm": 85.068896484375, "loss": 25.536592483520508, "decode.loss_cls": 0.6511897057294845, "decode.loss_mask": 0.6967120707035065, "decode.loss_dice": 0.9233959019184113, "decode.d0.loss_cls": 2.159927320480347, "decode.d0.loss_mask": 0.8219798699021339, "decode.d0.loss_dice": 1.1773042500019073, "decode.d1.loss_cls": 0.9924246042966842, "decode.d1.loss_mask": 0.7358513996005058, "decode.d1.loss_dice": 1.018177431821823, "decode.d2.loss_cls": 0.8192100495100021, "decode.d2.loss_mask": 0.711701987683773, "decode.d2.loss_dice": 0.9679937809705734, "decode.d3.loss_cls": 0.6925881981849671, "decode.d3.loss_mask": 0.7017264291644096, "decode.d3.loss_dice": 0.9303097486495971, "decode.d4.loss_cls": 0.6970751285552979, "decode.d4.loss_mask": 0.7056590750813484, "decode.d4.loss_dice": 0.9564136654138565, "decode.d5.loss_cls": 0.6690269693732261, "decode.d5.loss_mask": 0.6954752072691918, "decode.d5.loss_dice": 0.9478601574897766, "decode.d6.loss_cls": 0.6711040928959846, "decode.d6.loss_mask": 0.6909246474504471, "decode.d6.loss_dice": 0.9262986570596695, "decode.d7.loss_cls": 0.6430162563920021, "decode.d7.loss_mask": 0.7104747980833054, "decode.d7.loss_dice": 0.9557120978832245, "decode.d8.loss_cls": 0.6405023410916328, "decode.d8.loss_mask": 0.6945874392986298, "decode.d8.loss_dice": 0.931969153881073, "time": 0.5307223081588746, "memory": 7207, "step": 34450}
{"lr": 8.036626993686315e-06, "data_time": 0.00884263515472412, "grad_norm": 77.5904613494873, "loss": 28.552550792694092, "decode.loss_cls": 0.8347005248069763, "decode.loss_mask": 0.6806434571743012, "decode.loss_dice": 1.086559784412384, "decode.d0.loss_cls": 2.224275505542755, "decode.d0.loss_mask": 0.8013753950595855, "decode.d0.loss_dice": 1.2595034480094909, "decode.d1.loss_cls": 1.025968039035797, "decode.d1.loss_mask": 0.7117227554321289, "decode.d1.loss_dice": 1.1470213204622268, "decode.d2.loss_cls": 0.9260023832321167, "decode.d2.loss_mask": 0.7139129310846328, "decode.d2.loss_dice": 1.1597430020570756, "decode.d3.loss_cls": 0.869678157567978, "decode.d3.loss_mask": 0.6948323309421539, "decode.d3.loss_dice": 1.0957439094781876, "decode.d4.loss_cls": 0.8871382296085357, "decode.d4.loss_mask": 0.7051097184419632, "decode.d4.loss_dice": 1.1292990565299987, "decode.d5.loss_cls": 0.9007428884506226, "decode.d5.loss_mask": 0.6880370587110519, "decode.d5.loss_dice": 1.0994654506444932, "decode.d6.loss_cls": 0.8624753266572952, "decode.d6.loss_mask": 0.6794802367687225, "decode.d6.loss_dice": 1.0906682640314103, "decode.d7.loss_cls": 0.8432984709739685, "decode.d7.loss_mask": 0.6862937629222869, "decode.d7.loss_dice": 1.1181339174509048, "decode.d8.loss_cls": 0.8564336925745011, "decode.d8.loss_mask": 0.6843037694692612, "decode.d8.loss_dice": 1.0899878144264221, "time": 0.5319092512130738, "memory": 7216, "step": 34500}
{"lr": 8.033745277192974e-06, "data_time": 0.009218740463256835, "grad_norm": 95.36686477661132, "loss": 29.445488357543944, "decode.loss_cls": 0.7651132851839065, "decode.loss_mask": 0.8236855506896973, "decode.loss_dice": 1.1222928315401077, "decode.d0.loss_cls": 2.3557095289230348, "decode.d0.loss_mask": 0.9053153067827224, "decode.d0.loss_dice": 1.3216537714004517, "decode.d1.loss_cls": 0.998066422343254, "decode.d1.loss_mask": 0.8514866262674332, "decode.d1.loss_dice": 1.2010915189981461, "decode.d2.loss_cls": 0.887205395102501, "decode.d2.loss_mask": 0.824055403470993, "decode.d2.loss_dice": 1.1736734688282013, "decode.d3.loss_cls": 0.7953389823436737, "decode.d3.loss_mask": 0.823140561580658, "decode.d3.loss_dice": 1.0736254841089248, "decode.d4.loss_cls": 0.7643344521522522, "decode.d4.loss_mask": 0.7818737924098969, "decode.d4.loss_dice": 1.0900359928607941, "decode.d5.loss_cls": 0.8227249696850777, "decode.d5.loss_mask": 0.7956137299537659, "decode.d5.loss_dice": 1.114341175556183, "decode.d6.loss_cls": 0.7777221307158471, "decode.d6.loss_mask": 0.8227915197610856, "decode.d6.loss_dice": 1.122070848941803, "decode.d7.loss_cls": 0.7710128471255302, "decode.d7.loss_mask": 0.8263271301984787, "decode.d7.loss_dice": 1.1181107252836227, "decode.d8.loss_cls": 0.7808885410428047, "decode.d8.loss_mask": 0.8256354242563247, "decode.d8.loss_dice": 1.1105514407157897, "time": 0.5310672521591187, "memory": 7223, "step": 34550}
{"lr": 8.030863445842155e-06, "data_time": 0.009299421310424804, "grad_norm": 87.12810440063477, "loss": 27.48474760055542, "decode.loss_cls": 0.7137064293026925, "decode.loss_mask": 0.728779336810112, "decode.loss_dice": 1.1216761708259582, "decode.d0.loss_cls": 2.1214946627616884, "decode.d0.loss_mask": 0.7640487551689148, "decode.d0.loss_dice": 1.2574894309043885, "decode.d1.loss_cls": 0.9020397871732712, "decode.d1.loss_mask": 0.7432626694440841, "decode.d1.loss_dice": 1.2496570646762848, "decode.d2.loss_cls": 0.7878216117620468, "decode.d2.loss_mask": 0.7394670665264129, "decode.d2.loss_dice": 1.1403326392173767, "decode.d3.loss_cls": 0.7046447157859802, "decode.d3.loss_mask": 0.7169145107269287, "decode.d3.loss_dice": 1.1183227479457856, "decode.d4.loss_cls": 0.7429037809371948, "decode.d4.loss_mask": 0.7177182406187057, "decode.d4.loss_dice": 1.1257951200008391, "decode.d5.loss_cls": 0.6866759151220322, "decode.d5.loss_mask": 0.7270535469055176, "decode.d5.loss_dice": 1.1068394124507903, "decode.d6.loss_cls": 0.6728572219610214, "decode.d6.loss_mask": 0.7161048084497452, "decode.d6.loss_dice": 1.0970614433288575, "decode.d7.loss_cls": 0.7076315730810165, "decode.d7.loss_mask": 0.719679057598114, "decode.d7.loss_dice": 1.0839661300182342, "decode.d8.loss_cls": 0.7169587120413781, "decode.d8.loss_mask": 0.7446103930473328, "decode.d8.loss_dice": 1.1092350900173187, "time": 0.5588099479675293, "memory": 7236, "step": 34600}
{"lr": 8.027981499583476e-06, "data_time": 0.009082221984863281, "grad_norm": 79.82241706848144, "loss": 33.82696018218994, "decode.loss_cls": 0.6925406068563461, "decode.loss_mask": 0.9495296657085419, "decode.loss_dice": 1.4330162584781647, "decode.d0.loss_cls": 2.2545960903167725, "decode.d0.loss_mask": 1.1065318882465363, "decode.d0.loss_dice": 1.7454389691352845, "decode.d1.loss_cls": 0.91376111805439, "decode.d1.loss_mask": 0.9987549692392349, "decode.d1.loss_dice": 1.5421883821487428, "decode.d2.loss_cls": 0.7700884073972702, "decode.d2.loss_mask": 1.0213720142841338, "decode.d2.loss_dice": 1.5330461144447327, "decode.d3.loss_cls": 0.7641687154769897, "decode.d3.loss_mask": 0.9741433650255203, "decode.d3.loss_dice": 1.4490884602069856, "decode.d4.loss_cls": 0.772174845635891, "decode.d4.loss_mask": 0.9658625692129135, "decode.d4.loss_dice": 1.4619997143745422, "decode.d5.loss_cls": 0.6590736776590347, "decode.d5.loss_mask": 1.0125990808010101, "decode.d5.loss_dice": 1.5075395107269287, "decode.d6.loss_cls": 0.6419694796204567, "decode.d6.loss_mask": 1.0006381750106812, "decode.d6.loss_dice": 1.4625784516334535, "decode.d7.loss_cls": 0.6348615497350693, "decode.d7.loss_mask": 0.9852597534656524, "decode.d7.loss_dice": 1.4608990371227264, "decode.d8.loss_cls": 0.6534532085061073, "decode.d8.loss_mask": 0.967849326133728, "decode.d8.loss_dice": 1.4919346868991852, "time": 0.53154296875, "memory": 7262, "step": 34650}
{"lr": 8.025099438366533e-06, "data_time": 0.008973264694213867, "grad_norm": 78.04043884277344, "loss": 26.196728897094726, "decode.loss_cls": 0.7146096289157867, "decode.loss_mask": 0.6154605478048325, "decode.loss_dice": 1.05902441740036, "decode.d0.loss_cls": 2.4729519724845885, "decode.d0.loss_mask": 0.6711029052734375, "decode.d0.loss_dice": 1.2001338124275207, "decode.d1.loss_cls": 0.8990340650081634, "decode.d1.loss_mask": 0.602102643251419, "decode.d1.loss_dice": 1.1146179854869842, "decode.d2.loss_cls": 0.8544368743896484, "decode.d2.loss_mask": 0.5972221761941909, "decode.d2.loss_dice": 1.0674595475196837, "decode.d3.loss_cls": 0.7657907605171204, "decode.d3.loss_mask": 0.6029034078121185, "decode.d3.loss_dice": 1.0718365758657455, "decode.d4.loss_cls": 0.7649843007326126, "decode.d4.loss_mask": 0.5873398542404175, "decode.d4.loss_dice": 1.033715483546257, "decode.d5.loss_cls": 0.7664716333150864, "decode.d5.loss_mask": 0.5859613716602325, "decode.d5.loss_dice": 1.010771894454956, "decode.d6.loss_cls": 0.7382362157106399, "decode.d6.loss_mask": 0.5856865733861923, "decode.d6.loss_dice": 1.026686218380928, "decode.d7.loss_cls": 0.739721593260765, "decode.d7.loss_mask": 0.5904021322727203, "decode.d7.loss_dice": 1.0336231619119645, "decode.d8.loss_cls": 0.76359903216362, "decode.d8.loss_mask": 0.6078764081001282, "decode.d8.loss_dice": 1.052966406941414, "time": 0.5335131406784057, "memory": 7186, "step": 34700}
{"lr": 8.022217262140855e-06, "data_time": 0.008967375755310059, "grad_norm": 101.63310241699219, "loss": 30.83610954284668, "decode.loss_cls": 0.7658068493008614, "decode.loss_mask": 0.8042599767446518, "decode.loss_dice": 1.2876733273267746, "decode.d0.loss_cls": 2.2258720636367797, "decode.d0.loss_mask": 0.828681829571724, "decode.d0.loss_dice": 1.4450945287942887, "decode.d1.loss_cls": 0.9270847335457801, "decode.d1.loss_mask": 0.8097800612449646, "decode.d1.loss_dice": 1.3645213931798934, "decode.d2.loss_cls": 0.8585682108998298, "decode.d2.loss_mask": 0.8061334908008575, "decode.d2.loss_dice": 1.3368554800748824, "decode.d3.loss_cls": 0.8498953565955162, "decode.d3.loss_mask": 0.7886819183826447, "decode.d3.loss_dice": 1.2744641542434691, "decode.d4.loss_cls": 0.8486404418945312, "decode.d4.loss_mask": 0.7836129873991012, "decode.d4.loss_dice": 1.2942216277122498, "decode.d5.loss_cls": 0.8291873186826706, "decode.d5.loss_mask": 0.7814656645059586, "decode.d5.loss_dice": 1.2818906515836717, "decode.d6.loss_cls": 0.809616707265377, "decode.d6.loss_mask": 0.797203141450882, "decode.d6.loss_dice": 1.2813371479511262, "decode.d7.loss_cls": 0.8080465883016587, "decode.d7.loss_mask": 0.8070577472448349, "decode.d7.loss_dice": 1.2905762314796447, "decode.d8.loss_cls": 0.7426079913973809, "decode.d8.loss_mask": 0.8046331971883773, "decode.d8.loss_dice": 1.3026395589113235, "time": 0.5326093435287476, "memory": 7226, "step": 34750}
{"lr": 8.019334970855941e-06, "data_time": 0.009163236618041993, "grad_norm": 88.96587600708008, "loss": 32.24579916000366, "decode.loss_cls": 0.8850560247898102, "decode.loss_mask": 0.8069753646850586, "decode.loss_dice": 1.2775037199258805, "decode.d0.loss_cls": 2.515586817264557, "decode.d0.loss_mask": 0.8269272387027741, "decode.d0.loss_dice": 1.5562105417251586, "decode.d1.loss_cls": 1.097370418906212, "decode.d1.loss_mask": 0.815911665558815, "decode.d1.loss_dice": 1.421407625079155, "decode.d2.loss_cls": 1.010149171948433, "decode.d2.loss_mask": 0.7907728135585785, "decode.d2.loss_dice": 1.3342616498470306, "decode.d3.loss_cls": 0.9712983667850494, "decode.d3.loss_mask": 0.7764487862586975, "decode.d3.loss_dice": 1.2790826708078384, "decode.d4.loss_cls": 0.9360088497400284, "decode.d4.loss_mask": 0.7790175586938858, "decode.d4.loss_dice": 1.2986287087202073, "decode.d5.loss_cls": 0.9456059515476227, "decode.d5.loss_mask": 0.7832931905984879, "decode.d5.loss_dice": 1.2904382020235061, "decode.d6.loss_cls": 0.9078511446714401, "decode.d6.loss_mask": 0.785415980219841, "decode.d6.loss_dice": 1.2332687765359878, "decode.d7.loss_cls": 0.9077696233987809, "decode.d7.loss_mask": 0.7787906348705291, "decode.d7.loss_dice": 1.2672218918800353, "decode.d8.loss_cls": 0.9170365333557129, "decode.d8.loss_mask": 0.7996671974658967, "decode.d8.loss_dice": 1.2508233904838562, "time": 0.5575089931488038, "memory": 7234, "step": 34800}
{"lr": 8.016452564461246e-06, "data_time": 0.009210538864135743, "grad_norm": 87.49054870605468, "loss": 33.12787780761719, "decode.loss_cls": 0.9774771362543107, "decode.loss_mask": 0.8150359958410263, "decode.loss_dice": 1.2789226830005647, "decode.d0.loss_cls": 2.4640928745269775, "decode.d0.loss_mask": 0.9388086438179016, "decode.d0.loss_dice": 1.4726133227348328, "decode.d1.loss_cls": 1.1557917177677155, "decode.d1.loss_mask": 0.8991391003131867, "decode.d1.loss_dice": 1.3437343418598175, "decode.d2.loss_cls": 1.031478577852249, "decode.d2.loss_mask": 0.8626366883516312, "decode.d2.loss_dice": 1.3024291753768922, "decode.d3.loss_cls": 1.0302523046731948, "decode.d3.loss_mask": 0.8350385814905167, "decode.d3.loss_dice": 1.2868839144706725, "decode.d4.loss_cls": 0.9529618054628373, "decode.d4.loss_mask": 0.9007207959890365, "decode.d4.loss_dice": 1.3254558205604554, "decode.d5.loss_cls": 0.9446893453598022, "decode.d5.loss_mask": 0.8497102081775665, "decode.d5.loss_dice": 1.2954695999622345, "decode.d6.loss_cls": 0.9683261901140213, "decode.d6.loss_mask": 0.8161193579435349, "decode.d6.loss_dice": 1.2652560472488403, "decode.d7.loss_cls": 0.9378559678792954, "decode.d7.loss_mask": 0.8187119513750076, "decode.d7.loss_dice": 1.2740456342697144, "decode.d8.loss_cls": 0.9873609721660614, "decode.d8.loss_mask": 0.8203436732292175, "decode.d8.loss_dice": 1.2765144467353822, "time": 0.531215238571167, "memory": 7245, "step": 34850}
{"lr": 8.01357004290618e-06, "data_time": 0.009334826469421386, "grad_norm": 82.35131607055663, "loss": 26.94843273162842, "decode.loss_cls": 0.8083987817168236, "decode.loss_mask": 0.7728098005056381, "decode.loss_dice": 0.8820649594068527, "decode.d0.loss_cls": 2.43072909116745, "decode.d0.loss_mask": 0.836593645811081, "decode.d0.loss_dice": 0.9821937054395675, "decode.d1.loss_cls": 1.059281052649021, "decode.d1.loss_mask": 0.7463255614042282, "decode.d1.loss_dice": 0.9257434219121933, "decode.d2.loss_cls": 0.9329836815595627, "decode.d2.loss_mask": 0.7436862826347351, "decode.d2.loss_dice": 0.9013636589050293, "decode.d3.loss_cls": 0.8461210548877716, "decode.d3.loss_mask": 0.7603137224912644, "decode.d3.loss_dice": 0.9071639150381088, "decode.d4.loss_cls": 0.8104170143604279, "decode.d4.loss_mask": 0.7462365895509719, "decode.d4.loss_dice": 0.8926047205924987, "decode.d5.loss_cls": 0.857615877687931, "decode.d5.loss_mask": 0.7660441517829895, "decode.d5.loss_dice": 0.9027334988117218, "decode.d6.loss_cls": 0.832958598434925, "decode.d6.loss_mask": 0.7571586936712265, "decode.d6.loss_dice": 0.8864654541015625, "decode.d7.loss_cls": 0.8279482409358024, "decode.d7.loss_mask": 0.7604919642210006, "decode.d7.loss_dice": 0.8862866193056107, "decode.d8.loss_cls": 0.8254863247275352, "decode.d8.loss_mask": 0.7745180577039719, "decode.d8.loss_dice": 0.8856933891773224, "time": 0.5350570440292358, "memory": 7196, "step": 34900}
{"lr": 8.010687406140115e-06, "data_time": 0.009313702583312988, "grad_norm": 91.56121597290038, "loss": 25.079000759124757, "decode.loss_cls": 0.6082438811659813, "decode.loss_mask": 0.5583012670278549, "decode.loss_dice": 1.0691768154501915, "decode.d0.loss_cls": 2.1789691925048826, "decode.d0.loss_mask": 0.6555425867438316, "decode.d0.loss_dice": 1.2458083838224412, "decode.d1.loss_cls": 0.7961751401424408, "decode.d1.loss_mask": 0.6355472862720489, "decode.d1.loss_dice": 1.120993074774742, "decode.d2.loss_cls": 0.6874532669782638, "decode.d2.loss_mask": 0.6451680645346641, "decode.d2.loss_dice": 1.118262904882431, "decode.d3.loss_cls": 0.7005478546023369, "decode.d3.loss_mask": 0.5523025035858155, "decode.d3.loss_dice": 1.0763441503047944, "decode.d4.loss_cls": 0.6871572107076644, "decode.d4.loss_mask": 0.5729028552770614, "decode.d4.loss_dice": 1.0995946824550629, "decode.d5.loss_cls": 0.659768357872963, "decode.d5.loss_mask": 0.5586654901504516, "decode.d5.loss_dice": 1.0735558897256852, "decode.d6.loss_cls": 0.7029749736189842, "decode.d6.loss_mask": 0.5647221803665161, "decode.d6.loss_dice": 1.0536998450756072, "decode.d7.loss_cls": 0.6541407138109208, "decode.d7.loss_mask": 0.5601309895515442, "decode.d7.loss_dice": 1.0264147698879242, "decode.d8.loss_cls": 0.6018357396125793, "decode.d8.loss_mask": 0.5685340717434884, "decode.d8.loss_dice": 1.0460669815540313, "time": 0.5599707365036011, "memory": 7223, "step": 34950}
{"lr": 8.007804654112375e-06, "data_time": 0.009399747848510743, "grad_norm": 90.29638442993163, "loss": 22.015602779388427, "decode.loss_cls": 0.5478804647922516, "decode.loss_mask": 0.6591792210936547, "decode.loss_dice": 0.7633662700653077, "decode.d0.loss_cls": 2.0266987919807433, "decode.d0.loss_mask": 0.7082482933998108, "decode.d0.loss_dice": 0.9413694083690644, "decode.d1.loss_cls": 0.7544369131326676, "decode.d1.loss_mask": 0.6925078317523002, "decode.d1.loss_dice": 0.8733224377036095, "decode.d2.loss_cls": 0.6278474599123001, "decode.d2.loss_mask": 0.6808073878288269, "decode.d2.loss_dice": 0.7939996793866158, "decode.d3.loss_cls": 0.5548926703631878, "decode.d3.loss_mask": 0.667039330303669, "decode.d3.loss_dice": 0.7827888175845146, "decode.d4.loss_cls": 0.5661073617637158, "decode.d4.loss_mask": 0.6658358201384544, "decode.d4.loss_dice": 0.7828280732035637, "decode.d5.loss_cls": 0.5511703222990036, "decode.d5.loss_mask": 0.6675284832715989, "decode.d5.loss_dice": 0.778369702398777, "decode.d6.loss_cls": 0.5712312921881676, "decode.d6.loss_mask": 0.6458368927240372, "decode.d6.loss_dice": 0.7363229662179946, "decode.d7.loss_cls": 0.5896871238946915, "decode.d7.loss_mask": 0.6567321568727493, "decode.d7.loss_dice": 0.7520930156111717, "decode.d8.loss_cls": 0.5717137075960637, "decode.d8.loss_mask": 0.6503773391246795, "decode.d8.loss_dice": 0.7553826808929444, "time": 0.5562804460525512, "memory": 7296, "step": 35000}
{"aAcc": 82.5, "mIoU": 49.83, "mAcc": 64.34, "data_time": 0.0019254855425709272, "time": 0.1840368419054495, "step": 35000}
{"lr": 8.004921786772246e-06, "data_time": 0.009418630599975586, "grad_norm": 95.88711166381836, "loss": 30.6639741897583, "decode.loss_cls": 0.9185964569449425, "decode.loss_mask": 0.8205093592405319, "decode.loss_dice": 1.052502128481865, "decode.d0.loss_cls": 2.4246444582939146, "decode.d0.loss_mask": 0.9674736082553863, "decode.d0.loss_dice": 1.2718038320541383, "decode.d1.loss_cls": 1.113482230901718, "decode.d1.loss_mask": 0.8966962218284606, "decode.d1.loss_dice": 1.1476679772138596, "decode.d2.loss_cls": 1.0666510879993438, "decode.d2.loss_mask": 0.8332726627588272, "decode.d2.loss_dice": 1.0997631818056106, "decode.d3.loss_cls": 0.9618473306298256, "decode.d3.loss_mask": 0.8502428382635117, "decode.d3.loss_dice": 1.0612154334783555, "decode.d4.loss_cls": 0.9602865308523179, "decode.d4.loss_mask": 0.8371190071105957, "decode.d4.loss_dice": 1.0674279630184174, "decode.d5.loss_cls": 0.9882451504468918, "decode.d5.loss_mask": 0.8223991960287094, "decode.d5.loss_dice": 1.0729286253452301, "decode.d6.loss_cls": 0.9745986700057984, "decode.d6.loss_mask": 0.7937786698341369, "decode.d6.loss_dice": 1.0481824696063995, "decode.d7.loss_cls": 0.9114593371748925, "decode.d7.loss_mask": 0.8223085343837738, "decode.d7.loss_dice": 1.0583063781261444, "decode.d8.loss_cls": 0.8891448065638542, "decode.d8.loss_mask": 0.8388485014438629, "decode.d8.loss_dice": 1.092571273446083, "time": 0.5302568912506104, "memory": 7179, "step": 35050}
{"lr": 8.002038804068962e-06, "data_time": 0.009125089645385743, "grad_norm": 90.18414497375488, "loss": 27.5205078125, "decode.loss_cls": 0.715197941660881, "decode.loss_mask": 0.7877568781375885, "decode.loss_dice": 1.025440126657486, "decode.d0.loss_cls": 2.33924400806427, "decode.d0.loss_mask": 0.7760122627019882, "decode.d0.loss_dice": 1.1271852940320968, "decode.d1.loss_cls": 0.905080509185791, "decode.d1.loss_mask": 0.8234127044677735, "decode.d1.loss_dice": 1.0944788664579392, "decode.d2.loss_cls": 0.8408803761005401, "decode.d2.loss_mask": 0.7798872768878937, "decode.d2.loss_dice": 1.0290792554616928, "decode.d3.loss_cls": 0.7877833843231201, "decode.d3.loss_mask": 0.7745658874511718, "decode.d3.loss_dice": 0.983272710442543, "decode.d4.loss_cls": 0.7281046360731125, "decode.d4.loss_mask": 0.7718995571136474, "decode.d4.loss_dice": 1.0023725301027298, "decode.d5.loss_cls": 0.7165896564722061, "decode.d5.loss_mask": 0.7939343333244324, "decode.d5.loss_dice": 1.0173126131296157, "decode.d6.loss_cls": 0.7913341656327247, "decode.d6.loss_mask": 0.7927153468132019, "decode.d6.loss_dice": 1.014621764421463, "decode.d7.loss_cls": 0.7311768993735314, "decode.d7.loss_mask": 0.7880609035491943, "decode.d7.loss_dice": 1.0065920621156692, "decode.d8.loss_cls": 0.7693579584360123, "decode.d8.loss_mask": 0.7920411705970765, "decode.d8.loss_dice": 1.0151158213615417, "time": 0.5290384769439698, "memory": 7277, "step": 35100}
{"lr": 7.999155705951734e-06, "data_time": 0.009210038185119628, "grad_norm": 83.57680130004883, "loss": 25.1494722366333, "decode.loss_cls": 0.5912153452634812, "decode.loss_mask": 0.7018414825201035, "decode.loss_dice": 0.9661794677376747, "decode.d0.loss_cls": 2.2007611751556397, "decode.d0.loss_mask": 0.7762293875217438, "decode.d0.loss_dice": 1.1480417847633362, "decode.d1.loss_cls": 0.7327427238225936, "decode.d1.loss_mask": 0.7702684432268143, "decode.d1.loss_dice": 1.0983977496623993, "decode.d2.loss_cls": 0.6569086104631424, "decode.d2.loss_mask": 0.7254462212324142, "decode.d2.loss_dice": 1.0295486867427825, "decode.d3.loss_cls": 0.563364452123642, "decode.d3.loss_mask": 0.7233989775180817, "decode.d3.loss_dice": 1.0404920041561128, "decode.d4.loss_cls": 0.5707260519266129, "decode.d4.loss_mask": 0.7041278511285782, "decode.d4.loss_dice": 1.018631601333618, "decode.d5.loss_cls": 0.5904184430837631, "decode.d5.loss_mask": 0.6847441613674163, "decode.d5.loss_dice": 1.0155870020389557, "decode.d6.loss_cls": 0.6510695695877076, "decode.d6.loss_mask": 0.6638519793748856, "decode.d6.loss_dice": 0.9890029340982437, "decode.d7.loss_cls": 0.6160451322793961, "decode.d7.loss_mask": 0.6653839856386184, "decode.d7.loss_dice": 0.9883932948112488, "decode.d8.loss_cls": 0.5931041896343231, "decode.d8.loss_mask": 0.6752921104431152, "decode.d8.loss_dice": 0.9982579320669174, "time": 0.5573770761489868, "memory": 7302, "step": 35150}
{"lr": 7.996272492369708e-06, "data_time": 0.00906386375427246, "grad_norm": 93.58512725830079, "loss": 35.84797925949097, "decode.loss_cls": 1.1158620104193688, "decode.loss_mask": 0.8035741239786148, "decode.loss_dice": 1.4477497577667235, "decode.d0.loss_cls": 2.4906807780265807, "decode.d0.loss_mask": 0.846185177564621, "decode.d0.loss_dice": 1.671888667345047, "decode.d1.loss_cls": 1.3085835322737693, "decode.d1.loss_mask": 0.7945451617240906, "decode.d1.loss_dice": 1.5285351812839507, "decode.d2.loss_cls": 1.2940889284014703, "decode.d2.loss_mask": 0.8084664404392242, "decode.d2.loss_dice": 1.5015914738178253, "decode.d3.loss_cls": 1.1938821524381638, "decode.d3.loss_mask": 0.7738863885402679, "decode.d3.loss_dice": 1.460102277994156, "decode.d4.loss_cls": 1.1440679088234902, "decode.d4.loss_mask": 0.7686652183532715, "decode.d4.loss_dice": 1.4759620547294616, "decode.d5.loss_cls": 1.1667174711823463, "decode.d5.loss_mask": 0.7807227849960328, "decode.d5.loss_dice": 1.4669005453586579, "decode.d6.loss_cls": 1.1072535529732703, "decode.d6.loss_mask": 0.782132339477539, "decode.d6.loss_dice": 1.4522392749786377, "decode.d7.loss_cls": 1.0990635111927987, "decode.d7.loss_mask": 0.7875536292791366, "decode.d7.loss_dice": 1.4136375844478608, "decode.d8.loss_cls": 1.0810688734054565, "decode.d8.loss_mask": 0.827243572473526, "decode.d8.loss_dice": 1.4551289796829223, "time": 0.5527802228927612, "memory": 7237, "step": 35200}
{"lr": 7.993389163271994e-06, "data_time": 0.009293246269226074, "grad_norm": 87.65391159057617, "loss": 23.267465591430664, "decode.loss_cls": 0.7427306979894638, "decode.loss_mask": 0.6323700904846191, "decode.loss_dice": 0.7619677804410457, "decode.d0.loss_cls": 1.8985697507858277, "decode.d0.loss_mask": 0.6881725043058395, "decode.d0.loss_dice": 0.9103783160448075, "decode.d1.loss_cls": 0.8604525282979012, "decode.d1.loss_mask": 0.6611815989017487, "decode.d1.loss_dice": 0.8435994610190392, "decode.d2.loss_cls": 0.7909438982605934, "decode.d2.loss_mask": 0.6683168321847915, "decode.d2.loss_dice": 0.8148960441350936, "decode.d3.loss_cls": 0.7492285951972008, "decode.d3.loss_mask": 0.6599286362528801, "decode.d3.loss_dice": 0.8007344760000705, "decode.d4.loss_cls": 0.6985888957977295, "decode.d4.loss_mask": 0.6621019750833511, "decode.d4.loss_dice": 0.7922471858561039, "decode.d5.loss_cls": 0.7626897633075714, "decode.d5.loss_mask": 0.6572402983903884, "decode.d5.loss_dice": 0.7674149215221405, "decode.d6.loss_cls": 0.7607151508331299, "decode.d6.loss_mask": 0.6384649321436882, "decode.d6.loss_dice": 0.7653410032391548, "decode.d7.loss_cls": 0.7401983991265297, "decode.d7.loss_mask": 0.6243202865123749, "decode.d7.loss_dice": 0.7800654038786888, "decode.d8.loss_cls": 0.7369540244340896, "decode.d8.loss_mask": 0.619572126865387, "decode.d8.loss_dice": 0.77807896733284, "time": 0.5281095504760742, "memory": 7207, "step": 35250}
{"lr": 7.990505718607675e-06, "data_time": 0.009278559684753418, "grad_norm": 83.33836059570312, "loss": 30.93382978439331, "decode.loss_cls": 1.050682830810547, "decode.loss_mask": 0.7158876895904541, "decode.loss_dice": 1.084419357776642, "decode.d0.loss_cls": 2.42214457988739, "decode.d0.loss_mask": 0.7570973962545395, "decode.d0.loss_dice": 1.287841907143593, "decode.d1.loss_cls": 1.2364617377519607, "decode.d1.loss_mask": 0.7874754846096039, "decode.d1.loss_dice": 1.2215548992156982, "decode.d2.loss_cls": 1.0454706788063048, "decode.d2.loss_mask": 0.7614397555589676, "decode.d2.loss_dice": 1.180116817355156, "decode.d3.loss_cls": 1.1267636656761169, "decode.d3.loss_mask": 0.7846846759319306, "decode.d3.loss_dice": 1.1448538571596145, "decode.d4.loss_cls": 1.0973673582077026, "decode.d4.loss_mask": 0.7471227139234543, "decode.d4.loss_dice": 1.1124927014112473, "decode.d5.loss_cls": 1.0122709810733794, "decode.d5.loss_mask": 0.7585666611790657, "decode.d5.loss_dice": 1.1233097791671753, "decode.d6.loss_cls": 1.0209630578756332, "decode.d6.loss_mask": 0.746491089463234, "decode.d6.loss_dice": 1.114093866944313, "decode.d7.loss_cls": 0.9779844224452973, "decode.d7.loss_mask": 0.7215946644544602, "decode.d7.loss_dice": 1.1168843865394593, "decode.d8.loss_cls": 0.9300699770450592, "decode.d8.loss_mask": 0.7271604090929031, "decode.d8.loss_dice": 1.120563167333603, "time": 0.5279160737991333, "memory": 7304, "step": 35300}
{"lr": 7.987622158325769e-06, "data_time": 0.009178090095520019, "grad_norm": 85.17746124267578, "loss": 35.214945030212405, "decode.loss_cls": 0.8964548677206039, "decode.loss_mask": 0.8551840305328369, "decode.loss_dice": 1.4925482362508773, "decode.d0.loss_cls": 2.460481953620911, "decode.d0.loss_mask": 0.9528045177459716, "decode.d0.loss_dice": 1.6949056446552277, "decode.d1.loss_cls": 1.1270476788282395, "decode.d1.loss_mask": 0.9208878397941589, "decode.d1.loss_dice": 1.5682803839445114, "decode.d2.loss_cls": 1.0697922259569168, "decode.d2.loss_mask": 0.8586735427379608, "decode.d2.loss_dice": 1.5481977194547654, "decode.d3.loss_cls": 0.9661195486783981, "decode.d3.loss_mask": 0.8589432924985886, "decode.d3.loss_dice": 1.4962697863578795, "decode.d4.loss_cls": 0.9336676716804504, "decode.d4.loss_mask": 0.844195768237114, "decode.d4.loss_dice": 1.4912192791700363, "decode.d5.loss_cls": 0.9824636250734329, "decode.d5.loss_mask": 0.8483737796545029, "decode.d5.loss_dice": 1.4739556014537811, "decode.d6.loss_cls": 0.889598497748375, "decode.d6.loss_mask": 0.8664425015449524, "decode.d6.loss_dice": 1.493558144569397, "decode.d7.loss_cls": 0.9500340342521667, "decode.d7.loss_mask": 0.8550211727619171, "decode.d7.loss_dice": 1.4945473164319991, "decode.d8.loss_cls": 0.9919121116399765, "decode.d8.loss_mask": 0.8517473042011261, "decode.d8.loss_dice": 1.4816165506839751, "time": 0.5531396865844727, "memory": 7219, "step": 35350}
{"lr": 7.984738482375264e-06, "data_time": 0.009198641777038575, "grad_norm": 83.23129310607911, "loss": 25.801574325561525, "decode.loss_cls": 0.8272029474377632, "decode.loss_mask": 0.6125386357307434, "decode.loss_dice": 0.9008909374475479, "decode.d0.loss_cls": 2.399441123008728, "decode.d0.loss_mask": 0.7047020122408867, "decode.d0.loss_dice": 1.0832906514406204, "decode.d1.loss_cls": 0.9650479778647423, "decode.d1.loss_mask": 0.7057675123214722, "decode.d1.loss_dice": 0.9854293674230575, "decode.d2.loss_cls": 0.8192863777279854, "decode.d2.loss_mask": 0.6405292510986328, "decode.d2.loss_dice": 0.9147203400731087, "decode.d3.loss_cls": 0.8378046810626983, "decode.d3.loss_mask": 0.6359971851110459, "decode.d3.loss_dice": 0.9028916999697685, "decode.d4.loss_cls": 0.8077130064368248, "decode.d4.loss_mask": 0.634485074877739, "decode.d4.loss_dice": 0.9116938948631287, "decode.d5.loss_cls": 0.8359013259410858, "decode.d5.loss_mask": 0.6417648881673813, "decode.d5.loss_dice": 0.9232768416404724, "decode.d6.loss_cls": 0.8343036040663719, "decode.d6.loss_mask": 0.6153364092111587, "decode.d6.loss_dice": 0.9184654101729393, "decode.d7.loss_cls": 0.8704881832003594, "decode.d7.loss_mask": 0.6129859745502472, "decode.d7.loss_dice": 0.9153375685214996, "decode.d8.loss_cls": 0.824069581925869, "decode.d8.loss_mask": 0.6105398446321487, "decode.d8.loss_dice": 0.909673134982586, "time": 0.5283885955810547, "memory": 7176, "step": 35400}
{"lr": 7.981854690705104e-06, "data_time": 0.009203958511352538, "grad_norm": 90.7533073425293, "loss": 23.259251022338866, "decode.loss_cls": 0.6603527747094631, "decode.loss_mask": 0.6100011467933655, "decode.loss_dice": 0.850175316631794, "decode.d0.loss_cls": 2.124543285369873, "decode.d0.loss_mask": 0.6492882013320923, "decode.d0.loss_dice": 0.9714615538716316, "decode.d1.loss_cls": 0.7150848388671875, "decode.d1.loss_mask": 0.6674136459827423, "decode.d1.loss_dice": 0.9216167479753494, "decode.d2.loss_cls": 0.6137425616383553, "decode.d2.loss_mask": 0.6749410510063172, "decode.d2.loss_dice": 0.9012284740805626, "decode.d3.loss_cls": 0.6173958964645863, "decode.d3.loss_mask": 0.653775641322136, "decode.d3.loss_dice": 0.8624586045742035, "decode.d4.loss_cls": 0.6225103333592414, "decode.d4.loss_mask": 0.6657219976186752, "decode.d4.loss_dice": 0.8680335775017738, "decode.d5.loss_cls": 0.6552125930786132, "decode.d5.loss_mask": 0.6391571372747421, "decode.d5.loss_dice": 0.8628415614366531, "decode.d6.loss_cls": 0.667999430000782, "decode.d6.loss_mask": 0.6336879253387451, "decode.d6.loss_dice": 0.8451166212558746, "decode.d7.loss_cls": 0.6604043141007423, "decode.d7.loss_mask": 0.6274236530065537, "decode.d7.loss_dice": 0.8636370688676834, "decode.d8.loss_cls": 0.7022835098206996, "decode.d8.loss_mask": 0.6108218282461166, "decode.d8.loss_dice": 0.8409197717905045, "time": 0.5275152444839477, "memory": 7223, "step": 35450}
{"lr": 7.978970783264181e-06, "data_time": 0.009031987190246582, "grad_norm": 92.44048805236817, "loss": 28.304398155212404, "decode.loss_cls": 0.7656398981809616, "decode.loss_mask": 0.8004322081804276, "decode.loss_dice": 1.0385684072971344, "decode.d0.loss_cls": 2.267965090274811, "decode.d0.loss_mask": 0.949483060836792, "decode.d0.loss_dice": 1.2061598479747773, "decode.d1.loss_cls": 0.8842365801334381, "decode.d1.loss_mask": 0.852660283446312, "decode.d1.loss_dice": 1.102837797999382, "decode.d2.loss_cls": 0.8594945996999741, "decode.d2.loss_mask": 0.8447758257389069, "decode.d2.loss_dice": 1.0564589083194733, "decode.d3.loss_cls": 0.849123877286911, "decode.d3.loss_mask": 0.776228004693985, "decode.d3.loss_dice": 1.0325916171073914, "decode.d4.loss_cls": 0.7507081836462021, "decode.d4.loss_mask": 0.8103211909532547, "decode.d4.loss_dice": 1.028921550512314, "decode.d5.loss_cls": 0.7616152584552764, "decode.d5.loss_mask": 0.8058769762516022, "decode.d5.loss_dice": 1.032502716779709, "decode.d6.loss_cls": 0.777720358967781, "decode.d6.loss_mask": 0.8094462513923645, "decode.d6.loss_dice": 1.017169213294983, "decode.d7.loss_cls": 0.7366848081350327, "decode.d7.loss_mask": 0.8134327352046966, "decode.d7.loss_dice": 1.0630897760391236, "decode.d8.loss_cls": 0.736323881149292, "decode.d8.loss_mask": 0.8183893442153931, "decode.d8.loss_dice": 1.055539357662201, "time": 0.5262997150421143, "memory": 7205, "step": 35500}
{"lr": 7.976086760001354e-06, "data_time": 0.009263944625854493, "grad_norm": 87.8821979522705, "loss": 33.58382167816162, "decode.loss_cls": 1.0446609079837799, "decode.loss_mask": 0.7503998279571533, "decode.loss_dice": 1.3267905324697495, "decode.d0.loss_cls": 2.5463634490966798, "decode.d0.loss_mask": 0.8071154713630676, "decode.d0.loss_dice": 1.5290860474109649, "decode.d1.loss_cls": 1.3046312749385833, "decode.d1.loss_mask": 0.7746495485305787, "decode.d1.loss_dice": 1.4292768865823746, "decode.d2.loss_cls": 1.1394638746976853, "decode.d2.loss_mask": 0.7378924086689949, "decode.d2.loss_dice": 1.3473174646496773, "decode.d3.loss_cls": 1.0392640501260757, "decode.d3.loss_mask": 0.7514236167073249, "decode.d3.loss_dice": 1.3824166774749755, "decode.d4.loss_cls": 1.0392241656780243, "decode.d4.loss_mask": 0.7573586240410805, "decode.d4.loss_dice": 1.3635573729872703, "decode.d5.loss_cls": 1.0965158820152283, "decode.d5.loss_mask": 0.7545281112194061, "decode.d5.loss_dice": 1.3768453478813172, "decode.d6.loss_cls": 1.0909845501184463, "decode.d6.loss_mask": 0.7438847243785858, "decode.d6.loss_dice": 1.3077748358249663, "decode.d7.loss_cls": 0.9850588381290436, "decode.d7.loss_mask": 0.7543582439422607, "decode.d7.loss_dice": 1.3145707637071609, "decode.d8.loss_cls": 1.0213831275701524, "decode.d8.loss_mask": 0.7526523858308792, "decode.d8.loss_dice": 1.3143728762865066, "time": 0.555580997467041, "memory": 7254, "step": 35550}
{"lr": 7.973202620865439e-06, "data_time": 0.009206295013427734, "grad_norm": 81.08543853759765, "loss": 38.05526857376098, "decode.loss_cls": 1.0694316506385804, "decode.loss_mask": 0.9460644811391831, "decode.loss_dice": 1.4532258570194245, "decode.d0.loss_cls": 2.734932726621628, "decode.d0.loss_mask": 1.0315516501665116, "decode.d0.loss_dice": 1.845195186138153, "decode.d1.loss_cls": 1.2931437730789184, "decode.d1.loss_mask": 0.9397181808948517, "decode.d1.loss_dice": 1.6086244344711305, "decode.d2.loss_cls": 1.2225775808095931, "decode.d2.loss_mask": 0.9478510797023774, "decode.d2.loss_dice": 1.546956980228424, "decode.d3.loss_cls": 1.2090118169784545, "decode.d3.loss_mask": 0.9481107413768768, "decode.d3.loss_dice": 1.5063900768756866, "decode.d4.loss_cls": 1.1659868031740188, "decode.d4.loss_mask": 0.9376977920532227, "decode.d4.loss_dice": 1.4615801692008972, "decode.d5.loss_cls": 1.1524384826421739, "decode.d5.loss_mask": 0.9386598706245423, "decode.d5.loss_dice": 1.4953693807125092, "decode.d6.loss_cls": 1.12658049762249, "decode.d6.loss_mask": 0.9389145493507385, "decode.d6.loss_dice": 1.4370083928108215, "decode.d7.loss_cls": 1.1248405635356904, "decode.d7.loss_mask": 0.931260147690773, "decode.d7.loss_dice": 1.4950063109397889, "decode.d8.loss_cls": 1.0838917821645737, "decode.d8.loss_mask": 0.9539657831192017, "decode.d8.loss_dice": 1.5092833518981934, "time": 0.5283434152603149, "memory": 7296, "step": 35600}
{"lr": 7.970318365805193e-06, "data_time": 0.009342002868652343, "grad_norm": 86.95494995117187, "loss": 23.728774499893188, "decode.loss_cls": 0.8063849344849586, "decode.loss_mask": 0.5520071879029274, "decode.loss_dice": 0.812509223818779, "decode.d0.loss_cls": 2.2781880021095278, "decode.d0.loss_mask": 0.5520273163914681, "decode.d0.loss_dice": 0.9356168702244758, "decode.d1.loss_cls": 0.9405124738812447, "decode.d1.loss_mask": 0.5704513132572174, "decode.d1.loss_dice": 0.8797974795103073, "decode.d2.loss_cls": 0.845671246945858, "decode.d2.loss_mask": 0.5767636656761169, "decode.d2.loss_dice": 0.8665107294917107, "decode.d3.loss_cls": 0.8620292842388153, "decode.d3.loss_mask": 0.5362800121307373, "decode.d3.loss_dice": 0.8362417295575142, "decode.d4.loss_cls": 0.9088193014264107, "decode.d4.loss_mask": 0.5387569800019264, "decode.d4.loss_dice": 0.7976394802331924, "decode.d5.loss_cls": 0.768622636795044, "decode.d5.loss_mask": 0.5561394810676574, "decode.d5.loss_dice": 0.8643548414111137, "decode.d6.loss_cls": 0.7913448467850686, "decode.d6.loss_mask": 0.5392378181219101, "decode.d6.loss_dice": 0.8027625948190689, "decode.d7.loss_cls": 0.7892935305833817, "decode.d7.loss_mask": 0.541549488902092, "decode.d7.loss_dice": 0.8267908304929733, "decode.d8.loss_cls": 0.7848595723509788, "decode.d8.loss_mask": 0.5439717784523964, "decode.d8.loss_dice": 0.8236398875713349, "time": 0.526094388961792, "memory": 7263, "step": 35650}
{"lr": 7.967433994769347e-06, "data_time": 0.009435558319091797, "grad_norm": 93.79521865844727, "loss": 30.858281517028807, "decode.loss_cls": 1.066821703314781, "decode.loss_mask": 0.6809706643223763, "decode.loss_dice": 1.1300392612814902, "decode.d0.loss_cls": 2.562392234802246, "decode.d0.loss_mask": 0.7457656681537628, "decode.d0.loss_dice": 1.3808274775743485, "decode.d1.loss_cls": 1.2879198729991912, "decode.d1.loss_mask": 0.7257754549384117, "decode.d1.loss_dice": 1.2460026293992996, "decode.d2.loss_cls": 1.2110988944768906, "decode.d2.loss_mask": 0.6860680907964707, "decode.d2.loss_dice": 1.0965140849351882, "decode.d3.loss_cls": 1.0827075481414794, "decode.d3.loss_mask": 0.6845130726695061, "decode.d3.loss_dice": 1.0987810961902142, "decode.d4.loss_cls": 1.036115625500679, "decode.d4.loss_mask": 0.7085037648677825, "decode.d4.loss_dice": 1.1059374570846559, "decode.d5.loss_cls": 1.07174414396286, "decode.d5.loss_mask": 0.6682797506451607, "decode.d5.loss_dice": 1.1198101170361041, "decode.d6.loss_cls": 1.0723679661750793, "decode.d6.loss_mask": 0.6918833732604981, "decode.d6.loss_dice": 1.072029496729374, "decode.d7.loss_cls": 1.0501237988471985, "decode.d7.loss_mask": 0.657795037329197, "decode.d7.loss_dice": 1.1015632949769496, "decode.d8.loss_cls": 1.0712855726480484, "decode.d8.loss_mask": 0.6644827589392662, "decode.d8.loss_dice": 1.0801616601645947, "time": 0.5292176961898803, "memory": 7223, "step": 35700}
{"lr": 7.964549507706587e-06, "data_time": 0.00916743278503418, "grad_norm": 89.68705291748047, "loss": 34.65544967651367, "decode.loss_cls": 0.9367073819041252, "decode.loss_mask": 0.8716649055480957, "decode.loss_dice": 1.3310809016227723, "decode.d0.loss_cls": 2.5202569246292112, "decode.d0.loss_mask": 0.9513046324253083, "decode.d0.loss_dice": 1.670111072063446, "decode.d1.loss_cls": 1.2269052416086197, "decode.d1.loss_mask": 0.960701334476471, "decode.d1.loss_dice": 1.5462884843349456, "decode.d2.loss_cls": 1.0816922664642334, "decode.d2.loss_mask": 0.8707681238651276, "decode.d2.loss_dice": 1.3908782124519348, "decode.d3.loss_cls": 0.9837809592485428, "decode.d3.loss_mask": 0.8686632335186004, "decode.d3.loss_dice": 1.3661568224430085, "decode.d4.loss_cls": 1.01895831823349, "decode.d4.loss_mask": 0.8684012234210968, "decode.d4.loss_dice": 1.3997431337833404, "decode.d5.loss_cls": 1.0318046480417251, "decode.d5.loss_mask": 0.8753304362297059, "decode.d5.loss_dice": 1.3998990952968597, "decode.d6.loss_cls": 0.9480727210640907, "decode.d6.loss_mask": 0.8710565090179443, "decode.d6.loss_dice": 1.3752671241760255, "decode.d7.loss_cls": 0.9300926387310028, "decode.d7.loss_mask": 0.8658522009849549, "decode.d7.loss_dice": 1.3607347905635834, "decode.d8.loss_cls": 0.9261324346065521, "decode.d8.loss_mask": 0.8577518820762634, "decode.d8.loss_dice": 1.349390798807144, "time": 0.5527359962463378, "memory": 7240, "step": 35750}
{"lr": 7.961664904565548e-06, "data_time": 0.009204792976379394, "grad_norm": 92.1551414489746, "loss": 30.751948642730714, "decode.loss_cls": 1.0384875059127807, "decode.loss_mask": 0.6617126956582069, "decode.loss_dice": 1.1068099945783616, "decode.d0.loss_cls": 2.4601186513900757, "decode.d0.loss_mask": 0.8059091657400131, "decode.d0.loss_dice": 1.3811479479074478, "decode.d1.loss_cls": 1.0525991111993789, "decode.d1.loss_mask": 0.786074897646904, "decode.d1.loss_dice": 1.2817095637321472, "decode.d2.loss_cls": 1.0426108866930008, "decode.d2.loss_mask": 0.754065877199173, "decode.d2.loss_dice": 1.2102747112512589, "decode.d3.loss_cls": 0.9943346053361892, "decode.d3.loss_mask": 0.7294342219829559, "decode.d3.loss_dice": 1.1680886000394821, "decode.d4.loss_cls": 1.0129611045122147, "decode.d4.loss_mask": 0.6999567776918412, "decode.d4.loss_dice": 1.1704103499650955, "decode.d5.loss_cls": 1.0524767249822617, "decode.d5.loss_mask": 0.6806326270103454, "decode.d5.loss_dice": 1.1499274045228958, "decode.d6.loss_cls": 0.9965145200490951, "decode.d6.loss_mask": 0.6864952251315117, "decode.d6.loss_dice": 1.1566485166549683, "decode.d7.loss_cls": 1.0213362663984298, "decode.d7.loss_mask": 0.683739323914051, "decode.d7.loss_dice": 1.131321695446968, "decode.d8.loss_cls": 1.005967304110527, "decode.d8.loss_mask": 0.6854251474142075, "decode.d8.loss_dice": 1.1447579741477967, "time": 0.5285613059997558, "memory": 7218, "step": 35800}
{"lr": 7.958780185294823e-06, "data_time": 0.00933833122253418, "grad_norm": 96.64078140258789, "loss": 23.857335567474365, "decode.loss_cls": 0.6670422203838825, "decode.loss_mask": 0.6966628268361091, "decode.loss_dice": 0.8081553488969803, "decode.d0.loss_cls": 2.1155284643173218, "decode.d0.loss_mask": 0.7277606293559075, "decode.d0.loss_dice": 0.9813441544771194, "decode.d1.loss_cls": 0.8173996239900589, "decode.d1.loss_mask": 0.7103843852877617, "decode.d1.loss_dice": 0.8509619206190109, "decode.d2.loss_cls": 0.7927396789193153, "decode.d2.loss_mask": 0.7117744013667107, "decode.d2.loss_dice": 0.8523827403783798, "decode.d3.loss_cls": 0.7132322996854782, "decode.d3.loss_mask": 0.6931325346231461, "decode.d3.loss_dice": 0.8238000214099884, "decode.d4.loss_cls": 0.7442594215273857, "decode.d4.loss_mask": 0.6741433560848236, "decode.d4.loss_dice": 0.8193109184503555, "decode.d5.loss_cls": 0.7041208788752555, "decode.d5.loss_mask": 0.6705552592873574, "decode.d5.loss_dice": 0.8243049055337905, "decode.d6.loss_cls": 0.6629231855273247, "decode.d6.loss_mask": 0.6898465245962143, "decode.d6.loss_dice": 0.8217034786939621, "decode.d7.loss_cls": 0.6843223795294762, "decode.d7.loss_mask": 0.6661182820796967, "decode.d7.loss_dice": 0.7927920252084732, "decode.d8.loss_cls": 0.6241977155208588, "decode.d8.loss_mask": 0.686936691403389, "decode.d8.loss_dice": 0.8295000910758972, "time": 0.5279951572418213, "memory": 7304, "step": 35850}
{"lr": 7.955895349842975e-06, "data_time": 0.009037542343139648, "grad_norm": 85.47712326049805, "loss": 32.52809238433838, "decode.loss_cls": 1.0970223546028137, "decode.loss_mask": 0.6872828364372253, "decode.loss_dice": 1.2471749782562256, "decode.d0.loss_cls": 2.4908631563186647, "decode.d0.loss_mask": 0.7362731575965882, "decode.d0.loss_dice": 1.5909861207008362, "decode.d1.loss_cls": 1.2698663562536239, "decode.d1.loss_mask": 0.6899452537298203, "decode.d1.loss_dice": 1.4350418508052827, "decode.d2.loss_cls": 1.1030812203884124, "decode.d2.loss_mask": 0.6829344779253006, "decode.d2.loss_dice": 1.3418525815010072, "decode.d3.loss_cls": 1.0660855650901795, "decode.d3.loss_mask": 0.6831346273422241, "decode.d3.loss_dice": 1.2894204020500184, "decode.d4.loss_cls": 1.1038039922714233, "decode.d4.loss_mask": 0.6644955188035965, "decode.d4.loss_dice": 1.2892372727394104, "decode.d5.loss_cls": 1.0019308984279633, "decode.d5.loss_mask": 0.6996081650257111, "decode.d5.loss_dice": 1.2891483902931213, "decode.d6.loss_cls": 1.108014130592346, "decode.d6.loss_mask": 0.68009512424469, "decode.d6.loss_dice": 1.2027136921882629, "decode.d7.loss_cls": 1.0503764510154725, "decode.d7.loss_mask": 0.69408378303051, "decode.d7.loss_dice": 1.275613409280777, "decode.d8.loss_cls": 1.1027098059654237, "decode.d8.loss_mask": 0.695118886232376, "decode.d8.loss_dice": 1.2601788222789765, "time": 0.5792027711868286, "memory": 7229, "step": 35900}
{"lr": 7.953010398158512e-06, "data_time": 0.009322381019592286, "grad_norm": 96.6407485961914, "loss": 28.900717067718507, "decode.loss_cls": 0.7900128737092018, "decode.loss_mask": 0.8412864595651627, "decode.loss_dice": 1.0940773516893387, "decode.d0.loss_cls": 2.108894574642181, "decode.d0.loss_mask": 0.8874805241823196, "decode.d0.loss_dice": 1.2661253005266189, "decode.d1.loss_cls": 0.784350648522377, "decode.d1.loss_mask": 0.8740957289934158, "decode.d1.loss_dice": 1.1836647763848305, "decode.d2.loss_cls": 0.8473508536815644, "decode.d2.loss_mask": 0.8422910824418068, "decode.d2.loss_dice": 1.1286224946379662, "decode.d3.loss_cls": 0.7913632690906525, "decode.d3.loss_mask": 0.8285902723670006, "decode.d3.loss_dice": 1.0990186840295793, "decode.d4.loss_cls": 0.8212770640850067, "decode.d4.loss_mask": 0.823542594909668, "decode.d4.loss_dice": 1.0862728096544743, "decode.d5.loss_cls": 0.8139202177524567, "decode.d5.loss_mask": 0.8328036673367023, "decode.d5.loss_dice": 1.0760438933968544, "decode.d6.loss_cls": 0.7954581946134567, "decode.d6.loss_mask": 0.8453384503722191, "decode.d6.loss_dice": 1.092327768355608, "decode.d7.loss_cls": 0.7037252187728882, "decode.d7.loss_mask": 0.8445250928401947, "decode.d7.loss_dice": 1.07964718490839, "decode.d8.loss_cls": 0.753989577293396, "decode.d8.loss_mask": 0.8472614720463753, "decode.d8.loss_dice": 1.1173584267497063, "time": 0.5284124851226807, "memory": 7230, "step": 35950}
{"lr": 7.950125330189884e-06, "data_time": 0.00932762622833252, "grad_norm": 91.58595275878906, "loss": 29.63315200805664, "decode.loss_cls": 0.8412150532007218, "decode.loss_mask": 0.7939093351364136, "decode.loss_dice": 1.0170880049467086, "decode.d0.loss_cls": 2.4349626898765564, "decode.d0.loss_mask": 0.8642325967550277, "decode.d0.loss_dice": 1.251967330276966, "decode.d1.loss_cls": 1.083621883392334, "decode.d1.loss_mask": 0.8897093415260315, "decode.d1.loss_dice": 1.2023127913475036, "decode.d2.loss_cls": 0.9603997647762299, "decode.d2.loss_mask": 0.7751041680574418, "decode.d2.loss_dice": 1.1277019083499908, "decode.d3.loss_cls": 0.8925498872995377, "decode.d3.loss_mask": 0.802553778886795, "decode.d3.loss_dice": 1.0735230416059494, "decode.d4.loss_cls": 0.9276223391294479, "decode.d4.loss_mask": 0.7893406331539154, "decode.d4.loss_dice": 1.0641216427087783, "decode.d5.loss_cls": 0.8852615654468536, "decode.d5.loss_mask": 0.7829482287168503, "decode.d5.loss_dice": 1.040097138285637, "decode.d6.loss_cls": 0.8585559755563736, "decode.d6.loss_mask": 0.796806275844574, "decode.d6.loss_dice": 1.0358187884092331, "decode.d7.loss_cls": 0.8149202436208725, "decode.d7.loss_mask": 0.8359672546386718, "decode.d7.loss_dice": 1.0758273780345917, "decode.d8.loss_cls": 0.8488919645547867, "decode.d8.loss_mask": 0.8060062766075134, "decode.d8.loss_dice": 1.060112762451172, "time": 0.5291652917861939, "memory": 7216, "step": 36000}
{"lr": 7.947240145885521e-06, "data_time": 0.009371614456176758, "grad_norm": 84.18200302124023, "loss": 28.197806930541994, "decode.loss_cls": 0.8697608202695847, "decode.loss_mask": 0.7053863167762756, "decode.loss_dice": 1.0239258229732513, "decode.d0.loss_cls": 2.1907615303993224, "decode.d0.loss_mask": 0.7227179318666458, "decode.d0.loss_dice": 1.191629633307457, "decode.d1.loss_cls": 1.0344007939100266, "decode.d1.loss_mask": 0.7255465716123581, "decode.d1.loss_dice": 1.0750084161758422, "decode.d2.loss_cls": 1.0360708475112914, "decode.d2.loss_mask": 0.695051047205925, "decode.d2.loss_dice": 1.0578746497631073, "decode.d3.loss_cls": 1.0081723988056184, "decode.d3.loss_mask": 0.6852406114339828, "decode.d3.loss_dice": 1.0288508415222168, "decode.d4.loss_cls": 0.9453003913164139, "decode.d4.loss_mask": 0.6641593247652053, "decode.d4.loss_dice": 1.0493374526500703, "decode.d5.loss_cls": 1.0390641540288925, "decode.d5.loss_mask": 0.656413123011589, "decode.d5.loss_dice": 1.011040246486664, "decode.d6.loss_cls": 0.8874684140086174, "decode.d6.loss_mask": 0.6849506735801697, "decode.d6.loss_dice": 1.0134796321392059, "decode.d7.loss_cls": 0.8741324290633201, "decode.d7.loss_mask": 0.6896359771490097, "decode.d7.loss_dice": 1.020306757092476, "decode.d8.loss_cls": 0.9200876578688622, "decode.d8.loss_mask": 0.6694780737161636, "decode.d8.loss_dice": 1.0225539296865462, "time": 0.5269480228424073, "memory": 7187, "step": 36050}
{"lr": 7.944354845193804e-06, "data_time": 0.009180760383605957, "grad_norm": 74.76579933166504, "loss": 33.92492904663086, "decode.loss_cls": 0.8752380609512329, "decode.loss_mask": 0.8477472931146621, "decode.loss_dice": 1.437804400920868, "decode.d0.loss_cls": 2.3383428931236265, "decode.d0.loss_mask": 0.8945985972881317, "decode.d0.loss_dice": 1.664911115169525, "decode.d1.loss_cls": 1.0818506851792336, "decode.d1.loss_mask": 0.8419701218605041, "decode.d1.loss_dice": 1.5792198598384857, "decode.d2.loss_cls": 0.9799760222434998, "decode.d2.loss_mask": 0.8514021754264831, "decode.d2.loss_dice": 1.4787162840366364, "decode.d3.loss_cls": 0.9346143439412117, "decode.d3.loss_mask": 0.8410543084144593, "decode.d3.loss_dice": 1.4272283375263215, "decode.d4.loss_cls": 0.9550373211503029, "decode.d4.loss_mask": 0.8478455781936646, "decode.d4.loss_dice": 1.445496529340744, "decode.d5.loss_cls": 0.9005512937903404, "decode.d5.loss_mask": 0.8400315016508102, "decode.d5.loss_dice": 1.4312390089035034, "decode.d6.loss_cls": 0.9309441715478897, "decode.d6.loss_mask": 0.8208035349845886, "decode.d6.loss_dice": 1.361210924386978, "decode.d7.loss_cls": 0.8169085204601287, "decode.d7.loss_mask": 0.8705902010202408, "decode.d7.loss_dice": 1.440722793340683, "decode.d8.loss_cls": 0.9055412232875824, "decode.d8.loss_mask": 0.8283085733652115, "decode.d8.loss_dice": 1.455021959543228, "time": 0.5330637454986572, "memory": 7296, "step": 36100}
{"lr": 7.941469428063062e-06, "data_time": 0.009404921531677246, "grad_norm": 87.10517539978028, "loss": 22.853764057159424, "decode.loss_cls": 0.6182013332843781, "decode.loss_mask": 0.6402580559253692, "decode.loss_dice": 0.81851826608181, "decode.d0.loss_cls": 1.881390744447708, "decode.d0.loss_mask": 0.70844796448946, "decode.d0.loss_dice": 0.9968696944415569, "decode.d1.loss_cls": 0.8126737281680108, "decode.d1.loss_mask": 0.663895109295845, "decode.d1.loss_dice": 0.9040506541728973, "decode.d2.loss_cls": 0.6927964419126511, "decode.d2.loss_mask": 0.6795503377914429, "decode.d2.loss_dice": 0.8500705599784851, "decode.d3.loss_cls": 0.6386360354721546, "decode.d3.loss_mask": 0.6456926882266998, "decode.d3.loss_dice": 0.819478090852499, "decode.d4.loss_cls": 0.626990943402052, "decode.d4.loss_mask": 0.6599827080965042, "decode.d4.loss_dice": 0.8281037315726281, "decode.d5.loss_cls": 0.6310463085770607, "decode.d5.loss_mask": 0.6376763701438903, "decode.d5.loss_dice": 0.8400415480136871, "decode.d6.loss_cls": 0.6263913735747337, "decode.d6.loss_mask": 0.64647576212883, "decode.d6.loss_dice": 0.8115617960691452, "decode.d7.loss_cls": 0.6301192723214626, "decode.d7.loss_mask": 0.6496053025126457, "decode.d7.loss_dice": 0.8016617588698864, "decode.d8.loss_cls": 0.6309735395014286, "decode.d8.loss_mask": 0.6363083809614182, "decode.d8.loss_dice": 0.8262943610548973, "time": 0.5319048166275024, "memory": 7282, "step": 36150}
{"lr": 7.93858389444159e-06, "data_time": 0.00923774242401123, "grad_norm": 91.25982933044433, "loss": 27.395014905929564, "decode.loss_cls": 0.768587589263916, "decode.loss_mask": 0.7242900505661964, "decode.loss_dice": 1.0488206252455712, "decode.d0.loss_cls": 2.2744693875312807, "decode.d0.loss_mask": 0.7642387762665749, "decode.d0.loss_dice": 1.1548769801855088, "decode.d1.loss_cls": 0.9472701273858547, "decode.d1.loss_mask": 0.7688531994819641, "decode.d1.loss_dice": 1.13028122484684, "decode.d2.loss_cls": 0.8657169062644243, "decode.d2.loss_mask": 0.7040506914258003, "decode.d2.loss_dice": 1.0662515312433243, "decode.d3.loss_cls": 0.8467616345733404, "decode.d3.loss_mask": 0.7128973811864853, "decode.d3.loss_dice": 1.046072246134281, "decode.d4.loss_cls": 0.8283103823661804, "decode.d4.loss_mask": 0.6594922110438347, "decode.d4.loss_dice": 1.0325076445937156, "decode.d5.loss_cls": 0.7790429327636957, "decode.d5.loss_mask": 0.6634937211871147, "decode.d5.loss_dice": 1.0381498023867608, "decode.d6.loss_cls": 0.7778809197247029, "decode.d6.loss_mask": 0.7131800070405007, "decode.d6.loss_dice": 1.0291550159454346, "decode.d7.loss_cls": 0.7804116770625115, "decode.d7.loss_mask": 0.6971004560589791, "decode.d7.loss_dice": 1.0118205428123475, "decode.d8.loss_cls": 0.7860665567219257, "decode.d8.loss_mask": 0.7318983405828476, "decode.d8.loss_dice": 1.0430663660168649, "time": 0.5298514366149902, "memory": 7188, "step": 36200}
{"lr": 7.93569824427763e-06, "data_time": 0.009270167350769043, "grad_norm": 107.07899322509766, "loss": 24.945670127868652, "decode.loss_cls": 0.8323042005300522, "decode.loss_mask": 0.574524937570095, "decode.loss_dice": 0.8694501742720604, "decode.d0.loss_cls": 2.0972774386405946, "decode.d0.loss_mask": 0.6985947504639626, "decode.d0.loss_dice": 1.0019921764731408, "decode.d1.loss_cls": 0.9988966941833496, "decode.d1.loss_mask": 0.6403390854597092, "decode.d1.loss_dice": 0.9290356174111366, "decode.d2.loss_cls": 0.9267966091632843, "decode.d2.loss_mask": 0.6046039685606956, "decode.d2.loss_dice": 0.8724205195903778, "decode.d3.loss_cls": 0.8304199725389481, "decode.d3.loss_mask": 0.6054896458983421, "decode.d3.loss_dice": 0.8935092285275459, "decode.d4.loss_cls": 0.8036979585886002, "decode.d4.loss_mask": 0.6021540328860283, "decode.d4.loss_dice": 0.8930481299757957, "decode.d5.loss_cls": 0.8142310917377472, "decode.d5.loss_mask": 0.6194607347249985, "decode.d5.loss_dice": 0.9043551281094551, "decode.d6.loss_cls": 0.8157754808664321, "decode.d6.loss_mask": 0.5959864288568497, "decode.d6.loss_dice": 0.8975062415003776, "decode.d7.loss_cls": 0.8502588123083115, "decode.d7.loss_mask": 0.5870273962616921, "decode.d7.loss_dice": 0.878088864684105, "decode.d8.loss_cls": 0.8378870874643326, "decode.d8.loss_mask": 0.5849726557731628, "decode.d8.loss_dice": 0.8855652064085007, "time": 0.5282105445861817, "memory": 7190, "step": 36250}
{"lr": 7.932812477519384e-06, "data_time": 0.009032559394836426, "grad_norm": 80.63813095092773, "loss": 33.74850025177002, "decode.loss_cls": 0.879518112540245, "decode.loss_mask": 0.7631993860006332, "decode.loss_dice": 1.4424928307533265, "decode.d0.loss_cls": 2.6968899726867677, "decode.d0.loss_mask": 0.8228343665599823, "decode.d0.loss_dice": 1.7400124669075012, "decode.d1.loss_cls": 1.0927144974470138, "decode.d1.loss_mask": 0.7900529325008392, "decode.d1.loss_dice": 1.5404925882816314, "decode.d2.loss_cls": 0.9417450785636902, "decode.d2.loss_mask": 0.7717081606388092, "decode.d2.loss_dice": 1.5003487706184386, "decode.d3.loss_cls": 0.967294380068779, "decode.d3.loss_mask": 0.7673914909362793, "decode.d3.loss_dice": 1.460828697681427, "decode.d4.loss_cls": 0.9213250488042831, "decode.d4.loss_mask": 0.7239200472831726, "decode.d4.loss_dice": 1.4589468717575074, "decode.d5.loss_cls": 0.9511363446712494, "decode.d5.loss_mask": 0.7487225800752639, "decode.d5.loss_dice": 1.456420886516571, "decode.d6.loss_cls": 0.9114405274391174, "decode.d6.loss_mask": 0.757493382692337, "decode.d6.loss_dice": 1.4532044112682343, "decode.d7.loss_cls": 0.8521468430757523, "decode.d7.loss_mask": 0.7648520767688751, "decode.d7.loss_dice": 1.4601695656776428, "decode.d8.loss_cls": 0.8971275478601456, "decode.d8.loss_mask": 0.7653413832187652, "decode.d8.loss_dice": 1.4487288475036622, "time": 0.5543800354003906, "memory": 7254, "step": 36300}
{"lr": 7.92992659411501e-06, "data_time": 0.00927722454071045, "grad_norm": 89.89338836669921, "loss": 22.387934017181397, "decode.loss_cls": 0.6630920127034188, "decode.loss_mask": 0.5774315297603607, "decode.loss_dice": 0.7807620644569397, "decode.d0.loss_cls": 1.9883240818977357, "decode.d0.loss_mask": 0.6343206524848938, "decode.d0.loss_dice": 0.9553820133209229, "decode.d1.loss_cls": 0.6827183201909065, "decode.d1.loss_mask": 0.6347230821847916, "decode.d1.loss_dice": 0.9358331084251403, "decode.d2.loss_cls": 0.7071467429399491, "decode.d2.loss_mask": 0.6160580009222031, "decode.d2.loss_dice": 0.828109136223793, "decode.d3.loss_cls": 0.6720555052161217, "decode.d3.loss_mask": 0.6112864822149277, "decode.d3.loss_dice": 0.8155876815319061, "decode.d4.loss_cls": 0.6953478813171386, "decode.d4.loss_mask": 0.604883223772049, "decode.d4.loss_dice": 0.8100194752216339, "decode.d5.loss_cls": 0.6970717310905457, "decode.d5.loss_mask": 0.5974281638860702, "decode.d5.loss_dice": 0.7961827874183655, "decode.d6.loss_cls": 0.6753770649433136, "decode.d6.loss_mask": 0.5841561287641526, "decode.d6.loss_dice": 0.7847777754068375, "decode.d7.loss_cls": 0.6641638293862343, "decode.d7.loss_mask": 0.5869076043367386, "decode.d7.loss_dice": 0.7754471898078918, "decode.d8.loss_cls": 0.6431972593069076, "decode.d8.loss_mask": 0.5868158340454102, "decode.d8.loss_dice": 0.7833277434110641, "time": 0.526106595993042, "memory": 7216, "step": 36350}
{"lr": 7.92704059401263e-06, "data_time": 0.009314393997192383, "grad_norm": 97.15157928466797, "loss": 33.32197713851929, "decode.loss_cls": 0.8301241844892502, "decode.loss_mask": 0.9728090107440949, "decode.loss_dice": 1.248938912153244, "decode.d0.loss_cls": 2.550348770618439, "decode.d0.loss_mask": 1.0341845810413361, "decode.d0.loss_dice": 1.5061029314994812, "decode.d1.loss_cls": 1.1079376369714737, "decode.d1.loss_mask": 0.9654353797435761, "decode.d1.loss_dice": 1.3473538875579834, "decode.d2.loss_cls": 1.0332726627588271, "decode.d2.loss_mask": 0.9107767403125763, "decode.d2.loss_dice": 1.2897256910800934, "decode.d3.loss_cls": 0.9429420977830887, "decode.d3.loss_mask": 0.9496063351631164, "decode.d3.loss_dice": 1.282987904548645, "decode.d4.loss_cls": 0.9517100900411606, "decode.d4.loss_mask": 0.8940224468708038, "decode.d4.loss_dice": 1.2789495259523391, "decode.d5.loss_cls": 0.8400669366121292, "decode.d5.loss_mask": 0.902608722448349, "decode.d5.loss_dice": 1.2988542705774306, "decode.d6.loss_cls": 0.8944173336029053, "decode.d6.loss_mask": 0.9085463613271714, "decode.d6.loss_dice": 1.2760930508375168, "decode.d7.loss_cls": 0.8188196003437043, "decode.d7.loss_mask": 0.955456891655922, "decode.d7.loss_dice": 1.2742468237876892, "decode.d8.loss_cls": 0.8958364009857178, "decode.d8.loss_mask": 0.9200341135263443, "decode.d8.loss_dice": 1.2397674709558486, "time": 0.5557947397232056, "memory": 7239, "step": 36400}
{"lr": 7.924154477160305e-06, "data_time": 0.009265422821044922, "grad_norm": 83.66531219482422, "loss": 30.614679765701293, "decode.loss_cls": 0.8045327253639698, "decode.loss_mask": 0.8030388832092286, "decode.loss_dice": 1.1991230070590972, "decode.d0.loss_cls": 2.4472867488861083, "decode.d0.loss_mask": 0.872087025642395, "decode.d0.loss_dice": 1.3717420905828477, "decode.d1.loss_cls": 0.9852003380656242, "decode.d1.loss_mask": 0.8264078348875046, "decode.d1.loss_dice": 1.2705648869276047, "decode.d2.loss_cls": 0.8604638449847698, "decode.d2.loss_mask": 0.8279567897319794, "decode.d2.loss_dice": 1.255721279978752, "decode.d3.loss_cls": 0.8282042734324933, "decode.d3.loss_mask": 0.7998194932937622, "decode.d3.loss_dice": 1.2409453690052032, "decode.d4.loss_cls": 0.8145598649978638, "decode.d4.loss_mask": 0.7928472578525543, "decode.d4.loss_dice": 1.2372415989637375, "decode.d5.loss_cls": 0.8027577757835388, "decode.d5.loss_mask": 0.8023257166147232, "decode.d5.loss_dice": 1.2465382725000382, "decode.d6.loss_cls": 0.8092489507049322, "decode.d6.loss_mask": 0.8210365027189255, "decode.d6.loss_dice": 1.2326797485351562, "decode.d7.loss_cls": 0.7937457136809826, "decode.d7.loss_mask": 0.8060923039913177, "decode.d7.loss_dice": 1.224705484509468, "decode.d8.loss_cls": 0.8240623611956834, "decode.d8.loss_mask": 0.8104238033294677, "decode.d8.loss_dice": 1.2033201515674592, "time": 0.5855828523635864, "memory": 7207, "step": 36450}
{"lr": 7.921268243506062e-06, "data_time": 0.009149670600891113, "grad_norm": 82.85878372192383, "loss": 28.21118297576904, "decode.loss_cls": 0.7843127101659775, "decode.loss_mask": 0.7184019654989242, "decode.loss_dice": 1.1182074636220931, "decode.d0.loss_cls": 1.9955675959587098, "decode.d0.loss_mask": 0.7789850831031799, "decode.d0.loss_dice": 1.227847445011139, "decode.d1.loss_cls": 0.871058189868927, "decode.d1.loss_mask": 0.7592577576637268, "decode.d1.loss_dice": 1.189139038324356, "decode.d2.loss_cls": 0.9488065510988235, "decode.d2.loss_mask": 0.7138743102550507, "decode.d2.loss_dice": 1.1281276404857636, "decode.d3.loss_cls": 0.8701243489980698, "decode.d3.loss_mask": 0.7117223918437958, "decode.d3.loss_dice": 1.1331695169210434, "decode.d4.loss_cls": 0.865787211060524, "decode.d4.loss_mask": 0.6963253259658814, "decode.d4.loss_dice": 1.1171542346477508, "decode.d5.loss_cls": 0.825612622499466, "decode.d5.loss_mask": 0.7139226496219635, "decode.d5.loss_dice": 1.1242016762495042, "decode.d6.loss_cls": 0.8165614619851113, "decode.d6.loss_mask": 0.7187934398651123, "decode.d6.loss_dice": 1.1140509605407716, "decode.d7.loss_cls": 0.823692786693573, "decode.d7.loss_mask": 0.7029233455657959, "decode.d7.loss_dice": 1.0918139666318893, "decode.d8.loss_cls": 0.8341205686330795, "decode.d8.loss_mask": 0.7297466069459915, "decode.d8.loss_dice": 1.0878737837076187, "time": 0.5279656410217285, "memory": 7233, "step": 36500}
{"lr": 7.918381892997888e-06, "data_time": 0.009196758270263672, "grad_norm": 79.54685897827149, "loss": 28.33066806793213, "decode.loss_cls": 0.8700838446617126, "decode.loss_mask": 0.692969661951065, "decode.loss_dice": 1.004826684296131, "decode.d0.loss_cls": 2.527879297733307, "decode.d0.loss_mask": 0.773328173160553, "decode.d0.loss_dice": 1.2726817429065704, "decode.d1.loss_cls": 1.0950189650058746, "decode.d1.loss_mask": 0.7005507946014404, "decode.d1.loss_dice": 1.1621615439653397, "decode.d2.loss_cls": 0.9433471649885178, "decode.d2.loss_mask": 0.6780577391386032, "decode.d2.loss_dice": 1.0812636360526084, "decode.d3.loss_cls": 0.915215790271759, "decode.d3.loss_mask": 0.6628274649381638, "decode.d3.loss_dice": 1.0344768941402436, "decode.d4.loss_cls": 0.9057258784770965, "decode.d4.loss_mask": 0.6585535109043121, "decode.d4.loss_dice": 1.048642148077488, "decode.d5.loss_cls": 0.8596481859683991, "decode.d5.loss_mask": 0.672927075624466, "decode.d5.loss_dice": 1.0284386619925499, "decode.d6.loss_cls": 0.8678116142749787, "decode.d6.loss_mask": 0.6741037964820862, "decode.d6.loss_dice": 1.0092295974493026, "decode.d7.loss_cls": 0.8990275979042053, "decode.d7.loss_mask": 0.682149451971054, "decode.d7.loss_dice": 0.9939963936805725, "decode.d8.loss_cls": 0.8965354293584824, "decode.d8.loss_mask": 0.7062878549098969, "decode.d8.loss_dice": 1.0129009813070298, "time": 0.5294482946395874, "memory": 7205, "step": 36550}
{"lr": 7.91549542558371e-06, "data_time": 0.009186244010925293, "grad_norm": 79.99814491271972, "loss": 29.019110584259032, "decode.loss_cls": 0.8241651192307472, "decode.loss_mask": 0.7559688225388527, "decode.loss_dice": 1.103635960817337, "decode.d0.loss_cls": 2.270067971944809, "decode.d0.loss_mask": 0.8624019518494606, "decode.d0.loss_dice": 1.3014924108982087, "decode.d1.loss_cls": 1.0227969989180565, "decode.d1.loss_mask": 0.7874010026454925, "decode.d1.loss_dice": 1.1940989673137665, "decode.d2.loss_cls": 0.911550834774971, "decode.d2.loss_mask": 0.7785403460264206, "decode.d2.loss_dice": 1.137277565896511, "decode.d3.loss_cls": 0.8652799621224403, "decode.d3.loss_mask": 0.7579535335302353, "decode.d3.loss_dice": 1.116445991396904, "decode.d4.loss_cls": 0.9068118095397949, "decode.d4.loss_mask": 0.7410765767097474, "decode.d4.loss_dice": 1.0778129905462266, "decode.d5.loss_cls": 0.7952585920691491, "decode.d5.loss_mask": 0.7476553678512573, "decode.d5.loss_dice": 1.1012089163064958, "decode.d6.loss_cls": 0.8063579186797142, "decode.d6.loss_mask": 0.7436089277267456, "decode.d6.loss_dice": 1.1055738762021066, "decode.d7.loss_cls": 0.7110681876540184, "decode.d7.loss_mask": 0.7587263703346252, "decode.d7.loss_dice": 1.1260334819555282, "decode.d8.loss_cls": 0.8637017160654068, "decode.d8.loss_mask": 0.7390488371253013, "decode.d8.loss_dice": 1.1060905486345292, "time": 0.5295347690582275, "memory": 7233, "step": 36600}
{"lr": 7.912608841211435e-06, "data_time": 0.009244370460510253, "grad_norm": 79.42426452636718, "loss": 26.180221843719483, "decode.loss_cls": 0.8225954577326775, "decode.loss_mask": 0.629213935136795, "decode.loss_dice": 0.9724780708551407, "decode.d0.loss_cls": 1.9690228343009948, "decode.d0.loss_mask": 0.6569494873285293, "decode.d0.loss_dice": 1.1606314659118653, "decode.d1.loss_cls": 0.8391273945569993, "decode.d1.loss_mask": 0.6696420758962631, "decode.d1.loss_dice": 1.0806575447320939, "decode.d2.loss_cls": 0.8416184782981873, "decode.d2.loss_mask": 0.6736985832452774, "decode.d2.loss_dice": 1.0376127272844315, "decode.d3.loss_cls": 0.8739896029233932, "decode.d3.loss_mask": 0.6554825872182846, "decode.d3.loss_dice": 0.9973672896623611, "decode.d4.loss_cls": 0.8335055261850357, "decode.d4.loss_mask": 0.6429269462823868, "decode.d4.loss_dice": 1.0142222046852112, "decode.d5.loss_cls": 0.7925153464078903, "decode.d5.loss_mask": 0.6486875206232071, "decode.d5.loss_dice": 0.9837279051542283, "decode.d6.loss_cls": 0.8117511004209519, "decode.d6.loss_mask": 0.6536878407001495, "decode.d6.loss_dice": 0.9959506124258042, "decode.d7.loss_cls": 0.843030247092247, "decode.d7.loss_mask": 0.6392760306596756, "decode.d7.loss_dice": 0.9844525098800659, "decode.d8.loss_cls": 0.8313755452632904, "decode.d8.loss_mask": 0.6378269910812377, "decode.d8.loss_dice": 0.9871982574462891, "time": 0.5309691190719604, "memory": 7254, "step": 36650}
{"lr": 7.909722139828905e-06, "data_time": 0.009084749221801757, "grad_norm": 78.27843399047852, "loss": 30.836562156677246, "decode.loss_cls": 0.8908922165632248, "decode.loss_mask": 0.6912588357925415, "decode.loss_dice": 1.1719673722982407, "decode.d0.loss_cls": 2.7179587483406067, "decode.d0.loss_mask": 0.7895139575004577, "decode.d0.loss_dice": 1.394615113735199, "decode.d1.loss_cls": 1.0659555435180663, "decode.d1.loss_mask": 0.7385244965553284, "decode.d1.loss_dice": 1.2814298868179321, "decode.d2.loss_cls": 0.9901736080646515, "decode.d2.loss_mask": 0.6899280160665512, "decode.d2.loss_dice": 1.218426775932312, "decode.d3.loss_cls": 0.9967871725559234, "decode.d3.loss_mask": 0.6901521146297455, "decode.d3.loss_dice": 1.1826872050762176, "decode.d4.loss_cls": 1.0397208154201507, "decode.d4.loss_mask": 0.6841323763132096, "decode.d4.loss_dice": 1.1597193151712417, "decode.d5.loss_cls": 0.9801726132631302, "decode.d5.loss_mask": 0.7566402554512024, "decode.d5.loss_dice": 1.194782841205597, "decode.d6.loss_cls": 1.0230871468782425, "decode.d6.loss_mask": 0.7300777584314346, "decode.d6.loss_dice": 1.135940808057785, "decode.d7.loss_cls": 0.9800604701042175, "decode.d7.loss_mask": 0.6819531559944153, "decode.d7.loss_dice": 1.14042367041111, "decode.d8.loss_cls": 0.9775765806436538, "decode.d8.loss_mask": 0.696311491727829, "decode.d8.loss_dice": 1.1456909418106078, "time": 0.5282186508178711, "memory": 7223, "step": 36700}
{"lr": 7.906835321383932e-06, "data_time": 0.009256839752197266, "grad_norm": 88.8580825805664, "loss": 29.318900775909423, "decode.loss_cls": 0.9522051200270653, "decode.loss_mask": 0.7099652826786041, "decode.loss_dice": 1.0725646495819092, "decode.d0.loss_cls": 2.3616760969161987, "decode.d0.loss_mask": 0.725903895497322, "decode.d0.loss_dice": 1.2091079890727996, "decode.d1.loss_cls": 1.1145427718758583, "decode.d1.loss_mask": 0.7114939451217651, "decode.d1.loss_dice": 1.1519781649112701, "decode.d2.loss_cls": 1.0943808808922768, "decode.d2.loss_mask": 0.700487244129181, "decode.d2.loss_dice": 1.085690873861313, "decode.d3.loss_cls": 1.003877839446068, "decode.d3.loss_mask": 0.6924874603748321, "decode.d3.loss_dice": 1.064173099398613, "decode.d4.loss_cls": 1.007396323978901, "decode.d4.loss_mask": 0.6734272718429566, "decode.d4.loss_dice": 1.0473411202430725, "decode.d5.loss_cls": 0.970024847984314, "decode.d5.loss_mask": 0.6922636091709137, "decode.d5.loss_dice": 1.065797621011734, "decode.d6.loss_cls": 1.0505363047122955, "decode.d6.loss_mask": 0.6613460719585419, "decode.d6.loss_dice": 1.0364713430404664, "decode.d7.loss_cls": 0.9631275489926339, "decode.d7.loss_mask": 0.6942904531955719, "decode.d7.loss_dice": 1.0880739450454713, "decode.d8.loss_cls": 0.9225074917078018, "decode.d8.loss_mask": 0.7157890349626541, "decode.d8.loss_dice": 1.0799715101718903, "time": 0.5286216735839844, "memory": 7233, "step": 36750}
{"lr": 7.903948385824272e-06, "data_time": 0.009155368804931641, "grad_norm": 113.19967498779297, "loss": 34.788825035095215, "decode.loss_cls": 0.8202437348663807, "decode.loss_mask": 0.7876265108585357, "decode.loss_dice": 1.5705234184861183, "decode.d0.loss_cls": 2.687608575820923, "decode.d0.loss_mask": 0.8341507256031037, "decode.d0.loss_dice": 1.877501977980137, "decode.d1.loss_cls": 0.9530327379703522, "decode.d1.loss_mask": 0.8393712103366852, "decode.d1.loss_dice": 1.7345727801322937, "decode.d2.loss_cls": 0.9328771874308586, "decode.d2.loss_mask": 0.7989609748125076, "decode.d2.loss_dice": 1.6233355566859244, "decode.d3.loss_cls": 0.8867777645587921, "decode.d3.loss_mask": 0.7872592031955719, "decode.d3.loss_dice": 1.5830319210886956, "decode.d4.loss_cls": 0.8282809063792229, "decode.d4.loss_mask": 0.7865852773189544, "decode.d4.loss_dice": 1.6055290907621385, "decode.d5.loss_cls": 0.9017445676028728, "decode.d5.loss_mask": 0.7911357760429383, "decode.d5.loss_dice": 1.599093848466873, "decode.d6.loss_cls": 0.8315663531422615, "decode.d6.loss_mask": 0.7953843355178833, "decode.d6.loss_dice": 1.5615338385105133, "decode.d7.loss_cls": 0.8100504375994205, "decode.d7.loss_mask": 0.7973284751176835, "decode.d7.loss_dice": 1.5863481491804123, "decode.d8.loss_cls": 0.8168016672134399, "decode.d8.loss_mask": 0.7718775749206543, "decode.d8.loss_dice": 1.588690134882927, "time": 0.5310897350311279, "memory": 7240, "step": 36800}
{"lr": 7.90106133309764e-06, "data_time": 0.009064388275146485, "grad_norm": 80.76252746582031, "loss": 26.410273933410643, "decode.loss_cls": 0.6201661199331283, "decode.loss_mask": 0.7677366435527802, "decode.loss_dice": 1.0227597564458848, "decode.d0.loss_cls": 2.3045988202095034, "decode.d0.loss_mask": 0.7931412518024444, "decode.d0.loss_dice": 1.1708050489425659, "decode.d1.loss_cls": 0.7781903505325317, "decode.d1.loss_mask": 0.7604417890310288, "decode.d1.loss_dice": 1.093240848183632, "decode.d2.loss_cls": 0.6685987308621406, "decode.d2.loss_mask": 0.769621753692627, "decode.d2.loss_dice": 1.061864084005356, "decode.d3.loss_cls": 0.6542545765638351, "decode.d3.loss_mask": 0.7672579705715179, "decode.d3.loss_dice": 1.0556763589382172, "decode.d4.loss_cls": 0.6604608833789826, "decode.d4.loss_mask": 0.7649104803800583, "decode.d4.loss_dice": 1.0290301471948624, "decode.d5.loss_cls": 0.6597853288054466, "decode.d5.loss_mask": 0.7587384968996048, "decode.d5.loss_dice": 1.0425552129745483, "decode.d6.loss_cls": 0.6214245244860649, "decode.d6.loss_mask": 0.7804977327585221, "decode.d6.loss_dice": 1.0164851874113083, "decode.d7.loss_cls": 0.6148562252521514, "decode.d7.loss_mask": 0.7722898930311203, "decode.d7.loss_dice": 1.0204899847507476, "decode.d8.loss_cls": 0.5836838245391845, "decode.d8.loss_mask": 0.7798920005559922, "decode.d8.loss_dice": 1.016819602251053, "time": 0.5294704437255859, "memory": 7243, "step": 36850}
{"lr": 7.898174163151702e-06, "data_time": 0.009218239784240722, "grad_norm": 85.47156105041503, "loss": 24.91333999633789, "decode.loss_cls": 0.6028597846627235, "decode.loss_mask": 0.704283693432808, "decode.loss_dice": 1.0127873435616492, "decode.d0.loss_cls": 2.1847100853919983, "decode.d0.loss_mask": 0.6924024567008018, "decode.d0.loss_dice": 1.170889636874199, "decode.d1.loss_cls": 0.7544083029031754, "decode.d1.loss_mask": 0.6707792788743973, "decode.d1.loss_dice": 1.0381189584732056, "decode.d2.loss_cls": 0.6508115470409394, "decode.d2.loss_mask": 0.704271936416626, "decode.d2.loss_dice": 1.0395655557513237, "decode.d3.loss_cls": 0.6313995629549026, "decode.d3.loss_mask": 0.6857275441288948, "decode.d3.loss_dice": 1.0083920054137707, "decode.d4.loss_cls": 0.6369176298379898, "decode.d4.loss_mask": 0.6810665518045426, "decode.d4.loss_dice": 1.001901174336672, "decode.d5.loss_cls": 0.6092478588223458, "decode.d5.loss_mask": 0.690288034081459, "decode.d5.loss_dice": 0.9863078221678734, "decode.d6.loss_cls": 0.569360825419426, "decode.d6.loss_mask": 0.6976294979453087, "decode.d6.loss_dice": 1.000229749828577, "decode.d7.loss_cls": 0.5291675612330436, "decode.d7.loss_mask": 0.6807784274220466, "decode.d7.loss_dice": 1.0002948872745037, "decode.d8.loss_cls": 0.6003824755549431, "decode.d8.loss_mask": 0.6912919253110885, "decode.d8.loss_dice": 0.9870693132281303, "time": 0.5302814245223999, "memory": 7257, "step": 36900}
{"lr": 7.895286875934081e-06, "data_time": 0.009302115440368653, "grad_norm": 85.18076019287109, "loss": 33.67098064422608, "decode.loss_cls": 0.9157699972391129, "decode.loss_mask": 0.8417833983898163, "decode.loss_dice": 1.3703590095043183, "decode.d0.loss_cls": 2.6898646473884584, "decode.d0.loss_mask": 0.9179419755935669, "decode.d0.loss_dice": 1.5697095453739167, "decode.d1.loss_cls": 1.1306450366973877, "decode.d1.loss_mask": 0.8453241050243377, "decode.d1.loss_dice": 1.5060499012470245, "decode.d2.loss_cls": 1.0222977966070175, "decode.d2.loss_mask": 0.8712770521640778, "decode.d2.loss_dice": 1.4568483710289002, "decode.d3.loss_cls": 0.9626161485910416, "decode.d3.loss_mask": 0.8393731206655503, "decode.d3.loss_dice": 1.3517531991004943, "decode.d4.loss_cls": 0.9970438435673714, "decode.d4.loss_mask": 0.8269699215888977, "decode.d4.loss_dice": 1.3241533100605012, "decode.d5.loss_cls": 0.8965793758630752, "decode.d5.loss_mask": 0.827535092830658, "decode.d5.loss_dice": 1.3402821719646454, "decode.d6.loss_cls": 0.8717605218291282, "decode.d6.loss_mask": 0.8292849898338318, "decode.d6.loss_dice": 1.3240201592445373, "decode.d7.loss_cls": 0.8575180277228356, "decode.d7.loss_mask": 0.835302072763443, "decode.d7.loss_dice": 1.3324862957000732, "decode.d8.loss_cls": 0.9259758174419404, "decode.d8.loss_mask": 0.8435189604759217, "decode.d8.loss_dice": 1.3469365417957306, "time": 0.5305180072784423, "memory": 7274, "step": 36950}
{"lr": 7.892399471392375e-06, "data_time": 0.009180927276611328, "grad_norm": 94.7648826599121, "loss": 26.42804088592529, "decode.loss_cls": 0.810335898399353, "decode.loss_mask": 0.6635927081108093, "decode.loss_dice": 0.9294861733913422, "decode.d0.loss_cls": 2.3664807796478273, "decode.d0.loss_mask": 0.7394270360469818, "decode.d0.loss_dice": 1.1477241516113281, "decode.d1.loss_cls": 0.9966654062271119, "decode.d1.loss_mask": 0.7440979957580567, "decode.d1.loss_dice": 1.059992915391922, "decode.d2.loss_cls": 0.8691072046756745, "decode.d2.loss_mask": 0.7177169412374497, "decode.d2.loss_dice": 1.00503049492836, "decode.d3.loss_cls": 0.7785082459449768, "decode.d3.loss_mask": 0.6611566096544266, "decode.d3.loss_dice": 0.9838865101337433, "decode.d4.loss_cls": 0.7753762841224671, "decode.d4.loss_mask": 0.6418303400278091, "decode.d4.loss_dice": 0.9577295243740082, "decode.d5.loss_cls": 0.8046267211437226, "decode.d5.loss_mask": 0.6489928096532822, "decode.d5.loss_dice": 0.9419057428836822, "decode.d6.loss_cls": 0.7622801750898361, "decode.d6.loss_mask": 0.6511837899684906, "decode.d6.loss_dice": 0.9345079988241196, "decode.d7.loss_cls": 0.8355438023805618, "decode.d7.loss_mask": 0.6381065666675567, "decode.d7.loss_dice": 0.9339620411396027, "decode.d8.loss_cls": 0.8330795109272003, "decode.d8.loss_mask": 0.6432740598917007, "decode.d8.loss_dice": 0.9524322837591171, "time": 0.5326786279678345, "memory": 7221, "step": 37000}
{"lr": 7.889511949474106e-06, "data_time": 0.008931875228881836, "grad_norm": 82.8393341064453, "loss": 27.80891342163086, "decode.loss_cls": 0.8413392432034016, "decode.loss_mask": 0.6937314182519912, "decode.loss_dice": 0.924214842915535, "decode.d0.loss_cls": 2.5523842453956602, "decode.d0.loss_mask": 0.7892092019319534, "decode.d0.loss_dice": 1.208434584736824, "decode.d1.loss_cls": 0.9928965389728546, "decode.d1.loss_mask": 0.7467264831066132, "decode.d1.loss_dice": 1.0302965074777604, "decode.d2.loss_cls": 0.9806596726179123, "decode.d2.loss_mask": 0.7338495403528214, "decode.d2.loss_dice": 1.021320328116417, "decode.d3.loss_cls": 0.9822335809469223, "decode.d3.loss_mask": 0.7209091633558273, "decode.d3.loss_dice": 0.9555868625640869, "decode.d4.loss_cls": 0.8731073170900345, "decode.d4.loss_mask": 0.7343239635229111, "decode.d4.loss_dice": 0.9856559634208679, "decode.d5.loss_cls": 0.8490305572748185, "decode.d5.loss_mask": 0.7101950973272324, "decode.d5.loss_dice": 0.9728258177638054, "decode.d6.loss_cls": 0.809036023914814, "decode.d6.loss_mask": 0.721090903878212, "decode.d6.loss_dice": 0.9806009605526924, "decode.d7.loss_cls": 0.7896984249353409, "decode.d7.loss_mask": 0.7111042141914368, "decode.d7.loss_dice": 0.9583513483405113, "decode.d8.loss_cls": 0.8627719849348068, "decode.d8.loss_mask": 0.7063613772392273, "decode.d8.loss_dice": 0.9709668278694152, "time": 0.5304507493972779, "memory": 7212, "step": 37050}
{"lr": 7.88662431012677e-06, "data_time": 0.009378695487976074, "grad_norm": 93.41900863647462, "loss": 23.725384330749513, "decode.loss_cls": 0.7454775720834732, "decode.loss_mask": 0.5326193481683731, "decode.loss_dice": 0.857652199268341, "decode.d0.loss_cls": 2.1543314337730406, "decode.d0.loss_mask": 0.5786026686429977, "decode.d0.loss_dice": 1.069071102142334, "decode.d1.loss_cls": 0.9407814994454384, "decode.d1.loss_mask": 0.4898022532463074, "decode.d1.loss_dice": 0.8985325574874878, "decode.d2.loss_cls": 0.8788104400038719, "decode.d2.loss_mask": 0.5191453099250793, "decode.d2.loss_dice": 0.8689118504524231, "decode.d3.loss_cls": 0.8384527772665024, "decode.d3.loss_mask": 0.5378417730331421, "decode.d3.loss_dice": 0.8854553639888764, "decode.d4.loss_cls": 0.7591890797019005, "decode.d4.loss_mask": 0.5413249880075455, "decode.d4.loss_dice": 0.8897386789321899, "decode.d5.loss_cls": 0.7704908221960067, "decode.d5.loss_mask": 0.5408834517002106, "decode.d5.loss_dice": 0.8823171734809876, "decode.d6.loss_cls": 0.7822196438908577, "decode.d6.loss_mask": 0.5226809561252594, "decode.d6.loss_dice": 0.8866882681846618, "decode.d7.loss_cls": 0.793942004442215, "decode.d7.loss_mask": 0.5126193195581437, "decode.d7.loss_dice": 0.8695136725902557, "decode.d8.loss_cls": 0.7719275683164597, "decode.d8.loss_mask": 0.5310665100812912, "decode.d8.loss_dice": 0.8752939105033875, "time": 0.5308623790740967, "memory": 7228, "step": 37100}
{"lr": 7.88373655329781e-06, "data_time": 0.009314465522766113, "grad_norm": 94.45364494323731, "loss": 30.495668411254883, "decode.loss_cls": 0.805826124548912, "decode.loss_mask": 0.8168393254280091, "decode.loss_dice": 1.2277508497238159, "decode.d0.loss_cls": 2.430190074443817, "decode.d0.loss_mask": 0.8720283687114716, "decode.d0.loss_dice": 1.3487512290477752, "decode.d1.loss_cls": 0.964509031176567, "decode.d1.loss_mask": 0.8766482442617416, "decode.d1.loss_dice": 1.3259950220584868, "decode.d2.loss_cls": 0.8749830186367035, "decode.d2.loss_mask": 0.8125698208808899, "decode.d2.loss_dice": 1.2358443409204483, "decode.d3.loss_cls": 0.8066024601459503, "decode.d3.loss_mask": 0.8173079937696457, "decode.d3.loss_dice": 1.2067193865776062, "decode.d4.loss_cls": 0.8256129816174507, "decode.d4.loss_mask": 0.7934686630964279, "decode.d4.loss_dice": 1.2054989039897919, "decode.d5.loss_cls": 0.8067764282226563, "decode.d5.loss_mask": 0.8069817900657654, "decode.d5.loss_dice": 1.2287500113248826, "decode.d6.loss_cls": 0.7609049350023269, "decode.d6.loss_mask": 0.8237682759761811, "decode.d6.loss_dice": 1.2215004205703734, "decode.d7.loss_cls": 0.7546580761671067, "decode.d7.loss_mask": 0.8169568568468094, "decode.d7.loss_dice": 1.2193921744823455, "decode.d8.loss_cls": 0.7878173097968102, "decode.d8.loss_mask": 0.8025744259357452, "decode.d8.loss_dice": 1.2184417992830276, "time": 0.5291342258453369, "memory": 7307, "step": 37150}
{"lr": 7.88084867893464e-06, "data_time": 0.009616732597351074, "grad_norm": 80.43995590209961, "loss": 28.816146278381346, "decode.loss_cls": 0.7595285102725029, "decode.loss_mask": 0.6636926829814911, "decode.loss_dice": 1.2284639060497284, "decode.d0.loss_cls": 2.207386314868927, "decode.d0.loss_mask": 0.7359579890966416, "decode.d0.loss_dice": 1.441062194108963, "decode.d1.loss_cls": 0.8633935242891312, "decode.d1.loss_mask": 0.7664536297321319, "decode.d1.loss_dice": 1.3392458081245422, "decode.d2.loss_cls": 0.7623605616390705, "decode.d2.loss_mask": 0.7328063428401947, "decode.d2.loss_dice": 1.3011836558580399, "decode.d3.loss_cls": 0.7629246421158313, "decode.d3.loss_mask": 0.6709272742271424, "decode.d3.loss_dice": 1.2567902237176896, "decode.d4.loss_cls": 0.7003889679908752, "decode.d4.loss_mask": 0.6939203321933747, "decode.d4.loss_dice": 1.2790869176387787, "decode.d5.loss_cls": 0.7520134173333645, "decode.d5.loss_mask": 0.6752474308013916, "decode.d5.loss_dice": 1.2184005439281465, "decode.d6.loss_cls": 0.7441802561283112, "decode.d6.loss_mask": 0.6555731683969498, "decode.d6.loss_dice": 1.2288682997226714, "decode.d7.loss_cls": 0.7835618846118451, "decode.d7.loss_mask": 0.6762072890996933, "decode.d7.loss_dice": 1.226291573047638, "decode.d8.loss_cls": 0.7627719163894653, "decode.d8.loss_mask": 0.6807661324739456, "decode.d8.loss_dice": 1.2466914415359498, "time": 0.5543649911880493, "memory": 7265, "step": 37200}
{"lr": 7.877960686984619e-06, "data_time": 0.009269070625305176, "grad_norm": 99.34626617431641, "loss": 27.85316381454468, "decode.loss_cls": 0.6861628061160445, "decode.loss_mask": 0.8855566382408142, "decode.loss_dice": 1.0381615459918976, "decode.d0.loss_cls": 2.0836178243160246, "decode.d0.loss_mask": 0.8964855194091796, "decode.d0.loss_dice": 1.2032853797078134, "decode.d1.loss_cls": 0.7930046573281289, "decode.d1.loss_mask": 0.8852228552103043, "decode.d1.loss_dice": 1.1411899656057358, "decode.d2.loss_cls": 0.7670534461736679, "decode.d2.loss_mask": 0.8491524815559387, "decode.d2.loss_dice": 1.088479295372963, "decode.d3.loss_cls": 0.7039789943024516, "decode.d3.loss_mask": 0.8662413656711578, "decode.d3.loss_dice": 1.0492633283138275, "decode.d4.loss_cls": 0.6671280743554234, "decode.d4.loss_mask": 0.8690582096576691, "decode.d4.loss_dice": 1.047633834183216, "decode.d5.loss_cls": 0.6442788714542985, "decode.d5.loss_mask": 0.8601402193307877, "decode.d5.loss_dice": 1.0807507321238519, "decode.d6.loss_cls": 0.6682445416226983, "decode.d6.loss_mask": 0.8657129347324372, "decode.d6.loss_dice": 1.0142750144004822, "decode.d7.loss_cls": 0.6558959586545825, "decode.d7.loss_mask": 0.876134842634201, "decode.d7.loss_dice": 1.0536223188042642, "decode.d8.loss_cls": 0.6608087022788822, "decode.d8.loss_mask": 0.8852730900049209, "decode.d8.loss_dice": 1.067350296676159, "time": 0.5278329372406005, "memory": 7216, "step": 37250}
{"lr": 7.875072577395047e-06, "data_time": 0.009527921676635742, "grad_norm": 100.6326301574707, "loss": 30.5283109664917, "decode.loss_cls": 1.060218971967697, "decode.loss_mask": 0.7732502698898316, "decode.loss_dice": 1.0483669489622116, "decode.d0.loss_cls": 2.1734350442886354, "decode.d0.loss_mask": 0.826414342224598, "decode.d0.loss_dice": 1.2020835667848586, "decode.d1.loss_cls": 1.1434359133243561, "decode.d1.loss_mask": 0.8145744904875756, "decode.d1.loss_dice": 1.144807766377926, "decode.d2.loss_cls": 1.0728845059871674, "decode.d2.loss_mask": 0.8310282215476036, "decode.d2.loss_dice": 1.1204877242445945, "decode.d3.loss_cls": 1.0846347868442536, "decode.d3.loss_mask": 0.8235785275697708, "decode.d3.loss_dice": 1.0489824563264847, "decode.d4.loss_cls": 1.0148220479488372, "decode.d4.loss_mask": 0.8291318103671074, "decode.d4.loss_dice": 1.0292061612010002, "decode.d5.loss_cls": 1.070521706342697, "decode.d5.loss_mask": 0.8096581473946571, "decode.d5.loss_dice": 1.0647300958633423, "decode.d6.loss_cls": 1.0607051432132721, "decode.d6.loss_mask": 0.7848670065402985, "decode.d6.loss_dice": 1.0345767974853515, "decode.d7.loss_cls": 1.0000423848628999, "decode.d7.loss_mask": 0.8070627614855767, "decode.d7.loss_dice": 1.0267588198184967, "decode.d8.loss_cls": 0.9666082322597503, "decode.d8.loss_mask": 0.8162810295820236, "decode.d8.loss_dice": 1.0451551899313927, "time": 0.5272584676742553, "memory": 7274, "step": 37300}
{"lr": 7.872184350113203e-06, "data_time": 0.009607839584350585, "grad_norm": 97.35870742797852, "loss": 33.26722240447998, "decode.loss_cls": 0.9563195019960403, "decode.loss_mask": 0.9102061629295349, "decode.loss_dice": 1.21953142285347, "decode.d0.loss_cls": 2.3093515396118165, "decode.d0.loss_mask": 1.1158113360404969, "decode.d0.loss_dice": 1.4676283955574037, "decode.d1.loss_cls": 1.222446796298027, "decode.d1.loss_mask": 0.9878401607275009, "decode.d1.loss_dice": 1.3471076130867004, "decode.d2.loss_cls": 0.9830070436000824, "decode.d2.loss_mask": 0.9557150185108185, "decode.d2.loss_dice": 1.2616242736577987, "decode.d3.loss_cls": 0.9722137063741684, "decode.d3.loss_mask": 0.912266057729721, "decode.d3.loss_dice": 1.2303762644529344, "decode.d4.loss_cls": 1.0179061233997344, "decode.d4.loss_mask": 0.907448822259903, "decode.d4.loss_dice": 1.209882727265358, "decode.d5.loss_cls": 1.0462292581796646, "decode.d5.loss_mask": 0.9059497833251953, "decode.d5.loss_dice": 1.1868652254343033, "decode.d6.loss_cls": 0.9583522409200669, "decode.d6.loss_mask": 0.9041156083345413, "decode.d6.loss_dice": 1.1982196241617202, "decode.d7.loss_cls": 0.9281184643507003, "decode.d7.loss_mask": 0.8986476808786392, "decode.d7.loss_dice": 1.1963005930185318, "decode.d8.loss_cls": 0.9641454130411148, "decode.d8.loss_mask": 0.9019635498523713, "decode.d8.loss_dice": 1.1916321605443954, "time": 0.5299683332443237, "memory": 7252, "step": 37350}
{"lr": 7.869296005086299e-06, "data_time": 0.0095672607421875, "grad_norm": 83.99427337646485, "loss": 22.301627731323244, "decode.loss_cls": 0.678908796608448, "decode.loss_mask": 0.5484267711639405, "decode.loss_dice": 0.777406457066536, "decode.d0.loss_cls": 2.262231397628784, "decode.d0.loss_mask": 0.5809489279985428, "decode.d0.loss_dice": 0.9261811584234237, "decode.d1.loss_cls": 0.8756068274378777, "decode.d1.loss_mask": 0.5472751230001449, "decode.d1.loss_dice": 0.8113152861595154, "decode.d2.loss_cls": 0.7300437778234482, "decode.d2.loss_mask": 0.5336779713630676, "decode.d2.loss_dice": 0.7896981507539749, "decode.d3.loss_cls": 0.7097549751400948, "decode.d3.loss_mask": 0.5842441231012344, "decode.d3.loss_dice": 0.7894837647676468, "decode.d4.loss_cls": 0.6474886551499367, "decode.d4.loss_mask": 0.5994709819555283, "decode.d4.loss_dice": 0.7947110563516617, "decode.d5.loss_cls": 0.7404649645090103, "decode.d5.loss_mask": 0.5882865697145462, "decode.d5.loss_dice": 0.7847431480884552, "decode.d6.loss_cls": 0.7075985491275787, "decode.d6.loss_mask": 0.5567704528570175, "decode.d6.loss_dice": 0.7623243898153305, "decode.d7.loss_cls": 0.6761131823062897, "decode.d7.loss_mask": 0.5580674797296524, "decode.d7.loss_dice": 0.7755844444036484, "decode.d8.loss_cls": 0.6349398538470268, "decode.d8.loss_mask": 0.5544911831617355, "decode.d8.loss_dice": 0.7753708243370057, "time": 0.5582270622253418, "memory": 7242, "step": 37400}
{"lr": 7.866407542261517e-06, "data_time": 0.009666061401367188, "grad_norm": 79.6344612121582, "loss": 28.1261962890625, "decode.loss_cls": 0.9586475670337677, "decode.loss_mask": 0.5547526806592942, "decode.loss_dice": 1.0129398107528687, "decode.d0.loss_cls": 2.315183311700821, "decode.d0.loss_mask": 0.6910249590873718, "decode.d0.loss_dice": 1.3403521656990052, "decode.d1.loss_cls": 1.2093093514442443, "decode.d1.loss_mask": 0.5963054358959198, "decode.d1.loss_dice": 1.1290435880422591, "decode.d2.loss_cls": 1.0739374458789825, "decode.d2.loss_mask": 0.5482780665159226, "decode.d2.loss_dice": 1.064883640408516, "decode.d3.loss_cls": 1.1114228188991546, "decode.d3.loss_mask": 0.5323197245597839, "decode.d3.loss_dice": 1.0499092251062394, "decode.d4.loss_cls": 1.0767055332660675, "decode.d4.loss_mask": 0.5411115527153015, "decode.d4.loss_dice": 1.0603468328714372, "decode.d5.loss_cls": 1.0466698855161667, "decode.d5.loss_mask": 0.5443483173847199, "decode.d5.loss_dice": 1.0301345139741898, "decode.d6.loss_cls": 0.9438098579645157, "decode.d6.loss_mask": 0.5557407051324844, "decode.d6.loss_dice": 1.03298619389534, "decode.d7.loss_cls": 0.9428143441677094, "decode.d7.loss_mask": 0.5706965297460556, "decode.d7.loss_dice": 1.023570281267166, "decode.d8.loss_cls": 0.9767639130353928, "decode.d8.loss_mask": 0.5584536463022232, "decode.d8.loss_dice": 1.0337349981069566, "time": 0.5302263498306274, "memory": 7226, "step": 37450}
{"lr": 7.86351896158598e-06, "data_time": 0.009883284568786621, "grad_norm": 91.7589714050293, "loss": 24.92325611114502, "decode.loss_cls": 0.7241309016942978, "decode.loss_mask": 0.5719794034957886, "decode.loss_dice": 0.915092533826828, "decode.d0.loss_cls": 2.335896408557892, "decode.d0.loss_mask": 0.5944794937968254, "decode.d0.loss_dice": 1.1052727073431015, "decode.d1.loss_cls": 1.061051881313324, "decode.d1.loss_mask": 0.598324766755104, "decode.d1.loss_dice": 0.988356989622116, "decode.d2.loss_cls": 0.8494135528802872, "decode.d2.loss_mask": 0.5857628300786019, "decode.d2.loss_dice": 0.9598126411437988, "decode.d3.loss_cls": 0.7941006779670715, "decode.d3.loss_mask": 0.5805630207061767, "decode.d3.loss_dice": 0.9448498010635376, "decode.d4.loss_cls": 0.8135492682456971, "decode.d4.loss_mask": 0.584990106523037, "decode.d4.loss_dice": 0.9408284842967987, "decode.d5.loss_cls": 0.7461850821971894, "decode.d5.loss_mask": 0.5699503049254417, "decode.d5.loss_dice": 0.928901469707489, "decode.d6.loss_cls": 0.7758002400398254, "decode.d6.loss_mask": 0.5661545097827911, "decode.d6.loss_dice": 0.9093940705060959, "decode.d7.loss_cls": 0.7405839502811432, "decode.d7.loss_mask": 0.560811334848404, "decode.d7.loss_dice": 0.9367506295442581, "decode.d8.loss_cls": 0.7346734374761581, "decode.d8.loss_mask": 0.5768665030598641, "decode.d8.loss_dice": 0.9287285357713699, "time": 0.5298251390457154, "memory": 7225, "step": 37500}
{"lr": 7.860630263006787e-06, "data_time": 0.009746217727661132, "grad_norm": 91.49728889465332, "loss": 28.22715187072754, "decode.loss_cls": 0.8033453226089478, "decode.loss_mask": 0.8074280768632889, "decode.loss_dice": 0.9917144984006881, "decode.d0.loss_cls": 2.311248743534088, "decode.d0.loss_mask": 0.8904685050249099, "decode.d0.loss_dice": 1.234684419631958, "decode.d1.loss_cls": 1.055302894115448, "decode.d1.loss_mask": 0.8046488225460052, "decode.d1.loss_dice": 1.08272123336792, "decode.d2.loss_cls": 0.8822815656661988, "decode.d2.loss_mask": 0.8013761907815933, "decode.d2.loss_dice": 1.0572008311748504, "decode.d3.loss_cls": 0.7988776654005051, "decode.d3.loss_mask": 0.8165775120258332, "decode.d3.loss_dice": 0.9973084479570389, "decode.d4.loss_cls": 0.7924489229917526, "decode.d4.loss_mask": 0.7931864649057389, "decode.d4.loss_dice": 0.9757605269551277, "decode.d5.loss_cls": 0.7603442996740342, "decode.d5.loss_mask": 0.8120475053787232, "decode.d5.loss_dice": 0.9900199413299561, "decode.d6.loss_cls": 0.7917582541704178, "decode.d6.loss_mask": 0.824948513507843, "decode.d6.loss_dice": 0.9938209474086761, "decode.d7.loss_cls": 0.7635513246059418, "decode.d7.loss_mask": 0.8015415102243424, "decode.d7.loss_dice": 1.0047457605600356, "decode.d8.loss_cls": 0.7578619450330735, "decode.d8.loss_mask": 0.7985308676958084, "decode.d8.loss_dice": 1.0313992023468017, "time": 0.5302642107009887, "memory": 7235, "step": 37550}
{"lr": 7.857741446470971e-06, "data_time": 0.009769773483276368, "grad_norm": 78.62525329589843, "loss": 27.532784366607665, "decode.loss_cls": 0.9115131869912148, "decode.loss_mask": 0.7230540931224823, "decode.loss_dice": 0.908146196603775, "decode.d0.loss_cls": 2.3158129930496214, "decode.d0.loss_mask": 0.7539002984762192, "decode.d0.loss_dice": 1.029383012652397, "decode.d1.loss_cls": 1.0793583869934082, "decode.d1.loss_mask": 0.7981805294752121, "decode.d1.loss_dice": 1.0244047731161117, "decode.d2.loss_cls": 0.9589669540524483, "decode.d2.loss_mask": 0.7801685124635697, "decode.d2.loss_dice": 0.9455225169658661, "decode.d3.loss_cls": 0.9582932129502296, "decode.d3.loss_mask": 0.7104673981666565, "decode.d3.loss_dice": 0.9257043987512589, "decode.d4.loss_cls": 0.9313137397170067, "decode.d4.loss_mask": 0.716578233242035, "decode.d4.loss_dice": 0.9344628423452377, "decode.d5.loss_cls": 0.9339362785220147, "decode.d5.loss_mask": 0.7282873630523682, "decode.d5.loss_dice": 0.9206831812858581, "decode.d6.loss_cls": 0.8620380908250809, "decode.d6.loss_mask": 0.6855443090200424, "decode.d6.loss_dice": 0.9084467023611069, "decode.d7.loss_cls": 0.8917434215545654, "decode.d7.loss_mask": 0.7055275976657868, "decode.d7.loss_dice": 0.9267130613327026, "decode.d8.loss_cls": 0.9292128100991249, "decode.d8.loss_mask": 0.7055495053529739, "decode.d8.loss_dice": 0.9298710197210311, "time": 0.5313862085342407, "memory": 7263, "step": 37600}
{"lr": 7.854852511925533e-06, "data_time": 0.009143590927124023, "grad_norm": 79.48288192749024, "loss": 23.96397476196289, "decode.loss_cls": 0.6623951017856597, "decode.loss_mask": 0.6022349327802659, "decode.loss_dice": 0.8955843150615692, "decode.d0.loss_cls": 2.244663882255554, "decode.d0.loss_mask": 0.7282586723566056, "decode.d0.loss_dice": 1.1074099093675613, "decode.d1.loss_cls": 0.8182191714644432, "decode.d1.loss_mask": 0.6929765105247497, "decode.d1.loss_dice": 1.0320330381393432, "decode.d2.loss_cls": 0.6642615005373955, "decode.d2.loss_mask": 0.6799910664558411, "decode.d2.loss_dice": 0.9559787333011627, "decode.d3.loss_cls": 0.6621113523840905, "decode.d3.loss_mask": 0.6261579990386963, "decode.d3.loss_dice": 0.8721679806709289, "decode.d4.loss_cls": 0.6412612065672875, "decode.d4.loss_mask": 0.6294738113880157, "decode.d4.loss_dice": 0.8932463347911834, "decode.d5.loss_cls": 0.6167349323630333, "decode.d5.loss_mask": 0.6522908493876457, "decode.d5.loss_dice": 0.8826700866222381, "decode.d6.loss_cls": 0.5787384882569313, "decode.d6.loss_mask": 0.6463337689638138, "decode.d6.loss_dice": 0.890477180480957, "decode.d7.loss_cls": 0.6199155285954475, "decode.d7.loss_mask": 0.6346972554922103, "decode.d7.loss_dice": 0.8816746026277542, "decode.d8.loss_cls": 0.5768978267908096, "decode.d8.loss_mask": 0.6706992089748383, "decode.d8.loss_dice": 0.9044194132089615, "time": 0.5811615705490112, "memory": 7259, "step": 37650}
{"lr": 7.851963459317418e-06, "data_time": 0.009127259254455566, "grad_norm": 79.67743339538575, "loss": 30.20328559875488, "decode.loss_cls": 0.853560620546341, "decode.loss_mask": 0.8198593437671662, "decode.loss_dice": 1.1055516719818115, "decode.d0.loss_cls": 2.6189746856689453, "decode.d0.loss_mask": 0.9069654405117035, "decode.d0.loss_dice": 1.3086684852838517, "decode.d1.loss_cls": 1.0866781905293466, "decode.d1.loss_mask": 0.8370302975177765, "decode.d1.loss_dice": 1.2056482076644897, "decode.d2.loss_cls": 0.9148108944296837, "decode.d2.loss_mask": 0.7996446430683136, "decode.d2.loss_dice": 1.124501222372055, "decode.d3.loss_cls": 0.8279467895627022, "decode.d3.loss_mask": 0.8024935483932495, "decode.d3.loss_dice": 1.129510223865509, "decode.d4.loss_cls": 0.8256416231393814, "decode.d4.loss_mask": 0.8072606921195984, "decode.d4.loss_dice": 1.109643539786339, "decode.d5.loss_cls": 0.9368141606450081, "decode.d5.loss_mask": 0.7812700480222702, "decode.d5.loss_dice": 1.0996287167072296, "decode.d6.loss_cls": 0.923599599301815, "decode.d6.loss_mask": 0.7944107592105866, "decode.d6.loss_dice": 1.1110106647014617, "decode.d7.loss_cls": 0.8653054714202881, "decode.d7.loss_mask": 0.7873542815446853, "decode.d7.loss_dice": 1.1151791274547578, "decode.d8.loss_cls": 0.8347516834735871, "decode.d8.loss_mask": 0.7860775649547577, "decode.d8.loss_dice": 1.0834943175315856, "time": 0.5291413307189942, "memory": 7234, "step": 37700}
{"lr": 7.84907428859353e-06, "data_time": 0.009115004539489746, "grad_norm": 88.70401458740234, "loss": 30.278542041778564, "decode.loss_cls": 0.8653078511357307, "decode.loss_mask": 0.7838845819234848, "decode.loss_dice": 1.0684089601039886, "decode.d0.loss_cls": 2.400328290462494, "decode.d0.loss_mask": 0.8910200297832489, "decode.d0.loss_dice": 1.3665873646736144, "decode.d1.loss_cls": 1.2098582863807679, "decode.d1.loss_mask": 0.8449674129486084, "decode.d1.loss_dice": 1.2022085666656495, "decode.d2.loss_cls": 0.964031770825386, "decode.d2.loss_mask": 0.8045467585325241, "decode.d2.loss_dice": 1.1321409046649933, "decode.d3.loss_cls": 0.9684184521436692, "decode.d3.loss_mask": 0.795225915312767, "decode.d3.loss_dice": 1.090142947435379, "decode.d4.loss_cls": 0.9252436056733131, "decode.d4.loss_mask": 0.8092162847518921, "decode.d4.loss_dice": 1.118277657032013, "decode.d5.loss_cls": 0.928885917365551, "decode.d5.loss_mask": 0.7831932485103608, "decode.d5.loss_dice": 1.0748426735401153, "decode.d6.loss_cls": 0.9002908438444137, "decode.d6.loss_mask": 0.7934803336858749, "decode.d6.loss_dice": 1.1017192661762238, "decode.d7.loss_cls": 0.8595260351896286, "decode.d7.loss_mask": 0.8068486660718918, "decode.d7.loss_dice": 1.0809449076652526, "decode.d8.loss_cls": 0.856919527053833, "decode.d8.loss_mask": 0.7881380766630173, "decode.d8.loss_dice": 1.0639370679855347, "time": 0.5299758672714233, "memory": 7231, "step": 37750}
{"lr": 7.846184999700728e-06, "data_time": 0.00929725170135498, "grad_norm": 85.0270149230957, "loss": 25.3472843170166, "decode.loss_cls": 0.7176784574985504, "decode.loss_mask": 0.6257461905479431, "decode.loss_dice": 0.9551990509033204, "decode.d0.loss_cls": 2.4771605849266054, "decode.d0.loss_mask": 0.6399062395095825, "decode.d0.loss_dice": 1.0909731298685075, "decode.d1.loss_cls": 0.9380780577659606, "decode.d1.loss_mask": 0.6468234956264496, "decode.d1.loss_dice": 1.0257795035839081, "decode.d2.loss_cls": 0.9536902368068695, "decode.d2.loss_mask": 0.6182404041290284, "decode.d2.loss_dice": 0.9578341275453568, "decode.d3.loss_cls": 0.728261411190033, "decode.d3.loss_mask": 0.639530998468399, "decode.d3.loss_dice": 0.9548127830028534, "decode.d4.loss_cls": 0.6929791688919067, "decode.d4.loss_mask": 0.6390249252319335, "decode.d4.loss_dice": 0.9500578552484512, "decode.d5.loss_cls": 0.6773427933454513, "decode.d5.loss_mask": 0.6315696954727172, "decode.d5.loss_dice": 0.9403888553380966, "decode.d6.loss_cls": 0.6927211731672287, "decode.d6.loss_mask": 0.6322571605443954, "decode.d6.loss_dice": 0.9374339506030083, "decode.d7.loss_cls": 0.7006974399089814, "decode.d7.loss_mask": 0.6337728768587112, "decode.d7.loss_dice": 0.9264145284891129, "decode.d8.loss_cls": 0.7870190560817718, "decode.d8.loss_mask": 0.6117655754089355, "decode.d8.loss_dice": 0.9241260975599289, "time": 0.5557916641235352, "memory": 7234, "step": 37800}
{"lr": 7.843295592585833e-06, "data_time": 0.009296584129333495, "grad_norm": 83.54650001525879, "loss": 31.947513389587403, "decode.loss_cls": 0.873773418366909, "decode.loss_mask": 0.6904928803443908, "decode.loss_dice": 1.3711412489414214, "decode.d0.loss_cls": 2.5425729870796205, "decode.d0.loss_mask": 0.7982560098171234, "decode.d0.loss_dice": 1.569565737247467, "decode.d1.loss_cls": 1.05467229783535, "decode.d1.loss_mask": 0.7564745277166367, "decode.d1.loss_dice": 1.4783212661743164, "decode.d2.loss_cls": 0.8810600742697716, "decode.d2.loss_mask": 0.7241562098264694, "decode.d2.loss_dice": 1.4434189051389694, "decode.d3.loss_cls": 0.8938874885439873, "decode.d3.loss_mask": 0.7021796256303787, "decode.d3.loss_dice": 1.381319099664688, "decode.d4.loss_cls": 0.9162483289837837, "decode.d4.loss_mask": 0.7128246515989304, "decode.d4.loss_dice": 1.421748161315918, "decode.d5.loss_cls": 0.8851661294698715, "decode.d5.loss_mask": 0.721916577219963, "decode.d5.loss_dice": 1.3564560890197754, "decode.d6.loss_cls": 0.864192345738411, "decode.d6.loss_mask": 0.719985094666481, "decode.d6.loss_dice": 1.3464765131473542, "decode.d7.loss_cls": 0.8506143078207969, "decode.d7.loss_mask": 0.7176537245512009, "decode.d7.loss_dice": 1.3660508334636687, "decode.d8.loss_cls": 0.8403311505913734, "decode.d8.loss_mask": 0.7114176362752914, "decode.d8.loss_dice": 1.355140709877014, "time": 0.5275026082992553, "memory": 7274, "step": 37850}
{"lr": 7.840406067195603e-06, "data_time": 0.00926506519317627, "grad_norm": 95.61766204833984, "loss": 26.45424280166626, "decode.loss_cls": 0.6831270277500152, "decode.loss_mask": 0.7576582998037338, "decode.loss_dice": 0.9382070928812027, "decode.d0.loss_cls": 1.9324166774749756, "decode.d0.loss_mask": 0.899201649427414, "decode.d0.loss_dice": 1.104005867242813, "decode.d1.loss_cls": 0.9002120092511177, "decode.d1.loss_mask": 0.8595145434141159, "decode.d1.loss_dice": 1.0822627007961274, "decode.d2.loss_cls": 0.7212376311421395, "decode.d2.loss_mask": 0.8559508234262466, "decode.d2.loss_dice": 1.056598111987114, "decode.d3.loss_cls": 0.7457062169909477, "decode.d3.loss_mask": 0.7837216228246688, "decode.d3.loss_dice": 0.9818016231060028, "decode.d4.loss_cls": 0.7060673385858536, "decode.d4.loss_mask": 0.8303420215845108, "decode.d4.loss_dice": 0.9672142118215561, "decode.d5.loss_cls": 0.6900415346026421, "decode.d5.loss_mask": 0.7971289157867432, "decode.d5.loss_dice": 0.973755270242691, "decode.d6.loss_cls": 0.6998686522245408, "decode.d6.loss_mask": 0.744839546084404, "decode.d6.loss_dice": 0.9463901594281197, "decode.d7.loss_cls": 0.7096777811646462, "decode.d7.loss_mask": 0.7583678126335144, "decode.d7.loss_dice": 0.9456836894154549, "decode.d8.loss_cls": 0.7052677139639855, "decode.d8.loss_mask": 0.7611574470996857, "decode.d8.loss_dice": 0.9168192908167839, "time": 0.5310742139816285, "memory": 7223, "step": 37900}
{"lr": 7.837516423476768e-06, "data_time": 0.009238457679748536, "grad_norm": 84.6314094543457, "loss": 25.0109299659729, "decode.loss_cls": 0.6687830746173858, "decode.loss_mask": 0.7281879186630249, "decode.loss_dice": 0.889206862449646, "decode.d0.loss_cls": 1.9681781768798827, "decode.d0.loss_mask": 0.7531512051820755, "decode.d0.loss_dice": 1.0148498654365539, "decode.d1.loss_cls": 0.8785720467567444, "decode.d1.loss_mask": 0.7530982792377472, "decode.d1.loss_dice": 0.9507456630468368, "decode.d2.loss_cls": 0.7520204529166221, "decode.d2.loss_mask": 0.7133475065231323, "decode.d2.loss_dice": 0.9132710009813308, "decode.d3.loss_cls": 0.771405528485775, "decode.d3.loss_mask": 0.7077933758497238, "decode.d3.loss_dice": 0.8744087293744087, "decode.d4.loss_cls": 0.7965661317110062, "decode.d4.loss_mask": 0.7152171105146408, "decode.d4.loss_dice": 0.8777651786804199, "decode.d5.loss_cls": 0.7290008619427681, "decode.d5.loss_mask": 0.7108237981796265, "decode.d5.loss_dice": 0.8983573541045189, "decode.d6.loss_cls": 0.6853913068771362, "decode.d6.loss_mask": 0.7104191422462464, "decode.d6.loss_dice": 0.9030970811843873, "decode.d7.loss_cls": 0.7085666164755822, "decode.d7.loss_mask": 0.7112420290708542, "decode.d7.loss_dice": 0.8804619997739792, "decode.d8.loss_cls": 0.7238890632987023, "decode.d8.loss_mask": 0.7214590579271316, "decode.d8.loss_dice": 0.9016536250710487, "time": 0.5304104328155518, "memory": 7196, "step": 37950}
{"lr": 7.834626661375992e-06, "data_time": 0.008931136131286621, "grad_norm": 103.63947906494141, "loss": 25.339022064208983, "decode.loss_cls": 0.7139426290988922, "decode.loss_mask": 0.655666534602642, "decode.loss_dice": 0.927347731590271, "decode.d0.loss_cls": 1.9589752793312072, "decode.d0.loss_mask": 0.7749426156282425, "decode.d0.loss_dice": 1.1172787576913834, "decode.d1.loss_cls": 0.8215825676918029, "decode.d1.loss_mask": 0.6929428189992904, "decode.d1.loss_dice": 1.0024893686175347, "decode.d2.loss_cls": 0.7553740203380584, "decode.d2.loss_mask": 0.7018566936254501, "decode.d2.loss_dice": 1.008791022002697, "decode.d3.loss_cls": 0.765507134795189, "decode.d3.loss_mask": 0.6696628421545029, "decode.d3.loss_dice": 0.9643931448459625, "decode.d4.loss_cls": 0.7511423349380493, "decode.d4.loss_mask": 0.6655649900436401, "decode.d4.loss_dice": 0.9610723704099655, "decode.d5.loss_cls": 0.7212008461356163, "decode.d5.loss_mask": 0.6880764722824096, "decode.d5.loss_dice": 0.9593281671404839, "decode.d6.loss_cls": 0.7457556381821633, "decode.d6.loss_mask": 0.6503583684563636, "decode.d6.loss_dice": 0.938481505215168, "decode.d7.loss_cls": 0.7428100407123566, "decode.d7.loss_mask": 0.6631884783506393, "decode.d7.loss_dice": 0.9473913043737412, "decode.d8.loss_cls": 0.7616229519248009, "decode.d8.loss_mask": 0.6765763372182846, "decode.d8.loss_dice": 0.9356987580657006, "time": 0.5311344861984253, "memory": 7280, "step": 38000}
{"lr": 7.831736780839921e-06, "data_time": 0.009109807014465333, "grad_norm": 84.54355697631836, "loss": 30.963467597961426, "decode.loss_cls": 1.0021482348442077, "decode.loss_mask": 0.7474563717842102, "decode.loss_dice": 1.07274272441864, "decode.d0.loss_cls": 2.7680883049964904, "decode.d0.loss_mask": 0.7238708317279816, "decode.d0.loss_dice": 1.191509884595871, "decode.d1.loss_cls": 1.2239704072475432, "decode.d1.loss_mask": 0.7485838890075683, "decode.d1.loss_dice": 1.215575212240219, "decode.d2.loss_cls": 1.1657754361629487, "decode.d2.loss_mask": 0.7196798622608185, "decode.d2.loss_dice": 1.1445458233356476, "decode.d3.loss_cls": 1.1252903133630752, "decode.d3.loss_mask": 0.7089177817106247, "decode.d3.loss_dice": 1.0601242363452912, "decode.d4.loss_cls": 1.104632407426834, "decode.d4.loss_mask": 0.6673386663198471, "decode.d4.loss_dice": 1.0410139977931976, "decode.d5.loss_cls": 1.088022243976593, "decode.d5.loss_mask": 0.6858021408319473, "decode.d5.loss_dice": 1.0618237674236297, "decode.d6.loss_cls": 1.0783862918615341, "decode.d6.loss_mask": 0.7134853720664978, "decode.d6.loss_dice": 1.0926949858665467, "decode.d7.loss_cls": 1.0833305209875106, "decode.d7.loss_mask": 0.7364474922418595, "decode.d7.loss_dice": 1.115273106098175, "decode.d8.loss_cls": 1.0461203545331954, "decode.d8.loss_mask": 0.7348646730184555, "decode.d8.loss_dice": 1.0959512054920197, "time": 0.5297564506530762, "memory": 7232, "step": 38050}
{"lr": 7.828846781815127e-06, "data_time": 0.009056806564331055, "grad_norm": 88.5378791809082, "loss": 28.29686861038208, "decode.loss_cls": 0.8515589684247971, "decode.loss_mask": 0.6659610092639923, "decode.loss_dice": 1.0863020926713944, "decode.d0.loss_cls": 2.37380313873291, "decode.d0.loss_mask": 0.7801486909389496, "decode.d0.loss_dice": 1.2204991221427917, "decode.d1.loss_cls": 0.9727075040340424, "decode.d1.loss_mask": 0.756784862279892, "decode.d1.loss_dice": 1.1408505618572236, "decode.d2.loss_cls": 0.8735797971487045, "decode.d2.loss_mask": 0.7354198455810547, "decode.d2.loss_dice": 1.1381303012371062, "decode.d3.loss_cls": 0.7496583044528962, "decode.d3.loss_mask": 0.7478152453899384, "decode.d3.loss_dice": 1.1431595802307128, "decode.d4.loss_cls": 0.8114725440740586, "decode.d4.loss_mask": 0.6913797587156296, "decode.d4.loss_dice": 1.0980066627264022, "decode.d5.loss_cls": 0.8052055835723877, "decode.d5.loss_mask": 0.6987926661968231, "decode.d5.loss_dice": 1.1209509551525116, "decode.d6.loss_cls": 0.8537764765322209, "decode.d6.loss_mask": 0.6743750989437103, "decode.d6.loss_dice": 1.0824793517589568, "decode.d7.loss_cls": 0.874555429816246, "decode.d7.loss_mask": 0.6513067871332169, "decode.d7.loss_dice": 1.0780744075775146, "decode.d8.loss_cls": 0.8733975291252136, "decode.d8.loss_mask": 0.6547121524810791, "decode.d8.loss_dice": 1.0920039653778075, "time": 0.5311862230300903, "memory": 7225, "step": 38100}
{"lr": 7.825956664248152e-06, "data_time": 0.009257078170776367, "grad_norm": 91.34007415771484, "loss": 29.742869281768797, "decode.loss_cls": 0.7667952358722687, "decode.loss_mask": 0.7432595789432526, "decode.loss_dice": 1.1339972466230392, "decode.d0.loss_cls": 2.4318015217781066, "decode.d0.loss_mask": 0.8913241982460022, "decode.d0.loss_dice": 1.437905380129814, "decode.d1.loss_cls": 0.9941294223070145, "decode.d1.loss_mask": 0.8002010494470596, "decode.d1.loss_dice": 1.2772244334220886, "decode.d2.loss_cls": 0.9233700007200241, "decode.d2.loss_mask": 0.7793135792016983, "decode.d2.loss_dice": 1.1931316941976546, "decode.d3.loss_cls": 0.9173328042030334, "decode.d3.loss_mask": 0.7622920453548432, "decode.d3.loss_dice": 1.1354005992412568, "decode.d4.loss_cls": 0.9331311285495758, "decode.d4.loss_mask": 0.7367675691843033, "decode.d4.loss_dice": 1.116159576177597, "decode.d5.loss_cls": 0.8960036754608154, "decode.d5.loss_mask": 0.73093963265419, "decode.d5.loss_dice": 1.119400319457054, "decode.d6.loss_cls": 0.8112340927124023, "decode.d6.loss_mask": 0.7362749546766281, "decode.d6.loss_dice": 1.1343957781791687, "decode.d7.loss_cls": 0.8264071255922317, "decode.d7.loss_mask": 0.7314371049404145, "decode.d7.loss_dice": 1.1226020395755767, "decode.d8.loss_cls": 0.8036079421639443, "decode.d8.loss_mask": 0.7476833581924438, "decode.d8.loss_dice": 1.1093461483716964, "time": 0.530154800415039, "memory": 7233, "step": 38150}
{"lr": 7.823066428085478e-06, "data_time": 0.009239530563354493, "grad_norm": 87.90960235595703, "loss": 30.517137336730958, "decode.loss_cls": 0.9274596974253655, "decode.loss_mask": 0.738700807094574, "decode.loss_dice": 1.1939872682094574, "decode.d0.loss_cls": 2.260546565055847, "decode.d0.loss_mask": 0.8400184810161591, "decode.d0.loss_dice": 1.348954552412033, "decode.d1.loss_cls": 0.9376368924975396, "decode.d1.loss_mask": 0.8533752501010895, "decode.d1.loss_dice": 1.3657167196273803, "decode.d2.loss_cls": 0.9374139085412025, "decode.d2.loss_mask": 0.7906280279159545, "decode.d2.loss_dice": 1.311611109972, "decode.d3.loss_cls": 0.8785640180110932, "decode.d3.loss_mask": 0.7711756557226181, "decode.d3.loss_dice": 1.244538202881813, "decode.d4.loss_cls": 0.8053968399763107, "decode.d4.loss_mask": 0.7918263614177704, "decode.d4.loss_dice": 1.250056391954422, "decode.d5.loss_cls": 0.8256291270256042, "decode.d5.loss_mask": 0.7692027360200882, "decode.d5.loss_dice": 1.2287527322769165, "decode.d6.loss_cls": 0.8373078525066375, "decode.d6.loss_mask": 0.7604894608259201, "decode.d6.loss_dice": 1.2196201503276825, "decode.d7.loss_cls": 0.8409060716629029, "decode.d7.loss_mask": 0.7619600057601928, "decode.d7.loss_dice": 1.2076898634433746, "decode.d8.loss_cls": 0.8634893506765365, "decode.d8.loss_mask": 0.7552962958812713, "decode.d8.loss_dice": 1.199187695980072, "time": 0.5542453050613403, "memory": 7198, "step": 38200}
{"lr": 7.820176073273576e-06, "data_time": 0.009124255180358887, "grad_norm": 84.45028381347656, "loss": 32.968795967102054, "decode.loss_cls": 0.897414754331112, "decode.loss_mask": 0.7535771489143371, "decode.loss_dice": 1.358484947681427, "decode.d0.loss_cls": 2.4967946290969847, "decode.d0.loss_mask": 0.8081108778715134, "decode.d0.loss_dice": 1.5205716729164123, "decode.d1.loss_cls": 1.2178384244441987, "decode.d1.loss_mask": 0.7977318286895752, "decode.d1.loss_dice": 1.4252581357955934, "decode.d2.loss_cls": 1.1112574458122253, "decode.d2.loss_mask": 0.7742426067590713, "decode.d2.loss_dice": 1.367580622434616, "decode.d3.loss_cls": 1.0526445180177688, "decode.d3.loss_mask": 0.7377219438552857, "decode.d3.loss_dice": 1.3117933213710784, "decode.d4.loss_cls": 1.0188540279865266, "decode.d4.loss_mask": 0.7406557142734528, "decode.d4.loss_dice": 1.3122273564338685, "decode.d5.loss_cls": 0.9853692516684532, "decode.d5.loss_mask": 0.7553779482841492, "decode.d5.loss_dice": 1.3435073375701905, "decode.d6.loss_cls": 1.0333841651678086, "decode.d6.loss_mask": 0.7459590286016464, "decode.d6.loss_dice": 1.3142678439617157, "decode.d7.loss_cls": 0.9767242968082428, "decode.d7.loss_mask": 0.7405928313732147, "decode.d7.loss_dice": 1.3543830990791321, "decode.d8.loss_cls": 0.9546172201633454, "decode.d8.loss_mask": 0.7288365572690964, "decode.d8.loss_dice": 1.3330163180828094, "time": 0.5299351692199707, "memory": 7244, "step": 38250}
{"lr": 7.81728559975882e-06, "data_time": 0.009316492080688476, "grad_norm": 81.28665695190429, "loss": 25.096801137924196, "decode.loss_cls": 0.7265876844525337, "decode.loss_mask": 0.6972810417413712, "decode.loss_dice": 0.8561551094055175, "decode.d0.loss_cls": 2.3337364971637724, "decode.d0.loss_mask": 0.7423185139894486, "decode.d0.loss_dice": 1.0074800550937653, "decode.d1.loss_cls": 0.8901225835084915, "decode.d1.loss_mask": 0.7008632630109787, "decode.d1.loss_dice": 0.9433005586266517, "decode.d2.loss_cls": 0.7743373140692711, "decode.d2.loss_mask": 0.7370176404714585, "decode.d2.loss_dice": 0.9098478421568871, "decode.d3.loss_cls": 0.6818147957324981, "decode.d3.loss_mask": 0.7450363457202911, "decode.d3.loss_dice": 0.8801455825567246, "decode.d4.loss_cls": 0.7484205946326256, "decode.d4.loss_mask": 0.7000367939472198, "decode.d4.loss_dice": 0.8514418825507164, "decode.d5.loss_cls": 0.7717797845602036, "decode.d5.loss_mask": 0.6954926609992981, "decode.d5.loss_dice": 0.8558333665132523, "decode.d6.loss_cls": 0.7784793496131897, "decode.d6.loss_mask": 0.6725208818912506, "decode.d6.loss_dice": 0.855951550602913, "decode.d7.loss_cls": 0.6955740734934807, "decode.d7.loss_mask": 0.6861290812492371, "decode.d7.loss_dice": 0.8687828779220581, "decode.d8.loss_cls": 0.7672362044453621, "decode.d8.loss_mask": 0.6712694704532624, "decode.d8.loss_dice": 0.8518093317747116, "time": 0.529971981048584, "memory": 7255, "step": 38300}
{"lr": 7.814395007487587e-06, "data_time": 0.009428286552429199, "grad_norm": 102.90889549255371, "loss": 28.03588695526123, "decode.loss_cls": 0.7784168243408203, "decode.loss_mask": 0.7484015554189682, "decode.loss_dice": 1.069625449180603, "decode.d0.loss_cls": 2.227508533000946, "decode.d0.loss_mask": 0.8510417968034745, "decode.d0.loss_dice": 1.2011590242385863, "decode.d1.loss_cls": 0.8631701380014419, "decode.d1.loss_mask": 0.8088300615549088, "decode.d1.loss_dice": 1.1412107706069947, "decode.d2.loss_cls": 0.842755913734436, "decode.d2.loss_mask": 0.7747465565800666, "decode.d2.loss_dice": 1.0901263177394866, "decode.d3.loss_cls": 0.7986624270677567, "decode.d3.loss_mask": 0.7412057459354401, "decode.d3.loss_dice": 1.0573725402355194, "decode.d4.loss_cls": 0.8071689873933792, "decode.d4.loss_mask": 0.761822821199894, "decode.d4.loss_dice": 1.078637945652008, "decode.d5.loss_cls": 0.7763240575790405, "decode.d5.loss_mask": 0.7685955554246903, "decode.d5.loss_dice": 1.0754514455795288, "decode.d6.loss_cls": 0.771151927113533, "decode.d6.loss_mask": 0.748661969602108, "decode.d6.loss_dice": 1.0545534670352936, "decode.d7.loss_cls": 0.814079686999321, "decode.d7.loss_mask": 0.746919909119606, "decode.d7.loss_dice": 1.0627133190631866, "decode.d8.loss_cls": 0.7699523895978928, "decode.d8.loss_mask": 0.7538790613412857, "decode.d8.loss_dice": 1.0517404615879058, "time": 0.5307293891906738, "memory": 7315, "step": 38350}
{"lr": 7.811504296406162e-06, "data_time": 0.009448909759521484, "grad_norm": 86.97615966796874, "loss": 25.9113272190094, "decode.loss_cls": 0.9462501600384712, "decode.loss_mask": 0.5007152833044529, "decode.loss_dice": 0.9459678873419761, "decode.d0.loss_cls": 2.4044355392456054, "decode.d0.loss_mask": 0.5339345037937164, "decode.d0.loss_dice": 1.179442861676216, "decode.d1.loss_cls": 1.1227028250694275, "decode.d1.loss_mask": 0.5158645659685135, "decode.d1.loss_dice": 1.1038694366812707, "decode.d2.loss_cls": 1.019197204709053, "decode.d2.loss_mask": 0.4829390928149223, "decode.d2.loss_dice": 0.9440247222781182, "decode.d3.loss_cls": 0.9561050966382026, "decode.d3.loss_mask": 0.4829403296113014, "decode.d3.loss_dice": 0.9364731445908546, "decode.d4.loss_cls": 0.9335744015872478, "decode.d4.loss_mask": 0.47463697493076323, "decode.d4.loss_dice": 0.9371996566653251, "decode.d5.loss_cls": 0.9128035508096218, "decode.d5.loss_mask": 0.48840673416852953, "decode.d5.loss_dice": 0.9640042915940285, "decode.d6.loss_cls": 0.897847893089056, "decode.d6.loss_mask": 0.49372233599424364, "decode.d6.loss_dice": 0.9647803172469139, "decode.d7.loss_cls": 0.9560025572776795, "decode.d7.loss_mask": 0.48835513591766355, "decode.d7.loss_dice": 0.967062558233738, "decode.d8.loss_cls": 0.9380307085812092, "decode.d8.loss_mask": 0.47702535837888715, "decode.d8.loss_dice": 0.9430128335952759, "time": 0.5286387205123901, "memory": 7288, "step": 38400}
{"lr": 7.80861346646081e-06, "data_time": 0.009279394149780273, "grad_norm": 96.98124847412109, "loss": 24.662338638305663, "decode.loss_cls": 0.6809269070625306, "decode.loss_mask": 0.6426393628120423, "decode.loss_dice": 0.9346100360155105, "decode.d0.loss_cls": 2.1584102630615236, "decode.d0.loss_mask": 0.6789864659309387, "decode.d0.loss_dice": 1.0645438730716705, "decode.d1.loss_cls": 0.8451023131608963, "decode.d1.loss_mask": 0.6635666400194168, "decode.d1.loss_dice": 0.9945686310529709, "decode.d2.loss_cls": 0.7673013389110566, "decode.d2.loss_mask": 0.6473718523979187, "decode.d2.loss_dice": 0.9624379485845566, "decode.d3.loss_cls": 0.7281628251075745, "decode.d3.loss_mask": 0.6476362854242325, "decode.d3.loss_dice": 0.945192676782608, "decode.d4.loss_cls": 0.6591087386012078, "decode.d4.loss_mask": 0.655716398358345, "decode.d4.loss_dice": 0.9381093829870224, "decode.d5.loss_cls": 0.6689384058117867, "decode.d5.loss_mask": 0.6581779927015304, "decode.d5.loss_dice": 0.9421775758266449, "decode.d6.loss_cls": 0.7002779528498649, "decode.d6.loss_mask": 0.639761745929718, "decode.d6.loss_dice": 0.9041194915771484, "decode.d7.loss_cls": 0.7117410391569138, "decode.d7.loss_mask": 0.6357220411300659, "decode.d7.loss_dice": 0.8937629967927933, "decode.d8.loss_cls": 0.6940274655818939, "decode.d8.loss_mask": 0.6643005639314652, "decode.d8.loss_dice": 0.9349388420581818, "time": 0.5285207271575928, "memory": 7256, "step": 38450}
{"lr": 7.805722517597755e-06, "data_time": 0.009328794479370118, "grad_norm": 86.34294204711914, "loss": 22.50333023071289, "decode.loss_cls": 0.729409447312355, "decode.loss_mask": 0.6401361331343651, "decode.loss_dice": 0.6517650276422501, "decode.d0.loss_cls": 2.0006521940231323, "decode.d0.loss_mask": 0.7315455704927445, "decode.d0.loss_dice": 0.7817065685987472, "decode.d1.loss_cls": 0.7759908050298691, "decode.d1.loss_mask": 0.7163648694753647, "decode.d1.loss_dice": 0.7296290159225464, "decode.d2.loss_cls": 0.7672471731901169, "decode.d2.loss_mask": 0.6876217782497406, "decode.d2.loss_dice": 0.6806253433227539, "decode.d3.loss_cls": 0.8060717016458512, "decode.d3.loss_mask": 0.699575562775135, "decode.d3.loss_dice": 0.6984105169773102, "decode.d4.loss_cls": 0.8081240952014923, "decode.d4.loss_mask": 0.651148147881031, "decode.d4.loss_dice": 0.6656537920236587, "decode.d5.loss_cls": 0.8083055794239045, "decode.d5.loss_mask": 0.6374688804149627, "decode.d5.loss_dice": 0.6604187816381455, "decode.d6.loss_cls": 0.7680766344070434, "decode.d6.loss_mask": 0.6397941917181015, "decode.d6.loss_dice": 0.6594900876283646, "decode.d7.loss_cls": 0.7617455691099166, "decode.d7.loss_mask": 0.6370147734880447, "decode.d7.loss_dice": 0.6762570083141327, "decode.d8.loss_cls": 0.7346548080444336, "decode.d8.loss_mask": 0.638222323358059, "decode.d8.loss_dice": 0.6602049708366394, "time": 0.5292522430419921, "memory": 7236, "step": 38500}
{"lr": 7.802831449763152e-06, "data_time": 0.009150171279907226, "grad_norm": 83.22371902465821, "loss": 27.24408950805664, "decode.loss_cls": 0.6750152930617332, "decode.loss_mask": 0.6781379550695419, "decode.loss_dice": 1.1354361295700073, "decode.d0.loss_cls": 2.167551863193512, "decode.d0.loss_mask": 0.732660049200058, "decode.d0.loss_dice": 1.3201805114746095, "decode.d1.loss_cls": 0.870316407084465, "decode.d1.loss_mask": 0.7314486920833587, "decode.d1.loss_dice": 1.2182392716407775, "decode.d2.loss_cls": 0.7237581819295883, "decode.d2.loss_mask": 0.7187572836875915, "decode.d2.loss_dice": 1.1842621207237243, "decode.d3.loss_cls": 0.7096813738346099, "decode.d3.loss_mask": 0.68128682076931, "decode.d3.loss_dice": 1.122360599040985, "decode.d4.loss_cls": 0.6954623878002166, "decode.d4.loss_mask": 0.692044985294342, "decode.d4.loss_dice": 1.1486616790294648, "decode.d5.loss_cls": 0.7105069413781167, "decode.d5.loss_mask": 0.6858475118875503, "decode.d5.loss_dice": 1.1403573513031007, "decode.d6.loss_cls": 0.6721885085105896, "decode.d6.loss_mask": 0.6963915407657624, "decode.d6.loss_dice": 1.127267801761627, "decode.d7.loss_cls": 0.6952722474932671, "decode.d7.loss_mask": 0.6848350524902344, "decode.d7.loss_dice": 1.1312142312526703, "decode.d8.loss_cls": 0.6617695182561875, "decode.d8.loss_mask": 0.6859060615301132, "decode.d8.loss_dice": 1.1472719609737396, "time": 0.5548407077789307, "memory": 7200, "step": 38550}
{"lr": 7.799940262903134e-06, "data_time": 0.00924687385559082, "grad_norm": 85.95522727966309, "loss": 26.718384742736816, "decode.loss_cls": 1.0126528173685074, "decode.loss_mask": 0.5459522426128387, "decode.loss_dice": 0.9535121232271194, "decode.d0.loss_cls": 2.27236989736557, "decode.d0.loss_mask": 0.5667391926050186, "decode.d0.loss_dice": 1.0809413135051726, "decode.d1.loss_cls": 1.2308405220508576, "decode.d1.loss_mask": 0.5297896325588226, "decode.d1.loss_dice": 0.9961006164550781, "decode.d2.loss_cls": 1.0170440837740897, "decode.d2.loss_mask": 0.5879918903112411, "decode.d2.loss_dice": 1.0114862680435182, "decode.d3.loss_cls": 0.967478683590889, "decode.d3.loss_mask": 0.5526418149471283, "decode.d3.loss_dice": 0.9608319044113159, "decode.d4.loss_cls": 1.0115896046161652, "decode.d4.loss_mask": 0.553892919421196, "decode.d4.loss_dice": 0.9725779920816422, "decode.d5.loss_cls": 0.990198090672493, "decode.d5.loss_mask": 0.5500078916549682, "decode.d5.loss_dice": 0.9624394804239274, "decode.d6.loss_cls": 0.9791248321533204, "decode.d6.loss_mask": 0.5512911140918731, "decode.d6.loss_dice": 0.9545756757259369, "decode.d7.loss_cls": 0.9518012017011642, "decode.d7.loss_mask": 0.5466554671525955, "decode.d7.loss_dice": 0.9542167812585831, "decode.d8.loss_cls": 0.9433107078075409, "decode.d8.loss_mask": 0.5475692689418793, "decode.d8.loss_dice": 0.9627595782279968, "time": 0.5295042514801025, "memory": 7189, "step": 38600}
{"lr": 7.79704895696378e-06, "data_time": 0.00943131446838379, "grad_norm": 96.42181091308593, "loss": 33.36153683662415, "decode.loss_cls": 0.9226623207330704, "decode.loss_mask": 0.6819577127695083, "decode.loss_dice": 1.4121446430683136, "decode.d0.loss_cls": 2.6922744631767275, "decode.d0.loss_mask": 0.7286791354417801, "decode.d0.loss_dice": 1.7204722315073013, "decode.d1.loss_cls": 1.2049644485116004, "decode.d1.loss_mask": 0.7155578851699829, "decode.d1.loss_dice": 1.6230285495519639, "decode.d2.loss_cls": 1.0399148114025594, "decode.d2.loss_mask": 0.7090947777032852, "decode.d2.loss_dice": 1.5017763704061509, "decode.d3.loss_cls": 1.00848730802536, "decode.d3.loss_mask": 0.6810157537460327, "decode.d3.loss_dice": 1.442460985481739, "decode.d4.loss_cls": 0.9781593017280101, "decode.d4.loss_mask": 0.6830585867166519, "decode.d4.loss_dice": 1.4903801262378693, "decode.d5.loss_cls": 0.925254849344492, "decode.d5.loss_mask": 0.6745119273662568, "decode.d5.loss_dice": 1.470139430463314, "decode.d6.loss_cls": 0.9034817211329937, "decode.d6.loss_mask": 0.6752215147018432, "decode.d6.loss_dice": 1.449308878183365, "decode.d7.loss_cls": 0.923535055667162, "decode.d7.loss_mask": 0.6758856981992721, "decode.d7.loss_dice": 1.4215592741966248, "decode.d8.loss_cls": 0.8884359944611788, "decode.d8.loss_mask": 0.6801650822162628, "decode.d8.loss_dice": 1.4379485532641412, "time": 0.5556707382202148, "memory": 7261, "step": 38650}
{"lr": 7.794157531891108e-06, "data_time": 0.009157395362854004, "grad_norm": 85.72744865417481, "loss": 21.54959864616394, "decode.loss_cls": 0.549449123442173, "decode.loss_mask": 0.5363348260521889, "decode.loss_dice": 0.8279281079769134, "decode.d0.loss_cls": 2.1019877910614015, "decode.d0.loss_mask": 0.5953451544046402, "decode.d0.loss_dice": 0.9196774005889893, "decode.d1.loss_cls": 0.822510227560997, "decode.d1.loss_mask": 0.5516105324029923, "decode.d1.loss_dice": 0.8713918849825859, "decode.d2.loss_cls": 0.7099280208349228, "decode.d2.loss_mask": 0.5360558092594147, "decode.d2.loss_dice": 0.8402282476425171, "decode.d3.loss_cls": 0.6217970490455628, "decode.d3.loss_mask": 0.5349098101258278, "decode.d3.loss_dice": 0.829351395368576, "decode.d4.loss_cls": 0.6100441545248032, "decode.d4.loss_mask": 0.532573576271534, "decode.d4.loss_dice": 0.8272992178797722, "decode.d5.loss_cls": 0.5958304673433303, "decode.d5.loss_mask": 0.5399382159113884, "decode.d5.loss_dice": 0.8279517389833927, "decode.d6.loss_cls": 0.5984761983156204, "decode.d6.loss_mask": 0.5387498244643212, "decode.d6.loss_dice": 0.826209406554699, "decode.d7.loss_cls": 0.5534652069211006, "decode.d7.loss_mask": 0.532954677939415, "decode.d7.loss_dice": 0.8115560084581375, "decode.d8.loss_cls": 0.5594261884689331, "decode.d8.loss_mask": 0.5233644098043442, "decode.d8.loss_dice": 0.8232544168829918, "time": 0.5302670955657959, "memory": 7214, "step": 38700}
{"lr": 7.791265987631094e-06, "data_time": 0.00914301872253418, "grad_norm": 94.29223747253418, "loss": 27.38029193878174, "decode.loss_cls": 0.8436365455389023, "decode.loss_mask": 0.623809264600277, "decode.loss_dice": 1.1137680947780608, "decode.d0.loss_cls": 2.2259318232536316, "decode.d0.loss_mask": 0.6545782297849655, "decode.d0.loss_dice": 1.3269780442118644, "decode.d1.loss_cls": 0.9928477749228477, "decode.d1.loss_mask": 0.6291588217020034, "decode.d1.loss_dice": 1.2120667397975922, "decode.d2.loss_cls": 0.8846154332160949, "decode.d2.loss_mask": 0.6119435489177704, "decode.d2.loss_dice": 1.1235707700252533, "decode.d3.loss_cls": 0.8536949433386326, "decode.d3.loss_mask": 0.6223027557134628, "decode.d3.loss_dice": 1.1102178320288658, "decode.d4.loss_cls": 0.8380525782704353, "decode.d4.loss_mask": 0.6184682786464691, "decode.d4.loss_dice": 1.082713809609413, "decode.d5.loss_cls": 0.8239521332085132, "decode.d5.loss_mask": 0.6054857760667801, "decode.d5.loss_dice": 1.0892399474978447, "decode.d6.loss_cls": 0.7977874614298344, "decode.d6.loss_mask": 0.6098516762256623, "decode.d6.loss_dice": 1.0763135805726052, "decode.d7.loss_cls": 0.8075370594859124, "decode.d7.loss_mask": 0.5938023045659065, "decode.d7.loss_dice": 1.0766516670584678, "decode.d8.loss_cls": 0.8034720122814178, "decode.d8.loss_mask": 0.6161161944270134, "decode.d8.loss_dice": 1.1117282584309578, "time": 0.5550975799560547, "memory": 7277, "step": 38750}
{"lr": 7.788374324129684e-06, "data_time": 0.009293937683105468, "grad_norm": 88.4063060760498, "loss": 20.435654592514037, "decode.loss_cls": 0.6620086908340455, "decode.loss_mask": 0.5040126964449883, "decode.loss_dice": 0.6938786320388317, "decode.d0.loss_cls": 1.9221506595611573, "decode.d0.loss_mask": 0.5507437080144882, "decode.d0.loss_dice": 0.8086492478847503, "decode.d1.loss_cls": 0.7852139256894588, "decode.d1.loss_mask": 0.5329254880547524, "decode.d1.loss_dice": 0.7862382426857948, "decode.d2.loss_cls": 0.653139466047287, "decode.d2.loss_mask": 0.538084551692009, "decode.d2.loss_dice": 0.7604300133883953, "decode.d3.loss_cls": 0.6500577017664909, "decode.d3.loss_mask": 0.5318047940731049, "decode.d3.loss_dice": 0.7470866993069649, "decode.d4.loss_cls": 0.6351205009967089, "decode.d4.loss_mask": 0.5266451373696327, "decode.d4.loss_dice": 0.7605608351528644, "decode.d5.loss_cls": 0.6418032430112361, "decode.d5.loss_mask": 0.5192416325211525, "decode.d5.loss_dice": 0.7137926176190377, "decode.d6.loss_cls": 0.6309979684650898, "decode.d6.loss_mask": 0.5074316844344139, "decode.d6.loss_dice": 0.6965145505964756, "decode.d7.loss_cls": 0.6145031802356243, "decode.d7.loss_mask": 0.5177255481481552, "decode.d7.loss_dice": 0.6880540072917938, "decode.d8.loss_cls": 0.647586414963007, "decode.d8.loss_mask": 0.5048568680882454, "decode.d8.loss_dice": 0.7043949618935585, "time": 0.5581487417221069, "memory": 7223, "step": 38800}
{"lr": 7.785482541332757e-06, "data_time": 0.009411120414733886, "grad_norm": 86.91505355834961, "loss": 34.79664916992188, "decode.loss_cls": 0.9593421578407287, "decode.loss_mask": 0.9140804678201675, "decode.loss_dice": 1.3828377068042754, "decode.d0.loss_cls": 2.623930513858795, "decode.d0.loss_mask": 0.9410714417695999, "decode.d0.loss_dice": 1.6796110630035401, "decode.d1.loss_cls": 1.0504985749721527, "decode.d1.loss_mask": 0.9414437413215637, "decode.d1.loss_dice": 1.5576374292373658, "decode.d2.loss_cls": 0.921931990981102, "decode.d2.loss_mask": 0.9243402272462845, "decode.d2.loss_dice": 1.5139030277729035, "decode.d3.loss_cls": 0.9375299036502838, "decode.d3.loss_mask": 0.913658806681633, "decode.d3.loss_dice": 1.4212702751159667, "decode.d4.loss_cls": 0.914497458934784, "decode.d4.loss_mask": 0.9277770519256592, "decode.d4.loss_dice": 1.433408159017563, "decode.d5.loss_cls": 0.9439284384250641, "decode.d5.loss_mask": 0.914348715543747, "decode.d5.loss_dice": 1.3992174208164214, "decode.d6.loss_cls": 0.8856528043746948, "decode.d6.loss_mask": 0.9626054286956787, "decode.d6.loss_dice": 1.3573382556438447, "decode.d7.loss_cls": 0.9066057294607163, "decode.d7.loss_mask": 0.897738340497017, "decode.d7.loss_dice": 1.3720133364200593, "decode.d8.loss_cls": 0.9078031003475189, "decode.d8.loss_mask": 0.9217559307813644, "decode.d8.loss_dice": 1.368871909379959, "time": 0.5281657218933106, "memory": 7234, "step": 38850}
{"lr": 7.78259063918615e-06, "data_time": 0.009225916862487794, "grad_norm": 80.1951904296875, "loss": 27.79938793182373, "decode.loss_cls": 0.8411476939916611, "decode.loss_mask": 0.5903598368167877, "decode.loss_dice": 1.0401241660118103, "decode.d0.loss_cls": 2.3997651815414427, "decode.d0.loss_mask": 0.6981384187936783, "decode.d0.loss_dice": 1.328767430782318, "decode.d1.loss_cls": 1.0773021101951599, "decode.d1.loss_mask": 0.6481807172298432, "decode.d1.loss_dice": 1.1670051336288452, "decode.d2.loss_cls": 0.8967069029808045, "decode.d2.loss_mask": 0.6368335872888565, "decode.d2.loss_dice": 1.12457774579525, "decode.d3.loss_cls": 0.9083357244729996, "decode.d3.loss_mask": 0.6280605763196945, "decode.d3.loss_dice": 1.090715828537941, "decode.d4.loss_cls": 0.8951072573661805, "decode.d4.loss_mask": 0.6214092135429382, "decode.d4.loss_dice": 1.0748419523239137, "decode.d5.loss_cls": 0.8653436541557312, "decode.d5.loss_mask": 0.6116611957550049, "decode.d5.loss_dice": 1.0692958652973175, "decode.d6.loss_cls": 0.8719489872455597, "decode.d6.loss_mask": 0.6024928450584411, "decode.d6.loss_dice": 1.0484248220920562, "decode.d7.loss_cls": 0.883588045835495, "decode.d7.loss_mask": 0.6126364052295685, "decode.d7.loss_dice": 1.0688330709934235, "decode.d8.loss_cls": 0.810297167301178, "decode.d8.loss_mask": 0.6123162835836411, "decode.d8.loss_dice": 1.0751699447631835, "time": 0.5291692018508911, "memory": 7204, "step": 38900}
{"lr": 7.779698617635667e-06, "data_time": 0.009116291999816895, "grad_norm": 81.8585578918457, "loss": 27.03802604675293, "decode.loss_cls": 0.6277367681264877, "decode.loss_mask": 0.7888646930456161, "decode.loss_dice": 1.0802575141191482, "decode.d0.loss_cls": 2.2088253140449523, "decode.d0.loss_mask": 0.7896030306816101, "decode.d0.loss_dice": 1.230398389697075, "decode.d1.loss_cls": 0.8682599633932113, "decode.d1.loss_mask": 0.7124221861362457, "decode.d1.loss_dice": 1.1324825823307036, "decode.d2.loss_cls": 0.7979050815105438, "decode.d2.loss_mask": 0.732171393930912, "decode.d2.loss_dice": 1.1109680235385895, "decode.d3.loss_cls": 0.7176192581653595, "decode.d3.loss_mask": 0.7513860568404198, "decode.d3.loss_dice": 1.0926858991384507, "decode.d4.loss_cls": 0.7078862965106965, "decode.d4.loss_mask": 0.7429943889379501, "decode.d4.loss_dice": 1.057120642066002, "decode.d5.loss_cls": 0.6265536472201347, "decode.d5.loss_mask": 0.7578650027513504, "decode.d5.loss_dice": 1.0950527131557464, "decode.d6.loss_cls": 0.6469078809022903, "decode.d6.loss_mask": 0.7471482664346695, "decode.d6.loss_dice": 1.0678473591804505, "decode.d7.loss_cls": 0.5998625934123993, "decode.d7.loss_mask": 0.764525194466114, "decode.d7.loss_dice": 1.0898685604333878, "decode.d8.loss_cls": 0.6154261752963066, "decode.d8.loss_mask": 0.7963757514953613, "decode.d8.loss_dice": 1.0810071855783463, "time": 0.5299882173538208, "memory": 7262, "step": 38950}
{"lr": 7.776806476627064e-06, "data_time": 0.009205317497253418, "grad_norm": 87.5771484375, "loss": 28.606804943084718, "decode.loss_cls": 0.6504218146204949, "decode.loss_mask": 0.7899640575051308, "decode.loss_dice": 1.235757976770401, "decode.d0.loss_cls": 2.22656786441803, "decode.d0.loss_mask": 0.8769100248813629, "decode.d0.loss_dice": 1.3638949155807496, "decode.d1.loss_cls": 0.757516548037529, "decode.d1.loss_mask": 0.7963249415159226, "decode.d1.loss_dice": 1.328708553314209, "decode.d2.loss_cls": 0.6838826477527619, "decode.d2.loss_mask": 0.7676982343196869, "decode.d2.loss_dice": 1.2430321455001831, "decode.d3.loss_cls": 0.6270530641078949, "decode.d3.loss_mask": 0.7867406368255615, "decode.d3.loss_dice": 1.2169517159461976, "decode.d4.loss_cls": 0.6178255110979081, "decode.d4.loss_mask": 0.8004639267921447, "decode.d4.loss_dice": 1.2361856341361999, "decode.d5.loss_cls": 0.63873742967844, "decode.d5.loss_mask": 0.786018294095993, "decode.d5.loss_dice": 1.2403521686792374, "decode.d6.loss_cls": 0.6336980551481247, "decode.d6.loss_mask": 0.8035273790359497, "decode.d6.loss_dice": 1.2213449090719224, "decode.d7.loss_cls": 0.6402035281062126, "decode.d7.loss_mask": 0.7751498878002167, "decode.d7.loss_dice": 1.2242920964956283, "decode.d8.loss_cls": 0.6111947193741798, "decode.d8.loss_mask": 0.78294438123703, "decode.d8.loss_dice": 1.2434426635503768, "time": 0.5284575462341309, "memory": 7186, "step": 39000}
{"lr": 7.773914216106028e-06, "data_time": 0.009406280517578126, "grad_norm": 104.18217430114746, "loss": 27.200249481201173, "decode.loss_cls": 0.8990147888660431, "decode.loss_mask": 0.6962572902441024, "decode.loss_dice": 0.9426568359136581, "decode.d0.loss_cls": 2.346043276786804, "decode.d0.loss_mask": 0.7859775274991989, "decode.d0.loss_dice": 1.0835024058818816, "decode.d1.loss_cls": 1.0069649785757064, "decode.d1.loss_mask": 0.7414671957492829, "decode.d1.loss_dice": 1.0336326241493226, "decode.d2.loss_cls": 0.8961478158831596, "decode.d2.loss_mask": 0.7169348359107971, "decode.d2.loss_dice": 0.9758292078971863, "decode.d3.loss_cls": 0.8918876796960831, "decode.d3.loss_mask": 0.6847907453775406, "decode.d3.loss_dice": 0.9405506044626236, "decode.d4.loss_cls": 0.812772910296917, "decode.d4.loss_mask": 0.7115967303514481, "decode.d4.loss_dice": 0.9717153400182724, "decode.d5.loss_cls": 0.8337837427854538, "decode.d5.loss_mask": 0.7021068304777145, "decode.d5.loss_dice": 0.9493195384740829, "decode.d6.loss_cls": 0.9053467512130737, "decode.d6.loss_mask": 0.6957798719406127, "decode.d6.loss_dice": 0.9296853959560394, "decode.d7.loss_cls": 0.8984392121434212, "decode.d7.loss_mask": 0.6853512167930603, "decode.d7.loss_dice": 0.9284560322761536, "decode.d8.loss_cls": 0.8501694932579994, "decode.d8.loss_mask": 0.737092012166977, "decode.d8.loss_dice": 0.9469773828983307, "time": 0.5302470207214356, "memory": 7232, "step": 39050}
{"lr": 7.77102183601821e-06, "data_time": 0.009365463256835937, "grad_norm": 95.55745162963868, "loss": 25.669913959503173, "decode.loss_cls": 0.7878055989742279, "decode.loss_mask": 0.6602315425872802, "decode.loss_dice": 0.8731337070465088, "decode.d0.loss_cls": 2.310628080368042, "decode.d0.loss_mask": 0.701939408481121, "decode.d0.loss_dice": 1.0123427927494049, "decode.d1.loss_cls": 1.0334208995103835, "decode.d1.loss_mask": 0.7217452079057693, "decode.d1.loss_dice": 0.9787355631589889, "decode.d2.loss_cls": 0.9211335867643357, "decode.d2.loss_mask": 0.7209308117628097, "decode.d2.loss_dice": 0.896775659918785, "decode.d3.loss_cls": 0.8034150749444962, "decode.d3.loss_mask": 0.7069696679711341, "decode.d3.loss_dice": 0.8783549457788468, "decode.d4.loss_cls": 0.8171567916870117, "decode.d4.loss_mask": 0.6824769794940948, "decode.d4.loss_dice": 0.897853609919548, "decode.d5.loss_cls": 0.8089945197105408, "decode.d5.loss_mask": 0.6624787002801895, "decode.d5.loss_dice": 0.8790704846382141, "decode.d6.loss_cls": 0.7861600637435913, "decode.d6.loss_mask": 0.6560906887054443, "decode.d6.loss_dice": 0.8642127335071563, "decode.d7.loss_cls": 0.7847442239522934, "decode.d7.loss_mask": 0.6508610397577286, "decode.d7.loss_dice": 0.8360261797904969, "decode.d8.loss_cls": 0.7898288547992707, "decode.d8.loss_mask": 0.6734065309166908, "decode.d8.loss_dice": 0.8729890376329422, "time": 0.5301579475402832, "memory": 7233, "step": 39100}
{"lr": 7.768129336309211e-06, "data_time": 0.009384894371032714, "grad_norm": 98.63969573974609, "loss": 27.285982513427733, "decode.loss_cls": 0.8685639500617981, "decode.loss_mask": 0.7383154779672623, "decode.loss_dice": 0.9326472580432892, "decode.d0.loss_cls": 2.217658889293671, "decode.d0.loss_mask": 0.7837421655654907, "decode.d0.loss_dice": 1.0612604379653932, "decode.d1.loss_cls": 0.963320928812027, "decode.d1.loss_mask": 0.7461077094078064, "decode.d1.loss_dice": 0.9624116897583008, "decode.d2.loss_cls": 0.9243804305791855, "decode.d2.loss_mask": 0.7248585879802704, "decode.d2.loss_dice": 0.947794508934021, "decode.d3.loss_cls": 0.898975032567978, "decode.d3.loss_mask": 0.7343402624130249, "decode.d3.loss_dice": 0.9333848595619202, "decode.d4.loss_cls": 0.9363051399588584, "decode.d4.loss_mask": 0.7199967861175537, "decode.d4.loss_dice": 0.9335979133844375, "decode.d5.loss_cls": 0.9198290422558785, "decode.d5.loss_mask": 0.7279749065637589, "decode.d5.loss_dice": 0.9564859330654144, "decode.d6.loss_cls": 0.9162983894348145, "decode.d6.loss_mask": 0.7068206995725632, "decode.d6.loss_dice": 0.9239543497562408, "decode.d7.loss_cls": 0.9266299575567245, "decode.d7.loss_mask": 0.7135561227798461, "decode.d7.loss_dice": 0.9263348281383514, "decode.d8.loss_cls": 0.8813783660531044, "decode.d8.loss_mask": 0.722328531742096, "decode.d8.loss_dice": 0.9367281913757324, "time": 0.5291932582855224, "memory": 7227, "step": 39150}
{"lr": 7.765236716924604e-06, "data_time": 0.009444570541381836, "grad_norm": 83.38911323547363, "loss": 29.068366146087648, "decode.loss_cls": 0.8941392168402672, "decode.loss_mask": 0.6668573647737503, "decode.loss_dice": 1.0703969478607178, "decode.d0.loss_cls": 2.5695048570632935, "decode.d0.loss_mask": 0.7044011533260346, "decode.d0.loss_dice": 1.2754483759403228, "decode.d1.loss_cls": 1.1090925693511964, "decode.d1.loss_mask": 0.779089879989624, "decode.d1.loss_dice": 1.1968112289905548, "decode.d2.loss_cls": 0.975751368701458, "decode.d2.loss_mask": 0.7178879708051682, "decode.d2.loss_dice": 1.1369218468666076, "decode.d3.loss_cls": 0.8939032688736915, "decode.d3.loss_mask": 0.7141358077526092, "decode.d3.loss_dice": 1.1204727381467818, "decode.d4.loss_cls": 0.9241506099700928, "decode.d4.loss_mask": 0.6743608713150024, "decode.d4.loss_dice": 1.0857993572950364, "decode.d5.loss_cls": 0.8546171024441719, "decode.d5.loss_mask": 0.6916725173592567, "decode.d5.loss_dice": 1.0671988904476166, "decode.d6.loss_cls": 0.9281920075416565, "decode.d6.loss_mask": 0.6531116932630538, "decode.d6.loss_dice": 1.0622549533843995, "decode.d7.loss_cls": 0.9081218287348747, "decode.d7.loss_mask": 0.6693318724632263, "decode.d7.loss_dice": 1.0709786236286163, "decode.d8.loss_cls": 0.9489470809698105, "decode.d8.loss_mask": 0.6405525803565979, "decode.d8.loss_dice": 1.0642605125904083, "time": 0.5278587579727173, "memory": 7222, "step": 39200}
{"lr": 7.762343977809885e-06, "data_time": 0.009241795539855957, "grad_norm": 83.89035873413086, "loss": 28.484828376770018, "decode.loss_cls": 0.7914321437478066, "decode.loss_mask": 0.698140224814415, "decode.loss_dice": 1.102121466398239, "decode.d0.loss_cls": 2.205744993686676, "decode.d0.loss_mask": 0.8044965773820877, "decode.d0.loss_dice": 1.327962189912796, "decode.d1.loss_cls": 0.9463372200727462, "decode.d1.loss_mask": 0.7392272233963013, "decode.d1.loss_dice": 1.2500052213668824, "decode.d2.loss_cls": 0.8725328862667083, "decode.d2.loss_mask": 0.6982691198587417, "decode.d2.loss_dice": 1.1769023656845092, "decode.d3.loss_cls": 0.8386578321456909, "decode.d3.loss_mask": 0.710518354177475, "decode.d3.loss_dice": 1.1506990373134613, "decode.d4.loss_cls": 0.8326326429843902, "decode.d4.loss_mask": 0.6882763892412186, "decode.d4.loss_dice": 1.126487946510315, "decode.d5.loss_cls": 0.8362525776028633, "decode.d5.loss_mask": 0.6829130053520203, "decode.d5.loss_dice": 1.127252221107483, "decode.d6.loss_cls": 0.8229590848088264, "decode.d6.loss_mask": 0.6953060150146484, "decode.d6.loss_dice": 1.128276026248932, "decode.d7.loss_cls": 0.7336398765444756, "decode.d7.loss_mask": 0.6988457858562469, "decode.d7.loss_dice": 1.1662625253200531, "decode.d8.loss_cls": 0.8079488456249238, "decode.d8.loss_mask": 0.6988876581192016, "decode.d8.loss_dice": 1.1258410573005677, "time": 0.5288637638092041, "memory": 7257, "step": 39250}
{"lr": 7.759451118910534e-06, "data_time": 0.009334540367126465, "grad_norm": 80.48324661254883, "loss": 32.23167181015015, "decode.loss_cls": 0.9048622459173202, "decode.loss_mask": 0.7939959198236466, "decode.loss_dice": 1.2065777063369751, "decode.d0.loss_cls": 2.3772743821144102, "decode.d0.loss_mask": 0.8629196256399154, "decode.d0.loss_dice": 1.4777342557907105, "decode.d1.loss_cls": 1.174807423353195, "decode.d1.loss_mask": 0.8096141129732132, "decode.d1.loss_dice": 1.377412348985672, "decode.d2.loss_cls": 1.0383897602558136, "decode.d2.loss_mask": 0.8197080492973328, "decode.d2.loss_dice": 1.3253988951444626, "decode.d3.loss_cls": 1.0715747699141502, "decode.d3.loss_mask": 0.8094390094280243, "decode.d3.loss_dice": 1.2347222715616226, "decode.d4.loss_cls": 1.0305341094732285, "decode.d4.loss_mask": 0.8142372488975524, "decode.d4.loss_dice": 1.2778562933206559, "decode.d5.loss_cls": 0.9672442629933358, "decode.d5.loss_mask": 0.7956725358963013, "decode.d5.loss_dice": 1.2292751312255858, "decode.d6.loss_cls": 0.9778440609574318, "decode.d6.loss_mask": 0.7968551635742187, "decode.d6.loss_dice": 1.1815708458423615, "decode.d7.loss_cls": 0.9602639153599739, "decode.d7.loss_mask": 0.7902151048183441, "decode.d7.loss_dice": 1.185729017853737, "decode.d8.loss_cls": 0.9680515870451927, "decode.d8.loss_mask": 0.7817296892404556, "decode.d8.loss_dice": 1.1901611924171447, "time": 0.5308700323104858, "memory": 7243, "step": 39300}
{"lr": 7.75655814017196e-06, "data_time": 0.009469914436340331, "grad_norm": 96.26674118041993, "loss": 32.174417400360106, "decode.loss_cls": 0.9851693108677864, "decode.loss_mask": 0.8457683593034744, "decode.loss_dice": 1.1510295689105987, "decode.d0.loss_cls": 2.438386881351471, "decode.d0.loss_mask": 0.891479766368866, "decode.d0.loss_dice": 1.4132287800312042, "decode.d1.loss_cls": 1.1320823103189468, "decode.d1.loss_mask": 0.8777447879314423, "decode.d1.loss_dice": 1.2931749641895294, "decode.d2.loss_cls": 1.010908368229866, "decode.d2.loss_mask": 0.8586998969316483, "decode.d2.loss_dice": 1.2716136306524277, "decode.d3.loss_cls": 0.960100756585598, "decode.d3.loss_mask": 0.8886405050754547, "decode.d3.loss_dice": 1.2273703873157502, "decode.d4.loss_cls": 0.9876440793275834, "decode.d4.loss_mask": 0.8675213187932969, "decode.d4.loss_dice": 1.2088226288557054, "decode.d5.loss_cls": 0.9342350140213966, "decode.d5.loss_mask": 0.8632058173418045, "decode.d5.loss_dice": 1.2091206789016724, "decode.d6.loss_cls": 0.9536875188350677, "decode.d6.loss_mask": 0.8378642678260804, "decode.d6.loss_dice": 1.1671455711126328, "decode.d7.loss_cls": 0.964475367963314, "decode.d7.loss_mask": 0.8215448021888733, "decode.d7.loss_dice": 1.185765102505684, "decode.d8.loss_cls": 0.9249418824911118, "decode.d8.loss_mask": 0.8293062657117843, "decode.d8.loss_dice": 1.1737389713525772, "time": 0.5527488946914673, "memory": 7199, "step": 39350}
{"lr": 7.753665041539527e-06, "data_time": 0.009218811988830566, "grad_norm": 94.89888076782226, "loss": 27.22305908203125, "decode.loss_cls": 0.6703632265329361, "decode.loss_mask": 0.7487897336483001, "decode.loss_dice": 1.0288732707500459, "decode.d0.loss_cls": 2.191951113939285, "decode.d0.loss_mask": 0.7877379536628724, "decode.d0.loss_dice": 1.2295396447181701, "decode.d1.loss_cls": 0.7941882073879242, "decode.d1.loss_mask": 0.7714149087667466, "decode.d1.loss_dice": 1.1383816957473756, "decode.d2.loss_cls": 0.741980230808258, "decode.d2.loss_mask": 0.7747165143489838, "decode.d2.loss_dice": 1.0853506803512574, "decode.d3.loss_cls": 0.74236860871315, "decode.d3.loss_mask": 0.7639329433441162, "decode.d3.loss_dice": 1.0750771820545197, "decode.d4.loss_cls": 0.7667175889015198, "decode.d4.loss_mask": 0.7607792377471924, "decode.d4.loss_dice": 1.0642180919647217, "decode.d5.loss_cls": 0.7934147596359253, "decode.d5.loss_mask": 0.7504125952720642, "decode.d5.loss_dice": 1.051940131187439, "decode.d6.loss_cls": 0.7398052006959915, "decode.d6.loss_mask": 0.7402893126010894, "decode.d6.loss_dice": 1.0401463985443116, "decode.d7.loss_cls": 0.7118565499782562, "decode.d7.loss_mask": 0.7489009141921997, "decode.d7.loss_dice": 1.033503246307373, "decode.d8.loss_cls": 0.6899260580539703, "decode.d8.loss_mask": 0.7500876903533935, "decode.d8.loss_dice": 1.0363948822021485, "time": 0.5276109933853149, "memory": 7206, "step": 39400}
{"lr": 7.750771822958547e-06, "data_time": 0.00922393798828125, "grad_norm": 73.91368942260742, "loss": 24.618324947357177, "decode.loss_cls": 0.8775538742542267, "decode.loss_mask": 0.5979748636484146, "decode.loss_dice": 0.8380761131644249, "decode.d0.loss_cls": 2.127020299434662, "decode.d0.loss_mask": 0.6052731350064278, "decode.d0.loss_dice": 0.9904041513800621, "decode.d1.loss_cls": 0.9432976588606834, "decode.d1.loss_mask": 0.6226660877466201, "decode.d1.loss_dice": 0.912804725766182, "decode.d2.loss_cls": 0.9296275183558464, "decode.d2.loss_mask": 0.5802577942609787, "decode.d2.loss_dice": 0.8694033533334732, "decode.d3.loss_cls": 0.8784146681427956, "decode.d3.loss_mask": 0.577212604880333, "decode.d3.loss_dice": 0.8316509157419205, "decode.d4.loss_cls": 0.8729031145572662, "decode.d4.loss_mask": 0.5964949935674667, "decode.d4.loss_dice": 0.8406748868525028, "decode.d5.loss_cls": 0.8095172479748726, "decode.d5.loss_mask": 0.6036367505788803, "decode.d5.loss_dice": 0.8631932072341442, "decode.d6.loss_cls": 0.8262035250663757, "decode.d6.loss_mask": 0.6123488575220108, "decode.d6.loss_dice": 0.853116612136364, "decode.d7.loss_cls": 0.763284458220005, "decode.d7.loss_mask": 0.6194323524832726, "decode.d7.loss_dice": 0.8737138912081719, "decode.d8.loss_cls": 0.8439810782670975, "decode.d8.loss_mask": 0.6070052087306976, "decode.d8.loss_dice": 0.851180525124073, "time": 0.5298535823822021, "memory": 7282, "step": 39450}
{"lr": 7.747878484374308e-06, "data_time": 0.009313297271728516, "grad_norm": 85.07535514831542, "loss": 28.831302452087403, "decode.loss_cls": 0.7322039157152176, "decode.loss_mask": 0.7757392913103104, "decode.loss_dice": 1.1294633865356445, "decode.d0.loss_cls": 2.4153993248939516, "decode.d0.loss_mask": 0.8326902598142624, "decode.d0.loss_dice": 1.2945011675357818, "decode.d1.loss_cls": 0.7941051572561264, "decode.d1.loss_mask": 0.8336611777544022, "decode.d1.loss_dice": 1.2690146505832671, "decode.d2.loss_cls": 0.8108951777219773, "decode.d2.loss_mask": 0.7960154861211777, "decode.d2.loss_dice": 1.1767730832099914, "decode.d3.loss_cls": 0.824220085144043, "decode.d3.loss_mask": 0.7703704357147216, "decode.d3.loss_dice": 1.1124088883399963, "decode.d4.loss_cls": 0.8174761205911636, "decode.d4.loss_mask": 0.8095538049936295, "decode.d4.loss_dice": 1.1561049044132232, "decode.d5.loss_cls": 0.6691544711589813, "decode.d5.loss_mask": 0.791838800907135, "decode.d5.loss_dice": 1.1303640365600587, "decode.d6.loss_cls": 0.7372980743646622, "decode.d6.loss_mask": 0.7728857457637787, "decode.d6.loss_dice": 1.1091772198677063, "decode.d7.loss_cls": 0.7839959621429443, "decode.d7.loss_mask": 0.7609801411628723, "decode.d7.loss_dice": 1.1080022692680358, "decode.d8.loss_cls": 0.7437958776950836, "decode.d8.loss_mask": 0.7662768840789795, "decode.d8.loss_dice": 1.1069373488426208, "time": 0.5615799903869629, "memory": 7282, "step": 39500}
{"lr": 7.744985025732024e-06, "data_time": 0.00935664176940918, "grad_norm": 80.80415573120118, "loss": 32.030801963806155, "decode.loss_cls": 0.8626350373029709, "decode.loss_mask": 0.776034289598465, "decode.loss_dice": 1.3130464375019073, "decode.d0.loss_cls": 2.4118483662605286, "decode.d0.loss_mask": 0.8329749941825867, "decode.d0.loss_dice": 1.5229816675186156, "decode.d1.loss_cls": 1.0418185949325562, "decode.d1.loss_mask": 0.8361132144927979, "decode.d1.loss_dice": 1.482801580429077, "decode.d2.loss_cls": 0.9493432104587555, "decode.d2.loss_mask": 0.8016810894012452, "decode.d2.loss_dice": 1.400489044189453, "decode.d3.loss_cls": 0.8767833769321441, "decode.d3.loss_mask": 0.7881820917129516, "decode.d3.loss_dice": 1.3395142316818238, "decode.d4.loss_cls": 0.8594810038805007, "decode.d4.loss_mask": 0.8159089654684066, "decode.d4.loss_dice": 1.3418007850646974, "decode.d5.loss_cls": 0.8236754596233368, "decode.d5.loss_mask": 0.782444778084755, "decode.d5.loss_dice": 1.332301491498947, "decode.d6.loss_cls": 0.8666376978158951, "decode.d6.loss_mask": 0.77216756939888, "decode.d6.loss_dice": 1.266036856174469, "decode.d7.loss_cls": 0.8444460928440094, "decode.d7.loss_mask": 0.7701004087924957, "decode.d7.loss_dice": 1.3337675154209137, "decode.d8.loss_cls": 0.8944794714450837, "decode.d8.loss_mask": 0.7622788220643997, "decode.d8.loss_dice": 1.329029804468155, "time": 0.5316703081130981, "memory": 7212, "step": 39550}
{"lr": 7.742091446976886e-06, "data_time": 0.009348154067993164, "grad_norm": 77.89194564819336, "loss": 28.76000337600708, "decode.loss_cls": 0.7886397987604141, "decode.loss_mask": 0.6824672564864158, "decode.loss_dice": 1.1575953543186188, "decode.d0.loss_cls": 2.3643189787864687, "decode.d0.loss_mask": 0.7548763558268548, "decode.d0.loss_dice": 1.3471602737903594, "decode.d1.loss_cls": 0.9229500412940979, "decode.d1.loss_mask": 0.7068828284740448, "decode.d1.loss_dice": 1.261785662174225, "decode.d2.loss_cls": 0.7553438931703568, "decode.d2.loss_mask": 0.7056298300623893, "decode.d2.loss_dice": 1.2170598357915878, "decode.d3.loss_cls": 0.8640559762716293, "decode.d3.loss_mask": 0.7068566665053367, "decode.d3.loss_dice": 1.1500538259744644, "decode.d4.loss_cls": 0.8401241153478622, "decode.d4.loss_mask": 0.6770160853862762, "decode.d4.loss_dice": 1.14187633395195, "decode.d5.loss_cls": 0.8382901519536972, "decode.d5.loss_mask": 0.6775153130292892, "decode.d5.loss_dice": 1.142977014183998, "decode.d6.loss_cls": 0.8379450678825379, "decode.d6.loss_mask": 0.6883476421236991, "decode.d6.loss_dice": 1.1733563721179963, "decode.d7.loss_cls": 0.8061441630125046, "decode.d7.loss_mask": 0.6792390167713165, "decode.d7.loss_dice": 1.1736562162637711, "decode.d8.loss_cls": 0.8354482620954513, "decode.d8.loss_mask": 0.6894373089075089, "decode.d8.loss_dice": 1.1729545712471008, "time": 0.5300187349319458, "memory": 7300, "step": 39600}
{"lr": 7.739197748054027e-06, "data_time": 0.009135842323303223, "grad_norm": 80.5218505859375, "loss": 23.630206298828124, "decode.loss_cls": 0.5366244487464428, "decode.loss_mask": 0.6685913145542145, "decode.loss_dice": 0.9756561011075974, "decode.d0.loss_cls": 2.0805957198143004, "decode.d0.loss_mask": 0.685205152630806, "decode.d0.loss_dice": 1.128088754415512, "decode.d1.loss_cls": 0.6706982180476189, "decode.d1.loss_mask": 0.6473743170499802, "decode.d1.loss_dice": 0.9970232129096985, "decode.d2.loss_cls": 0.5923230327665806, "decode.d2.loss_mask": 0.6587577581405639, "decode.d2.loss_dice": 0.9712725847959518, "decode.d3.loss_cls": 0.5611767612397671, "decode.d3.loss_mask": 0.6584822922945023, "decode.d3.loss_dice": 0.9617266714572906, "decode.d4.loss_cls": 0.547410573810339, "decode.d4.loss_mask": 0.6592080116271972, "decode.d4.loss_dice": 0.9752676010131835, "decode.d5.loss_cls": 0.5863752439618111, "decode.d5.loss_mask": 0.6582439720630646, "decode.d5.loss_dice": 0.97179074883461, "decode.d6.loss_cls": 0.5647766917943955, "decode.d6.loss_mask": 0.6438813209533691, "decode.d6.loss_dice": 0.9658609509468079, "decode.d7.loss_cls": 0.4837252289056778, "decode.d7.loss_mask": 0.648314219713211, "decode.d7.loss_dice": 0.9656882494688034, "decode.d8.loss_cls": 0.518877099454403, "decode.d8.loss_mask": 0.6697841107845306, "decode.d8.loss_dice": 0.977405896782875, "time": 0.5545939207077026, "memory": 7244, "step": 39650}
{"lr": 7.736303928908513e-06, "data_time": 0.009334945678710937, "grad_norm": 77.42678947448731, "loss": 28.23071460723877, "decode.loss_cls": 0.7994051843881607, "decode.loss_mask": 0.7316202849149704, "decode.loss_dice": 1.0115018755197525, "decode.d0.loss_cls": 2.3834523916244508, "decode.d0.loss_mask": 0.796902921795845, "decode.d0.loss_dice": 1.2114030420780182, "decode.d1.loss_cls": 0.9705999493598938, "decode.d1.loss_mask": 0.7961508512496949, "decode.d1.loss_dice": 1.1556969821453094, "decode.d2.loss_cls": 0.955344843864441, "decode.d2.loss_mask": 0.7320824980735778, "decode.d2.loss_dice": 1.1020187258720398, "decode.d3.loss_cls": 0.9284035176038742, "decode.d3.loss_mask": 0.7278039425611496, "decode.d3.loss_dice": 1.0628341108560562, "decode.d4.loss_cls": 0.8900925010442734, "decode.d4.loss_mask": 0.7171444207429886, "decode.d4.loss_dice": 1.0431838095188142, "decode.d5.loss_cls": 0.77667895257473, "decode.d5.loss_mask": 0.7202451467514038, "decode.d5.loss_dice": 1.0653666973114013, "decode.d6.loss_cls": 0.7953666776418686, "decode.d6.loss_mask": 0.7322300761938095, "decode.d6.loss_dice": 1.0378922373056412, "decode.d7.loss_cls": 0.7424707889556885, "decode.d7.loss_mask": 0.7343937069177627, "decode.d7.loss_dice": 1.0525199353694916, "decode.d8.loss_cls": 0.7683100372552871, "decode.d8.loss_mask": 0.7469832092523575, "decode.d8.loss_dice": 1.0426138520240784, "time": 0.5291735649108886, "memory": 7195, "step": 39700}
{"lr": 7.733409989485387e-06, "data_time": 0.00931100845336914, "grad_norm": 81.80801544189453, "loss": 24.934505224227905, "decode.loss_cls": 0.6078466817736625, "decode.loss_mask": 0.6686345502734184, "decode.loss_dice": 0.9515942674130201, "decode.d0.loss_cls": 1.834220176935196, "decode.d0.loss_mask": 0.790750203281641, "decode.d0.loss_dice": 1.1127045493572951, "decode.d1.loss_cls": 0.7939857505261898, "decode.d1.loss_mask": 0.7851937137544155, "decode.d1.loss_dice": 1.0737824391573667, "decode.d2.loss_cls": 0.7674077831208705, "decode.d2.loss_mask": 0.7534864716231823, "decode.d2.loss_dice": 1.0148996956646443, "decode.d3.loss_cls": 0.6560535322874784, "decode.d3.loss_mask": 0.7264981485903264, "decode.d3.loss_dice": 0.9800415463745594, "decode.d4.loss_cls": 0.6394146621227265, "decode.d4.loss_mask": 0.7189095079898834, "decode.d4.loss_dice": 0.9892884775996208, "decode.d5.loss_cls": 0.6003102384507656, "decode.d5.loss_mask": 0.7203562080860137, "decode.d5.loss_dice": 0.9775368012487888, "decode.d6.loss_cls": 0.5785414095968008, "decode.d6.loss_mask": 0.694368339329958, "decode.d6.loss_dice": 0.9676610119640827, "decode.d7.loss_cls": 0.6244562216103077, "decode.d7.loss_mask": 0.6943957075476647, "decode.d7.loss_dice": 0.9555122926831245, "decode.d8.loss_cls": 0.6263723075389862, "decode.d8.loss_mask": 0.6801007442176342, "decode.d8.loss_dice": 0.9501826215535403, "time": 0.5271898746490479, "memory": 7207, "step": 39750}
{"lr": 7.730515929729639e-06, "data_time": 0.009202861785888672, "grad_norm": 83.49673690795899, "loss": 27.168590927124022, "decode.loss_cls": 0.64340381026268, "decode.loss_mask": 0.8071247056126595, "decode.loss_dice": 1.0102872222661972, "decode.d0.loss_cls": 2.39373140335083, "decode.d0.loss_mask": 0.9083014518022537, "decode.d0.loss_dice": 1.1388044744729995, "decode.d1.loss_cls": 0.8733605057001114, "decode.d1.loss_mask": 0.8020929962396621, "decode.d1.loss_dice": 1.042703640460968, "decode.d2.loss_cls": 0.724646019935608, "decode.d2.loss_mask": 0.805283784866333, "decode.d2.loss_dice": 1.0162431240081786, "decode.d3.loss_cls": 0.7361871927976609, "decode.d3.loss_mask": 0.7982930406928063, "decode.d3.loss_dice": 1.01337076574564, "decode.d4.loss_cls": 0.6794972240924835, "decode.d4.loss_mask": 0.8264511480927468, "decode.d4.loss_dice": 1.0605685323476792, "decode.d5.loss_cls": 0.6786928236484527, "decode.d5.loss_mask": 0.8121194690465927, "decode.d5.loss_dice": 1.038685043156147, "decode.d6.loss_cls": 0.6200279980897904, "decode.d6.loss_mask": 0.8041163980960846, "decode.d6.loss_dice": 1.0428547725081443, "decode.d7.loss_cls": 0.6096624910831452, "decode.d7.loss_mask": 0.8015650764107705, "decode.d7.loss_dice": 1.0372415423393249, "decode.d8.loss_cls": 0.6256728261709213, "decode.d8.loss_mask": 0.803105691075325, "decode.d8.loss_dice": 1.0144962668418884, "time": 0.529075813293457, "memory": 7297, "step": 39800}
{"lr": 7.7276217495862e-06, "data_time": 0.009386563301086425, "grad_norm": 83.98815269470215, "loss": 21.306059980392455, "decode.loss_cls": 0.4366801902651787, "decode.loss_mask": 0.5974682658910752, "decode.loss_dice": 0.8542370192706585, "decode.d0.loss_cls": 1.831157958507538, "decode.d0.loss_mask": 0.6895949259400368, "decode.d0.loss_dice": 1.011359229683876, "decode.d1.loss_cls": 0.6002328410744667, "decode.d1.loss_mask": 0.6681659743189812, "decode.d1.loss_dice": 0.934174581617117, "decode.d2.loss_cls": 0.49769294932484626, "decode.d2.loss_mask": 0.6285205490887165, "decode.d2.loss_dice": 0.8985293164849282, "decode.d3.loss_cls": 0.421661389246583, "decode.d3.loss_mask": 0.6297358766198158, "decode.d3.loss_dice": 0.8788770727813244, "decode.d4.loss_cls": 0.43291569873690605, "decode.d4.loss_mask": 0.6316957451403141, "decode.d4.loss_dice": 0.8700454741716385, "decode.d5.loss_cls": 0.47827369533479214, "decode.d5.loss_mask": 0.6511777222156525, "decode.d5.loss_dice": 0.8681181512773037, "decode.d6.loss_cls": 0.4734291426837444, "decode.d6.loss_mask": 0.648564925044775, "decode.d6.loss_dice": 0.8799934729933738, "decode.d7.loss_cls": 0.41630733013153076, "decode.d7.loss_mask": 0.6032611221075058, "decode.d7.loss_dice": 0.8660618759691715, "decode.d8.loss_cls": 0.4418100394308567, "decode.d8.loss_mask": 0.6055299557745457, "decode.d8.loss_dice": 0.8607881829142571, "time": 0.5291443824768066, "memory": 7168, "step": 39850}
{"lr": 7.724727448999961e-06, "data_time": 0.009201669692993164, "grad_norm": 86.92062377929688, "loss": 31.086526679992676, "decode.loss_cls": 0.9415063053369522, "decode.loss_mask": 0.7106560230255127, "decode.loss_dice": 1.302306741476059, "decode.d0.loss_cls": 2.3205756902694703, "decode.d0.loss_mask": 0.8045967131853103, "decode.d0.loss_dice": 1.4775805294513702, "decode.d1.loss_cls": 0.8323119729757309, "decode.d1.loss_mask": 0.758478793501854, "decode.d1.loss_dice": 1.392337840795517, "decode.d2.loss_cls": 0.8554711401462555, "decode.d2.loss_mask": 0.7252784222364426, "decode.d2.loss_dice": 1.334108394384384, "decode.d3.loss_cls": 0.8975878149271012, "decode.d3.loss_mask": 0.718151119351387, "decode.d3.loss_dice": 1.3366708636283875, "decode.d4.loss_cls": 0.9155099511146545, "decode.d4.loss_mask": 0.7328342407941818, "decode.d4.loss_dice": 1.3282126307487487, "decode.d5.loss_cls": 0.942303016781807, "decode.d5.loss_mask": 0.7188912004232406, "decode.d5.loss_dice": 1.2944945871829987, "decode.d6.loss_cls": 0.8731334283947945, "decode.d6.loss_mask": 0.7308474332094193, "decode.d6.loss_dice": 1.3162088334560393, "decode.d7.loss_cls": 0.8991390705108643, "decode.d7.loss_mask": 0.7060566276311875, "decode.d7.loss_dice": 1.3116087913513184, "decode.d8.loss_cls": 0.8632142245769501, "decode.d8.loss_mask": 0.7169173121452331, "decode.d8.loss_dice": 1.3295381724834443, "time": 0.5314668655395508, "memory": 7228, "step": 39900}
{"lr": 7.721833027915766e-06, "data_time": 0.009251070022583009, "grad_norm": 101.17577476501465, "loss": 30.888295364379882, "decode.loss_cls": 0.7855644702911377, "decode.loss_mask": 0.903662484884262, "decode.loss_dice": 1.140379536151886, "decode.d0.loss_cls": 2.2401257514953614, "decode.d0.loss_mask": 1.0004465311765671, "decode.d0.loss_dice": 1.3426554203033447, "decode.d1.loss_cls": 0.9755501598119736, "decode.d1.loss_mask": 1.0012117981910706, "decode.d1.loss_dice": 1.2946149289608002, "decode.d2.loss_cls": 0.8822387397289276, "decode.d2.loss_mask": 0.9161943852901459, "decode.d2.loss_dice": 1.1877659857273102, "decode.d3.loss_cls": 0.8086950898170471, "decode.d3.loss_mask": 0.8927783221006393, "decode.d3.loss_dice": 1.1568199813365936, "decode.d4.loss_cls": 0.8110764890909195, "decode.d4.loss_mask": 0.8981136202812194, "decode.d4.loss_dice": 1.159443771839142, "decode.d5.loss_cls": 0.7861818015575409, "decode.d5.loss_mask": 0.9074821248650551, "decode.d5.loss_dice": 1.1750900328159333, "decode.d6.loss_cls": 0.8220092326402664, "decode.d6.loss_mask": 0.8967213779687881, "decode.d6.loss_dice": 1.1759202897548675, "decode.d7.loss_cls": 0.7712358981370926, "decode.d7.loss_mask": 0.9018682360649108, "decode.d7.loss_dice": 1.1511467099189758, "decode.d8.loss_cls": 0.8230694741010666, "decode.d8.loss_mask": 0.9199536591768265, "decode.d8.loss_dice": 1.1602802217006682, "time": 0.5299019813537598, "memory": 7312, "step": 39950}
{"lr": 7.718938486278409e-06, "data_time": 0.009382510185241699, "grad_norm": 82.84836692810059, "loss": 23.054870414733887, "decode.loss_cls": 0.685242834687233, "decode.loss_mask": 0.520128932595253, "decode.loss_dice": 0.8614877790212632, "decode.d0.loss_cls": 2.0851736068725586, "decode.d0.loss_mask": 0.6300204247236252, "decode.d0.loss_dice": 1.1014144361019134, "decode.d1.loss_cls": 0.8662247315049172, "decode.d1.loss_mask": 0.5455125510692597, "decode.d1.loss_dice": 0.9265336394309998, "decode.d2.loss_cls": 0.8462560445070266, "decode.d2.loss_mask": 0.5351926982402802, "decode.d2.loss_dice": 0.8891078919172287, "decode.d3.loss_cls": 0.7321785777807236, "decode.d3.loss_mask": 0.5142808049917221, "decode.d3.loss_dice": 0.8579561591148377, "decode.d4.loss_cls": 0.7436654970049859, "decode.d4.loss_mask": 0.5113530784845353, "decode.d4.loss_dice": 0.8409756898880005, "decode.d5.loss_cls": 0.810958543419838, "decode.d5.loss_mask": 0.5287900239229202, "decode.d5.loss_dice": 0.8443730294704437, "decode.d6.loss_cls": 0.7032854288816452, "decode.d6.loss_mask": 0.5274080216884613, "decode.d6.loss_dice": 0.8341422513127327, "decode.d7.loss_cls": 0.6755768984556199, "decode.d7.loss_mask": 0.5225361347198486, "decode.d7.loss_dice": 0.8413173228502273, "decode.d8.loss_cls": 0.6924530565738678, "decode.d8.loss_mask": 0.524253112077713, "decode.d8.loss_dice": 0.8570713818073272, "time": 0.5291456699371337, "memory": 7244, "step": 40000}
{"aAcc": 83.48, "mIoU": 49.48, "mAcc": 62.76, "data_time": 0.0018809582607679633, "time": 0.1838644111298945, "step": 40000}
{"lr": 7.716043824032628e-06, "data_time": 0.009692025184631348, "grad_norm": 89.29407997131348, "loss": 27.854206466674803, "decode.loss_cls": 0.8500254333019257, "decode.loss_mask": 0.6995029270648956, "decode.loss_dice": 1.0252450227737426, "decode.d0.loss_cls": 2.431391787528992, "decode.d0.loss_mask": 0.7477563828229904, "decode.d0.loss_dice": 1.2287360191345216, "decode.d1.loss_cls": 1.0861901551485063, "decode.d1.loss_mask": 0.6987421452999115, "decode.d1.loss_dice": 1.0784453839063644, "decode.d2.loss_cls": 0.9132271736860276, "decode.d2.loss_mask": 0.6844299912452698, "decode.d2.loss_dice": 1.0557867139577866, "decode.d3.loss_cls": 0.8220819801092147, "decode.d3.loss_mask": 0.686317166686058, "decode.d3.loss_dice": 1.0463089287281035, "decode.d4.loss_cls": 0.8293162107467651, "decode.d4.loss_mask": 0.6849597543478012, "decode.d4.loss_dice": 1.0550451189279557, "decode.d5.loss_cls": 0.840625011920929, "decode.d5.loss_mask": 0.6899026811122895, "decode.d5.loss_dice": 1.0486619502305985, "decode.d6.loss_cls": 0.8160332933068275, "decode.d6.loss_mask": 0.6889714568853378, "decode.d6.loss_dice": 1.0414763927459716, "decode.d7.loss_cls": 0.7806034773588181, "decode.d7.loss_mask": 0.7186399638652802, "decode.d7.loss_dice": 1.0429057121276855, "decode.d8.loss_cls": 0.8411387920379638, "decode.d8.loss_mask": 0.6998935848474502, "decode.d8.loss_dice": 1.0218449383974075, "time": 0.5837573766708374, "memory": 7243, "step": 40050}
{"lr": 7.713149041123127e-06, "data_time": 0.009857082366943359, "grad_norm": 90.04645309448242, "loss": 33.90046100616455, "decode.loss_cls": 0.917095273733139, "decode.loss_mask": 0.9707914113998413, "decode.loss_dice": 1.3234198570251465, "decode.d0.loss_cls": 2.2831291913986207, "decode.d0.loss_mask": 0.9785543620586395, "decode.d0.loss_dice": 1.5153442203998566, "decode.d1.loss_cls": 0.9642202526330947, "decode.d1.loss_mask": 1.0076801240444184, "decode.d1.loss_dice": 1.4059399664402008, "decode.d2.loss_cls": 0.8638822823762894, "decode.d2.loss_mask": 0.9978131890296936, "decode.d2.loss_dice": 1.3753193736076355, "decode.d3.loss_cls": 0.9732364028692245, "decode.d3.loss_mask": 0.9971453011035919, "decode.d3.loss_dice": 1.3295826375484467, "decode.d4.loss_cls": 0.9104058563709259, "decode.d4.loss_mask": 0.9876941680908203, "decode.d4.loss_dice": 1.3410016775131226, "decode.d5.loss_cls": 0.8982994884252549, "decode.d5.loss_mask": 1.000032866001129, "decode.d5.loss_dice": 1.3263117611408233, "decode.d6.loss_cls": 0.9263629853725434, "decode.d6.loss_mask": 0.9593885838985443, "decode.d6.loss_dice": 1.3070645689964295, "decode.d7.loss_cls": 0.858287262916565, "decode.d7.loss_mask": 0.966691118478775, "decode.d7.loss_dice": 1.3197940170764924, "decode.d8.loss_cls": 0.862214109301567, "decode.d8.loss_mask": 0.998149961233139, "decode.d8.loss_dice": 1.3356091678142548, "time": 0.5549341440200806, "memory": 7263, "step": 40100}
{"lr": 7.710254137494558e-06, "data_time": 0.00959634780883789, "grad_norm": 81.02581558227538, "loss": 28.295869445800783, "decode.loss_cls": 0.8096155643463134, "decode.loss_mask": 0.7198252826929092, "decode.loss_dice": 1.0168753176927567, "decode.d0.loss_cls": 2.4469439148902894, "decode.d0.loss_mask": 0.8003639191389084, "decode.d0.loss_dice": 1.2336820006370544, "decode.d1.loss_cls": 0.9440140306949616, "decode.d1.loss_mask": 0.8012286961078644, "decode.d1.loss_dice": 1.1797011360526084, "decode.d2.loss_cls": 0.7996751010417938, "decode.d2.loss_mask": 0.7515334337949753, "decode.d2.loss_dice": 1.12771168500185, "decode.d3.loss_cls": 0.8387074410915375, "decode.d3.loss_mask": 0.7250420168042183, "decode.d3.loss_dice": 1.0879626601934433, "decode.d4.loss_cls": 0.7367551892995834, "decode.d4.loss_mask": 0.7253718927502633, "decode.d4.loss_dice": 1.114462572336197, "decode.d5.loss_cls": 0.7734154909849167, "decode.d5.loss_mask": 0.7296769380569458, "decode.d5.loss_dice": 1.0890699341893195, "decode.d6.loss_cls": 0.7687870502471924, "decode.d6.loss_mask": 0.7441754609346389, "decode.d6.loss_dice": 1.08471931964159, "decode.d7.loss_cls": 0.8307065904140473, "decode.d7.loss_mask": 0.7223894417285919, "decode.d7.loss_dice": 1.0750462278723716, "decode.d8.loss_cls": 0.7966183513402939, "decode.d8.loss_mask": 0.7440346196293831, "decode.d8.loss_dice": 1.077758526802063, "time": 0.5582269906997681, "memory": 7190, "step": 40150}
{"lr": 7.707359113091519e-06, "data_time": 0.009640812873840332, "grad_norm": 75.30080947875976, "loss": 32.3432635307312, "decode.loss_cls": 0.9095286548137664, "decode.loss_mask": 0.6543899700045586, "decode.loss_dice": 1.400517973303795, "decode.d0.loss_cls": 2.3328995287418364, "decode.d0.loss_mask": 0.7324374943971634, "decode.d0.loss_dice": 1.7143795430660247, "decode.d1.loss_cls": 0.9846432238817215, "decode.d1.loss_mask": 0.722375363111496, "decode.d1.loss_dice": 1.5712355226278305, "decode.d2.loss_cls": 0.9482802480459214, "decode.d2.loss_mask": 0.6982871681451798, "decode.d2.loss_dice": 1.4724285006523132, "decode.d3.loss_cls": 0.922140583395958, "decode.d3.loss_mask": 0.6903684645891189, "decode.d3.loss_dice": 1.4287159889936447, "decode.d4.loss_cls": 0.905540156364441, "decode.d4.loss_mask": 0.6999524652957916, "decode.d4.loss_dice": 1.4276816844940186, "decode.d5.loss_cls": 0.9385696113109588, "decode.d5.loss_mask": 0.7061458140611648, "decode.d5.loss_dice": 1.4274018585681916, "decode.d6.loss_cls": 0.8699250221252441, "decode.d6.loss_mask": 0.7078554958105088, "decode.d6.loss_dice": 1.4558894127607345, "decode.d7.loss_cls": 0.8774756252765655, "decode.d7.loss_mask": 0.6969780802726746, "decode.d7.loss_dice": 1.433767881989479, "decode.d8.loss_cls": 0.9353712946176529, "decode.d8.loss_mask": 0.6586844772100449, "decode.d8.loss_dice": 1.419396349787712, "time": 0.5570773124694824, "memory": 7285, "step": 40200}
{"lr": 7.70446396785856e-06, "data_time": 0.009765124320983887, "grad_norm": 94.66593933105469, "loss": 25.975275421142577, "decode.loss_cls": 0.8217263281345367, "decode.loss_mask": 0.7006837129592896, "decode.loss_dice": 0.837942174077034, "decode.d0.loss_cls": 2.4249236822128295, "decode.d0.loss_mask": 0.6851632475852967, "decode.d0.loss_dice": 0.9411773324012757, "decode.d1.loss_cls": 1.0519608020782472, "decode.d1.loss_mask": 0.7060206800699234, "decode.d1.loss_dice": 0.8224646925926209, "decode.d2.loss_cls": 1.0319455087184906, "decode.d2.loss_mask": 0.6914782136678695, "decode.d2.loss_dice": 0.8600936591625213, "decode.d3.loss_cls": 0.9606212735176086, "decode.d3.loss_mask": 0.6790684700012207, "decode.d3.loss_dice": 0.8101852864027024, "decode.d4.loss_cls": 0.9017214804887772, "decode.d4.loss_mask": 0.6762181639671325, "decode.d4.loss_dice": 0.8302997678518296, "decode.d5.loss_cls": 0.8818728446960449, "decode.d5.loss_mask": 0.6695708245038986, "decode.d5.loss_dice": 0.834076464176178, "decode.d6.loss_cls": 0.8559833109378815, "decode.d6.loss_mask": 0.6868138790130616, "decode.d6.loss_dice": 0.8527944207191467, "decode.d7.loss_cls": 0.8210145354270935, "decode.d7.loss_mask": 0.6901446402072906, "decode.d7.loss_dice": 0.8395293176174163, "decode.d8.loss_cls": 0.8770360887050629, "decode.d8.loss_mask": 0.6879283756017684, "decode.d8.loss_dice": 0.8448157578706741, "time": 0.5301179170608521, "memory": 7216, "step": 40250}
{"lr": 7.701568701740178e-06, "data_time": 0.009740090370178223, "grad_norm": 94.13035507202149, "loss": 34.89755582809448, "decode.loss_cls": 0.8719622448086739, "decode.loss_mask": 0.950994735956192, "decode.loss_dice": 1.3546248853206635, "decode.d0.loss_cls": 2.4625073075294495, "decode.d0.loss_mask": 1.0710992693901062, "decode.d0.loss_dice": 1.4934760630130768, "decode.d1.loss_cls": 1.164475293457508, "decode.d1.loss_mask": 0.9885959982872009, "decode.d1.loss_dice": 1.4145243048667908, "decode.d2.loss_cls": 1.0224945798516274, "decode.d2.loss_mask": 0.9872592568397522, "decode.d2.loss_dice": 1.3938751101493836, "decode.d3.loss_cls": 0.9601739808917046, "decode.d3.loss_mask": 1.0579975545406342, "decode.d3.loss_dice": 1.3907137215137482, "decode.d4.loss_cls": 0.9440568551421166, "decode.d4.loss_mask": 1.0117905974388122, "decode.d4.loss_dice": 1.3659890472888947, "decode.d5.loss_cls": 0.9511202856898308, "decode.d5.loss_mask": 0.9915897965431213, "decode.d5.loss_dice": 1.3424875020980835, "decode.d6.loss_cls": 0.9903715431690217, "decode.d6.loss_mask": 0.9606308937072754, "decode.d6.loss_dice": 1.2961975395679475, "decode.d7.loss_cls": 0.9509579449892044, "decode.d7.loss_mask": 0.9639652311801911, "decode.d7.loss_dice": 1.3369610786437989, "decode.d8.loss_cls": 0.8909907206892967, "decode.d8.loss_mask": 0.9685010284185409, "decode.d8.loss_dice": 1.3471725761890412, "time": 0.5302127838134766, "memory": 7206, "step": 40300}
{"lr": 7.698673314680835e-06, "data_time": 0.00965263843536377, "grad_norm": 77.87578086853027, "loss": 31.861606979370116, "decode.loss_cls": 0.6910843253135681, "decode.loss_mask": 0.9093758344650269, "decode.loss_dice": 1.3518326580524445, "decode.d0.loss_cls": 2.2070545673370363, "decode.d0.loss_mask": 0.9749687045812607, "decode.d0.loss_dice": 1.5298794209957123, "decode.d1.loss_cls": 0.8606141477823257, "decode.d1.loss_mask": 0.9306419909000396, "decode.d1.loss_dice": 1.42192243039608, "decode.d2.loss_cls": 0.7408250093460083, "decode.d2.loss_mask": 0.9146590173244477, "decode.d2.loss_dice": 1.383786916732788, "decode.d3.loss_cls": 0.7410702973604202, "decode.d3.loss_mask": 0.9105026125907898, "decode.d3.loss_dice": 1.3566030502319335, "decode.d4.loss_cls": 0.6928482860326767, "decode.d4.loss_mask": 0.9198429942131042, "decode.d4.loss_dice": 1.3841547191143035, "decode.d5.loss_cls": 0.7112114250659942, "decode.d5.loss_mask": 0.9129022479057312, "decode.d5.loss_dice": 1.3647629082202912, "decode.d6.loss_cls": 0.733833247423172, "decode.d6.loss_mask": 0.9358979046344758, "decode.d6.loss_dice": 1.3516264736652375, "decode.d7.loss_cls": 0.7125754475593566, "decode.d7.loss_mask": 0.9198136687278747, "decode.d7.loss_dice": 1.351696676015854, "decode.d8.loss_cls": 0.6669963121414184, "decode.d8.loss_mask": 0.9204749882221221, "decode.d8.loss_dice": 1.3581495046615601, "time": 0.5276019811630249, "memory": 7233, "step": 40350}
{"lr": 7.69577780662493e-06, "data_time": 0.0099257230758667, "grad_norm": 77.54198722839355, "loss": 25.916203594207765, "decode.loss_cls": 0.8574950978159904, "decode.loss_mask": 0.6637707024812698, "decode.loss_dice": 0.8624568283557892, "decode.d0.loss_cls": 2.3113829612731935, "decode.d0.loss_mask": 0.7791915088891983, "decode.d0.loss_dice": 1.084678941965103, "decode.d1.loss_cls": 1.101837083697319, "decode.d1.loss_mask": 0.6743708908557892, "decode.d1.loss_dice": 0.9318850725889206, "decode.d2.loss_cls": 0.9417319118976593, "decode.d2.loss_mask": 0.6590142041444779, "decode.d2.loss_dice": 0.9233113572001457, "decode.d3.loss_cls": 0.9006621658802032, "decode.d3.loss_mask": 0.6529719173908234, "decode.d3.loss_dice": 0.8602470099925995, "decode.d4.loss_cls": 0.8791592985391616, "decode.d4.loss_mask": 0.6517805844545365, "decode.d4.loss_dice": 0.8653471559286118, "decode.d5.loss_cls": 0.757178257405758, "decode.d5.loss_mask": 0.675099116563797, "decode.d5.loss_dice": 0.8730323940515519, "decode.d6.loss_cls": 0.8559149205684662, "decode.d6.loss_mask": 0.6660061001777648, "decode.d6.loss_dice": 0.8582039311528206, "decode.d7.loss_cls": 0.7789224073290825, "decode.d7.loss_mask": 0.67160624563694, "decode.d7.loss_dice": 0.85231454372406, "decode.d8.loss_cls": 0.7858380407094956, "decode.d8.loss_mask": 0.6613155335187912, "decode.d8.loss_dice": 0.8794765114784241, "time": 0.5270140647888184, "memory": 7252, "step": 40400}
{"lr": 7.692882177516821e-06, "data_time": 0.009718704223632812, "grad_norm": 82.82491645812988, "loss": 25.849306869506837, "decode.loss_cls": 0.829738299548626, "decode.loss_mask": 0.6446553885936737, "decode.loss_dice": 0.8423061728477478, "decode.d0.loss_cls": 2.6440222382545473, "decode.d0.loss_mask": 0.7080367863178253, "decode.d0.loss_dice": 1.046386018395424, "decode.d1.loss_cls": 1.058307683467865, "decode.d1.loss_mask": 0.64771728515625, "decode.d1.loss_dice": 0.9308210194110871, "decode.d2.loss_cls": 0.94622882604599, "decode.d2.loss_mask": 0.6553910464048386, "decode.d2.loss_dice": 0.8867295324802399, "decode.d3.loss_cls": 0.9116140738129616, "decode.d3.loss_mask": 0.6203208357095719, "decode.d3.loss_dice": 0.8546509832143784, "decode.d4.loss_cls": 0.9096965879201889, "decode.d4.loss_mask": 0.597383189201355, "decode.d4.loss_dice": 0.8524877071380615, "decode.d5.loss_cls": 0.859757399559021, "decode.d5.loss_mask": 0.6235520660877227, "decode.d5.loss_dice": 0.8543369829654693, "decode.d6.loss_cls": 0.8075640186667442, "decode.d6.loss_mask": 0.6238432675600052, "decode.d6.loss_dice": 0.869903153181076, "decode.d7.loss_cls": 0.9001057833433151, "decode.d7.loss_mask": 0.5966091543436051, "decode.d7.loss_dice": 0.8399675697088241, "decode.d8.loss_cls": 0.8394222259521484, "decode.d8.loss_mask": 0.6282963246107102, "decode.d8.loss_dice": 0.8194556623697281, "time": 0.5282151222229003, "memory": 7222, "step": 40450}
{"lr": 7.689986427300813e-06, "data_time": 0.009609341621398926, "grad_norm": 85.00170288085937, "loss": 19.485963439941408, "decode.loss_cls": 0.37371794432401656, "decode.loss_mask": 0.5267107084393501, "decode.loss_dice": 0.8444537341594696, "decode.d0.loss_cls": 1.9361903667449951, "decode.d0.loss_mask": 0.592079558968544, "decode.d0.loss_dice": 0.9595500588417053, "decode.d1.loss_cls": 0.5580788761377334, "decode.d1.loss_mask": 0.5550622463226318, "decode.d1.loss_dice": 0.9205299973487854, "decode.d2.loss_cls": 0.43077915608882905, "decode.d2.loss_mask": 0.5370552211999893, "decode.d2.loss_dice": 0.8865983843803406, "decode.d3.loss_cls": 0.4041086360812187, "decode.d3.loss_mask": 0.5382673412561416, "decode.d3.loss_dice": 0.8552917063236236, "decode.d4.loss_cls": 0.3496167689561844, "decode.d4.loss_mask": 0.5314017415046692, "decode.d4.loss_dice": 0.8451230615377426, "decode.d5.loss_cls": 0.34339925199747084, "decode.d5.loss_mask": 0.5205603420734406, "decode.d5.loss_dice": 0.8523503065109252, "decode.d6.loss_cls": 0.3733311012387276, "decode.d6.loss_mask": 0.5106925830245018, "decode.d6.loss_dice": 0.820317593216896, "decode.d7.loss_cls": 0.364435575902462, "decode.d7.loss_mask": 0.5058870390057564, "decode.d7.loss_dice": 0.8308454483747483, "decode.d8.loss_cls": 0.3574504554271698, "decode.d8.loss_mask": 0.5223548337817192, "decode.d8.loss_dice": 0.8397233843803406, "time": 0.5272568464279175, "memory": 7210, "step": 40500}
{"lr": 7.68709055592118e-06, "data_time": 0.009589314460754395, "grad_norm": 81.13045768737793, "loss": 19.87819333076477, "decode.loss_cls": 0.5207816407084465, "decode.loss_mask": 0.5598232924938202, "decode.loss_dice": 0.7603052541613579, "decode.d0.loss_cls": 1.6868648171424865, "decode.d0.loss_mask": 0.5840114653110504, "decode.d0.loss_dice": 0.8317055404186249, "decode.d1.loss_cls": 0.6865600891411304, "decode.d1.loss_mask": 0.5635766446590423, "decode.d1.loss_dice": 0.7828239560127258, "decode.d2.loss_cls": 0.5508059710264206, "decode.d2.loss_mask": 0.5748021811246872, "decode.d2.loss_dice": 0.786476057767868, "decode.d3.loss_cls": 0.5088047228753567, "decode.d3.loss_mask": 0.5653393760323524, "decode.d3.loss_dice": 0.763748325407505, "decode.d4.loss_cls": 0.5115737646818161, "decode.d4.loss_mask": 0.5642306283116341, "decode.d4.loss_dice": 0.7747831910848617, "decode.d5.loss_cls": 0.48926629722118375, "decode.d5.loss_mask": 0.5586815103888512, "decode.d5.loss_dice": 0.779055404663086, "decode.d6.loss_cls": 0.47847706228494646, "decode.d6.loss_mask": 0.5718481466174126, "decode.d6.loss_dice": 0.7683198317885399, "decode.d7.loss_cls": 0.5284263797104358, "decode.d7.loss_mask": 0.5465135648846626, "decode.d7.loss_dice": 0.7713393956422806, "decode.d8.loss_cls": 0.4572901163250208, "decode.d8.loss_mask": 0.5852898642420769, "decode.d8.loss_dice": 0.7666678696870803, "time": 0.5517871141433716, "memory": 7230, "step": 40550}
{"lr": 7.68419456332211e-06, "data_time": 0.009326934814453125, "grad_norm": 82.59752960205078, "loss": 29.388696670532227, "decode.loss_cls": 0.8331348955631256, "decode.loss_mask": 0.8391582280397415, "decode.loss_dice": 1.0462677419185638, "decode.d0.loss_cls": 2.289951813220978, "decode.d0.loss_mask": 0.9025194078683854, "decode.d0.loss_dice": 1.1804111778736115, "decode.d1.loss_cls": 1.0302126169204713, "decode.d1.loss_mask": 0.9217394530773163, "decode.d1.loss_dice": 1.093759036064148, "decode.d2.loss_cls": 0.9705277144908905, "decode.d2.loss_mask": 0.8611753791570663, "decode.d2.loss_dice": 1.0713097989559173, "decode.d3.loss_cls": 0.8275703072547913, "decode.d3.loss_mask": 0.9035699188709259, "decode.d3.loss_dice": 1.0392338693141938, "decode.d4.loss_cls": 0.800768056511879, "decode.d4.loss_mask": 0.8696540981531143, "decode.d4.loss_dice": 1.0521150946617126, "decode.d5.loss_cls": 0.8062178194522858, "decode.d5.loss_mask": 0.8726348519325257, "decode.d5.loss_dice": 1.045899659395218, "decode.d6.loss_cls": 0.8486479073762894, "decode.d6.loss_mask": 0.8483775347471237, "decode.d6.loss_dice": 1.051333749294281, "decode.d7.loss_cls": 0.7659886926412582, "decode.d7.loss_mask": 0.8530443787574769, "decode.d7.loss_dice": 1.0388579607009887, "decode.d8.loss_cls": 0.8183751106262207, "decode.d8.loss_mask": 0.8519018948078155, "decode.d8.loss_dice": 1.0543383300304412, "time": 0.5545103311538696, "memory": 7264, "step": 40600}
{"lr": 7.681298449447784e-06, "data_time": 0.009204435348510741, "grad_norm": 87.1096694946289, "loss": 27.069281387329102, "decode.loss_cls": 0.4737226262688637, "decode.loss_mask": 0.7643358498811722, "decode.loss_dice": 1.1689286053180694, "decode.d0.loss_cls": 2.1154491901397705, "decode.d0.loss_mask": 0.8184592634439468, "decode.d0.loss_dice": 1.3700659811496734, "decode.d1.loss_cls": 0.783526873588562, "decode.d1.loss_mask": 0.7541607737541198, "decode.d1.loss_dice": 1.208438014984131, "decode.d2.loss_cls": 0.6676138773560524, "decode.d2.loss_mask": 0.7524771362543106, "decode.d2.loss_dice": 1.1910079777240754, "decode.d3.loss_cls": 0.5412003770470619, "decode.d3.loss_mask": 0.7710773468017578, "decode.d3.loss_dice": 1.1947188794612884, "decode.d4.loss_cls": 0.6024521499872207, "decode.d4.loss_mask": 0.7759605139493942, "decode.d4.loss_dice": 1.2195062696933747, "decode.d5.loss_cls": 0.5259989842772483, "decode.d5.loss_mask": 0.7778753042221069, "decode.d5.loss_dice": 1.1817852139472962, "decode.d6.loss_cls": 0.5155983373522759, "decode.d6.loss_mask": 0.7752047598361969, "decode.d6.loss_dice": 1.180389505624771, "decode.d7.loss_cls": 0.49741659462451937, "decode.d7.loss_mask": 0.7789690464735031, "decode.d7.loss_dice": 1.1986800909042359, "decode.d8.loss_cls": 0.5041279315948486, "decode.d8.loss_mask": 0.7860791981220245, "decode.d8.loss_dice": 1.1740540623664857, "time": 0.5539373874664306, "memory": 7245, "step": 40650}
{"lr": 7.678402214242306e-06, "data_time": 0.009188532829284668, "grad_norm": 88.14119110107421, "loss": 30.114448642730714, "decode.loss_cls": 0.855941778421402, "decode.loss_mask": 0.7295987427234649, "decode.loss_dice": 1.1313373297452927, "decode.d0.loss_cls": 2.4046908140182497, "decode.d0.loss_mask": 0.7826109617948532, "decode.d0.loss_dice": 1.3373471558094026, "decode.d1.loss_cls": 1.1389845609664917, "decode.d1.loss_mask": 0.7862184345722198, "decode.d1.loss_dice": 1.2854508101940154, "decode.d2.loss_cls": 1.019582176208496, "decode.d2.loss_mask": 0.7372283279895783, "decode.d2.loss_dice": 1.181358888745308, "decode.d3.loss_cls": 0.9865912795066833, "decode.d3.loss_mask": 0.7174211144447327, "decode.d3.loss_dice": 1.1164663106203079, "decode.d4.loss_cls": 0.9723902434110642, "decode.d4.loss_mask": 0.7155576944351196, "decode.d4.loss_dice": 1.1180377662181855, "decode.d5.loss_cls": 0.9920116096735001, "decode.d5.loss_mask": 0.722917628288269, "decode.d5.loss_dice": 1.1148664623498916, "decode.d6.loss_cls": 0.9087528049945831, "decode.d6.loss_mask": 0.7273558020591736, "decode.d6.loss_dice": 1.1182264178991317, "decode.d7.loss_cls": 0.8790650814771652, "decode.d7.loss_mask": 0.7342189878225327, "decode.d7.loss_dice": 1.1325169503688812, "decode.d8.loss_cls": 0.881011226773262, "decode.d8.loss_mask": 0.7406387746334075, "decode.d8.loss_dice": 1.1460538625717163, "time": 0.5293680667877197, "memory": 7274, "step": 40700}
{"lr": 7.675505857649734e-06, "data_time": 0.009167718887329101, "grad_norm": 85.77349243164062, "loss": 27.400830936431884, "decode.loss_cls": 0.7529349565505982, "decode.loss_mask": 0.6183652073144913, "decode.loss_dice": 1.0902883410453796, "decode.d0.loss_cls": 2.207689881324768, "decode.d0.loss_mask": 0.7038507223129272, "decode.d0.loss_dice": 1.2639539957046508, "decode.d1.loss_cls": 0.9458606407046318, "decode.d1.loss_mask": 0.6996013343334198, "decode.d1.loss_dice": 1.1724742084741593, "decode.d2.loss_cls": 0.8938388258218766, "decode.d2.loss_mask": 0.6436660423874855, "decode.d2.loss_dice": 1.158589255809784, "decode.d3.loss_cls": 0.8313565999269485, "decode.d3.loss_mask": 0.6190173119306565, "decode.d3.loss_dice": 1.1218207448720932, "decode.d4.loss_cls": 0.8378907948732376, "decode.d4.loss_mask": 0.6163786575198174, "decode.d4.loss_dice": 1.1096583604812622, "decode.d5.loss_cls": 0.8308021187782287, "decode.d5.loss_mask": 0.6220896065235137, "decode.d5.loss_dice": 1.1093016922473908, "decode.d6.loss_cls": 0.8071224376559257, "decode.d6.loss_mask": 0.6105304911732674, "decode.d6.loss_dice": 1.0861005038022995, "decode.d7.loss_cls": 0.7668384581804275, "decode.d7.loss_mask": 0.6229662448167801, "decode.d7.loss_dice": 1.1089537918567658, "decode.d8.loss_cls": 0.7950164943933486, "decode.d8.loss_mask": 0.6252387672662735, "decode.d8.loss_dice": 1.1286345899105072, "time": 0.5268505334854126, "memory": 7362, "step": 40750}
{"lr": 7.67260937961408e-06, "data_time": 0.009310436248779298, "grad_norm": 91.11431350708008, "loss": 25.925775718688964, "decode.loss_cls": 0.7874035030603409, "decode.loss_mask": 0.7363853931427002, "decode.loss_dice": 0.8399895250797271, "decode.d0.loss_cls": 2.494196617603302, "decode.d0.loss_mask": 0.8160462558269501, "decode.d0.loss_dice": 0.9910095155239105, "decode.d1.loss_cls": 0.944630292057991, "decode.d1.loss_mask": 0.7206699162721634, "decode.d1.loss_dice": 0.8856210112571716, "decode.d2.loss_cls": 0.8893524333834648, "decode.d2.loss_mask": 0.6941847175359726, "decode.d2.loss_dice": 0.8509773552417755, "decode.d3.loss_cls": 0.9053189709782601, "decode.d3.loss_mask": 0.6648243099451066, "decode.d3.loss_dice": 0.8228860884904862, "decode.d4.loss_cls": 0.8577085807919502, "decode.d4.loss_mask": 0.7170998096466065, "decode.d4.loss_dice": 0.8228935241699219, "decode.d5.loss_cls": 0.8359634593129158, "decode.d5.loss_mask": 0.7312629759311676, "decode.d5.loss_dice": 0.8129705369472504, "decode.d6.loss_cls": 0.8223266541957855, "decode.d6.loss_mask": 0.7246292382478714, "decode.d6.loss_dice": 0.8384064376354218, "decode.d7.loss_cls": 0.7793600112199783, "decode.d7.loss_mask": 0.7366340279579162, "decode.d7.loss_dice": 0.8365643441677093, "decode.d8.loss_cls": 0.8140278697013855, "decode.d8.loss_mask": 0.7227786123752594, "decode.d8.loss_dice": 0.8296526908874512, "time": 0.5272152423858643, "memory": 7231, "step": 40800}
{"lr": 7.669712780079321e-06, "data_time": 0.009219861030578614, "grad_norm": 80.70117111206055, "loss": 31.66918878555298, "decode.loss_cls": 0.9498716205358505, "decode.loss_mask": 0.6972878217697144, "decode.loss_dice": 1.2844112426042558, "decode.d0.loss_cls": 2.5563840866088867, "decode.d0.loss_mask": 0.7497781902551651, "decode.d0.loss_dice": 1.517629861831665, "decode.d1.loss_cls": 1.2142750442028045, "decode.d1.loss_mask": 0.7238706022500991, "decode.d1.loss_dice": 1.3708948373794556, "decode.d2.loss_cls": 1.083035135269165, "decode.d2.loss_mask": 0.7027318239212036, "decode.d2.loss_dice": 1.3331949025392533, "decode.d3.loss_cls": 1.0146473944187164, "decode.d3.loss_mask": 0.6785009622573852, "decode.d3.loss_dice": 1.2565832495689393, "decode.d4.loss_cls": 0.9899157330393791, "decode.d4.loss_mask": 0.6700375735759735, "decode.d4.loss_dice": 1.2622850626707076, "decode.d5.loss_cls": 0.9385552048683167, "decode.d5.loss_mask": 0.6967589050531388, "decode.d5.loss_dice": 1.278592725098133, "decode.d6.loss_cls": 0.9434938609600068, "decode.d6.loss_mask": 0.6999087393283844, "decode.d6.loss_dice": 1.2924534738063813, "decode.d7.loss_cls": 0.8992848098278046, "decode.d7.loss_mask": 0.6909105315804481, "decode.d7.loss_dice": 1.2646733403205872, "decode.d8.loss_cls": 0.9488397926092148, "decode.d8.loss_mask": 0.6919521272182465, "decode.d8.loss_dice": 1.2684288904070855, "time": 0.5317755460739135, "memory": 7368, "step": 40850}
{"lr": 7.666816058989358e-06, "data_time": 0.009210300445556641, "grad_norm": 89.16581535339355, "loss": 31.514519453048706, "decode.loss_cls": 1.0211596965789795, "decode.loss_mask": 0.7567977666854858, "decode.loss_dice": 1.153071826696396, "decode.d0.loss_cls": 2.3118619084358216, "decode.d0.loss_mask": 0.8724139213562012, "decode.d0.loss_dice": 1.3717072635889054, "decode.d1.loss_cls": 1.0838857546448708, "decode.d1.loss_mask": 0.8394081443548203, "decode.d1.loss_dice": 1.2496503055095673, "decode.d2.loss_cls": 0.9808791026473045, "decode.d2.loss_mask": 0.8117944896221161, "decode.d2.loss_dice": 1.218145915865898, "decode.d3.loss_cls": 1.0483082562685013, "decode.d3.loss_mask": 0.8099430233240128, "decode.d3.loss_dice": 1.178759291768074, "decode.d4.loss_cls": 1.0093140840530395, "decode.d4.loss_mask": 0.8221161663532257, "decode.d4.loss_dice": 1.205165046453476, "decode.d5.loss_cls": 1.0029591545462608, "decode.d5.loss_mask": 0.8029436647891999, "decode.d5.loss_dice": 1.1764729544520378, "decode.d6.loss_cls": 1.0096333548426628, "decode.d6.loss_mask": 0.78399498462677, "decode.d6.loss_dice": 1.1801949992775917, "decode.d7.loss_cls": 0.9654079735279083, "decode.d7.loss_mask": 0.7796993359923363, "decode.d7.loss_dice": 1.153044630587101, "decode.d8.loss_cls": 0.9377699360251427, "decode.d8.loss_mask": 0.7786466360092164, "decode.d8.loss_dice": 1.1993689343333245, "time": 0.5315284490585327, "memory": 7189, "step": 40900}
{"lr": 7.663919216288062e-06, "data_time": 0.009114241600036621, "grad_norm": 88.74071655273437, "loss": 25.43251781463623, "decode.loss_cls": 0.5908623725175858, "decode.loss_mask": 0.6701406374573707, "decode.loss_dice": 1.0193382799625397, "decode.d0.loss_cls": 2.1660687923431396, "decode.d0.loss_mask": 0.682973450422287, "decode.d0.loss_dice": 1.1933545291423797, "decode.d1.loss_cls": 0.8179155766963959, "decode.d1.loss_mask": 0.6633358791470527, "decode.d1.loss_dice": 1.0599170207977295, "decode.d2.loss_cls": 0.6692433089017868, "decode.d2.loss_mask": 0.6909996509552002, "decode.d2.loss_dice": 1.0886689662933349, "decode.d3.loss_cls": 0.6860854536294937, "decode.d3.loss_mask": 0.6548877134919167, "decode.d3.loss_dice": 1.0601570576429367, "decode.d4.loss_cls": 0.6669876515865326, "decode.d4.loss_mask": 0.6782277747988701, "decode.d4.loss_dice": 1.0651740074157714, "decode.d5.loss_cls": 0.5976745039224625, "decode.d5.loss_mask": 0.6834586367011071, "decode.d5.loss_dice": 1.0824694007635116, "decode.d6.loss_cls": 0.6145478099584579, "decode.d6.loss_mask": 0.6826518058776856, "decode.d6.loss_dice": 1.0530290186405182, "decode.d7.loss_cls": 0.5875426948070526, "decode.d7.loss_mask": 0.6531304836273193, "decode.d7.loss_dice": 1.0437961548566819, "decode.d8.loss_cls": 0.5811187162995338, "decode.d8.loss_mask": 0.6652006417512893, "decode.d8.loss_dice": 1.0635600566864014, "time": 0.530911660194397, "memory": 7244, "step": 40950}
{"lr": 7.661022251919249e-06, "data_time": 0.009323334693908692, "grad_norm": 88.23051490783692, "loss": 26.730773639678954, "decode.loss_cls": 0.819858294725418, "decode.loss_mask": 0.6840379148721695, "decode.loss_dice": 0.9232107758522033, "decode.d0.loss_cls": 2.3553415536880493, "decode.d0.loss_mask": 0.7466269820928574, "decode.d0.loss_dice": 1.1304546415805816, "decode.d1.loss_cls": 0.947377210855484, "decode.d1.loss_mask": 0.6749692797660828, "decode.d1.loss_dice": 1.0266373336315155, "decode.d2.loss_cls": 0.9098361521959305, "decode.d2.loss_mask": 0.6798013895750046, "decode.d2.loss_dice": 0.9747899651527405, "decode.d3.loss_cls": 0.8710964441299438, "decode.d3.loss_mask": 0.6718794882297516, "decode.d3.loss_dice": 0.9473037540912628, "decode.d4.loss_cls": 0.8902226984500885, "decode.d4.loss_mask": 0.6701354682445526, "decode.d4.loss_dice": 0.9414509981870651, "decode.d5.loss_cls": 0.8330946564674377, "decode.d5.loss_mask": 0.6834165632724762, "decode.d5.loss_dice": 0.9480422079563141, "decode.d6.loss_cls": 0.861752650141716, "decode.d6.loss_mask": 0.6788121700286865, "decode.d6.loss_dice": 0.9395145058631897, "decode.d7.loss_cls": 0.8041672170162201, "decode.d7.loss_mask": 0.6905707359313965, "decode.d7.loss_dice": 0.9553682714700699, "decode.d8.loss_cls": 0.8390854209661484, "decode.d8.loss_mask": 0.6734288066625596, "decode.d8.loss_dice": 0.9584893435239792, "time": 0.5300849199295044, "memory": 7233, "step": 41000}
{"lr": 7.658125165826681e-06, "data_time": 0.009231925010681152, "grad_norm": 86.18166389465333, "loss": 29.4359432220459, "decode.loss_cls": 0.6584950432181358, "decode.loss_mask": 0.825230622291565, "decode.loss_dice": 1.2470197319984435, "decode.d0.loss_cls": 2.081172502040863, "decode.d0.loss_mask": 0.9020828813314438, "decode.d0.loss_dice": 1.4281034007668496, "decode.d1.loss_cls": 0.7586621910333633, "decode.d1.loss_mask": 0.8146830201148987, "decode.d1.loss_dice": 1.3181215196847915, "decode.d2.loss_cls": 0.784943675994873, "decode.d2.loss_mask": 0.8050911128520966, "decode.d2.loss_dice": 1.2729886248707771, "decode.d3.loss_cls": 0.7551990076899529, "decode.d3.loss_mask": 0.7870839834213257, "decode.d3.loss_dice": 1.2566276401281358, "decode.d4.loss_cls": 0.7054698303341865, "decode.d4.loss_mask": 0.8243351668119431, "decode.d4.loss_dice": 1.2399965405464173, "decode.d5.loss_cls": 0.6955731183290481, "decode.d5.loss_mask": 0.803251001238823, "decode.d5.loss_dice": 1.2418841436505317, "decode.d6.loss_cls": 0.6809616804122924, "decode.d6.loss_mask": 0.801555472612381, "decode.d6.loss_dice": 1.2269580900669097, "decode.d7.loss_cls": 0.6885510474443436, "decode.d7.loss_mask": 0.8076112598180771, "decode.d7.loss_dice": 1.243710233271122, "decode.d8.loss_cls": 0.7095900714397431, "decode.d8.loss_mask": 0.816041886806488, "decode.d8.loss_dice": 1.2549483940005302, "time": 0.5315522432327271, "memory": 7218, "step": 41050}
{"lr": 7.655227957954076e-06, "data_time": 0.009144735336303712, "grad_norm": 95.35383377075195, "loss": 29.234642028808594, "decode.loss_cls": 0.747958305478096, "decode.loss_mask": 0.7546782076358796, "decode.loss_dice": 1.1553301781415939, "decode.d0.loss_cls": 2.4275962352752685, "decode.d0.loss_mask": 0.7701787739992142, "decode.d0.loss_dice": 1.3737220853567123, "decode.d1.loss_cls": 0.9434758126735687, "decode.d1.loss_mask": 0.796525901556015, "decode.d1.loss_dice": 1.2759881496429444, "decode.d2.loss_cls": 0.8577323794364929, "decode.d2.loss_mask": 0.7467920750379562, "decode.d2.loss_dice": 1.1944545000791549, "decode.d3.loss_cls": 0.7898203417658806, "decode.d3.loss_mask": 0.7821976035833359, "decode.d3.loss_dice": 1.1678680270910262, "decode.d4.loss_cls": 0.7414156258106231, "decode.d4.loss_mask": 0.7746829897165298, "decode.d4.loss_dice": 1.1783840924501419, "decode.d5.loss_cls": 0.7354898869991302, "decode.d5.loss_mask": 0.779578247666359, "decode.d5.loss_dice": 1.197390440106392, "decode.d6.loss_cls": 0.7168137863278389, "decode.d6.loss_mask": 0.7654250264167786, "decode.d6.loss_dice": 1.1828083574771882, "decode.d7.loss_cls": 0.7800718083977699, "decode.d7.loss_mask": 0.7732718348503113, "decode.d7.loss_dice": 1.1540184229612351, "decode.d8.loss_cls": 0.77043566852808, "decode.d8.loss_mask": 0.7496518880128861, "decode.d8.loss_dice": 1.1508845418691636, "time": 0.5574093341827393, "memory": 7308, "step": 41100}
{"lr": 7.652330628245106e-06, "data_time": 0.009300994873046874, "grad_norm": 95.77901153564453, "loss": 29.15229434967041, "decode.loss_cls": 0.8060372322797775, "decode.loss_mask": 0.7677950918674469, "decode.loss_dice": 1.0649677634239196, "decode.d0.loss_cls": 2.604698622226715, "decode.d0.loss_mask": 0.8389277130365371, "decode.d0.loss_dice": 1.2967484056949616, "decode.d1.loss_cls": 1.1033422365784644, "decode.d1.loss_mask": 0.7926180392503739, "decode.d1.loss_dice": 1.1344272285699843, "decode.d2.loss_cls": 0.9515156120061874, "decode.d2.loss_mask": 0.7619395524263382, "decode.d2.loss_dice": 1.1088140159845352, "decode.d3.loss_cls": 0.8594442933797837, "decode.d3.loss_mask": 0.7681118577718735, "decode.d3.loss_dice": 1.0909056216478348, "decode.d4.loss_cls": 0.7193216025829315, "decode.d4.loss_mask": 0.7614343911409378, "decode.d4.loss_dice": 1.0993730962276458, "decode.d5.loss_cls": 0.8073641285300255, "decode.d5.loss_mask": 0.774314346909523, "decode.d5.loss_dice": 1.1047079980373382, "decode.d6.loss_cls": 0.7520460918545723, "decode.d6.loss_mask": 0.7652121663093567, "decode.d6.loss_dice": 1.106224811077118, "decode.d7.loss_cls": 0.7979044571518898, "decode.d7.loss_mask": 0.7638449490070343, "decode.d7.loss_dice": 1.1044189274311065, "decode.d8.loss_cls": 0.7763423278927803, "decode.d8.loss_mask": 0.7800440490245819, "decode.d8.loss_dice": 1.0894493639469147, "time": 0.5561469078063965, "memory": 7215, "step": 41150}
{"lr": 7.649433176643382e-06, "data_time": 0.00935986042022705, "grad_norm": 86.81739807128906, "loss": 27.745793914794923, "decode.loss_cls": 0.8527489215135574, "decode.loss_mask": 0.7148659467697144, "decode.loss_dice": 1.006432804465294, "decode.d0.loss_cls": 2.278600072860718, "decode.d0.loss_mask": 0.7632242143154144, "decode.d0.loss_dice": 1.222513347864151, "decode.d1.loss_cls": 1.0964601159095764, "decode.d1.loss_mask": 0.6951299905776978, "decode.d1.loss_dice": 1.0802989780902863, "decode.d2.loss_cls": 0.9791945964097977, "decode.d2.loss_mask": 0.6868147879838944, "decode.d2.loss_dice": 1.0455245882272721, "decode.d3.loss_cls": 1.0097739323973656, "decode.d3.loss_mask": 0.6631105482578278, "decode.d3.loss_dice": 0.9774627804756164, "decode.d4.loss_cls": 0.96102444678545, "decode.d4.loss_mask": 0.6658009618520737, "decode.d4.loss_dice": 0.9764545768499374, "decode.d5.loss_cls": 0.8905754327774048, "decode.d5.loss_mask": 0.6488879084587097, "decode.d5.loss_dice": 0.9794431358575821, "decode.d6.loss_cls": 0.8610673144459724, "decode.d6.loss_mask": 0.6497154623270035, "decode.d6.loss_dice": 0.9717090755701066, "decode.d7.loss_cls": 0.8512668386101723, "decode.d7.loss_mask": 0.6639593988656998, "decode.d7.loss_dice": 0.9754671216011047, "decode.d8.loss_cls": 0.8717835947871209, "decode.d8.loss_mask": 0.7152213096618653, "decode.d8.loss_dice": 0.9912629336118698, "time": 0.5317429542541504, "memory": 7225, "step": 41200}
{"lr": 7.646535603092462e-06, "data_time": 0.009173011779785157, "grad_norm": 87.0894271850586, "loss": 27.40518798828125, "decode.loss_cls": 0.7843785107135772, "decode.loss_mask": 0.6905430495738983, "decode.loss_dice": 1.0324201941490174, "decode.d0.loss_cls": 2.3302411079406737, "decode.d0.loss_mask": 0.8423976212739944, "decode.d0.loss_dice": 1.202949619293213, "decode.d1.loss_cls": 0.9402771592140198, "decode.d1.loss_mask": 0.7386721432209015, "decode.d1.loss_dice": 1.1563536763191222, "decode.d2.loss_cls": 0.8674165040254593, "decode.d2.loss_mask": 0.7055413603782654, "decode.d2.loss_dice": 1.0486642479896546, "decode.d3.loss_cls": 0.8420574724674225, "decode.d3.loss_mask": 0.6937038153409958, "decode.d3.loss_dice": 1.0315614700317384, "decode.d4.loss_cls": 0.7785219699144363, "decode.d4.loss_mask": 0.7155117720365525, "decode.d4.loss_dice": 1.0671992659568788, "decode.d5.loss_cls": 0.7921423137187957, "decode.d5.loss_mask": 0.6925717711448669, "decode.d5.loss_dice": 1.0165321111679078, "decode.d6.loss_cls": 0.7594890594482422, "decode.d6.loss_mask": 0.6951644212007523, "decode.d6.loss_dice": 1.0087662935256958, "decode.d7.loss_cls": 0.748911690711975, "decode.d7.loss_mask": 0.6895321786403656, "decode.d7.loss_dice": 1.0290957391262054, "decode.d8.loss_cls": 0.7657552182674408, "decode.d8.loss_mask": 0.6996815055608749, "decode.d8.loss_dice": 1.0391335666179657, "time": 0.5308512449264526, "memory": 7282, "step": 41250}
{"lr": 7.643637907535879e-06, "data_time": 0.009508705139160157, "grad_norm": 94.09663810729981, "loss": 29.255189514160158, "decode.loss_cls": 0.7514862298965455, "decode.loss_mask": 0.9044617921113968, "decode.loss_dice": 1.054842546582222, "decode.d0.loss_cls": 2.163652020692825, "decode.d0.loss_mask": 0.9762807264924049, "decode.d0.loss_dice": 1.181971549987793, "decode.d1.loss_cls": 0.8233619630336761, "decode.d1.loss_mask": 0.9668870106339454, "decode.d1.loss_dice": 1.185661828517914, "decode.d2.loss_cls": 0.7304098099470139, "decode.d2.loss_mask": 0.9304916873574257, "decode.d2.loss_dice": 1.12907435297966, "decode.d3.loss_cls": 0.7818620279431343, "decode.d3.loss_mask": 0.9110477179288864, "decode.d3.loss_dice": 1.1041755199432373, "decode.d4.loss_cls": 0.8043745338916779, "decode.d4.loss_mask": 0.9049414113163948, "decode.d4.loss_dice": 1.0810471057891846, "decode.d5.loss_cls": 0.7702255740761756, "decode.d5.loss_mask": 0.8926853686571121, "decode.d5.loss_dice": 1.0603667438030242, "decode.d6.loss_cls": 0.8110442459583282, "decode.d6.loss_mask": 0.9021004974842072, "decode.d6.loss_dice": 1.0572750002145768, "decode.d7.loss_cls": 0.7700400322675705, "decode.d7.loss_mask": 0.8887274339795113, "decode.d7.loss_dice": 1.0403947353363037, "decode.d8.loss_cls": 0.7330523252487182, "decode.d8.loss_mask": 0.8930477365851403, "decode.d8.loss_dice": 1.0501995742321015, "time": 0.5300046443939209, "memory": 7274, "step": 41300}
{"lr": 7.6407400899171e-06, "data_time": 0.009176945686340332, "grad_norm": 82.0100772857666, "loss": 37.11078839302063, "decode.loss_cls": 1.1370163887739182, "decode.loss_mask": 0.8208199739456177, "decode.loss_dice": 1.5459759652614593, "decode.d0.loss_cls": 2.5697816133499147, "decode.d0.loss_mask": 0.8854076653718949, "decode.d0.loss_dice": 1.8444807678461075, "decode.d1.loss_cls": 1.2516442239284515, "decode.d1.loss_mask": 0.8576630473136901, "decode.d1.loss_dice": 1.6316147655248643, "decode.d2.loss_cls": 1.1247618541121482, "decode.d2.loss_mask": 0.865201997756958, "decode.d2.loss_dice": 1.5990774229168891, "decode.d3.loss_cls": 1.2499946132302284, "decode.d3.loss_mask": 0.8101246654987335, "decode.d3.loss_dice": 1.5177959114313126, "decode.d4.loss_cls": 1.2158282339572906, "decode.d4.loss_mask": 0.8365569531917572, "decode.d4.loss_dice": 1.4975296050310134, "decode.d5.loss_cls": 1.096029381453991, "decode.d5.loss_mask": 0.8450183153152466, "decode.d5.loss_dice": 1.5494921430945396, "decode.d6.loss_cls": 1.1180710777640344, "decode.d6.loss_mask": 0.824366107583046, "decode.d6.loss_dice": 1.4940773829817773, "decode.d7.loss_cls": 1.1385951802134513, "decode.d7.loss_mask": 0.8356531500816345, "decode.d7.loss_dice": 1.490852878987789, "decode.d8.loss_cls": 1.1136934340000153, "decode.d8.loss_mask": 0.8324069052934646, "decode.d8.loss_dice": 1.5112568020820618, "time": 0.5292281866073608, "memory": 7326, "step": 41350}
{"lr": 7.637842150179528e-06, "data_time": 0.009215474128723145, "grad_norm": 108.1705451965332, "loss": 22.953428077697755, "decode.loss_cls": 0.6498683400452137, "decode.loss_mask": 0.6485644757747651, "decode.loss_dice": 0.8440493166446685, "decode.d0.loss_cls": 1.999888390302658, "decode.d0.loss_mask": 0.6462010085582733, "decode.d0.loss_dice": 1.0229817837476731, "decode.d1.loss_cls": 0.756923520565033, "decode.d1.loss_mask": 0.6481422692537308, "decode.d1.loss_dice": 0.9278600603342056, "decode.d2.loss_cls": 0.6775851957499981, "decode.d2.loss_mask": 0.6284393817186356, "decode.d2.loss_dice": 0.881843450665474, "decode.d3.loss_cls": 0.6010159589350224, "decode.d3.loss_mask": 0.637063330411911, "decode.d3.loss_dice": 0.8629052817821503, "decode.d4.loss_cls": 0.5964280091226101, "decode.d4.loss_mask": 0.6369142353534698, "decode.d4.loss_dice": 0.8645633339881897, "decode.d5.loss_cls": 0.5640909776091576, "decode.d5.loss_mask": 0.6508246541023255, "decode.d5.loss_dice": 0.8613183587789536, "decode.d6.loss_cls": 0.6153977602720261, "decode.d6.loss_mask": 0.646554121375084, "decode.d6.loss_dice": 0.8494573324918747, "decode.d7.loss_cls": 0.5998182661831379, "decode.d7.loss_mask": 0.650079557299614, "decode.d7.loss_dice": 0.8649642795324326, "decode.d8.loss_cls": 0.607747408002615, "decode.d8.loss_mask": 0.6612876743078232, "decode.d8.loss_dice": 0.8506502896547318, "time": 0.5292686223983765, "memory": 7233, "step": 41400}
{"lr": 7.634944088266548e-06, "data_time": 0.00939018726348877, "grad_norm": 87.54298706054688, "loss": 33.530215167999266, "decode.loss_cls": 0.994971027970314, "decode.loss_mask": 0.8719254791736603, "decode.loss_dice": 1.2147843092679977, "decode.d0.loss_cls": 2.4316056251525877, "decode.d0.loss_mask": 0.9101311475038528, "decode.d0.loss_dice": 1.5234306514263154, "decode.d1.loss_cls": 1.1808567881584167, "decode.d1.loss_mask": 0.8773342430591583, "decode.d1.loss_dice": 1.3462292194366454, "decode.d2.loss_cls": 1.1032462239265441, "decode.d2.loss_mask": 0.8702455580234527, "decode.d2.loss_dice": 1.3166526198387145, "decode.d3.loss_cls": 1.0696134954690932, "decode.d3.loss_mask": 0.8908119589090348, "decode.d3.loss_dice": 1.3190931677818298, "decode.d4.loss_cls": 1.0274513453245162, "decode.d4.loss_mask": 0.8747715473175048, "decode.d4.loss_dice": 1.2891732782125473, "decode.d5.loss_cls": 1.028845101594925, "decode.d5.loss_mask": 0.8843805730342865, "decode.d5.loss_dice": 1.243044064939022, "decode.d6.loss_cls": 0.9665207147598267, "decode.d6.loss_mask": 0.882879564166069, "decode.d6.loss_dice": 1.2324618354439736, "decode.d7.loss_cls": 0.9605835735797882, "decode.d7.loss_mask": 0.8819516956806183, "decode.d7.loss_dice": 1.2366446822881698, "decode.d8.loss_cls": 0.9589298129081726, "decode.d8.loss_mask": 0.8893527656793594, "decode.d8.loss_dice": 1.2522937878966331, "time": 0.5802521228790283, "memory": 7306, "step": 41450}
{"lr": 7.632045904121464e-06, "data_time": 0.009222579002380372, "grad_norm": 89.69368515014648, "loss": 30.54288558959961, "decode.loss_cls": 0.8601785212755203, "decode.loss_mask": 0.7720530062913895, "decode.loss_dice": 1.2436503767967224, "decode.d0.loss_cls": 2.3260290384292603, "decode.d0.loss_mask": 0.8445282638072967, "decode.d0.loss_dice": 1.4627072155475616, "decode.d1.loss_cls": 1.0789171040058136, "decode.d1.loss_mask": 0.7334173679351806, "decode.d1.loss_dice": 1.3016843736171722, "decode.d2.loss_cls": 0.9158175587654114, "decode.d2.loss_mask": 0.7410437941551209, "decode.d2.loss_dice": 1.280132430791855, "decode.d3.loss_cls": 0.8887866050004959, "decode.d3.loss_mask": 0.7201856225728989, "decode.d3.loss_dice": 1.2281513571739198, "decode.d4.loss_cls": 0.8450419992208481, "decode.d4.loss_mask": 0.7256624847650528, "decode.d4.loss_dice": 1.2231314092874528, "decode.d5.loss_cls": 0.8851061254739762, "decode.d5.loss_mask": 0.7156604290008545, "decode.d5.loss_dice": 1.2405560791492463, "decode.d6.loss_cls": 0.8294437080621719, "decode.d6.loss_mask": 0.7507956683635711, "decode.d6.loss_dice": 1.2473240494728088, "decode.d7.loss_cls": 0.8104566633701324, "decode.d7.loss_mask": 0.7553911119699478, "decode.d7.loss_dice": 1.2445436239242553, "decode.d8.loss_cls": 0.8530465334653854, "decode.d8.loss_mask": 0.7711957365274429, "decode.d8.loss_dice": 1.2482476353645324, "time": 0.5561548471450806, "memory": 7254, "step": 41500}
{"lr": 7.62914759768755e-06, "data_time": 0.009227728843688965, "grad_norm": 88.80350189208984, "loss": 30.26603946685791, "decode.loss_cls": 0.933356137573719, "decode.loss_mask": 0.7237719625234604, "decode.loss_dice": 1.0923308551311492, "decode.d0.loss_cls": 2.3878292202949525, "decode.d0.loss_mask": 0.7981074035167695, "decode.d0.loss_dice": 1.3554548978805543, "decode.d1.loss_cls": 1.1222995489835739, "decode.d1.loss_mask": 0.8323021471500397, "decode.d1.loss_dice": 1.2470826208591461, "decode.d2.loss_cls": 1.0237817078828813, "decode.d2.loss_mask": 0.7520294606685638, "decode.d2.loss_dice": 1.144776612520218, "decode.d3.loss_cls": 0.9406776666641236, "decode.d3.loss_mask": 0.7653056591749191, "decode.d3.loss_dice": 1.1122869491577148, "decode.d4.loss_cls": 0.9564619123935699, "decode.d4.loss_mask": 0.7472110629081726, "decode.d4.loss_dice": 1.1101108908653259, "decode.d5.loss_cls": 0.9868241280317307, "decode.d5.loss_mask": 0.7213745713233948, "decode.d5.loss_dice": 1.10675405561924, "decode.d6.loss_cls": 1.026071548461914, "decode.d6.loss_mask": 0.7066643208265304, "decode.d6.loss_dice": 1.0729374438524246, "decode.d7.loss_cls": 1.0033792406320572, "decode.d7.loss_mask": 0.7022081613540649, "decode.d7.loss_dice": 1.0801994383335114, "decode.d8.loss_cls": 0.9746848151087761, "decode.d8.loss_mask": 0.7384711980819703, "decode.d8.loss_dice": 1.1012933611869813, "time": 0.5311255931854248, "memory": 7245, "step": 41550}
{"lr": 7.626249168908013e-06, "data_time": 0.00928359031677246, "grad_norm": 86.91976394653321, "loss": 27.59465389251709, "decode.loss_cls": 0.6269044607877732, "decode.loss_mask": 0.7761233896017075, "decode.loss_dice": 1.1200674891471862, "decode.d0.loss_cls": 2.1454713344573975, "decode.d0.loss_mask": 0.8474478363990784, "decode.d0.loss_dice": 1.317102175951004, "decode.d1.loss_cls": 0.7867468863725662, "decode.d1.loss_mask": 0.804397252202034, "decode.d1.loss_dice": 1.2158680737018586, "decode.d2.loss_cls": 0.7053874790668487, "decode.d2.loss_mask": 0.7787534683942795, "decode.d2.loss_dice": 1.192816960811615, "decode.d3.loss_cls": 0.6528926640748978, "decode.d3.loss_mask": 0.7484379231929779, "decode.d3.loss_dice": 1.1411192953586577, "decode.d4.loss_cls": 0.6293900400400162, "decode.d4.loss_mask": 0.7560457080602646, "decode.d4.loss_dice": 1.123722630739212, "decode.d5.loss_cls": 0.6514309555292129, "decode.d5.loss_mask": 0.7667387664318085, "decode.d5.loss_dice": 1.1596790194511413, "decode.d6.loss_cls": 0.6539811015129089, "decode.d6.loss_mask": 0.7698763489723206, "decode.d6.loss_dice": 1.1212484896183015, "decode.d7.loss_cls": 0.6535177230834961, "decode.d7.loss_mask": 0.7628073930740357, "decode.d7.loss_dice": 1.1396694660186768, "decode.d8.loss_cls": 0.6390785336494446, "decode.d8.loss_mask": 0.7734445363283158, "decode.d8.loss_dice": 1.1344859838485717, "time": 0.5549750089645386, "memory": 7204, "step": 41600}
{"lr": 7.623350617726017e-06, "data_time": 0.009102582931518555, "grad_norm": 76.623681640625, "loss": 26.7706383228302, "decode.loss_cls": 0.7040496200323105, "decode.loss_mask": 0.680347740650177, "decode.loss_dice": 1.0797505050897598, "decode.d0.loss_cls": 2.2294209003448486, "decode.d0.loss_mask": 0.700639522075653, "decode.d0.loss_dice": 1.235922636091709, "decode.d1.loss_cls": 0.8698058694601059, "decode.d1.loss_mask": 0.6886639535427094, "decode.d1.loss_dice": 1.128686860203743, "decode.d2.loss_cls": 0.7521237045526504, "decode.d2.loss_mask": 0.6884610503911972, "decode.d2.loss_dice": 1.110555075109005, "decode.d3.loss_cls": 0.7721820428967476, "decode.d3.loss_mask": 0.6713584706187248, "decode.d3.loss_dice": 1.0872070476412774, "decode.d4.loss_cls": 0.6887367621064187, "decode.d4.loss_mask": 0.6802836567163467, "decode.d4.loss_dice": 1.0832398295402528, "decode.d5.loss_cls": 0.7620490610599517, "decode.d5.loss_mask": 0.6615559816360473, "decode.d5.loss_dice": 1.0748370617628098, "decode.d6.loss_cls": 0.7645512804389, "decode.d6.loss_mask": 0.6684539273381234, "decode.d6.loss_dice": 1.0725634470582008, "decode.d7.loss_cls": 0.7247317299246788, "decode.d7.loss_mask": 0.6678142473101616, "decode.d7.loss_dice": 1.0725861921906472, "decode.d8.loss_cls": 0.711564564704895, "decode.d8.loss_mask": 0.6698669165372848, "decode.d8.loss_dice": 1.068629515171051, "time": 0.5305613994598388, "memory": 7219, "step": 41650}
{"lr": 7.620451944084684e-06, "data_time": 0.00920107364654541, "grad_norm": 82.13967742919922, "loss": 21.054225301742555, "decode.loss_cls": 0.5333090916275978, "decode.loss_mask": 0.5268472194671631, "decode.loss_dice": 0.8231032863259315, "decode.d0.loss_cls": 2.2771145820617678, "decode.d0.loss_mask": 0.5666309103369713, "decode.d0.loss_dice": 0.9488292127847672, "decode.d1.loss_cls": 0.7817560106515884, "decode.d1.loss_mask": 0.5481373846530915, "decode.d1.loss_dice": 0.860448208451271, "decode.d2.loss_cls": 0.5737129673361778, "decode.d2.loss_mask": 0.5237824141979217, "decode.d2.loss_dice": 0.8420593947172165, "decode.d3.loss_cls": 0.5065451070666314, "decode.d3.loss_mask": 0.5305143654346466, "decode.d3.loss_dice": 0.8075848400592804, "decode.d4.loss_cls": 0.48495990335941314, "decode.d4.loss_mask": 0.5530606359243393, "decode.d4.loss_dice": 0.8574829295277595, "decode.d5.loss_cls": 0.5003551781177521, "decode.d5.loss_mask": 0.5562971487641335, "decode.d5.loss_dice": 0.8242617949843407, "decode.d6.loss_cls": 0.49571702927350997, "decode.d6.loss_mask": 0.5239686533808708, "decode.d6.loss_dice": 0.8187426894903183, "decode.d7.loss_cls": 0.5075964108109474, "decode.d7.loss_mask": 0.5223829507827759, "decode.d7.loss_dice": 0.8311503559350968, "decode.d8.loss_cls": 0.5483400456607341, "decode.d8.loss_mask": 0.5310263589024544, "decode.d8.loss_dice": 0.8485087782144547, "time": 0.5294394969940186, "memory": 7261, "step": 41700}
{"lr": 7.617553147927082e-06, "data_time": 0.009163093566894532, "grad_norm": 84.08901901245117, "loss": 32.51404705047607, "decode.loss_cls": 0.8435833901166916, "decode.loss_mask": 0.8555538266897201, "decode.loss_dice": 1.254966527223587, "decode.d0.loss_cls": 2.476524817943573, "decode.d0.loss_mask": 0.8305338561534882, "decode.d0.loss_dice": 1.4573832392692565, "decode.d1.loss_cls": 1.0084799587726594, "decode.d1.loss_mask": 0.8867564171552658, "decode.d1.loss_dice": 1.3831401705741881, "decode.d2.loss_cls": 0.9018236503005028, "decode.d2.loss_mask": 0.8434456646442413, "decode.d2.loss_dice": 1.3578262865543365, "decode.d3.loss_cls": 0.9332489266991615, "decode.d3.loss_mask": 0.8578184008598327, "decode.d3.loss_dice": 1.305507093667984, "decode.d4.loss_cls": 0.9600112423300743, "decode.d4.loss_mask": 0.8460827052593232, "decode.d4.loss_dice": 1.3275882065296174, "decode.d5.loss_cls": 0.8888045027852058, "decode.d5.loss_mask": 0.8757510542869568, "decode.d5.loss_dice": 1.304178935289383, "decode.d6.loss_cls": 0.911950358748436, "decode.d6.loss_mask": 0.8700048565864563, "decode.d6.loss_dice": 1.259855616092682, "decode.d7.loss_cls": 0.9181972712278366, "decode.d7.loss_mask": 0.8579717755317688, "decode.d7.loss_dice": 1.2643176198005677, "decode.d8.loss_cls": 0.8589977875351906, "decode.d8.loss_mask": 0.8780226349830628, "decode.d8.loss_dice": 1.2957216143608092, "time": 0.5290493965148926, "memory": 7205, "step": 41750}
{"lr": 7.614654229196226e-06, "data_time": 0.00932610034942627, "grad_norm": 76.03307037353515, "loss": 26.207096099853516, "decode.loss_cls": 0.8533026307821274, "decode.loss_mask": 0.5924465447664261, "decode.loss_dice": 1.0110317170619965, "decode.d0.loss_cls": 1.950197196006775, "decode.d0.loss_mask": 0.6926430702209473, "decode.d0.loss_dice": 1.1767378568649292, "decode.d1.loss_cls": 0.9833325356245041, "decode.d1.loss_mask": 0.6740268617868423, "decode.d1.loss_dice": 1.121383136510849, "decode.d2.loss_cls": 0.8325708582997322, "decode.d2.loss_mask": 0.6434529453516007, "decode.d2.loss_dice": 1.0958864748477937, "decode.d3.loss_cls": 0.7899808123707771, "decode.d3.loss_mask": 0.6216449499130249, "decode.d3.loss_dice": 1.0441603481769561, "decode.d4.loss_cls": 0.7960486680269241, "decode.d4.loss_mask": 0.6074450045824051, "decode.d4.loss_dice": 1.0342142820358275, "decode.d5.loss_cls": 0.8320746555924415, "decode.d5.loss_mask": 0.596657931804657, "decode.d5.loss_dice": 1.0316826283931733, "decode.d6.loss_cls": 0.8114259958267211, "decode.d6.loss_mask": 0.5866316080093383, "decode.d6.loss_dice": 0.9900470077991486, "decode.d7.loss_cls": 0.7426580205559731, "decode.d7.loss_mask": 0.5966319620609284, "decode.d7.loss_dice": 1.0540372729301453, "decode.d8.loss_cls": 0.8050257995724678, "decode.d8.loss_mask": 0.601087236404419, "decode.d8.loss_dice": 1.038629913330078, "time": 0.530794095993042, "memory": 7207, "step": 41800}
{"lr": 7.611755187835075e-06, "data_time": 0.009591412544250489, "grad_norm": 87.82767333984376, "loss": 29.25527629852295, "decode.loss_cls": 0.744730880856514, "decode.loss_mask": 0.9621115863323212, "decode.loss_dice": 1.0205427438020707, "decode.d0.loss_cls": 2.1485883951187135, "decode.d0.loss_mask": 1.0301219046115875, "decode.d0.loss_dice": 1.1925007492303847, "decode.d1.loss_cls": 0.8882958054542541, "decode.d1.loss_mask": 0.9829880893230438, "decode.d1.loss_dice": 1.1052801877260208, "decode.d2.loss_cls": 0.8514118283987046, "decode.d2.loss_mask": 0.9451054453849792, "decode.d2.loss_dice": 1.0229653805494308, "decode.d3.loss_cls": 0.783979082107544, "decode.d3.loss_mask": 0.9504516541957855, "decode.d3.loss_dice": 1.0168505698442458, "decode.d4.loss_cls": 0.7479950785636902, "decode.d4.loss_mask": 0.9524277329444886, "decode.d4.loss_dice": 1.0290128350257874, "decode.d5.loss_cls": 0.7462817251682281, "decode.d5.loss_mask": 0.9578570336103439, "decode.d5.loss_dice": 1.012006625533104, "decode.d6.loss_cls": 0.7689471557736397, "decode.d6.loss_mask": 0.9586719691753387, "decode.d6.loss_dice": 0.9839263916015625, "decode.d7.loss_cls": 0.7548063591122627, "decode.d7.loss_mask": 0.9611172258853913, "decode.d7.loss_dice": 0.9994649320840836, "decode.d8.loss_cls": 0.7279064983129502, "decode.d8.loss_mask": 0.9644772708415985, "decode.d8.loss_dice": 1.044452652335167, "time": 0.5286762475967407, "memory": 7197, "step": 41850}
{"lr": 7.608856023786544e-06, "data_time": 0.009025478363037109, "grad_norm": 85.74461708068847, "loss": 30.00908660888672, "decode.loss_cls": 0.8098775804042816, "decode.loss_mask": 0.7170268967747688, "decode.loss_dice": 1.1722556874155998, "decode.d0.loss_cls": 2.380143868923187, "decode.d0.loss_mask": 0.7643633335828781, "decode.d0.loss_dice": 1.456321132183075, "decode.d1.loss_cls": 1.0132407754659654, "decode.d1.loss_mask": 0.7585750252008439, "decode.d1.loss_dice": 1.2682326704263687, "decode.d2.loss_cls": 1.001883202791214, "decode.d2.loss_mask": 0.7369448423385621, "decode.d2.loss_dice": 1.2315501242876052, "decode.d3.loss_cls": 0.877226710319519, "decode.d3.loss_mask": 0.7483295738697052, "decode.d3.loss_dice": 1.1900802284479142, "decode.d4.loss_cls": 0.8608531653881073, "decode.d4.loss_mask": 0.7366340011358261, "decode.d4.loss_dice": 1.2038303762674332, "decode.d5.loss_cls": 0.8845072567462922, "decode.d5.loss_mask": 0.7121605187654495, "decode.d5.loss_dice": 1.2116623893380165, "decode.d6.loss_cls": 0.8799850404262543, "decode.d6.loss_mask": 0.694285637140274, "decode.d6.loss_dice": 1.218336820602417, "decode.d7.loss_cls": 0.800805327296257, "decode.d7.loss_mask": 0.7129826277494431, "decode.d7.loss_dice": 1.1962050825357438, "decode.d8.loss_cls": 0.8961699455976486, "decode.d8.loss_mask": 0.6968820214271545, "decode.d8.loss_dice": 1.1777347892522811, "time": 0.5281373739242554, "memory": 7280, "step": 41900}
{"lr": 7.605956736993495e-06, "data_time": 0.009247732162475587, "grad_norm": 88.95994491577149, "loss": 35.48031749725342, "decode.loss_cls": 0.9539491206407547, "decode.loss_mask": 0.835983470082283, "decode.loss_dice": 1.496480256319046, "decode.d0.loss_cls": 2.497693991661072, "decode.d0.loss_mask": 0.8329273521900177, "decode.d0.loss_dice": 1.7311502873897553, "decode.d1.loss_cls": 1.138526403903961, "decode.d1.loss_mask": 0.774106627702713, "decode.d1.loss_dice": 1.660745334625244, "decode.d2.loss_cls": 0.9773549050092697, "decode.d2.loss_mask": 0.8144271105527878, "decode.d2.loss_dice": 1.6093916118144989, "decode.d3.loss_cls": 1.0345679074525833, "decode.d3.loss_mask": 0.8107344478368759, "decode.d3.loss_dice": 1.5081084191799163, "decode.d4.loss_cls": 0.9875924393534661, "decode.d4.loss_mask": 0.8258470237255097, "decode.d4.loss_dice": 1.5521327316761018, "decode.d5.loss_cls": 1.0230481654405594, "decode.d5.loss_mask": 0.8162661880254746, "decode.d5.loss_dice": 1.5425197809934617, "decode.d6.loss_cls": 0.9598223194479942, "decode.d6.loss_mask": 0.833240208029747, "decode.d6.loss_dice": 1.5356608033180237, "decode.d7.loss_cls": 1.0025993153452872, "decode.d7.loss_mask": 0.8318113774061203, "decode.d7.loss_dice": 1.525910222530365, "decode.d8.loss_cls": 1.010885313153267, "decode.d8.loss_mask": 0.8212423026561737, "decode.d8.loss_dice": 1.5355912446975708, "time": 0.530648159980774, "memory": 7280, "step": 41950}
{"lr": 7.603057327398738e-06, "data_time": 0.009199261665344238, "grad_norm": 88.53901672363281, "loss": 24.40305233001709, "decode.loss_cls": 0.6334025844931602, "decode.loss_mask": 0.682921290397644, "decode.loss_dice": 0.8864524096250535, "decode.d0.loss_cls": 2.0453020572662353, "decode.d0.loss_mask": 0.7653478115797043, "decode.d0.loss_dice": 1.0525970816612245, "decode.d1.loss_cls": 0.8030113726854324, "decode.d1.loss_mask": 0.7967227518558502, "decode.d1.loss_dice": 1.0008457571268081, "decode.d2.loss_cls": 0.7094374492764473, "decode.d2.loss_mask": 0.7580719321966172, "decode.d2.loss_dice": 0.9354886800050736, "decode.d3.loss_cls": 0.6353681400418282, "decode.d3.loss_mask": 0.7131607949733734, "decode.d3.loss_dice": 0.911610609292984, "decode.d4.loss_cls": 0.6053445324301719, "decode.d4.loss_mask": 0.7242867857217788, "decode.d4.loss_dice": 0.9118315190076828, "decode.d5.loss_cls": 0.5948413938283921, "decode.d5.loss_mask": 0.7269697457551956, "decode.d5.loss_dice": 0.9207435548305511, "decode.d6.loss_cls": 0.6700435161590577, "decode.d6.loss_mask": 0.6358126789331436, "decode.d6.loss_dice": 0.8606043606996536, "decode.d7.loss_cls": 0.6115824207663536, "decode.d7.loss_mask": 0.6791078597307205, "decode.d7.loss_dice": 0.8826089590787888, "decode.d8.loss_cls": 0.6827214598655701, "decode.d8.loss_mask": 0.6739677727222443, "decode.d8.loss_dice": 0.892845430970192, "time": 0.5537268161773682, "memory": 7207, "step": 42000}
{"lr": 7.600157794945034e-06, "data_time": 0.009128928184509277, "grad_norm": 81.86964340209961, "loss": 26.96175308227539, "decode.loss_cls": 0.7290328487753868, "decode.loss_mask": 0.697055222094059, "decode.loss_dice": 1.0688250541687012, "decode.d0.loss_cls": 2.0526152551174164, "decode.d0.loss_mask": 0.6901630654931068, "decode.d0.loss_dice": 1.1739710301160813, "decode.d1.loss_cls": 1.0008385866880416, "decode.d1.loss_mask": 0.6513034045696259, "decode.d1.loss_dice": 1.1033961981534959, "decode.d2.loss_cls": 0.8893915168941021, "decode.d2.loss_mask": 0.6547354340553284, "decode.d2.loss_dice": 1.0763490349054337, "decode.d3.loss_cls": 0.9453758329153061, "decode.d3.loss_mask": 0.6523333877325058, "decode.d3.loss_dice": 1.0345490247011184, "decode.d4.loss_cls": 0.8336401529610157, "decode.d4.loss_mask": 0.6609164133667946, "decode.d4.loss_dice": 1.0432978987693786, "decode.d5.loss_cls": 0.8355437785387039, "decode.d5.loss_mask": 0.6560950070619583, "decode.d5.loss_dice": 1.0232950687408446, "decode.d6.loss_cls": 0.8065073542296887, "decode.d6.loss_mask": 0.6773889675736428, "decode.d6.loss_dice": 1.025833147764206, "decode.d7.loss_cls": 0.7832696802914143, "decode.d7.loss_mask": 0.6654088094830513, "decode.d7.loss_dice": 1.0320475816726684, "decode.d8.loss_cls": 0.7306171365082264, "decode.d8.loss_mask": 0.6992627888917923, "decode.d8.loss_dice": 1.0686932146549224, "time": 0.5315574645996094, "memory": 7275, "step": 42050}
{"lr": 7.597258139575097e-06, "data_time": 0.00903017520904541, "grad_norm": 102.06470985412598, "loss": 27.116991758346558, "decode.loss_cls": 0.9183109000325202, "decode.loss_mask": 0.6991593986749649, "decode.loss_dice": 0.8753769174218178, "decode.d0.loss_cls": 2.3118165612220762, "decode.d0.loss_mask": 0.75051289498806, "decode.d0.loss_dice": 1.0871232509613038, "decode.d1.loss_cls": 1.0977566957473754, "decode.d1.loss_mask": 0.7427522122859955, "decode.d1.loss_dice": 1.0019800662994385, "decode.d2.loss_cls": 1.006072922796011, "decode.d2.loss_mask": 0.7297327309846878, "decode.d2.loss_dice": 0.9816172003746033, "decode.d3.loss_cls": 0.8953760981559753, "decode.d3.loss_mask": 0.7454783737659454, "decode.d3.loss_dice": 0.9582152485847473, "decode.d4.loss_cls": 0.8835089594125748, "decode.d4.loss_mask": 0.7233937412500382, "decode.d4.loss_dice": 0.93709596991539, "decode.d5.loss_cls": 0.8336324639618397, "decode.d5.loss_mask": 0.6833671659231186, "decode.d5.loss_dice": 0.9225946694612503, "decode.d6.loss_cls": 0.8880798891186714, "decode.d6.loss_mask": 0.680563896894455, "decode.d6.loss_dice": 0.8895199835300446, "decode.d7.loss_cls": 0.8335906617343426, "decode.d7.loss_mask": 0.6843178153038025, "decode.d7.loss_dice": 0.8983065456151962, "decode.d8.loss_cls": 0.8542719304561615, "decode.d8.loss_mask": 0.691527596116066, "decode.d8.loss_dice": 0.911939625442028, "time": 0.5292861461639404, "memory": 7221, "step": 42100}
{"lr": 7.594358361231578e-06, "data_time": 0.009296417236328125, "grad_norm": 83.77750854492187, "loss": 29.06491937637329, "decode.loss_cls": 0.8403843313455581, "decode.loss_mask": 0.7204399168491363, "decode.loss_dice": 1.1433208137750626, "decode.d0.loss_cls": 2.4163504004478455, "decode.d0.loss_mask": 0.7833406031131744, "decode.d0.loss_dice": 1.341600924730301, "decode.d1.loss_cls": 1.1106398105621338, "decode.d1.loss_mask": 0.7510970622301102, "decode.d1.loss_dice": 1.214869776368141, "decode.d2.loss_cls": 0.9039121061563492, "decode.d2.loss_mask": 0.7204295516014099, "decode.d2.loss_dice": 1.1359188854694366, "decode.d3.loss_cls": 0.872021672129631, "decode.d3.loss_mask": 0.7057955503463745, "decode.d3.loss_dice": 1.1325606286525727, "decode.d4.loss_cls": 0.8738779589533806, "decode.d4.loss_mask": 0.706118905544281, "decode.d4.loss_dice": 1.1070841550827026, "decode.d5.loss_cls": 0.8435578569769859, "decode.d5.loss_mask": 0.6860722750425339, "decode.d5.loss_dice": 1.1038555681705475, "decode.d6.loss_cls": 0.8519081130623818, "decode.d6.loss_mask": 0.69615318775177, "decode.d6.loss_dice": 1.0952110767364502, "decode.d7.loss_cls": 0.8627611964941024, "decode.d7.loss_mask": 0.6853384077548981, "decode.d7.loss_dice": 1.0862690448760985, "decode.d8.loss_cls": 0.8681851595640182, "decode.d8.loss_mask": 0.7035829573869705, "decode.d8.loss_dice": 1.102261373400688, "time": 0.5306172132492065, "memory": 7236, "step": 42150}
{"lr": 7.5914584598570926e-06, "data_time": 0.009227442741394042, "grad_norm": 82.6778751373291, "loss": 28.278736352920532, "decode.loss_cls": 0.6790774524211883, "decode.loss_mask": 0.7615083187818528, "decode.loss_dice": 1.1046970918774606, "decode.d0.loss_cls": 2.3042529225349426, "decode.d0.loss_mask": 0.8143582254648208, "decode.d0.loss_dice": 1.4018368870019913, "decode.d1.loss_cls": 0.920000484585762, "decode.d1.loss_mask": 0.7750872075557709, "decode.d1.loss_dice": 1.186313034594059, "decode.d2.loss_cls": 0.7698669984936715, "decode.d2.loss_mask": 0.779142564535141, "decode.d2.loss_dice": 1.2269100099802017, "decode.d3.loss_cls": 0.720585697889328, "decode.d3.loss_mask": 0.7781613677740097, "decode.d3.loss_dice": 1.1676988467574119, "decode.d4.loss_cls": 0.7209633834660053, "decode.d4.loss_mask": 0.7396276354789734, "decode.d4.loss_dice": 1.1608190372586251, "decode.d5.loss_cls": 0.6828772708773613, "decode.d5.loss_mask": 0.7651300668716431, "decode.d5.loss_dice": 1.1753123000264167, "decode.d6.loss_cls": 0.6290019020438194, "decode.d6.loss_mask": 0.7494634002447128, "decode.d6.loss_dice": 1.1619591280817985, "decode.d7.loss_cls": 0.6546818554401398, "decode.d7.loss_mask": 0.7472953498363495, "decode.d7.loss_dice": 1.1443124830722808, "decode.d8.loss_cls": 0.6083720758557319, "decode.d8.loss_mask": 0.7984034687280654, "decode.d8.loss_dice": 1.1510194957256317, "time": 0.5284347057342529, "memory": 7207, "step": 42200}
{"lr": 7.588558435394192e-06, "data_time": 0.009260106086730956, "grad_norm": 90.60745773315429, "loss": 26.20059871673584, "decode.loss_cls": 0.769690003991127, "decode.loss_mask": 0.7508606344461441, "decode.loss_dice": 0.9060429066419602, "decode.d0.loss_cls": 2.0475835740566253, "decode.d0.loss_mask": 0.7921252429485321, "decode.d0.loss_dice": 1.1179216742515563, "decode.d1.loss_cls": 0.9709486693143845, "decode.d1.loss_mask": 0.7744326204061508, "decode.d1.loss_dice": 0.9949708998203277, "decode.d2.loss_cls": 0.8734548062086105, "decode.d2.loss_mask": 0.7178121596574784, "decode.d2.loss_dice": 0.9329296082258225, "decode.d3.loss_cls": 0.8154957056045532, "decode.d3.loss_mask": 0.7438734889030456, "decode.d3.loss_dice": 0.9169074267148971, "decode.d4.loss_cls": 0.801440292596817, "decode.d4.loss_mask": 0.737474650144577, "decode.d4.loss_dice": 0.902213254570961, "decode.d5.loss_cls": 0.7541363716125489, "decode.d5.loss_mask": 0.7286774933338165, "decode.d5.loss_dice": 0.8970468521118165, "decode.d6.loss_cls": 0.7672990769147873, "decode.d6.loss_mask": 0.7596275717020035, "decode.d6.loss_dice": 0.885678717494011, "decode.d7.loss_cls": 0.7644814789295197, "decode.d7.loss_mask": 0.7484709620475769, "decode.d7.loss_dice": 0.8924133911728859, "decode.d8.loss_cls": 0.7223121792078018, "decode.d8.loss_mask": 0.7783762693405152, "decode.d8.loss_dice": 0.9359016120433807, "time": 0.529847240447998, "memory": 7186, "step": 42250}
{"lr": 7.585658287785385e-06, "data_time": 0.009150099754333497, "grad_norm": 83.663818359375, "loss": 31.52447681427002, "decode.loss_cls": 0.9449305593967438, "decode.loss_mask": 0.8512100458145142, "decode.loss_dice": 1.1051358371973037, "decode.d0.loss_cls": 2.5134608507156373, "decode.d0.loss_mask": 0.8996370375156403, "decode.d0.loss_dice": 1.258159726858139, "decode.d1.loss_cls": 1.0242888197302817, "decode.d1.loss_mask": 0.9204316407442092, "decode.d1.loss_dice": 1.2362687438726425, "decode.d2.loss_cls": 0.9513273864984513, "decode.d2.loss_mask": 0.8559654176235199, "decode.d2.loss_dice": 1.1768822729587556, "decode.d3.loss_cls": 1.0109246611595153, "decode.d3.loss_mask": 0.8876015961170196, "decode.d3.loss_dice": 1.1713927119970322, "decode.d4.loss_cls": 1.0047968104481697, "decode.d4.loss_mask": 0.8236068278551102, "decode.d4.loss_dice": 1.0959573149681092, "decode.d5.loss_cls": 0.9511035650968551, "decode.d5.loss_mask": 0.870541787147522, "decode.d5.loss_dice": 1.1296235784888267, "decode.d6.loss_cls": 0.9667332664132118, "decode.d6.loss_mask": 0.8505270093679428, "decode.d6.loss_dice": 1.1433104157447815, "decode.d7.loss_cls": 0.9911812320351601, "decode.d7.loss_mask": 0.7995801031589508, "decode.d7.loss_dice": 1.1204505622386933, "decode.d8.loss_cls": 0.9898883834481239, "decode.d8.loss_mask": 0.8570503950119018, "decode.d8.loss_dice": 1.1225086092948913, "time": 0.5298480749130249, "memory": 7183, "step": 42300}
{"lr": 7.582758016973121e-06, "data_time": 0.009345149993896485, "grad_norm": 82.66283569335937, "loss": 24.104693794250487, "decode.loss_cls": 0.6257108397781849, "decode.loss_mask": 0.6556692689657211, "decode.loss_dice": 0.9237919665873051, "decode.d0.loss_cls": 2.0130289435386657, "decode.d0.loss_mask": 0.68365079164505, "decode.d0.loss_dice": 1.0356454774737358, "decode.d1.loss_cls": 0.6439446702599525, "decode.d1.loss_mask": 0.6940174698829651, "decode.d1.loss_dice": 1.0122662991285325, "decode.d2.loss_cls": 0.5534561514854431, "decode.d2.loss_mask": 0.6941927909851074, "decode.d2.loss_dice": 1.0119740322232247, "decode.d3.loss_cls": 0.5421478763222695, "decode.d3.loss_mask": 0.6862500131130218, "decode.d3.loss_dice": 0.9576914004981518, "decode.d4.loss_cls": 0.5918916255235672, "decode.d4.loss_mask": 0.6792633354663848, "decode.d4.loss_dice": 0.9861747868359089, "decode.d5.loss_cls": 0.6467039182782173, "decode.d5.loss_mask": 0.6767415642738343, "decode.d5.loss_dice": 0.9487188294529915, "decode.d6.loss_cls": 0.7496460519731045, "decode.d6.loss_mask": 0.6551196843385696, "decode.d6.loss_dice": 0.9319235503673553, "decode.d7.loss_cls": 0.702112901210785, "decode.d7.loss_mask": 0.6507018953561783, "decode.d7.loss_dice": 0.9233517929911613, "decode.d8.loss_cls": 0.6496708355844021, "decode.d8.loss_mask": 0.6412856191396713, "decode.d8.loss_dice": 0.9379496604204178, "time": 0.5306043148040771, "memory": 7212, "step": 42350}
{"lr": 7.579857622899815e-06, "data_time": 0.009240436553955077, "grad_norm": 84.98852844238282, "loss": 25.77074851989746, "decode.loss_cls": 0.7373303592205047, "decode.loss_mask": 0.6368347972631454, "decode.loss_dice": 0.9213007539510727, "decode.d0.loss_cls": 2.440759229660034, "decode.d0.loss_mask": 0.7054408639669418, "decode.d0.loss_dice": 1.1057858258485793, "decode.d1.loss_cls": 0.953080515563488, "decode.d1.loss_mask": 0.6729439109563827, "decode.d1.loss_dice": 1.0158823728561401, "decode.d2.loss_cls": 0.83448074311018, "decode.d2.loss_mask": 0.6521738260984421, "decode.d2.loss_dice": 0.995470505952835, "decode.d3.loss_cls": 0.8086156383156776, "decode.d3.loss_mask": 0.6356942832469941, "decode.d3.loss_dice": 0.9592453002929687, "decode.d4.loss_cls": 0.7840534418821334, "decode.d4.loss_mask": 0.6230496942996979, "decode.d4.loss_dice": 0.9375440806150437, "decode.d5.loss_cls": 0.8192629233002663, "decode.d5.loss_mask": 0.6273591220378876, "decode.d5.loss_dice": 0.9444837063550949, "decode.d6.loss_cls": 0.8028608068823815, "decode.d6.loss_mask": 0.6426777631044388, "decode.d6.loss_dice": 0.9247776597738266, "decode.d7.loss_cls": 0.7387675702571869, "decode.d7.loss_mask": 0.6241745918989181, "decode.d7.loss_dice": 0.9184948563575744, "decode.d8.loss_cls": 0.7396774232387543, "decode.d8.loss_mask": 0.6590176522731781, "decode.d8.loss_dice": 0.909510025382042, "time": 0.5289767742156982, "memory": 7295, "step": 42400}
{"lr": 7.576957105507805e-06, "data_time": 0.009108877182006836, "grad_norm": 78.14471054077148, "loss": 28.827588081359863, "decode.loss_cls": 0.8612440973520279, "decode.loss_mask": 0.6337064445018769, "decode.loss_dice": 1.0861575439572335, "decode.d0.loss_cls": 2.660548484325409, "decode.d0.loss_mask": 0.7346611559391022, "decode.d0.loss_dice": 1.329423001408577, "decode.d1.loss_cls": 1.02118222117424, "decode.d1.loss_mask": 0.7077884674072266, "decode.d1.loss_dice": 1.2277780324220657, "decode.d2.loss_cls": 0.8670039504766465, "decode.d2.loss_mask": 0.6932279109954834, "decode.d2.loss_dice": 1.1699410289525987, "decode.d3.loss_cls": 0.8646662205457687, "decode.d3.loss_mask": 0.6699489206075668, "decode.d3.loss_dice": 1.131432795524597, "decode.d4.loss_cls": 0.9053009748458862, "decode.d4.loss_mask": 0.6655057579278946, "decode.d4.loss_dice": 1.1578619599342346, "decode.d5.loss_cls": 0.8860236331820488, "decode.d5.loss_mask": 0.6404407382011413, "decode.d5.loss_dice": 1.1250423148274422, "decode.d6.loss_cls": 0.8669641256332398, "decode.d6.loss_mask": 0.6426101386547088, "decode.d6.loss_dice": 1.1103918209671975, "decode.d7.loss_cls": 0.8407619252800942, "decode.d7.loss_mask": 0.646547532081604, "decode.d7.loss_dice": 1.1104906886816024, "decode.d8.loss_cls": 0.7897624760866165, "decode.d8.loss_mask": 0.6528443068265914, "decode.d8.loss_dice": 1.1283303633332253, "time": 0.5594480276107788, "memory": 7358, "step": 42450}
{"lr": 7.574056464739392e-06, "data_time": 0.009322667121887207, "grad_norm": 75.05085144042968, "loss": 29.841123199462892, "decode.loss_cls": 0.9802458316087723, "decode.loss_mask": 0.7743666857481003, "decode.loss_dice": 0.9980691850185395, "decode.d0.loss_cls": 2.6447497844696044, "decode.d0.loss_mask": 0.9032670676708221, "decode.d0.loss_dice": 1.3050718247890472, "decode.d1.loss_cls": 1.188109204173088, "decode.d1.loss_mask": 0.8074041992425919, "decode.d1.loss_dice": 1.1144958406686782, "decode.d2.loss_cls": 1.0734007239341736, "decode.d2.loss_mask": 0.7889859914779663, "decode.d2.loss_dice": 1.0185420393943787, "decode.d3.loss_cls": 1.010461112856865, "decode.d3.loss_mask": 0.7624848634004593, "decode.d3.loss_dice": 0.9736508011817933, "decode.d4.loss_cls": 1.0546563804149627, "decode.d4.loss_mask": 0.7112492084503174, "decode.d4.loss_dice": 0.9707784742116928, "decode.d5.loss_cls": 1.0409390956163407, "decode.d5.loss_mask": 0.7248114049434662, "decode.d5.loss_dice": 0.9816754251718521, "decode.d6.loss_cls": 1.0038631975650787, "decode.d6.loss_mask": 0.7178440302610397, "decode.d6.loss_dice": 0.9558105617761612, "decode.d7.loss_cls": 0.9721188306808471, "decode.d7.loss_mask": 0.7443787544965744, "decode.d7.loss_dice": 0.9479142487049103, "decode.d8.loss_cls": 0.9979241847991943, "decode.d8.loss_mask": 0.7172570198774337, "decode.d8.loss_dice": 0.956598237156868, "time": 0.5328853607177735, "memory": 7286, "step": 42500}
{"lr": 7.571155700536833e-06, "data_time": 0.00919935703277588, "grad_norm": 83.43798370361328, "loss": 27.481862163543703, "decode.loss_cls": 0.7841938674449921, "decode.loss_mask": 0.7104545176029206, "decode.loss_dice": 1.00642209649086, "decode.d0.loss_cls": 2.3360311627388, "decode.d0.loss_mask": 0.7283921673893928, "decode.d0.loss_dice": 1.196057277917862, "decode.d1.loss_cls": 0.8719583243131638, "decode.d1.loss_mask": 0.7575401708483696, "decode.d1.loss_dice": 1.106448584794998, "decode.d2.loss_cls": 0.7457170486450195, "decode.d2.loss_mask": 0.7384772971272469, "decode.d2.loss_dice": 1.0815829157829284, "decode.d3.loss_cls": 0.8442130655050277, "decode.d3.loss_mask": 0.7313621491193771, "decode.d3.loss_dice": 1.0430117309093476, "decode.d4.loss_cls": 0.8283340454101562, "decode.d4.loss_mask": 0.7320711106061936, "decode.d4.loss_dice": 1.064277422428131, "decode.d5.loss_cls": 0.7917142421007156, "decode.d5.loss_mask": 0.7303770303726196, "decode.d5.loss_dice": 1.0568647891283036, "decode.d6.loss_cls": 0.7882918268442154, "decode.d6.loss_mask": 0.7065662264823913, "decode.d6.loss_dice": 1.0325007796287538, "decode.d7.loss_cls": 0.7801821053028106, "decode.d7.loss_mask": 0.7065186604857445, "decode.d7.loss_dice": 1.0697471439838409, "decode.d8.loss_cls": 0.7758433073759079, "decode.d8.loss_mask": 0.7048624724149704, "decode.d8.loss_dice": 1.031848058104515, "time": 0.5321719408035278, "memory": 7193, "step": 42550}
{"lr": 7.568254812842312e-06, "data_time": 0.009344744682312011, "grad_norm": 94.77364120483398, "loss": 36.62940845489502, "decode.loss_cls": 1.2239510387182235, "decode.loss_mask": 0.8105247914791107, "decode.loss_dice": 1.330194091796875, "decode.d0.loss_cls": 2.7998044967651365, "decode.d0.loss_mask": 0.8850443542003632, "decode.d0.loss_dice": 1.5264103949069976, "decode.d1.loss_cls": 1.5034720718860626, "decode.d1.loss_mask": 0.8515957087278366, "decode.d1.loss_dice": 1.4478476107120515, "decode.d2.loss_cls": 1.43039168715477, "decode.d2.loss_mask": 0.8072361141443253, "decode.d2.loss_dice": 1.399197953939438, "decode.d3.loss_cls": 1.2300482153892518, "decode.d3.loss_mask": 0.8158040106296539, "decode.d3.loss_dice": 1.3854937732219696, "decode.d4.loss_cls": 1.277195367217064, "decode.d4.loss_mask": 0.8196048259735107, "decode.d4.loss_dice": 1.415109521150589, "decode.d5.loss_cls": 1.2852072805166244, "decode.d5.loss_mask": 0.8121878921985626, "decode.d5.loss_dice": 1.3839920341968537, "decode.d6.loss_cls": 1.284117916226387, "decode.d6.loss_mask": 0.8165111601352691, "decode.d6.loss_dice": 1.3294484257698058, "decode.d7.loss_cls": 1.1955351889133454, "decode.d7.loss_mask": 0.811578807234764, "decode.d7.loss_dice": 1.3332249820232391, "decode.d8.loss_cls": 1.277636280655861, "decode.d8.loss_mask": 0.8117932945489883, "decode.d8.loss_dice": 1.3292489051818848, "time": 0.5280995845794678, "memory": 7249, "step": 42600}
{"lr": 7.56535380159798e-06, "data_time": 0.009255671501159668, "grad_norm": 95.13230743408204, "loss": 29.294233798980713, "decode.loss_cls": 0.8018382385373115, "decode.loss_mask": 0.8164627552032471, "decode.loss_dice": 1.0359462797641754, "decode.d0.loss_cls": 2.359085512161255, "decode.d0.loss_mask": 1.0461986899375915, "decode.d0.loss_dice": 1.354653313755989, "decode.d1.loss_cls": 0.9288327068090438, "decode.d1.loss_mask": 0.8867363095283508, "decode.d1.loss_dice": 1.1253498762845993, "decode.d2.loss_cls": 0.7869333535432815, "decode.d2.loss_mask": 0.8699277341365814, "decode.d2.loss_dice": 1.115255069732666, "decode.d3.loss_cls": 0.8102326035499573, "decode.d3.loss_mask": 0.8497656792402267, "decode.d3.loss_dice": 1.0856606513261795, "decode.d4.loss_cls": 0.8558986753225326, "decode.d4.loss_mask": 0.874427679181099, "decode.d4.loss_dice": 1.0536633729934692, "decode.d5.loss_cls": 0.815208162367344, "decode.d5.loss_mask": 0.8109332770109177, "decode.d5.loss_dice": 1.034436285495758, "decode.d6.loss_cls": 0.7906450033187866, "decode.d6.loss_mask": 0.8565905511379241, "decode.d6.loss_dice": 1.0414039343595505, "decode.d7.loss_cls": 0.7407576397061348, "decode.d7.loss_mask": 0.8727722942829133, "decode.d7.loss_dice": 1.0429287731647492, "decode.d8.loss_cls": 0.7900361344218254, "decode.d8.loss_mask": 0.8103628933429718, "decode.d8.loss_dice": 1.0312894880771637, "time": 0.528766393661499, "memory": 7267, "step": 42650}
{"lr": 7.562452666745933e-06, "data_time": 0.009293103218078613, "grad_norm": 97.20649566650391, "loss": 25.516525554656983, "decode.loss_cls": 0.6447103440761566, "decode.loss_mask": 0.6310546927154064, "decode.loss_dice": 1.0298535168170928, "decode.d0.loss_cls": 2.2701378583908083, "decode.d0.loss_mask": 0.6791841104626656, "decode.d0.loss_dice": 1.2260879665613174, "decode.d1.loss_cls": 0.8469672664999962, "decode.d1.loss_mask": 0.6234316408634186, "decode.d1.loss_dice": 1.0836771428585052, "decode.d2.loss_cls": 0.7748239979147911, "decode.d2.loss_mask": 0.6235305964946747, "decode.d2.loss_dice": 1.0577897399663925, "decode.d3.loss_cls": 0.696397465467453, "decode.d3.loss_mask": 0.6234403222799301, "decode.d3.loss_dice": 1.0396571606397629, "decode.d4.loss_cls": 0.6706502556800842, "decode.d4.loss_mask": 0.6413347944617271, "decode.d4.loss_dice": 1.0769833400845528, "decode.d5.loss_cls": 0.6946217820048333, "decode.d5.loss_mask": 0.63121777176857, "decode.d5.loss_dice": 1.0445382326841355, "decode.d6.loss_cls": 0.6834142580628395, "decode.d6.loss_mask": 0.601235707104206, "decode.d6.loss_dice": 1.0116100877523422, "decode.d7.loss_cls": 0.6534821107983589, "decode.d7.loss_mask": 0.6274050161242485, "decode.d7.loss_dice": 1.0092558085918426, "decode.d8.loss_cls": 0.6779173716902733, "decode.d8.loss_mask": 0.6262421399354935, "decode.d8.loss_dice": 1.0158725082874298, "time": 0.5299206018447876, "memory": 7251, "step": 42700}
{"lr": 7.55955140822821e-06, "data_time": 0.009304499626159668, "grad_norm": 96.18486175537109, "loss": 34.001285552978516, "decode.loss_cls": 1.058788388967514, "decode.loss_mask": 0.8039617359638214, "decode.loss_dice": 1.2989675998687744, "decode.d0.loss_cls": 2.596173858642578, "decode.d0.loss_mask": 0.9532178401947021, "decode.d0.loss_dice": 1.534392637014389, "decode.d1.loss_cls": 1.139571425318718, "decode.d1.loss_mask": 0.9024938762187957, "decode.d1.loss_dice": 1.4289865106344224, "decode.d2.loss_cls": 1.1429596096277237, "decode.d2.loss_mask": 0.8333336293697358, "decode.d2.loss_dice": 1.3755452364683152, "decode.d3.loss_cls": 1.0899326652288437, "decode.d3.loss_mask": 0.8003135710954666, "decode.d3.loss_dice": 1.294732016324997, "decode.d4.loss_cls": 1.053245982527733, "decode.d4.loss_mask": 0.8173655331134796, "decode.d4.loss_dice": 1.322244942188263, "decode.d5.loss_cls": 1.0612219899892807, "decode.d5.loss_mask": 0.8245104163885116, "decode.d5.loss_dice": 1.306136280298233, "decode.d6.loss_cls": 1.0496551007032395, "decode.d6.loss_mask": 0.7988651007413864, "decode.d6.loss_dice": 1.281788182258606, "decode.d7.loss_cls": 0.971771827340126, "decode.d7.loss_mask": 0.8229757100343704, "decode.d7.loss_dice": 1.31349356174469, "decode.d8.loss_cls": 1.0089312463998794, "decode.d8.loss_mask": 0.8100695431232452, "decode.d8.loss_dice": 1.3056390851736068, "time": 0.5294396638870239, "memory": 7259, "step": 42750}
{"lr": 7.556650025986797e-06, "data_time": 0.009206938743591308, "grad_norm": 87.38119087219238, "loss": 24.26706209182739, "decode.loss_cls": 0.8627134203910828, "decode.loss_mask": 0.524085721373558, "decode.loss_dice": 0.8856814324855804, "decode.d0.loss_cls": 2.336111867427826, "decode.d0.loss_mask": 0.5523274555802345, "decode.d0.loss_dice": 1.0002825200557708, "decode.d1.loss_cls": 1.035507708787918, "decode.d1.loss_mask": 0.5031650319695473, "decode.d1.loss_dice": 0.9746886670589447, "decode.d2.loss_cls": 0.9514623582363129, "decode.d2.loss_mask": 0.5352327972650528, "decode.d2.loss_dice": 0.950818008184433, "decode.d3.loss_cls": 0.8335061505436897, "decode.d3.loss_mask": 0.49518936276435854, "decode.d3.loss_dice": 0.8697637677192688, "decode.d4.loss_cls": 0.8501992046833038, "decode.d4.loss_mask": 0.49278284758329394, "decode.d4.loss_dice": 0.8726564764976501, "decode.d5.loss_cls": 0.7970696061849594, "decode.d5.loss_mask": 0.49476172775030136, "decode.d5.loss_dice": 0.8819499135017395, "decode.d6.loss_cls": 0.8156857311725616, "decode.d6.loss_mask": 0.4873751312494278, "decode.d6.loss_dice": 0.8593168616294861, "decode.d7.loss_cls": 0.7755472883582115, "decode.d7.loss_mask": 0.5046023353934288, "decode.d7.loss_dice": 0.8770263135433197, "decode.d8.loss_cls": 0.8485125586390495, "decode.d8.loss_mask": 0.513286703824997, "decode.d8.loss_dice": 0.8857527017593384, "time": 0.5294829607009888, "memory": 7263, "step": 42800}
{"lr": 7.553748519963629e-06, "data_time": 0.0092911958694458, "grad_norm": 87.95747413635254, "loss": 35.197391510009766, "decode.loss_cls": 0.9206139072775841, "decode.loss_mask": 0.8595771640539169, "decode.loss_dice": 1.4976925134658814, "decode.d0.loss_cls": 2.3538854718208313, "decode.d0.loss_mask": 0.9219159007072448, "decode.d0.loss_dice": 1.707216626405716, "decode.d1.loss_cls": 1.1878959372639657, "decode.d1.loss_mask": 0.8955064952373505, "decode.d1.loss_dice": 1.6070580422878264, "decode.d2.loss_cls": 1.0303030654788017, "decode.d2.loss_mask": 0.8458492994308472, "decode.d2.loss_dice": 1.5461058020591736, "decode.d3.loss_cls": 1.0440663494169713, "decode.d3.loss_mask": 0.8266872942447663, "decode.d3.loss_dice": 1.4804018676280974, "decode.d4.loss_cls": 0.9065334305167199, "decode.d4.loss_mask": 0.8543236076831817, "decode.d4.loss_dice": 1.525877547264099, "decode.d5.loss_cls": 0.9110135152935982, "decode.d5.loss_mask": 0.8501030802726746, "decode.d5.loss_dice": 1.5004707455635071, "decode.d6.loss_cls": 0.9319242984056473, "decode.d6.loss_mask": 0.8560087978839874, "decode.d6.loss_dice": 1.5200743079185486, "decode.d7.loss_cls": 0.9173222064971924, "decode.d7.loss_mask": 0.8690122902393341, "decode.d7.loss_dice": 1.550599718093872, "decode.d8.loss_cls": 0.9009432747960091, "decode.d8.loss_mask": 0.8718890517950058, "decode.d8.loss_dice": 1.5065185487270356, "time": 0.554560923576355, "memory": 7264, "step": 42850}
{"lr": 7.550846890100602e-06, "data_time": 0.009328317642211915, "grad_norm": 83.01721801757813, "loss": 27.19059066772461, "decode.loss_cls": 0.8802058309316635, "decode.loss_mask": 0.6538739234209061, "decode.loss_dice": 0.8755821317434311, "decode.d0.loss_cls": 2.505223774909973, "decode.d0.loss_mask": 0.7254341185092926, "decode.d0.loss_dice": 1.0977075845003128, "decode.d1.loss_cls": 1.1661657035350799, "decode.d1.loss_mask": 0.7424133569002151, "decode.d1.loss_dice": 1.013365876674652, "decode.d2.loss_cls": 0.979030755162239, "decode.d2.loss_mask": 0.7558481305837631, "decode.d2.loss_dice": 0.9977466464042664, "decode.d3.loss_cls": 0.8888782024383545, "decode.d3.loss_mask": 0.6928964585065842, "decode.d3.loss_dice": 0.9574059426784516, "decode.d4.loss_cls": 0.8621989727020264, "decode.d4.loss_mask": 0.6758205026388169, "decode.d4.loss_dice": 0.9452525913715363, "decode.d5.loss_cls": 0.8248634904623031, "decode.d5.loss_mask": 0.6899465009570122, "decode.d5.loss_dice": 0.9216087102890015, "decode.d6.loss_cls": 0.8668496444821358, "decode.d6.loss_mask": 0.6766739189624786, "decode.d6.loss_dice": 0.9146580815315246, "decode.d7.loss_cls": 0.8254712417721748, "decode.d7.loss_mask": 0.6723663091659546, "decode.d7.loss_dice": 0.9166350483894348, "decode.d8.loss_cls": 0.861953766644001, "decode.d8.loss_mask": 0.6736555844545364, "decode.d8.loss_dice": 0.9308573365211487, "time": 0.5293102264404297, "memory": 7176, "step": 42900}
{"lr": 7.5479451363395505e-06, "data_time": 0.009369969367980957, "grad_norm": 93.86916732788086, "loss": 25.17357244491577, "decode.loss_cls": 0.4970565035939217, "decode.loss_mask": 0.7091987788677215, "decode.loss_dice": 1.0862592697143554, "decode.d0.loss_cls": 1.9630216479301452, "decode.d0.loss_mask": 0.7799873739480973, "decode.d0.loss_dice": 1.2174525499343871, "decode.d1.loss_cls": 0.6779690206050872, "decode.d1.loss_mask": 0.7250565856695175, "decode.d1.loss_dice": 1.1739226222038268, "decode.d2.loss_cls": 0.6017183497548103, "decode.d2.loss_mask": 0.6894486546516418, "decode.d2.loss_dice": 1.0964678049087524, "decode.d3.loss_cls": 0.5254310801625252, "decode.d3.loss_mask": 0.7111235946416855, "decode.d3.loss_dice": 1.084317421913147, "decode.d4.loss_cls": 0.5481018975377083, "decode.d4.loss_mask": 0.7024956583976746, "decode.d4.loss_dice": 1.0980472087860107, "decode.d5.loss_cls": 0.5241585895419121, "decode.d5.loss_mask": 0.7028269320726395, "decode.d5.loss_dice": 1.1087254583835602, "decode.d6.loss_cls": 0.5342088371515274, "decode.d6.loss_mask": 0.7014335334300995, "decode.d6.loss_dice": 1.0488444864749908, "decode.d7.loss_cls": 0.5317800417542458, "decode.d7.loss_mask": 0.7070428788661957, "decode.d7.loss_dice": 1.0744564622640609, "decode.d8.loss_cls": 0.5442250594496727, "decode.d8.loss_mask": 0.7106819331645966, "decode.d8.loss_dice": 1.0981115579605103, "time": 0.5289412498474121, "memory": 7216, "step": 42950}
{"lr": 7.545043258622235e-06, "data_time": 0.009224581718444824, "grad_norm": 82.32671203613282, "loss": 30.824650287628174, "decode.loss_cls": 0.7876633390784263, "decode.loss_mask": 0.7421681493520736, "decode.loss_dice": 1.2856571078300476, "decode.d0.loss_cls": 2.483886349201202, "decode.d0.loss_mask": 0.7939714044332504, "decode.d0.loss_dice": 1.4329968869686127, "decode.d1.loss_cls": 0.9982664674520493, "decode.d1.loss_mask": 0.771332186460495, "decode.d1.loss_dice": 1.3462522327899933, "decode.d2.loss_cls": 0.8512498497962951, "decode.d2.loss_mask": 0.7771221250295639, "decode.d2.loss_dice": 1.3558428168296814, "decode.d3.loss_cls": 0.914434427022934, "decode.d3.loss_mask": 0.7580694645643234, "decode.d3.loss_dice": 1.3163958668708802, "decode.d4.loss_cls": 0.8698575034737587, "decode.d4.loss_mask": 0.7433588147163391, "decode.d4.loss_dice": 1.3137445092201232, "decode.d5.loss_cls": 0.8049908950924873, "decode.d5.loss_mask": 0.7476679861545563, "decode.d5.loss_dice": 1.3149302303791046, "decode.d6.loss_cls": 0.7943935588002204, "decode.d6.loss_mask": 0.7533743202686309, "decode.d6.loss_dice": 1.2849350184202195, "decode.d7.loss_cls": 0.7679962337017059, "decode.d7.loss_mask": 0.7502924084663392, "decode.d7.loss_dice": 1.2550085604190826, "decode.d8.loss_cls": 0.7710794031620025, "decode.d8.loss_mask": 0.7487721383571625, "decode.d8.loss_dice": 1.2889397710561752, "time": 0.529853081703186, "memory": 7243, "step": 43000}
{"lr": 7.542141256890399e-06, "data_time": 0.009232544898986816, "grad_norm": 72.53007164001465, "loss": 25.15937705039978, "decode.loss_cls": 0.6409783609211445, "decode.loss_mask": 0.6767153486609458, "decode.loss_dice": 1.0297558844089507, "decode.d0.loss_cls": 2.0503937125205995, "decode.d0.loss_mask": 0.7236614108085633, "decode.d0.loss_dice": 1.1899376958608627, "decode.d1.loss_cls": 0.7349671699106693, "decode.d1.loss_mask": 0.6696237489581108, "decode.d1.loss_dice": 1.0966594517230988, "decode.d2.loss_cls": 0.6931983590126037, "decode.d2.loss_mask": 0.6824702806770802, "decode.d2.loss_dice": 1.0583577632904053, "decode.d3.loss_cls": 0.6543755389750003, "decode.d3.loss_mask": 0.6644760884344578, "decode.d3.loss_dice": 1.0132832571864128, "decode.d4.loss_cls": 0.642253453657031, "decode.d4.loss_mask": 0.6613353654742241, "decode.d4.loss_dice": 1.0356682047247887, "decode.d5.loss_cls": 0.6226873360574245, "decode.d5.loss_mask": 0.6607261434197426, "decode.d5.loss_dice": 1.0190750017762185, "decode.d6.loss_cls": 0.6086831502616405, "decode.d6.loss_mask": 0.6729986317455768, "decode.d6.loss_dice": 1.0530933558940887, "decode.d7.loss_cls": 0.5818806171417237, "decode.d7.loss_mask": 0.6671433374285698, "decode.d7.loss_dice": 1.0482669651508332, "decode.d8.loss_cls": 0.6098043777048587, "decode.d8.loss_mask": 0.6745755858719349, "decode.d8.loss_dice": 1.0223301663994788, "time": 0.531233835220337, "memory": 7233, "step": 43050}
{"lr": 7.53923913108572e-06, "data_time": 0.009136199951171875, "grad_norm": 93.20392608642578, "loss": 25.208126068115234, "decode.loss_cls": 0.7985104620456696, "decode.loss_mask": 0.6133061230182648, "decode.loss_dice": 0.8943428188562393, "decode.d0.loss_cls": 2.064703047275543, "decode.d0.loss_mask": 0.6910386621952057, "decode.d0.loss_dice": 1.0598608911037446, "decode.d1.loss_cls": 0.9834735274314881, "decode.d1.loss_mask": 0.6918957680463791, "decode.d1.loss_dice": 0.9756777226924896, "decode.d2.loss_cls": 0.8725768864154816, "decode.d2.loss_mask": 0.6611145451664925, "decode.d2.loss_dice": 0.9375962316989899, "decode.d3.loss_cls": 0.7990460336208344, "decode.d3.loss_mask": 0.6494688376784324, "decode.d3.loss_dice": 0.9218142926692963, "decode.d4.loss_cls": 0.760237205028534, "decode.d4.loss_mask": 0.636224202811718, "decode.d4.loss_dice": 0.9155786514282227, "decode.d5.loss_cls": 0.7591683626174927, "decode.d5.loss_mask": 0.6394971698522568, "decode.d5.loss_dice": 0.9448973625898361, "decode.d6.loss_cls": 0.7392827212810517, "decode.d6.loss_mask": 0.6405140697956085, "decode.d6.loss_dice": 0.9349634945392609, "decode.d7.loss_cls": 0.7285247802734375, "decode.d7.loss_mask": 0.6307801306247711, "decode.d7.loss_dice": 0.9266262859106064, "decode.d8.loss_cls": 0.8017775565385818, "decode.d8.loss_mask": 0.6233207896351814, "decode.d8.loss_dice": 0.9123074501752854, "time": 0.5556852579116821, "memory": 7246, "step": 43100}
{"lr": 7.5363368811498185e-06, "data_time": 0.009195423126220703, "grad_norm": 89.17628898620606, "loss": 28.53674736022949, "decode.loss_cls": 0.7231048911809921, "decode.loss_mask": 0.7917262941598893, "decode.loss_dice": 1.1931968361139298, "decode.d0.loss_cls": 2.2674036502838133, "decode.d0.loss_mask": 0.8129116714000701, "decode.d0.loss_dice": 1.338355427980423, "decode.d1.loss_cls": 0.807672917842865, "decode.d1.loss_mask": 0.7894545525312424, "decode.d1.loss_dice": 1.2260267645120622, "decode.d2.loss_cls": 0.7275161609053612, "decode.d2.loss_mask": 0.7693566858768464, "decode.d2.loss_dice": 1.1923068523406983, "decode.d3.loss_cls": 0.7446156829595566, "decode.d3.loss_mask": 0.8002364367246628, "decode.d3.loss_dice": 1.1562187612056731, "decode.d4.loss_cls": 0.7136530920863151, "decode.d4.loss_mask": 0.7827125906944274, "decode.d4.loss_dice": 1.150219702720642, "decode.d5.loss_cls": 0.6966977760195732, "decode.d5.loss_mask": 0.7968991428613663, "decode.d5.loss_dice": 1.1381353557109832, "decode.d6.loss_cls": 0.7238027796149253, "decode.d6.loss_mask": 0.7817408740520477, "decode.d6.loss_dice": 1.1373557448387146, "decode.d7.loss_cls": 0.6650934249162674, "decode.d7.loss_mask": 0.7923554122447968, "decode.d7.loss_dice": 1.149508112668991, "decode.d8.loss_cls": 0.6939525619149208, "decode.d8.loss_mask": 0.7986346304416656, "decode.d8.loss_dice": 1.1758830159902574, "time": 0.5306642770767211, "memory": 7228, "step": 43150}
{"lr": 7.533434507024267e-06, "data_time": 0.009218573570251465, "grad_norm": 88.83277435302735, "loss": 25.031828212738038, "decode.loss_cls": 0.7089726343750954, "decode.loss_mask": 0.5981864869594574, "decode.loss_dice": 0.9165596023201943, "decode.d0.loss_cls": 2.233309268951416, "decode.d0.loss_mask": 0.6935868859291077, "decode.d0.loss_dice": 1.0333522021770478, "decode.d1.loss_cls": 1.011268599331379, "decode.d1.loss_mask": 0.6315322846174241, "decode.d1.loss_dice": 0.9856808811426163, "decode.d2.loss_cls": 0.8617596596479415, "decode.d2.loss_mask": 0.6139473661780357, "decode.d2.loss_dice": 0.9658634543418885, "decode.d3.loss_cls": 0.7726047679781913, "decode.d3.loss_mask": 0.6087835386395455, "decode.d3.loss_dice": 0.9293706938624382, "decode.d4.loss_cls": 0.7861150681972504, "decode.d4.loss_mask": 0.5973829120397568, "decode.d4.loss_dice": 0.9474320709705353, "decode.d5.loss_cls": 0.7416602492332458, "decode.d5.loss_mask": 0.6071963056921958, "decode.d5.loss_dice": 0.9330169588327408, "decode.d6.loss_cls": 0.7262706860899926, "decode.d6.loss_mask": 0.6135341912508011, "decode.d6.loss_dice": 0.9633435308933258, "decode.d7.loss_cls": 0.7229997605085373, "decode.d7.loss_mask": 0.6015151560306549, "decode.d7.loss_dice": 0.9250531658530236, "decode.d8.loss_cls": 0.7406800478696823, "decode.d8.loss_mask": 0.6199758023023605, "decode.d8.loss_dice": 0.940874508023262, "time": 0.5320058107376099, "memory": 7194, "step": 43200}
{"lr": 7.530532008650584e-06, "data_time": 0.009150362014770508, "grad_norm": 87.68916854858398, "loss": 22.015797233581544, "decode.loss_cls": 0.5871241711080074, "decode.loss_mask": 0.5113510802388191, "decode.loss_dice": 0.8562411427497864, "decode.d0.loss_cls": 1.9435496211051941, "decode.d0.loss_mask": 0.5977253466844559, "decode.d0.loss_dice": 1.0267739593982697, "decode.d1.loss_cls": 0.7898501649498939, "decode.d1.loss_mask": 0.5682694926857949, "decode.d1.loss_dice": 0.9427835166454315, "decode.d2.loss_cls": 0.633693490922451, "decode.d2.loss_mask": 0.539354519546032, "decode.d2.loss_dice": 0.8781762242317199, "decode.d3.loss_cls": 0.6321591638028622, "decode.d3.loss_mask": 0.5503486067056655, "decode.d3.loss_dice": 0.8824436217546463, "decode.d4.loss_cls": 0.645839125663042, "decode.d4.loss_mask": 0.5412256479263305, "decode.d4.loss_dice": 0.8900533229112625, "decode.d5.loss_cls": 0.6057826153934002, "decode.d5.loss_mask": 0.5246469378471375, "decode.d5.loss_dice": 0.8670988500118255, "decode.d6.loss_cls": 0.6295498721301556, "decode.d6.loss_mask": 0.511885541677475, "decode.d6.loss_dice": 0.8589556813240051, "decode.d7.loss_cls": 0.6239077679812908, "decode.d7.loss_mask": 0.5114547982811928, "decode.d7.loss_dice": 0.8614963620901108, "decode.d8.loss_cls": 0.6087329000234604, "decode.d8.loss_mask": 0.5198661834001541, "decode.d8.loss_dice": 0.8754574745893479, "time": 0.5287317991256714, "memory": 7218, "step": 43250}
{"lr": 7.527629385970238e-06, "data_time": 0.009190893173217774, "grad_norm": 84.77938766479492, "loss": 36.31135158538818, "decode.loss_cls": 1.0304395884275437, "decode.loss_mask": 0.7809698790311813, "decode.loss_dice": 1.5708330810070037, "decode.d0.loss_cls": 2.4948987007141112, "decode.d0.loss_mask": 0.9070112377405166, "decode.d0.loss_dice": 1.86406911611557, "decode.d1.loss_cls": 1.1079830765724181, "decode.d1.loss_mask": 0.8931313335895539, "decode.d1.loss_dice": 1.7074895203113556, "decode.d2.loss_cls": 0.9907797425985336, "decode.d2.loss_mask": 0.8794985711574554, "decode.d2.loss_dice": 1.6842845380306244, "decode.d3.loss_cls": 1.025477409362793, "decode.d3.loss_mask": 0.8298356860876084, "decode.d3.loss_dice": 1.6155548393726349, "decode.d4.loss_cls": 0.9630470305681229, "decode.d4.loss_mask": 0.8312504947185516, "decode.d4.loss_dice": 1.6193540811538696, "decode.d5.loss_cls": 0.9177406787872314, "decode.d5.loss_mask": 0.845214107632637, "decode.d5.loss_dice": 1.6155495941638947, "decode.d6.loss_cls": 1.005651593208313, "decode.d6.loss_mask": 0.7898667961359024, "decode.d6.loss_dice": 1.5917684435844421, "decode.d7.loss_cls": 0.9657600581645965, "decode.d7.loss_mask": 0.7921977996826172, "decode.d7.loss_dice": 1.6133675932884217, "decode.d8.loss_cls": 0.9865115255117416, "decode.d8.loss_mask": 0.7926765978336334, "decode.d8.loss_dice": 1.5991390526294709, "time": 0.5295789957046508, "memory": 7260, "step": 43300}
{"lr": 7.5247266389246385e-06, "data_time": 0.009276890754699707, "grad_norm": 94.84595260620117, "loss": 21.500367641448975, "decode.loss_cls": 0.49369993805885315, "decode.loss_mask": 0.6060174465179443, "decode.loss_dice": 0.8537471234798432, "decode.d0.loss_cls": 1.7661441206932067, "decode.d0.loss_mask": 0.6100930154323578, "decode.d0.loss_dice": 0.970910233259201, "decode.d1.loss_cls": 0.6655461609363555, "decode.d1.loss_mask": 0.586829537153244, "decode.d1.loss_dice": 0.9091648697853089, "decode.d2.loss_cls": 0.5965541362762451, "decode.d2.loss_mask": 0.5855034470558167, "decode.d2.loss_dice": 0.8970337271690368, "decode.d3.loss_cls": 0.543119840323925, "decode.d3.loss_mask": 0.6005595237016678, "decode.d3.loss_dice": 0.8961392521858216, "decode.d4.loss_cls": 0.5475985556840897, "decode.d4.loss_mask": 0.5872185558080674, "decode.d4.loss_dice": 0.8717810571193695, "decode.d5.loss_cls": 0.5246783137321472, "decode.d5.loss_mask": 0.6043453603982926, "decode.d5.loss_dice": 0.8484378576278686, "decode.d6.loss_cls": 0.5229995369911193, "decode.d6.loss_mask": 0.6012387931346893, "decode.d6.loss_dice": 0.8599279195070266, "decode.d7.loss_cls": 0.5205783978104591, "decode.d7.loss_mask": 0.6096713274717331, "decode.d7.loss_dice": 0.8653703987598419, "decode.d8.loss_cls": 0.5036377549171448, "decode.d8.loss_mask": 0.6012785583734512, "decode.d8.loss_dice": 0.8505421221256256, "time": 0.5297809362411499, "memory": 7174, "step": 43350}
{"lr": 7.5218237674551464e-06, "data_time": 0.00938117504119873, "grad_norm": 92.64629364013672, "loss": 25.24446744918823, "decode.loss_cls": 0.6151536040008068, "decode.loss_mask": 0.7422416865825653, "decode.loss_dice": 0.9631019055843353, "decode.d0.loss_cls": 2.0349039793014527, "decode.d0.loss_mask": 0.7517747849225997, "decode.d0.loss_dice": 1.077697789669037, "decode.d1.loss_cls": 0.7163697391748428, "decode.d1.loss_mask": 0.739761209487915, "decode.d1.loss_dice": 1.002935466170311, "decode.d2.loss_cls": 0.7622449278831482, "decode.d2.loss_mask": 0.7131485342979431, "decode.d2.loss_dice": 0.9584586560726166, "decode.d3.loss_cls": 0.6661818914115429, "decode.d3.loss_mask": 0.7251545280218125, "decode.d3.loss_dice": 0.9608063846826553, "decode.d4.loss_cls": 0.7506599493324757, "decode.d4.loss_mask": 0.7257608979940414, "decode.d4.loss_dice": 0.9424705386161805, "decode.d5.loss_cls": 0.6727550782263279, "decode.d5.loss_mask": 0.7270234942436218, "decode.d5.loss_dice": 0.9622494876384735, "decode.d6.loss_cls": 0.6916837938129902, "decode.d6.loss_mask": 0.7186282753944397, "decode.d6.loss_dice": 0.9424657613039017, "decode.d7.loss_cls": 0.662104295939207, "decode.d7.loss_mask": 0.7069022446870804, "decode.d7.loss_dice": 0.9360173970460892, "decode.d8.loss_cls": 0.7052388854324818, "decode.d8.loss_mask": 0.7356227487325668, "decode.d8.loss_dice": 0.9349492639303207, "time": 0.5278509855270386, "memory": 7197, "step": 43400}
{"lr": 7.518920771503079e-06, "data_time": 0.009412050247192383, "grad_norm": 91.05281448364258, "loss": 26.420523262023927, "decode.loss_cls": 0.5563292473554611, "decode.loss_mask": 0.7051303178071976, "decode.loss_dice": 1.1210857808589936, "decode.d0.loss_cls": 2.1386424779891966, "decode.d0.loss_mask": 0.808802404999733, "decode.d0.loss_dice": 1.2603986978530883, "decode.d1.loss_cls": 0.7315378531813621, "decode.d1.loss_mask": 0.747803470492363, "decode.d1.loss_dice": 1.2116380751132965, "decode.d2.loss_cls": 0.6736438125371933, "decode.d2.loss_mask": 0.723326775431633, "decode.d2.loss_dice": 1.1409821391105652, "decode.d3.loss_cls": 0.6312680467963219, "decode.d3.loss_mask": 0.7129544287919998, "decode.d3.loss_dice": 1.1264371931552888, "decode.d4.loss_cls": 0.6328174054622651, "decode.d4.loss_mask": 0.7155350804328918, "decode.d4.loss_dice": 1.1399674713611603, "decode.d5.loss_cls": 0.5955144986510277, "decode.d5.loss_mask": 0.7083517372608185, "decode.d5.loss_dice": 1.1362954080104828, "decode.d6.loss_cls": 0.5792887777090072, "decode.d6.loss_mask": 0.7081316351890564, "decode.d6.loss_dice": 1.1199435621500016, "decode.d7.loss_cls": 0.5534104526042938, "decode.d7.loss_mask": 0.7058971762657166, "decode.d7.loss_dice": 1.131321832537651, "decode.d8.loss_cls": 0.554678350687027, "decode.d8.loss_mask": 0.7095980763435363, "decode.d8.loss_dice": 1.1397921323776246, "time": 0.5276856184005737, "memory": 7256, "step": 43450}
{"lr": 7.516017651009686e-06, "data_time": 0.00916585922241211, "grad_norm": 82.93588638305664, "loss": 29.65791606903076, "decode.loss_cls": 0.7422577075660228, "decode.loss_mask": 0.8137528449296951, "decode.loss_dice": 1.1367781072854997, "decode.d0.loss_cls": 2.448846662044525, "decode.d0.loss_mask": 0.9187647104263306, "decode.d0.loss_dice": 1.3204345256090164, "decode.d1.loss_cls": 0.9719642013311386, "decode.d1.loss_mask": 0.8887743890285492, "decode.d1.loss_dice": 1.2456984132528306, "decode.d2.loss_cls": 0.8963336527347565, "decode.d2.loss_mask": 0.8391330540180206, "decode.d2.loss_dice": 1.1927474081516265, "decode.d3.loss_cls": 0.7771042734384537, "decode.d3.loss_mask": 0.839576604962349, "decode.d3.loss_dice": 1.1385959804058075, "decode.d4.loss_cls": 0.7953547567129136, "decode.d4.loss_mask": 0.8241592764854431, "decode.d4.loss_dice": 1.1535759747028351, "decode.d5.loss_cls": 0.7357385769486428, "decode.d5.loss_mask": 0.8321370333433151, "decode.d5.loss_dice": 1.1695500910282135, "decode.d6.loss_cls": 0.7105444841086864, "decode.d6.loss_mask": 0.8286111027002334, "decode.d6.loss_dice": 1.143083918094635, "decode.d7.loss_cls": 0.6905037976801396, "decode.d7.loss_mask": 0.810947060585022, "decode.d7.loss_dice": 1.126766601204872, "decode.d8.loss_cls": 0.7047399692237377, "decode.d8.loss_mask": 0.8156590268015862, "decode.d8.loss_dice": 1.1457813084125519, "time": 0.5273870229721069, "memory": 7194, "step": 43500}
{"lr": 7.513114405916169e-06, "data_time": 0.009528183937072754, "grad_norm": 77.81055374145508, "loss": 27.184094047546388, "decode.loss_cls": 0.7689803659915924, "decode.loss_mask": 0.7751575708389282, "decode.loss_dice": 1.0610863268375397, "decode.d0.loss_cls": 1.8766764223575592, "decode.d0.loss_mask": 0.7960048288106918, "decode.d0.loss_dice": 1.137189257144928, "decode.d1.loss_cls": 0.8292577847838402, "decode.d1.loss_mask": 0.7528332859277725, "decode.d1.loss_dice": 1.1087514102458953, "decode.d2.loss_cls": 0.7866408199071884, "decode.d2.loss_mask": 0.7587485283613205, "decode.d2.loss_dice": 1.0758967578411103, "decode.d3.loss_cls": 0.7250572234392166, "decode.d3.loss_mask": 0.7728244632482528, "decode.d3.loss_dice": 1.0682334125041961, "decode.d4.loss_cls": 0.7537805303931236, "decode.d4.loss_mask": 0.7556860536336899, "decode.d4.loss_dice": 1.0572073042392731, "decode.d5.loss_cls": 0.7663304328918457, "decode.d5.loss_mask": 0.7740145802497864, "decode.d5.loss_dice": 1.0630877673625947, "decode.d6.loss_cls": 0.7480753272771835, "decode.d6.loss_mask": 0.7789637178182602, "decode.d6.loss_dice": 1.0508958280086518, "decode.d7.loss_cls": 0.7410035192966461, "decode.d7.loss_mask": 0.7788502752780915, "decode.d7.loss_dice": 1.0629094660282135, "decode.d8.loss_cls": 0.7527270644903183, "decode.d8.loss_mask": 0.7559661269187927, "decode.d8.loss_dice": 1.0512579798698425, "time": 0.529794430732727, "memory": 7214, "step": 43550}
{"lr": 7.510211036163675e-06, "data_time": 0.009385895729064942, "grad_norm": 84.63667831420898, "loss": 33.41832656860352, "decode.loss_cls": 0.6865035548806191, "decode.loss_mask": 1.024713397026062, "decode.loss_dice": 1.409480357170105, "decode.d0.loss_cls": 2.2762099742889403, "decode.d0.loss_mask": 1.0570529103279114, "decode.d0.loss_dice": 1.5903960466384888, "decode.d1.loss_cls": 0.8405152887105942, "decode.d1.loss_mask": 1.0364666879177094, "decode.d1.loss_dice": 1.4929323732852935, "decode.d2.loss_cls": 0.8729314714670181, "decode.d2.loss_mask": 0.9812190353870391, "decode.d2.loss_dice": 1.3732703804969788, "decode.d3.loss_cls": 0.7892032325267792, "decode.d3.loss_mask": 0.9999275088310242, "decode.d3.loss_dice": 1.34890958070755, "decode.d4.loss_cls": 0.7728636413812637, "decode.d4.loss_mask": 0.9883675217628479, "decode.d4.loss_dice": 1.3505454123020173, "decode.d5.loss_cls": 0.8013183534145355, "decode.d5.loss_mask": 0.9479453206062317, "decode.d5.loss_dice": 1.3524011194705963, "decode.d6.loss_cls": 0.7492459073662758, "decode.d6.loss_mask": 1.0046732425689697, "decode.d6.loss_dice": 1.3768276870250702, "decode.d7.loss_cls": 0.7587748453021049, "decode.d7.loss_mask": 0.9954563021659851, "decode.d7.loss_dice": 1.390747743844986, "decode.d8.loss_cls": 0.7474928364157677, "decode.d8.loss_mask": 1.0165427923202515, "decode.d8.loss_dice": 1.3853911638259888, "time": 0.5303111791610717, "memory": 7229, "step": 43600}
{"lr": 7.507307541693304e-06, "data_time": 0.009287500381469726, "grad_norm": 86.87880249023438, "loss": 27.675823307037355, "decode.loss_cls": 0.7238952964544296, "decode.loss_mask": 0.7781851649284363, "decode.loss_dice": 1.0400770395994186, "decode.d0.loss_cls": 2.313895273208618, "decode.d0.loss_mask": 0.9118933558464051, "decode.d0.loss_dice": 1.208425223827362, "decode.d1.loss_cls": 0.7987025022506714, "decode.d1.loss_mask": 0.8611617684364319, "decode.d1.loss_dice": 1.1343834906816483, "decode.d2.loss_cls": 0.8155902162194252, "decode.d2.loss_mask": 0.8161755084991456, "decode.d2.loss_dice": 1.065435415506363, "decode.d3.loss_cls": 0.7317565873265266, "decode.d3.loss_mask": 0.7733650177717208, "decode.d3.loss_dice": 1.0494863539934158, "decode.d4.loss_cls": 0.700213959813118, "decode.d4.loss_mask": 0.7956089526414871, "decode.d4.loss_dice": 1.042318418622017, "decode.d5.loss_cls": 0.7082989007234574, "decode.d5.loss_mask": 0.7837232172489166, "decode.d5.loss_dice": 1.0388645350933075, "decode.d6.loss_cls": 0.705402061343193, "decode.d6.loss_mask": 0.7751459896564483, "decode.d6.loss_dice": 1.0245063215494157, "decode.d7.loss_cls": 0.7267601802945137, "decode.d7.loss_mask": 0.7776026427745819, "decode.d7.loss_dice": 1.0367313653230668, "decode.d8.loss_cls": 0.7429013624787331, "decode.d8.loss_mask": 0.7607840090990067, "decode.d8.loss_dice": 1.0345332384109498, "time": 0.5796952724456788, "memory": 7224, "step": 43650}
{"lr": 7.504403922446099e-06, "data_time": 0.009260845184326173, "grad_norm": 86.04300994873047, "loss": 26.93884496688843, "decode.loss_cls": 0.5973152562975883, "decode.loss_mask": 0.7357891589403153, "decode.loss_dice": 1.0538656830787658, "decode.d0.loss_cls": 2.2543190121650696, "decode.d0.loss_mask": 0.7496092975139618, "decode.d0.loss_dice": 1.307701337337494, "decode.d1.loss_cls": 0.8171853229403496, "decode.d1.loss_mask": 0.7432863056659699, "decode.d1.loss_dice": 1.1667533308267592, "decode.d2.loss_cls": 0.7028059795498848, "decode.d2.loss_mask": 0.7692556381225586, "decode.d2.loss_dice": 1.1449412763118745, "decode.d3.loss_cls": 0.65181515365839, "decode.d3.loss_mask": 0.7866523027420044, "decode.d3.loss_dice": 1.146305298805237, "decode.d4.loss_cls": 0.637966476380825, "decode.d4.loss_mask": 0.7603800743818283, "decode.d4.loss_dice": 1.1290612429380418, "decode.d5.loss_cls": 0.6387051582336426, "decode.d5.loss_mask": 0.7505811452865601, "decode.d5.loss_dice": 1.096246337890625, "decode.d6.loss_cls": 0.602003401517868, "decode.d6.loss_mask": 0.7462160229682923, "decode.d6.loss_dice": 1.0915375828742981, "decode.d7.loss_cls": 0.6257832139730454, "decode.d7.loss_mask": 0.7337045341730117, "decode.d7.loss_dice": 1.1028615534305573, "decode.d8.loss_cls": 0.6268591910600663, "decode.d8.loss_mask": 0.6995575815439224, "decode.d8.loss_dice": 1.069781243801117, "time": 0.556767749786377, "memory": 7203, "step": 43700}
{"lr": 7.501500178363049e-06, "data_time": 0.009156203269958496, "grad_norm": 83.25030937194825, "loss": 30.678989124298095, "decode.loss_cls": 0.9086460828781128, "decode.loss_mask": 0.776983717083931, "decode.loss_dice": 1.129374635219574, "decode.d0.loss_cls": 2.335266351699829, "decode.d0.loss_mask": 0.9234363913536072, "decode.d0.loss_dice": 1.3797827303409576, "decode.d1.loss_cls": 1.165353710949421, "decode.d1.loss_mask": 0.8044408470392227, "decode.d1.loss_dice": 1.2016673982143402, "decode.d2.loss_cls": 1.0296063810586928, "decode.d2.loss_mask": 0.8023065000772476, "decode.d2.loss_dice": 1.1902881145477295, "decode.d3.loss_cls": 0.9249021068215371, "decode.d3.loss_mask": 0.7700698018074036, "decode.d3.loss_dice": 1.124608439207077, "decode.d4.loss_cls": 0.9369078047573567, "decode.d4.loss_mask": 0.782879215478897, "decode.d4.loss_dice": 1.1495805144309998, "decode.d5.loss_cls": 0.9280006721615791, "decode.d5.loss_mask": 0.7681318908929825, "decode.d5.loss_dice": 1.1776048868894577, "decode.d6.loss_cls": 0.9064371749758721, "decode.d6.loss_mask": 0.7727755457162857, "decode.d6.loss_dice": 1.119004526734352, "decode.d7.loss_cls": 0.9551675304770469, "decode.d7.loss_mask": 0.7665334433317185, "decode.d7.loss_dice": 1.116838750243187, "decode.d8.loss_cls": 0.9131749391555786, "decode.d8.loss_mask": 0.7797705546021462, "decode.d8.loss_dice": 1.1394482135772706, "time": 0.5300902128219604, "memory": 7189, "step": 43750}
{"lr": 7.49859630938509e-06, "data_time": 0.009210848808288574, "grad_norm": 87.0722442626953, "loss": 26.38687448501587, "decode.loss_cls": 0.6830404222011566, "decode.loss_mask": 0.6158111006021499, "decode.loss_dice": 1.0564326375722886, "decode.d0.loss_cls": 2.45680456161499, "decode.d0.loss_mask": 0.6637075126171113, "decode.d0.loss_dice": 1.2552385032176971, "decode.d1.loss_cls": 0.8453583180904388, "decode.d1.loss_mask": 0.6730613946914673, "decode.d1.loss_dice": 1.164126181602478, "decode.d2.loss_cls": 0.7280761286616325, "decode.d2.loss_mask": 0.6182826489210129, "decode.d2.loss_dice": 1.0947815209627152, "decode.d3.loss_cls": 0.7685780584812164, "decode.d3.loss_mask": 0.6130748748779297, "decode.d3.loss_dice": 1.0788938730955124, "decode.d4.loss_cls": 0.78108501881361, "decode.d4.loss_mask": 0.6212143301963806, "decode.d4.loss_dice": 1.0719935446977615, "decode.d5.loss_cls": 0.763107830286026, "decode.d5.loss_mask": 0.6115926146507263, "decode.d5.loss_dice": 1.0751917660236359, "decode.d6.loss_cls": 0.7141303420066833, "decode.d6.loss_mask": 0.6288339674472809, "decode.d6.loss_dice": 1.091434720158577, "decode.d7.loss_cls": 0.6962739616632462, "decode.d7.loss_mask": 0.5990147650241852, "decode.d7.loss_dice": 1.0710531413555144, "decode.d8.loss_cls": 0.6648724436759949, "decode.d8.loss_mask": 0.6157448142766953, "decode.d8.loss_dice": 1.0660625457763673, "time": 0.5295353651046752, "memory": 7276, "step": 43800}
{"lr": 7.495692315453101e-06, "data_time": 0.009317493438720703, "grad_norm": 89.97982330322266, "loss": 24.13480176925659, "decode.loss_cls": 0.6324951514601708, "decode.loss_mask": 0.6966393828392029, "decode.loss_dice": 0.8577389627695083, "decode.d0.loss_cls": 2.124709367752075, "decode.d0.loss_mask": 0.7241462022066116, "decode.d0.loss_dice": 0.9831834197044372, "decode.d1.loss_cls": 0.7678357154130936, "decode.d1.loss_mask": 0.6625111639499665, "decode.d1.loss_dice": 0.8817614078521728, "decode.d2.loss_cls": 0.6809738874435425, "decode.d2.loss_mask": 0.6995625555515289, "decode.d2.loss_dice": 0.8568808794021606, "decode.d3.loss_cls": 0.680126566439867, "decode.d3.loss_mask": 0.7352178215980529, "decode.d3.loss_dice": 0.86630839407444, "decode.d4.loss_cls": 0.6758087158203125, "decode.d4.loss_mask": 0.7280103623867035, "decode.d4.loss_dice": 0.8655218183994293, "decode.d5.loss_cls": 0.7190876364707947, "decode.d5.loss_mask": 0.6981072723865509, "decode.d5.loss_dice": 0.862339836359024, "decode.d6.loss_cls": 0.7443820983171463, "decode.d6.loss_mask": 0.6472185790538788, "decode.d6.loss_dice": 0.8460413217544556, "decode.d7.loss_cls": 0.6852656975388527, "decode.d7.loss_mask": 0.7038352310657501, "decode.d7.loss_dice": 0.859907665848732, "decode.d8.loss_cls": 0.7323595821857453, "decode.d8.loss_mask": 0.6724566042423248, "decode.d8.loss_dice": 0.8443692415952683, "time": 0.5597044706344605, "memory": 7236, "step": 43850}
{"lr": 7.492788196507922e-06, "data_time": 0.00921318531036377, "grad_norm": 90.13773002624512, "loss": 30.904734802246093, "decode.loss_cls": 0.9167812496423722, "decode.loss_mask": 0.808374673128128, "decode.loss_dice": 1.16053546667099, "decode.d0.loss_cls": 2.190710926055908, "decode.d0.loss_mask": 0.9449040472507477, "decode.d0.loss_dice": 1.4062690615653992, "decode.d1.loss_cls": 1.097659659385681, "decode.d1.loss_mask": 0.8402134060859681, "decode.d1.loss_dice": 1.2659947454929352, "decode.d2.loss_cls": 0.993977215886116, "decode.d2.loss_mask": 0.794742751121521, "decode.d2.loss_dice": 1.2224060237407683, "decode.d3.loss_cls": 0.9348145514726639, "decode.d3.loss_mask": 0.7955541729927063, "decode.d3.loss_dice": 1.209209644794464, "decode.d4.loss_cls": 0.901425164937973, "decode.d4.loss_mask": 0.8093718349933624, "decode.d4.loss_dice": 1.2210396826267242, "decode.d5.loss_cls": 0.8560942053794861, "decode.d5.loss_mask": 0.7967266142368317, "decode.d5.loss_dice": 1.187798810005188, "decode.d6.loss_cls": 0.8598850160837174, "decode.d6.loss_mask": 0.8063065528869628, "decode.d6.loss_dice": 1.1647709846496581, "decode.d7.loss_cls": 0.8808962225914001, "decode.d7.loss_mask": 0.8021086931228638, "decode.d7.loss_dice": 1.1743064939975738, "decode.d8.loss_cls": 0.9218005180358887, "decode.d8.loss_mask": 0.7886661469936371, "decode.d8.loss_dice": 1.151390951871872, "time": 0.5549102067947388, "memory": 7348, "step": 43900}
{"lr": 7.4898839524903265e-06, "data_time": 0.009284687042236329, "grad_norm": 88.3107063293457, "loss": 35.619228744506835, "decode.loss_cls": 1.1760167181491852, "decode.loss_mask": 0.8152859210968018, "decode.loss_dice": 1.3096945345401765, "decode.d0.loss_cls": 2.6362141370773315, "decode.d0.loss_mask": 0.8408392012119293, "decode.d0.loss_dice": 1.588267207145691, "decode.d1.loss_cls": 1.4133727997541428, "decode.d1.loss_mask": 0.8346261441707611, "decode.d1.loss_dice": 1.43024685382843, "decode.d2.loss_cls": 1.296972668170929, "decode.d2.loss_mask": 0.8195646703243256, "decode.d2.loss_dice": 1.3371208131313324, "decode.d3.loss_cls": 1.2757834196090698, "decode.d3.loss_mask": 0.8131953120231629, "decode.d3.loss_dice": 1.3105794370174408, "decode.d4.loss_cls": 1.2548079699277879, "decode.d4.loss_mask": 0.8125670433044434, "decode.d4.loss_dice": 1.3208639681339265, "decode.d5.loss_cls": 1.2190580070018768, "decode.d5.loss_mask": 0.8270120024681091, "decode.d5.loss_dice": 1.3171451687812805, "decode.d6.loss_cls": 1.19329691529274, "decode.d6.loss_mask": 0.8124224126338959, "decode.d6.loss_dice": 1.3170043885707856, "decode.d7.loss_cls": 1.1774988561868667, "decode.d7.loss_mask": 0.8126400232315063, "decode.d7.loss_dice": 1.3160350441932678, "decode.d8.loss_cls": 1.2130673408508301, "decode.d8.loss_mask": 0.8164725065231323, "decode.d8.loss_dice": 1.311557787656784, "time": 0.5291319370269776, "memory": 7230, "step": 43950}
{"lr": 7.48697958334103e-06, "data_time": 0.009079933166503906, "grad_norm": 87.4299415588379, "loss": 26.342292690277098, "decode.loss_cls": 0.9561749368906021, "decode.loss_mask": 0.5831776104867459, "decode.loss_dice": 0.8831870667636395, "decode.d0.loss_cls": 2.4924495577812196, "decode.d0.loss_mask": 0.6581094786524773, "decode.d0.loss_dice": 1.0454876273870468, "decode.d1.loss_cls": 1.1608981519937516, "decode.d1.loss_mask": 0.6137780681252479, "decode.d1.loss_dice": 0.9174857266247273, "decode.d2.loss_cls": 1.0675457864999771, "decode.d2.loss_mask": 0.5765974976122379, "decode.d2.loss_dice": 0.8745252959430218, "decode.d3.loss_cls": 0.9949400439858437, "decode.d3.loss_mask": 0.5848747067153454, "decode.d3.loss_dice": 0.8387258313596249, "decode.d4.loss_cls": 0.9680814653635025, "decode.d4.loss_mask": 0.5964437820017338, "decode.d4.loss_dice": 0.8678966112434864, "decode.d5.loss_cls": 1.0452353298664092, "decode.d5.loss_mask": 0.5805006790906191, "decode.d5.loss_dice": 0.8374609813094139, "decode.d6.loss_cls": 0.9482261180877686, "decode.d6.loss_mask": 0.5766453921794892, "decode.d6.loss_dice": 0.8650491088628769, "decode.d7.loss_cls": 0.9664274394512177, "decode.d7.loss_mask": 0.567751283198595, "decode.d7.loss_dice": 0.8596673153340817, "decode.d8.loss_cls": 0.958290183544159, "decode.d8.loss_mask": 0.5787702977657319, "decode.d8.loss_dice": 0.8778892762959003, "time": 0.5314681768417359, "memory": 7216, "step": 44000}
{"lr": 7.4840750890007105e-06, "data_time": 0.009296393394470215, "grad_norm": 75.1332618713379, "loss": 23.579927825927733, "decode.loss_cls": 0.6187431335449218, "decode.loss_mask": 0.5960821732878685, "decode.loss_dice": 0.8936203598976136, "decode.d0.loss_cls": 2.2020296812057496, "decode.d0.loss_mask": 0.635035264492035, "decode.d0.loss_dice": 1.075863766670227, "decode.d1.loss_cls": 0.8107638552784919, "decode.d1.loss_mask": 0.6312985718250275, "decode.d1.loss_dice": 0.9788369178771973, "decode.d2.loss_cls": 0.7777157872915268, "decode.d2.loss_mask": 0.6008432596921921, "decode.d2.loss_dice": 0.9073083817958831, "decode.d3.loss_cls": 0.7012706488370896, "decode.d3.loss_mask": 0.6183427289128304, "decode.d3.loss_dice": 0.9060844779014587, "decode.d4.loss_cls": 0.6493794947862626, "decode.d4.loss_mask": 0.608069121837616, "decode.d4.loss_dice": 0.9076164484024047, "decode.d5.loss_cls": 0.6560266733169555, "decode.d5.loss_mask": 0.5979308724403382, "decode.d5.loss_dice": 0.8733779549598694, "decode.d6.loss_cls": 0.6188048005104065, "decode.d6.loss_mask": 0.5908100664615631, "decode.d6.loss_dice": 0.8870343029499054, "decode.d7.loss_cls": 0.6257809266448021, "decode.d7.loss_mask": 0.591757383942604, "decode.d7.loss_dice": 0.8982721865177155, "decode.d8.loss_cls": 0.6470281481742859, "decode.d8.loss_mask": 0.5871577262878418, "decode.d8.loss_dice": 0.8870427429676055, "time": 0.5320610761642456, "memory": 7168, "step": 44050}
{"lr": 7.481170469409976e-06, "data_time": 0.009179329872131348, "grad_norm": 85.14992790222168, "loss": 24.78279685974121, "decode.loss_cls": 0.6646973207592964, "decode.loss_mask": 0.6130705505609513, "decode.loss_dice": 0.9363442927598953, "decode.d0.loss_cls": 2.357601535320282, "decode.d0.loss_mask": 0.7441007405519485, "decode.d0.loss_dice": 1.1650132894515992, "decode.d1.loss_cls": 0.9284812718629837, "decode.d1.loss_mask": 0.6519509673118591, "decode.d1.loss_dice": 1.0261736869812013, "decode.d2.loss_cls": 0.7351655095815659, "decode.d2.loss_mask": 0.6397157818078995, "decode.d2.loss_dice": 0.9958958566188812, "decode.d3.loss_cls": 0.6569872930645942, "decode.d3.loss_mask": 0.6445050984621048, "decode.d3.loss_dice": 0.9522853374481202, "decode.d4.loss_cls": 0.6472484320402145, "decode.d4.loss_mask": 0.6154189765453338, "decode.d4.loss_dice": 0.9549135446548462, "decode.d5.loss_cls": 0.6286404341459274, "decode.d5.loss_mask": 0.6061980158090592, "decode.d5.loss_dice": 0.995506078004837, "decode.d6.loss_cls": 0.6372326880693435, "decode.d6.loss_mask": 0.627419376373291, "decode.d6.loss_dice": 0.9185793995857239, "decode.d7.loss_cls": 0.6849668711423874, "decode.d7.loss_mask": 0.6040358901023865, "decode.d7.loss_dice": 0.9329065650701522, "decode.d8.loss_cls": 0.6697310656309128, "decode.d8.loss_mask": 0.6126417577266693, "decode.d8.loss_dice": 0.9353690624237061, "time": 0.5270023822784424, "memory": 7195, "step": 44100}
{"lr": 7.478265724509389e-06, "data_time": 0.00910952091217041, "grad_norm": 91.76986122131348, "loss": 25.492854595184326, "decode.loss_cls": 0.7338542461395263, "decode.loss_mask": 0.5969793915748596, "decode.loss_dice": 0.9670445047318935, "decode.d0.loss_cls": 2.1091792345047, "decode.d0.loss_mask": 0.6733788132667542, "decode.d0.loss_dice": 1.0411003857851029, "decode.d1.loss_cls": 0.8789845287799836, "decode.d1.loss_mask": 0.6862124383449555, "decode.d1.loss_dice": 1.0286498829722404, "decode.d2.loss_cls": 0.7585887461900711, "decode.d2.loss_mask": 0.6718711033463478, "decode.d2.loss_dice": 1.0012159496545792, "decode.d3.loss_cls": 0.8132799208164215, "decode.d3.loss_mask": 0.6275194928050041, "decode.d3.loss_dice": 0.9581972867250442, "decode.d4.loss_cls": 0.8542392909526825, "decode.d4.loss_mask": 0.5909656643867492, "decode.d4.loss_dice": 0.9447534903883934, "decode.d5.loss_cls": 0.8585713118314743, "decode.d5.loss_mask": 0.6095385283231736, "decode.d5.loss_dice": 0.9653044328093529, "decode.d6.loss_cls": 0.7961184680461884, "decode.d6.loss_mask": 0.6091702669858933, "decode.d6.loss_dice": 0.9701696068048478, "decode.d7.loss_cls": 0.7825124323368072, "decode.d7.loss_mask": 0.606230117380619, "decode.d7.loss_dice": 0.9798196822404861, "decode.d8.loss_cls": 0.7777185380458832, "decode.d8.loss_mask": 0.6164786472916604, "decode.d8.loss_dice": 0.9852079421281814, "time": 0.5303160190582276, "memory": 7200, "step": 44150}
{"lr": 7.4753608542394606e-06, "data_time": 0.009166526794433593, "grad_norm": 93.03034286499023, "loss": 27.137154006958006, "decode.loss_cls": 0.7730689465999603, "decode.loss_mask": 0.5965322136878968, "decode.loss_dice": 1.116063529253006, "decode.d0.loss_cls": 2.383178913593292, "decode.d0.loss_mask": 0.6393532484769822, "decode.d0.loss_dice": 1.3121800243854522, "decode.d1.loss_cls": 0.8404675245285034, "decode.d1.loss_mask": 0.6742588579654694, "decode.d1.loss_dice": 1.2738892555236816, "decode.d2.loss_cls": 0.9081101447343827, "decode.d2.loss_mask": 0.5909958422183991, "decode.d2.loss_dice": 1.1508809328079224, "decode.d3.loss_cls": 0.7502140909433365, "decode.d3.loss_mask": 0.5838710069656372, "decode.d3.loss_dice": 1.1313685476779938, "decode.d4.loss_cls": 0.7987260431051254, "decode.d4.loss_mask": 0.5434122622013092, "decode.d4.loss_dice": 1.144276237487793, "decode.d5.loss_cls": 0.8363617032766342, "decode.d5.loss_mask": 0.551927050948143, "decode.d5.loss_dice": 1.0775150775909423, "decode.d6.loss_cls": 0.8010713875293731, "decode.d6.loss_mask": 0.5604837089776993, "decode.d6.loss_dice": 1.0945656836032867, "decode.d7.loss_cls": 0.8623806297779083, "decode.d7.loss_mask": 0.5488369852304459, "decode.d7.loss_dice": 1.087932938337326, "decode.d8.loss_cls": 0.8192366689443589, "decode.d8.loss_mask": 0.577257975935936, "decode.d8.loss_dice": 1.1087363183498382, "time": 0.5553650856018066, "memory": 7244, "step": 44200}
{"lr": 7.472455858540645e-06, "data_time": 0.008963489532470703, "grad_norm": 101.79485092163085, "loss": 28.088641738891603, "decode.loss_cls": 0.7973872214555741, "decode.loss_mask": 0.7810757741332054, "decode.loss_dice": 0.999564853310585, "decode.d0.loss_cls": 2.215925765037537, "decode.d0.loss_mask": 0.8464973926544189, "decode.d0.loss_dice": 1.1441982060670852, "decode.d1.loss_cls": 0.9836974322795868, "decode.d1.loss_mask": 0.8353019207715988, "decode.d1.loss_dice": 1.1012288153171539, "decode.d2.loss_cls": 0.8325552850961685, "decode.d2.loss_mask": 0.802825890481472, "decode.d2.loss_dice": 1.0349493056535721, "decode.d3.loss_cls": 0.8094409763813019, "decode.d3.loss_mask": 0.8153155148029327, "decode.d3.loss_dice": 1.0286862343549728, "decode.d4.loss_cls": 0.8210543006658554, "decode.d4.loss_mask": 0.8043092295527459, "decode.d4.loss_dice": 0.9979493141174316, "decode.d5.loss_cls": 0.8099127739667893, "decode.d5.loss_mask": 0.782961055636406, "decode.d5.loss_dice": 0.9796418577432633, "decode.d6.loss_cls": 0.8379732370376587, "decode.d6.loss_mask": 0.7843371868133545, "decode.d6.loss_dice": 1.0145092934370041, "decode.d7.loss_cls": 0.8228019297122955, "decode.d7.loss_mask": 0.7793503999710083, "decode.d7.loss_dice": 1.0072017639875412, "decode.d8.loss_cls": 0.8223620474338531, "decode.d8.loss_mask": 0.7915076181292534, "decode.d8.loss_dice": 1.0041183233261108, "time": 0.527193832397461, "memory": 7216, "step": 44250}
{"lr": 7.469550737353331e-06, "data_time": 0.009028053283691407, "grad_norm": 83.46981620788574, "loss": 22.780908012390135, "decode.loss_cls": 0.6785673767328262, "decode.loss_mask": 0.5347455769777298, "decode.loss_dice": 0.8039458096027374, "decode.d0.loss_cls": 2.0571078419685365, "decode.d0.loss_mask": 0.581526467204094, "decode.d0.loss_dice": 0.9979685246944427, "decode.d1.loss_cls": 0.8711545139551162, "decode.d1.loss_mask": 0.5715924233198166, "decode.d1.loss_dice": 0.921491265296936, "decode.d2.loss_cls": 0.7376506984233856, "decode.d2.loss_mask": 0.5721018224954605, "decode.d2.loss_dice": 0.8834698677062989, "decode.d3.loss_cls": 0.7149249970912933, "decode.d3.loss_mask": 0.5787281811237335, "decode.d3.loss_dice": 0.8508478224277496, "decode.d4.loss_cls": 0.6740365505218506, "decode.d4.loss_mask": 0.5496223330497741, "decode.d4.loss_dice": 0.8409172296524048, "decode.d5.loss_cls": 0.6666320860385895, "decode.d5.loss_mask": 0.5581962138414382, "decode.d5.loss_dice": 0.8599250853061676, "decode.d6.loss_cls": 0.690149548649788, "decode.d6.loss_mask": 0.5784541755914688, "decode.d6.loss_dice": 0.8512304782867431, "decode.d7.loss_cls": 0.6625630408525467, "decode.d7.loss_mask": 0.5687626630067826, "decode.d7.loss_dice": 0.8471578538417817, "decode.d8.loss_cls": 0.7293004959821701, "decode.d8.loss_mask": 0.5270544588565826, "decode.d8.loss_dice": 0.8210820853710175, "time": 0.5303298473358155, "memory": 7223, "step": 44300}
{"lr": 7.466645490617879e-06, "data_time": 0.009178519248962402, "grad_norm": 80.60332641601562, "loss": 27.19333200454712, "decode.loss_cls": 0.7071049630641937, "decode.loss_mask": 0.8065035313367843, "decode.loss_dice": 1.045403039455414, "decode.d0.loss_cls": 1.9625067591667176, "decode.d0.loss_mask": 0.8513425439596176, "decode.d0.loss_dice": 1.175413680076599, "decode.d1.loss_cls": 0.8201495081186294, "decode.d1.loss_mask": 0.8453962802886963, "decode.d1.loss_dice": 1.104695874452591, "decode.d2.loss_cls": 0.6608925998210907, "decode.d2.loss_mask": 0.8313781321048737, "decode.d2.loss_dice": 1.0903544187545777, "decode.d3.loss_cls": 0.6773868948221207, "decode.d3.loss_mask": 0.8080869615077972, "decode.d3.loss_dice": 1.0491282880306243, "decode.d4.loss_cls": 0.661255432665348, "decode.d4.loss_mask": 0.8116518765687942, "decode.d4.loss_dice": 1.0620611965656281, "decode.d5.loss_cls": 0.7045783653855324, "decode.d5.loss_mask": 0.809683981537819, "decode.d5.loss_dice": 1.0406716823577882, "decode.d6.loss_cls": 0.7047098651528358, "decode.d6.loss_mask": 0.808375546336174, "decode.d6.loss_dice": 1.033966103196144, "decode.d7.loss_cls": 0.6503840193152428, "decode.d7.loss_mask": 0.8214330673217773, "decode.d7.loss_dice": 1.0509080708026886, "decode.d8.loss_cls": 0.75306666046381, "decode.d8.loss_mask": 0.8064967215061187, "decode.d8.loss_dice": 1.0383463382720948, "time": 0.5281480312347412, "memory": 7205, "step": 44350}
{"lr": 7.463740118274575e-06, "data_time": 0.009142041206359863, "grad_norm": 76.3130500793457, "loss": 22.986072254180907, "decode.loss_cls": 0.6600027903914452, "decode.loss_mask": 0.5308472067117691, "decode.loss_dice": 0.8680350467562675, "decode.d0.loss_cls": 2.2053131341934202, "decode.d0.loss_mask": 0.5985645279288292, "decode.d0.loss_dice": 0.9800111636519432, "decode.d1.loss_cls": 0.8563793510198593, "decode.d1.loss_mask": 0.5808607339859009, "decode.d1.loss_dice": 0.9558691546320915, "decode.d2.loss_cls": 0.7360137537121773, "decode.d2.loss_mask": 0.5456048369407653, "decode.d2.loss_dice": 0.911233189702034, "decode.d3.loss_cls": 0.6852812945842743, "decode.d3.loss_mask": 0.5407198011875153, "decode.d3.loss_dice": 0.8977579399943352, "decode.d4.loss_cls": 0.6835640445351601, "decode.d4.loss_mask": 0.5329784855246544, "decode.d4.loss_dice": 0.880645477771759, "decode.d5.loss_cls": 0.6502990648150444, "decode.d5.loss_mask": 0.5495879843831062, "decode.d5.loss_dice": 0.8959769070148468, "decode.d6.loss_cls": 0.6989356108009815, "decode.d6.loss_mask": 0.5290718004107475, "decode.d6.loss_dice": 0.8537281572818756, "decode.d7.loss_cls": 0.6685036472976208, "decode.d7.loss_mask": 0.5315407365560532, "decode.d7.loss_dice": 0.873819051682949, "decode.d8.loss_cls": 0.6664709925651551, "decode.d8.loss_mask": 0.5341975137591362, "decode.d8.loss_dice": 0.8842599570751191, "time": 0.5272720098495484, "memory": 7295, "step": 44400}
{"lr": 7.4608346202636504e-06, "data_time": 0.009226799011230469, "grad_norm": 88.69159240722657, "loss": 20.643348121643065, "decode.loss_cls": 0.510865443944931, "decode.loss_mask": 0.5591288924217224, "decode.loss_dice": 0.7587090760469437, "decode.d0.loss_cls": 2.1779674649238587, "decode.d0.loss_mask": 0.6698013335466385, "decode.d0.loss_dice": 0.906852987408638, "decode.d1.loss_cls": 0.615316741168499, "decode.d1.loss_mask": 0.6454908609390259, "decode.d1.loss_dice": 0.8596358180046082, "decode.d2.loss_cls": 0.5544043809175492, "decode.d2.loss_mask": 0.5850880205631256, "decode.d2.loss_dice": 0.8146163612604141, "decode.d3.loss_cls": 0.5179197937250137, "decode.d3.loss_mask": 0.5720643520355224, "decode.d3.loss_dice": 0.7732942909002304, "decode.d4.loss_cls": 0.5459604382514953, "decode.d4.loss_mask": 0.5690811187028885, "decode.d4.loss_dice": 0.7711717367172242, "decode.d5.loss_cls": 0.5078424513339996, "decode.d5.loss_mask": 0.5747442245483398, "decode.d5.loss_dice": 0.7594620972871781, "decode.d6.loss_cls": 0.4874743491411209, "decode.d6.loss_mask": 0.5764852911233902, "decode.d6.loss_dice": 0.7465439766645432, "decode.d7.loss_cls": 0.46613442823290824, "decode.d7.loss_mask": 0.5718317747116088, "decode.d7.loss_dice": 0.749296885728836, "decode.d8.loss_cls": 0.47888474091887473, "decode.d8.loss_mask": 0.566046980023384, "decode.d8.loss_dice": 0.7512319445610046, "time": 0.5531533241271973, "memory": 7253, "step": 44450}
{"lr": 7.457928996525296e-06, "data_time": 0.009077715873718261, "grad_norm": 78.91133575439453, "loss": 29.440518856048584, "decode.loss_cls": 0.7694215342402458, "decode.loss_mask": 0.5915873423218727, "decode.loss_dice": 1.348615974187851, "decode.d0.loss_cls": 2.369977796077728, "decode.d0.loss_mask": 0.6309714630246163, "decode.d0.loss_dice": 1.4686527669429779, "decode.d1.loss_cls": 1.007714106142521, "decode.d1.loss_mask": 0.6134089469909668, "decode.d1.loss_dice": 1.4107425212860107, "decode.d2.loss_cls": 0.9005728155374527, "decode.d2.loss_mask": 0.6016221895813942, "decode.d2.loss_dice": 1.3545994088053703, "decode.d3.loss_cls": 0.7863667972385884, "decode.d3.loss_mask": 0.5890411823987961, "decode.d3.loss_dice": 1.3636608392000198, "decode.d4.loss_cls": 0.8444022335112095, "decode.d4.loss_mask": 0.5817846551537513, "decode.d4.loss_dice": 1.3603561520576477, "decode.d5.loss_cls": 0.8288439147174358, "decode.d5.loss_mask": 0.5812939733266831, "decode.d5.loss_dice": 1.340680679678917, "decode.d6.loss_cls": 0.7708050049841404, "decode.d6.loss_mask": 0.57364881336689, "decode.d6.loss_dice": 1.3414854288101197, "decode.d7.loss_cls": 0.7781744748353958, "decode.d7.loss_mask": 0.5614475056529045, "decode.d7.loss_dice": 1.3471615955233573, "decode.d8.loss_cls": 0.7766144052147865, "decode.d8.loss_mask": 0.5821299582719803, "decode.d8.loss_dice": 1.3647342845797539, "time": 0.5407868385314941, "memory": 7248, "step": 44500}
{"lr": 7.4550232469996366e-06, "data_time": 0.009208273887634278, "grad_norm": 80.57487716674805, "loss": 21.745573616027833, "decode.loss_cls": 0.5859486058354377, "decode.loss_mask": 0.5891020447015762, "decode.loss_dice": 0.7945028901100158, "decode.d0.loss_cls": 2.1827226161956785, "decode.d0.loss_mask": 0.6286365360021591, "decode.d0.loss_dice": 0.9266630500555039, "decode.d1.loss_cls": 0.6689654052257538, "decode.d1.loss_mask": 0.6208750218153, "decode.d1.loss_dice": 0.8338329344987869, "decode.d2.loss_cls": 0.6354752898216247, "decode.d2.loss_mask": 0.6043321073055268, "decode.d2.loss_dice": 0.8077425479888916, "decode.d3.loss_cls": 0.6414132326841354, "decode.d3.loss_mask": 0.5920558899641037, "decode.d3.loss_dice": 0.7722930878400802, "decode.d4.loss_cls": 0.5908639520406723, "decode.d4.loss_mask": 0.5864814192056655, "decode.d4.loss_dice": 0.7958685994148255, "decode.d5.loss_cls": 0.591815173625946, "decode.d5.loss_mask": 0.5891434341669083, "decode.d5.loss_dice": 0.7976427376270294, "decode.d6.loss_cls": 0.623704993724823, "decode.d6.loss_mask": 0.5901860743761063, "decode.d6.loss_dice": 0.7872207939624787, "decode.d7.loss_cls": 0.5918482467532158, "decode.d7.loss_mask": 0.6012039989233017, "decode.d7.loss_dice": 0.7717340141534805, "decode.d8.loss_cls": 0.6120210379362107, "decode.d8.loss_mask": 0.5679803907871246, "decode.d8.loss_dice": 0.7632982105016708, "time": 0.5373347997665405, "memory": 7276, "step": 44550}
{"lr": 7.452117371626749e-06, "data_time": 0.009164047241210938, "grad_norm": 80.51611366271973, "loss": 27.127396392822266, "decode.loss_cls": 0.5593062773346901, "decode.loss_mask": 0.7165190935134887, "decode.loss_dice": 1.1571269989013673, "decode.d0.loss_cls": 2.2797759056091307, "decode.d0.loss_mask": 0.8076317638158799, "decode.d0.loss_dice": 1.406862235069275, "decode.d1.loss_cls": 0.7635472446680069, "decode.d1.loss_mask": 0.7619544476270675, "decode.d1.loss_dice": 1.26827811896801, "decode.d2.loss_cls": 0.6675297185778618, "decode.d2.loss_mask": 0.7370784699916839, "decode.d2.loss_dice": 1.2272246330976486, "decode.d3.loss_cls": 0.5967591047286988, "decode.d3.loss_mask": 0.7248613238334656, "decode.d3.loss_dice": 1.1737203419208526, "decode.d4.loss_cls": 0.5721417844295502, "decode.d4.loss_mask": 0.7208962738513947, "decode.d4.loss_dice": 1.1708516955375672, "decode.d5.loss_cls": 0.5783182844519615, "decode.d5.loss_mask": 0.712499013543129, "decode.d5.loss_dice": 1.1750015437602996, "decode.d6.loss_cls": 0.5541146576404572, "decode.d6.loss_mask": 0.7079162567853927, "decode.d6.loss_dice": 1.1550961405038833, "decode.d7.loss_cls": 0.5416606083512306, "decode.d7.loss_mask": 0.730310571193695, "decode.d7.loss_dice": 1.194306629896164, "decode.d8.loss_cls": 0.5611017942428589, "decode.d8.loss_mask": 0.7343164592981338, "decode.d8.loss_dice": 1.1706888198852539, "time": 0.5356764554977417, "memory": 7325, "step": 44600}
{"lr": 7.44921137034665e-06, "data_time": 0.009212589263916016, "grad_norm": 88.6355369567871, "loss": 27.41244125366211, "decode.loss_cls": 0.7644443660974503, "decode.loss_mask": 0.6649956822395324, "decode.loss_dice": 1.0707282662391662, "decode.d0.loss_cls": 2.585402584075928, "decode.d0.loss_mask": 0.758253538608551, "decode.d0.loss_dice": 1.3606386959552765, "decode.d1.loss_cls": 0.8138544917106628, "decode.d1.loss_mask": 0.7421172544360161, "decode.d1.loss_dice": 1.1960937827825546, "decode.d2.loss_cls": 0.8056004077196122, "decode.d2.loss_mask": 0.6863628312945366, "decode.d2.loss_dice": 1.1026479452848434, "decode.d3.loss_cls": 0.7869854539632797, "decode.d3.loss_mask": 0.6575497671961784, "decode.d3.loss_dice": 1.0465797662734986, "decode.d4.loss_cls": 0.7885689437389374, "decode.d4.loss_mask": 0.6458602905273437, "decode.d4.loss_dice": 1.062315645813942, "decode.d5.loss_cls": 0.7735956937074662, "decode.d5.loss_mask": 0.6241839483380318, "decode.d5.loss_dice": 1.0523452758789062, "decode.d6.loss_cls": 0.8008778840303421, "decode.d6.loss_mask": 0.6271115943789483, "decode.d6.loss_dice": 1.0473629057407379, "decode.d7.loss_cls": 0.7683277189731598, "decode.d7.loss_mask": 0.6574718669056893, "decode.d7.loss_dice": 1.068669068813324, "decode.d8.loss_cls": 0.744650587439537, "decode.d8.loss_mask": 0.6538867592811585, "decode.d8.loss_dice": 1.054959550499916, "time": 0.5370953798294067, "memory": 7274, "step": 44650}
{"lr": 7.4463052430993034e-06, "data_time": 0.009265279769897461, "grad_norm": 91.9380889892578, "loss": 28.606023120880128, "decode.loss_cls": 0.8016211688518524, "decode.loss_mask": 0.6822055280208588, "decode.loss_dice": 1.1342899978160859, "decode.d0.loss_cls": 2.3611610531806946, "decode.d0.loss_mask": 0.7346623063087463, "decode.d0.loss_dice": 1.2980151921510696, "decode.d1.loss_cls": 0.8441791355609893, "decode.d1.loss_mask": 0.7260189890861511, "decode.d1.loss_dice": 1.2389135241508484, "decode.d2.loss_cls": 0.8819506287574768, "decode.d2.loss_mask": 0.6908203274011612, "decode.d2.loss_dice": 1.1937313050031662, "decode.d3.loss_cls": 0.8905488789081574, "decode.d3.loss_mask": 0.6705020934343338, "decode.d3.loss_dice": 1.1304066061973572, "decode.d4.loss_cls": 0.8939403533935547, "decode.d4.loss_mask": 0.6697041779756546, "decode.d4.loss_dice": 1.155903521180153, "decode.d5.loss_cls": 0.8443827331066132, "decode.d5.loss_mask": 0.69488245844841, "decode.d5.loss_dice": 1.1366831541061402, "decode.d6.loss_cls": 0.8747668236494064, "decode.d6.loss_mask": 0.668061476945877, "decode.d6.loss_dice": 1.112169623374939, "decode.d7.loss_cls": 0.7901248425245285, "decode.d7.loss_mask": 0.6733815491199493, "decode.d7.loss_dice": 1.1317994982004165, "decode.d8.loss_cls": 0.8667827755212784, "decode.d8.loss_mask": 0.6639499366283417, "decode.d8.loss_dice": 1.1504637718200683, "time": 0.5350100755691528, "memory": 7225, "step": 44700}
{"lr": 7.443398989824623e-06, "data_time": 0.009372186660766602, "grad_norm": 88.42511825561523, "loss": 34.16496276855469, "decode.loss_cls": 0.8764070451259613, "decode.loss_mask": 0.8191565424203873, "decode.loss_dice": 1.3917208552360534, "decode.d0.loss_cls": 2.7535499334335327, "decode.d0.loss_mask": 0.9049695491790771, "decode.d0.loss_dice": 1.5923867881298066, "decode.d1.loss_cls": 1.2454277515411376, "decode.d1.loss_mask": 0.8667602837085724, "decode.d1.loss_dice": 1.4876752197742462, "decode.d2.loss_cls": 1.1021213978528976, "decode.d2.loss_mask": 0.8387720584869385, "decode.d2.loss_dice": 1.386647528409958, "decode.d3.loss_cls": 0.9864359363913536, "decode.d3.loss_mask": 0.8648596048355103, "decode.d3.loss_dice": 1.4001595437526704, "decode.d4.loss_cls": 1.0043015852570534, "decode.d4.loss_mask": 0.8387034803628921, "decode.d4.loss_dice": 1.400072741508484, "decode.d5.loss_cls": 0.9446685612201691, "decode.d5.loss_mask": 0.8364178776741028, "decode.d5.loss_dice": 1.385427436232567, "decode.d6.loss_cls": 0.8534811586141586, "decode.d6.loss_mask": 0.8181998491287231, "decode.d6.loss_dice": 1.383586397767067, "decode.d7.loss_cls": 0.8733106330037117, "decode.d7.loss_mask": 0.8157706767320633, "decode.d7.loss_dice": 1.3817055583000184, "decode.d8.loss_cls": 0.9334601774811745, "decode.d8.loss_mask": 0.8057265609502793, "decode.d8.loss_dice": 1.3730808049440384, "time": 0.5592461347579956, "memory": 7212, "step": 44750}
{"lr": 7.440492610462463e-06, "data_time": 0.00927128791809082, "grad_norm": 84.08507232666015, "loss": 28.82169246673584, "decode.loss_cls": 0.8594765394926072, "decode.loss_mask": 0.6316548407077789, "decode.loss_dice": 1.1908751308918, "decode.d0.loss_cls": 2.4964245676994326, "decode.d0.loss_mask": 0.674745163321495, "decode.d0.loss_dice": 1.351879173517227, "decode.d1.loss_cls": 0.9649909436702728, "decode.d1.loss_mask": 0.6502767503261566, "decode.d1.loss_dice": 1.2518832385540009, "decode.d2.loss_cls": 0.9764362275600433, "decode.d2.loss_mask": 0.618658646941185, "decode.d2.loss_dice": 1.2262128472328186, "decode.d3.loss_cls": 0.795358894765377, "decode.d3.loss_mask": 0.6257587105035782, "decode.d3.loss_dice": 1.2016399055719376, "decode.d4.loss_cls": 0.8412264585494995, "decode.d4.loss_mask": 0.6214852422475815, "decode.d4.loss_dice": 1.1748451590538025, "decode.d5.loss_cls": 0.8281631842255592, "decode.d5.loss_mask": 0.6282084852457046, "decode.d5.loss_dice": 1.1999309927225112, "decode.d6.loss_cls": 0.8426079720258712, "decode.d6.loss_mask": 0.627063974738121, "decode.d6.loss_dice": 1.185551691055298, "decode.d7.loss_cls": 0.84406176507473, "decode.d7.loss_mask": 0.6233919799327851, "decode.d7.loss_dice": 1.1891720175743103, "decode.d8.loss_cls": 0.8777743011713028, "decode.d8.loss_mask": 0.6309439212083816, "decode.d8.loss_dice": 1.1909932076931, "time": 0.5328037977218628, "memory": 7195, "step": 44800}
{"lr": 7.437586104952628e-06, "data_time": 0.00930166244506836, "grad_norm": 81.1332618713379, "loss": 27.393329238891603, "decode.loss_cls": 0.7363142132759094, "decode.loss_mask": 0.6249808877706527, "decode.loss_dice": 1.1463405966758728, "decode.d0.loss_cls": 2.2726210236549376, "decode.d0.loss_mask": 0.6746241211891174, "decode.d0.loss_dice": 1.333015465736389, "decode.d1.loss_cls": 1.0280344575643539, "decode.d1.loss_mask": 0.6793394565582276, "decode.d1.loss_dice": 1.229921954870224, "decode.d2.loss_cls": 0.8189837366342545, "decode.d2.loss_mask": 0.6266354501247406, "decode.d2.loss_dice": 1.159808748960495, "decode.d3.loss_cls": 0.8113033920526505, "decode.d3.loss_mask": 0.6299049764871597, "decode.d3.loss_dice": 1.1427841126918792, "decode.d4.loss_cls": 0.8177814692258835, "decode.d4.loss_mask": 0.6274432003498077, "decode.d4.loss_dice": 1.127460241317749, "decode.d5.loss_cls": 0.7237956196069717, "decode.d5.loss_mask": 0.6024940550327301, "decode.d5.loss_dice": 1.1444240987300873, "decode.d6.loss_cls": 0.7308148324489594, "decode.d6.loss_mask": 0.6107525706291199, "decode.d6.loss_dice": 1.1445097088813783, "decode.d7.loss_cls": 0.7243384450674057, "decode.d7.loss_mask": 0.6080949127674102, "decode.d7.loss_dice": 1.1181836426258087, "decode.d8.loss_cls": 0.7091361314058304, "decode.d8.loss_mask": 0.6432010680437088, "decode.d8.loss_dice": 1.1462870717048645, "time": 0.5290292024612426, "memory": 7243, "step": 44850}
{"lr": 7.434679473234854e-06, "data_time": 0.009455084800720215, "grad_norm": 89.41440849304199, "loss": 20.202447605133056, "decode.loss_cls": 0.5364601664245129, "decode.loss_mask": 0.5305034041404724, "decode.loss_dice": 0.74512699842453, "decode.d0.loss_cls": 1.8829691052436828, "decode.d0.loss_mask": 0.5990728631615638, "decode.d0.loss_dice": 0.884936946630478, "decode.d1.loss_cls": 0.6835912153124809, "decode.d1.loss_mask": 0.5688552126288414, "decode.d1.loss_dice": 0.8104361176490784, "decode.d2.loss_cls": 0.6162708714604378, "decode.d2.loss_mask": 0.5492038130760193, "decode.d2.loss_dice": 0.7748283356428146, "decode.d3.loss_cls": 0.5588570363819599, "decode.d3.loss_mask": 0.531800165772438, "decode.d3.loss_dice": 0.7649604648351669, "decode.d4.loss_cls": 0.5321798987686635, "decode.d4.loss_mask": 0.5444405645132064, "decode.d4.loss_dice": 0.7717277467250824, "decode.d5.loss_cls": 0.5139336913824082, "decode.d5.loss_mask": 0.5324966967105865, "decode.d5.loss_dice": 0.7680324673652649, "decode.d6.loss_cls": 0.5300499550998211, "decode.d6.loss_mask": 0.5333446621894836, "decode.d6.loss_dice": 0.7584608227014542, "decode.d7.loss_cls": 0.5222806997597218, "decode.d7.loss_mask": 0.5370610386133194, "decode.d7.loss_dice": 0.7787577658891678, "decode.d8.loss_cls": 0.5440372653305531, "decode.d8.loss_mask": 0.532700902223587, "decode.d8.loss_dice": 0.7650702446699142, "time": 0.5345319509506226, "memory": 7203, "step": 44900}
{"lr": 7.431772715248838e-06, "data_time": 0.009499621391296387, "grad_norm": 96.15116577148437, "loss": 28.980212593078612, "decode.loss_cls": 0.6916441708803177, "decode.loss_mask": 0.7631448686122895, "decode.loss_dice": 1.2021008133888245, "decode.d0.loss_cls": 2.1086114406585694, "decode.d0.loss_mask": 0.8597781449556351, "decode.d0.loss_dice": 1.3412406206130982, "decode.d1.loss_cls": 0.8159062266349792, "decode.d1.loss_mask": 0.8123680979013443, "decode.d1.loss_dice": 1.2984225809574128, "decode.d2.loss_cls": 0.7646716088056564, "decode.d2.loss_mask": 0.8032818973064423, "decode.d2.loss_dice": 1.252016657590866, "decode.d3.loss_cls": 0.7839698940515518, "decode.d3.loss_mask": 0.7589120239019393, "decode.d3.loss_dice": 1.150546234846115, "decode.d4.loss_cls": 0.7710238993167877, "decode.d4.loss_mask": 0.742732259631157, "decode.d4.loss_dice": 1.1909809112548828, "decode.d5.loss_cls": 0.7505644649267197, "decode.d5.loss_mask": 0.7610107958316803, "decode.d5.loss_dice": 1.1997888565063477, "decode.d6.loss_cls": 0.7701238512992858, "decode.d6.loss_mask": 0.7516833573579789, "decode.d6.loss_dice": 1.1964731812477112, "decode.d7.loss_cls": 0.7437220796942711, "decode.d7.loss_mask": 0.7786595165729523, "decode.d7.loss_dice": 1.213027799129486, "decode.d8.loss_cls": 0.7504808694124222, "decode.d8.loss_mask": 0.7668723583221435, "decode.d8.loss_dice": 1.1864544093608855, "time": 0.5346296310424805, "memory": 7227, "step": 44950}
{"lr": 7.428865830934216e-06, "data_time": 0.009335517883300781, "grad_norm": 99.50791015625, "loss": 26.85654525756836, "decode.loss_cls": 0.7050561726093292, "decode.loss_mask": 0.6889622449874878, "decode.loss_dice": 1.0390764594078064, "decode.d0.loss_cls": 2.124041509628296, "decode.d0.loss_mask": 0.7926999866962433, "decode.d0.loss_dice": 1.2131907224655152, "decode.d1.loss_cls": 0.8885708451271057, "decode.d1.loss_mask": 0.7407492518424987, "decode.d1.loss_dice": 1.1153549194335937, "decode.d2.loss_cls": 0.7111091583967208, "decode.d2.loss_mask": 0.7388606607913971, "decode.d2.loss_dice": 1.1071003317832946, "decode.d3.loss_cls": 0.7133816421031952, "decode.d3.loss_mask": 0.7187321603298187, "decode.d3.loss_dice": 1.0810385286808013, "decode.d4.loss_cls": 0.6835275590419769, "decode.d4.loss_mask": 0.741464552283287, "decode.d4.loss_dice": 1.0776196360588073, "decode.d5.loss_cls": 0.7045669168233871, "decode.d5.loss_mask": 0.7233943074941636, "decode.d5.loss_dice": 1.066665804386139, "decode.d6.loss_cls": 0.6814535990357399, "decode.d6.loss_mask": 0.7308377236127853, "decode.d6.loss_dice": 1.063260555267334, "decode.d7.loss_cls": 0.7241961717605591, "decode.d7.loss_mask": 0.7350185215473175, "decode.d7.loss_dice": 1.07449614405632, "decode.d8.loss_cls": 0.6904104620218277, "decode.d8.loss_mask": 0.7328733742237091, "decode.d8.loss_dice": 1.048835390806198, "time": 0.5579554557800293, "memory": 7214, "step": 45000}
{"aAcc": 83.01, "mIoU": 49.93, "mAcc": 64.23, "data_time": 0.0018746159466139349, "time": 0.18382387617194795, "step": 45000}
{"lr": 7.425958820230569e-06, "data_time": 0.00971999168395996, "grad_norm": 83.74684829711914, "loss": 26.230000495910645, "decode.loss_cls": 0.7678744912147522, "decode.loss_mask": 0.7079516083002091, "decode.loss_dice": 0.907238781452179, "decode.d0.loss_cls": 2.324609434604645, "decode.d0.loss_mask": 0.7127512156963348, "decode.d0.loss_dice": 1.0872324019670487, "decode.d1.loss_cls": 0.9328424572944641, "decode.d1.loss_mask": 0.7167164295911789, "decode.d1.loss_dice": 0.9823084115982056, "decode.d2.loss_cls": 0.8796901106834412, "decode.d2.loss_mask": 0.7084686398506165, "decode.d2.loss_dice": 0.9499342262744903, "decode.d3.loss_cls": 0.8688229158520698, "decode.d3.loss_mask": 0.7014593124389649, "decode.d3.loss_dice": 0.9062452375888824, "decode.d4.loss_cls": 0.8015804812312126, "decode.d4.loss_mask": 0.7070174068212509, "decode.d4.loss_dice": 0.8935985833406448, "decode.d5.loss_cls": 0.8061325207352639, "decode.d5.loss_mask": 0.7092797815799713, "decode.d5.loss_dice": 0.9036414831876755, "decode.d6.loss_cls": 0.8018041238188743, "decode.d6.loss_mask": 0.7019233077764511, "decode.d6.loss_dice": 0.9234268873929977, "decode.d7.loss_cls": 0.7760185316205025, "decode.d7.loss_mask": 0.7007029920816421, "decode.d7.loss_dice": 0.926748052239418, "decode.d8.loss_cls": 0.8030270352959633, "decode.d8.loss_mask": 0.6992126554250717, "decode.d8.loss_dice": 0.9217404007911683, "time": 0.5313017129898071, "memory": 7258, "step": 45050}
{"lr": 7.423051683077418e-06, "data_time": 0.009533214569091796, "grad_norm": 101.08408889770507, "loss": 33.17738285064697, "decode.loss_cls": 0.9226721569895744, "decode.loss_mask": 0.6019077986478806, "decode.loss_dice": 1.494210532307625, "decode.d0.loss_cls": 2.5732022881507874, "decode.d0.loss_mask": 0.6625462114810944, "decode.d0.loss_dice": 1.7472185999155045, "decode.d1.loss_cls": 1.200571957230568, "decode.d1.loss_mask": 0.6282086700201035, "decode.d1.loss_dice": 1.6027065515518188, "decode.d2.loss_cls": 1.019991470873356, "decode.d2.loss_mask": 0.6115909308195114, "decode.d2.loss_dice": 1.5455828249454497, "decode.d3.loss_cls": 1.0064254269003867, "decode.d3.loss_mask": 0.6101001858711242, "decode.d3.loss_dice": 1.516462007164955, "decode.d4.loss_cls": 1.0683924213051796, "decode.d4.loss_mask": 0.6134606540203095, "decode.d4.loss_dice": 1.4999633997678756, "decode.d5.loss_cls": 0.9531284391880035, "decode.d5.loss_mask": 0.616728675365448, "decode.d5.loss_dice": 1.4926246792078017, "decode.d6.loss_cls": 0.949305547773838, "decode.d6.loss_mask": 0.6248997896909714, "decode.d6.loss_dice": 1.5462449967861176, "decode.d7.loss_cls": 1.0108125805854797, "decode.d7.loss_mask": 0.6045795142650604, "decode.d7.loss_dice": 1.4895188868045808, "decode.d8.loss_cls": 0.8539151169359684, "decode.d8.loss_mask": 0.5988491594791412, "decode.d8.loss_dice": 1.5115624129772187, "time": 0.538485074043274, "memory": 7243, "step": 45100}
{"lr": 7.420144419414237e-06, "data_time": 0.009681272506713866, "grad_norm": 87.16318473815917, "loss": 30.61937026977539, "decode.loss_cls": 0.9710238814353943, "decode.loss_mask": 0.6547628551721573, "decode.loss_dice": 1.169460266828537, "decode.d0.loss_cls": 2.5663117289543154, "decode.d0.loss_mask": 0.6925999730825424, "decode.d0.loss_dice": 1.492703092098236, "decode.d1.loss_cls": 1.2414039373397827, "decode.d1.loss_mask": 0.6796486377716064, "decode.d1.loss_dice": 1.299741119146347, "decode.d2.loss_cls": 1.0601430892944337, "decode.d2.loss_mask": 0.6364819556474686, "decode.d2.loss_dice": 1.2189909100532532, "decode.d3.loss_cls": 1.1069700062274932, "decode.d3.loss_mask": 0.6305301725864411, "decode.d3.loss_dice": 1.1863223373889924, "decode.d4.loss_cls": 1.023227035999298, "decode.d4.loss_mask": 0.6315389662981034, "decode.d4.loss_dice": 1.1652900397777557, "decode.d5.loss_cls": 1.0257184982299805, "decode.d5.loss_mask": 0.6315263688564301, "decode.d5.loss_dice": 1.1468038856983185, "decode.d6.loss_cls": 0.9776474505662918, "decode.d6.loss_mask": 0.6588054597377777, "decode.d6.loss_dice": 1.156225073337555, "decode.d7.loss_cls": 1.004023626446724, "decode.d7.loss_mask": 0.6429987490177155, "decode.d7.loss_dice": 1.1582648873329162, "decode.d8.loss_cls": 0.9930399268865585, "decode.d8.loss_mask": 0.644107648730278, "decode.d8.loss_dice": 1.1530585944652558, "time": 0.5357507467269897, "memory": 7236, "step": 45150}
{"lr": 7.417237029180439e-06, "data_time": 0.009706211090087891, "grad_norm": 87.69089813232422, "loss": 27.80297679901123, "decode.loss_cls": 0.8045584052801132, "decode.loss_mask": 0.6544585809111595, "decode.loss_dice": 1.0392111822962762, "decode.d0.loss_cls": 2.250138258934021, "decode.d0.loss_mask": 0.6960158020257949, "decode.d0.loss_dice": 1.2802489817142486, "decode.d1.loss_cls": 1.0324584975838662, "decode.d1.loss_mask": 0.7010902747511863, "decode.d1.loss_dice": 1.2052382990717887, "decode.d2.loss_cls": 0.8739066407084465, "decode.d2.loss_mask": 0.6888905867934227, "decode.d2.loss_dice": 1.1663873031735421, "decode.d3.loss_cls": 0.806848393380642, "decode.d3.loss_mask": 0.6998761713504791, "decode.d3.loss_dice": 1.1024191796779632, "decode.d4.loss_cls": 0.7558792635798455, "decode.d4.loss_mask": 0.6934736564755439, "decode.d4.loss_dice": 1.127787597477436, "decode.d5.loss_cls": 0.8370036125183106, "decode.d5.loss_mask": 0.6686200708150863, "decode.d5.loss_dice": 1.0754008740186691, "decode.d6.loss_cls": 0.7407881289720535, "decode.d6.loss_mask": 0.6734810888767242, "decode.d6.loss_dice": 1.0812529146671295, "decode.d7.loss_cls": 0.8206510901451111, "decode.d7.loss_mask": 0.6683410346508026, "decode.d7.loss_dice": 1.0848365396261215, "decode.d8.loss_cls": 0.7987206593155861, "decode.d8.loss_mask": 0.6674663737416268, "decode.d8.loss_dice": 1.107527919113636, "time": 0.5603991985321045, "memory": 7338, "step": 45200}
{"lr": 7.414329512315384e-06, "data_time": 0.009833312034606934, "grad_norm": 80.14211387634278, "loss": 28.20388059616089, "decode.loss_cls": 0.7616811282932758, "decode.loss_mask": 0.8685389965772629, "decode.loss_dice": 0.9865665793418884, "decode.d0.loss_cls": 2.1262022256851196, "decode.d0.loss_mask": 0.9276646971702576, "decode.d0.loss_dice": 1.1920392036437988, "decode.d1.loss_cls": 0.9267165184020996, "decode.d1.loss_mask": 0.8663750201463699, "decode.d1.loss_dice": 1.047317597270012, "decode.d2.loss_cls": 0.8754644490778446, "decode.d2.loss_mask": 0.8480836421251297, "decode.d2.loss_dice": 1.0210074216127396, "decode.d3.loss_cls": 0.8129880420863629, "decode.d3.loss_mask": 0.8677566856145859, "decode.d3.loss_dice": 1.0113092720508576, "decode.d4.loss_cls": 0.7832818560302257, "decode.d4.loss_mask": 0.8643569856882095, "decode.d4.loss_dice": 1.0009554862976073, "decode.d5.loss_cls": 0.7751294285058975, "decode.d5.loss_mask": 0.8630228340625763, "decode.d5.loss_dice": 0.9929743975400924, "decode.d6.loss_cls": 0.7334728620946407, "decode.d6.loss_mask": 0.8610239177942276, "decode.d6.loss_dice": 0.9876770406961441, "decode.d7.loss_cls": 0.7456602409482003, "decode.d7.loss_mask": 0.8555608883500099, "decode.d7.loss_dice": 0.9727580696344376, "decode.d8.loss_cls": 0.7773228667676448, "decode.d8.loss_mask": 0.8547008395195007, "decode.d8.loss_dice": 0.9962705403566361, "time": 0.5585233211517334, "memory": 7216, "step": 45250}
{"lr": 7.411421868758383e-06, "data_time": 0.009699368476867675, "grad_norm": 89.894047164917, "loss": 16.609010410308837, "decode.loss_cls": 0.5055384442210198, "decode.loss_mask": 0.4269053041934967, "decode.loss_dice": 0.5360438823699951, "decode.d0.loss_cls": 1.7110373318195342, "decode.d0.loss_mask": 0.5229357272386551, "decode.d0.loss_dice": 0.6399769097566604, "decode.d1.loss_cls": 0.6282263420522213, "decode.d1.loss_mask": 0.4646460086107254, "decode.d1.loss_dice": 0.5877316802740097, "decode.d2.loss_cls": 0.5612618684768677, "decode.d2.loss_mask": 0.4341076880693436, "decode.d2.loss_dice": 0.5623841494321823, "decode.d3.loss_cls": 0.5005645528435707, "decode.d3.loss_mask": 0.44135143160820006, "decode.d3.loss_dice": 0.573258775472641, "decode.d4.loss_cls": 0.49538696333765986, "decode.d4.loss_mask": 0.4415273219347, "decode.d4.loss_dice": 0.5547943383455276, "decode.d5.loss_cls": 0.5623658508062362, "decode.d5.loss_mask": 0.44322913587093354, "decode.d5.loss_dice": 0.5569031715393067, "decode.d6.loss_cls": 0.5067728757858276, "decode.d6.loss_mask": 0.4296166330575943, "decode.d6.loss_dice": 0.5448053508996964, "decode.d7.loss_cls": 0.5230913706123829, "decode.d7.loss_mask": 0.4318827986717224, "decode.d7.loss_dice": 0.5491143852472306, "decode.d8.loss_cls": 0.5078597165644169, "decode.d8.loss_mask": 0.4289029687643051, "decode.d8.loss_dice": 0.5367874473333358, "time": 0.5658327341079712, "memory": 7227, "step": 45300}
{"lr": 7.408514098448672e-06, "data_time": 0.009551024436950684, "grad_norm": 88.68860168457032, "loss": 24.713768482208252, "decode.loss_cls": 0.6944529503583908, "decode.loss_mask": 0.5998655498027802, "decode.loss_dice": 0.9919926643371582, "decode.d0.loss_cls": 1.9367269635200501, "decode.d0.loss_mask": 0.6579491049051285, "decode.d0.loss_dice": 1.1606487423181533, "decode.d1.loss_cls": 0.7923065900802613, "decode.d1.loss_mask": 0.6059805661439895, "decode.d1.loss_dice": 1.0532030403614043, "decode.d2.loss_cls": 0.7724396884441376, "decode.d2.loss_mask": 0.6037010282278061, "decode.d2.loss_dice": 1.029045930504799, "decode.d3.loss_cls": 0.7150683417916298, "decode.d3.loss_mask": 0.605996036529541, "decode.d3.loss_dice": 0.9879680037498474, "decode.d4.loss_cls": 0.6756892755627633, "decode.d4.loss_mask": 0.6062758386135101, "decode.d4.loss_dice": 0.9817564904689788, "decode.d5.loss_cls": 0.7033157676458359, "decode.d5.loss_mask": 0.6041171103715897, "decode.d5.loss_dice": 0.96750006377697, "decode.d6.loss_cls": 0.721787552535534, "decode.d6.loss_mask": 0.5999893039464951, "decode.d6.loss_dice": 1.018355095386505, "decode.d7.loss_cls": 0.7001958712935448, "decode.d7.loss_mask": 0.592902660369873, "decode.d7.loss_dice": 0.999849796295166, "decode.d8.loss_cls": 0.7402026668190956, "decode.d8.loss_mask": 0.5971972912549972, "decode.d8.loss_dice": 0.9972888857126236, "time": 0.5359680414199829, "memory": 7278, "step": 45350}
{"lr": 7.405606201325451e-06, "data_time": 0.009516167640686034, "grad_norm": 82.38482704162598, "loss": 24.58928861618042, "decode.loss_cls": 0.5380546301603317, "decode.loss_mask": 0.6306964948773384, "decode.loss_dice": 1.0865114629268646, "decode.d0.loss_cls": 2.0328271210193636, "decode.d0.loss_mask": 0.6443272858858109, "decode.d0.loss_dice": 1.1866921484470367, "decode.d1.loss_cls": 0.7368761122226715, "decode.d1.loss_mask": 0.6055839449167252, "decode.d1.loss_dice": 1.1042741388082504, "decode.d2.loss_cls": 0.6133207365870476, "decode.d2.loss_mask": 0.6232316344976425, "decode.d2.loss_dice": 1.095838737487793, "decode.d3.loss_cls": 0.6033173620700836, "decode.d3.loss_mask": 0.634977188706398, "decode.d3.loss_dice": 1.1005907565355302, "decode.d4.loss_cls": 0.6115431487560272, "decode.d4.loss_mask": 0.6119434550404549, "decode.d4.loss_dice": 1.07140212059021, "decode.d5.loss_cls": 0.5656994007527828, "decode.d5.loss_mask": 0.6135005921125412, "decode.d5.loss_dice": 1.0893716216087341, "decode.d6.loss_cls": 0.5580597385764122, "decode.d6.loss_mask": 0.6325983181595802, "decode.d6.loss_dice": 1.0816831648349763, "decode.d7.loss_cls": 0.5718335315585137, "decode.d7.loss_mask": 0.621428582072258, "decode.d7.loss_dice": 1.0732111036777496, "decode.d8.loss_cls": 0.5386738486588001, "decode.d8.loss_mask": 0.6292830154299736, "decode.d8.loss_dice": 1.0819371521472931, "time": 0.5358275651931763, "memory": 7245, "step": 45400}
{"lr": 7.402698177327858e-06, "data_time": 0.009659194946289062, "grad_norm": 91.5078556060791, "loss": 22.792273330688477, "decode.loss_cls": 0.6704093277454376, "decode.loss_mask": 0.5831242859363556, "decode.loss_dice": 0.8289312601089478, "decode.d0.loss_cls": 2.130961275100708, "decode.d0.loss_mask": 0.6433157622814178, "decode.d0.loss_dice": 0.9320834577083588, "decode.d1.loss_cls": 0.7851714551448822, "decode.d1.loss_mask": 0.6023887366056442, "decode.d1.loss_dice": 0.8436681509017945, "decode.d2.loss_cls": 0.7324808418750763, "decode.d2.loss_mask": 0.583243241906166, "decode.d2.loss_dice": 0.8281583040952682, "decode.d3.loss_cls": 0.7327879592776299, "decode.d3.loss_mask": 0.5811444818973541, "decode.d3.loss_dice": 0.8043592542409896, "decode.d4.loss_cls": 0.7074659690260887, "decode.d4.loss_mask": 0.5814768880605697, "decode.d4.loss_dice": 0.8128257513046264, "decode.d5.loss_cls": 0.7010038271546364, "decode.d5.loss_mask": 0.5765347987413406, "decode.d5.loss_dice": 0.8453773528337478, "decode.d6.loss_cls": 0.6536161467432976, "decode.d6.loss_mask": 0.5981951504945755, "decode.d6.loss_dice": 0.82692811191082, "decode.d7.loss_cls": 0.6600271478295326, "decode.d7.loss_mask": 0.5890774235129357, "decode.d7.loss_dice": 0.8253102779388428, "decode.d8.loss_cls": 0.6987416103482247, "decode.d8.loss_mask": 0.5884222716093064, "decode.d8.loss_dice": 0.8450423121452332, "time": 0.5332392930984498, "memory": 7220, "step": 45450}
{"lr": 7.399790026394972e-06, "data_time": 0.00901637077331543, "grad_norm": 99.6467529296875, "loss": 25.251807308197023, "decode.loss_cls": 0.7349458634853363, "decode.loss_mask": 0.6175361692905426, "decode.loss_dice": 0.9141465276479721, "decode.d0.loss_cls": 2.3812952876091003, "decode.d0.loss_mask": 0.6736132502555847, "decode.d0.loss_dice": 1.0539710372686386, "decode.d1.loss_cls": 0.9207453936338424, "decode.d1.loss_mask": 0.6469607800245285, "decode.d1.loss_dice": 0.9659540057182312, "decode.d2.loss_cls": 0.8101233839988708, "decode.d2.loss_mask": 0.6488682359457016, "decode.d2.loss_dice": 0.9684666275978089, "decode.d3.loss_cls": 0.7665560603141784, "decode.d3.loss_mask": 0.6398213356733322, "decode.d3.loss_dice": 0.929261976480484, "decode.d4.loss_cls": 0.7964077860116958, "decode.d4.loss_mask": 0.6334093600511551, "decode.d4.loss_dice": 0.9350878894329071, "decode.d5.loss_cls": 0.7959015220403671, "decode.d5.loss_mask": 0.6184166073799133, "decode.d5.loss_dice": 0.9350196629762649, "decode.d6.loss_cls": 0.8009167701005936, "decode.d6.loss_mask": 0.6160623639822006, "decode.d6.loss_dice": 0.9144712716341019, "decode.d7.loss_cls": 0.7276646584272385, "decode.d7.loss_mask": 0.6158181607723237, "decode.d7.loss_dice": 0.9388227552175522, "decode.d8.loss_cls": 0.7232735067605972, "decode.d8.loss_mask": 0.6135895013809204, "decode.d8.loss_dice": 0.9146796137094497, "time": 0.5338201761245728, "memory": 7224, "step": 45500}
{"lr": 7.396881748465822e-06, "data_time": 0.009139633178710938, "grad_norm": 96.548828125, "loss": 27.403261375427245, "decode.loss_cls": 0.5140240907669067, "decode.loss_mask": 0.8239251971244812, "decode.loss_dice": 1.1501537889242173, "decode.d0.loss_cls": 2.125486099720001, "decode.d0.loss_mask": 0.8391724258661271, "decode.d0.loss_dice": 1.2657688081264495, "decode.d1.loss_cls": 0.6651832818984985, "decode.d1.loss_mask": 0.8276567578315734, "decode.d1.loss_dice": 1.2238685607910156, "decode.d2.loss_cls": 0.6305250853300095, "decode.d2.loss_mask": 0.8508467167615891, "decode.d2.loss_dice": 1.1732808291912078, "decode.d3.loss_cls": 0.5553345952183009, "decode.d3.loss_mask": 0.8322555899620057, "decode.d3.loss_dice": 1.1672225773334504, "decode.d4.loss_cls": 0.540734838694334, "decode.d4.loss_mask": 0.828703761100769, "decode.d4.loss_dice": 1.1771150469779967, "decode.d5.loss_cls": 0.5561068184673786, "decode.d5.loss_mask": 0.8384103447198867, "decode.d5.loss_dice": 1.1781759530305862, "decode.d6.loss_cls": 0.5699360452592372, "decode.d6.loss_mask": 0.824772709608078, "decode.d6.loss_dice": 1.1542840510606767, "decode.d7.loss_cls": 0.5520740877836943, "decode.d7.loss_mask": 0.828842493891716, "decode.d7.loss_dice": 1.1566017150878907, "decode.d8.loss_cls": 0.5482656642794609, "decode.d8.loss_mask": 0.8321382462978363, "decode.d8.loss_dice": 1.1723951518535614, "time": 0.5595662355422973, "memory": 7206, "step": 45550}
{"lr": 7.393973343479369e-06, "data_time": 0.009211063385009766, "grad_norm": 83.7307903289795, "loss": 30.2361852645874, "decode.loss_cls": 0.735407167673111, "decode.loss_mask": 0.787714558839798, "decode.loss_dice": 1.2712199211120605, "decode.d0.loss_cls": 2.2935330867767334, "decode.d0.loss_mask": 0.9079956114292145, "decode.d0.loss_dice": 1.5347549676895142, "decode.d1.loss_cls": 0.8058063924312592, "decode.d1.loss_mask": 0.844906347990036, "decode.d1.loss_dice": 1.3595079362392426, "decode.d2.loss_cls": 0.7358172819018364, "decode.d2.loss_mask": 0.8228936135768891, "decode.d2.loss_dice": 1.3287903249263764, "decode.d3.loss_cls": 0.7038204401731492, "decode.d3.loss_mask": 0.8054563760757446, "decode.d3.loss_dice": 1.2854814171791076, "decode.d4.loss_cls": 0.708963792026043, "decode.d4.loss_mask": 0.8120827466249466, "decode.d4.loss_dice": 1.278818416595459, "decode.d5.loss_cls": 0.6948965072631836, "decode.d5.loss_mask": 0.7883737653493881, "decode.d5.loss_dice": 1.3070355236530304, "decode.d6.loss_cls": 0.7590910539031028, "decode.d6.loss_mask": 0.7780526131391525, "decode.d6.loss_dice": 1.278626149892807, "decode.d7.loss_cls": 0.7542151153087616, "decode.d7.loss_mask": 0.777594992518425, "decode.d7.loss_dice": 1.272232335805893, "decode.d8.loss_cls": 0.7567398130893708, "decode.d8.loss_mask": 0.7806616395711898, "decode.d8.loss_dice": 1.2656960248947144, "time": 0.5363229990005494, "memory": 7296, "step": 45600}
{"lr": 7.391064811374529e-06, "data_time": 0.009366106986999512, "grad_norm": 95.12550163269043, "loss": 33.60186929702759, "decode.loss_cls": 0.7058144047856331, "decode.loss_mask": 0.9489005655050278, "decode.loss_dice": 1.45302514731884, "decode.d0.loss_cls": 2.41406307220459, "decode.d0.loss_mask": 1.1132263094186783, "decode.d0.loss_dice": 1.7243962168693543, "decode.d1.loss_cls": 0.976917240023613, "decode.d1.loss_mask": 0.9723493725061416, "decode.d1.loss_dice": 1.511293187737465, "decode.d2.loss_cls": 0.7695500187575817, "decode.d2.loss_mask": 0.9618789732456208, "decode.d2.loss_dice": 1.4778503835201264, "decode.d3.loss_cls": 0.7470120042562485, "decode.d3.loss_mask": 0.9693805932998657, "decode.d3.loss_dice": 1.4692227691411972, "decode.d4.loss_cls": 0.7049844674766064, "decode.d4.loss_mask": 0.9598677158355713, "decode.d4.loss_dice": 1.4530675053596496, "decode.d5.loss_cls": 0.6637489005923272, "decode.d5.loss_mask": 0.9544421821832657, "decode.d5.loss_dice": 1.42887422144413, "decode.d6.loss_cls": 0.7077949300408364, "decode.d6.loss_mask": 0.9477377027273178, "decode.d6.loss_dice": 1.4132248669862748, "decode.d7.loss_cls": 0.6739456914365292, "decode.d7.loss_mask": 0.9353876322507858, "decode.d7.loss_dice": 1.4392374575138092, "decode.d8.loss_cls": 0.7037299670279026, "decode.d8.loss_mask": 0.935128104686737, "decode.d8.loss_dice": 1.4658177971839905, "time": 0.5357572793960571, "memory": 7195, "step": 45650}
{"lr": 7.388156152090162e-06, "data_time": 0.009250712394714356, "grad_norm": 84.31731491088867, "loss": 23.42444500923157, "decode.loss_cls": 0.5326520085334778, "decode.loss_mask": 0.6279278993606567, "decode.loss_dice": 0.9528193056583405, "decode.d0.loss_cls": 1.991075301170349, "decode.d0.loss_mask": 0.6681555688381196, "decode.d0.loss_dice": 1.0899272024631501, "decode.d1.loss_cls": 0.7127750769257546, "decode.d1.loss_mask": 0.6237129464745521, "decode.d1.loss_dice": 1.0220314592123032, "decode.d2.loss_cls": 0.6016370505094528, "decode.d2.loss_mask": 0.6366025984287262, "decode.d2.loss_dice": 1.0138311237096786, "decode.d3.loss_cls": 0.632964140176773, "decode.d3.loss_mask": 0.6206744521856308, "decode.d3.loss_dice": 0.9738954946398735, "decode.d4.loss_cls": 0.5720415949821472, "decode.d4.loss_mask": 0.6207805946469307, "decode.d4.loss_dice": 0.9823886752128601, "decode.d5.loss_cls": 0.5739270508289337, "decode.d5.loss_mask": 0.626551765203476, "decode.d5.loss_dice": 0.9895938903093338, "decode.d6.loss_cls": 0.5788089796900749, "decode.d6.loss_mask": 0.6214054942131042, "decode.d6.loss_dice": 0.9575306549668312, "decode.d7.loss_cls": 0.5481548756361008, "decode.d7.loss_mask": 0.6133642375469208, "decode.d7.loss_dice": 0.9489939346909523, "decode.d8.loss_cls": 0.49884344935417174, "decode.d8.loss_mask": 0.6185735195875168, "decode.d8.loss_dice": 0.9728049278259278, "time": 0.5361550331115723, "memory": 7198, "step": 45700}
{"lr": 7.385247365565071e-06, "data_time": 0.00939328670501709, "grad_norm": 90.28250007629394, "loss": 25.709446144104003, "decode.loss_cls": 0.721524116396904, "decode.loss_mask": 0.6357532531023026, "decode.loss_dice": 1.009853509068489, "decode.d0.loss_cls": 1.9762943744659425, "decode.d0.loss_mask": 0.7443443775177002, "decode.d0.loss_dice": 1.2588175654411315, "decode.d1.loss_cls": 0.8011010304093361, "decode.d1.loss_mask": 0.7185367435216904, "decode.d1.loss_dice": 1.1322973608970641, "decode.d2.loss_cls": 0.7288029074668885, "decode.d2.loss_mask": 0.6447457104921341, "decode.d2.loss_dice": 1.0818473130464554, "decode.d3.loss_cls": 0.7255567237734795, "decode.d3.loss_mask": 0.6527046114206314, "decode.d3.loss_dice": 1.0354769617319106, "decode.d4.loss_cls": 0.7284864649176598, "decode.d4.loss_mask": 0.6488208323717117, "decode.d4.loss_dice": 1.0128381192684173, "decode.d5.loss_cls": 0.7619793802499771, "decode.d5.loss_mask": 0.6452788829803466, "decode.d5.loss_dice": 1.0231318324804306, "decode.d6.loss_cls": 0.7175715208053589, "decode.d6.loss_mask": 0.6386257022619247, "decode.d6.loss_dice": 0.9925528436899185, "decode.d7.loss_cls": 0.7046986237168312, "decode.d7.loss_mask": 0.6425896525382996, "decode.d7.loss_dice": 0.9810614973306656, "decode.d8.loss_cls": 0.7135955780744553, "decode.d8.loss_mask": 0.636711448431015, "decode.d8.loss_dice": 0.9938469022512436, "time": 0.5579185247421264, "memory": 7195, "step": 45750}
{"lr": 7.382338451738002e-06, "data_time": 0.009392905235290527, "grad_norm": 86.98518218994141, "loss": 32.92847080230713, "decode.loss_cls": 0.8384576663374901, "decode.loss_mask": 0.7601502180099488, "decode.loss_dice": 1.485213688015938, "decode.d0.loss_cls": 2.255153787136078, "decode.d0.loss_mask": 0.7698628515005111, "decode.d0.loss_dice": 1.763590571284294, "decode.d1.loss_cls": 1.0589566074311734, "decode.d1.loss_mask": 0.7487745672464371, "decode.d1.loss_dice": 1.6409977287054063, "decode.d2.loss_cls": 0.8037275582551956, "decode.d2.loss_mask": 0.7595270365476608, "decode.d2.loss_dice": 1.561387836933136, "decode.d3.loss_cls": 0.7856465190649032, "decode.d3.loss_mask": 0.7691507160663604, "decode.d3.loss_dice": 1.5436208814382553, "decode.d4.loss_cls": 0.8203044481575489, "decode.d4.loss_mask": 0.7609622597694397, "decode.d4.loss_dice": 1.5161969900131225, "decode.d5.loss_cls": 0.8050289273262023, "decode.d5.loss_mask": 0.756048983335495, "decode.d5.loss_dice": 1.5107537388801575, "decode.d6.loss_cls": 0.7574480451643467, "decode.d6.loss_mask": 0.7437959730625152, "decode.d6.loss_dice": 1.530846154689789, "decode.d7.loss_cls": 0.8918551914393902, "decode.d7.loss_mask": 0.7435951918363571, "decode.d7.loss_dice": 1.4748820275068284, "decode.d8.loss_cls": 0.8403152726590634, "decode.d8.loss_mask": 0.7469688028097152, "decode.d8.loss_dice": 1.4852513283491136, "time": 0.5579325675964355, "memory": 7245, "step": 45800}
{"lr": 7.379429410547636e-06, "data_time": 0.009192895889282227, "grad_norm": 82.62510147094727, "loss": 29.581564712524415, "decode.loss_cls": 0.7889531940221787, "decode.loss_mask": 0.8326361179351807, "decode.loss_dice": 1.0758048474788666, "decode.d0.loss_cls": 2.431539261341095, "decode.d0.loss_mask": 0.8453989744186401, "decode.d0.loss_dice": 1.3109371423721314, "decode.d1.loss_cls": 1.0358713805675506, "decode.d1.loss_mask": 0.8403592526912689, "decode.d1.loss_dice": 1.149201399087906, "decode.d2.loss_cls": 0.9103984355926513, "decode.d2.loss_mask": 0.8337715178728103, "decode.d2.loss_dice": 1.0811614751815797, "decode.d3.loss_cls": 0.8524302124977112, "decode.d3.loss_mask": 0.8229213505983353, "decode.d3.loss_dice": 1.0643873453140258, "decode.d4.loss_cls": 0.8069728404283524, "decode.d4.loss_mask": 0.8336806535720825, "decode.d4.loss_dice": 1.0907199680805206, "decode.d5.loss_cls": 0.8470673933625221, "decode.d5.loss_mask": 0.8364639163017273, "decode.d5.loss_dice": 1.0539058923721314, "decode.d6.loss_cls": 0.8482288867235184, "decode.d6.loss_mask": 0.8373429417610169, "decode.d6.loss_dice": 1.067846167087555, "decode.d7.loss_cls": 0.8457651376724243, "decode.d7.loss_mask": 0.8534953832626343, "decode.d7.loss_dice": 1.0459538102149963, "decode.d8.loss_cls": 0.7999111831188201, "decode.d8.loss_mask": 0.8574551939964294, "decode.d8.loss_dice": 1.0809837222099303, "time": 0.5626315116882324, "memory": 7187, "step": 45850}
{"lr": 7.376520241932613e-06, "data_time": 0.009665441513061524, "grad_norm": 95.18178939819336, "loss": 23.409733772277832, "decode.loss_cls": 0.6805709898471832, "decode.loss_mask": 0.6085569947957993, "decode.loss_dice": 0.7812386989593506, "decode.d0.loss_cls": 2.1410515904426575, "decode.d0.loss_mask": 0.7142339587211609, "decode.d0.loss_dice": 0.9601225256919861, "decode.d1.loss_cls": 0.9485648214817047, "decode.d1.loss_mask": 0.6992642909288407, "decode.d1.loss_dice": 0.9435298621654511, "decode.d2.loss_cls": 0.7929310172796249, "decode.d2.loss_mask": 0.6535093516111374, "decode.d2.loss_dice": 0.8701505720615387, "decode.d3.loss_cls": 0.7005325317382812, "decode.d3.loss_mask": 0.6260966062545776, "decode.d3.loss_dice": 0.8171550586819649, "decode.d4.loss_cls": 0.6772322684526444, "decode.d4.loss_mask": 0.6214533984661103, "decode.d4.loss_dice": 0.8293946534395218, "decode.d5.loss_cls": 0.6924629986286164, "decode.d5.loss_mask": 0.6237197428941726, "decode.d5.loss_dice": 0.8076629668474198, "decode.d6.loss_cls": 0.6835556402802467, "decode.d6.loss_mask": 0.6115370318293571, "decode.d6.loss_dice": 0.80896697640419, "decode.d7.loss_cls": 0.6630427077412605, "decode.d7.loss_mask": 0.6075023293495179, "decode.d7.loss_dice": 0.7944574296474457, "decode.d8.loss_cls": 0.6585833877325058, "decode.d8.loss_mask": 0.6039042443037033, "decode.d8.loss_dice": 0.7887487083673477, "time": 0.5324577331542969, "memory": 7331, "step": 45900}
{"lr": 7.3736109458315045e-06, "data_time": 0.00955824851989746, "grad_norm": 89.43951797485352, "loss": 26.040990924835206, "decode.loss_cls": 0.8540038019418716, "decode.loss_mask": 0.5958328664302825, "decode.loss_dice": 0.8451814889907837, "decode.d0.loss_cls": 2.3192154288291933, "decode.d0.loss_mask": 0.72657969892025, "decode.d0.loss_dice": 1.130670964717865, "decode.d1.loss_cls": 1.0556776821613312, "decode.d1.loss_mask": 0.6431069284677505, "decode.d1.loss_dice": 0.9966385513544083, "decode.d2.loss_cls": 0.9936905175447464, "decode.d2.loss_mask": 0.6189386367797851, "decode.d2.loss_dice": 0.9590575665235519, "decode.d3.loss_cls": 0.9089211583137512, "decode.d3.loss_mask": 0.6094557553529739, "decode.d3.loss_dice": 0.9127319157123566, "decode.d4.loss_cls": 0.9664396524429322, "decode.d4.loss_mask": 0.6107526630163193, "decode.d4.loss_dice": 0.9045033812522888, "decode.d5.loss_cls": 0.9200741052627563, "decode.d5.loss_mask": 0.5946769326925277, "decode.d5.loss_dice": 0.8749143004417419, "decode.d6.loss_cls": 0.8967346280813218, "decode.d6.loss_mask": 0.5917049944400787, "decode.d6.loss_dice": 0.8508806675672531, "decode.d7.loss_cls": 0.9069225937128067, "decode.d7.loss_mask": 0.5813331365585327, "decode.d7.loss_dice": 0.8447086393833161, "decode.d8.loss_cls": 0.8895350247621536, "decode.d8.loss_mask": 0.5847902297973633, "decode.d8.loss_dice": 0.8533155858516693, "time": 0.5307017087936401, "memory": 7241, "step": 45950}
{"lr": 7.370701522182822e-06, "data_time": 0.00908503532409668, "grad_norm": 91.8591121673584, "loss": 34.2040678024292, "decode.loss_cls": 1.0851723909378053, "decode.loss_mask": 0.651664400100708, "decode.loss_dice": 1.3921510934829713, "decode.d0.loss_cls": 2.6331231236457824, "decode.d0.loss_mask": 0.752103579044342, "decode.d0.loss_dice": 1.5997804164886475, "decode.d1.loss_cls": 1.2344361990690231, "decode.d1.loss_mask": 0.7174669355154037, "decode.d1.loss_dice": 1.4729019105434418, "decode.d2.loss_cls": 1.18332642018795, "decode.d2.loss_mask": 0.6836860746145248, "decode.d2.loss_dice": 1.435524183511734, "decode.d3.loss_cls": 1.2269031047821044, "decode.d3.loss_mask": 0.6659159123897552, "decode.d3.loss_dice": 1.3670207142829895, "decode.d4.loss_cls": 1.1733521223068237, "decode.d4.loss_mask": 0.6877396136522294, "decode.d4.loss_dice": 1.4231344878673553, "decode.d5.loss_cls": 1.1701735973358154, "decode.d5.loss_mask": 0.6642539590597153, "decode.d5.loss_dice": 1.3530320584774018, "decode.d6.loss_cls": 1.227474993467331, "decode.d6.loss_mask": 0.6824163675308228, "decode.d6.loss_dice": 1.3324602663516998, "decode.d7.loss_cls": 1.1742639780044555, "decode.d7.loss_mask": 0.6535738706588745, "decode.d7.loss_dice": 1.3456133782863617, "decode.d8.loss_cls": 1.2010060906410218, "decode.d8.loss_mask": 0.6640377998352051, "decode.d8.loss_dice": 1.350357139110565, "time": 0.5336058855056762, "memory": 7228, "step": 46000}
{"lr": 7.367791970925044e-06, "data_time": 0.009062862396240235, "grad_norm": 85.3771484375, "loss": 24.600614643096925, "decode.loss_cls": 0.5466845665127039, "decode.loss_mask": 0.6557265728712082, "decode.loss_dice": 0.9803149849176407, "decode.d0.loss_cls": 2.069918155670166, "decode.d0.loss_mask": 0.6743732452392578, "decode.d0.loss_dice": 1.0692141890525817, "decode.d1.loss_cls": 0.8857901610434056, "decode.d1.loss_mask": 0.6348184466361999, "decode.d1.loss_dice": 1.0278572887182236, "decode.d2.loss_cls": 0.7112163290381431, "decode.d2.loss_mask": 0.6795207351446152, "decode.d2.loss_dice": 1.0525003254413605, "decode.d3.loss_cls": 0.6948407717049122, "decode.d3.loss_mask": 0.6904070764780045, "decode.d3.loss_dice": 1.0003095507621764, "decode.d4.loss_cls": 0.6697455063462258, "decode.d4.loss_mask": 0.6729949682950973, "decode.d4.loss_dice": 0.993702980875969, "decode.d5.loss_cls": 0.5867201268672944, "decode.d5.loss_mask": 0.6709190905094147, "decode.d5.loss_dice": 0.9708745330572128, "decode.d6.loss_cls": 0.6568947970867157, "decode.d6.loss_mask": 0.6345214217901229, "decode.d6.loss_dice": 0.9570923447608948, "decode.d7.loss_cls": 0.6349160157144069, "decode.d7.loss_mask": 0.6339239001274108, "decode.d7.loss_dice": 0.9598675668239594, "decode.d8.loss_cls": 0.5595828101038933, "decode.d8.loss_mask": 0.6474473208189011, "decode.d8.loss_dice": 0.9779185146093369, "time": 0.5344898462295532, "memory": 7214, "step": 46050}
{"lr": 7.364882291996568e-06, "data_time": 0.009272003173828125, "grad_norm": 90.43008232116699, "loss": 29.436456203460693, "decode.loss_cls": 0.8870035633444786, "decode.loss_mask": 0.711418741941452, "decode.loss_dice": 1.1135423570871352, "decode.d0.loss_cls": 2.3439366579055787, "decode.d0.loss_mask": 0.7361368834972382, "decode.d0.loss_dice": 1.2771383047103881, "decode.d1.loss_cls": 1.1463533580303191, "decode.d1.loss_mask": 0.7317924365401268, "decode.d1.loss_dice": 1.1881948292255402, "decode.d2.loss_cls": 0.9968877330422401, "decode.d2.loss_mask": 0.7160147830843926, "decode.d2.loss_dice": 1.1237538367509843, "decode.d3.loss_cls": 0.9436851471662522, "decode.d3.loss_mask": 0.7105023458600044, "decode.d3.loss_dice": 1.1256738156080246, "decode.d4.loss_cls": 0.8981411918997765, "decode.d4.loss_mask": 0.7120673179626464, "decode.d4.loss_dice": 1.121472916007042, "decode.d5.loss_cls": 0.929616205394268, "decode.d5.loss_mask": 0.6986291170120239, "decode.d5.loss_dice": 1.0875253170728683, "decode.d6.loss_cls": 0.9225186049938202, "decode.d6.loss_mask": 0.7079697325825691, "decode.d6.loss_dice": 1.1011955797672273, "decode.d7.loss_cls": 0.9282570436596871, "decode.d7.loss_mask": 0.6990720003843307, "decode.d7.loss_dice": 1.0968366146087647, "decode.d8.loss_cls": 0.9766581505537033, "decode.d8.loss_mask": 0.7059715211391449, "decode.d8.loss_dice": 1.0984901189804077, "time": 0.5561403751373291, "memory": 7205, "step": 46100}
{"lr": 7.361972485335745e-06, "data_time": 0.009246635437011718, "grad_norm": 92.09583892822266, "loss": 26.38621315956116, "decode.loss_cls": 0.5528076387941837, "decode.loss_mask": 0.758837166428566, "decode.loss_dice": 1.1785754144191742, "decode.d0.loss_cls": 1.9566651105880737, "decode.d0.loss_mask": 0.7881307780742646, "decode.d0.loss_dice": 1.282485981285572, "decode.d1.loss_cls": 0.6967087775468827, "decode.d1.loss_mask": 0.7591481924057006, "decode.d1.loss_dice": 1.2031799644231795, "decode.d2.loss_cls": 0.547500590980053, "decode.d2.loss_mask": 0.763213261961937, "decode.d2.loss_dice": 1.1884152591228485, "decode.d3.loss_cls": 0.565456336736679, "decode.d3.loss_mask": 0.7533752590417861, "decode.d3.loss_dice": 1.1710694909095765, "decode.d4.loss_cls": 0.4991819724440575, "decode.d4.loss_mask": 0.7520053148269653, "decode.d4.loss_dice": 1.1711782783269882, "decode.d5.loss_cls": 0.4468069277703762, "decode.d5.loss_mask": 0.7650296032428742, "decode.d5.loss_dice": 1.1930247724056244, "decode.d6.loss_cls": 0.47088813707232474, "decode.d6.loss_mask": 0.7781609237194062, "decode.d6.loss_dice": 1.2155738711357116, "decode.d7.loss_cls": 0.4921210676431656, "decode.d7.loss_mask": 0.7720461398363113, "decode.d7.loss_dice": 1.2043530225753785, "decode.d8.loss_cls": 0.498932883143425, "decode.d8.loss_mask": 0.7679387301206588, "decode.d8.loss_dice": 1.1934017151594163, "time": 0.5337491750717163, "memory": 7204, "step": 46150}
{"lr": 7.359062550880864e-06, "data_time": 0.009112119674682617, "grad_norm": 80.24821166992187, "loss": 31.547321796417236, "decode.loss_cls": 0.8805509656667709, "decode.loss_mask": 0.7617236986756325, "decode.loss_dice": 1.2389297872781753, "decode.d0.loss_cls": 2.465295362472534, "decode.d0.loss_mask": 0.8030140846967697, "decode.d0.loss_dice": 1.4636694192886353, "decode.d1.loss_cls": 1.0253188639879227, "decode.d1.loss_mask": 0.8330319419503212, "decode.d1.loss_dice": 1.3495151907205583, "decode.d2.loss_cls": 0.9554686933755875, "decode.d2.loss_mask": 0.8021883949637413, "decode.d2.loss_dice": 1.3242924332618713, "decode.d3.loss_cls": 0.9797234684228897, "decode.d3.loss_mask": 0.7726809710264206, "decode.d3.loss_dice": 1.2834494233131408, "decode.d4.loss_cls": 0.9276286453008652, "decode.d4.loss_mask": 0.7773811131715774, "decode.d4.loss_dice": 1.2665016919374465, "decode.d5.loss_cls": 0.8833454072475433, "decode.d5.loss_mask": 0.7899249419569969, "decode.d5.loss_dice": 1.278069081902504, "decode.d6.loss_cls": 0.8802030175924301, "decode.d6.loss_mask": 0.7775117382407188, "decode.d6.loss_dice": 1.256567594408989, "decode.d7.loss_cls": 0.921296352148056, "decode.d7.loss_mask": 0.7421830281615257, "decode.d7.loss_dice": 1.2370023071765899, "decode.d8.loss_cls": 0.8576763510704041, "decode.d8.loss_mask": 0.750490440428257, "decode.d8.loss_dice": 1.2626871287822723, "time": 0.5301931142807007, "memory": 7310, "step": 46200}
{"lr": 7.356152488570162e-06, "data_time": 0.009160971641540528, "grad_norm": 83.18802185058594, "loss": 29.37867660522461, "decode.loss_cls": 1.000803279876709, "decode.loss_mask": 0.6115137279033661, "decode.loss_dice": 1.0843590259552003, "decode.d0.loss_cls": 2.613097035884857, "decode.d0.loss_mask": 0.610190150141716, "decode.d0.loss_dice": 1.3354069948196412, "decode.d1.loss_cls": 1.1725233554840089, "decode.d1.loss_mask": 0.622166919708252, "decode.d1.loss_dice": 1.2509626209735871, "decode.d2.loss_cls": 1.0552143514156342, "decode.d2.loss_mask": 0.6244090586900711, "decode.d2.loss_dice": 1.1670511603355407, "decode.d3.loss_cls": 1.1067134469747544, "decode.d3.loss_mask": 0.5557100623846054, "decode.d3.loss_dice": 1.1100004851818084, "decode.d4.loss_cls": 1.062289434671402, "decode.d4.loss_mask": 0.5830134272575378, "decode.d4.loss_dice": 1.0771946549415587, "decode.d5.loss_cls": 0.9689332604408264, "decode.d5.loss_mask": 0.5965565115213394, "decode.d5.loss_dice": 1.1041019171476365, "decode.d6.loss_cls": 0.9990690499544144, "decode.d6.loss_mask": 0.6007496118545532, "decode.d6.loss_dice": 1.1006966352462768, "decode.d7.loss_cls": 0.9719363033771515, "decode.d7.loss_mask": 0.615489274263382, "decode.d7.loss_dice": 1.1205394506454467, "decode.d8.loss_cls": 0.955713564157486, "decode.d8.loss_mask": 0.5958154261112213, "decode.d8.loss_dice": 1.1064560413360596, "time": 0.5274384975433349, "memory": 7237, "step": 46250}
{"lr": 7.353242298341825e-06, "data_time": 0.009061288833618165, "grad_norm": 91.22803421020508, "loss": 29.540572071075438, "decode.loss_cls": 0.7277691155672074, "decode.loss_mask": 0.7471254229545593, "decode.loss_dice": 1.2581571400165559, "decode.d0.loss_cls": 2.382208251953125, "decode.d0.loss_mask": 0.8135801196098328, "decode.d0.loss_dice": 1.418503722548485, "decode.d1.loss_cls": 0.8582145303487778, "decode.d1.loss_mask": 0.75931496322155, "decode.d1.loss_dice": 1.318542841076851, "decode.d2.loss_cls": 0.8026543006300926, "decode.d2.loss_mask": 0.7449308335781097, "decode.d2.loss_dice": 1.256806093454361, "decode.d3.loss_cls": 0.7595052734017372, "decode.d3.loss_mask": 0.7626669764518738, "decode.d3.loss_dice": 1.2265253454446792, "decode.d4.loss_cls": 0.771584552526474, "decode.d4.loss_mask": 0.7679211646318436, "decode.d4.loss_dice": 1.2464278161525726, "decode.d5.loss_cls": 0.7324752241373063, "decode.d5.loss_mask": 0.757838460803032, "decode.d5.loss_dice": 1.221698245406151, "decode.d6.loss_cls": 0.7181863948702812, "decode.d6.loss_mask": 0.7626493304967881, "decode.d6.loss_dice": 1.2275219947099685, "decode.d7.loss_cls": 0.7490407466888428, "decode.d7.loss_mask": 0.7530816465616226, "decode.d7.loss_dice": 1.231887125968933, "decode.d8.loss_cls": 0.7638362377882004, "decode.d8.loss_mask": 0.7534648030996323, "decode.d8.loss_dice": 1.2464539110660553, "time": 0.5295044183731079, "memory": 7214, "step": 46300}
{"lr": 7.350331980133958e-06, "data_time": 0.00927722454071045, "grad_norm": 88.784423828125, "loss": 23.64979019165039, "decode.loss_cls": 0.6827161550521851, "decode.loss_mask": 0.6605633139610291, "decode.loss_dice": 0.7338090300559997, "decode.d0.loss_cls": 2.129868042469025, "decode.d0.loss_mask": 0.7282015442848205, "decode.d0.loss_dice": 0.8465927898883819, "decode.d1.loss_cls": 0.9584173187613487, "decode.d1.loss_mask": 0.7170996010303498, "decode.d1.loss_dice": 0.8378085136413574, "decode.d2.loss_cls": 0.800965565443039, "decode.d2.loss_mask": 0.6845298916101455, "decode.d2.loss_dice": 0.771253302693367, "decode.d3.loss_cls": 0.8347054496407509, "decode.d3.loss_mask": 0.6798471450805664, "decode.d3.loss_dice": 0.7599861711263657, "decode.d4.loss_cls": 0.7796897202730179, "decode.d4.loss_mask": 0.6688565760850906, "decode.d4.loss_dice": 0.7639631420373917, "decode.d5.loss_cls": 0.8018020540475845, "decode.d5.loss_mask": 0.6506327748298645, "decode.d5.loss_dice": 0.7251855194568634, "decode.d6.loss_cls": 0.7610185772180558, "decode.d6.loss_mask": 0.6691422820091247, "decode.d6.loss_dice": 0.7344538569450378, "decode.d7.loss_cls": 0.7407019138336182, "decode.d7.loss_mask": 0.6684284448623657, "decode.d7.loss_dice": 0.7360468029975891, "decode.d8.loss_cls": 0.730604051053524, "decode.d8.loss_mask": 0.6612747400999069, "decode.d8.loss_dice": 0.7316271424293518, "time": 0.5288152694702148, "memory": 7171, "step": 46350}
{"lr": 7.347421533884633e-06, "data_time": 0.009244465827941894, "grad_norm": 88.83594818115235, "loss": 26.451101207733153, "decode.loss_cls": 0.707124899327755, "decode.loss_mask": 0.6798664256930351, "decode.loss_dice": 1.0000871032476426, "decode.d0.loss_cls": 2.1847089648246767, "decode.d0.loss_mask": 0.7213270664215088, "decode.d0.loss_dice": 1.2010100066661835, "decode.d1.loss_cls": 1.013420784473419, "decode.d1.loss_mask": 0.6819951996207237, "decode.d1.loss_dice": 1.08681862950325, "decode.d2.loss_cls": 0.7260210454463959, "decode.d2.loss_mask": 0.7006216198205948, "decode.d2.loss_dice": 1.0658198773860932, "decode.d3.loss_cls": 0.8141371503472328, "decode.d3.loss_mask": 0.6605093330144882, "decode.d3.loss_dice": 1.017060351371765, "decode.d4.loss_cls": 0.7436431080102921, "decode.d4.loss_mask": 0.6713802337646484, "decode.d4.loss_dice": 1.0278468757867814, "decode.d5.loss_cls": 0.7574497938156128, "decode.d5.loss_mask": 0.6696221128106117, "decode.d5.loss_dice": 1.0122323095798493, "decode.d6.loss_cls": 0.8349436044692993, "decode.d6.loss_mask": 0.662738710641861, "decode.d6.loss_dice": 0.9983618676662445, "decode.d7.loss_cls": 0.7457786574959755, "decode.d7.loss_mask": 0.6676352500915528, "decode.d7.loss_dice": 1.0084029734134674, "decode.d8.loss_cls": 0.7322061687707901, "decode.d8.loss_mask": 0.6655873656272888, "decode.d8.loss_dice": 0.9927441716194153, "time": 0.5597582578659057, "memory": 7235, "step": 46400}
{"lr": 7.34451095953186e-06, "data_time": 0.00935056209564209, "grad_norm": 83.91276931762695, "loss": 31.394429206848145, "decode.loss_cls": 0.854479518532753, "decode.loss_mask": 0.7097365289926529, "decode.loss_dice": 1.3589032202959062, "decode.d0.loss_cls": 2.230852496623993, "decode.d0.loss_mask": 0.7841320335865021, "decode.d0.loss_dice": 1.4929360926151276, "decode.d1.loss_cls": 0.9775493621826172, "decode.d1.loss_mask": 0.7241508275270462, "decode.d1.loss_dice": 1.4332237362861633, "decode.d2.loss_cls": 0.9461306005716323, "decode.d2.loss_mask": 0.7361041665077209, "decode.d2.loss_dice": 1.377568793296814, "decode.d3.loss_cls": 0.9362484246492386, "decode.d3.loss_mask": 0.7087372153997421, "decode.d3.loss_dice": 1.3467520713806151, "decode.d4.loss_cls": 0.9376195251941681, "decode.d4.loss_mask": 0.7308336168527603, "decode.d4.loss_dice": 1.3375871300697326, "decode.d5.loss_cls": 0.938121297955513, "decode.d5.loss_mask": 0.6974730908870697, "decode.d5.loss_dice": 1.3066539227962495, "decode.d6.loss_cls": 0.8598951533436775, "decode.d6.loss_mask": 0.7222119837999343, "decode.d6.loss_dice": 1.3355261385440826, "decode.d7.loss_cls": 0.870732095837593, "decode.d7.loss_mask": 0.7114071547985077, "decode.d7.loss_dice": 1.3548992216587066, "decode.d8.loss_cls": 0.8962410420179368, "decode.d8.loss_mask": 0.7195053935050965, "decode.d8.loss_dice": 1.3582178384065628, "time": 0.5322383880615235, "memory": 7193, "step": 46450}
{"lr": 7.341600257013587e-06, "data_time": 0.00943460464477539, "grad_norm": 80.41071243286133, "loss": 24.175275897979738, "decode.loss_cls": 0.7676750585436821, "decode.loss_mask": 0.5510669857263565, "decode.loss_dice": 0.9084249138832092, "decode.d0.loss_cls": 2.233858108520508, "decode.d0.loss_mask": 0.574071292579174, "decode.d0.loss_dice": 1.067244178056717, "decode.d1.loss_cls": 0.8364847555756569, "decode.d1.loss_mask": 0.554039940237999, "decode.d1.loss_dice": 0.9762298122048378, "decode.d2.loss_cls": 0.752713268995285, "decode.d2.loss_mask": 0.5485336571931839, "decode.d2.loss_dice": 0.9362771138548851, "decode.d3.loss_cls": 0.801719756424427, "decode.d3.loss_mask": 0.5436249122023582, "decode.d3.loss_dice": 0.9298581182956696, "decode.d4.loss_cls": 0.7187784552574158, "decode.d4.loss_mask": 0.5594738677144051, "decode.d4.loss_dice": 0.9275977328419686, "decode.d5.loss_cls": 0.7671464815735817, "decode.d5.loss_mask": 0.5614738240838051, "decode.d5.loss_dice": 0.9479983597993851, "decode.d6.loss_cls": 0.7654365256428719, "decode.d6.loss_mask": 0.5663319200277328, "decode.d6.loss_dice": 0.9290801659226418, "decode.d7.loss_cls": 0.7379082053899765, "decode.d7.loss_mask": 0.5659442856907845, "decode.d7.loss_dice": 0.922823303937912, "decode.d8.loss_cls": 0.7497345551848411, "decode.d8.loss_mask": 0.5418376639485359, "decode.d8.loss_dice": 0.9318894699215889, "time": 0.5566314697265625, "memory": 7216, "step": 46500}
{"lr": 7.3386894262677015e-06, "data_time": 0.009536409378051757, "grad_norm": 91.41530380249023, "loss": 29.53206100463867, "decode.loss_cls": 0.8938686534762382, "decode.loss_mask": 0.7231734365224838, "decode.loss_dice": 1.1594035804271698, "decode.d0.loss_cls": 2.1822932243347166, "decode.d0.loss_mask": 0.8088121771812439, "decode.d0.loss_dice": 1.2945698857307435, "decode.d1.loss_cls": 0.9992889583110809, "decode.d1.loss_mask": 0.750018784403801, "decode.d1.loss_dice": 1.2444630324840547, "decode.d2.loss_cls": 0.9923247426748276, "decode.d2.loss_mask": 0.7359504967927932, "decode.d2.loss_dice": 1.199221658706665, "decode.d3.loss_cls": 0.9011696457862854, "decode.d3.loss_mask": 0.7287266850471497, "decode.d3.loss_dice": 1.1873917758464814, "decode.d4.loss_cls": 0.8591580525040626, "decode.d4.loss_mask": 0.7249002516269684, "decode.d4.loss_dice": 1.1753112614154815, "decode.d5.loss_cls": 0.8204693406820297, "decode.d5.loss_mask": 0.7315288245677948, "decode.d5.loss_dice": 1.1764543652534485, "decode.d6.loss_cls": 0.8429495915770531, "decode.d6.loss_mask": 0.7346597015857697, "decode.d6.loss_dice": 1.1571513950824737, "decode.d7.loss_cls": 0.8427648663520813, "decode.d7.loss_mask": 0.7271424651145935, "decode.d7.loss_dice": 1.173580288887024, "decode.d8.loss_cls": 0.8710444688796997, "decode.d8.loss_mask": 0.7293368279933929, "decode.d8.loss_dice": 1.1649330317974091, "time": 0.5305976390838623, "memory": 7232, "step": 46550}
{"lr": 7.335778467232045e-06, "data_time": 0.009226131439208984, "grad_norm": 88.66244735717774, "loss": 27.26459665298462, "decode.loss_cls": 0.8937418848276139, "decode.loss_mask": 0.6444227397441864, "decode.loss_dice": 0.9697953313589096, "decode.d0.loss_cls": 2.3969697833061216, "decode.d0.loss_mask": 0.8010876476764679, "decode.d0.loss_dice": 1.1005956381559372, "decode.d1.loss_cls": 0.9464248567819595, "decode.d1.loss_mask": 0.6912868052721024, "decode.d1.loss_dice": 1.0636702299118042, "decode.d2.loss_cls": 0.9130763351917267, "decode.d2.loss_mask": 0.6776658087968827, "decode.d2.loss_dice": 1.0088773608207702, "decode.d3.loss_cls": 0.921810707449913, "decode.d3.loss_mask": 0.6631075829267502, "decode.d3.loss_dice": 0.9992559164762497, "decode.d4.loss_cls": 0.914061787724495, "decode.d4.loss_mask": 0.6585292845964432, "decode.d4.loss_dice": 0.9819392561912537, "decode.d5.loss_cls": 0.8861589670181275, "decode.d5.loss_mask": 0.6602461367845536, "decode.d5.loss_dice": 0.9703574657440186, "decode.d6.loss_cls": 0.8970303744077682, "decode.d6.loss_mask": 0.6528898477554321, "decode.d6.loss_dice": 0.9484365433454514, "decode.d7.loss_cls": 0.8707808285951615, "decode.d7.loss_mask": 0.6578300356864929, "decode.d7.loss_dice": 0.9563789248466492, "decode.d8.loss_cls": 0.9034463584423065, "decode.d8.loss_mask": 0.6550039678812027, "decode.d8.loss_dice": 0.9597178667783737, "time": 0.5548340559005738, "memory": 7195, "step": 46600}
{"lr": 7.332867379844384e-06, "data_time": 0.009273552894592285, "grad_norm": 79.48449363708497, "loss": 19.7376615524292, "decode.loss_cls": 0.5067838698625564, "decode.loss_mask": 0.5161998108029365, "decode.loss_dice": 0.7416090279817581, "decode.d0.loss_cls": 1.9302452027797699, "decode.d0.loss_mask": 0.5820651918649673, "decode.d0.loss_dice": 0.8704406529664993, "decode.d1.loss_cls": 0.6622554302215576, "decode.d1.loss_mask": 0.5279543250799179, "decode.d1.loss_dice": 0.8068733155727387, "decode.d2.loss_cls": 0.59901053160429, "decode.d2.loss_mask": 0.5360808715224266, "decode.d2.loss_dice": 0.7498834654688835, "decode.d3.loss_cls": 0.5850730329751969, "decode.d3.loss_mask": 0.5072147309780121, "decode.d3.loss_dice": 0.75550017952919, "decode.d4.loss_cls": 0.5410537853837013, "decode.d4.loss_mask": 0.5024229034781456, "decode.d4.loss_dice": 0.734079709649086, "decode.d5.loss_cls": 0.5512924641370773, "decode.d5.loss_mask": 0.5074505388736725, "decode.d5.loss_dice": 0.730474442243576, "decode.d6.loss_cls": 0.5175795838236809, "decode.d6.loss_mask": 0.5274754345417023, "decode.d6.loss_dice": 0.7127912685275077, "decode.d7.loss_cls": 0.5227377489209175, "decode.d7.loss_mask": 0.4933494746685028, "decode.d7.loss_dice": 0.7178502291440964, "decode.d8.loss_cls": 0.5551563516259194, "decode.d8.loss_mask": 0.5082945585250854, "decode.d8.loss_dice": 0.7384633094072341, "time": 0.5561505556106567, "memory": 7220, "step": 46650}
{"lr": 7.329956164042451e-06, "data_time": 0.009494376182556153, "grad_norm": 81.44054985046387, "loss": 25.8300742149353, "decode.loss_cls": 0.6743257626891136, "decode.loss_mask": 0.6928847230970859, "decode.loss_dice": 1.0426525831222535, "decode.d0.loss_cls": 2.0283847212791444, "decode.d0.loss_mask": 0.7583947628736496, "decode.d0.loss_dice": 1.1864533394575119, "decode.d1.loss_cls": 0.7273225039243698, "decode.d1.loss_mask": 0.7186840504407883, "decode.d1.loss_dice": 1.083092874288559, "decode.d2.loss_cls": 0.7014886155724526, "decode.d2.loss_mask": 0.7006517022848129, "decode.d2.loss_dice": 1.0816028773784638, "decode.d3.loss_cls": 0.7338792204856872, "decode.d3.loss_mask": 0.6855205595493317, "decode.d3.loss_dice": 1.036279109120369, "decode.d4.loss_cls": 0.6738531917333603, "decode.d4.loss_mask": 0.6924063205718994, "decode.d4.loss_dice": 1.0396461576223373, "decode.d5.loss_cls": 0.6994719490408897, "decode.d5.loss_mask": 0.6898960933089257, "decode.d5.loss_dice": 1.0261774480342865, "decode.d6.loss_cls": 0.6659469649195671, "decode.d6.loss_mask": 0.6990020200610161, "decode.d6.loss_dice": 1.0302411586046218, "decode.d7.loss_cls": 0.6709223419427872, "decode.d7.loss_mask": 0.6929013803601265, "decode.d7.loss_dice": 1.0252110376954078, "decode.d8.loss_cls": 0.6564547151327134, "decode.d8.loss_mask": 0.6986251145601272, "decode.d8.loss_dice": 1.017700582742691, "time": 0.5302005290985108, "memory": 7243, "step": 46700}
{"lr": 7.327044819763897e-06, "data_time": 0.00916738510131836, "grad_norm": 85.18012161254883, "loss": 23.051123189926148, "decode.loss_cls": 0.6811425805091857, "decode.loss_mask": 0.6108951687812805, "decode.loss_dice": 0.8492954075336456, "decode.d0.loss_cls": 1.979948914051056, "decode.d0.loss_mask": 0.6592701584100723, "decode.d0.loss_dice": 1.0279531717300414, "decode.d1.loss_cls": 0.8524864315986633, "decode.d1.loss_mask": 0.6134485960006714, "decode.d1.loss_dice": 0.8721980199217796, "decode.d2.loss_cls": 0.7491938203573227, "decode.d2.loss_mask": 0.6224391847848892, "decode.d2.loss_dice": 0.8639715865254403, "decode.d3.loss_cls": 0.7211197555065155, "decode.d3.loss_mask": 0.6261764615774155, "decode.d3.loss_dice": 0.8469217494130135, "decode.d4.loss_cls": 0.6862821601331234, "decode.d4.loss_mask": 0.6396189212799073, "decode.d4.loss_dice": 0.8482833743095398, "decode.d5.loss_cls": 0.6418131820857524, "decode.d5.loss_mask": 0.6074616327881813, "decode.d5.loss_dice": 0.8143418811261653, "decode.d6.loss_cls": 0.642271164804697, "decode.d6.loss_mask": 0.6029316291213036, "decode.d6.loss_dice": 0.8294520176947117, "decode.d7.loss_cls": 0.6582571431994438, "decode.d7.loss_mask": 0.5969834059476853, "decode.d7.loss_dice": 0.8366387337446213, "decode.d8.loss_cls": 0.6165381073951721, "decode.d8.loss_mask": 0.6187308937311172, "decode.d8.loss_dice": 0.8350588738918304, "time": 0.5289988040924072, "memory": 7209, "step": 46750}
{"lr": 7.324133346946332e-06, "data_time": 0.00915074348449707, "grad_norm": 82.78157272338868, "loss": 27.12847023010254, "decode.loss_cls": 0.6580296397209168, "decode.loss_mask": 0.6828933984041214, "decode.loss_dice": 1.0473381996154785, "decode.d0.loss_cls": 2.1138810515403748, "decode.d0.loss_mask": 0.8066799223423005, "decode.d0.loss_dice": 1.348485565185547, "decode.d1.loss_cls": 0.9380361318588257, "decode.d1.loss_mask": 0.7331520229578018, "decode.d1.loss_dice": 1.160722553730011, "decode.d2.loss_cls": 0.820411542057991, "decode.d2.loss_mask": 0.7068394392728805, "decode.d2.loss_dice": 1.1202489674091338, "decode.d3.loss_cls": 0.7275837153196335, "decode.d3.loss_mask": 0.7371774941682816, "decode.d3.loss_dice": 1.0941328287124634, "decode.d4.loss_cls": 0.6621884763240814, "decode.d4.loss_mask": 0.7563291668891907, "decode.d4.loss_dice": 1.1292863875627517, "decode.d5.loss_cls": 0.6806670933961868, "decode.d5.loss_mask": 0.7493702590465545, "decode.d5.loss_dice": 1.0896358519792557, "decode.d6.loss_cls": 0.6898214846849442, "decode.d6.loss_mask": 0.7316142961382865, "decode.d6.loss_dice": 1.0550017535686493, "decode.d7.loss_cls": 0.6754289656877518, "decode.d7.loss_mask": 0.7201474457979202, "decode.d7.loss_dice": 1.041232481598854, "decode.d8.loss_cls": 0.6972404658794403, "decode.d8.loss_mask": 0.7153487861156463, "decode.d8.loss_dice": 1.0395438611507415, "time": 0.5290544748306274, "memory": 7145, "step": 46800}
{"lr": 7.3212217455273e-06, "data_time": 0.00934603214263916, "grad_norm": 93.21225967407227, "loss": 24.697657585144043, "decode.loss_cls": 0.7103202879428864, "decode.loss_mask": 0.5771563708782196, "decode.loss_dice": 0.9781502187252045, "decode.d0.loss_cls": 2.2726719617843627, "decode.d0.loss_mask": 0.5770814150571824, "decode.d0.loss_dice": 1.0768767833709716, "decode.d1.loss_cls": 0.9432106375694275, "decode.d1.loss_mask": 0.5942543864250183, "decode.d1.loss_dice": 1.0205367386341095, "decode.d2.loss_cls": 0.8283949494361877, "decode.d2.loss_mask": 0.5671327829360961, "decode.d2.loss_dice": 1.0229195833206177, "decode.d3.loss_cls": 0.8439071267843247, "decode.d3.loss_mask": 0.5380322605371475, "decode.d3.loss_dice": 0.935170590877533, "decode.d4.loss_cls": 0.7655467957258224, "decode.d4.loss_mask": 0.5449711352586746, "decode.d4.loss_dice": 0.9601771831512451, "decode.d5.loss_cls": 0.7971987813711167, "decode.d5.loss_mask": 0.531634521484375, "decode.d5.loss_dice": 0.9256123185157776, "decode.d6.loss_cls": 0.7713114500045777, "decode.d6.loss_mask": 0.5471577823162079, "decode.d6.loss_dice": 0.9206256449222565, "decode.d7.loss_cls": 0.7394760876893998, "decode.d7.loss_mask": 0.5367537617683411, "decode.d7.loss_dice": 0.9237333774566651, "decode.d8.loss_cls": 0.7713346913456917, "decode.d8.loss_mask": 0.5474388659000397, "decode.d8.loss_dice": 0.9288696765899658, "time": 0.5325002431869507, "memory": 7298, "step": 46850}
{"lr": 7.318310015444289e-06, "data_time": 0.00918736457824707, "grad_norm": 85.87910270690918, "loss": 26.69365644454956, "decode.loss_cls": 0.6611413866281509, "decode.loss_mask": 0.5576534748077393, "decode.loss_dice": 1.1897277414798737, "decode.d0.loss_cls": 2.3257208824157716, "decode.d0.loss_mask": 0.6191437661647796, "decode.d0.loss_dice": 1.3408165335655213, "decode.d1.loss_cls": 0.8885255143046379, "decode.d1.loss_mask": 0.5841774046421051, "decode.d1.loss_dice": 1.2353091835975647, "decode.d2.loss_cls": 0.8435523390769959, "decode.d2.loss_mask": 0.55757255256176, "decode.d2.loss_dice": 1.174072003364563, "decode.d3.loss_cls": 0.7575664758682251, "decode.d3.loss_mask": 0.5508361697196961, "decode.d3.loss_dice": 1.1636202394962312, "decode.d4.loss_cls": 0.808196696639061, "decode.d4.loss_mask": 0.5449854284524918, "decode.d4.loss_dice": 1.1830401390790939, "decode.d5.loss_cls": 0.7403505966067314, "decode.d5.loss_mask": 0.5693956136703491, "decode.d5.loss_dice": 1.1708846241235733, "decode.d6.loss_cls": 0.6817452386021614, "decode.d6.loss_mask": 0.5593006879091262, "decode.d6.loss_dice": 1.1676549315452576, "decode.d7.loss_cls": 0.6679507061839104, "decode.d7.loss_mask": 0.5493517786264419, "decode.d7.loss_dice": 1.1514183759689331, "decode.d8.loss_cls": 0.7250666484236717, "decode.d8.loss_mask": 0.5503554224967957, "decode.d8.loss_dice": 1.1745237767696382, "time": 0.5283113956451416, "memory": 7216, "step": 46900}
{"lr": 7.315398156634727e-06, "data_time": 0.009272265434265136, "grad_norm": 91.5906322479248, "loss": 27.995541381835938, "decode.loss_cls": 0.7696861043572426, "decode.loss_mask": 0.8196512788534165, "decode.loss_dice": 1.0806196570396422, "decode.d0.loss_cls": 2.1645912647247316, "decode.d0.loss_mask": 0.8737000465393067, "decode.d0.loss_dice": 1.166779625415802, "decode.d1.loss_cls": 0.874254797399044, "decode.d1.loss_mask": 0.8577396035194397, "decode.d1.loss_dice": 1.1343228220939636, "decode.d2.loss_cls": 0.6901450857520104, "decode.d2.loss_mask": 0.8513210088014602, "decode.d2.loss_dice": 1.0890761852264403, "decode.d3.loss_cls": 0.7225911483168602, "decode.d3.loss_mask": 0.8069818079471588, "decode.d3.loss_dice": 1.07563516497612, "decode.d4.loss_cls": 0.7256056487560272, "decode.d4.loss_mask": 0.8109820574522019, "decode.d4.loss_dice": 1.042316699028015, "decode.d5.loss_cls": 0.7769225314259529, "decode.d5.loss_mask": 0.7944670736789703, "decode.d5.loss_dice": 1.0494743525981902, "decode.d6.loss_cls": 0.741663345694542, "decode.d6.loss_mask": 0.8008744716644287, "decode.d6.loss_dice": 1.0554239928722382, "decode.d7.loss_cls": 0.7830666869878768, "decode.d7.loss_mask": 0.8002014368772506, "decode.d7.loss_dice": 1.028657853603363, "decode.d8.loss_cls": 0.7473581954836845, "decode.d8.loss_mask": 0.8038951247930527, "decode.d8.loss_dice": 1.0575347661972045, "time": 0.5338855504989624, "memory": 7312, "step": 46950}
{"lr": 7.312486169035988e-06, "data_time": 0.00930488109588623, "grad_norm": 82.57795486450195, "loss": 26.335126686096192, "decode.loss_cls": 0.7605747073888779, "decode.loss_mask": 0.65082748234272, "decode.loss_dice": 0.9929769933223724, "decode.d0.loss_cls": 2.240736889839172, "decode.d0.loss_mask": 0.7494095027446747, "decode.d0.loss_dice": 1.1478893041610718, "decode.d1.loss_cls": 0.8595367148518562, "decode.d1.loss_mask": 0.7008379697799683, "decode.d1.loss_dice": 1.0447111666202544, "decode.d2.loss_cls": 0.7677685707807541, "decode.d2.loss_mask": 0.681612029671669, "decode.d2.loss_dice": 1.02818161547184, "decode.d3.loss_cls": 0.7984535321593285, "decode.d3.loss_mask": 0.6953263461589814, "decode.d3.loss_dice": 1.0426054835319518, "decode.d4.loss_cls": 0.8041240066289902, "decode.d4.loss_mask": 0.6950984716415405, "decode.d4.loss_dice": 1.0083423018455506, "decode.d5.loss_cls": 0.7273946300148963, "decode.d5.loss_mask": 0.6608424216508866, "decode.d5.loss_dice": 1.0322505593299867, "decode.d6.loss_cls": 0.7330876052379608, "decode.d6.loss_mask": 0.6655785977840424, "decode.d6.loss_dice": 1.0039493083953857, "decode.d7.loss_cls": 0.7013249158859253, "decode.d7.loss_mask": 0.6601520329713821, "decode.d7.loss_dice": 1.0572021186351777, "decode.d8.loss_cls": 0.753457535803318, "decode.d8.loss_mask": 0.6523399889469147, "decode.d8.loss_dice": 1.0185317993164062, "time": 0.5311384916305542, "memory": 7226, "step": 47000}
{"lr": 7.30957405258539e-06, "data_time": 0.009348344802856446, "grad_norm": 84.08084449768066, "loss": 28.52953176498413, "decode.loss_cls": 0.8158539310097694, "decode.loss_mask": 0.7844550669193268, "decode.loss_dice": 1.0867170244455338, "decode.d0.loss_cls": 2.175260317325592, "decode.d0.loss_mask": 0.8406418144702912, "decode.d0.loss_dice": 1.2194101095199585, "decode.d1.loss_cls": 0.9180290520191192, "decode.d1.loss_mask": 0.7693834364414215, "decode.d1.loss_dice": 1.1398234426975251, "decode.d2.loss_cls": 0.7801289841532707, "decode.d2.loss_mask": 0.8047195792198181, "decode.d2.loss_dice": 1.1440488249063492, "decode.d3.loss_cls": 0.7791700780391693, "decode.d3.loss_mask": 0.792969810962677, "decode.d3.loss_dice": 1.078780460357666, "decode.d4.loss_cls": 0.831588189303875, "decode.d4.loss_mask": 0.7949118822813034, "decode.d4.loss_dice": 1.0731905698776245, "decode.d5.loss_cls": 0.8430342227220535, "decode.d5.loss_mask": 0.7854790419340134, "decode.d5.loss_dice": 1.064489307999611, "decode.d6.loss_cls": 0.7974555864930153, "decode.d6.loss_mask": 0.7979213833808899, "decode.d6.loss_dice": 1.0618391156196594, "decode.d7.loss_cls": 0.7712673798203469, "decode.d7.loss_mask": 0.8048470586538314, "decode.d7.loss_dice": 1.0794247686862946, "decode.d8.loss_cls": 0.7786787614226341, "decode.d8.loss_mask": 0.8072055071592331, "decode.d8.loss_dice": 1.1088077545166015, "time": 0.5332410097122192, "memory": 7216, "step": 47050}
{"lr": 7.306661807220175e-06, "data_time": 0.009317135810852051, "grad_norm": 96.04226570129394, "loss": 28.54770588874817, "decode.loss_cls": 0.8551722511649131, "decode.loss_mask": 0.7092125870287418, "decode.loss_dice": 1.0394988477230072, "decode.d0.loss_cls": 2.282749879360199, "decode.d0.loss_mask": 0.7657587341964245, "decode.d0.loss_dice": 1.2461243703961373, "decode.d1.loss_cls": 1.0535390019416808, "decode.d1.loss_mask": 0.7685089379549026, "decode.d1.loss_dice": 1.1125720918178559, "decode.d2.loss_cls": 0.9624151676893234, "decode.d2.loss_mask": 0.7146744333207607, "decode.d2.loss_dice": 1.0817512258887292, "decode.d3.loss_cls": 0.9080967634916306, "decode.d3.loss_mask": 0.7486377447843552, "decode.d3.loss_dice": 1.0548753030598164, "decode.d4.loss_cls": 0.9484128102660179, "decode.d4.loss_mask": 0.699634387344122, "decode.d4.loss_dice": 1.045292752981186, "decode.d5.loss_cls": 0.9311516523361206, "decode.d5.loss_mask": 0.710979824513197, "decode.d5.loss_dice": 0.9982201613485813, "decode.d6.loss_cls": 0.8508032962679863, "decode.d6.loss_mask": 0.7302236169576645, "decode.d6.loss_dice": 1.0746358290314675, "decode.d7.loss_cls": 0.9048888675868512, "decode.d7.loss_mask": 0.7077941328287125, "decode.d7.loss_dice": 1.0382674515247345, "decode.d8.loss_cls": 0.8645050697028637, "decode.d8.loss_mask": 0.7076441623270512, "decode.d8.loss_dice": 1.0316641926765442, "time": 0.5314553499221801, "memory": 7242, "step": 47100}
{"lr": 7.303749432877558e-06, "data_time": 0.009336376190185547, "grad_norm": 88.00841941833497, "loss": 29.610027408599855, "decode.loss_cls": 0.827685683965683, "decode.loss_mask": 0.8059878379106522, "decode.loss_dice": 1.0793519973754884, "decode.d0.loss_cls": 2.4794274091720583, "decode.d0.loss_mask": 0.8952952563762665, "decode.d0.loss_dice": 1.1844368934631349, "decode.d1.loss_cls": 0.9893759399652481, "decode.d1.loss_mask": 0.8357262969017029, "decode.d1.loss_dice": 1.1776265740394591, "decode.d2.loss_cls": 0.8369637578725815, "decode.d2.loss_mask": 0.8259600907564163, "decode.d2.loss_dice": 1.1428590297698975, "decode.d3.loss_cls": 0.8366369560360909, "decode.d3.loss_mask": 0.8305607825517655, "decode.d3.loss_dice": 1.1058077037334442, "decode.d4.loss_cls": 0.7944579988718032, "decode.d4.loss_mask": 0.8216509550809861, "decode.d4.loss_dice": 1.100514042377472, "decode.d5.loss_cls": 0.8219640865921974, "decode.d5.loss_mask": 0.8158702671527862, "decode.d5.loss_dice": 1.110160881280899, "decode.d6.loss_cls": 0.8948751613497734, "decode.d6.loss_mask": 0.8001185029745101, "decode.d6.loss_dice": 1.0669427394866944, "decode.d7.loss_cls": 0.9129937008023262, "decode.d7.loss_mask": 0.7888584852218627, "decode.d7.loss_dice": 1.0645152628421783, "decode.d8.loss_cls": 0.8999855309724808, "decode.d8.loss_mask": 0.795014175772667, "decode.d8.loss_dice": 1.0684045076370239, "time": 0.5559543609619141, "memory": 7265, "step": 47150}
{"lr": 7.300836929494659e-06, "data_time": 0.009267377853393554, "grad_norm": 80.08857803344726, "loss": 28.767697238922118, "decode.loss_cls": 0.6853861182928085, "decode.loss_mask": 0.7060048669576645, "decode.loss_dice": 1.167375883460045, "decode.d0.loss_cls": 2.471975326538086, "decode.d0.loss_mask": 0.8005810588598251, "decode.d0.loss_dice": 1.4067933708429337, "decode.d1.loss_cls": 0.9374456197023392, "decode.d1.loss_mask": 0.69816455245018, "decode.d1.loss_dice": 1.2776655733585358, "decode.d2.loss_cls": 0.8683704286813736, "decode.d2.loss_mask": 0.7160775840282441, "decode.d2.loss_dice": 1.223982284963131, "decode.d3.loss_cls": 0.7914961546659469, "decode.d3.loss_mask": 0.695580518245697, "decode.d3.loss_dice": 1.1829144433140755, "decode.d4.loss_cls": 0.7808821350336075, "decode.d4.loss_mask": 0.7107686102390289, "decode.d4.loss_dice": 1.1940948456525802, "decode.d5.loss_cls": 0.727486577630043, "decode.d5.loss_mask": 0.7111893340945243, "decode.d5.loss_dice": 1.177518394589424, "decode.d6.loss_cls": 0.7211011856794357, "decode.d6.loss_mask": 0.7256024375557899, "decode.d6.loss_dice": 1.214059779047966, "decode.d7.loss_cls": 0.6877533078193665, "decode.d7.loss_mask": 0.726659482717514, "decode.d7.loss_dice": 1.1907268643379212, "decode.d8.loss_cls": 0.7263722896575928, "decode.d8.loss_mask": 0.6873452857136726, "decode.d8.loss_dice": 1.1563228219747543, "time": 0.532505202293396, "memory": 7219, "step": 47200}
{"lr": 7.29792429700857e-06, "data_time": 0.009439802169799805, "grad_norm": 83.89666175842285, "loss": 21.13387565612793, "decode.loss_cls": 0.5074504867196084, "decode.loss_mask": 0.6218549937009812, "decode.loss_dice": 0.7666669875383377, "decode.d0.loss_cls": 2.0003420770168305, "decode.d0.loss_mask": 0.6748354405164718, "decode.d0.loss_dice": 0.8717798829078675, "decode.d1.loss_cls": 0.6454357504844666, "decode.d1.loss_mask": 0.6609614223241806, "decode.d1.loss_dice": 0.8293011814355851, "decode.d2.loss_cls": 0.7131083562970162, "decode.d2.loss_mask": 0.6293921202421189, "decode.d2.loss_dice": 0.8098679035902023, "decode.d3.loss_cls": 0.6185510933399201, "decode.d3.loss_mask": 0.5827927023172379, "decode.d3.loss_dice": 0.7678089082241059, "decode.d4.loss_cls": 0.58247886672616, "decode.d4.loss_mask": 0.5865998774766922, "decode.d4.loss_dice": 0.7641454130411148, "decode.d5.loss_cls": 0.5618487030267716, "decode.d5.loss_mask": 0.5657104462385177, "decode.d5.loss_dice": 0.75260149538517, "decode.d6.loss_cls": 0.6022710785269737, "decode.d6.loss_mask": 0.5711375415325165, "decode.d6.loss_dice": 0.7268253237009048, "decode.d7.loss_cls": 0.5497292131185532, "decode.d7.loss_mask": 0.5699536025524139, "decode.d7.loss_dice": 0.7452761471271515, "decode.d8.loss_cls": 0.5053783476352691, "decode.d8.loss_mask": 0.6132948428392411, "decode.d8.loss_dice": 0.7364759057760238, "time": 0.531956148147583, "memory": 7233, "step": 47250}
{"lr": 7.29501153535631e-06, "data_time": 0.009262633323669434, "grad_norm": 82.25298156738282, "loss": 22.705420446395873, "decode.loss_cls": 0.7234224252402782, "decode.loss_mask": 0.504190382361412, "decode.loss_dice": 0.8026612490415573, "decode.d0.loss_cls": 2.2233877182006836, "decode.d0.loss_mask": 0.5907735764980316, "decode.d0.loss_dice": 0.948257052898407, "decode.d1.loss_cls": 0.7877632826566696, "decode.d1.loss_mask": 0.5652032539248466, "decode.d1.loss_dice": 0.8726341456174851, "decode.d2.loss_cls": 0.8006259232759476, "decode.d2.loss_mask": 0.5526989877223969, "decode.d2.loss_dice": 0.8284973740577698, "decode.d3.loss_cls": 0.7768111102283001, "decode.d3.loss_mask": 0.5017276585102082, "decode.d3.loss_dice": 0.8037233501672745, "decode.d4.loss_cls": 0.730742447078228, "decode.d4.loss_mask": 0.5519664779305458, "decode.d4.loss_dice": 0.835380956530571, "decode.d5.loss_cls": 0.7333595938980579, "decode.d5.loss_mask": 0.5101376995444298, "decode.d5.loss_dice": 0.8168706953525543, "decode.d6.loss_cls": 0.7356932833790779, "decode.d6.loss_mask": 0.514985316991806, "decode.d6.loss_dice": 0.8288119345903396, "decode.d7.loss_cls": 0.7386334739625454, "decode.d7.loss_mask": 0.5195458501577377, "decode.d7.loss_dice": 0.8171958297491073, "decode.d8.loss_cls": 0.7599575392901897, "decode.d8.loss_mask": 0.5151647657155991, "decode.d8.loss_dice": 0.8145970553159714, "time": 0.5301573753356934, "memory": 7197, "step": 47300}
{"lr": 7.292098644474838e-06, "data_time": 0.00951390266418457, "grad_norm": 77.5560260772705, "loss": 24.639283752441408, "decode.loss_cls": 0.5178182020783424, "decode.loss_mask": 0.6751940906047821, "decode.loss_dice": 0.9883628606796264, "decode.d0.loss_cls": 2.0857028484344484, "decode.d0.loss_mask": 0.7382712557911872, "decode.d0.loss_dice": 1.169335401058197, "decode.d1.loss_cls": 0.7532610639929771, "decode.d1.loss_mask": 0.6963178217411041, "decode.d1.loss_dice": 1.070954793691635, "decode.d2.loss_cls": 0.6112790942192078, "decode.d2.loss_mask": 0.6917303711175918, "decode.d2.loss_dice": 1.0315176665782928, "decode.d3.loss_cls": 0.5569937333464623, "decode.d3.loss_mask": 0.6813811987638474, "decode.d3.loss_dice": 1.0425994932651519, "decode.d4.loss_cls": 0.6680039629340172, "decode.d4.loss_mask": 0.6807765111327171, "decode.d4.loss_dice": 0.9721540123224258, "decode.d5.loss_cls": 0.6347524479031563, "decode.d5.loss_mask": 0.7048761501908303, "decode.d5.loss_dice": 0.9789673328399658, "decode.d6.loss_cls": 0.5708139687776566, "decode.d6.loss_mask": 0.6707428902387619, "decode.d6.loss_dice": 0.993392550945282, "decode.d7.loss_cls": 0.5582106187939644, "decode.d7.loss_mask": 0.6727389231324196, "decode.d7.loss_dice": 0.9866539120674134, "decode.d8.loss_cls": 0.5645592451095581, "decode.d8.loss_mask": 0.6710370153188705, "decode.d8.loss_dice": 1.000885510444641, "time": 0.5311299800872803, "memory": 7205, "step": 47350}
{"lr": 7.289185624301062e-06, "data_time": 0.00921318531036377, "grad_norm": 95.49722213745117, "loss": 25.968832111358644, "decode.loss_cls": 0.8037394300103188, "decode.loss_mask": 0.6998525708913803, "decode.loss_dice": 0.8161974281072617, "decode.d0.loss_cls": 2.386354053020477, "decode.d0.loss_mask": 0.8043628692626953, "decode.d0.loss_dice": 0.9405787289142609, "decode.d1.loss_cls": 1.0359749808907508, "decode.d1.loss_mask": 0.77370083630085, "decode.d1.loss_dice": 0.9161179184913635, "decode.d2.loss_cls": 0.8694932796061039, "decode.d2.loss_mask": 0.7494960844516754, "decode.d2.loss_dice": 0.8503997981548309, "decode.d3.loss_cls": 0.7908344089984893, "decode.d3.loss_mask": 0.7300381928682327, "decode.d3.loss_dice": 0.8685545355081559, "decode.d4.loss_cls": 0.8445068880915642, "decode.d4.loss_mask": 0.7194444358348846, "decode.d4.loss_dice": 0.8534010767936706, "decode.d5.loss_cls": 0.8248070575296879, "decode.d5.loss_mask": 0.6986414968967438, "decode.d5.loss_dice": 0.8357682228088379, "decode.d6.loss_cls": 0.7827333256602287, "decode.d6.loss_mask": 0.7268970787525177, "decode.d6.loss_dice": 0.8540861129760742, "decode.d7.loss_cls": 0.8260105952620507, "decode.d7.loss_mask": 0.7170358240604401, "decode.d7.loss_dice": 0.8614788949489594, "decode.d8.loss_cls": 0.7731546327471733, "decode.d8.loss_mask": 0.7366709291934967, "decode.d8.loss_dice": 0.8785011053085328, "time": 0.5283411502838135, "memory": 7243, "step": 47400}
{"lr": 7.286272474771828e-06, "data_time": 0.009127116203308106, "grad_norm": 81.01313018798828, "loss": 24.008889770507814, "decode.loss_cls": 0.5203409269452095, "decode.loss_mask": 0.6720651626586914, "decode.loss_dice": 0.976367199420929, "decode.d0.loss_cls": 1.9816858291625976, "decode.d0.loss_mask": 0.7072602152824402, "decode.d0.loss_dice": 1.095111110806465, "decode.d1.loss_cls": 0.7568354785442353, "decode.d1.loss_mask": 0.6681262165307998, "decode.d1.loss_dice": 1.0257509857416154, "decode.d2.loss_cls": 0.5963776782155037, "decode.d2.loss_mask": 0.6764299094676971, "decode.d2.loss_dice": 1.0162739694118499, "decode.d3.loss_cls": 0.6188319638371468, "decode.d3.loss_mask": 0.6558710873126984, "decode.d3.loss_dice": 0.9612223029136657, "decode.d4.loss_cls": 0.6188715763390065, "decode.d4.loss_mask": 0.6606625020503998, "decode.d4.loss_dice": 0.9725395321846009, "decode.d5.loss_cls": 0.5603361055254936, "decode.d5.loss_mask": 0.6582458645105362, "decode.d5.loss_dice": 0.9981223434209824, "decode.d6.loss_cls": 0.5667519457638264, "decode.d6.loss_mask": 0.6676674246788025, "decode.d6.loss_dice": 0.9770534217357636, "decode.d7.loss_cls": 0.6024441137909889, "decode.d7.loss_mask": 0.6583347514271736, "decode.d7.loss_dice": 0.968434339761734, "decode.d8.loss_cls": 0.5192416958510876, "decode.d8.loss_mask": 0.6755972117185592, "decode.d8.loss_dice": 0.9760363012552261, "time": 0.5288426160812378, "memory": 7282, "step": 47450}
{"lr": 7.2833591958239216e-06, "data_time": 0.00933680534362793, "grad_norm": 89.31058807373047, "loss": 25.025119686126708, "decode.loss_cls": 0.6623866997659207, "decode.loss_mask": 0.7121160358190537, "decode.loss_dice": 0.9234495729207992, "decode.d0.loss_cls": 2.304558825492859, "decode.d0.loss_mask": 0.7603589773178101, "decode.d0.loss_dice": 1.0532229334115981, "decode.d1.loss_cls": 0.8092838898301125, "decode.d1.loss_mask": 0.7509769409894943, "decode.d1.loss_dice": 0.968039482831955, "decode.d2.loss_cls": 0.6813280679285526, "decode.d2.loss_mask": 0.7122546285390854, "decode.d2.loss_dice": 0.9525419056415558, "decode.d3.loss_cls": 0.7128771655261517, "decode.d3.loss_mask": 0.7015968561172485, "decode.d3.loss_dice": 0.9226586908102036, "decode.d4.loss_cls": 0.6598581746220589, "decode.d4.loss_mask": 0.6934583336114883, "decode.d4.loss_dice": 0.919597041606903, "decode.d5.loss_cls": 0.6835557363927365, "decode.d5.loss_mask": 0.6895525634288788, "decode.d5.loss_dice": 0.9257680594921112, "decode.d6.loss_cls": 0.6089042291045189, "decode.d6.loss_mask": 0.730931493639946, "decode.d6.loss_dice": 0.9371608316898346, "decode.d7.loss_cls": 0.6166843168437481, "decode.d7.loss_mask": 0.7377615511417389, "decode.d7.loss_dice": 0.9171983629465104, "decode.d8.loss_cls": 0.597995913028717, "decode.d8.loss_mask": 0.7564826816320419, "decode.d8.loss_dice": 0.9225584477186203, "time": 0.5288853406906128, "memory": 7199, "step": 47500}
{"lr": 7.280445787394067e-06, "data_time": 0.009167075157165527, "grad_norm": 91.49392509460449, "loss": 26.828132534027098, "decode.loss_cls": 0.7709074214100837, "decode.loss_mask": 0.7876498758792877, "decode.loss_dice": 0.8823653280735015, "decode.d0.loss_cls": 2.408366882801056, "decode.d0.loss_mask": 0.8119937747716903, "decode.d0.loss_dice": 1.0340403228998185, "decode.d1.loss_cls": 0.9848195612430573, "decode.d1.loss_mask": 0.8353976249694824, "decode.d1.loss_dice": 0.9905999094247818, "decode.d2.loss_cls": 0.9155894160270691, "decode.d2.loss_mask": 0.7566482126712799, "decode.d2.loss_dice": 0.9195324048399925, "decode.d3.loss_cls": 0.8319509640336037, "decode.d3.loss_mask": 0.7680157482624054, "decode.d3.loss_dice": 0.9014502435922622, "decode.d4.loss_cls": 0.8643638834357261, "decode.d4.loss_mask": 0.7561445623636246, "decode.d4.loss_dice": 0.902654056251049, "decode.d5.loss_cls": 0.8141612015664578, "decode.d5.loss_mask": 0.7487457126379014, "decode.d5.loss_dice": 0.8935967087745667, "decode.d6.loss_cls": 0.7544921658933162, "decode.d6.loss_mask": 0.7745218098163604, "decode.d6.loss_dice": 0.9052606344223022, "decode.d7.loss_cls": 0.7724322602152824, "decode.d7.loss_mask": 0.7475755870342254, "decode.d7.loss_dice": 0.8780900493264199, "decode.d8.loss_cls": 0.7716828942298889, "decode.d8.loss_mask": 0.761711573600769, "decode.d8.loss_dice": 0.8833714574575424, "time": 0.531260323524475, "memory": 7254, "step": 47550}
{"lr": 7.27753224941893e-06, "data_time": 0.009063386917114257, "grad_norm": 81.86201324462891, "loss": 29.253027629852294, "decode.loss_cls": 0.827866692841053, "decode.loss_mask": 0.6572131603956223, "decode.loss_dice": 1.1751403212547302, "decode.d0.loss_cls": 2.3472382187843324, "decode.d0.loss_mask": 0.7432995229959488, "decode.d0.loss_dice": 1.4375999331474305, "decode.d1.loss_cls": 0.9985767394304276, "decode.d1.loss_mask": 0.6685630440711975, "decode.d1.loss_dice": 1.339542981982231, "decode.d2.loss_cls": 0.8443703666329384, "decode.d2.loss_mask": 0.6818475276231766, "decode.d2.loss_dice": 1.3051157534122466, "decode.d3.loss_cls": 0.8101998805999756, "decode.d3.loss_mask": 0.6668677926063538, "decode.d3.loss_dice": 1.2298478335142136, "decode.d4.loss_cls": 0.8072101980447769, "decode.d4.loss_mask": 0.6743281811475754, "decode.d4.loss_dice": 1.2195537686347961, "decode.d5.loss_cls": 0.7872885763645172, "decode.d5.loss_mask": 0.6753393232822418, "decode.d5.loss_dice": 1.2274676442146302, "decode.d6.loss_cls": 0.85812898427248, "decode.d6.loss_mask": 0.668559342622757, "decode.d6.loss_dice": 1.1984173148870467, "decode.d7.loss_cls": 0.8634738713502884, "decode.d7.loss_mask": 0.6633616864681244, "decode.d7.loss_dice": 1.2050896793603898, "decode.d8.loss_cls": 0.8212903752923012, "decode.d8.loss_mask": 0.6559813290834426, "decode.d8.loss_dice": 1.1942476153373718, "time": 0.530634593963623, "memory": 7282, "step": 47600}
{"lr": 7.274618581835132e-06, "data_time": 0.009316849708557128, "grad_norm": 88.50964050292968, "loss": 26.398984241485596, "decode.loss_cls": 0.6348405718803406, "decode.loss_mask": 0.757489463686943, "decode.loss_dice": 1.0131055682897567, "decode.d0.loss_cls": 2.1435362577438353, "decode.d0.loss_mask": 0.9229897141456604, "decode.d0.loss_dice": 1.213509851694107, "decode.d1.loss_cls": 0.764387184381485, "decode.d1.loss_mask": 0.777187505364418, "decode.d1.loss_dice": 1.0736230581998825, "decode.d2.loss_cls": 0.6720465302467347, "decode.d2.loss_mask": 0.7905163049697876, "decode.d2.loss_dice": 1.0447498381137847, "decode.d3.loss_cls": 0.6434788972139358, "decode.d3.loss_mask": 0.7869654774665833, "decode.d3.loss_dice": 1.0404525399208069, "decode.d4.loss_cls": 0.6638866364955902, "decode.d4.loss_mask": 0.7894188582897186, "decode.d4.loss_dice": 1.0218194007873536, "decode.d5.loss_cls": 0.6399731531739234, "decode.d5.loss_mask": 0.7834538251161576, "decode.d5.loss_dice": 1.0158897280693053, "decode.d6.loss_cls": 0.5806812375783921, "decode.d6.loss_mask": 0.7771435916423798, "decode.d6.loss_dice": 1.0136634230613708, "decode.d7.loss_cls": 0.6300716072320938, "decode.d7.loss_mask": 0.7665767788887023, "decode.d7.loss_dice": 1.0236192435026168, "decode.d8.loss_cls": 0.6394605785608292, "decode.d8.loss_mask": 0.7719720602035522, "decode.d8.loss_dice": 1.0024754405021667, "time": 0.5305631160736084, "memory": 7285, "step": 47650}
{"lr": 7.271704784579213e-06, "data_time": 0.009152388572692871, "grad_norm": 98.23669738769532, "loss": 24.859711837768554, "decode.loss_cls": 0.6329151451587677, "decode.loss_mask": 0.6028063923120499, "decode.loss_dice": 0.9564277023077011, "decode.d0.loss_cls": 2.361004078388214, "decode.d0.loss_mask": 0.6535001665353775, "decode.d0.loss_dice": 1.1243199437856675, "decode.d1.loss_cls": 0.8309329301118851, "decode.d1.loss_mask": 0.6920152425765991, "decode.d1.loss_dice": 1.0942666798830032, "decode.d2.loss_cls": 0.7393201172351838, "decode.d2.loss_mask": 0.6456209152936936, "decode.d2.loss_dice": 1.0424852639436721, "decode.d3.loss_cls": 0.7059653013944626, "decode.d3.loss_mask": 0.6169348657131195, "decode.d3.loss_dice": 0.9432061553001404, "decode.d4.loss_cls": 0.6780609607696533, "decode.d4.loss_mask": 0.63087956905365, "decode.d4.loss_dice": 0.9350613087415696, "decode.d5.loss_cls": 0.6632058531045913, "decode.d5.loss_mask": 0.6311255604028702, "decode.d5.loss_dice": 0.9794918775558472, "decode.d6.loss_cls": 0.6716832756996155, "decode.d6.loss_mask": 0.6197192877531051, "decode.d6.loss_dice": 0.9642662435770035, "decode.d7.loss_cls": 0.6382777750492096, "decode.d7.loss_mask": 0.6298325687646866, "decode.d7.loss_dice": 0.9740209400653839, "decode.d8.loss_cls": 0.6331086814403534, "decode.d8.loss_mask": 0.608573654294014, "decode.d8.loss_dice": 0.9606819659471512, "time": 0.5282322883605957, "memory": 7193, "step": 47700}
{"lr": 7.2687908575876595e-06, "data_time": 0.009592914581298828, "grad_norm": 88.8017791748047, "loss": 21.654055786132812, "decode.loss_cls": 0.46889635920524597, "decode.loss_mask": 0.6782549023628235, "decode.loss_dice": 0.8223266780376435, "decode.d0.loss_cls": 1.684917438030243, "decode.d0.loss_mask": 0.7902298897504807, "decode.d0.loss_dice": 0.9423163264989853, "decode.d1.loss_cls": 0.5471368476748466, "decode.d1.loss_mask": 0.7427368402481079, "decode.d1.loss_dice": 0.8737023174762726, "decode.d2.loss_cls": 0.6011880792677402, "decode.d2.loss_mask": 0.6830540269613266, "decode.d2.loss_dice": 0.8420404314994812, "decode.d3.loss_cls": 0.5088444150984287, "decode.d3.loss_mask": 0.688352857530117, "decode.d3.loss_dice": 0.8339880257844925, "decode.d4.loss_cls": 0.4894515722990036, "decode.d4.loss_mask": 0.683685539662838, "decode.d4.loss_dice": 0.8458233505487442, "decode.d5.loss_cls": 0.5018346033990383, "decode.d5.loss_mask": 0.6812625274062156, "decode.d5.loss_dice": 0.8217989861965179, "decode.d6.loss_cls": 0.49036223292350767, "decode.d6.loss_mask": 0.6883392542600631, "decode.d6.loss_dice": 0.8243153870105744, "decode.d7.loss_cls": 0.47575039267539976, "decode.d7.loss_mask": 0.6797155335545539, "decode.d7.loss_dice": 0.8162805169820786, "decode.d8.loss_cls": 0.45533316358923914, "decode.d8.loss_mask": 0.6783840760588646, "decode.d8.loss_dice": 0.813731960952282, "time": 0.5282861709594726, "memory": 7222, "step": 47750}
{"lr": 7.2658768007969105e-06, "data_time": 0.009148073196411134, "grad_norm": 89.00659866333008, "loss": 24.592738151550293, "decode.loss_cls": 0.5446357384324074, "decode.loss_mask": 0.7368900865316391, "decode.loss_dice": 0.9410776734352112, "decode.d0.loss_cls": 2.0975433230400085, "decode.d0.loss_mask": 0.8206116855144501, "decode.d0.loss_dice": 1.0836382448673247, "decode.d1.loss_cls": 0.7814709082245826, "decode.d1.loss_mask": 0.7585040301084518, "decode.d1.loss_dice": 1.0645579397678375, "decode.d2.loss_cls": 0.6593807905912399, "decode.d2.loss_mask": 0.7382669121026992, "decode.d2.loss_dice": 0.9476929008960724, "decode.d3.loss_cls": 0.6002281941473484, "decode.d3.loss_mask": 0.7359192997217179, "decode.d3.loss_dice": 0.9427539706230164, "decode.d4.loss_cls": 0.5555011793971062, "decode.d4.loss_mask": 0.7396122723817825, "decode.d4.loss_dice": 0.9546677350997925, "decode.d5.loss_cls": 0.5396613247692585, "decode.d5.loss_mask": 0.7406716108322143, "decode.d5.loss_dice": 0.9437958657741546, "decode.d6.loss_cls": 0.6075347982347011, "decode.d6.loss_mask": 0.7016722023487091, "decode.d6.loss_dice": 0.9203314900398254, "decode.d7.loss_cls": 0.5943330369889737, "decode.d7.loss_mask": 0.7032986968755722, "decode.d7.loss_dice": 0.9168907999992371, "decode.d8.loss_cls": 0.5623177260160446, "decode.d8.loss_mask": 0.7189577132463455, "decode.d8.loss_dice": 0.9403205275535583, "time": 0.5301641702651978, "memory": 7227, "step": 47800}
{"lr": 7.262962614143337e-06, "data_time": 0.009185433387756348, "grad_norm": 82.90236968994141, "loss": 24.86602759361267, "decode.loss_cls": 0.6512684293091298, "decode.loss_mask": 0.5111698523163796, "decode.loss_dice": 1.1226115807890893, "decode.d0.loss_cls": 2.2342798829078676, "decode.d0.loss_mask": 0.5541005596518517, "decode.d0.loss_dice": 1.2182430982589723, "decode.d1.loss_cls": 0.8276661165058613, "decode.d1.loss_mask": 0.5498163551092148, "decode.d1.loss_dice": 1.179244691133499, "decode.d2.loss_cls": 0.7399066291749478, "decode.d2.loss_mask": 0.5299615636467934, "decode.d2.loss_dice": 1.1733727008104324, "decode.d3.loss_cls": 0.727459792047739, "decode.d3.loss_mask": 0.5185968190431595, "decode.d3.loss_dice": 1.108718428760767, "decode.d4.loss_cls": 0.6919252969324589, "decode.d4.loss_mask": 0.5153732851147652, "decode.d4.loss_dice": 1.1030328199267387, "decode.d5.loss_cls": 0.6020331792533398, "decode.d5.loss_mask": 0.5209465950727463, "decode.d5.loss_dice": 1.1049825429916382, "decode.d6.loss_cls": 0.5687881149351597, "decode.d6.loss_mask": 0.5150422886013984, "decode.d6.loss_dice": 1.1030637204647065, "decode.d7.loss_cls": 0.5561211504042148, "decode.d7.loss_mask": 0.5236828789114952, "decode.d7.loss_dice": 1.1184895664453507, "decode.d8.loss_cls": 0.6645590141415596, "decode.d8.loss_mask": 0.5090209305286407, "decode.d8.loss_dice": 1.1225502789020538, "time": 0.5305822372436524, "memory": 7240, "step": 47850}
{"lr": 7.260048297563252e-06, "data_time": 0.009424185752868653, "grad_norm": 90.80023040771485, "loss": 29.246599769592287, "decode.loss_cls": 0.7626134693622589, "decode.loss_mask": 0.7663372606039047, "decode.loss_dice": 1.131506198644638, "decode.d0.loss_cls": 2.4311869382858275, "decode.d0.loss_mask": 0.8853437930345536, "decode.d0.loss_dice": 1.4125373244285584, "decode.d1.loss_cls": 0.9277988031506539, "decode.d1.loss_mask": 0.8070022165775299, "decode.d1.loss_dice": 1.2515418648719787, "decode.d2.loss_cls": 0.856834614276886, "decode.d2.loss_mask": 0.7864454180002213, "decode.d2.loss_dice": 1.2149453938007355, "decode.d3.loss_cls": 0.7927260413765908, "decode.d3.loss_mask": 0.7691739827394486, "decode.d3.loss_dice": 1.1447504043579102, "decode.d4.loss_cls": 0.7632538586854934, "decode.d4.loss_mask": 0.7630317211151123, "decode.d4.loss_dice": 1.1402344524860382, "decode.d5.loss_cls": 0.7434678509831428, "decode.d5.loss_mask": 0.7574954926967621, "decode.d5.loss_dice": 1.1399806618690491, "decode.d6.loss_cls": 0.7331916883587837, "decode.d6.loss_mask": 0.7658318400382995, "decode.d6.loss_dice": 1.1746662259101868, "decode.d7.loss_cls": 0.7593921378254891, "decode.d7.loss_mask": 0.771280300617218, "decode.d7.loss_dice": 1.1516440868377686, "decode.d8.loss_cls": 0.7458375930786133, "decode.d8.loss_mask": 0.7589376151561738, "decode.d8.loss_dice": 1.1376099169254303, "time": 0.5304179191589355, "memory": 7207, "step": 47900}
{"lr": 7.257133850992896e-06, "data_time": 0.009163522720336914, "grad_norm": 81.21115417480469, "loss": 24.30707893371582, "decode.loss_cls": 0.7171628206968308, "decode.loss_mask": 0.6596088647842407, "decode.loss_dice": 0.8246573477983474, "decode.d0.loss_cls": 2.0657557606697083, "decode.d0.loss_mask": 0.7629364967346192, "decode.d0.loss_dice": 0.9941040426492691, "decode.d1.loss_cls": 1.0122561603784561, "decode.d1.loss_mask": 0.646797040104866, "decode.d1.loss_dice": 0.8665782302618027, "decode.d2.loss_cls": 0.7943196296691895, "decode.d2.loss_mask": 0.6992392271757126, "decode.d2.loss_dice": 0.8850538849830627, "decode.d3.loss_cls": 0.8406656056642532, "decode.d3.loss_mask": 0.6432607486844063, "decode.d3.loss_dice": 0.8211887776851654, "decode.d4.loss_cls": 0.8071541845798492, "decode.d4.loss_mask": 0.6356799155473709, "decode.d4.loss_dice": 0.8249220669269561, "decode.d5.loss_cls": 0.7620924666523934, "decode.d5.loss_mask": 0.6423664718866349, "decode.d5.loss_dice": 0.8149707674980163, "decode.d6.loss_cls": 0.7118414908647537, "decode.d6.loss_mask": 0.6644428044557571, "decode.d6.loss_dice": 0.8040252208709717, "decode.d7.loss_cls": 0.7083227127790451, "decode.d7.loss_mask": 0.6655196875333786, "decode.d7.loss_dice": 0.8136443257331848, "decode.d8.loss_cls": 0.7379807889461517, "decode.d8.loss_mask": 0.6617767065763474, "decode.d8.loss_dice": 0.8187540531158447, "time": 0.5556871175765992, "memory": 7198, "step": 47950}
{"lr": 7.254219274368474e-06, "data_time": 0.00926504135131836, "grad_norm": 89.02560577392578, "loss": 26.625899982452392, "decode.loss_cls": 0.7671204015612603, "decode.loss_mask": 0.8336504161357879, "decode.loss_dice": 0.8487422108650208, "decode.d0.loss_cls": 2.1501125931739806, "decode.d0.loss_mask": 0.8454110264778137, "decode.d0.loss_dice": 0.9638202637434006, "decode.d1.loss_cls": 0.8364590972661972, "decode.d1.loss_mask": 0.8654727876186371, "decode.d1.loss_dice": 0.9338380232453346, "decode.d2.loss_cls": 0.8137933671474457, "decode.d2.loss_mask": 0.8388944447040558, "decode.d2.loss_dice": 0.9069901809096337, "decode.d3.loss_cls": 0.8852038323879242, "decode.d3.loss_mask": 0.8071767240762711, "decode.d3.loss_dice": 0.8595974653959274, "decode.d4.loss_cls": 0.7942206658422947, "decode.d4.loss_mask": 0.8695057332515717, "decode.d4.loss_dice": 0.8904641181230545, "decode.d5.loss_cls": 0.832493570446968, "decode.d5.loss_mask": 0.8496026813983917, "decode.d5.loss_dice": 0.8720999225974083, "decode.d6.loss_cls": 0.746810045838356, "decode.d6.loss_mask": 0.8486306935548782, "decode.d6.loss_dice": 0.866232106089592, "decode.d7.loss_cls": 0.7623450368642807, "decode.d7.loss_mask": 0.8475286453962326, "decode.d7.loss_dice": 0.856120303273201, "decode.d8.loss_cls": 0.7285536408424378, "decode.d8.loss_mask": 0.8504256576299667, "decode.d8.loss_dice": 0.8545840337872506, "time": 0.5300381660461426, "memory": 7197, "step": 48000}
{"lr": 7.2513045676261205e-06, "data_time": 0.009350872039794922, "grad_norm": 92.00957336425782, "loss": 24.311384201049805, "decode.loss_cls": 0.5328237060457468, "decode.loss_mask": 0.7291616007685662, "decode.loss_dice": 0.9119007229804993, "decode.d0.loss_cls": 2.0229901671409607, "decode.d0.loss_mask": 0.7673485398292541, "decode.d0.loss_dice": 1.0619229823350906, "decode.d1.loss_cls": 0.7455177672207356, "decode.d1.loss_mask": 0.7552555620670318, "decode.d1.loss_dice": 0.9955150276422501, "decode.d2.loss_cls": 0.6614081770181656, "decode.d2.loss_mask": 0.7301707357168198, "decode.d2.loss_dice": 0.9551323771476745, "decode.d3.loss_cls": 0.624363174289465, "decode.d3.loss_mask": 0.7575772076845169, "decode.d3.loss_dice": 0.944731105864048, "decode.d4.loss_cls": 0.601626655459404, "decode.d4.loss_mask": 0.7388348191976547, "decode.d4.loss_dice": 0.9361824870109559, "decode.d5.loss_cls": 0.6084726646542549, "decode.d5.loss_mask": 0.7351292356848717, "decode.d5.loss_dice": 0.9208061546087265, "decode.d6.loss_cls": 0.5987997867166996, "decode.d6.loss_mask": 0.7237308070063591, "decode.d6.loss_dice": 0.9019877880811691, "decode.d7.loss_cls": 0.5581042729318142, "decode.d7.loss_mask": 0.7250821948051452, "decode.d7.loss_dice": 0.896922467648983, "decode.d8.loss_cls": 0.5365881457924843, "decode.d8.loss_mask": 0.7337410435080528, "decode.d8.loss_dice": 0.8995568543672562, "time": 0.5295163631439209, "memory": 7214, "step": 48050}
{"lr": 7.248389730701895e-06, "data_time": 0.009585118293762207, "grad_norm": 87.64850883483886, "loss": 24.383581256866456, "decode.loss_cls": 0.5830883532762527, "decode.loss_mask": 0.6469355374574661, "decode.loss_dice": 0.9731246709823609, "decode.d0.loss_cls": 2.0708128452301025, "decode.d0.loss_mask": 0.768538436293602, "decode.d0.loss_dice": 1.1675128221511841, "decode.d1.loss_cls": 0.7629439428448677, "decode.d1.loss_mask": 0.7175602793693543, "decode.d1.loss_dice": 1.0623606324195862, "decode.d2.loss_cls": 0.5974123015999794, "decode.d2.loss_mask": 0.703993046283722, "decode.d2.loss_dice": 1.001845246553421, "decode.d3.loss_cls": 0.554831500351429, "decode.d3.loss_mask": 0.7187073320150376, "decode.d3.loss_dice": 1.0043658673763276, "decode.d4.loss_cls": 0.5638352036476135, "decode.d4.loss_mask": 0.6880757749080658, "decode.d4.loss_dice": 0.9946828961372376, "decode.d5.loss_cls": 0.5533742651343345, "decode.d5.loss_mask": 0.6876480638980865, "decode.d5.loss_dice": 0.9905316174030304, "decode.d6.loss_cls": 0.5521162167191506, "decode.d6.loss_mask": 0.6658415585756302, "decode.d6.loss_dice": 0.9843115448951721, "decode.d7.loss_cls": 0.5555841997265816, "decode.d7.loss_mask": 0.6667894303798676, "decode.d7.loss_dice": 0.9693072497844696, "decode.d8.loss_cls": 0.54787507802248, "decode.d8.loss_mask": 0.6546938583254814, "decode.d8.loss_dice": 0.9748821020126343, "time": 0.5307060718536377, "memory": 7227, "step": 48100}
{"lr": 7.245474763531822e-06, "data_time": 0.00962843894958496, "grad_norm": 90.18960151672363, "loss": 26.011181831359863, "decode.loss_cls": 0.5952882394194603, "decode.loss_mask": 0.717293518781662, "decode.loss_dice": 1.0689488351345062, "decode.d0.loss_cls": 2.0581698060035705, "decode.d0.loss_mask": 0.7196697667241096, "decode.d0.loss_dice": 1.1907492876052856, "decode.d1.loss_cls": 0.8075977385044097, "decode.d1.loss_mask": 0.7433294415473938, "decode.d1.loss_dice": 1.1847545564174653, "decode.d2.loss_cls": 0.6667525202035904, "decode.d2.loss_mask": 0.7205707594752312, "decode.d2.loss_dice": 1.1172053545713425, "decode.d3.loss_cls": 0.5805493831634522, "decode.d3.loss_mask": 0.7207190647721291, "decode.d3.loss_dice": 1.1104694157838821, "decode.d4.loss_cls": 0.6065244466066361, "decode.d4.loss_mask": 0.7174908682703972, "decode.d4.loss_dice": 1.1020157843828202, "decode.d5.loss_cls": 0.6010336712002754, "decode.d5.loss_mask": 0.7155611827969551, "decode.d5.loss_dice": 1.094504964351654, "decode.d6.loss_cls": 0.5948591217398643, "decode.d6.loss_mask": 0.6919545292854309, "decode.d6.loss_dice": 1.0600241243839263, "decode.d7.loss_cls": 0.6276275351643562, "decode.d7.loss_mask": 0.7051011547446251, "decode.d7.loss_dice": 1.0656838566064835, "decode.d8.loss_cls": 0.6319170400500298, "decode.d8.loss_mask": 0.7157107904553414, "decode.d8.loss_dice": 1.0791037946939468, "time": 0.5301021575927735, "memory": 7171, "step": 48150}
{"lr": 7.242559666051854e-06, "data_time": 0.009724807739257813, "grad_norm": 90.70019607543945, "loss": 34.9031946182251, "decode.loss_cls": 0.8877773016691208, "decode.loss_mask": 0.9043132066726685, "decode.loss_dice": 1.3899331569671631, "decode.d0.loss_cls": 2.303517210483551, "decode.d0.loss_mask": 1.0295887023210526, "decode.d0.loss_dice": 1.7374596416950225, "decode.d1.loss_cls": 1.1153218507766725, "decode.d1.loss_mask": 0.9917468428611755, "decode.d1.loss_dice": 1.6093952238559723, "decode.d2.loss_cls": 1.0003591924905777, "decode.d2.loss_mask": 0.938640496134758, "decode.d2.loss_dice": 1.4800611019134522, "decode.d3.loss_cls": 0.9776396304368973, "decode.d3.loss_mask": 0.9235017716884613, "decode.d3.loss_dice": 1.4416236579418182, "decode.d4.loss_cls": 0.8359366655349731, "decode.d4.loss_mask": 0.9214953005313873, "decode.d4.loss_dice": 1.4332110196352006, "decode.d5.loss_cls": 0.8701865494251251, "decode.d5.loss_mask": 0.922631374001503, "decode.d5.loss_dice": 1.4319338768720626, "decode.d6.loss_cls": 0.8800942689180374, "decode.d6.loss_mask": 0.9355517476797104, "decode.d6.loss_dice": 1.4367655396461487, "decode.d7.loss_cls": 0.8824167221784591, "decode.d7.loss_mask": 0.9275068700313568, "decode.d7.loss_dice": 1.4230542838573457, "decode.d8.loss_cls": 0.8848847687244416, "decode.d8.loss_mask": 0.9278572201728821, "decode.d8.loss_dice": 1.4587878584861755, "time": 0.529266357421875, "memory": 7282, "step": 48200}
{"lr": 7.239644438197875e-06, "data_time": 0.009716534614562988, "grad_norm": 105.14866409301757, "loss": 25.129303550720216, "decode.loss_cls": 0.6077772535383701, "decode.loss_mask": 0.6438851535320282, "decode.loss_dice": 0.9830937951803207, "decode.d0.loss_cls": 2.226154363155365, "decode.d0.loss_mask": 0.6930512070655823, "decode.d0.loss_dice": 1.2334218621253967, "decode.d1.loss_cls": 0.7399462878704071, "decode.d1.loss_mask": 0.673899456858635, "decode.d1.loss_dice": 1.078388911485672, "decode.d2.loss_cls": 0.6189421437680721, "decode.d2.loss_mask": 0.6881843715906143, "decode.d2.loss_dice": 1.113530734181404, "decode.d3.loss_cls": 0.6264556147158146, "decode.d3.loss_mask": 0.6789555251598358, "decode.d3.loss_dice": 1.0754089951515198, "decode.d4.loss_cls": 0.6329108588397503, "decode.d4.loss_mask": 0.6658646315336227, "decode.d4.loss_dice": 1.067636713385582, "decode.d5.loss_cls": 0.584264962375164, "decode.d5.loss_mask": 0.6604576706886292, "decode.d5.loss_dice": 1.0529009640216827, "decode.d6.loss_cls": 0.5956268444657326, "decode.d6.loss_mask": 0.6522162169218063, "decode.d6.loss_dice": 1.022793674468994, "decode.d7.loss_cls": 0.6217114306986332, "decode.d7.loss_mask": 0.6378133893013, "decode.d7.loss_dice": 0.9991105675697327, "decode.d8.loss_cls": 0.6097150433808565, "decode.d8.loss_mask": 0.6475337028503418, "decode.d8.loss_dice": 0.9976515531539917, "time": 0.5311219453811645, "memory": 7278, "step": 48250}
{"lr": 7.236729079905731e-06, "data_time": 0.009790825843811034, "grad_norm": 88.68093032836914, "loss": 28.67439994812012, "decode.loss_cls": 0.6808495186269283, "decode.loss_mask": 0.8237692415714264, "decode.loss_dice": 1.1106992781162262, "decode.d0.loss_cls": 2.256667673587799, "decode.d0.loss_mask": 0.9451563239097596, "decode.d0.loss_dice": 1.3385076344013214, "decode.d1.loss_cls": 0.7610716976225376, "decode.d1.loss_mask": 0.9066766649484634, "decode.d1.loss_dice": 1.2185307323932648, "decode.d2.loss_cls": 0.7279877454042435, "decode.d2.loss_mask": 0.8748431384563446, "decode.d2.loss_dice": 1.1705837070941925, "decode.d3.loss_cls": 0.7188568711280823, "decode.d3.loss_mask": 0.8322401374578476, "decode.d3.loss_dice": 1.120042899250984, "decode.d4.loss_cls": 0.712587533146143, "decode.d4.loss_mask": 0.823558509349823, "decode.d4.loss_dice": 1.1100481867790222, "decode.d5.loss_cls": 0.6467387489974499, "decode.d5.loss_mask": 0.8660349667072296, "decode.d5.loss_dice": 1.1526518672704698, "decode.d6.loss_cls": 0.7177442006766797, "decode.d6.loss_mask": 0.8256590604782105, "decode.d6.loss_dice": 1.0801874816417694, "decode.d7.loss_cls": 0.665966123342514, "decode.d7.loss_mask": 0.8230699688196182, "decode.d7.loss_dice": 1.1345377564430237, "decode.d8.loss_cls": 0.6607620920985937, "decode.d8.loss_mask": 0.8288663327693939, "decode.d8.loss_dice": 1.139504423737526, "time": 0.5341280460357666, "memory": 7267, "step": 48300}
{"lr": 7.233813591111178e-06, "data_time": 0.009704160690307616, "grad_norm": 80.06070976257324, "loss": 30.364312839508056, "decode.loss_cls": 0.7742354810237885, "decode.loss_mask": 0.8207714259624481, "decode.loss_dice": 1.0875852882862092, "decode.d0.loss_cls": 2.69481303691864, "decode.d0.loss_mask": 0.9644561111927032, "decode.d0.loss_dice": 1.3617156744003296, "decode.d1.loss_cls": 1.0835678309202195, "decode.d1.loss_mask": 0.8761580407619476, "decode.d1.loss_dice": 1.20214963555336, "decode.d2.loss_cls": 0.9849379986524582, "decode.d2.loss_mask": 0.8357302665710449, "decode.d2.loss_dice": 1.1292558819055558, "decode.d3.loss_cls": 0.905060388147831, "decode.d3.loss_mask": 0.8252803057432174, "decode.d3.loss_dice": 1.1051576018333436, "decode.d4.loss_cls": 0.8813486471772194, "decode.d4.loss_mask": 0.8181918144226075, "decode.d4.loss_dice": 1.0701746106147767, "decode.d5.loss_cls": 0.8799413532018662, "decode.d5.loss_mask": 0.8130409568548203, "decode.d5.loss_dice": 1.0857165247201919, "decode.d6.loss_cls": 0.8512379094958306, "decode.d6.loss_mask": 0.8068881005048751, "decode.d6.loss_dice": 1.0759336531162262, "decode.d7.loss_cls": 0.8370250180363655, "decode.d7.loss_mask": 0.8129012227058411, "decode.d7.loss_dice": 1.0649472445249557, "decode.d8.loss_cls": 0.8201438844203949, "decode.d8.loss_mask": 0.8122807025909424, "decode.d8.loss_dice": 1.0836656391620636, "time": 0.5598386049270629, "memory": 7236, "step": 48350}
{"lr": 7.230897971749939e-06, "data_time": 0.009670758247375488, "grad_norm": 80.72162399291992, "loss": 27.089015102386476, "decode.loss_cls": 0.4988535299897194, "decode.loss_mask": 0.7637694239616394, "decode.loss_dice": 1.1694276958703995, "decode.d0.loss_cls": 2.0649032473564146, "decode.d0.loss_mask": 0.9149250596761703, "decode.d0.loss_dice": 1.3457276701927186, "decode.d1.loss_cls": 0.8109799057245255, "decode.d1.loss_mask": 0.7839554816484451, "decode.d1.loss_dice": 1.2524375587701797, "decode.d2.loss_cls": 0.6463008970022202, "decode.d2.loss_mask": 0.7197829216718674, "decode.d2.loss_dice": 1.199790346622467, "decode.d3.loss_cls": 0.5996819868683815, "decode.d3.loss_mask": 0.7212070554494858, "decode.d3.loss_dice": 1.1964116245508194, "decode.d4.loss_cls": 0.5749390095472335, "decode.d4.loss_mask": 0.7755275666713715, "decode.d4.loss_dice": 1.189708983898163, "decode.d5.loss_cls": 0.5813813000917435, "decode.d5.loss_mask": 0.7719353497028351, "decode.d5.loss_dice": 1.169174239039421, "decode.d6.loss_cls": 0.5360992178320885, "decode.d6.loss_mask": 0.7654957115650177, "decode.d6.loss_dice": 1.1652247220277787, "decode.d7.loss_cls": 0.5142902329564094, "decode.d7.loss_mask": 0.7670734465122223, "decode.d7.loss_dice": 1.159788927435875, "decode.d8.loss_cls": 0.5101692482829094, "decode.d8.loss_mask": 0.7680962234735489, "decode.d8.loss_dice": 1.1519565045833589, "time": 0.532077693939209, "memory": 7227, "step": 48400}
{"lr": 7.227982221757667e-06, "data_time": 0.009380841255187988, "grad_norm": 86.85490455627442, "loss": 23.863437938690186, "decode.loss_cls": 0.5553609266877174, "decode.loss_mask": 0.6057009816169738, "decode.loss_dice": 0.985156586766243, "decode.d0.loss_cls": 2.1609371662139893, "decode.d0.loss_mask": 0.700837841629982, "decode.d0.loss_dice": 1.1602984011173247, "decode.d1.loss_cls": 0.7274710550904274, "decode.d1.loss_mask": 0.6457377642393112, "decode.d1.loss_dice": 1.098227933049202, "decode.d2.loss_cls": 0.5885022088885308, "decode.d2.loss_mask": 0.6350564181804657, "decode.d2.loss_dice": 1.0634559094905853, "decode.d3.loss_cls": 0.6006560198962688, "decode.d3.loss_mask": 0.6152329772710801, "decode.d3.loss_dice": 1.0078670293092729, "decode.d4.loss_cls": 0.5951011084020138, "decode.d4.loss_mask": 0.6167155116796493, "decode.d4.loss_dice": 1.0224393606185913, "decode.d5.loss_cls": 0.5548362597823143, "decode.d5.loss_mask": 0.613841125369072, "decode.d5.loss_dice": 1.0157304972410202, "decode.d6.loss_cls": 0.48150108978152273, "decode.d6.loss_mask": 0.6216101437807083, "decode.d6.loss_dice": 0.9780054807662963, "decode.d7.loss_cls": 0.4702358335256577, "decode.d7.loss_mask": 0.6271818339824676, "decode.d7.loss_dice": 0.9843636959791183, "decode.d8.loss_cls": 0.5245354972779751, "decode.d8.loss_mask": 0.6167752712965011, "decode.d8.loss_dice": 0.9900655567646026, "time": 0.5311829328536988, "memory": 7251, "step": 48450}
{"lr": 7.225066341069947e-06, "data_time": 0.00937964916229248, "grad_norm": 95.79554901123046, "loss": 24.68605136871338, "decode.loss_cls": 0.700911183655262, "decode.loss_mask": 0.6886783599853515, "decode.loss_dice": 0.8916705340147019, "decode.d0.loss_cls": 2.1268253087997437, "decode.d0.loss_mask": 0.7378743171691895, "decode.d0.loss_dice": 1.0494512647390366, "decode.d1.loss_cls": 0.8983013048768044, "decode.d1.loss_mask": 0.6950695484876632, "decode.d1.loss_dice": 0.894972163438797, "decode.d2.loss_cls": 0.7488231107592582, "decode.d2.loss_mask": 0.6925930067896843, "decode.d2.loss_dice": 0.8819372832775116, "decode.d3.loss_cls": 0.6927886053919792, "decode.d3.loss_mask": 0.6924508899450302, "decode.d3.loss_dice": 0.9048179388046265, "decode.d4.loss_cls": 0.6812068223953247, "decode.d4.loss_mask": 0.7101181462407112, "decode.d4.loss_dice": 0.9111069679260254, "decode.d5.loss_cls": 0.6539571516215801, "decode.d5.loss_mask": 0.6795866221189499, "decode.d5.loss_dice": 0.8834100425243377, "decode.d6.loss_cls": 0.6938543818891049, "decode.d6.loss_mask": 0.6969383180141449, "decode.d6.loss_dice": 0.9078886568546295, "decode.d7.loss_cls": 0.6909079603850842, "decode.d7.loss_mask": 0.7055766373872757, "decode.d7.loss_dice": 0.9195217281579972, "decode.d8.loss_cls": 0.6857790298759937, "decode.d8.loss_mask": 0.6909439533948898, "decode.d8.loss_dice": 0.8780909597873687, "time": 0.5301257133483886, "memory": 7192, "step": 48500}
{"lr": 7.222150329622305e-06, "data_time": 0.009347844123840331, "grad_norm": 86.15272254943848, "loss": 28.195011138916016, "decode.loss_cls": 0.9022746980190277, "decode.loss_mask": 0.6098610818386078, "decode.loss_dice": 1.0959438025951385, "decode.d0.loss_cls": 2.2771738529205323, "decode.d0.loss_mask": 0.6397304773330689, "decode.d0.loss_dice": 1.2424575626850127, "decode.d1.loss_cls": 1.050048553943634, "decode.d1.loss_mask": 0.6301714271306992, "decode.d1.loss_dice": 1.183378803730011, "decode.d2.loss_cls": 0.9335514724254608, "decode.d2.loss_mask": 0.6118721127510071, "decode.d2.loss_dice": 1.1544502913951873, "decode.d3.loss_cls": 0.8753112375736236, "decode.d3.loss_mask": 0.6583440661430359, "decode.d3.loss_dice": 1.1528962552547455, "decode.d4.loss_cls": 0.8532067447900772, "decode.d4.loss_mask": 0.6493642747402191, "decode.d4.loss_dice": 1.1425456762313844, "decode.d5.loss_cls": 0.840898311138153, "decode.d5.loss_mask": 0.6548714160919189, "decode.d5.loss_dice": 1.1306824386119843, "decode.d6.loss_cls": 0.8912768095731736, "decode.d6.loss_mask": 0.6285625606775284, "decode.d6.loss_dice": 1.1519481182098388, "decode.d7.loss_cls": 0.8934543818235398, "decode.d7.loss_mask": 0.6347146987915039, "decode.d7.loss_dice": 1.1148758023977279, "decode.d8.loss_cls": 0.8292472869157791, "decode.d8.loss_mask": 0.63185995221138, "decode.d8.loss_dice": 1.130036759376526, "time": 0.5555056095123291, "memory": 7216, "step": 48550}
{"lr": 7.219234187350216e-06, "data_time": 0.009256243705749512, "grad_norm": 84.68940238952636, "loss": 30.083344650268554, "decode.loss_cls": 0.6601553648710251, "decode.loss_mask": 0.8730423629283905, "decode.loss_dice": 1.1914923161268234, "decode.d0.loss_cls": 2.564399981498718, "decode.d0.loss_mask": 0.9560269594192505, "decode.d0.loss_dice": 1.330604335665703, "decode.d1.loss_cls": 0.8339612543582916, "decode.d1.loss_mask": 0.9254429072141648, "decode.d1.loss_dice": 1.2740198016166686, "decode.d2.loss_cls": 0.7365337401628494, "decode.d2.loss_mask": 0.9173637270927429, "decode.d2.loss_dice": 1.2721219271421433, "decode.d3.loss_cls": 0.6977790102362633, "decode.d3.loss_mask": 0.9096774011850357, "decode.d3.loss_dice": 1.2156002640724182, "decode.d4.loss_cls": 0.6701247856020928, "decode.d4.loss_mask": 0.9064008861780166, "decode.d4.loss_dice": 1.2282388001680373, "decode.d5.loss_cls": 0.6942183539271355, "decode.d5.loss_mask": 0.8817229509353638, "decode.d5.loss_dice": 1.1954640477895737, "decode.d6.loss_cls": 0.6829113960266113, "decode.d6.loss_mask": 0.8635423719882965, "decode.d6.loss_dice": 1.178150910139084, "decode.d7.loss_cls": 0.6818101137876511, "decode.d7.loss_mask": 0.8662631571292877, "decode.d7.loss_dice": 1.1671735435724258, "decode.d8.loss_cls": 0.6528203040361404, "decode.d8.loss_mask": 0.8757669121026993, "decode.d8.loss_dice": 1.180515056848526, "time": 0.532094669342041, "memory": 7284, "step": 48600}
{"lr": 7.216317914189086e-06, "data_time": 0.009352970123291015, "grad_norm": 97.5577781677246, "loss": 32.61000299453735, "decode.loss_cls": 0.8991802647709847, "decode.loss_mask": 0.9689442962408066, "decode.loss_dice": 1.1714340507984162, "decode.d0.loss_cls": 2.278259241580963, "decode.d0.loss_mask": 1.014886748790741, "decode.d0.loss_dice": 1.3395179212093353, "decode.d1.loss_cls": 1.1312903389334679, "decode.d1.loss_mask": 0.9708090424537659, "decode.d1.loss_dice": 1.2275187760591506, "decode.d2.loss_cls": 1.0676346004009247, "decode.d2.loss_mask": 0.9589019775390625, "decode.d2.loss_dice": 1.1743258655071258, "decode.d3.loss_cls": 0.9880758091807366, "decode.d3.loss_mask": 0.9760628163814544, "decode.d3.loss_dice": 1.2177166998386384, "decode.d4.loss_cls": 0.9077464029192924, "decode.d4.loss_mask": 0.9819157421588898, "decode.d4.loss_dice": 1.208152523636818, "decode.d5.loss_cls": 0.8894332975149155, "decode.d5.loss_mask": 0.9752758353948593, "decode.d5.loss_dice": 1.1980705678462982, "decode.d6.loss_cls": 0.918680839240551, "decode.d6.loss_mask": 0.9461174875497818, "decode.d6.loss_dice": 1.184332236647606, "decode.d7.loss_cls": 0.8720449432730675, "decode.d7.loss_mask": 0.9563005477190017, "decode.d7.loss_dice": 1.189690488576889, "decode.d8.loss_cls": 0.8876602083444596, "decode.d8.loss_mask": 0.9439136922359467, "decode.d8.loss_dice": 1.1661073863506317, "time": 0.5300759077072144, "memory": 7236, "step": 48650}
{"lr": 7.213401510074262e-06, "data_time": 0.009326720237731933, "grad_norm": 85.91084365844726, "loss": 35.44400329589844, "decode.loss_cls": 0.9772324204444885, "decode.loss_mask": 0.7977669984102249, "decode.loss_dice": 1.4457326650619506, "decode.d0.loss_cls": 2.539383661746979, "decode.d0.loss_mask": 0.8469816029071808, "decode.d0.loss_dice": 1.687333619594574, "decode.d1.loss_cls": 1.2451441675424575, "decode.d1.loss_mask": 0.8583433002233505, "decode.d1.loss_dice": 1.5969734489917755, "decode.d2.loss_cls": 1.1750993192195893, "decode.d2.loss_mask": 0.8337462604045868, "decode.d2.loss_dice": 1.4540464162826539, "decode.d3.loss_cls": 1.1163814872503282, "decode.d3.loss_mask": 0.8281936198472977, "decode.d3.loss_dice": 1.4543973684310914, "decode.d4.loss_cls": 1.1057735428214073, "decode.d4.loss_mask": 0.7960818618535995, "decode.d4.loss_dice": 1.4412896037101746, "decode.d5.loss_cls": 1.0709155261516572, "decode.d5.loss_mask": 0.8035652041435242, "decode.d5.loss_dice": 1.4824753046035766, "decode.d6.loss_cls": 1.0643246978521348, "decode.d6.loss_mask": 0.8080336153507233, "decode.d6.loss_dice": 1.4411145567893981, "decode.d7.loss_cls": 1.0519524604082107, "decode.d7.loss_mask": 0.8019492477178574, "decode.d7.loss_dice": 1.4291909456253051, "decode.d8.loss_cls": 1.0406134098768234, "decode.d8.loss_mask": 0.7983555287122727, "decode.d8.loss_dice": 1.4516112804412842, "time": 0.5290736436843873, "memory": 7227, "step": 48700}
{"lr": 7.210484974941031e-06, "data_time": 0.009164929389953613, "grad_norm": 87.88810424804687, "loss": 31.575370025634765, "decode.loss_cls": 0.8258132785558701, "decode.loss_mask": 0.8369569778442383, "decode.loss_dice": 1.236036515235901, "decode.d0.loss_cls": 2.4784577250480653, "decode.d0.loss_mask": 0.8661197543144226, "decode.d0.loss_dice": 1.5195216059684753, "decode.d1.loss_cls": 1.1485766053199769, "decode.d1.loss_mask": 0.8008922278881073, "decode.d1.loss_dice": 1.3467413425445556, "decode.d2.loss_cls": 0.9884565442800521, "decode.d2.loss_mask": 0.8263276576995849, "decode.d2.loss_dice": 1.3230267345905304, "decode.d3.loss_cls": 0.890940934419632, "decode.d3.loss_mask": 0.8143211245536804, "decode.d3.loss_dice": 1.2833634734153747, "decode.d4.loss_cls": 0.8744773477315902, "decode.d4.loss_mask": 0.8102740466594696, "decode.d4.loss_dice": 1.2442317366600038, "decode.d5.loss_cls": 0.859289339184761, "decode.d5.loss_mask": 0.824457049369812, "decode.d5.loss_dice": 1.2574468076229095, "decode.d6.loss_cls": 0.827973610162735, "decode.d6.loss_mask": 0.8170442402362823, "decode.d6.loss_dice": 1.219278758764267, "decode.d7.loss_cls": 0.7884436696767807, "decode.d7.loss_mask": 0.8059167087078094, "decode.d7.loss_dice": 1.2147479891777038, "decode.d8.loss_cls": 0.8045908123254776, "decode.d8.loss_mask": 0.808827018737793, "decode.d8.loss_dice": 1.232818031311035, "time": 0.5556507110595703, "memory": 7224, "step": 48750}
{"lr": 7.207568308724621e-06, "data_time": 0.009192061424255372, "grad_norm": 86.13180656433106, "loss": 31.92315082550049, "decode.loss_cls": 0.8203388512134552, "decode.loss_mask": 0.8420774817466736, "decode.loss_dice": 1.3140090644359588, "decode.d0.loss_cls": 2.2265181183815, "decode.d0.loss_mask": 0.9698095440864563, "decode.d0.loss_dice": 1.5263571441173553, "decode.d1.loss_cls": 0.9604971528053283, "decode.d1.loss_mask": 0.8625254720449448, "decode.d1.loss_dice": 1.3740859568119048, "decode.d2.loss_cls": 0.9150765299797058, "decode.d2.loss_mask": 0.8458945870399475, "decode.d2.loss_dice": 1.3369283258914948, "decode.d3.loss_cls": 0.8379346385598183, "decode.d3.loss_mask": 0.8365668296813965, "decode.d3.loss_dice": 1.2867508411407471, "decode.d4.loss_cls": 0.8350930616259575, "decode.d4.loss_mask": 0.8481611728668212, "decode.d4.loss_dice": 1.3235149741172791, "decode.d5.loss_cls": 0.8542889520525933, "decode.d5.loss_mask": 0.8413751363754273, "decode.d5.loss_dice": 1.3158951938152312, "decode.d6.loss_cls": 0.8420616790652276, "decode.d6.loss_mask": 0.8352694690227509, "decode.d6.loss_dice": 1.32478010058403, "decode.d7.loss_cls": 0.8492677092552186, "decode.d7.loss_mask": 0.8367526113986969, "decode.d7.loss_dice": 1.309973806142807, "decode.d8.loss_cls": 0.7962128281593323, "decode.d8.loss_mask": 0.8339837491512299, "decode.d8.loss_dice": 1.321149432659149, "time": 0.529178237915039, "memory": 7257, "step": 48800}
{"lr": 7.204651511360195e-06, "data_time": 0.009425854682922364, "grad_norm": 106.93689804077148, "loss": 30.42102794647217, "decode.loss_cls": 0.8719909027218818, "decode.loss_mask": 0.8329171508550643, "decode.loss_dice": 1.074069806933403, "decode.d0.loss_cls": 2.155158889293671, "decode.d0.loss_mask": 1.0136258006095886, "decode.d0.loss_dice": 1.2862181127071382, "decode.d1.loss_cls": 0.9992063283920288, "decode.d1.loss_mask": 0.9226722925901413, "decode.d1.loss_dice": 1.232223230600357, "decode.d2.loss_cls": 0.9021817713975906, "decode.d2.loss_mask": 0.8980580121278763, "decode.d2.loss_dice": 1.1828497380018235, "decode.d3.loss_cls": 0.8251215711236, "decode.d3.loss_mask": 0.9282102942466736, "decode.d3.loss_dice": 1.1216195106506348, "decode.d4.loss_cls": 0.8810925483703613, "decode.d4.loss_mask": 0.8966043323278428, "decode.d4.loss_dice": 1.1410390079021453, "decode.d5.loss_cls": 0.8944097965955734, "decode.d5.loss_mask": 0.8740677237510681, "decode.d5.loss_dice": 1.1318162113428116, "decode.d6.loss_cls": 0.8347884595394135, "decode.d6.loss_mask": 0.8734403133392334, "decode.d6.loss_dice": 1.0797762095928192, "decode.d7.loss_cls": 0.8634405210614204, "decode.d7.loss_mask": 0.817858749628067, "decode.d7.loss_dice": 1.0805316388607025, "decode.d8.loss_cls": 0.8261726513504982, "decode.d8.loss_mask": 0.8624527931213379, "decode.d8.loss_dice": 1.117412981390953, "time": 0.5315386056900024, "memory": 7204, "step": 48850}
{"lr": 7.201734582782848e-06, "data_time": 0.009207797050476075, "grad_norm": 85.00136833190918, "loss": 25.96998586654663, "decode.loss_cls": 0.7291554316878319, "decode.loss_mask": 0.7419587790966033, "decode.loss_dice": 0.9293460786342621, "decode.d0.loss_cls": 2.3186699748039246, "decode.d0.loss_mask": 0.80087930560112, "decode.d0.loss_dice": 1.0435927391052247, "decode.d1.loss_cls": 0.829614233970642, "decode.d1.loss_mask": 0.7716328918933868, "decode.d1.loss_dice": 0.9844291090965271, "decode.d2.loss_cls": 0.7714626729488373, "decode.d2.loss_mask": 0.7357182502746582, "decode.d2.loss_dice": 0.9625389635562897, "decode.d3.loss_cls": 0.761918306350708, "decode.d3.loss_mask": 0.6985254168510437, "decode.d3.loss_dice": 0.9224903047084808, "decode.d4.loss_cls": 0.796336218714714, "decode.d4.loss_mask": 0.7187793731689454, "decode.d4.loss_dice": 0.9792089462280273, "decode.d5.loss_cls": 0.7966732263565064, "decode.d5.loss_mask": 0.7011592328548432, "decode.d5.loss_dice": 0.9550814151763916, "decode.d6.loss_cls": 0.6596487879753112, "decode.d6.loss_mask": 0.7344615548849106, "decode.d6.loss_dice": 0.9480855941772461, "decode.d7.loss_cls": 0.6005918398499489, "decode.d7.loss_mask": 0.7386775821447372, "decode.d7.loss_dice": 0.9629100024700165, "decode.d8.loss_cls": 0.6974343314766884, "decode.d8.loss_mask": 0.7373268783092499, "decode.d8.loss_dice": 0.9416788578033447, "time": 0.5870543003082276, "memory": 7216, "step": 48900}
{"lr": 7.1988175229276275e-06, "data_time": 0.009285497665405273, "grad_norm": 88.59814453125, "loss": 30.37557249069214, "decode.loss_cls": 0.8684898540377617, "decode.loss_mask": 0.6313243329524993, "decode.loss_dice": 1.261075420677662, "decode.d0.loss_cls": 2.4599537372589113, "decode.d0.loss_mask": 0.7005249038338661, "decode.d0.loss_dice": 1.5117224276065826, "decode.d1.loss_cls": 1.0875416368246078, "decode.d1.loss_mask": 0.6752454847097397, "decode.d1.loss_dice": 1.3853070855140686, "decode.d2.loss_cls": 0.9560329839587212, "decode.d2.loss_mask": 0.6628202050924301, "decode.d2.loss_dice": 1.3451257675886155, "decode.d3.loss_cls": 0.906494003534317, "decode.d3.loss_mask": 0.6681251674890518, "decode.d3.loss_dice": 1.306114488840103, "decode.d4.loss_cls": 0.9168955266475678, "decode.d4.loss_mask": 0.638970299065113, "decode.d4.loss_dice": 1.2780423432588577, "decode.d5.loss_cls": 0.9518575847148896, "decode.d5.loss_mask": 0.617080083489418, "decode.d5.loss_dice": 1.27300765812397, "decode.d6.loss_cls": 0.9070532366633415, "decode.d6.loss_mask": 0.5902402713894844, "decode.d6.loss_dice": 1.2423483639955522, "decode.d7.loss_cls": 0.8669546991586685, "decode.d7.loss_mask": 0.6205413490533829, "decode.d7.loss_dice": 1.2620271891355515, "decode.d8.loss_cls": 0.8683877155184746, "decode.d8.loss_mask": 0.6398056104779244, "decode.d8.loss_dice": 1.2764622956514358, "time": 0.5282063484191895, "memory": 7243, "step": 48950}
{"lr": 7.19590033172952e-06, "data_time": 0.009208011627197265, "grad_norm": 77.72560081481933, "loss": 21.554761981964113, "decode.loss_cls": 0.5735684111714363, "decode.loss_mask": 0.5938888132572174, "decode.loss_dice": 0.7448959887027741, "decode.d0.loss_cls": 1.9984018445014953, "decode.d0.loss_mask": 0.6895466268062591, "decode.d0.loss_dice": 0.9066968321800232, "decode.d1.loss_cls": 0.6901382401585578, "decode.d1.loss_mask": 0.6606041073799134, "decode.d1.loss_dice": 0.8096089214086533, "decode.d2.loss_cls": 0.643094003200531, "decode.d2.loss_mask": 0.6387537628412246, "decode.d2.loss_dice": 0.7592819929122925, "decode.d3.loss_cls": 0.6437125205993652, "decode.d3.loss_mask": 0.6104677200317383, "decode.d3.loss_dice": 0.7716354608535767, "decode.d4.loss_cls": 0.6251962468028068, "decode.d4.loss_mask": 0.6211632400751114, "decode.d4.loss_dice": 0.761291079223156, "decode.d5.loss_cls": 0.6261292546987534, "decode.d5.loss_mask": 0.6099632024765015, "decode.d5.loss_dice": 0.7417572557926178, "decode.d6.loss_cls": 0.583600428700447, "decode.d6.loss_mask": 0.6049509644508362, "decode.d6.loss_dice": 0.7497494518756866, "decode.d7.loss_cls": 0.6118413954973221, "decode.d7.loss_mask": 0.5988416820764542, "decode.d7.loss_dice": 0.7554009407758713, "decode.d8.loss_cls": 0.571624307334423, "decode.d8.loss_mask": 0.5944138944149018, "decode.d8.loss_dice": 0.7645424216985702, "time": 0.528362512588501, "memory": 7243, "step": 49000}
{"lr": 7.192983009123441e-06, "data_time": 0.009165620803833008, "grad_norm": 85.95494155883789, "loss": 25.812591743469238, "decode.loss_cls": 0.6499976471066475, "decode.loss_mask": 0.7273950427770615, "decode.loss_dice": 1.0113987416028976, "decode.d0.loss_cls": 2.1844200611114504, "decode.d0.loss_mask": 0.816219438612461, "decode.d0.loss_dice": 1.1667162746191024, "decode.d1.loss_cls": 0.7786932408809661, "decode.d1.loss_mask": 0.7328111201524734, "decode.d1.loss_dice": 1.045391136407852, "decode.d2.loss_cls": 0.7537816509604454, "decode.d2.loss_mask": 0.7138674348592758, "decode.d2.loss_dice": 1.0072733134031295, "decode.d3.loss_cls": 0.7357761323451996, "decode.d3.loss_mask": 0.6958053916692734, "decode.d3.loss_dice": 0.9675645172595978, "decode.d4.loss_cls": 0.6911312028765678, "decode.d4.loss_mask": 0.6808937072753907, "decode.d4.loss_dice": 0.9671024829149246, "decode.d5.loss_cls": 0.6905097097158432, "decode.d5.loss_mask": 0.6939420983195305, "decode.d5.loss_dice": 0.973037625849247, "decode.d6.loss_cls": 0.6839936338365078, "decode.d6.loss_mask": 0.6877990201115608, "decode.d6.loss_dice": 0.9891639173030853, "decode.d7.loss_cls": 0.6500390470027924, "decode.d7.loss_mask": 0.7166015788912773, "decode.d7.loss_dice": 0.9948178738355636, "decode.d8.loss_cls": 0.6746983654797077, "decode.d8.loss_mask": 0.7244671389460564, "decode.d8.loss_dice": 1.0072848036885262, "time": 0.5540213584899902, "memory": 7197, "step": 49050}
{"lr": 7.1900655550442444e-06, "data_time": 0.009264802932739258, "grad_norm": 86.27727279663085, "loss": 34.419584369659425, "decode.loss_cls": 0.884610629081726, "decode.loss_mask": 0.7956625401973725, "decode.loss_dice": 1.4517745554447175, "decode.d0.loss_cls": 2.7240243792533874, "decode.d0.loss_mask": 0.9095371663570404, "decode.d0.loss_dice": 1.7528791576623917, "decode.d1.loss_cls": 1.020305445790291, "decode.d1.loss_mask": 0.8422110334038735, "decode.d1.loss_dice": 1.616086882352829, "decode.d2.loss_cls": 0.9789756298065185, "decode.d2.loss_mask": 0.8489558100700378, "decode.d2.loss_dice": 1.5261496007442474, "decode.d3.loss_cls": 0.9939326912164688, "decode.d3.loss_mask": 0.8208438724279403, "decode.d3.loss_dice": 1.4657937556505203, "decode.d4.loss_cls": 0.8884510695934296, "decode.d4.loss_mask": 0.8112026497721672, "decode.d4.loss_dice": 1.479218652844429, "decode.d5.loss_cls": 0.9039046838879585, "decode.d5.loss_mask": 0.805968165397644, "decode.d5.loss_dice": 1.4621417313814162, "decode.d6.loss_cls": 0.8850497812032699, "decode.d6.loss_mask": 0.8123219087719917, "decode.d6.loss_dice": 1.474491971731186, "decode.d7.loss_cls": 0.877216275036335, "decode.d7.loss_mask": 0.8101342618465424, "decode.d7.loss_dice": 1.4404512286186217, "decode.d8.loss_cls": 0.8934724614024162, "decode.d8.loss_mask": 0.7962553918361663, "decode.d8.loss_dice": 1.4475590348243714, "time": 0.5554489850997925, "memory": 7284, "step": 49100}
{"lr": 7.187147969426731e-06, "data_time": 0.009071779251098634, "grad_norm": 76.99611282348633, "loss": 27.151559829711914, "decode.loss_cls": 0.8028346598148346, "decode.loss_mask": 0.5787287086248398, "decode.loss_dice": 1.1127790987491608, "decode.d0.loss_cls": 2.236095702648163, "decode.d0.loss_mask": 0.6379731267690658, "decode.d0.loss_dice": 1.4161110937595367, "decode.d1.loss_cls": 0.8699271440505981, "decode.d1.loss_mask": 0.633970844745636, "decode.d1.loss_dice": 1.289266574382782, "decode.d2.loss_cls": 0.7939016565680503, "decode.d2.loss_mask": 0.6210575759410858, "decode.d2.loss_dice": 1.2034486413002015, "decode.d3.loss_cls": 0.7520046710968018, "decode.d3.loss_mask": 0.6004503428936004, "decode.d3.loss_dice": 1.1968991339206696, "decode.d4.loss_cls": 0.7079028576612473, "decode.d4.loss_mask": 0.5955953747034073, "decode.d4.loss_dice": 1.1861676931381226, "decode.d5.loss_cls": 0.7550622761249542, "decode.d5.loss_mask": 0.5975804686546325, "decode.d5.loss_dice": 1.1699646532535553, "decode.d6.loss_cls": 0.7633641794323921, "decode.d6.loss_mask": 0.5748088359832764, "decode.d6.loss_dice": 1.1338234782218932, "decode.d7.loss_cls": 0.762441037595272, "decode.d7.loss_mask": 0.573955750465393, "decode.d7.loss_dice": 1.1282229900360108, "decode.d8.loss_cls": 0.7367235243320465, "decode.d8.loss_mask": 0.5881822139024735, "decode.d8.loss_dice": 1.132315307855606, "time": 0.5315118551254272, "memory": 7305, "step": 49150}
{"lr": 7.184230252205625e-06, "data_time": 0.009236812591552734, "grad_norm": 90.77636184692383, "loss": 30.098772716522216, "decode.loss_cls": 0.9525833234190941, "decode.loss_mask": 0.6746708452701569, "decode.loss_dice": 1.1225909739732742, "decode.d0.loss_cls": 2.4280526757240297, "decode.d0.loss_mask": 0.7443289637565613, "decode.d0.loss_dice": 1.363862618803978, "decode.d1.loss_cls": 1.1944020628929137, "decode.d1.loss_mask": 0.703027018904686, "decode.d1.loss_dice": 1.2041648924350739, "decode.d2.loss_cls": 1.0492191106081008, "decode.d2.loss_mask": 0.6731980264186859, "decode.d2.loss_dice": 1.1538814425468444, "decode.d3.loss_cls": 1.0744873106479644, "decode.d3.loss_mask": 0.6947454333305358, "decode.d3.loss_dice": 1.1339259505271913, "decode.d4.loss_cls": 1.0083709955215454, "decode.d4.loss_mask": 0.6895114600658416, "decode.d4.loss_dice": 1.1362478494644166, "decode.d5.loss_cls": 0.9962085962295533, "decode.d5.loss_mask": 0.6947855532169342, "decode.d5.loss_dice": 1.1343848258256912, "decode.d6.loss_cls": 1.0637554973363876, "decode.d6.loss_mask": 0.6415096461772919, "decode.d6.loss_dice": 1.1011703461408615, "decode.d7.loss_cls": 0.9687783271074295, "decode.d7.loss_mask": 0.6454020917415619, "decode.d7.loss_dice": 1.1033677160739899, "decode.d8.loss_cls": 0.9477886140346528, "decode.d8.loss_mask": 0.6633173942565918, "decode.d8.loss_dice": 1.1370319664478301, "time": 0.530942440032959, "memory": 7186, "step": 49200}
{"lr": 7.181312403315601e-06, "data_time": 0.009288573265075683, "grad_norm": 83.04624938964844, "loss": 23.156155109405518, "decode.loss_cls": 0.6310976386070252, "decode.loss_mask": 0.6387784346938133, "decode.loss_dice": 0.8104109555482865, "decode.d0.loss_cls": 2.1978631258010863, "decode.d0.loss_mask": 0.6928939923644066, "decode.d0.loss_dice": 0.9684308290481567, "decode.d1.loss_cls": 0.8175824820995331, "decode.d1.loss_mask": 0.6821187436580658, "decode.d1.loss_dice": 0.8673834502696991, "decode.d2.loss_cls": 0.7722579807043075, "decode.d2.loss_mask": 0.627316239476204, "decode.d2.loss_dice": 0.808544585108757, "decode.d3.loss_cls": 0.721957515180111, "decode.d3.loss_mask": 0.6379838347434997, "decode.d3.loss_dice": 0.8073848754167556, "decode.d4.loss_cls": 0.680001038312912, "decode.d4.loss_mask": 0.6234447240829468, "decode.d4.loss_dice": 0.8095371156930924, "decode.d5.loss_cls": 0.6670150548219681, "decode.d5.loss_mask": 0.60213353484869, "decode.d5.loss_dice": 0.8041476786136628, "decode.d6.loss_cls": 0.6776359349489212, "decode.d6.loss_mask": 0.6239222705364227, "decode.d6.loss_dice": 0.8198152095079422, "decode.d7.loss_cls": 0.6080646842718125, "decode.d7.loss_mask": 0.6389102056622505, "decode.d7.loss_dice": 0.8306036680936814, "decode.d8.loss_cls": 0.6520612850785256, "decode.d8.loss_mask": 0.6260747820138931, "decode.d8.loss_dice": 0.810782653093338, "time": 0.5290384531021118, "memory": 7195, "step": 49250}
{"lr": 7.178394422691271e-06, "data_time": 0.009054136276245118, "grad_norm": 88.38364791870117, "loss": 25.33761682510376, "decode.loss_cls": 0.6420962631702423, "decode.loss_mask": 0.6915881007909774, "decode.loss_dice": 0.9657821208238602, "decode.d0.loss_cls": 1.9091839432716369, "decode.d0.loss_mask": 0.7329556941986084, "decode.d0.loss_dice": 1.1595508098602294, "decode.d1.loss_cls": 0.8575321972370148, "decode.d1.loss_mask": 0.70408815741539, "decode.d1.loss_dice": 1.030419906973839, "decode.d2.loss_cls": 0.7955691546201706, "decode.d2.loss_mask": 0.7359360575675964, "decode.d2.loss_dice": 1.0487304091453553, "decode.d3.loss_cls": 0.7244855761528015, "decode.d3.loss_mask": 0.694957172870636, "decode.d3.loss_dice": 1.002718710899353, "decode.d4.loss_cls": 0.7110455602407455, "decode.d4.loss_mask": 0.6784470915794373, "decode.d4.loss_dice": 0.9836504638195038, "decode.d5.loss_cls": 0.6791609734296798, "decode.d5.loss_mask": 0.6891049802303314, "decode.d5.loss_dice": 0.9858734965324402, "decode.d6.loss_cls": 0.6779103010892868, "decode.d6.loss_mask": 0.6857686579227448, "decode.d6.loss_dice": 0.9626050293445587, "decode.d7.loss_cls": 0.6669864743947983, "decode.d7.loss_mask": 0.6820561558008194, "decode.d7.loss_dice": 0.9427167922258377, "decode.d8.loss_cls": 0.6509282946586609, "decode.d8.loss_mask": 0.6933281928300857, "decode.d8.loss_dice": 0.9524398863315582, "time": 0.5291719436645508, "memory": 7255, "step": 49300}
{"lr": 7.175476310267186e-06, "data_time": 0.009132671356201171, "grad_norm": 82.0313850402832, "loss": 28.47918291091919, "decode.loss_cls": 0.5028717458248139, "decode.loss_mask": 0.8307262241840363, "decode.loss_dice": 1.2735170245170593, "decode.d0.loss_cls": 2.229618179798126, "decode.d0.loss_mask": 0.8913379073143005, "decode.d0.loss_dice": 1.4507040500640869, "decode.d1.loss_cls": 0.7323544532060623, "decode.d1.loss_mask": 0.8525190055370331, "decode.d1.loss_dice": 1.327876901626587, "decode.d2.loss_cls": 0.6078139871358872, "decode.d2.loss_mask": 0.8599776208400727, "decode.d2.loss_dice": 1.25423623919487, "decode.d3.loss_cls": 0.6030039638280869, "decode.d3.loss_mask": 0.8323922157287598, "decode.d3.loss_dice": 1.240550172328949, "decode.d4.loss_cls": 0.5841706037521363, "decode.d4.loss_mask": 0.8433120369911193, "decode.d4.loss_dice": 1.232884806394577, "decode.d5.loss_cls": 0.5245712250471115, "decode.d5.loss_mask": 0.8244870841503144, "decode.d5.loss_dice": 1.2435073614120484, "decode.d6.loss_cls": 0.5068519189953804, "decode.d6.loss_mask": 0.8287986993789673, "decode.d6.loss_dice": 1.2325847864151, "decode.d7.loss_cls": 0.5238871157169342, "decode.d7.loss_mask": 0.8299570560455323, "decode.d7.loss_dice": 1.2508357048034668, "decode.d8.loss_cls": 0.49252377897500993, "decode.d8.loss_mask": 0.8149021387100219, "decode.d8.loss_dice": 1.2564076483249664, "time": 0.5306105852127075, "memory": 7331, "step": 49350}
{"lr": 7.172558065977836e-06, "data_time": 0.009401702880859375, "grad_norm": 80.56591110229492, "loss": 26.715371704101564, "decode.loss_cls": 0.7923556879162789, "decode.loss_mask": 0.6308104157447815, "decode.loss_dice": 1.050680935382843, "decode.d0.loss_cls": 2.3134812235832216, "decode.d0.loss_mask": 0.733799222111702, "decode.d0.loss_dice": 1.2756995141506196, "decode.d1.loss_cls": 0.9701716631650925, "decode.d1.loss_mask": 0.6401720315217971, "decode.d1.loss_dice": 1.1160625576972962, "decode.d2.loss_cls": 0.7934972420334816, "decode.d2.loss_mask": 0.6426430135965348, "decode.d2.loss_dice": 1.1011101961135865, "decode.d3.loss_cls": 0.8408187955617905, "decode.d3.loss_mask": 0.6250934928655625, "decode.d3.loss_dice": 1.0882005572319031, "decode.d4.loss_cls": 0.808443908393383, "decode.d4.loss_mask": 0.6180714815855026, "decode.d4.loss_dice": 1.0830675601959228, "decode.d5.loss_cls": 0.733254274725914, "decode.d5.loss_mask": 0.6174937754869461, "decode.d5.loss_dice": 1.0569987416267395, "decode.d6.loss_cls": 0.8015193179249763, "decode.d6.loss_mask": 0.6278888285160065, "decode.d6.loss_dice": 1.026340475678444, "decode.d7.loss_cls": 0.725301930308342, "decode.d7.loss_mask": 0.6124180167913437, "decode.d7.loss_dice": 1.0496020913124084, "decode.d8.loss_cls": 0.6897686749696732, "decode.d8.loss_mask": 0.6180395036935806, "decode.d8.loss_dice": 1.0325671851634979, "time": 0.5297780513763428, "memory": 7228, "step": 49400}
{"lr": 7.169639689757631e-06, "data_time": 0.009372591972351074, "grad_norm": 95.65946731567382, "loss": 28.41691150665283, "decode.loss_cls": 0.6384531021118164, "decode.loss_mask": 0.7157775267958641, "decode.loss_dice": 1.2350936859846116, "decode.d0.loss_cls": 2.289303517341614, "decode.d0.loss_mask": 0.7835744053125382, "decode.d0.loss_dice": 1.3637370437383651, "decode.d1.loss_cls": 0.907525198161602, "decode.d1.loss_mask": 0.7650555282831192, "decode.d1.loss_dice": 1.301715049147606, "decode.d2.loss_cls": 0.7706908211112022, "decode.d2.loss_mask": 0.7089574068784714, "decode.d2.loss_dice": 1.2466061025857926, "decode.d3.loss_cls": 0.7208256483078003, "decode.d3.loss_mask": 0.7084194660186768, "decode.d3.loss_dice": 1.2163827031850816, "decode.d4.loss_cls": 0.6564828217029571, "decode.d4.loss_mask": 0.7025961935520172, "decode.d4.loss_dice": 1.2835835307836532, "decode.d5.loss_cls": 0.7060750171542167, "decode.d5.loss_mask": 0.6980843663215637, "decode.d5.loss_dice": 1.222458726167679, "decode.d6.loss_cls": 0.7002294957637787, "decode.d6.loss_mask": 0.6959619984030724, "decode.d6.loss_dice": 1.1909142762422562, "decode.d7.loss_cls": 0.6837555035948754, "decode.d7.loss_mask": 0.6876176699995995, "decode.d7.loss_dice": 1.1959360241889954, "decode.d8.loss_cls": 0.7093224003911018, "decode.d8.loss_mask": 0.689928013086319, "decode.d8.loss_dice": 1.2218483567237854, "time": 0.5569194793701172, "memory": 7315, "step": 49450}
{"lr": 7.166721181540944e-06, "data_time": 0.009176158905029297, "grad_norm": 91.02767982482911, "loss": 23.3876522064209, "decode.loss_cls": 0.4996376886963844, "decode.loss_mask": 0.7081451654434204, "decode.loss_dice": 0.9185094505548477, "decode.d0.loss_cls": 1.9157312035560607, "decode.d0.loss_mask": 0.7287266373634338, "decode.d0.loss_dice": 0.9944883152842522, "decode.d1.loss_cls": 0.6809279128909111, "decode.d1.loss_mask": 0.7367816239595413, "decode.d1.loss_dice": 0.9537963286042214, "decode.d2.loss_cls": 0.6881034284830093, "decode.d2.loss_mask": 0.7098331212997436, "decode.d2.loss_dice": 0.9263514310121537, "decode.d3.loss_cls": 0.6138420261442661, "decode.d3.loss_mask": 0.6981355160474777, "decode.d3.loss_dice": 0.8998575627803802, "decode.d4.loss_cls": 0.6351240366697312, "decode.d4.loss_mask": 0.7150346755981445, "decode.d4.loss_dice": 0.9126502558588981, "decode.d5.loss_cls": 0.5486686408519745, "decode.d5.loss_mask": 0.6933658927679062, "decode.d5.loss_dice": 0.8931007131934166, "decode.d6.loss_cls": 0.4958603285253048, "decode.d6.loss_mask": 0.7044702053070069, "decode.d6.loss_dice": 0.9088118314743042, "decode.d7.loss_cls": 0.4847168117761612, "decode.d7.loss_mask": 0.7003493219614029, "decode.d7.loss_dice": 0.9141040071845055, "decode.d8.loss_cls": 0.5277273207902908, "decode.d8.loss_mask": 0.6954620331525803, "decode.d8.loss_dice": 0.8853392839431763, "time": 0.5287531614303589, "memory": 7152, "step": 49500}
{"lr": 7.163802541262072e-06, "data_time": 0.009251117706298828, "grad_norm": 90.57723960876464, "loss": 29.1711368560791, "decode.loss_cls": 0.8846311271190643, "decode.loss_mask": 0.6599398195743561, "decode.loss_dice": 1.1203356027603149, "decode.d0.loss_cls": 2.480933892726898, "decode.d0.loss_mask": 0.752622252702713, "decode.d0.loss_dice": 1.3961866348981857, "decode.d1.loss_cls": 1.0303243696689606, "decode.d1.loss_mask": 0.7261952728033065, "decode.d1.loss_dice": 1.2422717005014419, "decode.d2.loss_cls": 0.9424095645546913, "decode.d2.loss_mask": 0.7318960785865783, "decode.d2.loss_dice": 1.1732663005590438, "decode.d3.loss_cls": 0.9082435190677642, "decode.d3.loss_mask": 0.6599055349826812, "decode.d3.loss_dice": 1.1524780124425889, "decode.d4.loss_cls": 0.9200267642736435, "decode.d4.loss_mask": 0.6713242113590241, "decode.d4.loss_dice": 1.1039613127708434, "decode.d5.loss_cls": 0.8580409392714501, "decode.d5.loss_mask": 0.653703647851944, "decode.d5.loss_dice": 1.1321711152791978, "decode.d6.loss_cls": 0.8912493720650673, "decode.d6.loss_mask": 0.6546873569488525, "decode.d6.loss_dice": 1.092918610572815, "decode.d7.loss_cls": 0.9593435138463974, "decode.d7.loss_mask": 0.6472890228033066, "decode.d7.loss_dice": 1.0786557108163835, "decode.d8.loss_cls": 0.8792386710643768, "decode.d8.loss_mask": 0.6638645470142365, "decode.d8.loss_dice": 1.1030226647853851, "time": 0.5278611660003663, "memory": 7279, "step": 49550}
{"lr": 7.160883768855243e-06, "data_time": 0.009147930145263671, "grad_norm": 85.59440040588379, "loss": 28.048863029479982, "decode.loss_cls": 0.6721962273120881, "decode.loss_mask": 0.8849633038043976, "decode.loss_dice": 1.0552521988749504, "decode.d0.loss_cls": 2.1014327824115755, "decode.d0.loss_mask": 0.9291172087192535, "decode.d0.loss_dice": 1.2015894129872322, "decode.d1.loss_cls": 0.7803465738892555, "decode.d1.loss_mask": 0.9130877256393433, "decode.d1.loss_dice": 1.1463509440422057, "decode.d2.loss_cls": 0.7512396439909935, "decode.d2.loss_mask": 0.9102529883384705, "decode.d2.loss_dice": 1.1027627736330032, "decode.d3.loss_cls": 0.7330561503767967, "decode.d3.loss_mask": 0.8831754177808762, "decode.d3.loss_dice": 1.0215217679739, "decode.d4.loss_cls": 0.6955993853509426, "decode.d4.loss_mask": 0.8792968094348907, "decode.d4.loss_dice": 1.0354497373104095, "decode.d5.loss_cls": 0.7345147348940373, "decode.d5.loss_mask": 0.8423378646373749, "decode.d5.loss_dice": 1.0410133212804795, "decode.d6.loss_cls": 0.697921784967184, "decode.d6.loss_mask": 0.8524347245693207, "decode.d6.loss_dice": 1.0422360226511955, "decode.d7.loss_cls": 0.6647737979888916, "decode.d7.loss_mask": 0.8497960448265076, "decode.d7.loss_dice": 1.0352179661393166, "decode.d8.loss_cls": 0.6718146085739136, "decode.d8.loss_mask": 0.8715396046638488, "decode.d8.loss_dice": 1.0485721409320832, "time": 0.5292903661727906, "memory": 7206, "step": 49600}
{"lr": 7.157964864254636e-06, "data_time": 0.009136509895324708, "grad_norm": 84.52231903076172, "loss": 21.3628267288208, "decode.loss_cls": 0.5566158697009087, "decode.loss_mask": 0.54641273021698, "decode.loss_dice": 0.8517829000949859, "decode.d0.loss_cls": 1.9037233352661134, "decode.d0.loss_mask": 0.5861245632171631, "decode.d0.loss_dice": 1.0139642730355263, "decode.d1.loss_cls": 0.6480872571468353, "decode.d1.loss_mask": 0.574438065290451, "decode.d1.loss_dice": 0.9318512231111526, "decode.d2.loss_cls": 0.542141143977642, "decode.d2.loss_mask": 0.5749381899833679, "decode.d2.loss_dice": 0.9176794081926346, "decode.d3.loss_cls": 0.5435997009277344, "decode.d3.loss_mask": 0.5579007059335709, "decode.d3.loss_dice": 0.8658697858452797, "decode.d4.loss_cls": 0.5503334030508995, "decode.d4.loss_mask": 0.5510860025882721, "decode.d4.loss_dice": 0.8712101191282272, "decode.d5.loss_cls": 0.5457436978816986, "decode.d5.loss_mask": 0.5466146886348724, "decode.d5.loss_dice": 0.8713599920272828, "decode.d6.loss_cls": 0.528446139395237, "decode.d6.loss_mask": 0.5555323392152787, "decode.d6.loss_dice": 0.84194997549057, "decode.d7.loss_cls": 0.5326808497309685, "decode.d7.loss_mask": 0.5498620271682739, "decode.d7.loss_dice": 0.8495713770389557, "decode.d8.loss_cls": 0.5454159483313561, "decode.d8.loss_mask": 0.5513623982667923, "decode.d8.loss_dice": 0.8565285071730614, "time": 0.5572235107421875, "memory": 7231, "step": 49650}
{"lr": 7.155045827394365e-06, "data_time": 0.009124326705932616, "grad_norm": 90.84315643310546, "loss": 29.692139625549316, "decode.loss_cls": 0.6974730968475342, "decode.loss_mask": 0.8010565310716629, "decode.loss_dice": 1.2207356452941895, "decode.d0.loss_cls": 2.172674906253815, "decode.d0.loss_mask": 0.8585004895925522, "decode.d0.loss_dice": 1.38090900182724, "decode.d1.loss_cls": 0.8529064625501632, "decode.d1.loss_mask": 0.8193860292434693, "decode.d1.loss_dice": 1.3054495990276336, "decode.d2.loss_cls": 0.8592858970165252, "decode.d2.loss_mask": 0.8014888942241669, "decode.d2.loss_dice": 1.2677746534347534, "decode.d3.loss_cls": 0.7657597720623016, "decode.d3.loss_mask": 0.794222629070282, "decode.d3.loss_dice": 1.2067608118057251, "decode.d4.loss_cls": 0.7362694174051285, "decode.d4.loss_mask": 0.8025993525981903, "decode.d4.loss_dice": 1.2347282826900483, "decode.d5.loss_cls": 0.7654967844486237, "decode.d5.loss_mask": 0.8007742017507553, "decode.d5.loss_dice": 1.2256205081939697, "decode.d6.loss_cls": 0.808447128534317, "decode.d6.loss_mask": 0.7946109533309936, "decode.d6.loss_dice": 1.2092321634292602, "decode.d7.loss_cls": 0.760948795080185, "decode.d7.loss_mask": 0.7935551822185516, "decode.d7.loss_dice": 1.2354574739933013, "decode.d8.loss_cls": 0.6912813991308212, "decode.d8.loss_mask": 0.7910668194293976, "decode.d8.loss_dice": 1.2376665651798249, "time": 0.5324223518371582, "memory": 7224, "step": 49700}
{"lr": 7.152126658208481e-06, "data_time": 0.009170055389404297, "grad_norm": 87.25273208618164, "loss": 28.95622053146362, "decode.loss_cls": 0.9174329966306687, "decode.loss_mask": 0.6210629940032959, "decode.loss_dice": 1.081637591123581, "decode.d0.loss_cls": 2.6618165016174316, "decode.d0.loss_mask": 0.6732103407382966, "decode.d0.loss_dice": 1.2796413749456406, "decode.d1.loss_cls": 1.2516414284706117, "decode.d1.loss_mask": 0.6372028827667237, "decode.d1.loss_dice": 1.1752335608005524, "decode.d2.loss_cls": 1.0132215827703477, "decode.d2.loss_mask": 0.6634466201066971, "decode.d2.loss_dice": 1.1283922016620636, "decode.d3.loss_cls": 0.9857016146183014, "decode.d3.loss_mask": 0.6292859464883804, "decode.d3.loss_dice": 1.091550838947296, "decode.d4.loss_cls": 0.9617276906967163, "decode.d4.loss_mask": 0.6263093560934067, "decode.d4.loss_dice": 1.0909532606601715, "decode.d5.loss_cls": 0.9830844700336456, "decode.d5.loss_mask": 0.6193298250436783, "decode.d5.loss_dice": 1.0634270042181015, "decode.d6.loss_cls": 0.9432679027318954, "decode.d6.loss_mask": 0.6068295836448669, "decode.d6.loss_dice": 1.0507793247699737, "decode.d7.loss_cls": 0.9381880581378936, "decode.d7.loss_mask": 0.5924807488918304, "decode.d7.loss_dice": 1.0479597210884095, "decode.d8.loss_cls": 0.9103056848049164, "decode.d8.loss_mask": 0.6119118124246598, "decode.d8.loss_dice": 1.099188369512558, "time": 0.5305685758590698, "memory": 7233, "step": 49750}
{"lr": 7.149207356630959e-06, "data_time": 0.009777450561523437, "grad_norm": 93.50340042114257, "loss": 24.66195583343506, "decode.loss_cls": 0.5887514770030975, "decode.loss_mask": 0.7098626971244812, "decode.loss_dice": 0.9226246058940888, "decode.d0.loss_cls": 2.2339199423789977, "decode.d0.loss_mask": 0.7768626511096954, "decode.d0.loss_dice": 1.0606117367744445, "decode.d1.loss_cls": 0.8169195741415024, "decode.d1.loss_mask": 0.7304372698068619, "decode.d1.loss_dice": 0.9977662861347198, "decode.d2.loss_cls": 0.7027352571487426, "decode.d2.loss_mask": 0.6959518104791641, "decode.d2.loss_dice": 0.9300343245267868, "decode.d3.loss_cls": 0.6747740179300308, "decode.d3.loss_mask": 0.6876607060432434, "decode.d3.loss_dice": 0.8985235631465912, "decode.d4.loss_cls": 0.6673124387860299, "decode.d4.loss_mask": 0.7039695233106613, "decode.d4.loss_dice": 0.8975946456193924, "decode.d5.loss_cls": 0.6906437546014785, "decode.d5.loss_mask": 0.7016958296298981, "decode.d5.loss_dice": 0.9122969210147858, "decode.d6.loss_cls": 0.6467004790902138, "decode.d6.loss_mask": 0.6990692406892777, "decode.d6.loss_dice": 0.890475046634674, "decode.d7.loss_cls": 0.5831033408641815, "decode.d7.loss_mask": 0.6971753180027008, "decode.d7.loss_dice": 0.9179535895586014, "decode.d8.loss_cls": 0.6389971062541008, "decode.d8.loss_mask": 0.687940263748169, "decode.d8.loss_dice": 0.8995927095413208, "time": 0.5265457391738891, "memory": 7221, "step": 49800}
{"lr": 7.1462879225957315e-06, "data_time": 0.009172177314758301, "grad_norm": 89.33016662597656, "loss": 28.465201377868652, "decode.loss_cls": 0.6472562402486801, "decode.loss_mask": 0.8138005256652832, "decode.loss_dice": 1.1728664815425873, "decode.d0.loss_cls": 2.332503879070282, "decode.d0.loss_mask": 0.8296615183353424, "decode.d0.loss_dice": 1.3386850237846375, "decode.d1.loss_cls": 0.8368198543787002, "decode.d1.loss_mask": 0.8972877413034439, "decode.d1.loss_dice": 1.2431734561920167, "decode.d2.loss_cls": 0.7522473827004432, "decode.d2.loss_mask": 0.8250162392854691, "decode.d2.loss_dice": 1.2022620856761932, "decode.d3.loss_cls": 0.6899062141776084, "decode.d3.loss_mask": 0.801884725689888, "decode.d3.loss_dice": 1.17892587184906, "decode.d4.loss_cls": 0.6439376607537269, "decode.d4.loss_mask": 0.8049513220787048, "decode.d4.loss_dice": 1.1864724576473236, "decode.d5.loss_cls": 0.6286125391721725, "decode.d5.loss_mask": 0.7667400628328324, "decode.d5.loss_dice": 1.1644309520721436, "decode.d6.loss_cls": 0.6561245173215866, "decode.d6.loss_mask": 0.7378209829330444, "decode.d6.loss_dice": 1.139832580089569, "decode.d7.loss_cls": 0.6979811862111092, "decode.d7.loss_mask": 0.7345226228237152, "decode.d7.loss_dice": 1.161387211084366, "decode.d8.loss_cls": 0.638395118713379, "decode.d8.loss_mask": 0.7584914535284042, "decode.d8.loss_dice": 1.183203673362732, "time": 0.5543495655059815, "memory": 7209, "step": 49850}
{"lr": 7.143368356036651e-06, "data_time": 0.009244942665100097, "grad_norm": 80.09056777954102, "loss": 15.958402252197265, "decode.loss_cls": 0.4026178501546383, "decode.loss_mask": 0.43384146839380267, "decode.loss_dice": 0.6078504264354706, "decode.d0.loss_cls": 1.636440747976303, "decode.d0.loss_mask": 0.446876186132431, "decode.d0.loss_dice": 0.6637831091880798, "decode.d1.loss_cls": 0.5279727458953858, "decode.d1.loss_mask": 0.45472364127635956, "decode.d1.loss_dice": 0.6429853677749634, "decode.d2.loss_cls": 0.444317489862442, "decode.d2.loss_mask": 0.42680309116840365, "decode.d2.loss_dice": 0.5981745272874832, "decode.d3.loss_cls": 0.4127554208040237, "decode.d3.loss_mask": 0.4394812062382698, "decode.d3.loss_dice": 0.6040768325328827, "decode.d4.loss_cls": 0.41665398478508, "decode.d4.loss_mask": 0.4350740388035774, "decode.d4.loss_dice": 0.6000806212425231, "decode.d5.loss_cls": 0.4163720741868019, "decode.d5.loss_mask": 0.4359166145324707, "decode.d5.loss_dice": 0.5963970124721527, "decode.d6.loss_cls": 0.38647711351513864, "decode.d6.loss_mask": 0.4344990193843842, "decode.d6.loss_dice": 0.5964287340641021, "decode.d7.loss_cls": 0.42227206081151963, "decode.d7.loss_mask": 0.43366442173719405, "decode.d7.loss_dice": 0.6007497072219848, "decode.d8.loss_cls": 0.3995811060070992, "decode.d8.loss_mask": 0.43760155886411667, "decode.d8.loss_dice": 0.6039350241422653, "time": 0.5311093330383301, "memory": 7187, "step": 49900}
{"lr": 7.140448656887519e-06, "data_time": 0.00934443473815918, "grad_norm": 100.89511947631836, "loss": 27.405530738830567, "decode.loss_cls": 0.7083065405488014, "decode.loss_mask": 0.7829413950443268, "decode.loss_dice": 1.0138926386833191, "decode.d0.loss_cls": 2.3002509832382203, "decode.d0.loss_mask": 0.860619968175888, "decode.d0.loss_dice": 1.1529910415410995, "decode.d1.loss_cls": 0.9577763170003891, "decode.d1.loss_mask": 0.8164466679096222, "decode.d1.loss_dice": 1.1027815729379653, "decode.d2.loss_cls": 0.8107885494828224, "decode.d2.loss_mask": 0.7850328415632248, "decode.d2.loss_dice": 1.0208768099546432, "decode.d3.loss_cls": 0.7601539641618729, "decode.d3.loss_mask": 0.7991535127162933, "decode.d3.loss_dice": 1.0237658739089965, "decode.d4.loss_cls": 0.7907737255096435, "decode.d4.loss_mask": 0.7840771317481995, "decode.d4.loss_dice": 1.0021189093589782, "decode.d5.loss_cls": 0.6898310452699661, "decode.d5.loss_mask": 0.7841195881366729, "decode.d5.loss_dice": 1.0206411182880402, "decode.d6.loss_cls": 0.7522202625870704, "decode.d6.loss_mask": 0.7710205107927323, "decode.d6.loss_dice": 0.9894915282726288, "decode.d7.loss_cls": 0.705476975440979, "decode.d7.loss_mask": 0.7694883048534393, "decode.d7.loss_dice": 0.9711685508489609, "decode.d8.loss_cls": 0.7001118063926697, "decode.d8.loss_mask": 0.7861860424280167, "decode.d8.loss_dice": 0.9930267006158828, "time": 0.5302383661270141, "memory": 7253, "step": 49950}
{"lr": 7.13752882508207e-06, "data_time": 0.009170174598693848, "grad_norm": 90.7150978088379, "loss": 30.32134838104248, "decode.loss_cls": 0.9777872338891029, "decode.loss_mask": 0.6205595046281814, "decode.loss_dice": 1.2215224504470825, "decode.d0.loss_cls": 2.073779559135437, "decode.d0.loss_mask": 0.6906412571668625, "decode.d0.loss_dice": 1.4447222977876664, "decode.d1.loss_cls": 1.095819690823555, "decode.d1.loss_mask": 0.6706649005413056, "decode.d1.loss_dice": 1.3595513224601745, "decode.d2.loss_cls": 0.9658481359481812, "decode.d2.loss_mask": 0.6677861601114273, "decode.d2.loss_dice": 1.2623521864414216, "decode.d3.loss_cls": 0.9853398263454437, "decode.d3.loss_mask": 0.6592845186591149, "decode.d3.loss_dice": 1.2557216048240663, "decode.d4.loss_cls": 0.9991892725229263, "decode.d4.loss_mask": 0.6551973551511765, "decode.d4.loss_dice": 1.2427290022373199, "decode.d5.loss_cls": 0.9609770432114602, "decode.d5.loss_mask": 0.6518465936183929, "decode.d5.loss_dice": 1.2271502822637559, "decode.d6.loss_cls": 0.9547447577118874, "decode.d6.loss_mask": 0.6434404656291008, "decode.d6.loss_dice": 1.2708676993846892, "decode.d7.loss_cls": 0.9337575636804104, "decode.d7.loss_mask": 0.6543474331498146, "decode.d7.loss_dice": 1.2586856663227082, "decode.d8.loss_cls": 1.0402898997068406, "decode.d8.loss_mask": 0.6252939239144325, "decode.d8.loss_dice": 1.2514519214630127, "time": 0.5278379917144775, "memory": 7204, "step": 50000}
{"aAcc": 83.05, "mIoU": 50.2, "mAcc": 65.67, "data_time": 0.0019246591514800173, "time": 0.18414792311619002, "step": 50000}
{"lr": 7.134608860553972e-06, "data_time": 0.010255742073059081, "grad_norm": 85.99932479858398, "loss": 23.065833377838135, "decode.loss_cls": 0.6940643087029457, "decode.loss_mask": 0.6172909826040268, "decode.loss_dice": 0.7905107527971268, "decode.d0.loss_cls": 1.9534936428070069, "decode.d0.loss_mask": 0.7160786747932434, "decode.d0.loss_dice": 0.911688756942749, "decode.d1.loss_cls": 0.8950452849268913, "decode.d1.loss_mask": 0.6957934498786926, "decode.d1.loss_dice": 0.866524749994278, "decode.d2.loss_cls": 0.6984072923660278, "decode.d2.loss_mask": 0.6582998335361481, "decode.d2.loss_dice": 0.848042905330658, "decode.d3.loss_cls": 0.6281578548252582, "decode.d3.loss_mask": 0.6449078023433685, "decode.d3.loss_dice": 0.831806406378746, "decode.d4.loss_cls": 0.6639739952981472, "decode.d4.loss_mask": 0.6448412150144577, "decode.d4.loss_dice": 0.814714539051056, "decode.d5.loss_cls": 0.6572412826120854, "decode.d5.loss_mask": 0.6455211609601974, "decode.d5.loss_dice": 0.8252854526042939, "decode.d6.loss_cls": 0.6178974241018296, "decode.d6.loss_mask": 0.6263131856918335, "decode.d6.loss_dice": 0.835712942481041, "decode.d7.loss_cls": 0.7077817484736443, "decode.d7.loss_mask": 0.6249164819717408, "decode.d7.loss_dice": 0.8036294430494308, "decode.d8.loss_cls": 0.7037820003926754, "decode.d8.loss_mask": 0.6261651307344437, "decode.d8.loss_dice": 0.8179446756839752, "time": 0.5292046070098877, "memory": 7249, "step": 50050}
{"lr": 7.131688763236832e-06, "data_time": 0.009765315055847167, "grad_norm": 109.04282684326172, "loss": 24.651009464263915, "decode.loss_cls": 0.6811064437031746, "decode.loss_mask": 0.6290148019790649, "decode.loss_dice": 0.923038849234581, "decode.d0.loss_cls": 2.0413503885269164, "decode.d0.loss_mask": 0.6816424205899239, "decode.d0.loss_dice": 1.0484158039093017, "decode.d1.loss_cls": 0.8235065400600433, "decode.d1.loss_mask": 0.6904257148504257, "decode.d1.loss_dice": 1.0170199960470199, "decode.d2.loss_cls": 0.7682974219322205, "decode.d2.loss_mask": 0.664256802201271, "decode.d2.loss_dice": 0.9885248661041259, "decode.d3.loss_cls": 0.7779219657182693, "decode.d3.loss_mask": 0.6388329237699508, "decode.d3.loss_dice": 0.9260405361652374, "decode.d4.loss_cls": 0.7250372558832169, "decode.d4.loss_mask": 0.6564820259809494, "decode.d4.loss_dice": 0.9456512302160263, "decode.d5.loss_cls": 0.7161372348666191, "decode.d5.loss_mask": 0.6648971796035766, "decode.d5.loss_dice": 0.93250492811203, "decode.d6.loss_cls": 0.7194823116064072, "decode.d6.loss_mask": 0.6126450657844543, "decode.d6.loss_dice": 0.9015030428767205, "decode.d7.loss_cls": 0.6759632065892219, "decode.d7.loss_mask": 0.6466474413871766, "decode.d7.loss_dice": 0.9241300016641617, "decode.d8.loss_cls": 0.6692012295126915, "decode.d8.loss_mask": 0.6313399374485016, "decode.d8.loss_dice": 0.9299916476011276, "time": 0.529393196105957, "memory": 7221, "step": 50100}
{"lr": 7.128768533064193e-06, "data_time": 0.009675931930541993, "grad_norm": 89.18587493896484, "loss": 28.535667610168456, "decode.loss_cls": 1.0389995515346526, "decode.loss_mask": 0.5878220051527023, "decode.loss_dice": 1.0710794985294343, "decode.d0.loss_cls": 2.2877935767173767, "decode.d0.loss_mask": 0.6378747195005416, "decode.d0.loss_dice": 1.2208666265010835, "decode.d1.loss_cls": 1.1422196090221406, "decode.d1.loss_mask": 0.6442072182893753, "decode.d1.loss_dice": 1.1496954917907716, "decode.d2.loss_cls": 1.0726885497570038, "decode.d2.loss_mask": 0.6123170182108879, "decode.d2.loss_dice": 1.083947104215622, "decode.d3.loss_cls": 0.9555984646081924, "decode.d3.loss_mask": 0.6143197625875473, "decode.d3.loss_dice": 1.0937601804733277, "decode.d4.loss_cls": 0.9334283411502838, "decode.d4.loss_mask": 0.6121559798717499, "decode.d4.loss_dice": 1.0759331047534944, "decode.d5.loss_cls": 0.9150135725736618, "decode.d5.loss_mask": 0.6266082346439361, "decode.d5.loss_dice": 1.085825115442276, "decode.d6.loss_cls": 1.0502570509910583, "decode.d6.loss_mask": 0.6010677605867386, "decode.d6.loss_dice": 1.045172894001007, "decode.d7.loss_cls": 1.0450361728668214, "decode.d7.loss_mask": 0.6022567376494408, "decode.d7.loss_dice": 1.066613033413887, "decode.d8.loss_cls": 1.0169362068176269, "decode.d8.loss_mask": 0.5864464312791824, "decode.d8.loss_dice": 1.0597270786762238, "time": 0.5543669939041138, "memory": 7192, "step": 50150}
{"lr": 7.125848169969537e-06, "data_time": 0.009831881523132325, "grad_norm": 109.63109588623047, "loss": 37.45667400360107, "decode.loss_cls": 1.1589412450790406, "decode.loss_mask": 0.9070269584655761, "decode.loss_dice": 1.4918039679527282, "decode.d0.loss_cls": 2.471844470500946, "decode.d0.loss_mask": 0.9686624825000762, "decode.d0.loss_dice": 1.779288148880005, "decode.d1.loss_cls": 1.1451300024986266, "decode.d1.loss_mask": 0.9785862743854523, "decode.d1.loss_dice": 1.646915113925934, "decode.d2.loss_cls": 1.1388030737638473, "decode.d2.loss_mask": 0.970615440607071, "decode.d2.loss_dice": 1.5799808621406555, "decode.d3.loss_cls": 1.13943190574646, "decode.d3.loss_mask": 0.9281680285930634, "decode.d3.loss_dice": 1.5339128434658051, "decode.d4.loss_cls": 1.0731664687395095, "decode.d4.loss_mask": 0.9174195617437363, "decode.d4.loss_dice": 1.5539131999015807, "decode.d5.loss_cls": 1.035902538895607, "decode.d5.loss_mask": 0.9300842642784118, "decode.d5.loss_dice": 1.5600017666816712, "decode.d6.loss_cls": 1.0309465199708938, "decode.d6.loss_mask": 0.9412062466144562, "decode.d6.loss_dice": 1.525101214647293, "decode.d7.loss_cls": 1.0389375552535056, "decode.d7.loss_mask": 0.9703081101179123, "decode.d7.loss_dice": 1.5601061582565308, "decode.d8.loss_cls": 1.0911429613828658, "decode.d8.loss_mask": 0.8985841780900955, "decode.d8.loss_dice": 1.4907426178455352, "time": 0.531690526008606, "memory": 7288, "step": 50200}
{"lr": 7.122927673886279e-06, "data_time": 0.009704303741455079, "grad_norm": 91.0205581665039, "loss": 27.698103046417238, "decode.loss_cls": 0.6423534452915192, "decode.loss_mask": 0.8332884669303894, "decode.loss_dice": 0.9992482870817184, "decode.d0.loss_cls": 2.296955704689026, "decode.d0.loss_mask": 0.904572319984436, "decode.d0.loss_dice": 1.1603354543447495, "decode.d1.loss_cls": 0.8587061434984207, "decode.d1.loss_mask": 0.8344217717647553, "decode.d1.loss_dice": 1.108470755815506, "decode.d2.loss_cls": 0.7640407651662826, "decode.d2.loss_mask": 0.8242958098649978, "decode.d2.loss_dice": 1.0305208384990692, "decode.d3.loss_cls": 0.7294373914599419, "decode.d3.loss_mask": 0.8433930426836014, "decode.d3.loss_dice": 1.0118699997663498, "decode.d4.loss_cls": 0.7570032730698586, "decode.d4.loss_mask": 0.8162763029336929, "decode.d4.loss_dice": 1.0280822336673736, "decode.d5.loss_cls": 0.6884980827569962, "decode.d5.loss_mask": 0.8330692708492279, "decode.d5.loss_dice": 1.030957955121994, "decode.d6.loss_cls": 0.6545484349131584, "decode.d6.loss_mask": 0.8421626567840577, "decode.d6.loss_dice": 1.0149405509233476, "decode.d7.loss_cls": 0.7386243939399719, "decode.d7.loss_mask": 0.8640839636325837, "decode.d7.loss_dice": 1.0201531767845153, "decode.d8.loss_cls": 0.674351355433464, "decode.d8.loss_mask": 0.8595257878303528, "decode.d8.loss_dice": 1.0339158654212952, "time": 0.5296018600463868, "memory": 7257, "step": 50250}
{"lr": 7.120007044747777e-06, "data_time": 0.009841442108154297, "grad_norm": 103.73871688842773, "loss": 26.897284317016602, "decode.loss_cls": 0.7763173550367355, "decode.loss_mask": 0.7658587992191315, "decode.loss_dice": 0.9131031394004822, "decode.d0.loss_cls": 2.2441872715950013, "decode.d0.loss_mask": 0.8376816421747207, "decode.d0.loss_dice": 1.0709715873003005, "decode.d1.loss_cls": 0.9966313958168029, "decode.d1.loss_mask": 0.825458562374115, "decode.d1.loss_dice": 0.9946502208709717, "decode.d2.loss_cls": 0.9438392877578735, "decode.d2.loss_mask": 0.7904615491628647, "decode.d2.loss_dice": 0.9251542270183564, "decode.d3.loss_cls": 0.8388800650835038, "decode.d3.loss_mask": 0.7697592139244079, "decode.d3.loss_dice": 0.944279208779335, "decode.d4.loss_cls": 0.8010316848754883, "decode.d4.loss_mask": 0.7679999470710754, "decode.d4.loss_dice": 0.9259035527706146, "decode.d5.loss_cls": 0.7386886924505234, "decode.d5.loss_mask": 0.7544905483722687, "decode.d5.loss_dice": 0.9118240565061569, "decode.d6.loss_cls": 0.8130730777978897, "decode.d6.loss_mask": 0.7274947255849838, "decode.d6.loss_dice": 0.9010877519845962, "decode.d7.loss_cls": 0.8327288657426835, "decode.d7.loss_mask": 0.7278754860162735, "decode.d7.loss_dice": 0.9015708953142166, "decode.d8.loss_cls": 0.7867241770029068, "decode.d8.loss_mask": 0.7532510906457901, "decode.d8.loss_dice": 0.9163061797618866, "time": 0.531146240234375, "memory": 7283, "step": 50300}
{"lr": 7.117086282487311e-06, "data_time": 0.009793543815612793, "grad_norm": 100.23868942260742, "loss": 26.872133255004883, "decode.loss_cls": 0.6950921609997749, "decode.loss_mask": 0.7374996721744538, "decode.loss_dice": 1.0266522914171219, "decode.d0.loss_cls": 2.157833123207092, "decode.d0.loss_mask": 0.8014083832502366, "decode.d0.loss_dice": 1.2556057214736938, "decode.d1.loss_cls": 0.8727017492055893, "decode.d1.loss_mask": 0.7742208659648895, "decode.d1.loss_dice": 1.0998353630304336, "decode.d2.loss_cls": 0.7487028881907463, "decode.d2.loss_mask": 0.7528372347354889, "decode.d2.loss_dice": 1.0810730665922166, "decode.d3.loss_cls": 0.7048799842596054, "decode.d3.loss_mask": 0.7472084641456604, "decode.d3.loss_dice": 1.0585111141204835, "decode.d4.loss_cls": 0.6906014241278171, "decode.d4.loss_mask": 0.74842509329319, "decode.d4.loss_dice": 1.038854941725731, "decode.d5.loss_cls": 0.7138777077198029, "decode.d5.loss_mask": 0.7196355521678924, "decode.d5.loss_dice": 1.063373652100563, "decode.d6.loss_cls": 0.7164570070803166, "decode.d6.loss_mask": 0.7296306729316712, "decode.d6.loss_dice": 1.028313934803009, "decode.d7.loss_cls": 0.704795528203249, "decode.d7.loss_mask": 0.7194800525903702, "decode.d7.loss_dice": 1.0142230212688446, "decode.d8.loss_cls": 0.6965095221996307, "decode.d8.loss_mask": 0.7349339693784713, "decode.d8.loss_dice": 1.0389581799507142, "time": 0.5310872554779053, "memory": 7215, "step": 50350}
{"lr": 7.1141653870381016e-06, "data_time": 0.009538841247558594, "grad_norm": 76.76879501342773, "loss": 25.024625778198242, "decode.loss_cls": 0.5392922908067703, "decode.loss_mask": 0.639876215159893, "decode.loss_dice": 0.9997041523456573, "decode.d0.loss_cls": 2.3434094429016112, "decode.d0.loss_mask": 0.8075779259204865, "decode.d0.loss_dice": 1.2059832245111466, "decode.d1.loss_cls": 0.6688298612833024, "decode.d1.loss_mask": 0.7110174715518951, "decode.d1.loss_dice": 1.1501395165920258, "decode.d2.loss_cls": 0.6331669986248016, "decode.d2.loss_mask": 0.7195042267441749, "decode.d2.loss_dice": 1.098096314072609, "decode.d3.loss_cls": 0.5569729000329972, "decode.d3.loss_mask": 0.6836903229355812, "decode.d3.loss_dice": 1.0616062700748443, "decode.d4.loss_cls": 0.517673970758915, "decode.d4.loss_mask": 0.6751401469111442, "decode.d4.loss_dice": 1.0384366720914842, "decode.d5.loss_cls": 0.5476910829544067, "decode.d5.loss_mask": 0.6810902908444405, "decode.d5.loss_dice": 1.024614042043686, "decode.d6.loss_cls": 0.5491197377443313, "decode.d6.loss_mask": 0.6688990637660026, "decode.d6.loss_dice": 1.0376815408468247, "decode.d7.loss_cls": 0.5296647056937218, "decode.d7.loss_mask": 0.6712612435221672, "decode.d7.loss_dice": 1.0319015860557557, "decode.d8.loss_cls": 0.5459355369210244, "decode.d8.loss_mask": 0.656525831669569, "decode.d8.loss_dice": 1.0301239430904388, "time": 0.582217001914978, "memory": 7338, "step": 50400}
{"lr": 7.111244358333323e-06, "data_time": 0.009255766868591309, "grad_norm": 90.1487361907959, "loss": 25.96907596588135, "decode.loss_cls": 0.6275315076112747, "decode.loss_mask": 0.7109527677297592, "decode.loss_dice": 0.9676346033811569, "decode.d0.loss_cls": 2.2870563745498655, "decode.d0.loss_mask": 0.8256040126085281, "decode.d0.loss_dice": 1.2148138642311097, "decode.d1.loss_cls": 0.8015726923942565, "decode.d1.loss_mask": 0.7491129100322723, "decode.d1.loss_dice": 1.101557332277298, "decode.d2.loss_cls": 0.7678300052881241, "decode.d2.loss_mask": 0.7189158797264099, "decode.d2.loss_dice": 1.0316907525062562, "decode.d3.loss_cls": 0.6956243000924587, "decode.d3.loss_mask": 0.7030668377876281, "decode.d3.loss_dice": 1.000100925564766, "decode.d4.loss_cls": 0.6858534321188927, "decode.d4.loss_mask": 0.6932838916778564, "decode.d4.loss_dice": 0.9619199335575104, "decode.d5.loss_cls": 0.6901169046759605, "decode.d5.loss_mask": 0.7016285270452499, "decode.d5.loss_dice": 0.9870896399021148, "decode.d6.loss_cls": 0.6646249368786812, "decode.d6.loss_mask": 0.690370237827301, "decode.d6.loss_dice": 0.9506264060735703, "decode.d7.loss_cls": 0.6933797612786293, "decode.d7.loss_mask": 0.6983502864837646, "decode.d7.loss_dice": 0.9816491007804871, "decode.d8.loss_cls": 0.6537718504667283, "decode.d8.loss_mask": 0.7111916810274124, "decode.d8.loss_dice": 1.00215425491333, "time": 0.5328449487686158, "memory": 7194, "step": 50450}
{"lr": 7.108323196306068e-06, "data_time": 0.009225559234619141, "grad_norm": 71.43399467468262, "loss": 21.607666492462158, "decode.loss_cls": 0.588542278110981, "decode.loss_mask": 0.4885181725025177, "decode.loss_dice": 0.8667057096958161, "decode.d0.loss_cls": 2.0800823986530306, "decode.d0.loss_mask": 0.5653311163187027, "decode.d0.loss_dice": 1.021337741613388, "decode.d1.loss_cls": 0.7162342131137848, "decode.d1.loss_mask": 0.5379386454820633, "decode.d1.loss_dice": 0.9554468631744385, "decode.d2.loss_cls": 0.6820247218012809, "decode.d2.loss_mask": 0.4969354897737503, "decode.d2.loss_dice": 0.8956421285867691, "decode.d3.loss_cls": 0.651640185713768, "decode.d3.loss_mask": 0.4824327230453491, "decode.d3.loss_dice": 0.8634801089763642, "decode.d4.loss_cls": 0.6042535960674286, "decode.d4.loss_mask": 0.48448565006256106, "decode.d4.loss_dice": 0.8799749076366424, "decode.d5.loss_cls": 0.5398861542344093, "decode.d5.loss_mask": 0.4981106907129288, "decode.d5.loss_dice": 0.8937394678592682, "decode.d6.loss_cls": 0.5637088343501091, "decode.d6.loss_mask": 0.4962609350681305, "decode.d6.loss_dice": 0.8860556274652481, "decode.d7.loss_cls": 0.5918647244572639, "decode.d7.loss_mask": 0.48592703640460966, "decode.d7.loss_dice": 0.8561547607183456, "decode.d8.loss_cls": 0.5798981666564942, "decode.d8.loss_mask": 0.49361678063869474, "decode.d8.loss_dice": 0.8614364296197892, "time": 0.5323792457580566, "memory": 7195, "step": 50500}
{"lr": 7.105401900889367e-06, "data_time": 0.009200024604797363, "grad_norm": 89.33272247314453, "loss": 25.57109260559082, "decode.loss_cls": 0.736716240644455, "decode.loss_mask": 0.5563910633325577, "decode.loss_dice": 0.9792672783136368, "decode.d0.loss_cls": 2.4585670113563536, "decode.d0.loss_mask": 0.6099076688289642, "decode.d0.loss_dice": 1.0934080123901366, "decode.d1.loss_cls": 0.9273729830980301, "decode.d1.loss_mask": 0.5943942487239837, "decode.d1.loss_dice": 1.037376582622528, "decode.d2.loss_cls": 0.9112923502922058, "decode.d2.loss_mask": 0.5942621469497681, "decode.d2.loss_dice": 1.0084187686443329, "decode.d3.loss_cls": 0.8733559757471084, "decode.d3.loss_mask": 0.5618561983108521, "decode.d3.loss_dice": 0.9775814026594162, "decode.d4.loss_cls": 0.8748371541500092, "decode.d4.loss_mask": 0.5442090570926666, "decode.d4.loss_dice": 0.9908744752407074, "decode.d5.loss_cls": 0.8412134408950805, "decode.d5.loss_mask": 0.5628165006637573, "decode.d5.loss_dice": 0.9993802100419998, "decode.d6.loss_cls": 0.7737085700035096, "decode.d6.loss_mask": 0.5644005924463272, "decode.d6.loss_dice": 0.9506190150976181, "decode.d7.loss_cls": 0.7658874496817589, "decode.d7.loss_mask": 0.5589120984077454, "decode.d7.loss_dice": 0.9308523058891296, "decode.d8.loss_cls": 0.755298787355423, "decode.d8.loss_mask": 0.5594079345464706, "decode.d8.loss_dice": 0.9785079061985016, "time": 0.5580055952072144, "memory": 7263, "step": 50550}
{"lr": 7.102480472016195e-06, "data_time": 0.009515738487243653, "grad_norm": 89.29045906066895, "loss": 22.510101318359375, "decode.loss_cls": 0.8179039254784584, "decode.loss_mask": 0.5271259605884552, "decode.loss_dice": 0.7078201703727245, "decode.d0.loss_cls": 2.239599609375, "decode.d0.loss_mask": 0.5695088028907775, "decode.d0.loss_dice": 0.8599516063928604, "decode.d1.loss_cls": 0.9380731925368309, "decode.d1.loss_mask": 0.5407093092799187, "decode.d1.loss_dice": 0.7550996378064155, "decode.d2.loss_cls": 0.8679163172841072, "decode.d2.loss_mask": 0.5193393528461456, "decode.d2.loss_dice": 0.7341322675347328, "decode.d3.loss_cls": 0.84448669180274, "decode.d3.loss_mask": 0.5424404844641686, "decode.d3.loss_dice": 0.7277547001838685, "decode.d4.loss_cls": 0.8498822577297688, "decode.d4.loss_mask": 0.531072361767292, "decode.d4.loss_dice": 0.7222411431372165, "decode.d5.loss_cls": 0.8235917508602142, "decode.d5.loss_mask": 0.5241366893053054, "decode.d5.loss_dice": 0.717899939417839, "decode.d6.loss_cls": 0.8094046905636787, "decode.d6.loss_mask": 0.5178616583347321, "decode.d6.loss_dice": 0.7292645789682866, "decode.d7.loss_cls": 0.7720116689801216, "decode.d7.loss_mask": 0.5214315533638001, "decode.d7.loss_dice": 0.7247211880981922, "decode.d8.loss_cls": 0.8250532761216164, "decode.d8.loss_mask": 0.5177841857075691, "decode.d8.loss_dice": 0.7318833738565445, "time": 0.5316183567047119, "memory": 7207, "step": 50600}
{"lr": 7.099558909619451e-06, "data_time": 0.009328174591064452, "grad_norm": 88.04939765930176, "loss": 32.388377571105956, "decode.loss_cls": 0.9715213060379029, "decode.loss_mask": 0.8785883605480194, "decode.loss_dice": 1.2454997599124908, "decode.d0.loss_cls": 2.452518379688263, "decode.d0.loss_mask": 0.9676598846912384, "decode.d0.loss_dice": 1.3738857507705688, "decode.d1.loss_cls": 1.1477425694465637, "decode.d1.loss_mask": 0.8831545293331147, "decode.d1.loss_dice": 1.283985960483551, "decode.d2.loss_cls": 0.9707501918077469, "decode.d2.loss_mask": 0.8628145813941955, "decode.d2.loss_dice": 1.2220430225133896, "decode.d3.loss_cls": 0.9380949974060059, "decode.d3.loss_mask": 0.8515057682991027, "decode.d3.loss_dice": 1.2024547427892684, "decode.d4.loss_cls": 0.9334380745887756, "decode.d4.loss_mask": 0.8323172926902771, "decode.d4.loss_dice": 1.1880077183246613, "decode.d5.loss_cls": 0.9014676064252853, "decode.d5.loss_mask": 0.8490613043308258, "decode.d5.loss_dice": 1.2295910358428954, "decode.d6.loss_cls": 1.0130640417337418, "decode.d6.loss_mask": 0.8534613072872161, "decode.d6.loss_dice": 1.2106901466846467, "decode.d7.loss_cls": 0.9664135932922363, "decode.d7.loss_mask": 0.8653634667396546, "decode.d7.loss_dice": 1.2104200839996337, "decode.d8.loss_cls": 0.9762102842330933, "decode.d8.loss_mask": 0.8813958883285522, "decode.d8.loss_dice": 1.2252555072307587, "time": 0.5301485538482666, "memory": 7244, "step": 50650}
{"lr": 7.096637213631972e-06, "data_time": 0.00949864387512207, "grad_norm": 85.63596458435059, "loss": 30.627445220947266, "decode.loss_cls": 1.0379028603434564, "decode.loss_mask": 0.596887731552124, "decode.loss_dice": 1.2130618765950203, "decode.d0.loss_cls": 2.462422955036163, "decode.d0.loss_mask": 0.6477056115865707, "decode.d0.loss_dice": 1.4168520122766495, "decode.d1.loss_cls": 1.182020089030266, "decode.d1.loss_mask": 0.6241279125213623, "decode.d1.loss_dice": 1.3509804889559747, "decode.d2.loss_cls": 1.2550070375204085, "decode.d2.loss_mask": 0.6079136550426483, "decode.d2.loss_dice": 1.2392149299383164, "decode.d3.loss_cls": 1.0964885547757148, "decode.d3.loss_mask": 0.593440018594265, "decode.d3.loss_dice": 1.2065841995179654, "decode.d4.loss_cls": 1.0396312937140464, "decode.d4.loss_mask": 0.5945333272218705, "decode.d4.loss_dice": 1.1991165362298488, "decode.d5.loss_cls": 1.0504544585943223, "decode.d5.loss_mask": 0.5912877559661865, "decode.d5.loss_dice": 1.1824815586209296, "decode.d6.loss_cls": 1.074105803668499, "decode.d6.loss_mask": 0.5836455434560776, "decode.d6.loss_dice": 1.1706272833049298, "decode.d7.loss_cls": 1.0164483845233918, "decode.d7.loss_mask": 0.5815185561776162, "decode.d7.loss_dice": 1.1876792833209038, "decode.d8.loss_cls": 1.0517373114824295, "decode.d8.loss_mask": 0.5828692898154259, "decode.d8.loss_dice": 1.1906978860497475, "time": 0.5323708534240723, "memory": 7277, "step": 50700}
{"lr": 7.093715383986535e-06, "data_time": 0.009420084953308105, "grad_norm": 89.57870368957519, "loss": 22.27021493911743, "decode.loss_cls": 0.6121903836727143, "decode.loss_mask": 0.5635765820741654, "decode.loss_dice": 0.7915306568145752, "decode.d0.loss_cls": 2.264274126291275, "decode.d0.loss_mask": 0.6095303982496262, "decode.d0.loss_dice": 0.9421902924776078, "decode.d1.loss_cls": 0.814307676255703, "decode.d1.loss_mask": 0.5963192790746689, "decode.d1.loss_dice": 0.8734145909547806, "decode.d2.loss_cls": 0.6914679661393166, "decode.d2.loss_mask": 0.5877631872892379, "decode.d2.loss_dice": 0.8174716144800186, "decode.d3.loss_cls": 0.6452871844172478, "decode.d3.loss_mask": 0.5787915915250779, "decode.d3.loss_dice": 0.8264095336198807, "decode.d4.loss_cls": 0.6814808741211891, "decode.d4.loss_mask": 0.5792947500944138, "decode.d4.loss_dice": 0.808683580160141, "decode.d5.loss_cls": 0.6028800144791603, "decode.d5.loss_mask": 0.5883466124534606, "decode.d5.loss_dice": 0.8111990958452224, "decode.d6.loss_cls": 0.5928055956959725, "decode.d6.loss_mask": 0.5870348989963532, "decode.d6.loss_dice": 0.7880460619926453, "decode.d7.loss_cls": 0.6059373043477535, "decode.d7.loss_mask": 0.5707965672016144, "decode.d7.loss_dice": 0.8144164741039276, "decode.d8.loss_cls": 0.6374867409467697, "decode.d8.loss_mask": 0.5789917171001434, "decode.d8.loss_dice": 0.8082898557186127, "time": 0.5329967260360717, "memory": 7186, "step": 50750}
{"lr": 7.090793420615851e-06, "data_time": 0.009274744987487793, "grad_norm": 84.37757568359375, "loss": 21.61774950027466, "decode.loss_cls": 0.4518032319843769, "decode.loss_mask": 0.6159587442874909, "decode.loss_dice": 0.8704352498054504, "decode.d0.loss_cls": 1.9778838217258454, "decode.d0.loss_mask": 0.6655247926712036, "decode.d0.loss_dice": 0.9965633779764176, "decode.d1.loss_cls": 0.5892290458083153, "decode.d1.loss_mask": 0.702252197265625, "decode.d1.loss_dice": 0.9376356542110443, "decode.d2.loss_cls": 0.5172971457242965, "decode.d2.loss_mask": 0.6143616795539856, "decode.d2.loss_dice": 0.8857387840747833, "decode.d3.loss_cls": 0.4875932604074478, "decode.d3.loss_mask": 0.6162256479263306, "decode.d3.loss_dice": 0.8728847950696945, "decode.d4.loss_cls": 0.4592498019337654, "decode.d4.loss_mask": 0.6195509225130081, "decode.d4.loss_dice": 0.8886645376682282, "decode.d5.loss_cls": 0.45967021137475966, "decode.d5.loss_mask": 0.6186911016702652, "decode.d5.loss_dice": 0.8627318918704987, "decode.d6.loss_cls": 0.4562391169369221, "decode.d6.loss_mask": 0.6208189427852631, "decode.d6.loss_dice": 0.8917822778224945, "decode.d7.loss_cls": 0.4500930540263653, "decode.d7.loss_mask": 0.6070139348506928, "decode.d7.loss_dice": 0.8933270752429963, "decode.d8.loss_cls": 0.45900808498263357, "decode.d8.loss_mask": 0.6131738543510437, "decode.d8.loss_dice": 0.9163473069667816, "time": 0.5290472269058227, "memory": 7204, "step": 50800}
{"lr": 7.087871323452574e-06, "data_time": 0.010086846351623536, "grad_norm": 84.59581489562989, "loss": 29.748819160461426, "decode.loss_cls": 0.8360463783144951, "decode.loss_mask": 0.7760398656129837, "decode.loss_dice": 1.089190626144409, "decode.d0.loss_cls": 2.541267478466034, "decode.d0.loss_mask": 0.8367157369852066, "decode.d0.loss_dice": 1.2642812311649323, "decode.d1.loss_cls": 1.091162669658661, "decode.d1.loss_mask": 0.8108908563852311, "decode.d1.loss_dice": 1.1499447703361512, "decode.d2.loss_cls": 0.9646031394600868, "decode.d2.loss_mask": 0.7890293508768081, "decode.d2.loss_dice": 1.1376727104187012, "decode.d3.loss_cls": 0.9523311614990234, "decode.d3.loss_mask": 0.7757264763116837, "decode.d3.loss_dice": 1.0893340408802032, "decode.d4.loss_cls": 0.8619666576385498, "decode.d4.loss_mask": 0.7576111853122711, "decode.d4.loss_dice": 1.0990409195423125, "decode.d5.loss_cls": 0.8457418993115425, "decode.d5.loss_mask": 0.765324741601944, "decode.d5.loss_dice": 1.1155659198760985, "decode.d6.loss_cls": 0.8701280996203422, "decode.d6.loss_mask": 0.7657613307237625, "decode.d6.loss_dice": 1.097795271873474, "decode.d7.loss_cls": 0.8745975688099861, "decode.d7.loss_mask": 0.779471829533577, "decode.d7.loss_dice": 1.0973911166191102, "decode.d8.loss_cls": 0.8773806989192963, "decode.d8.loss_mask": 0.7869829654693603, "decode.d8.loss_dice": 1.0498236179351808, "time": 0.5593522787094116, "memory": 7175, "step": 50850}
{"lr": 7.084949092429279e-06, "data_time": 0.009863328933715821, "grad_norm": 89.3284194946289, "loss": 29.090042543411254, "decode.loss_cls": 0.7541603729128837, "decode.loss_mask": 0.7425856500864029, "decode.loss_dice": 1.1617976799607277, "decode.d0.loss_cls": 2.4042191982269285, "decode.d0.loss_mask": 0.8029268771409989, "decode.d0.loss_dice": 1.3801055923104286, "decode.d1.loss_cls": 0.8887285105884075, "decode.d1.loss_mask": 0.7915732085704803, "decode.d1.loss_dice": 1.308981366455555, "decode.d2.loss_cls": 0.7540083050727844, "decode.d2.loss_mask": 0.7587595671415329, "decode.d2.loss_dice": 1.2322614729404449, "decode.d3.loss_cls": 0.8052561149001122, "decode.d3.loss_mask": 0.7461353659629821, "decode.d3.loss_dice": 1.1547945886850357, "decode.d4.loss_cls": 0.7758842766284942, "decode.d4.loss_mask": 0.7512040197849273, "decode.d4.loss_dice": 1.1724838018417358, "decode.d5.loss_cls": 0.8276057258248329, "decode.d5.loss_mask": 0.7346441820263863, "decode.d5.loss_dice": 1.1394407086074352, "decode.d6.loss_cls": 0.786155030876398, "decode.d6.loss_mask": 0.7308982640504837, "decode.d6.loss_dice": 1.1726484522223473, "decode.d7.loss_cls": 0.7754302687942982, "decode.d7.loss_mask": 0.7323047548532486, "decode.d7.loss_dice": 1.1612645708024503, "decode.d8.loss_cls": 0.7477253176271915, "decode.d8.loss_mask": 0.7358410567045212, "decode.d8.loss_dice": 1.1602186858654022, "time": 0.5562479257583618, "memory": 7256, "step": 50900}
{"lr": 7.082026727478476e-06, "data_time": 0.009774255752563476, "grad_norm": 82.23161811828614, "loss": 29.045641231536866, "decode.loss_cls": 0.7532764002680779, "decode.loss_mask": 0.7019807159900665, "decode.loss_dice": 1.1217605948448182, "decode.d0.loss_cls": 2.563981521129608, "decode.d0.loss_mask": 0.7984941661357879, "decode.d0.loss_dice": 1.3803569972515106, "decode.d1.loss_cls": 1.110076181590557, "decode.d1.loss_mask": 0.7402318805456162, "decode.d1.loss_dice": 1.2208622932434081, "decode.d2.loss_cls": 0.9149366468191147, "decode.d2.loss_mask": 0.7185667127370834, "decode.d2.loss_dice": 1.1786938965320588, "decode.d3.loss_cls": 0.8810213029384613, "decode.d3.loss_mask": 0.6847942799329758, "decode.d3.loss_dice": 1.1138572990894318, "decode.d4.loss_cls": 0.814560703933239, "decode.d4.loss_mask": 0.7080638736486435, "decode.d4.loss_dice": 1.1424644052982331, "decode.d5.loss_cls": 0.7625426650047302, "decode.d5.loss_mask": 0.7078229486942291, "decode.d5.loss_dice": 1.145452219247818, "decode.d6.loss_cls": 0.774252736568451, "decode.d6.loss_mask": 0.7007447302341461, "decode.d6.loss_dice": 1.1405848562717438, "decode.d7.loss_cls": 0.7728695079684258, "decode.d7.loss_mask": 0.7046465128660202, "decode.d7.loss_dice": 1.1456575274467469, "decode.d8.loss_cls": 0.7813949227333069, "decode.d8.loss_mask": 0.707451531291008, "decode.d8.loss_dice": 1.1542402803897858, "time": 0.5806378602981568, "memory": 7246, "step": 50950}
{"lr": 7.079104228532624e-06, "data_time": 0.009819865226745605, "grad_norm": 79.01662979125976, "loss": 30.792913055419923, "decode.loss_cls": 0.8617711767554284, "decode.loss_mask": 0.7340800285339355, "decode.loss_dice": 1.2484158083796502, "decode.d0.loss_cls": 2.547188699245453, "decode.d0.loss_mask": 0.8049588799476624, "decode.d0.loss_dice": 1.453670534491539, "decode.d1.loss_cls": 1.0229040920734405, "decode.d1.loss_mask": 0.8015033647418022, "decode.d1.loss_dice": 1.3494357287883758, "decode.d2.loss_cls": 0.9057143747806549, "decode.d2.loss_mask": 0.7173186779022217, "decode.d2.loss_dice": 1.2915588185191154, "decode.d3.loss_cls": 0.9491034224629402, "decode.d3.loss_mask": 0.7077692687511444, "decode.d3.loss_dice": 1.2280971825122833, "decode.d4.loss_cls": 0.910596051812172, "decode.d4.loss_mask": 0.7134660422801972, "decode.d4.loss_dice": 1.2180568873882294, "decode.d5.loss_cls": 0.8748528465628624, "decode.d5.loss_mask": 0.7307145833969116, "decode.d5.loss_dice": 1.248316192626953, "decode.d6.loss_cls": 0.9106001362204552, "decode.d6.loss_mask": 0.7100006878376007, "decode.d6.loss_dice": 1.2476680263876916, "decode.d7.loss_cls": 0.8205287516117096, "decode.d7.loss_mask": 0.7243571221828461, "decode.d7.loss_dice": 1.2462885051965713, "decode.d8.loss_cls": 0.8368806838989258, "decode.d8.loss_mask": 0.7267515555024147, "decode.d8.loss_dice": 1.2503449589014053, "time": 0.5295719385147095, "memory": 7227, "step": 51000}
{"lr": 7.076181595524111e-06, "data_time": 0.009626650810241699, "grad_norm": 82.93329658508301, "loss": 28.241879272460938, "decode.loss_cls": 0.7943334355950356, "decode.loss_mask": 0.7732375472784042, "decode.loss_dice": 0.9911454349756241, "decode.d0.loss_cls": 2.2185243725776673, "decode.d0.loss_mask": 0.8935360014438629, "decode.d0.loss_dice": 1.2697666525840758, "decode.d1.loss_cls": 0.968937735259533, "decode.d1.loss_mask": 0.8112872540950775, "decode.d1.loss_dice": 1.122764441370964, "decode.d2.loss_cls": 0.8784465402364731, "decode.d2.loss_mask": 0.7729397684335708, "decode.d2.loss_dice": 1.0770616471767425, "decode.d3.loss_cls": 0.8957325309515, "decode.d3.loss_mask": 0.7553652197122573, "decode.d3.loss_dice": 1.013068300485611, "decode.d4.loss_cls": 0.8816402032971382, "decode.d4.loss_mask": 0.7611564695835114, "decode.d4.loss_dice": 1.0093900710344315, "decode.d5.loss_cls": 0.807199864089489, "decode.d5.loss_mask": 0.7843476086854935, "decode.d5.loss_dice": 1.0185653120279312, "decode.d6.loss_cls": 0.8109986811876297, "decode.d6.loss_mask": 0.7975747585296631, "decode.d6.loss_dice": 0.9911999493837357, "decode.d7.loss_cls": 0.7885440289974213, "decode.d7.loss_mask": 0.7844745457172394, "decode.d7.loss_dice": 0.9928930878639222, "decode.d8.loss_cls": 0.8004308924078941, "decode.d8.loss_mask": 0.7689855247735977, "decode.d8.loss_dice": 1.0083329677581787, "time": 0.5301327228546142, "memory": 7288, "step": 51050}
{"lr": 7.0732588283852575e-06, "data_time": 0.009473872184753419, "grad_norm": 91.74317779541016, "loss": 31.12975435256958, "decode.loss_cls": 0.8835862949490547, "decode.loss_mask": 0.6834569543600082, "decode.loss_dice": 1.324150303006172, "decode.d0.loss_cls": 2.338654065132141, "decode.d0.loss_mask": 0.7085523426532745, "decode.d0.loss_dice": 1.4655925631523132, "decode.d1.loss_cls": 1.0946667969226838, "decode.d1.loss_mask": 0.6752870678901672, "decode.d1.loss_dice": 1.3990932166576386, "decode.d2.loss_cls": 0.9902173548936843, "decode.d2.loss_mask": 0.6814552307128906, "decode.d2.loss_dice": 1.3796288788318634, "decode.d3.loss_cls": 0.884418086707592, "decode.d3.loss_mask": 0.6802051037549972, "decode.d3.loss_dice": 1.3515146553516388, "decode.d4.loss_cls": 0.8753382757306098, "decode.d4.loss_mask": 0.6790498167276382, "decode.d4.loss_dice": 1.3579630494117736, "decode.d5.loss_cls": 0.939563874900341, "decode.d5.loss_mask": 0.6679843634366989, "decode.d5.loss_dice": 1.346282958984375, "decode.d6.loss_cls": 0.8930295586585999, "decode.d6.loss_mask": 0.6660596400499343, "decode.d6.loss_dice": 1.3547891080379486, "decode.d7.loss_cls": 0.8121529176831246, "decode.d7.loss_mask": 0.676591831445694, "decode.d7.loss_dice": 1.3486455380916595, "decode.d8.loss_cls": 0.9698686465620995, "decode.d8.loss_mask": 0.6658988982439041, "decode.d8.loss_dice": 1.3360564082860946, "time": 0.5573355674743652, "memory": 7264, "step": 51100}
{"lr": 7.070335927048314e-06, "data_time": 0.009337830543518066, "grad_norm": 78.83808059692383, "loss": 32.46911001205444, "decode.loss_cls": 0.8663841038942337, "decode.loss_mask": 0.7913388311862946, "decode.loss_dice": 1.341683804988861, "decode.d0.loss_cls": 2.4317042231559753, "decode.d0.loss_mask": 0.8721315830945968, "decode.d0.loss_dice": 1.5990769207477569, "decode.d1.loss_cls": 1.019071877002716, "decode.d1.loss_mask": 0.7967388212680817, "decode.d1.loss_dice": 1.4419694602489472, "decode.d2.loss_cls": 0.9570842683315277, "decode.d2.loss_mask": 0.7764379680156708, "decode.d2.loss_dice": 1.4225051820278167, "decode.d3.loss_cls": 0.9332639008760453, "decode.d3.loss_mask": 0.7866252422332763, "decode.d3.loss_dice": 1.3527405917644502, "decode.d4.loss_cls": 0.8557444453239441, "decode.d4.loss_mask": 0.791793167591095, "decode.d4.loss_dice": 1.3988767087459564, "decode.d5.loss_cls": 0.8563592225313187, "decode.d5.loss_mask": 0.7881642192602157, "decode.d5.loss_dice": 1.3572169959545135, "decode.d6.loss_cls": 0.8215964525938034, "decode.d6.loss_mask": 0.8011203736066819, "decode.d6.loss_dice": 1.3624706089496612, "decode.d7.loss_cls": 0.9089998096227646, "decode.d7.loss_mask": 0.7740520417690278, "decode.d7.loss_dice": 1.344510567188263, "decode.d8.loss_cls": 0.8858311146497726, "decode.d8.loss_mask": 0.7767002284526825, "decode.d8.loss_dice": 1.356916531920433, "time": 0.5291344881057739, "memory": 7287, "step": 51150}
{"lr": 7.067412891445473e-06, "data_time": 0.009465432167053223, "grad_norm": 84.58288230895997, "loss": 27.17581491470337, "decode.loss_cls": 0.7081611566245556, "decode.loss_mask": 0.7111354112625122, "decode.loss_dice": 1.0985005706548692, "decode.d0.loss_cls": 2.2653294444084167, "decode.d0.loss_mask": 0.7342401772737503, "decode.d0.loss_dice": 1.173280769586563, "decode.d1.loss_cls": 0.863143926858902, "decode.d1.loss_mask": 0.728263321518898, "decode.d1.loss_dice": 1.129761964082718, "decode.d2.loss_cls": 0.8869115307927131, "decode.d2.loss_mask": 0.7067095905542373, "decode.d2.loss_dice": 1.0890373080968856, "decode.d3.loss_cls": 0.8283423513174057, "decode.d3.loss_mask": 0.6832273840904236, "decode.d3.loss_dice": 1.0470964848995208, "decode.d4.loss_cls": 0.7386613771319389, "decode.d4.loss_mask": 0.7075445473194122, "decode.d4.loss_dice": 1.0600114464759827, "decode.d5.loss_cls": 0.7345983564853669, "decode.d5.loss_mask": 0.710752609372139, "decode.d5.loss_dice": 1.0680416494607925, "decode.d6.loss_cls": 0.7584733754396439, "decode.d6.loss_mask": 0.720095232129097, "decode.d6.loss_dice": 1.077689963579178, "decode.d7.loss_cls": 0.6971967794001103, "decode.d7.loss_mask": 0.7136373966932297, "decode.d7.loss_dice": 1.0651698648929595, "decode.d8.loss_cls": 0.7002402767539024, "decode.d8.loss_mask": 0.7088934242725372, "decode.d8.loss_dice": 1.0616675585508346, "time": 0.5312189340591431, "memory": 7223, "step": 51200}
{"lr": 7.064489721508855e-06, "data_time": 0.009382319450378419, "grad_norm": 95.8318084716797, "loss": 33.45796451568604, "decode.loss_cls": 0.9147285848855973, "decode.loss_mask": 0.8498888969421386, "decode.loss_dice": 1.2860974192619323, "decode.d0.loss_cls": 2.384491950273514, "decode.d0.loss_mask": 0.947590458393097, "decode.d0.loss_dice": 1.5243873029947281, "decode.d1.loss_cls": 1.08857481777668, "decode.d1.loss_mask": 0.9176475703716278, "decode.d1.loss_dice": 1.436847484111786, "decode.d2.loss_cls": 1.0334916055202483, "decode.d2.loss_mask": 0.8744668900966645, "decode.d2.loss_dice": 1.379146409034729, "decode.d3.loss_cls": 1.0283614456653596, "decode.d3.loss_mask": 0.8512546598911286, "decode.d3.loss_dice": 1.2682654589414597, "decode.d4.loss_cls": 0.9608053058385849, "decode.d4.loss_mask": 0.8776653707027435, "decode.d4.loss_dice": 1.312859207391739, "decode.d5.loss_cls": 1.0155469000339508, "decode.d5.loss_mask": 0.880907553434372, "decode.d5.loss_dice": 1.3130954176187515, "decode.d6.loss_cls": 0.9454504102468491, "decode.d6.loss_mask": 0.8732157468795776, "decode.d6.loss_dice": 1.3085359424352645, "decode.d7.loss_cls": 0.9454306334257125, "decode.d7.loss_mask": 0.8428259491920471, "decode.d7.loss_dice": 1.3080154567956925, "decode.d8.loss_cls": 0.9237879067659378, "decode.d8.loss_mask": 0.8505389332771301, "decode.d8.loss_dice": 1.3140428602695464, "time": 0.5295543193817138, "memory": 7251, "step": 51250}
{"lr": 7.061566417170533e-06, "data_time": 0.009371495246887207, "grad_norm": 83.96604957580567, "loss": 23.397834300994873, "decode.loss_cls": 0.5721302106976509, "decode.loss_mask": 0.6850683853030205, "decode.loss_dice": 0.8938165679574013, "decode.d0.loss_cls": 1.9514808118343354, "decode.d0.loss_mask": 0.7305145844817161, "decode.d0.loss_dice": 1.0092468097805978, "decode.d1.loss_cls": 0.7851807817816734, "decode.d1.loss_mask": 0.7072550132870674, "decode.d1.loss_dice": 0.9808380842208863, "decode.d2.loss_cls": 0.688936510682106, "decode.d2.loss_mask": 0.6621411696076394, "decode.d2.loss_dice": 0.8742767304182053, "decode.d3.loss_cls": 0.6293375089764595, "decode.d3.loss_mask": 0.6740737572312355, "decode.d3.loss_dice": 0.8791223287582397, "decode.d4.loss_cls": 0.6152608379721641, "decode.d4.loss_mask": 0.6828150019049645, "decode.d4.loss_dice": 0.8873381555080414, "decode.d5.loss_cls": 0.6144462674856186, "decode.d5.loss_mask": 0.6534769758582115, "decode.d5.loss_dice": 0.8514366433024406, "decode.d6.loss_cls": 0.6117373242974281, "decode.d6.loss_mask": 0.6690453484654426, "decode.d6.loss_dice": 0.8658469393849373, "decode.d7.loss_cls": 0.5916412755846977, "decode.d7.loss_mask": 0.6619667083024978, "decode.d7.loss_dice": 0.8521830752491951, "decode.d8.loss_cls": 0.5638258397579193, "decode.d8.loss_mask": 0.6713409811258316, "decode.d8.loss_dice": 0.8820542007684707, "time": 0.529810094833374, "memory": 7257, "step": 51300}
{"lr": 7.058642978362491e-06, "data_time": 0.009198856353759766, "grad_norm": 78.67430000305175, "loss": 26.369670867919922, "decode.loss_cls": 0.6540307387709617, "decode.loss_mask": 0.5865950673818588, "decode.loss_dice": 1.0887226313352585, "decode.d0.loss_cls": 2.4082628011703493, "decode.d0.loss_mask": 0.6676703155040741, "decode.d0.loss_dice": 1.2485859900712968, "decode.d1.loss_cls": 0.9516622811555863, "decode.d1.loss_mask": 0.6144054979085922, "decode.d1.loss_dice": 1.2148591458797455, "decode.d2.loss_cls": 0.8337473645806313, "decode.d2.loss_mask": 0.6063663423061371, "decode.d2.loss_dice": 1.0990415573120118, "decode.d3.loss_cls": 0.7447303861379624, "decode.d3.loss_mask": 0.5985013991594315, "decode.d3.loss_dice": 1.0866433411836625, "decode.d4.loss_cls": 0.7063521921634675, "decode.d4.loss_mask": 0.6048908978700638, "decode.d4.loss_dice": 1.1211621940135956, "decode.d5.loss_cls": 0.7167787283658982, "decode.d5.loss_mask": 0.5839540004730225, "decode.d5.loss_dice": 1.0874784290790558, "decode.d6.loss_cls": 0.6852355897426605, "decode.d6.loss_mask": 0.6139870822429657, "decode.d6.loss_dice": 1.1136523872613906, "decode.d7.loss_cls": 0.6770444616675377, "decode.d7.loss_mask": 0.6083851844072342, "decode.d7.loss_dice": 1.0740634500980377, "decode.d8.loss_cls": 0.6955976545810699, "decode.d8.loss_mask": 0.590200999379158, "decode.d8.loss_dice": 1.0870633661746978, "time": 0.5323908805847168, "memory": 7230, "step": 51350}
{"lr": 7.05571940501665e-06, "data_time": 0.009547829627990723, "grad_norm": 96.2206859588623, "loss": 33.97532796859741, "decode.loss_cls": 1.0680190324783325, "decode.loss_mask": 0.7254975110292434, "decode.loss_dice": 1.2775709241628648, "decode.d0.loss_cls": 2.6420677423477175, "decode.d0.loss_mask": 0.8788117945194245, "decode.d0.loss_dice": 1.5804433226585388, "decode.d1.loss_cls": 1.2850768446922303, "decode.d1.loss_mask": 0.8303834676742554, "decode.d1.loss_dice": 1.494105076789856, "decode.d2.loss_cls": 1.2153855353593825, "decode.d2.loss_mask": 0.7486368656158447, "decode.d2.loss_dice": 1.3902312338352203, "decode.d3.loss_cls": 1.129120370745659, "decode.d3.loss_mask": 0.7498951226472854, "decode.d3.loss_dice": 1.3447996497154235, "decode.d4.loss_cls": 1.0926546245813369, "decode.d4.loss_mask": 0.747428098320961, "decode.d4.loss_dice": 1.3481576830148696, "decode.d5.loss_cls": 1.0770370930433273, "decode.d5.loss_mask": 0.7257302552461624, "decode.d5.loss_dice": 1.332133737206459, "decode.d6.loss_cls": 1.0426693975925445, "decode.d6.loss_mask": 0.7417516231536865, "decode.d6.loss_dice": 1.321434071660042, "decode.d7.loss_cls": 1.029371330142021, "decode.d7.loss_mask": 0.7452241599559783, "decode.d7.loss_dice": 1.3156958550214768, "decode.d8.loss_cls": 1.043116295337677, "decode.d8.loss_mask": 0.7266635447740555, "decode.d8.loss_dice": 1.3262169748544692, "time": 0.5304783582687378, "memory": 7195, "step": 51400}
{"lr": 7.052795697064886e-06, "data_time": 0.009327197074890136, "grad_norm": 83.71937522888183, "loss": 22.536013031005858, "decode.loss_cls": 0.5894346848130226, "decode.loss_mask": 0.5707641124725342, "decode.loss_dice": 0.851828733086586, "decode.d0.loss_cls": 2.1183011293411256, "decode.d0.loss_mask": 0.6591896712779999, "decode.d0.loss_dice": 1.0221582293510436, "decode.d1.loss_cls": 0.8190680518746376, "decode.d1.loss_mask": 0.5889945209026337, "decode.d1.loss_dice": 0.9087043881416321, "decode.d2.loss_cls": 0.8064572811126709, "decode.d2.loss_mask": 0.5730713754892349, "decode.d2.loss_dice": 0.8690847158432007, "decode.d3.loss_cls": 0.677639602124691, "decode.d3.loss_mask": 0.5741314321756363, "decode.d3.loss_dice": 0.8581619262695312, "decode.d4.loss_cls": 0.619607812166214, "decode.d4.loss_mask": 0.5823616832494736, "decode.d4.loss_dice": 0.8418733298778533, "decode.d5.loss_cls": 0.5934618547558784, "decode.d5.loss_mask": 0.5791520863771439, "decode.d5.loss_dice": 0.8563904106616974, "decode.d6.loss_cls": 0.5891452953219414, "decode.d6.loss_mask": 0.5597265720367431, "decode.d6.loss_dice": 0.8498986065387726, "decode.d7.loss_cls": 0.571176964044571, "decode.d7.loss_mask": 0.5808622509241104, "decode.d7.loss_dice": 0.8452989012002945, "decode.d8.loss_cls": 0.5689663916826249, "decode.d8.loss_mask": 0.5749119639396667, "decode.d8.loss_dice": 0.8361879348754883, "time": 0.5315618515014648, "memory": 7263, "step": 51450}
{"lr": 7.049871854438986e-06, "data_time": 0.009410905838012695, "grad_norm": 83.56581573486328, "loss": 23.816632652282713, "decode.loss_cls": 0.5351287174969912, "decode.loss_mask": 0.6479178473353386, "decode.loss_dice": 0.9395861998200417, "decode.d0.loss_cls": 1.9257850766181945, "decode.d0.loss_mask": 0.746380802989006, "decode.d0.loss_dice": 1.1782690450549125, "decode.d1.loss_cls": 0.7048672631382942, "decode.d1.loss_mask": 0.7131626769900322, "decode.d1.loss_dice": 1.0731589287519454, "decode.d2.loss_cls": 0.6061326812952756, "decode.d2.loss_mask": 0.6813049584627151, "decode.d2.loss_dice": 1.0147269532084464, "decode.d3.loss_cls": 0.5764976229518652, "decode.d3.loss_mask": 0.6622689440846443, "decode.d3.loss_dice": 0.9794986784458161, "decode.d4.loss_cls": 0.5303203940391541, "decode.d4.loss_mask": 0.6751417070627213, "decode.d4.loss_dice": 0.9799524828791618, "decode.d5.loss_cls": 0.5137243740260601, "decode.d5.loss_mask": 0.6586951494216919, "decode.d5.loss_dice": 0.9919928595423698, "decode.d6.loss_cls": 0.5521367348730564, "decode.d6.loss_mask": 0.663163137435913, "decode.d6.loss_dice": 0.9567032113671303, "decode.d7.loss_cls": 0.5501764781773091, "decode.d7.loss_mask": 0.6610143184661865, "decode.d7.loss_dice": 0.9551295965909958, "decode.d8.loss_cls": 0.5353728100657463, "decode.d8.loss_mask": 0.6529886156320572, "decode.d8.loss_dice": 0.9554360270500183, "time": 0.5300622463226319, "memory": 7234, "step": 51500}
{"lr": 7.046947877070685e-06, "data_time": 0.009084439277648926, "grad_norm": 81.2100730895996, "loss": 22.87834143638611, "decode.loss_cls": 0.5485135339200496, "decode.loss_mask": 0.6396790474653244, "decode.loss_dice": 0.8854335516691207, "decode.d0.loss_cls": 2.075950562953949, "decode.d0.loss_mask": 0.6557700634002686, "decode.d0.loss_dice": 1.098239281773567, "decode.d1.loss_cls": 0.6842688590288162, "decode.d1.loss_mask": 0.6514462187886239, "decode.d1.loss_dice": 0.9329410046339035, "decode.d2.loss_cls": 0.6239047452807427, "decode.d2.loss_mask": 0.6373831003904342, "decode.d2.loss_dice": 0.9001664578914642, "decode.d3.loss_cls": 0.6217281624674798, "decode.d3.loss_mask": 0.622637401521206, "decode.d3.loss_dice": 0.8973527878522873, "decode.d4.loss_cls": 0.5308013610541821, "decode.d4.loss_mask": 0.633983539044857, "decode.d4.loss_dice": 0.9247208654880523, "decode.d5.loss_cls": 0.5427697591483593, "decode.d5.loss_mask": 0.6312890529632569, "decode.d5.loss_dice": 0.9262140184640885, "decode.d6.loss_cls": 0.5852728478610516, "decode.d6.loss_mask": 0.6211949497461319, "decode.d6.loss_dice": 0.9008178114891052, "decode.d7.loss_cls": 0.5503515124320983, "decode.d7.loss_mask": 0.632198053598404, "decode.d7.loss_dice": 0.9037604361772538, "decode.d8.loss_cls": 0.48900016993284223, "decode.d8.loss_mask": 0.6334499806165695, "decode.d8.loss_dice": 0.897102090716362, "time": 0.5841275453567505, "memory": 7179, "step": 51550}
{"lr": 7.044023764891653e-06, "data_time": 0.00946204662322998, "grad_norm": 80.42064018249512, "loss": 22.57754487991333, "decode.loss_cls": 0.5393699914216995, "decode.loss_mask": 0.6299572467803956, "decode.loss_dice": 0.8625235855579376, "decode.d0.loss_cls": 2.099568474292755, "decode.d0.loss_mask": 0.6909428477287293, "decode.d0.loss_dice": 0.9580881476402283, "decode.d1.loss_cls": 0.6684511512517929, "decode.d1.loss_mask": 0.6631048530340194, "decode.d1.loss_dice": 0.9443141639232635, "decode.d2.loss_cls": 0.6103921622037888, "decode.d2.loss_mask": 0.645434308052063, "decode.d2.loss_dice": 0.8981400579214096, "decode.d3.loss_cls": 0.5536023885011673, "decode.d3.loss_mask": 0.6540670901536941, "decode.d3.loss_dice": 0.8761858880519867, "decode.d4.loss_cls": 0.5368871912360191, "decode.d4.loss_mask": 0.6470759183168411, "decode.d4.loss_dice": 0.8815278828144073, "decode.d5.loss_cls": 0.5334929019212723, "decode.d5.loss_mask": 0.646102249622345, "decode.d5.loss_dice": 0.8878955513238906, "decode.d6.loss_cls": 0.568708424270153, "decode.d6.loss_mask": 0.6345538079738617, "decode.d6.loss_dice": 0.8562365204095841, "decode.d7.loss_cls": 0.5178631901741028, "decode.d7.loss_mask": 0.6384606480598449, "decode.d7.loss_dice": 0.858708968758583, "decode.d8.loss_cls": 0.575638322532177, "decode.d8.loss_mask": 0.6381107777357101, "decode.d8.loss_dice": 0.8621402859687806, "time": 0.5301964044570923, "memory": 7229, "step": 51600}
{"lr": 7.041099517833485e-06, "data_time": 0.009324193000793457, "grad_norm": 79.14863662719726, "loss": 25.145451021194457, "decode.loss_cls": 0.6785577069967985, "decode.loss_mask": 0.6582697227597236, "decode.loss_dice": 0.9256268173456192, "decode.d0.loss_cls": 2.0789437770843504, "decode.d0.loss_mask": 0.7457324758172035, "decode.d0.loss_dice": 1.1457087367773056, "decode.d1.loss_cls": 0.8868771910667419, "decode.d1.loss_mask": 0.7206523239612579, "decode.d1.loss_dice": 1.0576775297522545, "decode.d2.loss_cls": 0.7353380419313907, "decode.d2.loss_mask": 0.6759767040610314, "decode.d2.loss_dice": 0.9875168159604073, "decode.d3.loss_cls": 0.7053602442145348, "decode.d3.loss_mask": 0.669125446677208, "decode.d3.loss_dice": 0.9498346030712128, "decode.d4.loss_cls": 0.7145789414644241, "decode.d4.loss_mask": 0.6594850361347199, "decode.d4.loss_dice": 0.9475309997797012, "decode.d5.loss_cls": 0.7159953888505697, "decode.d5.loss_mask": 0.6602798029780388, "decode.d5.loss_dice": 0.9442762419581413, "decode.d6.loss_cls": 0.70911395996809, "decode.d6.loss_mask": 0.6568270474672318, "decode.d6.loss_dice": 0.9350280791521073, "decode.d7.loss_cls": 0.7153793958947062, "decode.d7.loss_mask": 0.6563563928008079, "decode.d7.loss_dice": 0.9487011760473252, "decode.d8.loss_cls": 0.6791814247146248, "decode.d8.loss_mask": 0.6537464946508408, "decode.d8.loss_dice": 0.9277716860175133, "time": 0.556279182434082, "memory": 7205, "step": 51650}
{"lr": 7.038175135827703e-06, "data_time": 0.009431695938110352, "grad_norm": 89.48868255615234, "loss": 29.951763343811034, "decode.loss_cls": 0.7962238818407059, "decode.loss_mask": 0.7389606416225434, "decode.loss_dice": 1.2066042304039002, "decode.d0.loss_cls": 2.4879613399505613, "decode.d0.loss_mask": 0.8623967736959457, "decode.d0.loss_dice": 1.4294153928756714, "decode.d1.loss_cls": 0.9538228809833527, "decode.d1.loss_mask": 0.8109877824783325, "decode.d1.loss_dice": 1.3617644250392913, "decode.d2.loss_cls": 0.8162079721689224, "decode.d2.loss_mask": 0.7741231948137284, "decode.d2.loss_dice": 1.2859327793121338, "decode.d3.loss_cls": 0.7739147663116455, "decode.d3.loss_mask": 0.7507412642240524, "decode.d3.loss_dice": 1.232478415966034, "decode.d4.loss_cls": 0.7748739808797837, "decode.d4.loss_mask": 0.7439223408699036, "decode.d4.loss_dice": 1.2069374799728394, "decode.d5.loss_cls": 0.7337977349758148, "decode.d5.loss_mask": 0.7418186128139496, "decode.d5.loss_dice": 1.2384866237640382, "decode.d6.loss_cls": 0.8102148681879043, "decode.d6.loss_mask": 0.7541310101747513, "decode.d6.loss_dice": 1.2175819039344788, "decode.d7.loss_cls": 0.7831577867269516, "decode.d7.loss_mask": 0.7444040894508361, "decode.d7.loss_dice": 1.2322961449623109, "decode.d8.loss_cls": 0.7359854251146316, "decode.d8.loss_mask": 0.7432005763053894, "decode.d8.loss_dice": 1.2094201505184174, "time": 0.5576288938522339, "memory": 7254, "step": 51700}
{"lr": 7.035250618805783e-06, "data_time": 0.009455442428588867, "grad_norm": 78.03196563720704, "loss": 24.547368907928465, "decode.loss_cls": 0.7019875347614288, "decode.loss_mask": 0.6190791040658951, "decode.loss_dice": 0.9107572317123414, "decode.d0.loss_cls": 2.012952673435211, "decode.d0.loss_mask": 0.6765348121523858, "decode.d0.loss_dice": 1.1410709917545319, "decode.d1.loss_cls": 0.8069041311740875, "decode.d1.loss_mask": 0.6880835860967636, "decode.d1.loss_dice": 1.0046915471553803, "decode.d2.loss_cls": 0.7415485620498657, "decode.d2.loss_mask": 0.6239983513951302, "decode.d2.loss_dice": 0.9839118301868439, "decode.d3.loss_cls": 0.7536718666553497, "decode.d3.loss_mask": 0.5979456305503845, "decode.d3.loss_dice": 0.9238003730773926, "decode.d4.loss_cls": 0.7254943072795867, "decode.d4.loss_mask": 0.6072026759386062, "decode.d4.loss_dice": 0.9186701476573944, "decode.d5.loss_cls": 0.806609234213829, "decode.d5.loss_mask": 0.6207760170102119, "decode.d5.loss_dice": 0.8985819786787033, "decode.d6.loss_cls": 0.7097024381160736, "decode.d6.loss_mask": 0.6307444304227829, "decode.d6.loss_dice": 0.9114228367805481, "decode.d7.loss_cls": 0.7061151176691055, "decode.d7.loss_mask": 0.6324599191546441, "decode.d7.loss_dice": 0.9078502655029297, "decode.d8.loss_cls": 0.7214236378669738, "decode.d8.loss_mask": 0.6452610522508622, "decode.d8.loss_dice": 0.9181166589260101, "time": 0.530239462852478, "memory": 7234, "step": 51750}
{"lr": 7.032325966699118e-06, "data_time": 0.009764146804809571, "grad_norm": 81.8298110961914, "loss": 22.982290744781494, "decode.loss_cls": 0.6659763008356094, "decode.loss_mask": 0.6612835228443146, "decode.loss_dice": 0.7475568428635597, "decode.d0.loss_cls": 2.1200349807739256, "decode.d0.loss_mask": 0.7397671222686768, "decode.d0.loss_dice": 0.8796365141868592, "decode.d1.loss_cls": 0.9251970820128917, "decode.d1.loss_mask": 0.7034676909446717, "decode.d1.loss_dice": 0.8157568782567978, "decode.d2.loss_cls": 0.7118211351335049, "decode.d2.loss_mask": 0.6628876268863678, "decode.d2.loss_dice": 0.7679676949977875, "decode.d3.loss_cls": 0.7011162810027599, "decode.d3.loss_mask": 0.6494380086660385, "decode.d3.loss_dice": 0.7427854359149932, "decode.d4.loss_cls": 0.7033210761845112, "decode.d4.loss_mask": 0.6532187268137932, "decode.d4.loss_dice": 0.7437363654375077, "decode.d5.loss_cls": 0.6497003503143788, "decode.d5.loss_mask": 0.6712453007698059, "decode.d5.loss_dice": 0.7483757942914963, "decode.d6.loss_cls": 0.6788428373634815, "decode.d6.loss_mask": 0.6563380554318428, "decode.d6.loss_dice": 0.7667322903871536, "decode.d7.loss_cls": 0.7166007898747921, "decode.d7.loss_mask": 0.6648008644580841, "decode.d7.loss_dice": 0.7522657260298728, "decode.d8.loss_cls": 0.6569821514189244, "decode.d8.loss_mask": 0.653662234544754, "decode.d8.loss_dice": 0.7717745795845985, "time": 0.5289801836013794, "memory": 7206, "step": 51800}
{"lr": 7.02940117943905e-06, "data_time": 0.009836149215698243, "grad_norm": 78.97197189331055, "loss": 19.92438135147095, "decode.loss_cls": 0.46828393265604973, "decode.loss_mask": 0.4804159224033356, "decode.loss_dice": 0.8043442815542221, "decode.d0.loss_cls": 1.9830420732498169, "decode.d0.loss_mask": 0.5448797315359115, "decode.d0.loss_dice": 0.9573879063129425, "decode.d1.loss_cls": 0.6457117736339569, "decode.d1.loss_mask": 0.547487060725689, "decode.d1.loss_dice": 0.8697015672922135, "decode.d2.loss_cls": 0.4893851116299629, "decode.d2.loss_mask": 0.5146136656403542, "decode.d2.loss_dice": 0.8388744086027146, "decode.d3.loss_cls": 0.4996180132031441, "decode.d3.loss_mask": 0.510390454530716, "decode.d3.loss_dice": 0.8034401923418045, "decode.d4.loss_cls": 0.5102217420935631, "decode.d4.loss_mask": 0.5200057178735733, "decode.d4.loss_dice": 0.8438395947217942, "decode.d5.loss_cls": 0.4718749918043613, "decode.d5.loss_mask": 0.5011980921030045, "decode.d5.loss_dice": 0.8233256250619888, "decode.d6.loss_cls": 0.4557897746562958, "decode.d6.loss_mask": 0.4985168054699898, "decode.d6.loss_dice": 0.8068116128444671, "decode.d7.loss_cls": 0.45124685019254684, "decode.d7.loss_mask": 0.4971951961517334, "decode.d7.loss_dice": 0.8158797040581703, "decode.d8.loss_cls": 0.48192653730511664, "decode.d8.loss_mask": 0.49259399622678757, "decode.d8.loss_dice": 0.7963795095682145, "time": 0.5309942960739136, "memory": 7287, "step": 51850}
{"lr": 7.026476256956831e-06, "data_time": 0.010235333442687988, "grad_norm": 91.1145866394043, "loss": 24.191806030273437, "decode.loss_cls": 0.6035572081804276, "decode.loss_mask": 0.7083366453647614, "decode.loss_dice": 0.8703211188316345, "decode.d0.loss_cls": 1.9792410135269165, "decode.d0.loss_mask": 0.8060263007879257, "decode.d0.loss_dice": 1.0257943451404572, "decode.d1.loss_cls": 0.8532060742378235, "decode.d1.loss_mask": 0.7296444803476334, "decode.d1.loss_dice": 0.9343750745058059, "decode.d2.loss_cls": 0.7328269779682159, "decode.d2.loss_mask": 0.6993208467960358, "decode.d2.loss_dice": 0.9056558251380921, "decode.d3.loss_cls": 0.7101699590682984, "decode.d3.loss_mask": 0.6990505516529083, "decode.d3.loss_dice": 0.8329903960227967, "decode.d4.loss_cls": 0.7013465031981468, "decode.d4.loss_mask": 0.697977676987648, "decode.d4.loss_dice": 0.8488158494234085, "decode.d5.loss_cls": 0.6776086539030075, "decode.d5.loss_mask": 0.698320209980011, "decode.d5.loss_dice": 0.8748547196388244, "decode.d6.loss_cls": 0.6529282838106155, "decode.d6.loss_mask": 0.7031038999557495, "decode.d6.loss_dice": 0.8636728048324585, "decode.d7.loss_cls": 0.6296049758791924, "decode.d7.loss_mask": 0.7039102584123611, "decode.d7.loss_dice": 0.8700115293264389, "decode.d8.loss_cls": 0.6017392903566361, "decode.d8.loss_mask": 0.7099811792373657, "decode.d8.loss_dice": 0.8674127131700515, "time": 0.5306395292282104, "memory": 7216, "step": 51900}
{"lr": 7.023551199183668e-06, "data_time": 0.009889340400695801, "grad_norm": 103.72903213500976, "loss": 27.012779712677002, "decode.loss_cls": 0.7312709510326385, "decode.loss_mask": 0.6974521428346634, "decode.loss_dice": 1.0561413198709488, "decode.d0.loss_cls": 2.3704780459403993, "decode.d0.loss_mask": 0.6515889346599579, "decode.d0.loss_dice": 1.133221560716629, "decode.d1.loss_cls": 0.9930924668908119, "decode.d1.loss_mask": 0.722240537405014, "decode.d1.loss_dice": 1.0725525826215745, "decode.d2.loss_cls": 0.8854472756385803, "decode.d2.loss_mask": 0.6741480857133866, "decode.d2.loss_dice": 1.046385020017624, "decode.d3.loss_cls": 0.8420215860009194, "decode.d3.loss_mask": 0.6811586678028106, "decode.d3.loss_dice": 1.0185944765806199, "decode.d4.loss_cls": 0.8310035213828086, "decode.d4.loss_mask": 0.6652842491865159, "decode.d4.loss_dice": 1.0073887586593628, "decode.d5.loss_cls": 0.8416460961103439, "decode.d5.loss_mask": 0.664361047744751, "decode.d5.loss_dice": 1.022501814365387, "decode.d6.loss_cls": 0.7602445378899574, "decode.d6.loss_mask": 0.6308229207992554, "decode.d6.loss_dice": 1.0120458483695984, "decode.d7.loss_cls": 0.8168343529105186, "decode.d7.loss_mask": 0.6652393728494644, "decode.d7.loss_dice": 1.0191335290670396, "decode.d8.loss_cls": 0.8113236129283905, "decode.d8.loss_mask": 0.6686550289392471, "decode.d8.loss_dice": 1.0205002963542937, "time": 0.5276323556900024, "memory": 7308, "step": 51950}
{"lr": 7.020626006050692e-06, "data_time": 0.009727883338928222, "grad_norm": 89.36724395751953, "loss": 32.13578472137451, "decode.loss_cls": 0.8361430212855339, "decode.loss_mask": 0.838302630186081, "decode.loss_dice": 1.2055042922496795, "decode.d0.loss_cls": 2.6369500398635863, "decode.d0.loss_mask": 0.9324851334095001, "decode.d0.loss_dice": 1.4643503725528717, "decode.d1.loss_cls": 1.0749287903308868, "decode.d1.loss_mask": 0.9299296200275421, "decode.d1.loss_dice": 1.4199885547161102, "decode.d2.loss_cls": 1.004366821050644, "decode.d2.loss_mask": 0.8661672502756119, "decode.d2.loss_dice": 1.2913157403469087, "decode.d3.loss_cls": 0.9400401771068573, "decode.d3.loss_mask": 0.8652390867471695, "decode.d3.loss_dice": 1.2655869364738463, "decode.d4.loss_cls": 0.9107279777526855, "decode.d4.loss_mask": 0.8663105696439743, "decode.d4.loss_dice": 1.2505444943904878, "decode.d5.loss_cls": 0.848475706577301, "decode.d5.loss_mask": 0.8536163747310639, "decode.d5.loss_dice": 1.2383993506431579, "decode.d6.loss_cls": 0.8474537402391433, "decode.d6.loss_mask": 0.8377312481403351, "decode.d6.loss_dice": 1.1942841351032256, "decode.d7.loss_cls": 0.7808602929115296, "decode.d7.loss_mask": 0.864418363571167, "decode.d7.loss_dice": 1.2117647767066955, "decode.d8.loss_cls": 0.7961143463850021, "decode.d8.loss_mask": 0.8664202690124512, "decode.d8.loss_dice": 1.1973650634288788, "time": 0.5290298223495483, "memory": 7255, "step": 52000}
{"lr": 7.017700677488971e-06, "data_time": 0.009745240211486816, "grad_norm": 97.03883743286133, "loss": 21.559753227233887, "decode.loss_cls": 0.5413716346025467, "decode.loss_mask": 0.5663971453905106, "decode.loss_dice": 0.8581924676895142, "decode.d0.loss_cls": 1.9547675728797913, "decode.d0.loss_mask": 0.6529624432325363, "decode.d0.loss_dice": 0.9363360434770585, "decode.d1.loss_cls": 0.635348430275917, "decode.d1.loss_mask": 0.6233053207397461, "decode.d1.loss_dice": 0.9127831518650055, "decode.d2.loss_cls": 0.6111091077327728, "decode.d2.loss_mask": 0.5996325880289077, "decode.d2.loss_dice": 0.8787992000579834, "decode.d3.loss_cls": 0.5593222618103028, "decode.d3.loss_mask": 0.5804333597421646, "decode.d3.loss_dice": 0.854525551199913, "decode.d4.loss_cls": 0.5439258098602295, "decode.d4.loss_mask": 0.582655543088913, "decode.d4.loss_dice": 0.8648268491029739, "decode.d5.loss_cls": 0.5492751687765122, "decode.d5.loss_mask": 0.5610450893640518, "decode.d5.loss_dice": 0.8521940231323242, "decode.d6.loss_cls": 0.5284399658441543, "decode.d6.loss_mask": 0.5593180269002914, "decode.d6.loss_dice": 0.83702192902565, "decode.d7.loss_cls": 0.5347582325339317, "decode.d7.loss_mask": 0.5648965984582901, "decode.d7.loss_dice": 0.8681939005851745, "decode.d8.loss_cls": 0.4933985933661461, "decode.d8.loss_mask": 0.5775937736034393, "decode.d8.loss_dice": 0.8769232779741287, "time": 0.5303357601165771, "memory": 7202, "step": 52050}
{"lr": 7.014775213429497e-06, "data_time": 0.009794211387634278, "grad_norm": 95.08268737792969, "loss": 29.231087398529052, "decode.loss_cls": 0.5952967256307602, "decode.loss_mask": 0.9043419852852821, "decode.loss_dice": 1.2051939964294434, "decode.d0.loss_cls": 2.0259268283843994, "decode.d0.loss_mask": 0.9249233320355416, "decode.d0.loss_dice": 1.3877166539430619, "decode.d1.loss_cls": 0.7079233556985856, "decode.d1.loss_mask": 0.9222671329975128, "decode.d1.loss_dice": 1.2914344683289527, "decode.d2.loss_cls": 0.5992961406707764, "decode.d2.loss_mask": 0.9618544235825539, "decode.d2.loss_dice": 1.2545195251703263, "decode.d3.loss_cls": 0.5114599198102951, "decode.d3.loss_mask": 0.9758540004491806, "decode.d3.loss_dice": 1.2425167992711068, "decode.d4.loss_cls": 0.5297706887125969, "decode.d4.loss_mask": 0.9647267654538154, "decode.d4.loss_dice": 1.2442555606365204, "decode.d5.loss_cls": 0.596360120177269, "decode.d5.loss_mask": 0.9746592193841934, "decode.d5.loss_dice": 1.2394084692001344, "decode.d6.loss_cls": 0.5407992839813233, "decode.d6.loss_mask": 0.9363292798399925, "decode.d6.loss_dice": 1.2421309918165206, "decode.d7.loss_cls": 0.5606977388262748, "decode.d7.loss_mask": 0.9282695397734642, "decode.d7.loss_dice": 1.2206780195236206, "decode.d8.loss_cls": 0.5859389632940293, "decode.d8.loss_mask": 0.940060256421566, "decode.d8.loss_dice": 1.2164774745702744, "time": 0.5545329332351685, "memory": 7224, "step": 52100}
{"lr": 7.0118496138032e-06, "data_time": 0.009981393814086914, "grad_norm": 86.65518188476562, "loss": 25.110627841949462, "decode.loss_cls": 0.7006148889660835, "decode.loss_mask": 0.57936832010746, "decode.loss_dice": 0.9818730235099793, "decode.d0.loss_cls": 2.1567035555839538, "decode.d0.loss_mask": 0.6071502357721329, "decode.d0.loss_dice": 1.1829243421554565, "decode.d1.loss_cls": 0.8438142091035843, "decode.d1.loss_mask": 0.5918001055717468, "decode.d1.loss_dice": 1.1033592730760575, "decode.d2.loss_cls": 0.791587570309639, "decode.d2.loss_mask": 0.6051562845706939, "decode.d2.loss_dice": 1.0248293817043304, "decode.d3.loss_cls": 0.8300013989210129, "decode.d3.loss_mask": 0.6053236305713654, "decode.d3.loss_dice": 0.9961458623409272, "decode.d4.loss_cls": 0.7868021607398987, "decode.d4.loss_mask": 0.5951653599739075, "decode.d4.loss_dice": 1.0051760762929915, "decode.d5.loss_cls": 0.6708985269069672, "decode.d5.loss_mask": 0.6037719398736954, "decode.d5.loss_dice": 1.013527363538742, "decode.d6.loss_cls": 0.7673104047775269, "decode.d6.loss_mask": 0.5804129183292389, "decode.d6.loss_dice": 0.95817329287529, "decode.d7.loss_cls": 0.6922881841659546, "decode.d7.loss_mask": 0.5848642706871032, "decode.d7.loss_dice": 0.9842168509960174, "decode.d8.loss_cls": 0.6912975639104844, "decode.d8.loss_mask": 0.586391544342041, "decode.d8.loss_dice": 0.9896798133850098, "time": 0.5295184135437012, "memory": 7284, "step": 52150}
{"lr": 7.008923878540952e-06, "data_time": 0.00975971221923828, "grad_norm": 85.38319320678711, "loss": 27.47830514907837, "decode.loss_cls": 0.7999309830367565, "decode.loss_mask": 0.6745139092206955, "decode.loss_dice": 0.9891540199518204, "decode.d0.loss_cls": 2.3625757575035093, "decode.d0.loss_mask": 0.7652977496385575, "decode.d0.loss_dice": 1.1788760364055633, "decode.d1.loss_cls": 0.9885691538453102, "decode.d1.loss_mask": 0.7439672857522964, "decode.d1.loss_dice": 1.1155135929584503, "decode.d2.loss_cls": 0.9656171478331089, "decode.d2.loss_mask": 0.6921920940279961, "decode.d2.loss_dice": 1.0500248789787292, "decode.d3.loss_cls": 0.9406197279691696, "decode.d3.loss_mask": 0.6870840266346931, "decode.d3.loss_dice": 1.0176461696624757, "decode.d4.loss_cls": 0.8684649966657162, "decode.d4.loss_mask": 0.6618004813790321, "decode.d4.loss_dice": 1.014944702386856, "decode.d5.loss_cls": 0.8419186718761921, "decode.d5.loss_mask": 0.6743081271648407, "decode.d5.loss_dice": 1.0021591275930404, "decode.d6.loss_cls": 0.8330444440245628, "decode.d6.loss_mask": 0.6831040665507316, "decode.d6.loss_dice": 0.9699522376060485, "decode.d7.loss_cls": 0.7619558036327362, "decode.d7.loss_mask": 0.7010817915201187, "decode.d7.loss_dice": 0.9875144481658935, "decode.d8.loss_cls": 0.8418961428105831, "decode.d8.loss_mask": 0.6632281169295311, "decode.d8.loss_dice": 1.0013510525226592, "time": 0.5566184997558594, "memory": 7254, "step": 52200}
{"lr": 7.005998007573545e-06, "data_time": 0.009883785247802734, "grad_norm": 91.37871513366699, "loss": 28.554967880249023, "decode.loss_cls": 0.7785068064928055, "decode.loss_mask": 0.7332096070051193, "decode.loss_dice": 1.076432356238365, "decode.d0.loss_cls": 2.471768879890442, "decode.d0.loss_mask": 0.794225412607193, "decode.d0.loss_dice": 1.3064952433109283, "decode.d1.loss_cls": 0.8625211119651794, "decode.d1.loss_mask": 0.8121352761983871, "decode.d1.loss_dice": 1.2444922268390655, "decode.d2.loss_cls": 0.8644728630781173, "decode.d2.loss_mask": 0.7398836493492127, "decode.d2.loss_dice": 1.121726131439209, "decode.d3.loss_cls": 0.7715612947940826, "decode.d3.loss_mask": 0.7380962669849396, "decode.d3.loss_dice": 1.103763347864151, "decode.d4.loss_cls": 0.7909452378749847, "decode.d4.loss_mask": 0.7336439728736878, "decode.d4.loss_dice": 1.1239069730043412, "decode.d5.loss_cls": 0.820144772529602, "decode.d5.loss_mask": 0.737577623128891, "decode.d5.loss_dice": 1.108220073580742, "decode.d6.loss_cls": 0.7412136137485504, "decode.d6.loss_mask": 0.7623319983482361, "decode.d6.loss_dice": 1.074908944964409, "decode.d7.loss_cls": 0.7977772369980812, "decode.d7.loss_mask": 0.7328203737735748, "decode.d7.loss_dice": 1.09442880153656, "decode.d8.loss_cls": 0.8022002801299095, "decode.d8.loss_mask": 0.7341561675071716, "decode.d8.loss_dice": 1.081400492787361, "time": 0.5293794393539428, "memory": 7214, "step": 52250}
{"lr": 7.003072000831705e-06, "data_time": 0.009738349914550781, "grad_norm": 86.54142303466797, "loss": 28.493072509765625, "decode.loss_cls": 0.5592716738581658, "decode.loss_mask": 0.8224829494953155, "decode.loss_dice": 1.200217342376709, "decode.d0.loss_cls": 2.0996120095252992, "decode.d0.loss_mask": 0.9419868886470795, "decode.d0.loss_dice": 1.3996514558792115, "decode.d1.loss_cls": 0.8058268338441849, "decode.d1.loss_mask": 0.8536487460136414, "decode.d1.loss_dice": 1.3068699836730957, "decode.d2.loss_cls": 0.6879557743668556, "decode.d2.loss_mask": 0.8170599222183228, "decode.d2.loss_dice": 1.2199110209941864, "decode.d3.loss_cls": 0.6352897971868515, "decode.d3.loss_mask": 0.8028012394905091, "decode.d3.loss_dice": 1.2062461733818055, "decode.d4.loss_cls": 0.6475190669298172, "decode.d4.loss_mask": 0.8064260125160218, "decode.d4.loss_dice": 1.23769451379776, "decode.d5.loss_cls": 0.6642923593521118, "decode.d5.loss_mask": 0.7952405095100403, "decode.d5.loss_dice": 1.20203977227211, "decode.d6.loss_cls": 0.5878437593579292, "decode.d6.loss_mask": 0.8178106904029846, "decode.d6.loss_dice": 1.1913403391838073, "decode.d7.loss_cls": 0.5850118473172188, "decode.d7.loss_mask": 0.8118898153305054, "decode.d7.loss_dice": 1.1902287483215332, "decode.d8.loss_cls": 0.5782800041139126, "decode.d8.loss_mask": 0.8225430965423584, "decode.d8.loss_dice": 1.1960793912410737, "time": 0.5312083721160888, "memory": 7224, "step": 52300}
{"lr": 7.000145858246103e-06, "data_time": 0.009835648536682128, "grad_norm": 93.44387359619141, "loss": 29.32231674194336, "decode.loss_cls": 0.6734605580568314, "decode.loss_mask": 0.7302137404680252, "decode.loss_dice": 1.251520636677742, "decode.d0.loss_cls": 2.509711539745331, "decode.d0.loss_mask": 0.7929356396198273, "decode.d0.loss_dice": 1.4847668826580047, "decode.d1.loss_cls": 0.8394654631614685, "decode.d1.loss_mask": 0.7719687521457672, "decode.d1.loss_dice": 1.3495461612939834, "decode.d2.loss_cls": 0.8039591044187546, "decode.d2.loss_mask": 0.7250327378511429, "decode.d2.loss_dice": 1.2560299217700959, "decode.d3.loss_cls": 0.6533109843730927, "decode.d3.loss_mask": 0.7483914062380791, "decode.d3.loss_dice": 1.2735071927309036, "decode.d4.loss_cls": 0.6822777301073074, "decode.d4.loss_mask": 0.7420611679553986, "decode.d4.loss_dice": 1.2639247953891755, "decode.d5.loss_cls": 0.6394886523485184, "decode.d5.loss_mask": 0.7413740575313568, "decode.d5.loss_dice": 1.2491811275482179, "decode.d6.loss_cls": 0.6734386339783669, "decode.d6.loss_mask": 0.7415385693311691, "decode.d6.loss_dice": 1.2755189448595048, "decode.d7.loss_cls": 0.7102511346340179, "decode.d7.loss_mask": 0.740818852186203, "decode.d7.loss_dice": 1.303861704468727, "decode.d8.loss_cls": 0.7015057444572449, "decode.d8.loss_mask": 0.7323787868022918, "decode.d8.loss_dice": 1.2608763515949248, "time": 0.5307001590728759, "memory": 7251, "step": 52350}
{"lr": 6.997219579747325e-06, "data_time": 0.009800553321838379, "grad_norm": 79.838862991333, "loss": 29.863725852966308, "decode.loss_cls": 0.6877856686711311, "decode.loss_mask": 0.8829203069210052, "decode.loss_dice": 1.2199607342481613, "decode.d0.loss_cls": 2.430671954154968, "decode.d0.loss_mask": 0.9149486541748046, "decode.d0.loss_dice": 1.389981895685196, "decode.d1.loss_cls": 0.8699729889631271, "decode.d1.loss_mask": 0.8951888382434845, "decode.d1.loss_dice": 1.2864682048559188, "decode.d2.loss_cls": 0.7055647864937782, "decode.d2.loss_mask": 0.8740012407302856, "decode.d2.loss_dice": 1.2573029398918152, "decode.d3.loss_cls": 0.6762266829609871, "decode.d3.loss_mask": 0.8277980655431747, "decode.d3.loss_dice": 1.185820832848549, "decode.d4.loss_cls": 0.6781824991106987, "decode.d4.loss_mask": 0.8510460972785949, "decode.d4.loss_dice": 1.1953206062316895, "decode.d5.loss_cls": 0.6116965368390084, "decode.d5.loss_mask": 0.8733654022216797, "decode.d5.loss_dice": 1.2359844148159027, "decode.d6.loss_cls": 0.669480237364769, "decode.d6.loss_mask": 0.8435590624809265, "decode.d6.loss_dice": 1.1997095316648483, "decode.d7.loss_cls": 0.6877922862768173, "decode.d7.loss_mask": 0.8745217621326447, "decode.d7.loss_dice": 1.2089949786663055, "decode.d8.loss_cls": 0.735390791296959, "decode.d8.loss_mask": 0.8743495523929596, "decode.d8.loss_dice": 1.2197176218032837, "time": 0.5574868440628051, "memory": 7254, "step": 52400}
{"lr": 6.994293165265895e-06, "data_time": 0.009858250617980957, "grad_norm": 93.3297950744629, "loss": 24.852284812927245, "decode.loss_cls": 0.6318559736013413, "decode.loss_mask": 0.6968458980321884, "decode.loss_dice": 0.9514302879571914, "decode.d0.loss_cls": 2.1951306462287903, "decode.d0.loss_mask": 0.7341158583760261, "decode.d0.loss_dice": 1.1353116661310196, "decode.d1.loss_cls": 0.8181537494063378, "decode.d1.loss_mask": 0.731351512670517, "decode.d1.loss_dice": 1.0267394751310348, "decode.d2.loss_cls": 0.7045259773731232, "decode.d2.loss_mask": 0.6837315827608108, "decode.d2.loss_dice": 0.9374487593770027, "decode.d3.loss_cls": 0.7178210414946079, "decode.d3.loss_mask": 0.6653600931167603, "decode.d3.loss_dice": 0.9499713778495789, "decode.d4.loss_cls": 0.6921945661306381, "decode.d4.loss_mask": 0.6682074502110481, "decode.d4.loss_dice": 0.928928080201149, "decode.d5.loss_cls": 0.631669071316719, "decode.d5.loss_mask": 0.7095880284905434, "decode.d5.loss_dice": 0.9489661544561386, "decode.d6.loss_cls": 0.6085994780063629, "decode.d6.loss_mask": 0.6904488205909729, "decode.d6.loss_dice": 0.9282305687665939, "decode.d7.loss_cls": 0.6125909570604563, "decode.d7.loss_mask": 0.6870620012283325, "decode.d7.loss_dice": 0.9262512594461441, "decode.d8.loss_cls": 0.6261162213981152, "decode.d8.loss_mask": 0.6944391295313835, "decode.d8.loss_dice": 0.9191991940140725, "time": 0.5308040618896485, "memory": 7216, "step": 52450}
{"lr": 6.991366614732279e-06, "data_time": 0.009834361076354981, "grad_norm": 72.16395530700683, "loss": 24.99454622268677, "decode.loss_cls": 0.8526863202452659, "decode.loss_mask": 0.5590119436383247, "decode.loss_dice": 0.8762550234794617, "decode.d0.loss_cls": 2.1690738677978514, "decode.d0.loss_mask": 0.6943101704120636, "decode.d0.loss_dice": 1.1009376734495162, "decode.d1.loss_cls": 0.9047791481018066, "decode.d1.loss_mask": 0.6522993981838227, "decode.d1.loss_dice": 1.0139096707105637, "decode.d2.loss_cls": 0.9171274125576019, "decode.d2.loss_mask": 0.6053381145000458, "decode.d2.loss_dice": 0.9061841100454331, "decode.d3.loss_cls": 0.8466355368494988, "decode.d3.loss_mask": 0.5940087333321571, "decode.d3.loss_dice": 0.8927854210138321, "decode.d4.loss_cls": 0.8319880858063697, "decode.d4.loss_mask": 0.5890602394938469, "decode.d4.loss_dice": 0.8857934594154357, "decode.d5.loss_cls": 0.8249387845396996, "decode.d5.loss_mask": 0.5869394659996032, "decode.d5.loss_dice": 0.9023239344358445, "decode.d6.loss_cls": 0.8034151718020439, "decode.d6.loss_mask": 0.5698044180870057, "decode.d6.loss_dice": 0.8576017826795578, "decode.d7.loss_cls": 0.7995374396443367, "decode.d7.loss_mask": 0.562117138504982, "decode.d7.loss_dice": 0.8488021194934845, "decode.d8.loss_cls": 0.8795159935951233, "decode.d8.loss_mask": 0.5719098165631294, "decode.d8.loss_dice": 0.8954562395811081, "time": 0.5300170183181763, "memory": 7174, "step": 52500}
{"lr": 6.988439928076857e-06, "data_time": 0.009753584861755371, "grad_norm": 80.66319351196289, "loss": 28.9337890625, "decode.loss_cls": 0.737966974824667, "decode.loss_mask": 0.6756510406732559, "decode.loss_dice": 1.199184137582779, "decode.d0.loss_cls": 2.3993202686309814, "decode.d0.loss_mask": 0.7674445569515228, "decode.d0.loss_dice": 1.4287370443344116, "decode.d1.loss_cls": 0.9774674534797668, "decode.d1.loss_mask": 0.6985700070858002, "decode.d1.loss_dice": 1.2625527203083038, "decode.d2.loss_cls": 0.8958525195717811, "decode.d2.loss_mask": 0.6897733330726623, "decode.d2.loss_dice": 1.2774144113063812, "decode.d3.loss_cls": 0.7878974854946137, "decode.d3.loss_mask": 0.6807929605245591, "decode.d3.loss_dice": 1.243388283252716, "decode.d4.loss_cls": 0.7465141050517559, "decode.d4.loss_mask": 0.696618276834488, "decode.d4.loss_dice": 1.2294833660125732, "decode.d5.loss_cls": 0.735215612500906, "decode.d5.loss_mask": 0.6711080402135849, "decode.d5.loss_dice": 1.2155570089817047, "decode.d6.loss_cls": 0.7142513521015644, "decode.d6.loss_mask": 0.6798776060342788, "decode.d6.loss_dice": 1.2127236485481263, "decode.d7.loss_cls": 0.7976668305695057, "decode.d7.loss_mask": 0.6736424833536148, "decode.d7.loss_dice": 1.2020367205142974, "decode.d8.loss_cls": 0.8006504938006401, "decode.d8.loss_mask": 0.672086951136589, "decode.d8.loss_dice": 1.1643431663513184, "time": 0.5305296182632446, "memory": 7233, "step": 52550}
{"lr": 6.985513105229962e-06, "data_time": 0.00956575870513916, "grad_norm": 82.89338455200195, "loss": 36.21438465118408, "decode.loss_cls": 0.864090982079506, "decode.loss_mask": 0.8744357585906982, "decode.loss_dice": 1.5307536840438842, "decode.d0.loss_cls": 2.4577544808387755, "decode.d0.loss_mask": 0.9648561298847198, "decode.d0.loss_dice": 1.839120864868164, "decode.d1.loss_cls": 1.067556482553482, "decode.d1.loss_mask": 0.9674518883228302, "decode.d1.loss_dice": 1.732104241847992, "decode.d2.loss_cls": 1.033928680419922, "decode.d2.loss_mask": 0.9288195043802261, "decode.d2.loss_dice": 1.6336738109588622, "decode.d3.loss_cls": 1.021179899573326, "decode.d3.loss_mask": 0.9050893247127533, "decode.d3.loss_dice": 1.538416814804077, "decode.d4.loss_cls": 1.0320794016122818, "decode.d4.loss_mask": 0.8848000854253769, "decode.d4.loss_dice": 1.5295838236808776, "decode.d5.loss_cls": 0.9775995671749115, "decode.d5.loss_mask": 0.876431342959404, "decode.d5.loss_dice": 1.5467906713485717, "decode.d6.loss_cls": 0.9219164550304413, "decode.d6.loss_mask": 0.8933487415313721, "decode.d6.loss_dice": 1.5473297834396362, "decode.d7.loss_cls": 0.9071210563182831, "decode.d7.loss_mask": 0.8966652452945709, "decode.d7.loss_dice": 1.548107421398163, "decode.d8.loss_cls": 0.8690573692321777, "decode.d8.loss_mask": 0.8818479716777802, "decode.d8.loss_dice": 1.5424737095832826, "time": 0.5300515413284301, "memory": 7213, "step": 52600}
{"lr": 6.98258614612184e-06, "data_time": 0.009685826301574708, "grad_norm": 101.48848457336426, "loss": 22.503749322891235, "decode.loss_cls": 0.6660516649484635, "decode.loss_mask": 0.5728984147310257, "decode.loss_dice": 0.8342524915933609, "decode.d0.loss_cls": 2.2725683033466337, "decode.d0.loss_mask": 0.5772338256239891, "decode.d0.loss_dice": 0.9797829806804657, "decode.d1.loss_cls": 0.7312912911176681, "decode.d1.loss_mask": 0.5974758446216584, "decode.d1.loss_dice": 0.9518940269947052, "decode.d2.loss_cls": 0.6337433665990829, "decode.d2.loss_mask": 0.5661286652088166, "decode.d2.loss_dice": 0.8971290215849876, "decode.d3.loss_cls": 0.6748642101883888, "decode.d3.loss_mask": 0.5618734881281853, "decode.d3.loss_dice": 0.8728417187929154, "decode.d4.loss_cls": 0.6569574132561684, "decode.d4.loss_mask": 0.5247767731547356, "decode.d4.loss_dice": 0.8450180798768997, "decode.d5.loss_cls": 0.5823016941547394, "decode.d5.loss_mask": 0.5601213946938515, "decode.d5.loss_dice": 0.8354254722595215, "decode.d6.loss_cls": 0.6227033197879791, "decode.d6.loss_mask": 0.5483990892767906, "decode.d6.loss_dice": 0.8462520554661751, "decode.d7.loss_cls": 0.6103771686553955, "decode.d7.loss_mask": 0.5676150172948837, "decode.d7.loss_dice": 0.8396001800894737, "decode.d8.loss_cls": 0.6264898166060447, "decode.d8.loss_mask": 0.5858935609459877, "decode.d8.loss_dice": 0.8617880433797837, "time": 0.5294193506240845, "memory": 7238, "step": 52650}
{"lr": 6.979659050682685e-06, "data_time": 0.00969235897064209, "grad_norm": 90.53793716430664, "loss": 27.481814861297607, "decode.loss_cls": 0.7354854017496109, "decode.loss_mask": 0.6755356013774871, "decode.loss_dice": 1.1174448668956756, "decode.d0.loss_cls": 2.0161711812019347, "decode.d0.loss_mask": 0.7789586037397385, "decode.d0.loss_dice": 1.3623586237430572, "decode.d1.loss_cls": 0.7723628386855126, "decode.d1.loss_mask": 0.7204218924045562, "decode.d1.loss_dice": 1.2646114528179169, "decode.d2.loss_cls": 0.6990184485912323, "decode.d2.loss_mask": 0.6715989857912064, "decode.d2.loss_dice": 1.2043700069189072, "decode.d3.loss_cls": 0.7524167895317078, "decode.d3.loss_mask": 0.6720561027526856, "decode.d3.loss_dice": 1.2013027906417846, "decode.d4.loss_cls": 0.7141575247049332, "decode.d4.loss_mask": 0.6765095919370652, "decode.d4.loss_dice": 1.204791921377182, "decode.d5.loss_cls": 0.7448721438646316, "decode.d5.loss_mask": 0.6837475210428238, "decode.d5.loss_dice": 1.2044283479452134, "decode.d6.loss_cls": 0.7308807373046875, "decode.d6.loss_mask": 0.6732437521219253, "decode.d6.loss_dice": 1.137443545460701, "decode.d7.loss_cls": 0.712466937303543, "decode.d7.loss_mask": 0.6646767646074295, "decode.d7.loss_dice": 1.1174391835927964, "decode.d8.loss_cls": 0.7801050633192063, "decode.d8.loss_mask": 0.6698783129453659, "decode.d8.loss_dice": 1.1230596423149108, "time": 0.5305500984191894, "memory": 7233, "step": 52700}
{"lr": 6.976731818842605e-06, "data_time": 0.009882879257202149, "grad_norm": 85.88248634338379, "loss": 26.89438247680664, "decode.loss_cls": 0.8755689710378647, "decode.loss_mask": 0.6877677977085114, "decode.loss_dice": 0.9530828177928925, "decode.d0.loss_cls": 2.0692594766616823, "decode.d0.loss_mask": 0.7413897067308426, "decode.d0.loss_dice": 1.12341510951519, "decode.d1.loss_cls": 0.9875738233327865, "decode.d1.loss_mask": 0.6917905628681182, "decode.d1.loss_dice": 1.0311962991952897, "decode.d2.loss_cls": 0.8463967055082321, "decode.d2.loss_mask": 0.6777900487184525, "decode.d2.loss_dice": 0.997043976187706, "decode.d3.loss_cls": 0.9044697135686874, "decode.d3.loss_mask": 0.6878270745277405, "decode.d3.loss_dice": 0.9612130522727966, "decode.d4.loss_cls": 0.8499067306518555, "decode.d4.loss_mask": 0.6797828868031501, "decode.d4.loss_dice": 0.9677617639303208, "decode.d5.loss_cls": 0.8816245138645172, "decode.d5.loss_mask": 0.6816161379218102, "decode.d5.loss_dice": 0.987040901184082, "decode.d6.loss_cls": 0.8915343403816223, "decode.d6.loss_mask": 0.6928569912910462, "decode.d6.loss_dice": 0.964047509431839, "decode.d7.loss_cls": 0.8980282574892045, "decode.d7.loss_mask": 0.6890220865607262, "decode.d7.loss_dice": 0.9680202901363373, "decode.d8.loss_cls": 0.8672901004552841, "decode.d8.loss_mask": 0.6751375421881676, "decode.d8.loss_dice": 0.9649265497922898, "time": 0.5567806720733642, "memory": 7220, "step": 52750}
{"lr": 6.973804450531649e-06, "data_time": 0.009855985641479492, "grad_norm": 88.65860862731934, "loss": 23.63720283508301, "decode.loss_cls": 0.5135775357484818, "decode.loss_mask": 0.7126491874456405, "decode.loss_dice": 0.931994405388832, "decode.d0.loss_cls": 1.8299714207649231, "decode.d0.loss_mask": 0.7985261008143425, "decode.d0.loss_dice": 1.1277618110179901, "decode.d1.loss_cls": 0.6208410069346428, "decode.d1.loss_mask": 0.7584081128239631, "decode.d1.loss_dice": 1.0508808612823486, "decode.d2.loss_cls": 0.5466111063957214, "decode.d2.loss_mask": 0.7471501290798187, "decode.d2.loss_dice": 0.9815810769796371, "decode.d3.loss_cls": 0.4864932164549828, "decode.d3.loss_mask": 0.7213081076741219, "decode.d3.loss_dice": 0.9540585651993752, "decode.d4.loss_cls": 0.5133506037294865, "decode.d4.loss_mask": 0.7177315086126328, "decode.d4.loss_dice": 0.9596718996763229, "decode.d5.loss_cls": 0.5010149478912354, "decode.d5.loss_mask": 0.7204162269830704, "decode.d5.loss_dice": 0.947104598581791, "decode.d6.loss_cls": 0.5215184219181538, "decode.d6.loss_mask": 0.7157625645399094, "decode.d6.loss_dice": 0.9524643078446389, "decode.d7.loss_cls": 0.5102013446390629, "decode.d7.loss_mask": 0.7134642153978348, "decode.d7.loss_dice": 0.9430293679237366, "decode.d8.loss_cls": 0.4863157898187637, "decode.d8.loss_mask": 0.7158870875835419, "decode.d8.loss_dice": 0.9374561920762062, "time": 0.5324733257293701, "memory": 7243, "step": 52800}
{"lr": 6.970876945679804e-06, "data_time": 0.00979626178741455, "grad_norm": 88.35899200439454, "loss": 30.659345054626463, "decode.loss_cls": 0.8685321420431137, "decode.loss_mask": 0.7510388314723968, "decode.loss_dice": 1.1914954960346222, "decode.d0.loss_cls": 2.361551070213318, "decode.d0.loss_mask": 0.887208241224289, "decode.d0.loss_dice": 1.4136274397373199, "decode.d1.loss_cls": 0.9627128779888153, "decode.d1.loss_mask": 0.8305998086929322, "decode.d1.loss_dice": 1.3073023557662964, "decode.d2.loss_cls": 0.8824242740869522, "decode.d2.loss_mask": 0.8196025878190994, "decode.d2.loss_dice": 1.253852754831314, "decode.d3.loss_cls": 0.8900534242391587, "decode.d3.loss_mask": 0.8159843802452087, "decode.d3.loss_dice": 1.2238863289356232, "decode.d4.loss_cls": 0.846058389544487, "decode.d4.loss_mask": 0.8095768630504608, "decode.d4.loss_dice": 1.2271371841430665, "decode.d5.loss_cls": 0.8397222876548767, "decode.d5.loss_mask": 0.7872865915298461, "decode.d5.loss_dice": 1.2135723531246185, "decode.d6.loss_cls": 0.828332182765007, "decode.d6.loss_mask": 0.761774206161499, "decode.d6.loss_dice": 1.2175646364688872, "decode.d7.loss_cls": 0.8388786017894745, "decode.d7.loss_mask": 0.7608587265014648, "decode.d7.loss_dice": 1.2446412801742555, "decode.d8.loss_cls": 0.8423482716083527, "decode.d8.loss_mask": 0.7553641855716705, "decode.d8.loss_dice": 1.2263571321964264, "time": 0.5546970844268799, "memory": 7242, "step": 52850}
{"lr": 6.967949304216981e-06, "data_time": 0.009828662872314453, "grad_norm": 79.33673057556152, "loss": 26.015443134307862, "decode.loss_cls": 0.6144553303718567, "decode.loss_mask": 0.7610909566283226, "decode.loss_dice": 1.0058770775794983, "decode.d0.loss_cls": 2.31388920545578, "decode.d0.loss_mask": 0.7764073327183724, "decode.d0.loss_dice": 1.152966809272766, "decode.d1.loss_cls": 0.7756537318229675, "decode.d1.loss_mask": 0.7836612015962601, "decode.d1.loss_dice": 1.078707069158554, "decode.d2.loss_cls": 0.7039823830127716, "decode.d2.loss_mask": 0.7526000887155533, "decode.d2.loss_dice": 1.0447885990142822, "decode.d3.loss_cls": 0.6030513852834701, "decode.d3.loss_mask": 0.7937614142894744, "decode.d3.loss_dice": 1.0204046010971068, "decode.d4.loss_cls": 0.5766617715358734, "decode.d4.loss_mask": 0.7724920183420181, "decode.d4.loss_dice": 1.0396072506904601, "decode.d5.loss_cls": 0.5813891381025315, "decode.d5.loss_mask": 0.7477951511740685, "decode.d5.loss_dice": 1.0114245593547821, "decode.d6.loss_cls": 0.5914780586957932, "decode.d6.loss_mask": 0.7605016112327576, "decode.d6.loss_dice": 1.0148784786462783, "decode.d7.loss_cls": 0.5796986073255539, "decode.d7.loss_mask": 0.7567588463425636, "decode.d7.loss_dice": 1.019302749633789, "decode.d8.loss_cls": 0.6118442177772522, "decode.d8.loss_mask": 0.7486977487802505, "decode.d8.loss_dice": 1.0216164886951447, "time": 0.5304306030273438, "memory": 7263, "step": 52900}
{"lr": 6.965021526073024e-06, "data_time": 0.00996992588043213, "grad_norm": 94.41760368347168, "loss": 27.55277328491211, "decode.loss_cls": 0.7889001175761223, "decode.loss_mask": 0.756808552145958, "decode.loss_dice": 0.9970378905534745, "decode.d0.loss_cls": 2.281867516040802, "decode.d0.loss_mask": 0.8713097900152207, "decode.d0.loss_dice": 1.1803291648626328, "decode.d1.loss_cls": 0.9089843735098839, "decode.d1.loss_mask": 0.7730034857988357, "decode.d1.loss_dice": 1.0979864925146103, "decode.d2.loss_cls": 0.7851116120815277, "decode.d2.loss_mask": 0.7674382954835892, "decode.d2.loss_dice": 1.025616207718849, "decode.d3.loss_cls": 0.7750414818525314, "decode.d3.loss_mask": 0.7709633737802506, "decode.d3.loss_dice": 1.028425294160843, "decode.d4.loss_cls": 0.8038829982280731, "decode.d4.loss_mask": 0.7763864487409592, "decode.d4.loss_dice": 1.0164274215698241, "decode.d5.loss_cls": 0.7745402723550796, "decode.d5.loss_mask": 0.7471703827381134, "decode.d5.loss_dice": 1.0114870816469193, "decode.d6.loss_cls": 0.7746904402971267, "decode.d6.loss_mask": 0.7525932192802429, "decode.d6.loss_dice": 1.013469508290291, "decode.d7.loss_cls": 0.7548187628388405, "decode.d7.loss_mask": 0.7725853562355042, "decode.d7.loss_dice": 1.0064137816429137, "decode.d8.loss_cls": 0.7741612061858177, "decode.d8.loss_mask": 0.7570902973413467, "decode.d8.loss_dice": 1.008232018351555, "time": 0.5317773580551147, "memory": 7241, "step": 52950}
{"lr": 6.962093611177707e-06, "data_time": 0.00991506576538086, "grad_norm": 86.73650817871093, "loss": 34.86483669281006, "decode.loss_cls": 0.8088757395744324, "decode.loss_mask": 0.9906569063663483, "decode.loss_dice": 1.4001876831054687, "decode.d0.loss_cls": 2.542582833766937, "decode.d0.loss_mask": 1.0726089537143708, "decode.d0.loss_dice": 1.618533766269684, "decode.d1.loss_cls": 1.0611989498138428, "decode.d1.loss_mask": 0.9966180920600891, "decode.d1.loss_dice": 1.5365351676940917, "decode.d2.loss_cls": 0.9668822735548019, "decode.d2.loss_mask": 1.0089568734169005, "decode.d2.loss_dice": 1.483622431755066, "decode.d3.loss_cls": 0.9117342859506607, "decode.d3.loss_mask": 0.9884784400463105, "decode.d3.loss_dice": 1.4508958518505097, "decode.d4.loss_cls": 0.8497847408056259, "decode.d4.loss_mask": 0.9930267930030823, "decode.d4.loss_dice": 1.440632051229477, "decode.d5.loss_cls": 0.81102554500103, "decode.d5.loss_mask": 0.9915305376052856, "decode.d5.loss_dice": 1.4087808847427368, "decode.d6.loss_cls": 0.8253535270690918, "decode.d6.loss_mask": 0.9727559685707092, "decode.d6.loss_dice": 1.3840787589550019, "decode.d7.loss_cls": 0.7328096747398376, "decode.d7.loss_mask": 0.9918062508106231, "decode.d7.loss_dice": 1.4207867980003357, "decode.d8.loss_cls": 0.7913047730922699, "decode.d8.loss_mask": 0.9920238256454468, "decode.d8.loss_dice": 1.4207683026790618, "time": 0.5307598352432251, "memory": 7246, "step": 53000}
{"lr": 6.95916555946074e-06, "data_time": 0.009970688819885254, "grad_norm": 79.5958740234375, "loss": 28.89099225997925, "decode.loss_cls": 0.833627673983574, "decode.loss_mask": 0.8056378722190857, "decode.loss_dice": 1.1150318205356597, "decode.d0.loss_cls": 2.0362826347351075, "decode.d0.loss_mask": 0.896597734093666, "decode.d0.loss_dice": 1.2467718422412872, "decode.d1.loss_cls": 0.8667275458574295, "decode.d1.loss_mask": 0.8123837500810623, "decode.d1.loss_dice": 1.1841076076030732, "decode.d2.loss_cls": 0.8454560607671737, "decode.d2.loss_mask": 0.7962583392858505, "decode.d2.loss_dice": 1.154422214627266, "decode.d3.loss_cls": 0.824834069609642, "decode.d3.loss_mask": 0.8050501495599747, "decode.d3.loss_dice": 1.1219489246606826, "decode.d4.loss_cls": 0.8092395722866058, "decode.d4.loss_mask": 0.7852752894163132, "decode.d4.loss_dice": 1.1123249590396882, "decode.d5.loss_cls": 0.7717875063419342, "decode.d5.loss_mask": 0.7860383510589599, "decode.d5.loss_dice": 1.1163524240255356, "decode.d6.loss_cls": 0.7931333035230637, "decode.d6.loss_mask": 0.7952945858240128, "decode.d6.loss_dice": 1.1098932564258575, "decode.d7.loss_cls": 0.8130477935075759, "decode.d7.loss_mask": 0.8005592823028564, "decode.d7.loss_dice": 1.1149911522865295, "decode.d8.loss_cls": 0.7722803682088852, "decode.d8.loss_mask": 0.8210710674524307, "decode.d8.loss_dice": 1.1445651650428772, "time": 0.5830600023269653, "memory": 7197, "step": 53050}
{"lr": 6.956237370851756e-06, "data_time": 0.009753537178039551, "grad_norm": 95.1611541748047, "loss": 26.602803230285645, "decode.loss_cls": 0.5598625540733337, "decode.loss_mask": 0.7124336749315262, "decode.loss_dice": 1.1088335543870926, "decode.d0.loss_cls": 2.1371462106704713, "decode.d0.loss_mask": 0.8116053313016891, "decode.d0.loss_dice": 1.2576825469732285, "decode.d1.loss_cls": 0.7965143784880638, "decode.d1.loss_mask": 0.7637740761041641, "decode.d1.loss_dice": 1.2115968734025955, "decode.d2.loss_cls": 0.734112000465393, "decode.d2.loss_mask": 0.7407585322856903, "decode.d2.loss_dice": 1.1280460625886917, "decode.d3.loss_cls": 0.6646726191043854, "decode.d3.loss_mask": 0.7260801285505295, "decode.d3.loss_dice": 1.12869131565094, "decode.d4.loss_cls": 0.642191681265831, "decode.d4.loss_mask": 0.7318959176540375, "decode.d4.loss_dice": 1.1172393411397934, "decode.d5.loss_cls": 0.6103734314441681, "decode.d5.loss_mask": 0.7328609377145767, "decode.d5.loss_dice": 1.0948738425970077, "decode.d6.loss_cls": 0.5564012825489044, "decode.d6.loss_mask": 0.7275611877441406, "decode.d6.loss_dice": 1.104771962761879, "decode.d7.loss_cls": 0.5911405563354493, "decode.d7.loss_mask": 0.7225680977106095, "decode.d7.loss_dice": 1.0899255692958831, "decode.d8.loss_cls": 0.5852922469377517, "decode.d8.loss_mask": 0.714178878068924, "decode.d8.loss_dice": 1.0997181713581086, "time": 0.5596670866012573, "memory": 7227, "step": 53100}
{"lr": 6.953309045280317e-06, "data_time": 0.009833073616027832, "grad_norm": 89.796142578125, "loss": 19.693047714233398, "decode.loss_cls": 0.5723874099552632, "decode.loss_mask": 0.4641109645366669, "decode.loss_dice": 0.7303025543689727, "decode.d0.loss_cls": 1.7951502084732056, "decode.d0.loss_mask": 0.5010921359062195, "decode.d0.loss_dice": 0.8572275340557098, "decode.d1.loss_cls": 0.6995817378163338, "decode.d1.loss_mask": 0.5171962380409241, "decode.d1.loss_dice": 0.8086420893669128, "decode.d2.loss_cls": 0.6157267905771733, "decode.d2.loss_mask": 0.45214940756559374, "decode.d2.loss_dice": 0.7629194736480713, "decode.d3.loss_cls": 0.6014977768063545, "decode.d3.loss_mask": 0.46535945534706114, "decode.d3.loss_dice": 0.7454247519373893, "decode.d4.loss_cls": 0.625172282755375, "decode.d4.loss_mask": 0.4560890316963196, "decode.d4.loss_dice": 0.7516379415988922, "decode.d5.loss_cls": 0.6210222616791725, "decode.d5.loss_mask": 0.4635154530405998, "decode.d5.loss_dice": 0.7509773775935173, "decode.d6.loss_cls": 0.6285403326153756, "decode.d6.loss_mask": 0.472139784693718, "decode.d6.loss_dice": 0.7390760660171509, "decode.d7.loss_cls": 0.6083687573671341, "decode.d7.loss_mask": 0.4744856238365173, "decode.d7.loss_dice": 0.7368179440498352, "decode.d8.loss_cls": 0.5617540143430233, "decode.d8.loss_mask": 0.45956188440322876, "decode.d8.loss_dice": 0.755120050907135, "time": 0.529694676399231, "memory": 7251, "step": 53150}
{"lr": 6.950380582675923e-06, "data_time": 0.009649038314819336, "grad_norm": 88.25321350097656, "loss": 25.337835121154786, "decode.loss_cls": 0.561277411878109, "decode.loss_mask": 0.6517590135335922, "decode.loss_dice": 1.0306038081645965, "decode.d0.loss_cls": 2.210765266418457, "decode.d0.loss_mask": 0.7593931943178177, "decode.d0.loss_dice": 1.296548381447792, "decode.d1.loss_cls": 0.8962554544210434, "decode.d1.loss_mask": 0.6713417798280716, "decode.d1.loss_dice": 1.1363418251276016, "decode.d2.loss_cls": 0.6876816660165787, "decode.d2.loss_mask": 0.6816662102937698, "decode.d2.loss_dice": 1.0777834117412568, "decode.d3.loss_cls": 0.663286778330803, "decode.d3.loss_mask": 0.6498120367527008, "decode.d3.loss_dice": 1.07763828933239, "decode.d4.loss_cls": 0.5620699390769005, "decode.d4.loss_mask": 0.676265025138855, "decode.d4.loss_dice": 1.0699426710605622, "decode.d5.loss_cls": 0.5455717206001282, "decode.d5.loss_mask": 0.6594940632581711, "decode.d5.loss_dice": 1.027450892329216, "decode.d6.loss_cls": 0.544986928999424, "decode.d6.loss_mask": 0.6692782014608383, "decode.d6.loss_dice": 1.0310141831636428, "decode.d7.loss_cls": 0.53791493922472, "decode.d7.loss_mask": 0.667533403635025, "decode.d7.loss_dice": 1.0542881578207015, "decode.d8.loss_cls": 0.5388689577579499, "decode.d8.loss_mask": 0.6582188248634339, "decode.d8.loss_dice": 1.0427834182977676, "time": 0.5292988538742065, "memory": 7254, "step": 53200}
{"lr": 6.947451982968002e-06, "data_time": 0.009526276588439941, "grad_norm": 85.20336990356445, "loss": 21.09774522781372, "decode.loss_cls": 0.4772871255874634, "decode.loss_mask": 0.6170635774731636, "decode.loss_dice": 0.757278548181057, "decode.d0.loss_cls": 2.0681529998779298, "decode.d0.loss_mask": 0.6292320057749748, "decode.d0.loss_dice": 0.875763687491417, "decode.d1.loss_cls": 0.6670045554637909, "decode.d1.loss_mask": 0.6592979401350021, "decode.d1.loss_dice": 0.8566986978054046, "decode.d2.loss_cls": 0.6169380366802215, "decode.d2.loss_mask": 0.6113796949386596, "decode.d2.loss_dice": 0.7884594798088074, "decode.d3.loss_cls": 0.5539124071598053, "decode.d3.loss_mask": 0.6297351032495498, "decode.d3.loss_dice": 0.7745435640215874, "decode.d4.loss_cls": 0.5731328278779984, "decode.d4.loss_mask": 0.6291167438030243, "decode.d4.loss_dice": 0.7616402626037597, "decode.d5.loss_cls": 0.5654377400875091, "decode.d5.loss_mask": 0.6031768620014191, "decode.d5.loss_dice": 0.7495353654026985, "decode.d6.loss_cls": 0.4914745032787323, "decode.d6.loss_mask": 0.6191097870469093, "decode.d6.loss_dice": 0.757559435069561, "decode.d7.loss_cls": 0.5073551625013352, "decode.d7.loss_mask": 0.6187084749341011, "decode.d7.loss_dice": 0.7609237521886826, "decode.d8.loss_cls": 0.49229797124862673, "decode.d8.loss_mask": 0.6175070479512215, "decode.d8.loss_dice": 0.7680219799280167, "time": 0.5300584554672241, "memory": 7221, "step": 53250}
{"lr": 6.944523246085919e-06, "data_time": 0.00941317081451416, "grad_norm": 80.06579551696777, "loss": 26.981270503997802, "decode.loss_cls": 0.7042395159602165, "decode.loss_mask": 0.6936730057001114, "decode.loss_dice": 1.0663980916142464, "decode.d0.loss_cls": 2.125837230682373, "decode.d0.loss_mask": 0.8175048142671585, "decode.d0.loss_dice": 1.277132112532854, "decode.d1.loss_cls": 0.8624155722558499, "decode.d1.loss_mask": 0.7169570028781891, "decode.d1.loss_dice": 1.2014056757092475, "decode.d2.loss_cls": 0.7931228436529636, "decode.d2.loss_mask": 0.7058344334363937, "decode.d2.loss_dice": 1.0851029396057128, "decode.d3.loss_cls": 0.7853402141481638, "decode.d3.loss_mask": 0.7030572637915611, "decode.d3.loss_dice": 1.0660880222916602, "decode.d4.loss_cls": 0.7311313804239035, "decode.d4.loss_mask": 0.7028566092252732, "decode.d4.loss_dice": 1.062149064987898, "decode.d5.loss_cls": 0.7341386858373881, "decode.d5.loss_mask": 0.701967790722847, "decode.d5.loss_dice": 1.0601638197898864, "decode.d6.loss_cls": 0.6710222478955984, "decode.d6.loss_mask": 0.7055639564990998, "decode.d6.loss_dice": 1.0823959603905677, "decode.d7.loss_cls": 0.6775481227785349, "decode.d7.loss_mask": 0.6998385787010193, "decode.d7.loss_dice": 1.0788634985685348, "decode.d8.loss_cls": 0.698439309000969, "decode.d8.loss_mask": 0.6895398005843163, "decode.d8.loss_dice": 1.0815437003970145, "time": 0.5575561761856079, "memory": 7242, "step": 53300}
{"lr": 6.941594371958963e-06, "data_time": 0.009427690505981445, "grad_norm": 88.80022010803222, "loss": 26.155540657043456, "decode.loss_cls": 0.6422942489385605, "decode.loss_mask": 0.7492447674274445, "decode.loss_dice": 0.9837111473083496, "decode.d0.loss_cls": 2.2376399517059324, "decode.d0.loss_mask": 0.8589505165815353, "decode.d0.loss_dice": 1.135210582613945, "decode.d1.loss_cls": 0.7339900344610214, "decode.d1.loss_mask": 0.8101432383060455, "decode.d1.loss_dice": 1.0571754157543183, "decode.d2.loss_cls": 0.6945480972528457, "decode.d2.loss_mask": 0.775556418299675, "decode.d2.loss_dice": 1.0355859041213988, "decode.d3.loss_cls": 0.6801709964871406, "decode.d3.loss_mask": 0.7590018153190613, "decode.d3.loss_dice": 1.0043581962585448, "decode.d4.loss_cls": 0.6789230138063431, "decode.d4.loss_mask": 0.7590465664863586, "decode.d4.loss_dice": 1.0010183215141297, "decode.d5.loss_cls": 0.6782527714967728, "decode.d5.loss_mask": 0.7423686027526856, "decode.d5.loss_dice": 0.9738405764102935, "decode.d6.loss_cls": 0.6448254510760307, "decode.d6.loss_mask": 0.7470893234014511, "decode.d6.loss_dice": 0.9915749996900558, "decode.d7.loss_cls": 0.676960414648056, "decode.d7.loss_mask": 0.745392519235611, "decode.d7.loss_dice": 0.9705284655094146, "decode.d8.loss_cls": 0.6568653911352158, "decode.d8.loss_mask": 0.7519925653934478, "decode.d8.loss_dice": 0.979280811548233, "time": 0.5316626548767089, "memory": 7252, "step": 53350}
{"lr": 6.938665360516352e-06, "data_time": 0.00909886360168457, "grad_norm": 87.41636657714844, "loss": 30.03542823791504, "decode.loss_cls": 0.7961696527898312, "decode.loss_mask": 0.7569496303796768, "decode.loss_dice": 1.2051991105079651, "decode.d0.loss_cls": 2.647791635990143, "decode.d0.loss_mask": 0.8190977945923805, "decode.d0.loss_dice": 1.4879052266478539, "decode.d1.loss_cls": 0.9105384215712548, "decode.d1.loss_mask": 0.7056209847331048, "decode.d1.loss_dice": 1.3003042370080948, "decode.d2.loss_cls": 0.8195470333099365, "decode.d2.loss_mask": 0.7618416011333465, "decode.d2.loss_dice": 1.2804788142442702, "decode.d3.loss_cls": 0.8674927338957786, "decode.d3.loss_mask": 0.7598890125751495, "decode.d3.loss_dice": 1.2281562119722367, "decode.d4.loss_cls": 0.7565245971083641, "decode.d4.loss_mask": 0.7592917144298553, "decode.d4.loss_dice": 1.2582647055387497, "decode.d5.loss_cls": 0.7722538217902184, "decode.d5.loss_mask": 0.7607247099280358, "decode.d5.loss_dice": 1.2365404918789864, "decode.d6.loss_cls": 0.7459142558276654, "decode.d6.loss_mask": 0.7648949459195137, "decode.d6.loss_dice": 1.1880396097898482, "decode.d7.loss_cls": 0.737582390755415, "decode.d7.loss_mask": 0.7605691492557526, "decode.d7.loss_dice": 1.1831740111112594, "decode.d8.loss_cls": 0.7983013771474361, "decode.d8.loss_mask": 0.7568346634507179, "decode.d8.loss_dice": 1.2095349609851838, "time": 0.555026364326477, "memory": 7265, "step": 53400}
{"lr": 6.935736211687241e-06, "data_time": 0.009139132499694825, "grad_norm": 92.41989135742188, "loss": 24.859747791290282, "decode.loss_cls": 0.4714831955730915, "decode.loss_mask": 0.7793466657400131, "decode.loss_dice": 0.9871357858181, "decode.d0.loss_cls": 2.0326769232749937, "decode.d0.loss_mask": 0.8290428459644318, "decode.d0.loss_dice": 1.165843117237091, "decode.d1.loss_cls": 0.5977215901017189, "decode.d1.loss_mask": 0.7806150883436203, "decode.d1.loss_dice": 1.1114189565181731, "decode.d2.loss_cls": 0.5609652116894722, "decode.d2.loss_mask": 0.7609002113342285, "decode.d2.loss_dice": 1.0469995945692063, "decode.d3.loss_cls": 0.5386766865849495, "decode.d3.loss_mask": 0.7664885848760605, "decode.d3.loss_dice": 1.0100885599851608, "decode.d4.loss_cls": 0.487838077545166, "decode.d4.loss_mask": 0.7671917468309403, "decode.d4.loss_dice": 1.0179814130067826, "decode.d5.loss_cls": 0.5189781107008458, "decode.d5.loss_mask": 0.7712235778570176, "decode.d5.loss_dice": 1.0060661852359771, "decode.d6.loss_cls": 0.5059869572520256, "decode.d6.loss_mask": 0.7764176040887832, "decode.d6.loss_dice": 1.0115144073963165, "decode.d7.loss_cls": 0.5243666678667068, "decode.d7.loss_mask": 0.7444162219762802, "decode.d7.loss_dice": 1.0065459638834, "decode.d8.loss_cls": 0.49498317763209343, "decode.d8.loss_mask": 0.7760156780481339, "decode.d8.loss_dice": 1.0108183592557907, "time": 0.5292337656021118, "memory": 7235, "step": 53450}
{"lr": 6.932806925400701e-06, "data_time": 0.009460735321044921, "grad_norm": 84.1224536895752, "loss": 25.242572116851807, "decode.loss_cls": 0.8127933323383332, "decode.loss_mask": 0.5342286854982377, "decode.loss_dice": 0.9418319225311279, "decode.d0.loss_cls": 2.220428729057312, "decode.d0.loss_mask": 0.6149758070707321, "decode.d0.loss_dice": 1.1942666113376617, "decode.d1.loss_cls": 0.8893557786941528, "decode.d1.loss_mask": 0.5763958424329758, "decode.d1.loss_dice": 1.0400614500045777, "decode.d2.loss_cls": 0.9042182624340057, "decode.d2.loss_mask": 0.5417628556489944, "decode.d2.loss_dice": 0.9721829950809479, "decode.d3.loss_cls": 0.8938536018133163, "decode.d3.loss_mask": 0.5452220052480697, "decode.d3.loss_dice": 0.9705104291439056, "decode.d4.loss_cls": 0.8565750032663345, "decode.d4.loss_mask": 0.5422282993793488, "decode.d4.loss_dice": 0.9538559183478356, "decode.d5.loss_cls": 0.8531927049160004, "decode.d5.loss_mask": 0.5381653219461441, "decode.d5.loss_dice": 0.9664314061403274, "decode.d6.loss_cls": 0.8079943239688874, "decode.d6.loss_mask": 0.524774581193924, "decode.d6.loss_dice": 0.9423182278871536, "decode.d7.loss_cls": 0.8420981481671334, "decode.d7.loss_mask": 0.5223741799592971, "decode.d7.loss_dice": 0.9326041623950004, "decode.d8.loss_cls": 0.837794640660286, "decode.d8.loss_mask": 0.5271443963050843, "decode.d8.loss_dice": 0.9429316073656082, "time": 0.5299539566040039, "memory": 7218, "step": 53500}
{"lr": 6.929877501585761e-06, "data_time": 0.009381246566772462, "grad_norm": 88.95066986083984, "loss": 29.84316635131836, "decode.loss_cls": 0.8630023628473282, "decode.loss_mask": 0.6481746375560761, "decode.loss_dice": 1.152928927540779, "decode.d0.loss_cls": 2.496909034252167, "decode.d0.loss_mask": 0.753446564078331, "decode.d0.loss_dice": 1.3910324975848198, "decode.d1.loss_cls": 1.0782860308885573, "decode.d1.loss_mask": 0.6910314425826073, "decode.d1.loss_dice": 1.2642531409859656, "decode.d2.loss_cls": 1.0512967318296433, "decode.d2.loss_mask": 0.6633776694536209, "decode.d2.loss_dice": 1.1919475555419923, "decode.d3.loss_cls": 1.0132622450590134, "decode.d3.loss_mask": 0.6262534216046334, "decode.d3.loss_dice": 1.1685330629348756, "decode.d4.loss_cls": 0.9770719945430756, "decode.d4.loss_mask": 0.624680808186531, "decode.d4.loss_dice": 1.1631135761737823, "decode.d5.loss_cls": 0.9777333557605743, "decode.d5.loss_mask": 0.6358432292938232, "decode.d5.loss_dice": 1.16047695428133, "decode.d6.loss_cls": 0.9542937964200974, "decode.d6.loss_mask": 0.6574331000447273, "decode.d6.loss_dice": 1.1677412420511246, "decode.d7.loss_cls": 0.9382756680250168, "decode.d7.loss_mask": 0.6560063481330871, "decode.d7.loss_dice": 1.157232090830803, "decode.d8.loss_cls": 0.9132862359285354, "decode.d8.loss_mask": 0.654962383210659, "decode.d8.loss_dice": 1.151281750202179, "time": 0.5315553903579712, "memory": 7223, "step": 53550}
{"lr": 6.926947940171347e-06, "data_time": 0.009485077857971192, "grad_norm": 96.4065155029297, "loss": 28.34449815750122, "decode.loss_cls": 0.7716578587889671, "decode.loss_mask": 0.6939033746719361, "decode.loss_dice": 1.1575756072998047, "decode.d0.loss_cls": 2.2441845178604125, "decode.d0.loss_mask": 0.7537738502025604, "decode.d0.loss_dice": 1.3994062423706055, "decode.d1.loss_cls": 0.938060975074768, "decode.d1.loss_mask": 0.7445929706096649, "decode.d1.loss_dice": 1.2285301327705382, "decode.d2.loss_cls": 0.8674489974975585, "decode.d2.loss_mask": 0.7024466961622238, "decode.d2.loss_dice": 1.1860052585601806, "decode.d3.loss_cls": 0.8266929030418396, "decode.d3.loss_mask": 0.7224534183740616, "decode.d3.loss_dice": 1.1379634201526643, "decode.d4.loss_cls": 0.8242178618907928, "decode.d4.loss_mask": 0.7073540031909943, "decode.d4.loss_dice": 1.1364626348018647, "decode.d5.loss_cls": 0.740188667178154, "decode.d5.loss_mask": 0.7081044167280197, "decode.d5.loss_dice": 1.1526108860969544, "decode.d6.loss_cls": 0.740371561050415, "decode.d6.loss_mask": 0.6995853871107102, "decode.d6.loss_dice": 1.1277766287326814, "decode.d7.loss_cls": 0.7133443847298622, "decode.d7.loss_mask": 0.6974472254514694, "decode.d7.loss_dice": 1.1457819759845733, "decode.d8.loss_cls": 0.7448992043733597, "decode.d8.loss_mask": 0.6861586570739746, "decode.d8.loss_dice": 1.1454978108406066, "time": 0.5590588808059692, "memory": 7195, "step": 53600}
{"lr": 6.924018241086335e-06, "data_time": 0.009449958801269531, "grad_norm": 83.76285171508789, "loss": 29.908683395385744, "decode.loss_cls": 0.8868187472224236, "decode.loss_mask": 0.688424751162529, "decode.loss_dice": 1.1734127283096314, "decode.d0.loss_cls": 2.3822282791137694, "decode.d0.loss_mask": 0.7820606589317322, "decode.d0.loss_dice": 1.4509847462177277, "decode.d1.loss_cls": 1.0438505917787553, "decode.d1.loss_mask": 0.7120292901992797, "decode.d1.loss_dice": 1.31657834649086, "decode.d2.loss_cls": 0.9142304956912994, "decode.d2.loss_mask": 0.7093274623155594, "decode.d2.loss_dice": 1.22892923951149, "decode.d3.loss_cls": 0.9394939124584198, "decode.d3.loss_mask": 0.7058325439691544, "decode.d3.loss_dice": 1.1882476389408112, "decode.d4.loss_cls": 0.8787064999341965, "decode.d4.loss_mask": 0.719851040840149, "decode.d4.loss_dice": 1.205855029821396, "decode.d5.loss_cls": 0.8215512543916702, "decode.d5.loss_mask": 0.7402974635362625, "decode.d5.loss_dice": 1.2193358033895492, "decode.d6.loss_cls": 0.85537898093462, "decode.d6.loss_mask": 0.6871589958667755, "decode.d6.loss_dice": 1.1881464838981628, "decode.d7.loss_cls": 0.8512956127524376, "decode.d7.loss_mask": 0.6960799783468247, "decode.d7.loss_dice": 1.1578811049461364, "decode.d8.loss_cls": 0.856830769777298, "decode.d8.loss_mask": 0.7135873675346375, "decode.d8.loss_dice": 1.1942775398492813, "time": 0.5300010204315185, "memory": 7219, "step": 53650}
{"lr": 6.921088404259522e-06, "data_time": 0.009366083145141601, "grad_norm": 84.93393249511719, "loss": 24.92392053604126, "decode.loss_cls": 0.6537682004272938, "decode.loss_mask": 0.5919261038303375, "decode.loss_dice": 0.9761262208223342, "decode.d0.loss_cls": 2.3253684401512147, "decode.d0.loss_mask": 0.6007418185472488, "decode.d0.loss_dice": 1.1735964745283127, "decode.d1.loss_cls": 0.8839312940835953, "decode.d1.loss_mask": 0.592550989985466, "decode.d1.loss_dice": 1.0939527451992035, "decode.d2.loss_cls": 0.8099759250879288, "decode.d2.loss_mask": 0.5875568717718125, "decode.d2.loss_dice": 1.057801106572151, "decode.d3.loss_cls": 0.699744638800621, "decode.d3.loss_mask": 0.5866836905479431, "decode.d3.loss_dice": 1.0037680357694625, "decode.d4.loss_cls": 0.6798506699502468, "decode.d4.loss_mask": 0.5869158834218979, "decode.d4.loss_dice": 0.9904458045959472, "decode.d5.loss_cls": 0.6608156017959118, "decode.d5.loss_mask": 0.586440846323967, "decode.d5.loss_dice": 1.0040547639131545, "decode.d6.loss_cls": 0.6495597839355469, "decode.d6.loss_mask": 0.5959400415420533, "decode.d6.loss_dice": 1.0012227565050125, "decode.d7.loss_cls": 0.6747170135378837, "decode.d7.loss_mask": 0.5942663118243218, "decode.d7.loss_dice": 1.0187754333019257, "decode.d8.loss_cls": 0.6770159043371677, "decode.d8.loss_mask": 0.5848821789026261, "decode.d8.loss_dice": 0.9815256386995316, "time": 0.5311198711395264, "memory": 7218, "step": 53700}
{"lr": 6.918158429619638e-06, "data_time": 0.009312891960144043, "grad_norm": 82.65784606933593, "loss": 29.726526165008544, "decode.loss_cls": 0.7652664661407471, "decode.loss_mask": 0.6718526229262352, "decode.loss_dice": 1.2383274734020233, "decode.d0.loss_cls": 2.533287060260773, "decode.d0.loss_mask": 0.753439411520958, "decode.d0.loss_dice": 1.409087884426117, "decode.d1.loss_cls": 1.0192796051502229, "decode.d1.loss_mask": 0.7091782808303833, "decode.d1.loss_dice": 1.3582291185855866, "decode.d2.loss_cls": 0.8066757887601852, "decode.d2.loss_mask": 0.6846279174089431, "decode.d2.loss_dice": 1.2933629214763642, "decode.d3.loss_cls": 0.8606232106685638, "decode.d3.loss_mask": 0.6865624040365219, "decode.d3.loss_dice": 1.2702913403511047, "decode.d4.loss_cls": 0.7673587009310723, "decode.d4.loss_mask": 0.6839912578463554, "decode.d4.loss_dice": 1.3125906109809875, "decode.d5.loss_cls": 0.7853601425886154, "decode.d5.loss_mask": 0.6765198931097984, "decode.d5.loss_dice": 1.2841920912265778, "decode.d6.loss_cls": 0.760163028538227, "decode.d6.loss_mask": 0.6770777583122254, "decode.d6.loss_dice": 1.2665510028600693, "decode.d7.loss_cls": 0.8252558246254921, "decode.d7.loss_mask": 0.6763670772314072, "decode.d7.loss_dice": 1.2878473401069641, "decode.d8.loss_cls": 0.7485965549945831, "decode.d8.loss_mask": 0.6757759302854538, "decode.d8.loss_dice": 1.2387877523899078, "time": 0.529651403427124, "memory": 7236, "step": 53750}
{"lr": 6.915228317095346e-06, "data_time": 0.009326362609863281, "grad_norm": 84.04011993408203, "loss": 24.322232723236084, "decode.loss_cls": 0.5361793920397758, "decode.loss_mask": 0.6897790849208831, "decode.loss_dice": 0.9639993757009506, "decode.d0.loss_cls": 2.2540838360786437, "decode.d0.loss_mask": 0.7915138125419616, "decode.d0.loss_dice": 1.195130169391632, "decode.d1.loss_cls": 0.6921515464782715, "decode.d1.loss_mask": 0.7181169629096985, "decode.d1.loss_dice": 1.0938144356012345, "decode.d2.loss_cls": 0.5206386432051658, "decode.d2.loss_mask": 0.7191491037607193, "decode.d2.loss_dice": 1.0474797576665877, "decode.d3.loss_cls": 0.5184615954756737, "decode.d3.loss_mask": 0.6874439239501953, "decode.d3.loss_dice": 0.9923895269632339, "decode.d4.loss_cls": 0.5419598460197449, "decode.d4.loss_mask": 0.6801791489124298, "decode.d4.loss_dice": 0.9811721056699753, "decode.d5.loss_cls": 0.5127817511558532, "decode.d5.loss_mask": 0.6563169777393341, "decode.d5.loss_dice": 0.9828826606273651, "decode.d6.loss_cls": 0.517950876057148, "decode.d6.loss_mask": 0.6769962906837463, "decode.d6.loss_dice": 0.9801727920770645, "decode.d7.loss_cls": 0.5283879414200783, "decode.d7.loss_mask": 0.6802458047866822, "decode.d7.loss_dice": 0.9769712656736373, "decode.d8.loss_cls": 0.5373284220695496, "decode.d8.loss_mask": 0.6825161904096604, "decode.d8.loss_dice": 0.9660390168428421, "time": 0.5555238723754883, "memory": 7321, "step": 53800}
{"lr": 6.912298066615237e-06, "data_time": 0.009310555458068848, "grad_norm": 86.7795425415039, "loss": 27.672292518615723, "decode.loss_cls": 0.6353085368871689, "decode.loss_mask": 0.7137571901082993, "decode.loss_dice": 1.2187975108623506, "decode.d0.loss_cls": 2.1065253376960755, "decode.d0.loss_mask": 0.8016789734363556, "decode.d0.loss_dice": 1.3694428086280823, "decode.d1.loss_cls": 0.754570409655571, "decode.d1.loss_mask": 0.7990269362926483, "decode.d1.loss_dice": 1.2856776237487793, "decode.d2.loss_cls": 0.7224213674664497, "decode.d2.loss_mask": 0.7186971127986908, "decode.d2.loss_dice": 1.1798371851444245, "decode.d3.loss_cls": 0.6644983038306236, "decode.d3.loss_mask": 0.7420926451683044, "decode.d3.loss_dice": 1.2141316890716554, "decode.d4.loss_cls": 0.6328792944550514, "decode.d4.loss_mask": 0.7232122361660004, "decode.d4.loss_dice": 1.2009417116641998, "decode.d5.loss_cls": 0.6004726186394691, "decode.d5.loss_mask": 0.714413183927536, "decode.d5.loss_dice": 1.1970663487911224, "decode.d6.loss_cls": 0.6150281980633736, "decode.d6.loss_mask": 0.7191321164369583, "decode.d6.loss_dice": 1.216037130355835, "decode.d7.loss_cls": 0.6215485855937004, "decode.d7.loss_mask": 0.7249690651893616, "decode.d7.loss_dice": 1.22097487449646, "decode.d8.loss_cls": 0.6132964730262757, "decode.d8.loss_mask": 0.7369954437017441, "decode.d8.loss_dice": 1.2088626503944397, "time": 0.5558732271194458, "memory": 7228, "step": 53850}
{"lr": 6.909367678107825e-06, "data_time": 0.009366106986999512, "grad_norm": 87.82234344482421, "loss": 24.114276313781737, "decode.loss_cls": 0.5419579520821571, "decode.loss_mask": 0.7424144983291626, "decode.loss_dice": 0.9159307539463043, "decode.d0.loss_cls": 2.230664277076721, "decode.d0.loss_mask": 0.7826917946338654, "decode.d0.loss_dice": 1.003622117638588, "decode.d1.loss_cls": 0.611590401828289, "decode.d1.loss_mask": 0.7529880911111831, "decode.d1.loss_dice": 0.9721342742443084, "decode.d2.loss_cls": 0.5708458080887795, "decode.d2.loss_mask": 0.7353419423103332, "decode.d2.loss_dice": 0.9575211524963378, "decode.d3.loss_cls": 0.5924018979072571, "decode.d3.loss_mask": 0.7367505967617035, "decode.d3.loss_dice": 0.9594129234552383, "decode.d4.loss_cls": 0.5871052347123623, "decode.d4.loss_mask": 0.7552639663219451, "decode.d4.loss_dice": 0.9321756362915039, "decode.d5.loss_cls": 0.5576989106833935, "decode.d5.loss_mask": 0.7395110070705414, "decode.d5.loss_dice": 0.9253576099872589, "decode.d6.loss_cls": 0.5243863269686699, "decode.d6.loss_mask": 0.7414263606071472, "decode.d6.loss_dice": 0.9213339567184449, "decode.d7.loss_cls": 0.4925068512558937, "decode.d7.loss_mask": 0.7314551800489426, "decode.d7.loss_dice": 0.9273560076951981, "decode.d8.loss_cls": 0.49566478878259657, "decode.d8.loss_mask": 0.7421881169080734, "decode.d8.loss_dice": 0.9345779478549957, "time": 0.5289515256881714, "memory": 7183, "step": 53900}
{"lr": 6.906437151501557e-06, "data_time": 0.009263920783996581, "grad_norm": 94.72176055908203, "loss": 23.24639196395874, "decode.loss_cls": 0.673577007651329, "decode.loss_mask": 0.5520019501447677, "decode.loss_dice": 0.8844465389847755, "decode.d0.loss_cls": 2.164120626449585, "decode.d0.loss_mask": 0.6027846470475197, "decode.d0.loss_dice": 1.0421934217214583, "decode.d1.loss_cls": 0.8219753324985504, "decode.d1.loss_mask": 0.5728488504886627, "decode.d1.loss_dice": 0.9416223004460335, "decode.d2.loss_cls": 0.6862789392471313, "decode.d2.loss_mask": 0.5559252560138702, "decode.d2.loss_dice": 0.9128276541829109, "decode.d3.loss_cls": 0.6661781877279281, "decode.d3.loss_mask": 0.5887317970395088, "decode.d3.loss_dice": 0.9060419261455536, "decode.d4.loss_cls": 0.715610021352768, "decode.d4.loss_mask": 0.5561706230044365, "decode.d4.loss_dice": 0.8989991471171379, "decode.d5.loss_cls": 0.6809375017881394, "decode.d5.loss_mask": 0.548724353313446, "decode.d5.loss_dice": 0.8906071484088898, "decode.d6.loss_cls": 0.7131851747632026, "decode.d6.loss_mask": 0.5438376314938068, "decode.d6.loss_dice": 0.8742574289441108, "decode.d7.loss_cls": 0.639288617670536, "decode.d7.loss_mask": 0.5586345702409744, "decode.d7.loss_dice": 0.8896422579884529, "decode.d8.loss_cls": 0.7258594930171967, "decode.d8.loss_mask": 0.566791458427906, "decode.d8.loss_dice": 0.8722911685705185, "time": 0.5310087919235229, "memory": 7260, "step": 53950}
{"lr": 6.903506486724813e-06, "data_time": 0.009192633628845214, "grad_norm": 88.07286529541015, "loss": 28.408576869964598, "decode.loss_cls": 0.7630867220461368, "decode.loss_mask": 0.8432668417692184, "decode.loss_dice": 1.0376464530825615, "decode.d0.loss_cls": 2.228242039680481, "decode.d0.loss_mask": 0.9361179828643799, "decode.d0.loss_dice": 1.2532575711607934, "decode.d1.loss_cls": 0.8329278692603111, "decode.d1.loss_mask": 0.8656493455171586, "decode.d1.loss_dice": 1.1386658817529678, "decode.d2.loss_cls": 0.7796127319335937, "decode.d2.loss_mask": 0.839684185385704, "decode.d2.loss_dice": 1.1035736411809922, "decode.d3.loss_cls": 0.7380104213953018, "decode.d3.loss_mask": 0.8308882743120194, "decode.d3.loss_dice": 1.0860238552093506, "decode.d4.loss_cls": 0.7209958516061306, "decode.d4.loss_mask": 0.8363693743944168, "decode.d4.loss_dice": 1.0657423228025436, "decode.d5.loss_cls": 0.7279137596487999, "decode.d5.loss_mask": 0.8286951035261154, "decode.d5.loss_dice": 1.0592100858688354, "decode.d6.loss_cls": 0.7385304175317288, "decode.d6.loss_mask": 0.8420831531286239, "decode.d6.loss_dice": 1.0509840056300164, "decode.d7.loss_cls": 0.7343336753547192, "decode.d7.loss_mask": 0.8439151674509049, "decode.d7.loss_dice": 1.0580023527145386, "decode.d8.loss_cls": 0.7275546975433826, "decode.d8.loss_mask": 0.8396600127220154, "decode.d8.loss_dice": 1.0579322457313538, "time": 0.5295055150985718, "memory": 7274, "step": 54000}
{"lr": 6.900575683705899e-06, "data_time": 0.009298467636108398, "grad_norm": 89.07309684753417, "loss": 22.89819917678833, "decode.loss_cls": 0.6586276516318321, "decode.loss_mask": 0.6591655105352402, "decode.loss_dice": 0.7854219257831574, "decode.d0.loss_cls": 2.0048586249351503, "decode.d0.loss_mask": 0.6399349808692932, "decode.d0.loss_dice": 0.9187008172273636, "decode.d1.loss_cls": 0.68705715239048, "decode.d1.loss_mask": 0.6446465849876404, "decode.d1.loss_dice": 0.8345755755901336, "decode.d2.loss_cls": 0.6376308158040047, "decode.d2.loss_mask": 0.6660477161407471, "decode.d2.loss_dice": 0.8292998403310776, "decode.d3.loss_cls": 0.7530191853642464, "decode.d3.loss_mask": 0.640086191892624, "decode.d3.loss_dice": 0.7938944280147553, "decode.d4.loss_cls": 0.7931296572089195, "decode.d4.loss_mask": 0.6375169336795807, "decode.d4.loss_dice": 0.7897790312767029, "decode.d5.loss_cls": 0.7089909970760345, "decode.d5.loss_mask": 0.6431862503290177, "decode.d5.loss_dice": 0.7730013340711593, "decode.d6.loss_cls": 0.6550466284155846, "decode.d6.loss_mask": 0.6635419964790344, "decode.d6.loss_dice": 0.803350955247879, "decode.d7.loss_cls": 0.6828261971473694, "decode.d7.loss_mask": 0.6499102622270584, "decode.d7.loss_dice": 0.7805508762598038, "decode.d8.loss_cls": 0.6944283962249755, "decode.d8.loss_mask": 0.6698127418756485, "decode.d8.loss_dice": 0.8001597791910171, "time": 0.5304224014282226, "memory": 7257, "step": 54050}
{"lr": 6.897644742373054e-06, "data_time": 0.009269404411315917, "grad_norm": 80.467822265625, "loss": 20.161921310424805, "decode.loss_cls": 0.385114948451519, "decode.loss_mask": 0.6238303616642952, "decode.loss_dice": 0.778138653934002, "decode.d0.loss_cls": 2.0033126711845397, "decode.d0.loss_mask": 0.6477546915411949, "decode.d0.loss_dice": 0.8427183017134666, "decode.d1.loss_cls": 0.5078299105167389, "decode.d1.loss_mask": 0.647457917034626, "decode.d1.loss_dice": 0.8157810047268867, "decode.d2.loss_cls": 0.4483276717364788, "decode.d2.loss_mask": 0.6335723966360092, "decode.d2.loss_dice": 0.8262241899967193, "decode.d3.loss_cls": 0.3622890278697014, "decode.d3.loss_mask": 0.6485660970211029, "decode.d3.loss_dice": 0.8170450985431671, "decode.d4.loss_cls": 0.3667070396244526, "decode.d4.loss_mask": 0.6560005486011505, "decode.d4.loss_dice": 0.805476562678814, "decode.d5.loss_cls": 0.4321312107145786, "decode.d5.loss_mask": 0.626485350728035, "decode.d5.loss_dice": 0.7819069162011146, "decode.d6.loss_cls": 0.40006243288516996, "decode.d6.loss_mask": 0.6304180011153221, "decode.d6.loss_dice": 0.8024504482746124, "decode.d7.loss_cls": 0.39688709154725077, "decode.d7.loss_mask": 0.6331215754151345, "decode.d7.loss_dice": 0.810029125213623, "decode.d8.loss_cls": 0.39141708314418794, "decode.d8.loss_mask": 0.6356158778071404, "decode.d8.loss_dice": 0.8052490666508675, "time": 0.5288156986236572, "memory": 7317, "step": 54100}
{"lr": 6.894713662654433e-06, "data_time": 0.009242582321166991, "grad_norm": 84.71752395629883, "loss": 23.95799617767334, "decode.loss_cls": 0.6119404762983323, "decode.loss_mask": 0.6126874059438705, "decode.loss_dice": 0.8763789057731628, "decode.d0.loss_cls": 2.3856000900268555, "decode.d0.loss_mask": 0.7112648665904999, "decode.d0.loss_dice": 1.1374654859304427, "decode.d1.loss_cls": 0.8557682245969772, "decode.d1.loss_mask": 0.6337241679430008, "decode.d1.loss_dice": 1.0137494415044785, "decode.d2.loss_cls": 0.7541035443544388, "decode.d2.loss_mask": 0.6168352156877518, "decode.d2.loss_dice": 0.9428033024072647, "decode.d3.loss_cls": 0.7628313302993774, "decode.d3.loss_mask": 0.5936818540096283, "decode.d3.loss_dice": 0.8741587698459625, "decode.d4.loss_cls": 0.6550712525844574, "decode.d4.loss_mask": 0.6039841294288635, "decode.d4.loss_dice": 0.8753374621272088, "decode.d5.loss_cls": 0.6295017629861832, "decode.d5.loss_mask": 0.5923725947737694, "decode.d5.loss_dice": 0.8774881780147552, "decode.d6.loss_cls": 0.6349137365818024, "decode.d6.loss_mask": 0.5964223206043243, "decode.d6.loss_dice": 0.8734280839562416, "decode.d7.loss_cls": 0.6368518322706223, "decode.d7.loss_mask": 0.598143458366394, "decode.d7.loss_dice": 0.887965527176857, "decode.d8.loss_cls": 0.622010326385498, "decode.d8.loss_mask": 0.600309306383133, "decode.d8.loss_dice": 0.8912025809288024, "time": 0.5579569816589356, "memory": 7236, "step": 54150}
{"lr": 6.891782444478145e-06, "data_time": 0.009266066551208495, "grad_norm": 79.61393547058105, "loss": 25.457141399383545, "decode.loss_cls": 0.6677817061543465, "decode.loss_mask": 0.6676802843809128, "decode.loss_dice": 0.9784603834152221, "decode.d0.loss_cls": 2.0019532203674317, "decode.d0.loss_mask": 0.6986645668745041, "decode.d0.loss_dice": 1.1208725661039352, "decode.d1.loss_cls": 0.8866908133029938, "decode.d1.loss_mask": 0.7097065448760986, "decode.d1.loss_dice": 1.038498118519783, "decode.d2.loss_cls": 0.7642299860715867, "decode.d2.loss_mask": 0.677668422460556, "decode.d2.loss_dice": 1.0287637084722518, "decode.d3.loss_cls": 0.7607097774744034, "decode.d3.loss_mask": 0.6638089686632156, "decode.d3.loss_dice": 0.9964408814907074, "decode.d4.loss_cls": 0.713120874762535, "decode.d4.loss_mask": 0.6579104036092758, "decode.d4.loss_dice": 1.0033983528614043, "decode.d5.loss_cls": 0.7051400139927864, "decode.d5.loss_mask": 0.6737152427434921, "decode.d5.loss_dice": 0.9896154999732971, "decode.d6.loss_cls": 0.6966862797737121, "decode.d6.loss_mask": 0.6740509897470475, "decode.d6.loss_dice": 0.9979705780744552, "decode.d7.loss_cls": 0.6906695321202279, "decode.d7.loss_mask": 0.6652029514312744, "decode.d7.loss_dice": 0.9787097066640854, "decode.d8.loss_cls": 0.6983165919780732, "decode.d8.loss_mask": 0.6634703189134598, "decode.d8.loss_dice": 0.9872353345155715, "time": 0.5311731338500977, "memory": 7205, "step": 54200}
{"lr": 6.8888510877721895e-06, "data_time": 0.009240841865539551, "grad_norm": 88.49944038391114, "loss": 31.073196601867675, "decode.loss_cls": 0.7848503232002259, "decode.loss_mask": 0.6693772226572037, "decode.loss_dice": 1.2980020821094513, "decode.d0.loss_cls": 2.498804342746735, "decode.d0.loss_mask": 0.8398813903331757, "decode.d0.loss_dice": 1.743770670890808, "decode.d1.loss_cls": 1.0163675189018249, "decode.d1.loss_mask": 0.7625711113214493, "decode.d1.loss_dice": 1.5032766938209534, "decode.d2.loss_cls": 0.866569995880127, "decode.d2.loss_mask": 0.7198636710643769, "decode.d2.loss_dice": 1.409897118806839, "decode.d3.loss_cls": 0.7910460650920867, "decode.d3.loss_mask": 0.6964875996112824, "decode.d3.loss_dice": 1.3781225979328156, "decode.d4.loss_cls": 0.8342737942934036, "decode.d4.loss_mask": 0.6664207458496094, "decode.d4.loss_dice": 1.3345203161239625, "decode.d5.loss_cls": 0.8153880417346955, "decode.d5.loss_mask": 0.7020994603633881, "decode.d5.loss_dice": 1.336599552631378, "decode.d6.loss_cls": 0.7961350023746491, "decode.d6.loss_mask": 0.6902785494923591, "decode.d6.loss_dice": 1.341125673055649, "decode.d7.loss_cls": 0.7779198706150054, "decode.d7.loss_mask": 0.685115784406662, "decode.d7.loss_dice": 1.332623654603958, "decode.d8.loss_cls": 0.767487758398056, "decode.d8.loss_mask": 0.6878204673528672, "decode.d8.loss_dice": 1.3264993727207184, "time": 0.5300090789794922, "memory": 7243, "step": 54250}
{"lr": 6.885919592464524e-06, "data_time": 0.00931379795074463, "grad_norm": 81.59094314575195, "loss": 31.011161231994627, "decode.loss_cls": 0.7966265738010406, "decode.loss_mask": 0.7147958800196648, "decode.loss_dice": 1.3112969920039177, "decode.d0.loss_cls": 2.2782696008682253, "decode.d0.loss_mask": 0.8291020423173905, "decode.d0.loss_dice": 1.6536345183849335, "decode.d1.loss_cls": 0.9019494235515595, "decode.d1.loss_mask": 0.7719836845993996, "decode.d1.loss_dice": 1.5263083279132843, "decode.d2.loss_cls": 0.9543544091284275, "decode.d2.loss_mask": 0.7355069234967232, "decode.d2.loss_dice": 1.3883732840418817, "decode.d3.loss_cls": 0.8152659550309181, "decode.d3.loss_mask": 0.7566648237407207, "decode.d3.loss_dice": 1.3488664895296096, "decode.d4.loss_cls": 0.7996802289038897, "decode.d4.loss_mask": 0.7311876438558101, "decode.d4.loss_dice": 1.3387059807777404, "decode.d5.loss_cls": 0.7550561171025038, "decode.d5.loss_mask": 0.7491037152707577, "decode.d5.loss_dice": 1.3864295482635498, "decode.d6.loss_cls": 0.7195330016314984, "decode.d6.loss_mask": 0.7379875004291534, "decode.d6.loss_dice": 1.353613479435444, "decode.d7.loss_cls": 0.7091010227799416, "decode.d7.loss_mask": 0.7193497627973556, "decode.d7.loss_dice": 1.347280715405941, "decode.d8.loss_cls": 0.7871453329920769, "decode.d8.loss_mask": 0.7375183217227459, "decode.d8.loss_dice": 1.3564706280827523, "time": 0.5304228067398071, "memory": 7213, "step": 54300}
{"lr": 6.882987958483033e-06, "data_time": 0.009292793273925782, "grad_norm": 100.27046966552734, "loss": 24.220492362976074, "decode.loss_cls": 0.5267918467521667, "decode.loss_mask": 0.7425603941082954, "decode.loss_dice": 0.9616805464029312, "decode.d0.loss_cls": 2.0405964732170103, "decode.d0.loss_mask": 0.7773972570896148, "decode.d0.loss_dice": 1.005042164027691, "decode.d1.loss_cls": 0.6385529100894928, "decode.d1.loss_mask": 0.759252306818962, "decode.d1.loss_dice": 0.9768991798162461, "decode.d2.loss_cls": 0.5594308167695999, "decode.d2.loss_mask": 0.7637377545237541, "decode.d2.loss_dice": 0.9798182472586632, "decode.d3.loss_cls": 0.5525133550167084, "decode.d3.loss_mask": 0.7838419675827026, "decode.d3.loss_dice": 0.9578054547309875, "decode.d4.loss_cls": 0.5580621391534806, "decode.d4.loss_mask": 0.7569352596998214, "decode.d4.loss_dice": 0.9448708280920982, "decode.d5.loss_cls": 0.5107646659016609, "decode.d5.loss_mask": 0.7658937454223633, "decode.d5.loss_dice": 0.9715198665857315, "decode.d6.loss_cls": 0.4909495383501053, "decode.d6.loss_mask": 0.7783083692193031, "decode.d6.loss_dice": 0.9515458703041076, "decode.d7.loss_cls": 0.5394113481044769, "decode.d7.loss_mask": 0.7573684707283974, "decode.d7.loss_dice": 0.9485855743288993, "decode.d8.loss_cls": 0.505171486735344, "decode.d8.loss_mask": 0.7529002904891968, "decode.d8.loss_dice": 0.9622833758592606, "time": 0.5308063507080079, "memory": 7266, "step": 54350}
{"lr": 6.880056185755519e-06, "data_time": 0.009000277519226075, "grad_norm": 80.55796661376954, "loss": 26.982292556762694, "decode.loss_cls": 0.7534812390804291, "decode.loss_mask": 0.6508217170834542, "decode.loss_dice": 1.002863422036171, "decode.d0.loss_cls": 2.512406885623932, "decode.d0.loss_mask": 0.7181116923689842, "decode.d0.loss_dice": 1.2435009896755218, "decode.d1.loss_cls": 0.9521709233522415, "decode.d1.loss_mask": 0.7157911494374275, "decode.d1.loss_dice": 1.1170107752084732, "decode.d2.loss_cls": 0.8918435961008072, "decode.d2.loss_mask": 0.7037550538778305, "decode.d2.loss_dice": 1.0459067106246949, "decode.d3.loss_cls": 0.850020845234394, "decode.d3.loss_mask": 0.6662663266062736, "decode.d3.loss_dice": 1.0156645834445954, "decode.d4.loss_cls": 0.80626380443573, "decode.d4.loss_mask": 0.6560716703534126, "decode.d4.loss_dice": 0.9968658104538918, "decode.d5.loss_cls": 0.7536932677030563, "decode.d5.loss_mask": 0.6447745308279991, "decode.d5.loss_dice": 1.0179394155740737, "decode.d6.loss_cls": 0.7103411197662354, "decode.d6.loss_mask": 0.6561619281768799, "decode.d6.loss_dice": 1.000360794365406, "decode.d7.loss_cls": 0.7673932984471321, "decode.d7.loss_mask": 0.6705377385020256, "decode.d7.loss_dice": 1.0184791818261147, "decode.d8.loss_cls": 0.7369152128696441, "decode.d8.loss_mask": 0.6736743748188019, "decode.d8.loss_dice": 1.0332040280103683, "time": 0.581257438659668, "memory": 7219, "step": 54400}
{"lr": 6.87712427420971e-06, "data_time": 0.009356880187988281, "grad_norm": 91.67351150512695, "loss": 24.13245725631714, "decode.loss_cls": 0.6502287313342094, "decode.loss_mask": 0.6529914289712906, "decode.loss_dice": 0.8113347738981247, "decode.d0.loss_cls": 2.254717779159546, "decode.d0.loss_mask": 0.7315129846334457, "decode.d0.loss_dice": 0.9703787624835968, "decode.d1.loss_cls": 1.037157157063484, "decode.d1.loss_mask": 0.6273682326078415, "decode.d1.loss_dice": 0.8574774920940399, "decode.d2.loss_cls": 0.8189037963747978, "decode.d2.loss_mask": 0.6441781610250473, "decode.d2.loss_dice": 0.8211333394050598, "decode.d3.loss_cls": 0.8061502233147622, "decode.d3.loss_mask": 0.6411158353090286, "decode.d3.loss_dice": 0.8103316068649292, "decode.d4.loss_cls": 0.7482561826705932, "decode.d4.loss_mask": 0.6423462420701981, "decode.d4.loss_dice": 0.8135758191347122, "decode.d5.loss_cls": 0.7453634232282639, "decode.d5.loss_mask": 0.6442364692687989, "decode.d5.loss_dice": 0.8017426252365112, "decode.d6.loss_cls": 0.7439464405179024, "decode.d6.loss_mask": 0.6537720263004303, "decode.d6.loss_dice": 0.8064083695411682, "decode.d7.loss_cls": 0.6591959685087204, "decode.d7.loss_mask": 0.6554899260401725, "decode.d7.loss_dice": 0.8254327416419983, "decode.d8.loss_cls": 0.8052874639630317, "decode.d8.loss_mask": 0.6420449376106262, "decode.d8.loss_dice": 0.8103785425424576, "time": 0.531374168395996, "memory": 7229, "step": 54450}
{"lr": 6.874192223773278e-06, "data_time": 0.009479641914367676, "grad_norm": 81.22079086303711, "loss": 29.358981990814208, "decode.loss_cls": 0.6526130363345146, "decode.loss_mask": 0.9521111696958542, "decode.loss_dice": 1.1044095158576965, "decode.d0.loss_cls": 2.115157115459442, "decode.d0.loss_mask": 1.034919059276581, "decode.d0.loss_dice": 1.2797785222530365, "decode.d1.loss_cls": 0.7828761458396911, "decode.d1.loss_mask": 0.964723402261734, "decode.d1.loss_dice": 1.2387033998966217, "decode.d2.loss_cls": 0.69720359146595, "decode.d2.loss_mask": 0.9566194087266922, "decode.d2.loss_dice": 1.184827595949173, "decode.d3.loss_cls": 0.6553922444581985, "decode.d3.loss_mask": 0.9623845517635345, "decode.d3.loss_dice": 1.1354161739349364, "decode.d4.loss_cls": 0.6780528590083122, "decode.d4.loss_mask": 0.9822824895381927, "decode.d4.loss_dice": 1.1194647669792175, "decode.d5.loss_cls": 0.6253056839108467, "decode.d5.loss_mask": 0.9619003474712372, "decode.d5.loss_dice": 1.112968122959137, "decode.d6.loss_cls": 0.612273171544075, "decode.d6.loss_mask": 0.9637573152780533, "decode.d6.loss_dice": 1.116490250825882, "decode.d7.loss_cls": 0.6556080028414726, "decode.d7.loss_mask": 0.9343725353479385, "decode.d7.loss_dice": 1.1046073734760284, "decode.d8.loss_cls": 0.6369021147489548, "decode.d8.loss_mask": 0.9928351223468781, "decode.d8.loss_dice": 1.145026731491089, "time": 0.5296844482421875, "memory": 7274, "step": 54500}
{"lr": 6.87126003437381e-06, "data_time": 0.009323024749755859, "grad_norm": 88.63161239624023, "loss": 32.523011302948, "decode.loss_cls": 0.8937874063849449, "decode.loss_mask": 0.8064909815788269, "decode.loss_dice": 1.2958998203277587, "decode.d0.loss_cls": 2.553041625022888, "decode.d0.loss_mask": 0.8465704202651978, "decode.d0.loss_dice": 1.4696648359298705, "decode.d1.loss_cls": 1.1631581604480743, "decode.d1.loss_mask": 0.8190427124500275, "decode.d1.loss_dice": 1.402657149732113, "decode.d2.loss_cls": 1.0306364476680756, "decode.d2.loss_mask": 0.8095810621976852, "decode.d2.loss_dice": 1.337608167529106, "decode.d3.loss_cls": 0.8904081016778946, "decode.d3.loss_mask": 0.7968125492334366, "decode.d3.loss_dice": 1.3255188047885895, "decode.d4.loss_cls": 0.852155065536499, "decode.d4.loss_mask": 0.7940650343894958, "decode.d4.loss_dice": 1.344637045264244, "decode.d5.loss_cls": 0.950859434902668, "decode.d5.loss_mask": 0.797123646736145, "decode.d5.loss_dice": 1.3528479874134063, "decode.d6.loss_cls": 0.9465182274580002, "decode.d6.loss_mask": 0.7877354621887207, "decode.d6.loss_dice": 1.29008649289608, "decode.d7.loss_cls": 0.9060516595840454, "decode.d7.loss_mask": 0.7626374721527099, "decode.d7.loss_dice": 1.2991209894418716, "decode.d8.loss_cls": 0.910342101752758, "decode.d8.loss_mask": 0.7776232957839966, "decode.d8.loss_dice": 1.3103288918733598, "time": 0.555666160583496, "memory": 7218, "step": 54550}
{"lr": 6.868327705938826e-06, "data_time": 0.009292817115783692, "grad_norm": 86.95985870361328, "loss": 26.060455894470216, "decode.loss_cls": 0.6164088744670153, "decode.loss_mask": 0.7686994463205338, "decode.loss_dice": 1.0040284872055054, "decode.d0.loss_cls": 2.059987688064575, "decode.d0.loss_mask": 0.8024663493037224, "decode.d0.loss_dice": 1.1405964255332948, "decode.d1.loss_cls": 0.7458160080015659, "decode.d1.loss_mask": 0.7597973734140396, "decode.d1.loss_dice": 1.091566151380539, "decode.d2.loss_cls": 0.7018612265586853, "decode.d2.loss_mask": 0.7581888616085053, "decode.d2.loss_dice": 1.0428722858428956, "decode.d3.loss_cls": 0.6368242762982845, "decode.d3.loss_mask": 0.7572896748781204, "decode.d3.loss_dice": 1.0267160773277282, "decode.d4.loss_cls": 0.6181037370115519, "decode.d4.loss_mask": 0.7813858211040496, "decode.d4.loss_dice": 1.0463543474674224, "decode.d5.loss_cls": 0.6373937621712684, "decode.d5.loss_mask": 0.7777372419834137, "decode.d5.loss_dice": 1.0466896414756774, "decode.d6.loss_cls": 0.641692953929305, "decode.d6.loss_mask": 0.7601014524698257, "decode.d6.loss_dice": 0.9913864374160767, "decode.d7.loss_cls": 0.6270070798695088, "decode.d7.loss_mask": 0.7637592017650604, "decode.d7.loss_dice": 1.037963718175888, "decode.d8.loss_cls": 0.625627875700593, "decode.d8.loss_mask": 0.7714332312345504, "decode.d8.loss_dice": 1.0206998825073241, "time": 0.5282613277435303, "memory": 7197, "step": 54600}
{"lr": 6.865395238395773e-06, "data_time": 0.009055805206298829, "grad_norm": 96.30792007446288, "loss": 25.899952507019044, "decode.loss_cls": 0.540582238137722, "decode.loss_mask": 0.6897252827882767, "decode.loss_dice": 1.0398205101490021, "decode.d0.loss_cls": 2.3133646488189696, "decode.d0.loss_mask": 0.876131945848465, "decode.d0.loss_dice": 1.3284274756908416, "decode.d1.loss_cls": 0.814841341972351, "decode.d1.loss_mask": 0.7374372333288193, "decode.d1.loss_dice": 1.1621551305055617, "decode.d2.loss_cls": 0.72400231808424, "decode.d2.loss_mask": 0.7101562172174454, "decode.d2.loss_dice": 1.083249780535698, "decode.d3.loss_cls": 0.6352013558149338, "decode.d3.loss_mask": 0.6958184778690338, "decode.d3.loss_dice": 1.0672466963529588, "decode.d4.loss_cls": 0.5953240692615509, "decode.d4.loss_mask": 0.6829318523406982, "decode.d4.loss_dice": 1.03796266913414, "decode.d5.loss_cls": 0.5608830988407135, "decode.d5.loss_mask": 0.6920006185770035, "decode.d5.loss_dice": 1.055299961566925, "decode.d6.loss_cls": 0.5560845598578453, "decode.d6.loss_mask": 0.6928639471530914, "decode.d6.loss_dice": 1.0320982307195663, "decode.d7.loss_cls": 0.55545324832201, "decode.d7.loss_mask": 0.6808625966310501, "decode.d7.loss_dice": 1.0304252922534942, "decode.d8.loss_cls": 0.5691187441349029, "decode.d8.loss_mask": 0.6857750147581101, "decode.d8.loss_dice": 1.0547081530094147, "time": 0.5302409410476685, "memory": 7254, "step": 54650}
{"lr": 6.862462631672025e-06, "data_time": 0.009419631958007813, "grad_norm": 90.07020874023438, "loss": 27.519113636016847, "decode.loss_cls": 0.6819470353424549, "decode.loss_mask": 0.7259471327066421, "decode.loss_dice": 1.0616642713546753, "decode.d0.loss_cls": 2.263313019275665, "decode.d0.loss_mask": 0.8924526929855346, "decode.d0.loss_dice": 1.2628265500068665, "decode.d1.loss_cls": 0.959119226038456, "decode.d1.loss_mask": 0.7549186706542969, "decode.d1.loss_dice": 1.136273843050003, "decode.d2.loss_cls": 0.8757978893816472, "decode.d2.loss_mask": 0.7729564487934113, "decode.d2.loss_dice": 1.098564201593399, "decode.d3.loss_cls": 0.7506475403904915, "decode.d3.loss_mask": 0.7381603598594666, "decode.d3.loss_dice": 1.063930931687355, "decode.d4.loss_cls": 0.7464388929307461, "decode.d4.loss_mask": 0.7301403433084488, "decode.d4.loss_dice": 1.0530608594417572, "decode.d5.loss_cls": 0.6901330523192882, "decode.d5.loss_mask": 0.7545261919498444, "decode.d5.loss_dice": 1.0587287798523903, "decode.d6.loss_cls": 0.6958245128393173, "decode.d6.loss_mask": 0.7416834443807602, "decode.d6.loss_dice": 1.0504742026329041, "decode.d7.loss_cls": 0.7081829510629177, "decode.d7.loss_mask": 0.7512157976627349, "decode.d7.loss_dice": 1.0486696511507034, "decode.d8.loss_cls": 0.6916778661310673, "decode.d8.loss_mask": 0.7216159373521804, "decode.d8.loss_dice": 1.0382217198610306, "time": 0.5329761028289794, "memory": 7184, "step": 54700}
{"lr": 6.859529885694884e-06, "data_time": 0.009419560432434082, "grad_norm": 91.4317008972168, "loss": 23.041674613952637, "decode.loss_cls": 0.5518041834235191, "decode.loss_mask": 0.7036963820457458, "decode.loss_dice": 0.8458714559674263, "decode.d0.loss_cls": 2.00161954164505, "decode.d0.loss_mask": 0.7609913110733032, "decode.d0.loss_dice": 1.037313313782215, "decode.d1.loss_cls": 0.6986152768135071, "decode.d1.loss_mask": 0.7498156279325485, "decode.d1.loss_dice": 0.9325119972229003, "decode.d2.loss_cls": 0.6255834087729454, "decode.d2.loss_mask": 0.7204086273908615, "decode.d2.loss_dice": 0.8781646698713302, "decode.d3.loss_cls": 0.5352202504873276, "decode.d3.loss_mask": 0.7083347395062447, "decode.d3.loss_dice": 0.8597041949629783, "decode.d4.loss_cls": 0.5293528780341148, "decode.d4.loss_mask": 0.6814921751618386, "decode.d4.loss_dice": 0.8410259515047074, "decode.d5.loss_cls": 0.569671156257391, "decode.d5.loss_mask": 0.6990051999688148, "decode.d5.loss_dice": 0.8475742295384407, "decode.d6.loss_cls": 0.5304026409983635, "decode.d6.loss_mask": 0.6880080625414848, "decode.d6.loss_dice": 0.8501021236181259, "decode.d7.loss_cls": 0.5451671712100505, "decode.d7.loss_mask": 0.6849906101822854, "decode.d7.loss_dice": 0.8358256980776787, "decode.d8.loss_cls": 0.599895180016756, "decode.d8.loss_mask": 0.6921826153993607, "decode.d8.loss_dice": 0.8373234152793885, "time": 0.554816460609436, "memory": 7283, "step": 54750}
{"lr": 6.856597000391576e-06, "data_time": 0.009406399726867676, "grad_norm": 91.19759063720703, "loss": 24.97665901184082, "decode.loss_cls": 0.7056230694055557, "decode.loss_mask": 0.6960822939872742, "decode.loss_dice": 0.8934078961610794, "decode.d0.loss_cls": 2.1942557215690615, "decode.d0.loss_mask": 0.7621533334255218, "decode.d0.loss_dice": 1.0790212154388428, "decode.d1.loss_cls": 0.8038837149739265, "decode.d1.loss_mask": 0.7146088033914566, "decode.d1.loss_dice": 0.9734031736850739, "decode.d2.loss_cls": 0.7126455113291741, "decode.d2.loss_mask": 0.7051976442337036, "decode.d2.loss_dice": 0.9793947249650955, "decode.d3.loss_cls": 0.7002225518226624, "decode.d3.loss_mask": 0.6827725261449814, "decode.d3.loss_dice": 0.9147585958242417, "decode.d4.loss_cls": 0.7051461100578308, "decode.d4.loss_mask": 0.6944616943597793, "decode.d4.loss_dice": 0.919484668970108, "decode.d5.loss_cls": 0.678959621489048, "decode.d5.loss_mask": 0.7001613557338715, "decode.d5.loss_dice": 0.9148474723100662, "decode.d6.loss_cls": 0.6817175090312958, "decode.d6.loss_mask": 0.6846188753843307, "decode.d6.loss_dice": 0.8881776928901672, "decode.d7.loss_cls": 0.7021594762802124, "decode.d7.loss_mask": 0.6818396389484406, "decode.d7.loss_dice": 0.8982767224311828, "decode.d8.loss_cls": 0.6921449109911919, "decode.d8.loss_mask": 0.6981609493494034, "decode.d8.loss_dice": 0.9190711230039597, "time": 0.5313868045806884, "memory": 7273, "step": 54800}
{"lr": 6.853663975689267e-06, "data_time": 0.009192323684692383, "grad_norm": 89.55348892211914, "loss": 19.201847743988036, "decode.loss_cls": 0.5319514367729425, "decode.loss_mask": 0.49521258771419524, "decode.loss_dice": 0.6901470422744751, "decode.d0.loss_cls": 1.8417486608028413, "decode.d0.loss_mask": 0.558153185248375, "decode.d0.loss_dice": 0.7911323130130767, "decode.d1.loss_cls": 0.6356911186128855, "decode.d1.loss_mask": 0.5251315534114838, "decode.d1.loss_dice": 0.7557057410478591, "decode.d2.loss_cls": 0.6063999019563198, "decode.d2.loss_mask": 0.5101748406887054, "decode.d2.loss_dice": 0.6951259195804596, "decode.d3.loss_cls": 0.5472861278802157, "decode.d3.loss_mask": 0.5021326452493667, "decode.d3.loss_dice": 0.7120296210050583, "decode.d4.loss_cls": 0.569642436131835, "decode.d4.loss_mask": 0.4958088159561157, "decode.d4.loss_dice": 0.6852014541625977, "decode.d5.loss_cls": 0.5356034744530916, "decode.d5.loss_mask": 0.49758169054985046, "decode.d5.loss_dice": 0.7164979726076126, "decode.d6.loss_cls": 0.5457283008843661, "decode.d6.loss_mask": 0.49258645474910734, "decode.d6.loss_dice": 0.698080974817276, "decode.d7.loss_cls": 0.5558586474508047, "decode.d7.loss_mask": 0.49374622106552124, "decode.d7.loss_dice": 0.7242846131324768, "decode.d8.loss_cls": 0.5743280090391636, "decode.d8.loss_mask": 0.49122199714183806, "decode.d8.loss_dice": 0.7276539862155914, "time": 0.529292631149292, "memory": 7227, "step": 54850}
{"lr": 6.850730811515031e-06, "data_time": 0.009476685523986816, "grad_norm": 85.64457283020019, "loss": 24.346525955200196, "decode.loss_cls": 0.46773588508367536, "decode.loss_mask": 0.7369509398937225, "decode.loss_dice": 0.9905108898878098, "decode.d0.loss_cls": 1.9590293526649476, "decode.d0.loss_mask": 0.7574300080537796, "decode.d0.loss_dice": 1.0373912155628204, "decode.d1.loss_cls": 0.7173548847436905, "decode.d1.loss_mask": 0.7570600390434266, "decode.d1.loss_dice": 1.0427456945180893, "decode.d2.loss_cls": 0.5647868201136589, "decode.d2.loss_mask": 0.7596932470798492, "decode.d2.loss_dice": 1.0149779736995697, "decode.d3.loss_cls": 0.5746674492955208, "decode.d3.loss_mask": 0.7533025205135345, "decode.d3.loss_dice": 0.9956620842218399, "decode.d4.loss_cls": 0.5859157159924507, "decode.d4.loss_mask": 0.7295722246170044, "decode.d4.loss_dice": 0.9909299850463867, "decode.d5.loss_cls": 0.5670958206057548, "decode.d5.loss_mask": 0.7145124912261963, "decode.d5.loss_dice": 0.9463888376951217, "decode.d6.loss_cls": 0.567620326578617, "decode.d6.loss_mask": 0.7267515361309052, "decode.d6.loss_dice": 0.9628259807825088, "decode.d7.loss_cls": 0.555234307050705, "decode.d7.loss_mask": 0.7146667778491974, "decode.d7.loss_dice": 0.9495512485504151, "decode.d8.loss_cls": 0.48621955662965777, "decode.d8.loss_mask": 0.7374327450990676, "decode.d8.loss_dice": 0.9825089335441589, "time": 0.529462456703186, "memory": 7233, "step": 54900}
{"lr": 6.847797507795886e-06, "data_time": 0.009714055061340331, "grad_norm": 79.77079811096192, "loss": 27.324574279785157, "decode.loss_cls": 0.6972760796546936, "decode.loss_mask": 0.6162669062614441, "decode.loss_dice": 1.184880691766739, "decode.d0.loss_cls": 2.164890456199646, "decode.d0.loss_mask": 0.7504365772008896, "decode.d0.loss_dice": 1.3623524248600005, "decode.d1.loss_cls": 0.929325969517231, "decode.d1.loss_mask": 0.6307217508554459, "decode.d1.loss_dice": 1.2918013691902162, "decode.d2.loss_cls": 0.8473378956317902, "decode.d2.loss_mask": 0.6191861778497696, "decode.d2.loss_dice": 1.2519914984703064, "decode.d3.loss_cls": 0.70843625664711, "decode.d3.loss_mask": 0.642013481259346, "decode.d3.loss_dice": 1.1999550998210906, "decode.d4.loss_cls": 0.7208900853991509, "decode.d4.loss_mask": 0.6032265797257423, "decode.d4.loss_dice": 1.1866220563650132, "decode.d5.loss_cls": 0.6974423959851265, "decode.d5.loss_mask": 0.6331465840339661, "decode.d5.loss_dice": 1.1948355615139008, "decode.d6.loss_cls": 0.6464893788099288, "decode.d6.loss_mask": 0.6312124818563462, "decode.d6.loss_dice": 1.1786361277103423, "decode.d7.loss_cls": 0.6450366199016571, "decode.d7.loss_mask": 0.6351155534386634, "decode.d7.loss_dice": 1.1756738007068634, "decode.d8.loss_cls": 0.6950147956609726, "decode.d8.loss_mask": 0.6184764906764031, "decode.d8.loss_dice": 1.1658845335245132, "time": 0.5560708284378052, "memory": 7261, "step": 54950}
{"lr": 6.84486406445876e-06, "data_time": 0.009835028648376464, "grad_norm": 87.80386390686036, "loss": 31.168422317504884, "decode.loss_cls": 0.7341937705874443, "decode.loss_mask": 0.803975310921669, "decode.loss_dice": 1.3764417707920074, "decode.d0.loss_cls": 2.2126967191696165, "decode.d0.loss_mask": 0.8590877413749695, "decode.d0.loss_dice": 1.5046735107898712, "decode.d1.loss_cls": 0.893996512889862, "decode.d1.loss_mask": 0.8238922774791717, "decode.d1.loss_dice": 1.4479452431201936, "decode.d2.loss_cls": 0.753232342004776, "decode.d2.loss_mask": 0.7964980870485305, "decode.d2.loss_dice": 1.437364113330841, "decode.d3.loss_cls": 0.7175024926662446, "decode.d3.loss_mask": 0.8118823349475861, "decode.d3.loss_dice": 1.4221049010753632, "decode.d4.loss_cls": 0.7251089841127396, "decode.d4.loss_mask": 0.7979969650506973, "decode.d4.loss_dice": 1.4033577740192413, "decode.d5.loss_cls": 0.6953774735331535, "decode.d5.loss_mask": 0.7964988797903061, "decode.d5.loss_dice": 1.427230215072632, "decode.d6.loss_cls": 0.7012519702315331, "decode.d6.loss_mask": 0.8065103083848953, "decode.d6.loss_dice": 1.3779269635677338, "decode.d7.loss_cls": 0.7280715301632881, "decode.d7.loss_mask": 0.7941618204116822, "decode.d7.loss_dice": 1.3979466795921325, "decode.d8.loss_cls": 0.719713045656681, "decode.d8.loss_mask": 0.8004791647195816, "decode.d8.loss_dice": 1.4013042747974396, "time": 0.5289043188095093, "memory": 7223, "step": 55000}
{"aAcc": 83.85, "mIoU": 51.05, "mAcc": 65.49, "data_time": 0.0019165557694150158, "time": 0.18428120195153225, "step": 55000}
{"lr": 6.84193048143053e-06, "data_time": 0.009898495674133301, "grad_norm": 94.29446334838867, "loss": 24.372312831878663, "decode.loss_cls": 0.7040762767195702, "decode.loss_mask": 0.633309255540371, "decode.loss_dice": 0.8752353951334954, "decode.d0.loss_cls": 2.2500236451625826, "decode.d0.loss_mask": 0.7456711038947106, "decode.d0.loss_dice": 1.097985029220581, "decode.d1.loss_cls": 0.887277004122734, "decode.d1.loss_mask": 0.6722151592373848, "decode.d1.loss_dice": 0.9718731746077538, "decode.d2.loss_cls": 0.7033417493104934, "decode.d2.loss_mask": 0.6965330392122269, "decode.d2.loss_dice": 0.8941212594509125, "decode.d3.loss_cls": 0.7065905570983887, "decode.d3.loss_mask": 0.6507348120212555, "decode.d3.loss_dice": 0.8470498204231263, "decode.d4.loss_cls": 0.6726632624864578, "decode.d4.loss_mask": 0.6512914672493935, "decode.d4.loss_dice": 0.8868356451392174, "decode.d5.loss_cls": 0.6367539495229722, "decode.d5.loss_mask": 0.6544356554746628, "decode.d5.loss_dice": 0.8970774009823799, "decode.d6.loss_cls": 0.6998042017221451, "decode.d6.loss_mask": 0.6667322263121604, "decode.d6.loss_dice": 0.8591904893517495, "decode.d7.loss_cls": 0.7071112975478172, "decode.d7.loss_mask": 0.6553428322076797, "decode.d7.loss_dice": 0.8911723449826241, "decode.d8.loss_cls": 0.6147588267922401, "decode.d8.loss_mask": 0.6496733814477921, "decode.d8.loss_dice": 0.8934337481856346, "time": 0.5555489778518676, "memory": 7229, "step": 55050}
{"lr": 6.838996758637982e-06, "data_time": 0.009636473655700684, "grad_norm": 92.92624435424804, "loss": 29.882753992080687, "decode.loss_cls": 0.8147119432687759, "decode.loss_mask": 0.7836735665798187, "decode.loss_dice": 1.1397708386182785, "decode.d0.loss_cls": 2.4813801884651183, "decode.d0.loss_mask": 0.8475821226835251, "decode.d0.loss_dice": 1.300906775891781, "decode.d1.loss_cls": 0.9065936952829361, "decode.d1.loss_mask": 0.8156548947095871, "decode.d1.loss_dice": 1.266364400088787, "decode.d2.loss_cls": 0.8718809768557548, "decode.d2.loss_mask": 0.8227853208780289, "decode.d2.loss_dice": 1.2370435625314713, "decode.d3.loss_cls": 0.7992179676890373, "decode.d3.loss_mask": 0.7835212528705597, "decode.d3.loss_dice": 1.190258540213108, "decode.d4.loss_cls": 0.8205221101641655, "decode.d4.loss_mask": 0.7945698350667953, "decode.d4.loss_dice": 1.1816259026527405, "decode.d5.loss_cls": 0.7843455672264099, "decode.d5.loss_mask": 0.8077396631240845, "decode.d5.loss_dice": 1.1805976882576943, "decode.d6.loss_cls": 0.8229216426610947, "decode.d6.loss_mask": 0.7807067960500718, "decode.d6.loss_dice": 1.1363136395812035, "decode.d7.loss_cls": 0.814080736041069, "decode.d7.loss_mask": 0.7783166080713272, "decode.d7.loss_dice": 1.1452230662107468, "decode.d8.loss_cls": 0.8095336213707924, "decode.d8.loss_mask": 0.7845400631427765, "decode.d8.loss_dice": 1.1803702756762504, "time": 0.5316093444824219, "memory": 7263, "step": 55100}
{"lr": 6.836062896007831e-06, "data_time": 0.009733247756958007, "grad_norm": 81.0886360168457, "loss": 30.29967842102051, "decode.loss_cls": 0.8584846958518029, "decode.loss_mask": 0.7188597083091736, "decode.loss_dice": 1.1927053153514862, "decode.d0.loss_cls": 2.4649102449417115, "decode.d0.loss_mask": 0.8086856156587601, "decode.d0.loss_dice": 1.3557237148284913, "decode.d1.loss_cls": 1.0305145427584648, "decode.d1.loss_mask": 0.7354004919528961, "decode.d1.loss_dice": 1.2811238467693329, "decode.d2.loss_cls": 0.9472840875387192, "decode.d2.loss_mask": 0.7129730641841888, "decode.d2.loss_dice": 1.2367624163627624, "decode.d3.loss_cls": 0.9555255323648453, "decode.d3.loss_mask": 0.6952855527400971, "decode.d3.loss_dice": 1.2232876241207122, "decode.d4.loss_cls": 0.9025590211153031, "decode.d4.loss_mask": 0.7127445995807647, "decode.d4.loss_dice": 1.2287907719612121, "decode.d5.loss_cls": 0.9071070358157158, "decode.d5.loss_mask": 0.7049296766519546, "decode.d5.loss_dice": 1.2017949402332306, "decode.d6.loss_cls": 0.9100501328706742, "decode.d6.loss_mask": 0.6937359422445297, "decode.d6.loss_dice": 1.2272756397724152, "decode.d7.loss_cls": 0.8173627056181431, "decode.d7.loss_mask": 0.7279429763555527, "decode.d7.loss_dice": 1.2494133174419404, "decode.d8.loss_cls": 0.8202096708118916, "decode.d8.loss_mask": 0.7307250231504441, "decode.d8.loss_dice": 1.2475104749202728, "time": 0.5296640872955323, "memory": 7229, "step": 55150}
{"lr": 6.833128893466728e-06, "data_time": 0.009714603424072266, "grad_norm": 77.78221893310547, "loss": 25.65447425842285, "decode.loss_cls": 0.7006761290132999, "decode.loss_mask": 0.6752393677830696, "decode.loss_dice": 0.8775245904922485, "decode.d0.loss_cls": 2.5424097180366516, "decode.d0.loss_mask": 0.696276082098484, "decode.d0.loss_dice": 1.0870430946350098, "decode.d1.loss_cls": 0.9467331781983376, "decode.d1.loss_mask": 0.7431545972824096, "decode.d1.loss_dice": 0.9922233700752259, "decode.d2.loss_cls": 0.8483281038701534, "decode.d2.loss_mask": 0.6831379279494285, "decode.d2.loss_dice": 0.9132604390382767, "decode.d3.loss_cls": 0.8304937038570642, "decode.d3.loss_mask": 0.6940333768725395, "decode.d3.loss_dice": 0.8987177550792694, "decode.d4.loss_cls": 0.7655410129576922, "decode.d4.loss_mask": 0.6945153027772903, "decode.d4.loss_dice": 0.9087553441524505, "decode.d5.loss_cls": 0.7458175335079431, "decode.d5.loss_mask": 0.6839262157678604, "decode.d5.loss_dice": 0.8867530226707458, "decode.d6.loss_cls": 0.7584283735603095, "decode.d6.loss_mask": 0.6815449088811875, "decode.d6.loss_dice": 0.8541460454463958, "decode.d7.loss_cls": 0.7087407507002353, "decode.d7.loss_mask": 0.6698936268687248, "decode.d7.loss_dice": 0.8667204797267913, "decode.d8.loss_cls": 0.7416426993906498, "decode.d8.loss_mask": 0.691638270020485, "decode.d8.loss_dice": 0.8671592324972153, "time": 0.5808639526367188, "memory": 7234, "step": 55200}
{"lr": 6.830194750941243e-06, "data_time": 0.009827136993408203, "grad_norm": 93.03063354492187, "loss": 27.053923034667967, "decode.loss_cls": 0.7843405157327652, "decode.loss_mask": 0.710009777545929, "decode.loss_dice": 0.9726114809513092, "decode.d0.loss_cls": 2.4270740747451782, "decode.d0.loss_mask": 0.7234682247042656, "decode.d0.loss_dice": 1.1111573219299316, "decode.d1.loss_cls": 0.9738011658191681, "decode.d1.loss_mask": 0.692897167801857, "decode.d1.loss_dice": 1.0309309899806975, "decode.d2.loss_cls": 0.988412058353424, "decode.d2.loss_mask": 0.7204273447394371, "decode.d2.loss_dice": 0.9917911171913147, "decode.d3.loss_cls": 0.9926139295101166, "decode.d3.loss_mask": 0.7036138668656349, "decode.d3.loss_dice": 0.933562308549881, "decode.d4.loss_cls": 0.8464165329933167, "decode.d4.loss_mask": 0.6877934545278549, "decode.d4.loss_dice": 0.9326000809669495, "decode.d5.loss_cls": 0.861935156583786, "decode.d5.loss_mask": 0.6639605760574341, "decode.d5.loss_dice": 0.9303976416587829, "decode.d6.loss_cls": 0.8214085578918457, "decode.d6.loss_mask": 0.6941217705607414, "decode.d6.loss_dice": 0.955605560541153, "decode.d7.loss_cls": 0.7843077033758163, "decode.d7.loss_mask": 0.6768695712089539, "decode.d7.loss_dice": 0.9503286719322205, "decode.d8.loss_cls": 0.8298382461071014, "decode.d8.loss_mask": 0.7030476704239845, "decode.d8.loss_dice": 0.9585810244083405, "time": 0.5549765348434448, "memory": 7241, "step": 55250}
{"lr": 6.827260468357878e-06, "data_time": 0.009837651252746582, "grad_norm": 86.21505889892578, "loss": 31.456357526779176, "decode.loss_cls": 0.8324307948350906, "decode.loss_mask": 0.7878041103482246, "decode.loss_dice": 1.2608176678419114, "decode.d0.loss_cls": 2.5852858901023863, "decode.d0.loss_mask": 0.8052615135908127, "decode.d0.loss_dice": 1.4571294836699962, "decode.d1.loss_cls": 1.0126748822629452, "decode.d1.loss_mask": 0.7871834740042687, "decode.d1.loss_dice": 1.3814528807997704, "decode.d2.loss_cls": 0.9501529961824418, "decode.d2.loss_mask": 0.782763446867466, "decode.d2.loss_dice": 1.3129347831010818, "decode.d3.loss_cls": 0.9407562717795372, "decode.d3.loss_mask": 0.761510893702507, "decode.d3.loss_dice": 1.2775765344500543, "decode.d4.loss_cls": 0.8711844779551029, "decode.d4.loss_mask": 0.7761871472001076, "decode.d4.loss_dice": 1.2591767489910126, "decode.d5.loss_cls": 0.9030138902366162, "decode.d5.loss_mask": 0.7705286204814911, "decode.d5.loss_dice": 1.2622685894370078, "decode.d6.loss_cls": 0.830355754494667, "decode.d6.loss_mask": 0.7888212278485298, "decode.d6.loss_dice": 1.2611746117472649, "decode.d7.loss_cls": 0.8658275321125984, "decode.d7.loss_mask": 0.7900071039795875, "decode.d7.loss_dice": 1.2595852389931679, "decode.d8.loss_cls": 0.8403225362300872, "decode.d8.loss_mask": 0.7836728408932686, "decode.d8.loss_dice": 1.2584966480731965, "time": 0.5575255870819091, "memory": 7233, "step": 55300}
{"lr": 6.824326045643049e-06, "data_time": 0.009835052490234374, "grad_norm": 84.84462127685546, "loss": 26.026443767547608, "decode.loss_cls": 0.5599066987633705, "decode.loss_mask": 0.8217908084392548, "decode.loss_dice": 1.0524093687534333, "decode.d0.loss_cls": 1.8292512476444245, "decode.d0.loss_mask": 0.8805201500654221, "decode.d0.loss_dice": 1.172617644071579, "decode.d1.loss_cls": 0.7748263895511627, "decode.d1.loss_mask": 0.822576031088829, "decode.d1.loss_dice": 1.0895523309707642, "decode.d2.loss_cls": 0.5829069718718529, "decode.d2.loss_mask": 0.8279743134975434, "decode.d2.loss_dice": 1.0927828788757323, "decode.d3.loss_cls": 0.5318088844418526, "decode.d3.loss_mask": 0.8204524099826813, "decode.d3.loss_dice": 1.0925453364849091, "decode.d4.loss_cls": 0.5038579791784287, "decode.d4.loss_mask": 0.8093420892953873, "decode.d4.loss_dice": 1.0798627078533172, "decode.d5.loss_cls": 0.5700009807944297, "decode.d5.loss_mask": 0.8010163307189941, "decode.d5.loss_dice": 1.0244455635547638, "decode.d6.loss_cls": 0.6268218487501145, "decode.d6.loss_mask": 0.8077313542366028, "decode.d6.loss_dice": 1.045398437976837, "decode.d7.loss_cls": 0.5363695368170738, "decode.d7.loss_mask": 0.8094046026468277, "decode.d7.loss_dice": 1.053028655052185, "decode.d8.loss_cls": 0.5230476751923561, "decode.d8.loss_mask": 0.8190164804458618, "decode.d8.loss_dice": 1.0651779919862747, "time": 0.5301092863082886, "memory": 7213, "step": 55350}
{"lr": 6.82139148272311e-06, "data_time": 0.009637975692749023, "grad_norm": 100.34084701538086, "loss": 19.243010807037354, "decode.loss_cls": 0.47198299020528794, "decode.loss_mask": 0.5349017694592476, "decode.loss_dice": 0.7225905686616898, "decode.d0.loss_cls": 1.8919244527816772, "decode.d0.loss_mask": 0.5705951124429702, "decode.d0.loss_dice": 0.7919811829924583, "decode.d1.loss_cls": 0.53829026222229, "decode.d1.loss_mask": 0.5593324691057205, "decode.d1.loss_dice": 0.7718324333429336, "decode.d2.loss_cls": 0.5255686976015568, "decode.d2.loss_mask": 0.5455054432153702, "decode.d2.loss_dice": 0.7177929610013962, "decode.d3.loss_cls": 0.5466587968170643, "decode.d3.loss_mask": 0.5342014625668525, "decode.d3.loss_dice": 0.7091194212436676, "decode.d4.loss_cls": 0.519749304652214, "decode.d4.loss_mask": 0.5416452780365943, "decode.d4.loss_dice": 0.7216670960187912, "decode.d5.loss_cls": 0.48338736593723297, "decode.d5.loss_mask": 0.5524841129779816, "decode.d5.loss_dice": 0.7397390305995941, "decode.d6.loss_cls": 0.47359183728694915, "decode.d6.loss_mask": 0.550417447090149, "decode.d6.loss_dice": 0.7261135935783386, "decode.d7.loss_cls": 0.4744521252810955, "decode.d7.loss_mask": 0.5529294401407242, "decode.d7.loss_dice": 0.7385756492614746, "decode.d8.loss_cls": 0.4610688552260399, "decode.d8.loss_mask": 0.5359507665038109, "decode.d8.loss_dice": 0.7389613628387451, "time": 0.5295850992202759, "memory": 7198, "step": 55400}
{"lr": 6.818456779524338e-06, "data_time": 0.009759950637817382, "grad_norm": 84.6821907043457, "loss": 29.175528240203857, "decode.loss_cls": 0.831427875161171, "decode.loss_mask": 0.73989697098732, "decode.loss_dice": 1.1391888499259948, "decode.d0.loss_cls": 2.3794835567474366, "decode.d0.loss_mask": 0.7843582302331924, "decode.d0.loss_dice": 1.326226580142975, "decode.d1.loss_cls": 1.0082752794027328, "decode.d1.loss_mask": 0.7524035334587097, "decode.d1.loss_dice": 1.1816413760185243, "decode.d2.loss_cls": 0.8973676413297653, "decode.d2.loss_mask": 0.7268333673477173, "decode.d2.loss_dice": 1.1707390606403352, "decode.d3.loss_cls": 0.8458599731326103, "decode.d3.loss_mask": 0.7619232565164566, "decode.d3.loss_dice": 1.1288239717483521, "decode.d4.loss_cls": 0.835829210281372, "decode.d4.loss_mask": 0.749125275015831, "decode.d4.loss_dice": 1.1230135083198547, "decode.d5.loss_cls": 0.8403817042708397, "decode.d5.loss_mask": 0.7380895882844924, "decode.d5.loss_dice": 1.1076926440000534, "decode.d6.loss_cls": 0.825664633512497, "decode.d6.loss_mask": 0.7346247673034668, "decode.d6.loss_dice": 1.115571415424347, "decode.d7.loss_cls": 0.8282923758029938, "decode.d7.loss_mask": 0.7502657473087311, "decode.d7.loss_dice": 1.1276157438755035, "decode.d8.loss_cls": 0.8214822977781295, "decode.d8.loss_mask": 0.7565006911754608, "decode.d8.loss_dice": 1.146929281949997, "time": 0.531842041015625, "memory": 7245, "step": 55450}
{"lr": 6.8155219359729375e-06, "data_time": 0.009899020195007324, "grad_norm": 100.0346809387207, "loss": 25.89293737411499, "decode.loss_cls": 0.582174963504076, "decode.loss_mask": 0.6729484319686889, "decode.loss_dice": 1.0171371400356293, "decode.d0.loss_cls": 2.598118245601654, "decode.d0.loss_mask": 0.7270598232746124, "decode.d0.loss_dice": 1.2407386243343352, "decode.d1.loss_cls": 0.7950750663876534, "decode.d1.loss_mask": 0.7193281084299088, "decode.d1.loss_dice": 1.1565125659108162, "decode.d2.loss_cls": 0.7016342729330063, "decode.d2.loss_mask": 0.688670602440834, "decode.d2.loss_dice": 1.09094497859478, "decode.d3.loss_cls": 0.6758352272212506, "decode.d3.loss_mask": 0.6816309481859207, "decode.d3.loss_dice": 1.0330097287893296, "decode.d4.loss_cls": 0.6362351343035698, "decode.d4.loss_mask": 0.6672200500965119, "decode.d4.loss_dice": 1.0348385185003282, "decode.d5.loss_cls": 0.5790471285581589, "decode.d5.loss_mask": 0.6798436671495438, "decode.d5.loss_dice": 1.0513037621974946, "decode.d6.loss_cls": 0.5722866170108318, "decode.d6.loss_mask": 0.6660054326057434, "decode.d6.loss_dice": 1.0400499910116197, "decode.d7.loss_cls": 0.5667538024485111, "decode.d7.loss_mask": 0.6762064546346664, "decode.d7.loss_dice": 1.0324050351977347, "decode.d8.loss_cls": 0.5897512964904308, "decode.d8.loss_mask": 0.6880221784114837, "decode.d8.loss_dice": 1.0321501404047013, "time": 0.5313136577606201, "memory": 7254, "step": 55500}
{"lr": 6.812586951995039e-06, "data_time": 0.009848976135253906, "grad_norm": 94.1436653137207, "loss": 27.616432762145998, "decode.loss_cls": 0.6398543983697891, "decode.loss_mask": 0.6918167635798455, "decode.loss_dice": 1.1026206389069557, "decode.d0.loss_cls": 2.2517489194869995, "decode.d0.loss_mask": 0.8127093732357025, "decode.d0.loss_dice": 1.3399649649858474, "decode.d1.loss_cls": 0.8370994910597801, "decode.d1.loss_mask": 0.735532134771347, "decode.d1.loss_dice": 1.2100719138979912, "decode.d2.loss_cls": 0.7635590493679046, "decode.d2.loss_mask": 0.7134979873895645, "decode.d2.loss_dice": 1.175166879594326, "decode.d3.loss_cls": 0.7128972604870796, "decode.d3.loss_mask": 0.7316040158271789, "decode.d3.loss_dice": 1.154550439119339, "decode.d4.loss_cls": 0.7121602803468704, "decode.d4.loss_mask": 0.7210336104035378, "decode.d4.loss_dice": 1.1554705202579498, "decode.d5.loss_cls": 0.7158439345657825, "decode.d5.loss_mask": 0.7298207014799118, "decode.d5.loss_dice": 1.1612617805600167, "decode.d6.loss_cls": 0.6700899243354798, "decode.d6.loss_mask": 0.7366092130541801, "decode.d6.loss_dice": 1.1279647409915925, "decode.d7.loss_cls": 0.6729321576654911, "decode.d7.loss_mask": 0.7099104672670364, "decode.d7.loss_dice": 1.0986461400985719, "decode.d8.loss_cls": 0.68315514549613, "decode.d8.loss_mask": 0.7304979130625725, "decode.d8.loss_dice": 1.1183422312140465, "time": 0.5300652980804443, "memory": 7223, "step": 55550}
{"lr": 6.809651827516695e-06, "data_time": 0.009684014320373534, "grad_norm": 82.16510963439941, "loss": 26.74176368713379, "decode.loss_cls": 0.7473807960748673, "decode.loss_mask": 0.5209825694561004, "decode.loss_dice": 1.0843391358852386, "decode.d0.loss_cls": 2.6794130206108093, "decode.d0.loss_mask": 0.6056785851716995, "decode.d0.loss_dice": 1.4126617908477783, "decode.d1.loss_cls": 0.970380100607872, "decode.d1.loss_mask": 0.5431434988975525, "decode.d1.loss_dice": 1.2371159106492997, "decode.d2.loss_cls": 0.8573687553405762, "decode.d2.loss_mask": 0.5400826781988144, "decode.d2.loss_dice": 1.1873161256313325, "decode.d3.loss_cls": 0.8026234745979309, "decode.d3.loss_mask": 0.5339074432849884, "decode.d3.loss_dice": 1.122047445178032, "decode.d4.loss_cls": 0.7655751585960389, "decode.d4.loss_mask": 0.5324286758899689, "decode.d4.loss_dice": 1.1278533637523651, "decode.d5.loss_cls": 0.7340573534369469, "decode.d5.loss_mask": 0.5307084351778031, "decode.d5.loss_dice": 1.1231865257024765, "decode.d6.loss_cls": 0.7860741525888443, "decode.d6.loss_mask": 0.5283880531787872, "decode.d6.loss_dice": 1.0823264330625535, "decode.d7.loss_cls": 0.7541407585144043, "decode.d7.loss_mask": 0.510363245010376, "decode.d7.loss_dice": 1.062976175546646, "decode.d8.loss_cls": 0.7721806168556213, "decode.d8.loss_mask": 0.5130404204130172, "decode.d8.loss_dice": 1.0740232080221177, "time": 0.554704236984253, "memory": 7271, "step": 55600}
{"lr": 6.806716562463879e-06, "data_time": 0.009801387786865234, "grad_norm": 87.10885238647461, "loss": 28.010638332366945, "decode.loss_cls": 0.705615995824337, "decode.loss_mask": 0.8089372113347053, "decode.loss_dice": 1.037781896442175, "decode.d0.loss_cls": 2.3652669548988343, "decode.d0.loss_mask": 0.785582435131073, "decode.d0.loss_dice": 1.164890144765377, "decode.d1.loss_cls": 0.8855563461780548, "decode.d1.loss_mask": 0.7906265184283257, "decode.d1.loss_dice": 1.1988214693963528, "decode.d2.loss_cls": 0.8758112341165543, "decode.d2.loss_mask": 0.7995557829737663, "decode.d2.loss_dice": 1.1031186759471894, "decode.d3.loss_cls": 0.8146606311202049, "decode.d3.loss_mask": 0.7554002851247787, "decode.d3.loss_dice": 1.0458717569708824, "decode.d4.loss_cls": 0.8183114349842071, "decode.d4.loss_mask": 0.7613093569874764, "decode.d4.loss_dice": 1.0418658971786499, "decode.d5.loss_cls": 0.7053463384509087, "decode.d5.loss_mask": 0.7801526546478271, "decode.d5.loss_dice": 1.04764663875103, "decode.d6.loss_cls": 0.7388385891914367, "decode.d6.loss_mask": 0.7888616129755974, "decode.d6.loss_dice": 1.0331858351826668, "decode.d7.loss_cls": 0.773248766362667, "decode.d7.loss_mask": 0.7830077201128006, "decode.d7.loss_dice": 1.0780679918825626, "decode.d8.loss_cls": 0.6765306338667869, "decode.d8.loss_mask": 0.8254507452249527, "decode.d8.loss_dice": 1.0213156521320343, "time": 0.5313676357269287, "memory": 7204, "step": 55650}
{"lr": 6.803781156762499e-06, "data_time": 0.009613299369812011, "grad_norm": 95.86464920043946, "loss": 30.49562301635742, "decode.loss_cls": 0.7686674922704697, "decode.loss_mask": 0.867954334616661, "decode.loss_dice": 1.2046014428138734, "decode.d0.loss_cls": 2.14882116317749, "decode.d0.loss_mask": 0.9481202393770218, "decode.d0.loss_dice": 1.3372504144906998, "decode.d1.loss_cls": 0.8624980032444001, "decode.d1.loss_mask": 0.9555529743432999, "decode.d1.loss_dice": 1.3050183176994323, "decode.d2.loss_cls": 0.7785245388746261, "decode.d2.loss_mask": 0.9095772475004196, "decode.d2.loss_dice": 1.2297929540276527, "decode.d3.loss_cls": 0.7933823823928833, "decode.d3.loss_mask": 0.8626066416501998, "decode.d3.loss_dice": 1.2170186072587967, "decode.d4.loss_cls": 0.7698256358504295, "decode.d4.loss_mask": 0.8769569605588913, "decode.d4.loss_dice": 1.21007429510355, "decode.d5.loss_cls": 0.7430605545639992, "decode.d5.loss_mask": 0.8806460499763489, "decode.d5.loss_dice": 1.2221374690532685, "decode.d6.loss_cls": 0.8061228364706039, "decode.d6.loss_mask": 0.8678285777568817, "decode.d6.loss_dice": 1.2221787929534913, "decode.d7.loss_cls": 0.794206765294075, "decode.d7.loss_mask": 0.8671346873044967, "decode.d7.loss_dice": 1.1882200837135315, "decode.d8.loss_cls": 0.8026816323399544, "decode.d8.loss_mask": 0.8691731929779053, "decode.d8.loss_dice": 1.185987502336502, "time": 0.5304060459136963, "memory": 7260, "step": 55700}
{"lr": 6.80084561033839e-06, "data_time": 0.009999775886535644, "grad_norm": 84.64736862182617, "loss": 28.380272102355956, "decode.loss_cls": 0.658578222990036, "decode.loss_mask": 0.8129710793495178, "decode.loss_dice": 1.1239120960235596, "decode.d0.loss_cls": 1.9690678715705872, "decode.d0.loss_mask": 0.9627165734767914, "decode.d0.loss_dice": 1.3126788079738616, "decode.d1.loss_cls": 0.7839843153953552, "decode.d1.loss_mask": 0.8750798344612122, "decode.d1.loss_dice": 1.20003844499588, "decode.d2.loss_cls": 0.7288608133792878, "decode.d2.loss_mask": 0.8267090231180191, "decode.d2.loss_dice": 1.1909135103225708, "decode.d3.loss_cls": 0.6355344451963901, "decode.d3.loss_mask": 0.8463391780853271, "decode.d3.loss_dice": 1.1763716101646424, "decode.d4.loss_cls": 0.6760708875954151, "decode.d4.loss_mask": 0.8567489475011826, "decode.d4.loss_dice": 1.188026535511017, "decode.d5.loss_cls": 0.6430804967880249, "decode.d5.loss_mask": 0.8509867876768112, "decode.d5.loss_dice": 1.1799443185329437, "decode.d6.loss_cls": 0.6032753773033619, "decode.d6.loss_mask": 0.8470527231693268, "decode.d6.loss_dice": 1.1902511477470399, "decode.d7.loss_cls": 0.6155675031244755, "decode.d7.loss_mask": 0.8482760548591614, "decode.d7.loss_dice": 1.1646434843540192, "decode.d8.loss_cls": 0.6159726046025753, "decode.d8.loss_mask": 0.8308176875114441, "decode.d8.loss_dice": 1.1658016324043274, "time": 0.5282370090484619, "memory": 7277, "step": 55750}
{"lr": 6.7979099231173e-06, "data_time": 0.00953817367553711, "grad_norm": 115.31020126342773, "loss": 22.22301378250122, "decode.loss_cls": 0.6873144239187241, "decode.loss_mask": 0.5853550255298614, "decode.loss_dice": 0.743583282828331, "decode.d0.loss_cls": 2.017729341983795, "decode.d0.loss_mask": 0.6795367568731308, "decode.d0.loss_dice": 0.9066938161849976, "decode.d1.loss_cls": 0.8332914687693119, "decode.d1.loss_mask": 0.6501753121614456, "decode.d1.loss_dice": 0.7838227391242981, "decode.d2.loss_cls": 0.7229439593851567, "decode.d2.loss_mask": 0.6043450862169266, "decode.d2.loss_dice": 0.7831289857625962, "decode.d3.loss_cls": 0.7155367530882358, "decode.d3.loss_mask": 0.6014131665229797, "decode.d3.loss_dice": 0.7641849011182785, "decode.d4.loss_cls": 0.7157535038888454, "decode.d4.loss_mask": 0.5868058890104294, "decode.d4.loss_dice": 0.767897692322731, "decode.d5.loss_cls": 0.655107481777668, "decode.d5.loss_mask": 0.5915721088647843, "decode.d5.loss_dice": 0.7449331790208816, "decode.d6.loss_cls": 0.6846495695412159, "decode.d6.loss_mask": 0.5957979708909988, "decode.d6.loss_dice": 0.7345566660165787, "decode.d7.loss_cls": 0.705118341743946, "decode.d7.loss_mask": 0.5895957797765732, "decode.d7.loss_dice": 0.7358090281486511, "decode.d8.loss_cls": 0.6778870925307274, "decode.d8.loss_mask": 0.5923361912369728, "decode.d8.loss_dice": 0.766137957572937, "time": 0.5296443939208985, "memory": 7195, "step": 55800}
{"lr": 6.794974095024921e-06, "data_time": 0.00959000587463379, "grad_norm": 93.88020172119141, "loss": 23.70640363693237, "decode.loss_cls": 0.6060699351131916, "decode.loss_mask": 0.647434401512146, "decode.loss_dice": 0.9382281184196473, "decode.d0.loss_cls": 1.924482810497284, "decode.d0.loss_mask": 0.7096902668476105, "decode.d0.loss_dice": 1.070315909385681, "decode.d1.loss_cls": 0.6208084538578987, "decode.d1.loss_mask": 0.6980260521173477, "decode.d1.loss_dice": 1.0096269816160202, "decode.d2.loss_cls": 0.6483902767300606, "decode.d2.loss_mask": 0.6872534453868866, "decode.d2.loss_dice": 0.9637961536645889, "decode.d3.loss_cls": 0.580398429185152, "decode.d3.loss_mask": 0.6543362557888031, "decode.d3.loss_dice": 0.9518479615449905, "decode.d4.loss_cls": 0.5996703557670117, "decode.d4.loss_mask": 0.6677213311195374, "decode.d4.loss_dice": 0.9627840697765351, "decode.d5.loss_cls": 0.5428385578095913, "decode.d5.loss_mask": 0.6539563596248626, "decode.d5.loss_dice": 0.9770924329757691, "decode.d6.loss_cls": 0.5973165437579155, "decode.d6.loss_mask": 0.652281379699707, "decode.d6.loss_dice": 0.9314689368009568, "decode.d7.loss_cls": 0.6531266316771507, "decode.d7.loss_mask": 0.6411328375339508, "decode.d7.loss_dice": 0.9390487343072891, "decode.d8.loss_cls": 0.6055958725512027, "decode.d8.loss_mask": 0.6448346525430679, "decode.d8.loss_dice": 0.9268292963504792, "time": 0.5558071613311768, "memory": 7234, "step": 55850}
{"lr": 6.792038125986853e-06, "data_time": 0.009445834159851074, "grad_norm": 78.23947410583496, "loss": 26.55974426269531, "decode.loss_cls": 0.5782796308398247, "decode.loss_mask": 0.7713873326778412, "decode.loss_dice": 1.0528146982192994, "decode.d0.loss_cls": 2.4253856897354127, "decode.d0.loss_mask": 0.7885604500770569, "decode.d0.loss_dice": 1.1341281056404113, "decode.d1.loss_cls": 0.8249404072761536, "decode.d1.loss_mask": 0.7676962912082672, "decode.d1.loss_dice": 1.1106804966926576, "decode.d2.loss_cls": 0.70382139980793, "decode.d2.loss_mask": 0.7773689597845077, "decode.d2.loss_dice": 1.0713549315929414, "decode.d3.loss_cls": 0.619920089840889, "decode.d3.loss_mask": 0.7845152169466019, "decode.d3.loss_dice": 1.071712952852249, "decode.d4.loss_cls": 0.5875477492809296, "decode.d4.loss_mask": 0.7810436874628067, "decode.d4.loss_dice": 1.0608350098133088, "decode.d5.loss_cls": 0.5789095878601074, "decode.d5.loss_mask": 0.7759127944707871, "decode.d5.loss_dice": 1.0759385466575622, "decode.d6.loss_cls": 0.5882144555449486, "decode.d6.loss_mask": 0.7609439730644226, "decode.d6.loss_dice": 1.0363052368164063, "decode.d7.loss_cls": 0.6099279671907425, "decode.d7.loss_mask": 0.7606500715017319, "decode.d7.loss_dice": 1.036809015274048, "decode.d8.loss_cls": 0.5918147191405296, "decode.d8.loss_mask": 0.7685747861862182, "decode.d8.loss_dice": 1.063750821352005, "time": 0.5567528009414673, "memory": 7242, "step": 55900}
{"lr": 6.7891020159286295e-06, "data_time": 0.009591341018676758, "grad_norm": 81.03115615844726, "loss": 22.2500958442688, "decode.loss_cls": 0.5093794330954552, "decode.loss_mask": 0.5720608085393906, "decode.loss_dice": 0.9506061464548111, "decode.d0.loss_cls": 1.9978428602218627, "decode.d0.loss_mask": 0.5870673671364784, "decode.d0.loss_dice": 1.0187017321586609, "decode.d1.loss_cls": 0.5946842722594738, "decode.d1.loss_mask": 0.5848136842250824, "decode.d1.loss_dice": 1.0332221508026123, "decode.d2.loss_cls": 0.6198881559073925, "decode.d2.loss_mask": 0.5458656549453735, "decode.d2.loss_dice": 0.9287787556648255, "decode.d3.loss_cls": 0.5578739367425442, "decode.d3.loss_mask": 0.5587751477956772, "decode.d3.loss_dice": 0.9473770201206207, "decode.d4.loss_cls": 0.5757945805788041, "decode.d4.loss_mask": 0.5672546237707138, "decode.d4.loss_dice": 0.9552358329296112, "decode.d5.loss_cls": 0.4927243798971176, "decode.d5.loss_mask": 0.5652695149183273, "decode.d5.loss_dice": 0.9425503581762313, "decode.d6.loss_cls": 0.5249130167067051, "decode.d6.loss_mask": 0.5765716075897217, "decode.d6.loss_dice": 0.9439831405878067, "decode.d7.loss_cls": 0.4953474663197994, "decode.d7.loss_mask": 0.5684084683656693, "decode.d7.loss_dice": 0.9310602843761444, "decode.d8.loss_cls": 0.5893551908433438, "decode.d8.loss_mask": 0.5687199085950851, "decode.d8.loss_dice": 0.9459700644016266, "time": 0.5305530548095703, "memory": 7277, "step": 55950}
{"lr": 6.786165764775711e-06, "data_time": 0.009461665153503418, "grad_norm": 78.54531135559083, "loss": 28.017484283447267, "decode.loss_cls": 0.8444479495286942, "decode.loss_mask": 0.5205922797322273, "decode.loss_dice": 1.2047651946544646, "decode.d0.loss_cls": 2.2882479310035704, "decode.d0.loss_mask": 0.5562891632318496, "decode.d0.loss_dice": 1.447131410241127, "decode.d1.loss_cls": 1.0877063691616058, "decode.d1.loss_mask": 0.5242871031165123, "decode.d1.loss_dice": 1.2856096655130387, "decode.d2.loss_cls": 0.9757933557033539, "decode.d2.loss_mask": 0.5110656976699829, "decode.d2.loss_dice": 1.2577514484524728, "decode.d3.loss_cls": 0.8358620554208755, "decode.d3.loss_mask": 0.5066171862185002, "decode.d3.loss_dice": 1.2344178512692452, "decode.d4.loss_cls": 0.810919925570488, "decode.d4.loss_mask": 0.513796652853489, "decode.d4.loss_dice": 1.256376224756241, "decode.d5.loss_cls": 0.8566201478242874, "decode.d5.loss_mask": 0.503533098846674, "decode.d5.loss_dice": 1.2540664702653885, "decode.d6.loss_cls": 0.8672419011592865, "decode.d6.loss_mask": 0.5140346258878707, "decode.d6.loss_dice": 1.240670183300972, "decode.d7.loss_cls": 0.805365327000618, "decode.d7.loss_mask": 0.5077616304159165, "decode.d7.loss_dice": 1.208277776837349, "decode.d8.loss_cls": 0.8316193491220474, "decode.d8.loss_mask": 0.5221401035785675, "decode.d8.loss_dice": 1.2444766849279403, "time": 0.5318605661392212, "memory": 7216, "step": 56000}
{"lr": 6.783229372453464e-06, "data_time": 0.00951371192932129, "grad_norm": 98.9161148071289, "loss": 25.11213264465332, "decode.loss_cls": 0.8228347957134247, "decode.loss_mask": 0.5938841938972473, "decode.loss_dice": 0.8672646164894104, "decode.d0.loss_cls": 2.5858624458312987, "decode.d0.loss_mask": 0.6545776799321175, "decode.d0.loss_dice": 1.0263167709112166, "decode.d1.loss_cls": 1.0312657564878465, "decode.d1.loss_mask": 0.6205906867980957, "decode.d1.loss_dice": 0.9540878534317017, "decode.d2.loss_cls": 0.8717505961656571, "decode.d2.loss_mask": 0.5861433036625385, "decode.d2.loss_dice": 0.8898110568523407, "decode.d3.loss_cls": 0.8507909446954727, "decode.d3.loss_mask": 0.5850361198186874, "decode.d3.loss_dice": 0.8898742973804474, "decode.d4.loss_cls": 0.8148026093840599, "decode.d4.loss_mask": 0.5800726696848869, "decode.d4.loss_dice": 0.8539521232247352, "decode.d5.loss_cls": 0.7685497999191284, "decode.d5.loss_mask": 0.5921489208936691, "decode.d5.loss_dice": 0.863767284154892, "decode.d6.loss_cls": 0.839121651649475, "decode.d6.loss_mask": 0.5857979141175746, "decode.d6.loss_dice": 0.8544793397188186, "decode.d7.loss_cls": 0.8156683698296547, "decode.d7.loss_mask": 0.5917070068418979, "decode.d7.loss_dice": 0.8621914863586426, "decode.d8.loss_cls": 0.8189094126224518, "decode.d8.loss_mask": 0.5918362326920033, "decode.d8.loss_dice": 0.849035769701004, "time": 0.5305753469467163, "memory": 7198, "step": 56050}
{"lr": 6.780292838887208e-06, "data_time": 0.009231996536254884, "grad_norm": 85.03330612182617, "loss": 19.491073989868163, "decode.loss_cls": 0.48911248445510863, "decode.loss_mask": 0.5333403378725052, "decode.loss_dice": 0.704971906542778, "decode.d0.loss_cls": 2.0521484375, "decode.d0.loss_mask": 0.5219120353460311, "decode.d0.loss_dice": 0.8220270603895188, "decode.d1.loss_cls": 0.5795753479003907, "decode.d1.loss_mask": 0.5509009033441543, "decode.d1.loss_dice": 0.7757981032133102, "decode.d2.loss_cls": 0.598911564052105, "decode.d2.loss_mask": 0.5291627734899521, "decode.d2.loss_dice": 0.7441048830747604, "decode.d3.loss_cls": 0.5887842424213886, "decode.d3.loss_mask": 0.5275952965021133, "decode.d3.loss_dice": 0.6882625997066498, "decode.d4.loss_cls": 0.5736479375511407, "decode.d4.loss_mask": 0.529652652144432, "decode.d4.loss_dice": 0.6817978709936142, "decode.d5.loss_cls": 0.5330773092806339, "decode.d5.loss_mask": 0.5464738547801972, "decode.d5.loss_dice": 0.6958376407623291, "decode.d6.loss_cls": 0.5246113784611225, "decode.d6.loss_mask": 0.5356944322586059, "decode.d6.loss_dice": 0.6981195509433746, "decode.d7.loss_cls": 0.5301546901464462, "decode.d7.loss_mask": 0.5256124764680863, "decode.d7.loss_dice": 0.6739723533391953, "decode.d8.loss_cls": 0.5174942508339881, "decode.d8.loss_mask": 0.5345210343599319, "decode.d8.loss_dice": 0.6837983131408691, "time": 0.5550405025482178, "memory": 7220, "step": 56100}
{"lr": 6.777356164002163e-06, "data_time": 0.009389448165893554, "grad_norm": 87.25596733093262, "loss": 29.05019054412842, "decode.loss_cls": 0.6044236287474632, "decode.loss_mask": 0.8066985011100769, "decode.loss_dice": 1.2036258459091187, "decode.d0.loss_cls": 2.1931753158569336, "decode.d0.loss_mask": 0.884672349691391, "decode.d0.loss_dice": 1.4051640033721924, "decode.d1.loss_cls": 0.7801934719085694, "decode.d1.loss_mask": 0.8589545875787735, "decode.d1.loss_dice": 1.3126985728740692, "decode.d2.loss_cls": 0.6565627664327621, "decode.d2.loss_mask": 0.8456638664007187, "decode.d2.loss_dice": 1.2818468153476714, "decode.d3.loss_cls": 0.6875261694192887, "decode.d3.loss_mask": 0.8397901207208633, "decode.d3.loss_dice": 1.2290310382843017, "decode.d4.loss_cls": 0.6872286111116409, "decode.d4.loss_mask": 0.8419409453868866, "decode.d4.loss_dice": 1.249291479587555, "decode.d5.loss_cls": 0.6985066264867783, "decode.d5.loss_mask": 0.8116284877061843, "decode.d5.loss_dice": 1.2202584147453308, "decode.d6.loss_cls": 0.6588248193264008, "decode.d6.loss_mask": 0.8198098927736283, "decode.d6.loss_dice": 1.2185863077640533, "decode.d7.loss_cls": 0.5997856661677361, "decode.d7.loss_mask": 0.825844892859459, "decode.d7.loss_dice": 1.219272404909134, "decode.d8.loss_cls": 0.5818256005644799, "decode.d8.loss_mask": 0.816908323764801, "decode.d8.loss_dice": 1.2104514956474304, "time": 0.5552647590637207, "memory": 7277, "step": 56150}
{"lr": 6.77441934772349e-06, "data_time": 0.009331822395324707, "grad_norm": 91.43565673828125, "loss": 22.551877784729005, "decode.loss_cls": 0.6134892389178276, "decode.loss_mask": 0.5415636956691742, "decode.loss_dice": 0.8921928688883781, "decode.d0.loss_cls": 2.115631675720215, "decode.d0.loss_mask": 0.6044891729950905, "decode.d0.loss_dice": 1.0326961040496827, "decode.d1.loss_cls": 0.6828151300549508, "decode.d1.loss_mask": 0.5699365079402924, "decode.d1.loss_dice": 0.9770371973514557, "decode.d2.loss_cls": 0.614274588227272, "decode.d2.loss_mask": 0.5661016136407853, "decode.d2.loss_dice": 0.9276575416326522, "decode.d3.loss_cls": 0.612302589416504, "decode.d3.loss_mask": 0.5479559540748596, "decode.d3.loss_dice": 0.9320503681898117, "decode.d4.loss_cls": 0.6408242344856262, "decode.d4.loss_mask": 0.5260067075490952, "decode.d4.loss_dice": 0.8862488597631455, "decode.d5.loss_cls": 0.6148415774106979, "decode.d5.loss_mask": 0.5485054671764373, "decode.d5.loss_dice": 0.9142182245850563, "decode.d6.loss_cls": 0.6121282532811165, "decode.d6.loss_mask": 0.5439099252223969, "decode.d6.loss_dice": 0.9003150880336761, "decode.d7.loss_cls": 0.6051730245351792, "decode.d7.loss_mask": 0.5540112003684043, "decode.d7.loss_dice": 0.8996690019965172, "decode.d8.loss_cls": 0.619686670601368, "decode.d8.loss_mask": 0.5497352451086044, "decode.d8.loss_dice": 0.9064095765352249, "time": 0.529988431930542, "memory": 7223, "step": 56200}
{"lr": 6.771482389976263e-06, "data_time": 0.009522962570190429, "grad_norm": 81.84672622680664, "loss": 20.57314291000366, "decode.loss_cls": 0.5538070350885391, "decode.loss_mask": 0.5649218201637268, "decode.loss_dice": 0.7108798488974571, "decode.d0.loss_cls": 1.9040215492248536, "decode.d0.loss_mask": 0.6299324214458466, "decode.d0.loss_dice": 0.9032950282096863, "decode.d1.loss_cls": 0.7376822307705879, "decode.d1.loss_mask": 0.5732690632343292, "decode.d1.loss_dice": 0.803622129559517, "decode.d2.loss_cls": 0.5984086871147156, "decode.d2.loss_mask": 0.5803013786673545, "decode.d2.loss_dice": 0.7464461833238601, "decode.d3.loss_cls": 0.6445073939859867, "decode.d3.loss_mask": 0.575328704714775, "decode.d3.loss_dice": 0.7264003336429596, "decode.d4.loss_cls": 0.6008784003555775, "decode.d4.loss_mask": 0.5606655895709991, "decode.d4.loss_dice": 0.7265146568417549, "decode.d5.loss_cls": 0.5923343852162362, "decode.d5.loss_mask": 0.5634951829910279, "decode.d5.loss_dice": 0.7190590396523475, "decode.d6.loss_cls": 0.5803564310073852, "decode.d6.loss_mask": 0.5629063814878463, "decode.d6.loss_dice": 0.7327937692403793, "decode.d7.loss_cls": 0.5879865661263466, "decode.d7.loss_mask": 0.5588688284158707, "decode.d7.loss_dice": 0.7171063229441643, "decode.d8.loss_cls": 0.5377565264701843, "decode.d8.loss_mask": 0.5643364459276199, "decode.d8.loss_dice": 0.7152608841657638, "time": 0.5301943778991699, "memory": 7225, "step": 56250}
{"lr": 6.768545290685491e-06, "data_time": 0.009258460998535157, "grad_norm": 89.89004745483399, "loss": 28.260262966156006, "decode.loss_cls": 0.7505637764930725, "decode.loss_mask": 0.5909873068332672, "decode.loss_dice": 1.1945363253355026, "decode.d0.loss_cls": 2.409028398990631, "decode.d0.loss_mask": 0.703493881225586, "decode.d0.loss_dice": 1.4590159207582474, "decode.d1.loss_cls": 0.9005239367485046, "decode.d1.loss_mask": 0.650193989276886, "decode.d1.loss_dice": 1.3394219011068345, "decode.d2.loss_cls": 0.8754727005958557, "decode.d2.loss_mask": 0.582049036026001, "decode.d2.loss_dice": 1.2715098291635514, "decode.d3.loss_cls": 0.7969492554664612, "decode.d3.loss_mask": 0.5918895363807678, "decode.d3.loss_dice": 1.2606621652841568, "decode.d4.loss_cls": 0.7919133365154266, "decode.d4.loss_mask": 0.5935233265161515, "decode.d4.loss_dice": 1.272126504778862, "decode.d5.loss_cls": 0.7190314322710037, "decode.d5.loss_mask": 0.599003255367279, "decode.d5.loss_dice": 1.2534381091594695, "decode.d6.loss_cls": 0.7101638823747635, "decode.d6.loss_mask": 0.5991388916969299, "decode.d6.loss_dice": 1.2325906246900558, "decode.d7.loss_cls": 0.7131191313266754, "decode.d7.loss_mask": 0.5916035413742066, "decode.d7.loss_dice": 1.24348686337471, "decode.d8.loss_cls": 0.7092178344726563, "decode.d8.loss_mask": 0.6246731817722321, "decode.d8.loss_dice": 1.2309346735477447, "time": 0.5299534797668457, "memory": 7255, "step": 56300}
{"lr": 6.765608049776091e-06, "data_time": 0.009637880325317382, "grad_norm": 89.16160430908204, "loss": 23.388468265533447, "decode.loss_cls": 0.4725149616599083, "decode.loss_mask": 0.6191785991191864, "decode.loss_dice": 0.9871733784675598, "decode.d0.loss_cls": 2.019151139259338, "decode.d0.loss_mask": 0.7147212326526642, "decode.d0.loss_dice": 1.249829316139221, "decode.d1.loss_cls": 0.5874004483222961, "decode.d1.loss_mask": 0.6641079723834992, "decode.d1.loss_dice": 1.1314725279808044, "decode.d2.loss_cls": 0.4957850486040115, "decode.d2.loss_mask": 0.6361788243055344, "decode.d2.loss_dice": 1.1112192034721375, "decode.d3.loss_cls": 0.5066541358828545, "decode.d3.loss_mask": 0.6252893179655075, "decode.d3.loss_dice": 1.023721843957901, "decode.d4.loss_cls": 0.5134749740362168, "decode.d4.loss_mask": 0.6199424892663956, "decode.d4.loss_dice": 1.020956528186798, "decode.d5.loss_cls": 0.498461951315403, "decode.d5.loss_mask": 0.6222977370023728, "decode.d5.loss_dice": 1.0123957633972167, "decode.d6.loss_cls": 0.5052078604698181, "decode.d6.loss_mask": 0.6183696895837784, "decode.d6.loss_dice": 0.9996459782123566, "decode.d7.loss_cls": 0.49133284091949464, "decode.d7.loss_mask": 0.6103599905967713, "decode.d7.loss_dice": 0.9775971829891205, "decode.d8.loss_cls": 0.45162858814001083, "decode.d8.loss_mask": 0.6199563056230545, "decode.d8.loss_dice": 0.9824421226978302, "time": 0.5291089296340943, "memory": 7243, "step": 56350}
{"lr": 6.76267066717292e-06, "data_time": 0.009161114692687988, "grad_norm": 87.25952453613282, "loss": 23.948292636871336, "decode.loss_cls": 0.7175546199083328, "decode.loss_mask": 0.5923160776495934, "decode.loss_dice": 0.8489245265722275, "decode.d0.loss_cls": 2.110855835676193, "decode.d0.loss_mask": 0.7264195024967194, "decode.d0.loss_dice": 1.0505788415670394, "decode.d1.loss_cls": 0.8897651880979538, "decode.d1.loss_mask": 0.6413828879594803, "decode.d1.loss_dice": 0.9502234295010566, "decode.d2.loss_cls": 0.7991605490446091, "decode.d2.loss_mask": 0.6237645864486694, "decode.d2.loss_dice": 0.9217610955238342, "decode.d3.loss_cls": 0.7324962005019188, "decode.d3.loss_mask": 0.5969461530447007, "decode.d3.loss_dice": 0.8814809083938598, "decode.d4.loss_cls": 0.7292326301336288, "decode.d4.loss_mask": 0.5918499797582626, "decode.d4.loss_dice": 0.886089700460434, "decode.d5.loss_cls": 0.7125435456633568, "decode.d5.loss_mask": 0.5948342904448509, "decode.d5.loss_dice": 0.8695581167936325, "decode.d6.loss_cls": 0.6663013726472855, "decode.d6.loss_mask": 0.6199258178472519, "decode.d6.loss_dice": 0.8570024982094765, "decode.d7.loss_cls": 0.6433435618877411, "decode.d7.loss_mask": 0.6232724502682686, "decode.d7.loss_dice": 0.8689915239810944, "decode.d8.loss_cls": 0.7351543590426445, "decode.d8.loss_mask": 0.606498159468174, "decode.d8.loss_dice": 0.8600647717714309, "time": 0.5550906419754028, "memory": 7201, "step": 56400}
{"lr": 6.759733142800755e-06, "data_time": 0.009243083000183106, "grad_norm": 80.79485549926758, "loss": 30.530814456939698, "decode.loss_cls": 0.823077741265297, "decode.loss_mask": 0.7502718538045883, "decode.loss_dice": 1.2445015370845796, "decode.d0.loss_cls": 2.1006974816322326, "decode.d0.loss_mask": 0.9031121164560318, "decode.d0.loss_dice": 1.4932892858982085, "decode.d1.loss_cls": 1.0618547588586806, "decode.d1.loss_mask": 0.80163554251194, "decode.d1.loss_dice": 1.4161004453897477, "decode.d2.loss_cls": 0.9568324118852616, "decode.d2.loss_mask": 0.8077175468206406, "decode.d2.loss_dice": 1.3315625011920929, "decode.d3.loss_cls": 0.7973859816789627, "decode.d3.loss_mask": 0.7859172403812409, "decode.d3.loss_dice": 1.2960437059402465, "decode.d4.loss_cls": 0.780930383503437, "decode.d4.loss_mask": 0.7785841822624207, "decode.d4.loss_dice": 1.2848044484853745, "decode.d5.loss_cls": 0.699039301276207, "decode.d5.loss_mask": 0.7802448689937591, "decode.d5.loss_dice": 1.304553321003914, "decode.d6.loss_cls": 0.7467758238315583, "decode.d6.loss_mask": 0.7647690385580063, "decode.d6.loss_dice": 1.2642842024564742, "decode.d7.loss_cls": 0.7197291672229766, "decode.d7.loss_mask": 0.7628590673208236, "decode.d7.loss_dice": 1.2670504927635193, "decode.d8.loss_cls": 0.762711900472641, "decode.d8.loss_mask": 0.7638840332627297, "decode.d8.loss_dice": 1.280595263838768, "time": 0.5542074918746949, "memory": 7243, "step": 56450}
{"lr": 6.756795476584296e-06, "data_time": 0.009569644927978516, "grad_norm": 83.97227058410644, "loss": 27.24138994216919, "decode.loss_cls": 0.7269229277968406, "decode.loss_mask": 0.7117994338274002, "decode.loss_dice": 1.017947283387184, "decode.d0.loss_cls": 2.4075291752815247, "decode.d0.loss_mask": 0.8352285504341126, "decode.d0.loss_dice": 1.1717320144176484, "decode.d1.loss_cls": 0.8367356762290001, "decode.d1.loss_mask": 0.7680918633937835, "decode.d1.loss_dice": 1.1666500389575958, "decode.d2.loss_cls": 0.7895579233765602, "decode.d2.loss_mask": 0.7671654343605041, "decode.d2.loss_dice": 1.1181039094924927, "decode.d3.loss_cls": 0.71508409678936, "decode.d3.loss_mask": 0.7441343128681183, "decode.d3.loss_dice": 1.0648564636707305, "decode.d4.loss_cls": 0.6990878328680992, "decode.d4.loss_mask": 0.7533376634120941, "decode.d4.loss_dice": 1.084258258342743, "decode.d5.loss_cls": 0.6757763773202896, "decode.d5.loss_mask": 0.7407562881708145, "decode.d5.loss_dice": 1.0769064664840697, "decode.d6.loss_cls": 0.7041585177183152, "decode.d6.loss_mask": 0.716030815243721, "decode.d6.loss_dice": 1.0400264501571654, "decode.d7.loss_cls": 0.7179510951042175, "decode.d7.loss_mask": 0.7185591131448745, "decode.d7.loss_dice": 1.0392266631126403, "decode.d8.loss_cls": 0.6719209581613541, "decode.d8.loss_mask": 0.7098620265722275, "decode.d8.loss_dice": 1.0519919514656066, "time": 0.5268810033798218, "memory": 7260, "step": 56500}
{"lr": 6.753857668448159e-06, "data_time": 0.009509062767028809, "grad_norm": 75.64047508239746, "loss": 29.785534191131593, "decode.loss_cls": 0.775669239461422, "decode.loss_mask": 0.8202235341072083, "decode.loss_dice": 1.0914370983839035, "decode.d0.loss_cls": 2.495951545238495, "decode.d0.loss_mask": 0.9003829717636108, "decode.d0.loss_dice": 1.289029413461685, "decode.d1.loss_cls": 0.8794119492173195, "decode.d1.loss_mask": 0.8371354937553406, "decode.d1.loss_dice": 1.207009282708168, "decode.d2.loss_cls": 0.8013979539275169, "decode.d2.loss_mask": 0.8813646614551545, "decode.d2.loss_dice": 1.175824910402298, "decode.d3.loss_cls": 0.7797516047954559, "decode.d3.loss_mask": 0.8798200130462647, "decode.d3.loss_dice": 1.124916100502014, "decode.d4.loss_cls": 0.761073362827301, "decode.d4.loss_mask": 0.9121936053037644, "decode.d4.loss_dice": 1.1287753760814667, "decode.d5.loss_cls": 0.7954605281352997, "decode.d5.loss_mask": 0.8937160849571228, "decode.d5.loss_dice": 1.127755919098854, "decode.d6.loss_cls": 0.7366345912218094, "decode.d6.loss_mask": 0.870226475596428, "decode.d6.loss_dice": 1.1207412898540496, "decode.d7.loss_cls": 0.7635978378355504, "decode.d7.loss_mask": 0.8902288794517517, "decode.d7.loss_dice": 1.119284412264824, "decode.d8.loss_cls": 0.7658757746219635, "decode.d8.loss_mask": 0.859354442358017, "decode.d8.loss_dice": 1.1012881517410278, "time": 0.555326271057129, "memory": 7253, "step": 56550}
{"lr": 6.750919718316884e-06, "data_time": 0.009530043601989746, "grad_norm": 83.54772872924805, "loss": 30.543953323364256, "decode.loss_cls": 0.6815498739480972, "decode.loss_mask": 0.7989538311958313, "decode.loss_dice": 1.258898636698723, "decode.d0.loss_cls": 2.4977659583091736, "decode.d0.loss_mask": 0.8773474991321564, "decode.d0.loss_dice": 1.495123529434204, "decode.d1.loss_cls": 0.8672258451581001, "decode.d1.loss_mask": 0.8311264932155609, "decode.d1.loss_dice": 1.440363985300064, "decode.d2.loss_cls": 0.8570465266704559, "decode.d2.loss_mask": 0.7880179166793824, "decode.d2.loss_dice": 1.316847985982895, "decode.d3.loss_cls": 0.7520559772849083, "decode.d3.loss_mask": 0.8002330005168915, "decode.d3.loss_dice": 1.3167869865894317, "decode.d4.loss_cls": 0.7424417123198509, "decode.d4.loss_mask": 0.8043991208076477, "decode.d4.loss_dice": 1.3047007203102112, "decode.d5.loss_cls": 0.6889802098274231, "decode.d5.loss_mask": 0.8259297192096711, "decode.d5.loss_dice": 1.2856876969337463, "decode.d6.loss_cls": 0.7056556463241577, "decode.d6.loss_mask": 0.8072377979755402, "decode.d6.loss_dice": 1.2792538344860076, "decode.d7.loss_cls": 0.6425908610224724, "decode.d7.loss_mask": 0.8061067461967468, "decode.d7.loss_dice": 1.291622167825699, "decode.d8.loss_cls": 0.694263157248497, "decode.d8.loss_mask": 0.8133908390998841, "decode.d8.loss_dice": 1.2723491877317428, "time": 0.5289719343185425, "memory": 7251, "step": 56600}
{"lr": 6.747981626114952e-06, "data_time": 0.009499049186706543, "grad_norm": 78.58995132446289, "loss": 27.9631254196167, "decode.loss_cls": 0.7982495456933976, "decode.loss_mask": 0.7218299672007561, "decode.loss_dice": 1.1042181700468063, "decode.d0.loss_cls": 1.960486388206482, "decode.d0.loss_mask": 0.7626859694719315, "decode.d0.loss_dice": 1.2717943698167802, "decode.d1.loss_cls": 0.9319094151258469, "decode.d1.loss_mask": 0.7356793105602264, "decode.d1.loss_dice": 1.1895360797643661, "decode.d2.loss_cls": 0.8833802074193955, "decode.d2.loss_mask": 0.7136184856295585, "decode.d2.loss_dice": 1.1056316912174224, "decode.d3.loss_cls": 0.8839416176080703, "decode.d3.loss_mask": 0.7293637797236443, "decode.d3.loss_dice": 1.0880769044160843, "decode.d4.loss_cls": 0.790056549012661, "decode.d4.loss_mask": 0.7250092476606369, "decode.d4.loss_dice": 1.1029485017061234, "decode.d5.loss_cls": 0.7867964819073677, "decode.d5.loss_mask": 0.7263745948672294, "decode.d5.loss_dice": 1.1031348660588265, "decode.d6.loss_cls": 0.831089261174202, "decode.d6.loss_mask": 0.7285953551530838, "decode.d6.loss_dice": 1.1004103019833564, "decode.d7.loss_cls": 0.7690726801753044, "decode.d7.loss_mask": 0.7219394043087959, "decode.d7.loss_dice": 1.0998499870300293, "decode.d8.loss_cls": 0.7772900998592377, "decode.d8.loss_mask": 0.7257128536701203, "decode.d8.loss_dice": 1.09444198012352, "time": 0.5536262512207031, "memory": 7251, "step": 56650}
{"lr": 6.74504339176675e-06, "data_time": 0.009579133987426759, "grad_norm": 82.95729904174804, "loss": 25.78645830154419, "decode.loss_cls": 0.9094766445457936, "decode.loss_mask": 0.5525315880775452, "decode.loss_dice": 0.9366148829460144, "decode.d0.loss_cls": 2.2807889580726624, "decode.d0.loss_mask": 0.6449769377708435, "decode.d0.loss_dice": 1.1183955073356628, "decode.d1.loss_cls": 1.0673491567373277, "decode.d1.loss_mask": 0.6021818459033966, "decode.d1.loss_dice": 1.051440268754959, "decode.d2.loss_cls": 0.9614672541618348, "decode.d2.loss_mask": 0.5740015983581543, "decode.d2.loss_dice": 0.9883009999990463, "decode.d3.loss_cls": 0.869951818883419, "decode.d3.loss_mask": 0.5762456119060516, "decode.d3.loss_dice": 0.9707525849342347, "decode.d4.loss_cls": 0.8978159673511982, "decode.d4.loss_mask": 0.55515276491642, "decode.d4.loss_dice": 0.9565702140331268, "decode.d5.loss_cls": 0.8186231218278408, "decode.d5.loss_mask": 0.5494630634784698, "decode.d5.loss_dice": 0.932068994641304, "decode.d6.loss_cls": 0.797412233799696, "decode.d6.loss_mask": 0.5643480688333511, "decode.d6.loss_dice": 0.9555656731128692, "decode.d7.loss_cls": 0.8195506997406483, "decode.d7.loss_mask": 0.5529699236154556, "decode.d7.loss_dice": 0.944308465719223, "decode.d8.loss_cls": 0.8234750345349312, "decode.d8.loss_mask": 0.5508404761552811, "decode.d8.loss_dice": 0.9638181626796722, "time": 0.5535677671432495, "memory": 7224, "step": 56700}
{"lr": 6.742105015196588e-06, "data_time": 0.00977187156677246, "grad_norm": 94.5979217529297, "loss": 28.469855499267577, "decode.loss_cls": 0.6614366888999939, "decode.loss_mask": 0.7372626751661301, "decode.loss_dice": 1.1890187025070191, "decode.d0.loss_cls": 2.479572892189026, "decode.d0.loss_mask": 0.8096077352762222, "decode.d0.loss_dice": 1.3697032511234284, "decode.d1.loss_cls": 0.8099177584052086, "decode.d1.loss_mask": 0.7431999236345291, "decode.d1.loss_dice": 1.2720610201358795, "decode.d2.loss_cls": 0.7442404806613923, "decode.d2.loss_mask": 0.7297070682048797, "decode.d2.loss_dice": 1.2251387536525726, "decode.d3.loss_cls": 0.6974973291158676, "decode.d3.loss_mask": 0.7673798024654388, "decode.d3.loss_dice": 1.1905718266963958, "decode.d4.loss_cls": 0.6935774579644203, "decode.d4.loss_mask": 0.7632453247904778, "decode.d4.loss_dice": 1.1856245309114457, "decode.d5.loss_cls": 0.6815947666764259, "decode.d5.loss_mask": 0.7641578882932663, "decode.d5.loss_dice": 1.2009751170873642, "decode.d6.loss_cls": 0.7111248955130577, "decode.d6.loss_mask": 0.7250738456845284, "decode.d6.loss_dice": 1.1749317705631257, "decode.d7.loss_cls": 0.6462334275245667, "decode.d7.loss_mask": 0.734092827141285, "decode.d7.loss_dice": 1.1858929961919784, "decode.d8.loss_cls": 0.6571571007370949, "decode.d8.loss_mask": 0.7391195505857467, "decode.d8.loss_dice": 1.1807386219501494, "time": 0.5569047451019287, "memory": 7240, "step": 56750}
{"lr": 6.739166496328717e-06, "data_time": 0.009858059883117675, "grad_norm": 96.79228820800782, "loss": 21.882051086425783, "decode.loss_cls": 0.489865143597126, "decode.loss_mask": 0.652170118689537, "decode.loss_dice": 0.8205848067998887, "decode.d0.loss_cls": 2.1594959020614626, "decode.d0.loss_mask": 0.6920603930950164, "decode.d0.loss_dice": 0.9659581035375595, "decode.d1.loss_cls": 0.6715226083993912, "decode.d1.loss_mask": 0.6592489808797837, "decode.d1.loss_dice": 0.8790234595537185, "decode.d2.loss_cls": 0.577468253672123, "decode.d2.loss_mask": 0.6589882463216782, "decode.d2.loss_dice": 0.8543572187423706, "decode.d3.loss_cls": 0.5317518189549446, "decode.d3.loss_mask": 0.6340794205665589, "decode.d3.loss_dice": 0.7987504482269288, "decode.d4.loss_cls": 0.5008182391524315, "decode.d4.loss_mask": 0.6354037672281265, "decode.d4.loss_dice": 0.825373500585556, "decode.d5.loss_cls": 0.48026028126478193, "decode.d5.loss_mask": 0.6389580130577087, "decode.d5.loss_dice": 0.8413208484649658, "decode.d6.loss_cls": 0.5245550498366356, "decode.d6.loss_mask": 0.6418108969926835, "decode.d6.loss_dice": 0.8279677838087082, "decode.d7.loss_cls": 0.512130330502987, "decode.d7.loss_mask": 0.6431666374206543, "decode.d7.loss_dice": 0.817306399345398, "decode.d8.loss_cls": 0.47459225058555604, "decode.d8.loss_mask": 0.6404120743274688, "decode.d8.loss_dice": 0.8326500117778778, "time": 0.5291947603225708, "memory": 7349, "step": 56800}
{"lr": 6.736227835087286e-06, "data_time": 0.00976560115814209, "grad_norm": 81.54026527404785, "loss": 27.132330322265624, "decode.loss_cls": 0.8581151083111763, "decode.loss_mask": 0.6535107433795929, "decode.loss_dice": 1.0191317945718765, "decode.d0.loss_cls": 2.0686073660850526, "decode.d0.loss_mask": 0.7053518503904342, "decode.d0.loss_dice": 1.1797045946121216, "decode.d1.loss_cls": 1.026153916120529, "decode.d1.loss_mask": 0.6960336685180664, "decode.d1.loss_dice": 1.0951894342899322, "decode.d2.loss_cls": 0.9880926877260208, "decode.d2.loss_mask": 0.6455957740545273, "decode.d2.loss_dice": 1.0502246856689452, "decode.d3.loss_cls": 0.7865386813879013, "decode.d3.loss_mask": 0.6806201279163361, "decode.d3.loss_dice": 1.031668496131897, "decode.d4.loss_cls": 0.8546454727649688, "decode.d4.loss_mask": 0.6599729955196381, "decode.d4.loss_dice": 1.0551075756549835, "decode.d5.loss_cls": 0.8073455780744553, "decode.d5.loss_mask": 0.6914763003587723, "decode.d5.loss_dice": 1.0350116610527038, "decode.d6.loss_cls": 0.8183361575007438, "decode.d6.loss_mask": 0.6819774836301804, "decode.d6.loss_dice": 1.0106781482696534, "decode.d7.loss_cls": 0.777881783246994, "decode.d7.loss_mask": 0.7077247262001037, "decode.d7.loss_dice": 1.042111998796463, "decode.d8.loss_cls": 0.8270215258002281, "decode.d8.loss_mask": 0.6558870613574982, "decode.d8.loss_dice": 1.022613000869751, "time": 0.5283689022064209, "memory": 7245, "step": 56850}
{"lr": 6.733289031396385e-06, "data_time": 0.009810519218444825, "grad_norm": 104.18269309997558, "loss": 23.584995555877686, "decode.loss_cls": 0.7040616914629936, "decode.loss_mask": 0.574238708615303, "decode.loss_dice": 0.8193881332874298, "decode.d0.loss_cls": 2.2828330039978026, "decode.d0.loss_mask": 0.6189666867256165, "decode.d0.loss_dice": 0.9393033385276794, "decode.d1.loss_cls": 0.9748270466923714, "decode.d1.loss_mask": 0.6022066533565521, "decode.d1.loss_dice": 0.892791673541069, "decode.d2.loss_cls": 0.837943322956562, "decode.d2.loss_mask": 0.5851338341832161, "decode.d2.loss_dice": 0.8854729354381561, "decode.d3.loss_cls": 0.7483641162514687, "decode.d3.loss_mask": 0.5935762166976929, "decode.d3.loss_dice": 0.8508422076702118, "decode.d4.loss_cls": 0.7762669146060943, "decode.d4.loss_mask": 0.5714502647519112, "decode.d4.loss_dice": 0.8326202511787415, "decode.d5.loss_cls": 0.762105031311512, "decode.d5.loss_mask": 0.556172089278698, "decode.d5.loss_dice": 0.8278592973947525, "decode.d6.loss_cls": 0.7853293508291245, "decode.d6.loss_mask": 0.5365722566843033, "decode.d6.loss_dice": 0.7860365748405457, "decode.d7.loss_cls": 0.7883152350783348, "decode.d7.loss_mask": 0.5432653427124023, "decode.d7.loss_dice": 0.8022830486297607, "decode.d8.loss_cls": 0.7371972978115082, "decode.d8.loss_mask": 0.5566897824406624, "decode.d8.loss_dice": 0.8128832101821899, "time": 0.5301455974578857, "memory": 7231, "step": 56900}
{"lr": 6.730350085180016e-06, "data_time": 0.009774565696716309, "grad_norm": 90.81678619384766, "loss": 22.889516973495482, "decode.loss_cls": 0.5308450326323509, "decode.loss_mask": 0.5731426835060119, "decode.loss_dice": 0.9069531619548797, "decode.d0.loss_cls": 2.2096627354621887, "decode.d0.loss_mask": 0.6657416135072708, "decode.d0.loss_dice": 1.0815579026937485, "decode.d1.loss_cls": 0.67231030985713, "decode.d1.loss_mask": 0.6358775407075882, "decode.d1.loss_dice": 1.0457446724176407, "decode.d2.loss_cls": 0.6583685383200646, "decode.d2.loss_mask": 0.5728593423962594, "decode.d2.loss_dice": 0.9973067879676819, "decode.d3.loss_cls": 0.5982569471001625, "decode.d3.loss_mask": 0.5855149567127228, "decode.d3.loss_dice": 0.9452493250370025, "decode.d4.loss_cls": 0.5049169421195984, "decode.d4.loss_mask": 0.591039651632309, "decode.d4.loss_dice": 0.9739039748907089, "decode.d5.loss_cls": 0.5179532572627068, "decode.d5.loss_mask": 0.5766721621155739, "decode.d5.loss_dice": 0.9254997074604034, "decode.d6.loss_cls": 0.5829806983470917, "decode.d6.loss_mask": 0.5797209411859512, "decode.d6.loss_dice": 0.9210032463073731, "decode.d7.loss_cls": 0.4860736444592476, "decode.d7.loss_mask": 0.5814805790781975, "decode.d7.loss_dice": 0.9250991016626358, "decode.d8.loss_cls": 0.5664593651890755, "decode.d8.loss_mask": 0.5695531532168389, "decode.d8.loss_dice": 0.907768189907074, "time": 0.5587581157684326, "memory": 7253, "step": 56950}
{"lr": 6.727410996362121e-06, "data_time": 0.009771275520324706, "grad_norm": 88.75251274108886, "loss": 25.17243700027466, "decode.loss_cls": 0.6128302067518234, "decode.loss_mask": 0.6444329082965851, "decode.loss_dice": 1.0433892101049422, "decode.d0.loss_cls": 2.3271310567855834, "decode.d0.loss_mask": 0.6961325496435166, "decode.d0.loss_dice": 1.1766388237476348, "decode.d1.loss_cls": 0.734887033700943, "decode.d1.loss_mask": 0.737914252281189, "decode.d1.loss_dice": 1.116121643781662, "decode.d2.loss_cls": 0.686024110019207, "decode.d2.loss_mask": 0.6733543425798416, "decode.d2.loss_dice": 1.0996450990438462, "decode.d3.loss_cls": 0.634569688141346, "decode.d3.loss_mask": 0.6636199414730072, "decode.d3.loss_dice": 1.031509679555893, "decode.d4.loss_cls": 0.6152256414294243, "decode.d4.loss_mask": 0.630722576379776, "decode.d4.loss_dice": 1.0169988811016082, "decode.d5.loss_cls": 0.6067947164177895, "decode.d5.loss_mask": 0.6340619504451752, "decode.d5.loss_dice": 1.0140272855758667, "decode.d6.loss_cls": 0.6055957958102226, "decode.d6.loss_mask": 0.6371179282665252, "decode.d6.loss_dice": 1.0232489109039307, "decode.d7.loss_cls": 0.5974146589636803, "decode.d7.loss_mask": 0.6333783447742463, "decode.d7.loss_dice": 1.01410254240036, "decode.d8.loss_cls": 0.5798731356859207, "decode.d8.loss_mask": 0.6477398157119751, "decode.d8.loss_dice": 1.0379336208105088, "time": 0.5558190822601319, "memory": 7219, "step": 57000}
{"lr": 6.72447176486654e-06, "data_time": 0.009960389137268067, "grad_norm": 88.87505416870117, "loss": 27.126487827301027, "decode.loss_cls": 0.5529715836048126, "decode.loss_mask": 0.8242473989725113, "decode.loss_dice": 1.120043307542801, "decode.d0.loss_cls": 2.3178165197372436, "decode.d0.loss_mask": 0.87692232131958, "decode.d0.loss_dice": 1.2187027484178543, "decode.d1.loss_cls": 0.6760085210204124, "decode.d1.loss_mask": 0.8585848689079285, "decode.d1.loss_dice": 1.158437553048134, "decode.d2.loss_cls": 0.6320900991559029, "decode.d2.loss_mask": 0.8403830736875534, "decode.d2.loss_dice": 1.1157220482826233, "decode.d3.loss_cls": 0.5939471974968911, "decode.d3.loss_mask": 0.8291812181472779, "decode.d3.loss_dice": 1.0802592635154724, "decode.d4.loss_cls": 0.559031818807125, "decode.d4.loss_mask": 0.842400586605072, "decode.d4.loss_dice": 1.112188446521759, "decode.d5.loss_cls": 0.5758667394518853, "decode.d5.loss_mask": 0.8107443451881409, "decode.d5.loss_dice": 1.0988048195838929, "decode.d6.loss_cls": 0.5965200811624527, "decode.d6.loss_mask": 0.8030886113643646, "decode.d6.loss_dice": 1.0739915072917938, "decode.d7.loss_cls": 0.5391915142536163, "decode.d7.loss_mask": 0.8221203982830048, "decode.d7.loss_dice": 1.1182018280029298, "decode.d8.loss_cls": 0.5828187048435212, "decode.d8.loss_mask": 0.8081946820020676, "decode.d8.loss_dice": 1.08800550699234, "time": 0.5293800830841064, "memory": 7204, "step": 57050}
{"lr": 6.721532390617052e-06, "data_time": 0.009710025787353516, "grad_norm": 80.00799751281738, "loss": 26.073258781433104, "decode.loss_cls": 0.5893768683075905, "decode.loss_mask": 0.737513330578804, "decode.loss_dice": 1.0826387763023377, "decode.d0.loss_cls": 2.0630883097648622, "decode.d0.loss_mask": 0.7887355327606201, "decode.d0.loss_dice": 1.2619026184082032, "decode.d1.loss_cls": 0.7402414083480835, "decode.d1.loss_mask": 0.7412220686674118, "decode.d1.loss_dice": 1.1676205903291703, "decode.d2.loss_cls": 0.668413232266903, "decode.d2.loss_mask": 0.72551109790802, "decode.d2.loss_dice": 1.127098248898983, "decode.d3.loss_cls": 0.5899279490113258, "decode.d3.loss_mask": 0.7185939490795136, "decode.d3.loss_dice": 1.113602766394615, "decode.d4.loss_cls": 0.5425467103719711, "decode.d4.loss_mask": 0.7348220899701119, "decode.d4.loss_dice": 1.1006078913807869, "decode.d5.loss_cls": 0.5975024193525315, "decode.d5.loss_mask": 0.7321685388684273, "decode.d5.loss_dice": 1.1053878635168075, "decode.d6.loss_cls": 0.5397887349128723, "decode.d6.loss_mask": 0.7300787821412087, "decode.d6.loss_dice": 1.1063102513551712, "decode.d7.loss_cls": 0.5690088674426079, "decode.d7.loss_mask": 0.7379812940955162, "decode.d7.loss_dice": 1.0928261175751686, "decode.d8.loss_cls": 0.5485924288630486, "decode.d8.loss_mask": 0.7360177651047707, "decode.d8.loss_dice": 1.084133331477642, "time": 0.5314914464950562, "memory": 7315, "step": 57100}
{"lr": 6.718592873537352e-06, "data_time": 0.009770345687866212, "grad_norm": 89.55191307067871, "loss": 20.707354497909545, "decode.loss_cls": 0.6640408806502819, "decode.loss_mask": 0.486766354739666, "decode.loss_dice": 0.7397467374801636, "decode.d0.loss_cls": 2.021763277053833, "decode.d0.loss_mask": 0.5261105298995972, "decode.d0.loss_dice": 0.8745740324258804, "decode.d1.loss_cls": 0.8517894625663758, "decode.d1.loss_mask": 0.5021799474954605, "decode.d1.loss_dice": 0.777018404006958, "decode.d2.loss_cls": 0.7264294013381004, "decode.d2.loss_mask": 0.49034632444381715, "decode.d2.loss_dice": 0.7812753036618233, "decode.d3.loss_cls": 0.6823732793331146, "decode.d3.loss_mask": 0.4765962973237038, "decode.d3.loss_dice": 0.7402104407548904, "decode.d4.loss_cls": 0.6556904874742031, "decode.d4.loss_mask": 0.4785294488072395, "decode.d4.loss_dice": 0.7351332917809487, "decode.d5.loss_cls": 0.6013730488717556, "decode.d5.loss_mask": 0.49942992627620697, "decode.d5.loss_dice": 0.763835746049881, "decode.d6.loss_cls": 0.6473023980855942, "decode.d6.loss_mask": 0.4782355070114136, "decode.d6.loss_dice": 0.7361342787742615, "decode.d7.loss_cls": 0.6293305717408657, "decode.d7.loss_mask": 0.49489412903785707, "decode.d7.loss_dice": 0.7361488908529281, "decode.d8.loss_cls": 0.6854308873414994, "decode.d8.loss_mask": 0.48542285710573196, "decode.d8.loss_dice": 0.7392427355051041, "time": 0.5296916723251343, "memory": 7228, "step": 57150}
{"lr": 6.715653213551049e-06, "data_time": 0.009795594215393066, "grad_norm": 82.75798110961914, "loss": 28.737147426605226, "decode.loss_cls": 0.7187137633562088, "decode.loss_mask": 0.6674423098564148, "decode.loss_dice": 1.1685921907424928, "decode.d0.loss_cls": 2.3380008816719053, "decode.d0.loss_mask": 0.7903300851583481, "decode.d0.loss_dice": 1.5068813979625701, "decode.d1.loss_cls": 0.9387950390577317, "decode.d1.loss_mask": 0.7010969012975693, "decode.d1.loss_dice": 1.3481564164161681, "decode.d2.loss_cls": 0.7589690297842026, "decode.d2.loss_mask": 0.6878537684679031, "decode.d2.loss_dice": 1.2561717331409454, "decode.d3.loss_cls": 0.7483896449208259, "decode.d3.loss_mask": 0.6892269432544709, "decode.d3.loss_dice": 1.218209481239319, "decode.d4.loss_cls": 0.7539584457874298, "decode.d4.loss_mask": 0.6915851056575775, "decode.d4.loss_dice": 1.2150808811187743, "decode.d5.loss_cls": 0.77925705909729, "decode.d5.loss_mask": 0.6837251931428909, "decode.d5.loss_dice": 1.213402020931244, "decode.d6.loss_cls": 0.7680406242609024, "decode.d6.loss_mask": 0.6708510845899582, "decode.d6.loss_dice": 1.2153200924396514, "decode.d7.loss_cls": 0.740703409910202, "decode.d7.loss_mask": 0.6703118622303009, "decode.d7.loss_dice": 1.2223481774330138, "decode.d8.loss_cls": 0.6986132740974427, "decode.d8.loss_mask": 0.673786735534668, "decode.d8.loss_dice": 1.203333044052124, "time": 0.5293262481689454, "memory": 7233, "step": 57200}
{"lr": 6.712713410581696e-06, "data_time": 0.009737348556518555, "grad_norm": 92.39343757629395, "loss": 28.39352741241455, "decode.loss_cls": 1.0369185507297516, "decode.loss_mask": 0.6465851128101349, "decode.loss_dice": 1.032582661509514, "decode.d0.loss_cls": 2.2588062644004823, "decode.d0.loss_mask": 0.6838869035243988, "decode.d0.loss_dice": 1.2197077989578247, "decode.d1.loss_cls": 1.058318056166172, "decode.d1.loss_mask": 0.678161346912384, "decode.d1.loss_dice": 1.1054325640201568, "decode.d2.loss_cls": 1.0263370618224144, "decode.d2.loss_mask": 0.6181667745113373, "decode.d2.loss_dice": 1.0585652112960815, "decode.d3.loss_cls": 1.0083755910396577, "decode.d3.loss_mask": 0.6311762243509292, "decode.d3.loss_dice": 1.0458665117621422, "decode.d4.loss_cls": 1.0570741027593613, "decode.d4.loss_mask": 0.6297638952732086, "decode.d4.loss_dice": 1.0216765224933624, "decode.d5.loss_cls": 0.9561451077461243, "decode.d5.loss_mask": 0.6336342304944992, "decode.d5.loss_dice": 1.0064085721969604, "decode.d6.loss_cls": 0.979537220299244, "decode.d6.loss_mask": 0.6412459403276444, "decode.d6.loss_dice": 1.0359122946858406, "decode.d7.loss_cls": 1.0212322294712066, "decode.d7.loss_mask": 0.6377046138048172, "decode.d7.loss_dice": 1.0402367040514946, "decode.d8.loss_cls": 0.9526112139225006, "decode.d8.loss_mask": 0.650393334031105, "decode.d8.loss_dice": 1.0210650146007538, "time": 0.5568076610565186, "memory": 7261, "step": 57250}
{"lr": 6.709773464552749e-06, "data_time": 0.00989224910736084, "grad_norm": 87.71513328552246, "loss": 27.059370899200438, "decode.loss_cls": 0.6905257776379585, "decode.loss_mask": 0.7757988214492798, "decode.loss_dice": 0.9930525362491608, "decode.d0.loss_cls": 2.3415018558502196, "decode.d0.loss_mask": 0.8353511422872544, "decode.d0.loss_dice": 1.1806734800338745, "decode.d1.loss_cls": 0.9136956393718719, "decode.d1.loss_mask": 0.8129842147231102, "decode.d1.loss_dice": 1.087654709815979, "decode.d2.loss_cls": 0.8517929039895534, "decode.d2.loss_mask": 0.7805343940854073, "decode.d2.loss_dice": 1.0116387546062469, "decode.d3.loss_cls": 0.8412052348256112, "decode.d3.loss_mask": 0.767048454284668, "decode.d3.loss_dice": 0.9803391098976135, "decode.d4.loss_cls": 0.742773949354887, "decode.d4.loss_mask": 0.7659687861800194, "decode.d4.loss_dice": 0.9575676023960114, "decode.d5.loss_cls": 0.7348503060638905, "decode.d5.loss_mask": 0.7679902285337448, "decode.d5.loss_dice": 0.9574788630008697, "decode.d6.loss_cls": 0.7110176898539067, "decode.d6.loss_mask": 0.7731362402439117, "decode.d6.loss_dice": 0.9648574590682983, "decode.d7.loss_cls": 0.6713486023247242, "decode.d7.loss_mask": 0.7771390020847321, "decode.d7.loss_dice": 0.9501384168863296, "decode.d8.loss_cls": 0.7097855463624001, "decode.d8.loss_mask": 0.7620824292302132, "decode.d8.loss_dice": 0.9494375348091125, "time": 0.5309357404708862, "memory": 7190, "step": 57300}
{"lr": 6.706833375387598e-06, "data_time": 0.009788203239440917, "grad_norm": 82.34814834594727, "loss": 26.257552289962767, "decode.loss_cls": 0.6969654701650143, "decode.loss_mask": 0.6285001650452614, "decode.loss_dice": 1.0849493339657783, "decode.d0.loss_cls": 2.174058985710144, "decode.d0.loss_mask": 0.7090421706438065, "decode.d0.loss_dice": 1.3478005439043046, "decode.d1.loss_cls": 0.8391117036342621, "decode.d1.loss_mask": 0.6369382485747337, "decode.d1.loss_dice": 1.1677820399403571, "decode.d2.loss_cls": 0.7444467023015022, "decode.d2.loss_mask": 0.6469611197710037, "decode.d2.loss_dice": 1.1461869493126868, "decode.d3.loss_cls": 0.755992665141821, "decode.d3.loss_mask": 0.6321905076503753, "decode.d3.loss_dice": 1.0752785712480546, "decode.d4.loss_cls": 0.767959812283516, "decode.d4.loss_mask": 0.6239099770784378, "decode.d4.loss_dice": 1.1023291200399399, "decode.d5.loss_cls": 0.718923532217741, "decode.d5.loss_mask": 0.6249820545315743, "decode.d5.loss_dice": 1.0509082242846488, "decode.d6.loss_cls": 0.6767288595438004, "decode.d6.loss_mask": 0.6255766704678536, "decode.d6.loss_dice": 1.0817725196480752, "decode.d7.loss_cls": 0.6980165682733059, "decode.d7.loss_mask": 0.6192697614431382, "decode.d7.loss_dice": 1.0456962585449219, "decode.d8.loss_cls": 0.6681491784751415, "decode.d8.loss_mask": 0.6196020513772964, "decode.d8.loss_dice": 1.0475226059556006, "time": 0.5324877023696899, "memory": 7257, "step": 57350}
{"lr": 6.703893143009543e-06, "data_time": 0.009535908699035645, "grad_norm": 82.88227500915528, "loss": 28.430734634399414, "decode.loss_cls": 0.6909617349505425, "decode.loss_mask": 0.8041079372167588, "decode.loss_dice": 1.1407358944416046, "decode.d0.loss_cls": 2.3675435543060304, "decode.d0.loss_mask": 0.8491985619068145, "decode.d0.loss_dice": 1.267329078912735, "decode.d1.loss_cls": 0.839283898472786, "decode.d1.loss_mask": 0.8083066344261169, "decode.d1.loss_dice": 1.1449882447719575, "decode.d2.loss_cls": 0.7601940914988518, "decode.d2.loss_mask": 0.8036582201719285, "decode.d2.loss_dice": 1.1324465095996856, "decode.d3.loss_cls": 0.7512650832533836, "decode.d3.loss_mask": 0.773914510011673, "decode.d3.loss_dice": 1.1168374419212341, "decode.d4.loss_cls": 0.696182981133461, "decode.d4.loss_mask": 0.789090609550476, "decode.d4.loss_dice": 1.0901357650756835, "decode.d5.loss_cls": 0.7230688095092773, "decode.d5.loss_mask": 0.8066449970006943, "decode.d5.loss_dice": 1.12479909658432, "decode.d6.loss_cls": 0.731844624876976, "decode.d6.loss_mask": 0.8128938257694245, "decode.d6.loss_dice": 1.125850999355316, "decode.d7.loss_cls": 0.7219354912638665, "decode.d7.loss_mask": 0.8090728878974914, "decode.d7.loss_dice": 1.113534265756607, "decode.d8.loss_cls": 0.7010187268257141, "decode.d8.loss_mask": 0.7970987498760224, "decode.d8.loss_dice": 1.1367911875247956, "time": 0.5290447235107422, "memory": 7218, "step": 57400}
{"lr": 6.7009527673418085e-06, "data_time": 0.009547209739685059, "grad_norm": 84.14815521240234, "loss": 28.080619907379152, "decode.loss_cls": 0.7434431567788125, "decode.loss_mask": 0.7625502109527588, "decode.loss_dice": 1.0696352243423461, "decode.d0.loss_cls": 1.9975245237350463, "decode.d0.loss_mask": 0.8251135349273682, "decode.d0.loss_dice": 1.2448366641998292, "decode.d1.loss_cls": 0.8081122696399688, "decode.d1.loss_mask": 0.8740661710500717, "decode.d1.loss_dice": 1.1888631343841554, "decode.d2.loss_cls": 0.8090136691927909, "decode.d2.loss_mask": 0.806714104115963, "decode.d2.loss_dice": 1.1598745346069337, "decode.d3.loss_cls": 0.8240073248744011, "decode.d3.loss_mask": 0.7526858180761338, "decode.d3.loss_dice": 1.117271488904953, "decode.d4.loss_cls": 0.8205685377120971, "decode.d4.loss_mask": 0.7493099376559258, "decode.d4.loss_dice": 1.0978285670280457, "decode.d5.loss_cls": 0.800282572209835, "decode.d5.loss_mask": 0.7512601599097252, "decode.d5.loss_dice": 1.0758264303207397, "decode.d6.loss_cls": 0.7670016020536423, "decode.d6.loss_mask": 0.7589155659079552, "decode.d6.loss_dice": 1.0661190390586852, "decode.d7.loss_cls": 0.7409622132778168, "decode.d7.loss_mask": 0.7767711535096169, "decode.d7.loss_dice": 1.0842505872249604, "decode.d8.loss_cls": 0.7470337763428688, "decode.d8.loss_mask": 0.7729617446660996, "decode.d8.loss_dice": 1.0878162145614625, "time": 0.5570071458816528, "memory": 7194, "step": 57450}
{"lr": 6.69801224830755e-06, "data_time": 0.009656977653503419, "grad_norm": 99.86025009155273, "loss": 23.858490657806396, "decode.loss_cls": 0.5620126545429229, "decode.loss_mask": 0.6166470110416412, "decode.loss_dice": 0.9806194126605987, "decode.d0.loss_cls": 1.8801915645599365, "decode.d0.loss_mask": 0.6708840280771255, "decode.d0.loss_dice": 1.1287682056427002, "decode.d1.loss_cls": 0.6203559279441834, "decode.d1.loss_mask": 0.7088708460330964, "decode.d1.loss_dice": 1.105181211233139, "decode.d2.loss_cls": 0.6195030003786087, "decode.d2.loss_mask": 0.6483980357646942, "decode.d2.loss_dice": 1.0045171439647675, "decode.d3.loss_cls": 0.6443294584751129, "decode.d3.loss_mask": 0.6342401444911957, "decode.d3.loss_dice": 1.006459379196167, "decode.d4.loss_cls": 0.5603684961795807, "decode.d4.loss_mask": 0.6421941071748734, "decode.d4.loss_dice": 1.010067307949066, "decode.d5.loss_cls": 0.5780978113412857, "decode.d5.loss_mask": 0.6357041776180268, "decode.d5.loss_dice": 1.0110029518604278, "decode.d6.loss_cls": 0.6004734337329865, "decode.d6.loss_mask": 0.6228708446025848, "decode.d6.loss_dice": 0.9864657700061799, "decode.d7.loss_cls": 0.5768364936113357, "decode.d7.loss_mask": 0.6166236340999603, "decode.d7.loss_dice": 0.9890631228685379, "decode.d8.loss_cls": 0.58815778195858, "decode.d8.loss_mask": 0.6208103328943253, "decode.d8.loss_dice": 0.988776046037674, "time": 0.5578391075134277, "memory": 7224, "step": 57500}
{"lr": 6.695071585829832e-06, "data_time": 0.009820294380187989, "grad_norm": 88.87453002929688, "loss": 24.86576681137085, "decode.loss_cls": 0.5659667193889618, "decode.loss_mask": 0.668134494125843, "decode.loss_dice": 0.9930794060230255, "decode.d0.loss_cls": 2.1594925105571745, "decode.d0.loss_mask": 0.7382774323225021, "decode.d0.loss_dice": 1.1352383196353912, "decode.d1.loss_cls": 0.7598136454820633, "decode.d1.loss_mask": 0.704967400431633, "decode.d1.loss_dice": 1.0439416944980622, "decode.d2.loss_cls": 0.7197704374790191, "decode.d2.loss_mask": 0.6783905744552612, "decode.d2.loss_dice": 1.0271312028169632, "decode.d3.loss_cls": 0.6766610652208328, "decode.d3.loss_mask": 0.6686656564474106, "decode.d3.loss_dice": 0.9907357126474381, "decode.d4.loss_cls": 0.5868101343512535, "decode.d4.loss_mask": 0.6718861132860183, "decode.d4.loss_dice": 1.0213185012340547, "decode.d5.loss_cls": 0.609098932147026, "decode.d5.loss_mask": 0.6691279023885727, "decode.d5.loss_dice": 1.0026704102754593, "decode.d6.loss_cls": 0.5830089449882507, "decode.d6.loss_mask": 0.6725848615169525, "decode.d6.loss_dice": 1.0090731889009477, "decode.d7.loss_cls": 0.5518310338258743, "decode.d7.loss_mask": 0.6744192019104958, "decode.d7.loss_dice": 1.021436020731926, "decode.d8.loss_cls": 0.5675374358892441, "decode.d8.loss_mask": 0.6807672873139381, "decode.d8.loss_dice": 1.0139308273792267, "time": 0.5562498092651367, "memory": 7296, "step": 57550}
{"lr": 6.692130779831652e-06, "data_time": 0.009506154060363769, "grad_norm": 91.20441131591797, "loss": 26.80781536102295, "decode.loss_cls": 0.6175458878278732, "decode.loss_mask": 0.6898951947689056, "decode.loss_dice": 1.08142249584198, "decode.d0.loss_cls": 2.2663949728012085, "decode.d0.loss_mask": 0.7308822095394134, "decode.d0.loss_dice": 1.3134124279022217, "decode.d1.loss_cls": 0.9121767848730087, "decode.d1.loss_mask": 0.7380482971668243, "decode.d1.loss_dice": 1.256641501188278, "decode.d2.loss_cls": 0.7193575501441956, "decode.d2.loss_mask": 0.719226598739624, "decode.d2.loss_dice": 1.1393869638442993, "decode.d3.loss_cls": 0.6199332892894744, "decode.d3.loss_mask": 0.7079431861639023, "decode.d3.loss_dice": 1.1428968846797942, "decode.d4.loss_cls": 0.6287521183490753, "decode.d4.loss_mask": 0.7024914354085923, "decode.d4.loss_dice": 1.1146710634231567, "decode.d5.loss_cls": 0.5919336616992951, "decode.d5.loss_mask": 0.706805196404457, "decode.d5.loss_dice": 1.1290632486343384, "decode.d6.loss_cls": 0.6140434831380844, "decode.d6.loss_mask": 0.7114895343780517, "decode.d6.loss_dice": 1.1227083504199982, "decode.d7.loss_cls": 0.5984948068857193, "decode.d7.loss_mask": 0.7064101845026016, "decode.d7.loss_dice": 1.1150357246398925, "decode.d8.loss_cls": 0.6055254966020585, "decode.d8.loss_mask": 0.6937861174345017, "decode.d8.loss_dice": 1.1114403128623962, "time": 0.5301300525665283, "memory": 7253, "step": 57600}
{"lr": 6.689189830235917e-06, "data_time": 0.009323334693908692, "grad_norm": 79.32898483276367, "loss": 28.263999652862548, "decode.loss_cls": 0.7811152458190918, "decode.loss_mask": 0.6431900203227997, "decode.loss_dice": 1.14092216193676, "decode.d0.loss_cls": 2.588827431201935, "decode.d0.loss_mask": 0.6988671362400055, "decode.d0.loss_dice": 1.3735633552074433, "decode.d1.loss_cls": 0.8902936488389969, "decode.d1.loss_mask": 0.6939963579177857, "decode.d1.loss_dice": 1.2870196849107742, "decode.d2.loss_cls": 0.7628069937229156, "decode.d2.loss_mask": 0.6574052184820175, "decode.d2.loss_dice": 1.2365286469459533, "decode.d3.loss_cls": 0.7936833739280701, "decode.d3.loss_mask": 0.6324612379074097, "decode.d3.loss_dice": 1.188360556960106, "decode.d4.loss_cls": 0.7975630193948746, "decode.d4.loss_mask": 0.6256075948476791, "decode.d4.loss_dice": 1.1563108459115028, "decode.d5.loss_cls": 0.8115210115909577, "decode.d5.loss_mask": 0.6390829980373383, "decode.d5.loss_dice": 1.147729055583477, "decode.d6.loss_cls": 0.7514660358428955, "decode.d6.loss_mask": 0.6424632698297501, "decode.d6.loss_dice": 1.1724254548549653, "decode.d7.loss_cls": 0.7502517074346542, "decode.d7.loss_mask": 0.635278970003128, "decode.d7.loss_dice": 1.157697281241417, "decode.d8.loss_cls": 0.7569328129291535, "decode.d8.loss_mask": 0.6522652059793472, "decode.d8.loss_dice": 1.1983643293380737, "time": 0.5304929256439209, "memory": 7276, "step": 57650}
{"lr": 6.686248736965457e-06, "data_time": 0.009166288375854491, "grad_norm": 107.19423294067383, "loss": 24.674600696563722, "decode.loss_cls": 0.6197612792253494, "decode.loss_mask": 0.709067115187645, "decode.loss_dice": 0.8925462186336517, "decode.d0.loss_cls": 2.1215075850486755, "decode.d0.loss_mask": 0.7990164279937744, "decode.d0.loss_dice": 1.0440812885761261, "decode.d1.loss_cls": 0.8619161695241928, "decode.d1.loss_mask": 0.705182021856308, "decode.d1.loss_dice": 0.9632243871688843, "decode.d2.loss_cls": 0.7707751542329788, "decode.d2.loss_mask": 0.6899555265903473, "decode.d2.loss_dice": 0.9384856641292572, "decode.d3.loss_cls": 0.7036199018359184, "decode.d3.loss_mask": 0.7106499969959259, "decode.d3.loss_dice": 0.9000621974468231, "decode.d4.loss_cls": 0.6796957969665527, "decode.d4.loss_mask": 0.6882479548454284, "decode.d4.loss_dice": 0.8816835761070252, "decode.d5.loss_cls": 0.6326924204826355, "decode.d5.loss_mask": 0.7052805125713348, "decode.d5.loss_dice": 0.9028230309486389, "decode.d6.loss_cls": 0.6849186033010483, "decode.d6.loss_mask": 0.6891836017370224, "decode.d6.loss_dice": 0.8935403048992157, "decode.d7.loss_cls": 0.651200769841671, "decode.d7.loss_mask": 0.6937931954860688, "decode.d7.loss_dice": 0.8944241762161255, "decode.d8.loss_cls": 0.6252438738942147, "decode.d8.loss_mask": 0.7162525922060012, "decode.d8.loss_dice": 0.9057695478200912, "time": 0.5298861503601074, "memory": 7168, "step": 57700}
{"lr": 6.6833074999430325e-06, "data_time": 0.009193348884582519, "grad_norm": 94.86738662719726, "loss": 23.076348876953126, "decode.loss_cls": 0.5175170309841632, "decode.loss_mask": 0.5788911432027817, "decode.loss_dice": 0.9820626854896546, "decode.d0.loss_cls": 2.135140907764435, "decode.d0.loss_mask": 0.6194174528121948, "decode.d0.loss_dice": 1.0687689125537871, "decode.d1.loss_cls": 0.6685740619897842, "decode.d1.loss_mask": 0.5916511446237565, "decode.d1.loss_dice": 1.0450337022542953, "decode.d2.loss_cls": 0.632685261964798, "decode.d2.loss_mask": 0.5716432631015778, "decode.d2.loss_dice": 0.9905834883451462, "decode.d3.loss_cls": 0.6262690529227257, "decode.d3.loss_mask": 0.5614978075027466, "decode.d3.loss_dice": 0.9594897836446762, "decode.d4.loss_cls": 0.5882654994726181, "decode.d4.loss_mask": 0.5671726047992707, "decode.d4.loss_dice": 0.9732544034719467, "decode.d5.loss_cls": 0.567149642109871, "decode.d5.loss_mask": 0.5644844770431519, "decode.d5.loss_dice": 0.9674986630678177, "decode.d6.loss_cls": 0.5813523545861244, "decode.d6.loss_mask": 0.5752325654029846, "decode.d6.loss_dice": 0.9803651809692383, "decode.d7.loss_cls": 0.5507758185267448, "decode.d7.loss_mask": 0.5798121005296707, "decode.d7.loss_dice": 0.9711300253868103, "decode.d8.loss_cls": 0.5110098667442798, "decode.d8.loss_mask": 0.5749700576066971, "decode.d8.loss_dice": 0.9746495813131333, "time": 0.5581693410873413, "memory": 7210, "step": 57750}
{"lr": 6.68036611909131e-06, "data_time": 0.009039711952209473, "grad_norm": 92.84257011413574, "loss": 27.074361515045165, "decode.loss_cls": 0.686291766166687, "decode.loss_mask": 0.8095790192484855, "decode.loss_dice": 0.9897633552551269, "decode.d0.loss_cls": 2.2537644624710085, "decode.d0.loss_mask": 0.8412167966365814, "decode.d0.loss_dice": 1.0948309421539306, "decode.d1.loss_cls": 0.8308795869350434, "decode.d1.loss_mask": 0.8383429616689682, "decode.d1.loss_dice": 1.0733024060726166, "decode.d2.loss_cls": 0.8070679306983948, "decode.d2.loss_mask": 0.8166776224970818, "decode.d2.loss_dice": 0.9976667106151581, "decode.d3.loss_cls": 0.7515753179788589, "decode.d3.loss_mask": 0.811114014685154, "decode.d3.loss_dice": 0.983131867647171, "decode.d4.loss_cls": 0.6952737778425216, "decode.d4.loss_mask": 0.8207699477672576, "decode.d4.loss_dice": 0.9898959428071976, "decode.d5.loss_cls": 0.7467709615826607, "decode.d5.loss_mask": 0.7823901861906052, "decode.d5.loss_dice": 0.9775072872638703, "decode.d6.loss_cls": 0.708869780600071, "decode.d6.loss_mask": 0.8081294849514962, "decode.d6.loss_dice": 0.9906263172626495, "decode.d7.loss_cls": 0.6729111209511757, "decode.d7.loss_mask": 0.802899169921875, "decode.d7.loss_dice": 0.9852228105068207, "decode.d8.loss_cls": 0.6840270549058914, "decode.d8.loss_mask": 0.8186990827322006, "decode.d8.loss_dice": 1.005163413286209, "time": 0.5555470228195191, "memory": 7183, "step": 57800}
{"lr": 6.677424594332888e-06, "data_time": 0.009107351303100586, "grad_norm": 91.6542293548584, "loss": 18.343536567687988, "decode.loss_cls": 0.5516830950975418, "decode.loss_mask": 0.4287953734397888, "decode.loss_dice": 0.6786257982254028, "decode.d0.loss_cls": 1.7178691744804382, "decode.d0.loss_mask": 0.5090969055891037, "decode.d0.loss_dice": 0.7904039800167084, "decode.d1.loss_cls": 0.6766496762633324, "decode.d1.loss_mask": 0.4623738244175911, "decode.d1.loss_dice": 0.7407379686832428, "decode.d2.loss_cls": 0.6055289134383202, "decode.d2.loss_mask": 0.4410983771085739, "decode.d2.loss_dice": 0.7110838651657104, "decode.d3.loss_cls": 0.5561276778578759, "decode.d3.loss_mask": 0.4409541696310043, "decode.d3.loss_dice": 0.7078854948282242, "decode.d4.loss_cls": 0.501708659529686, "decode.d4.loss_mask": 0.4373690754175186, "decode.d4.loss_dice": 0.6973859816789627, "decode.d5.loss_cls": 0.5100841641426086, "decode.d5.loss_mask": 0.4401825234293938, "decode.d5.loss_dice": 0.6968888968229294, "decode.d6.loss_cls": 0.5321131676435471, "decode.d6.loss_mask": 0.4335835546255112, "decode.d6.loss_dice": 0.7153854817152023, "decode.d7.loss_cls": 0.5188572362065316, "decode.d7.loss_mask": 0.43187036365270615, "decode.d7.loss_dice": 0.7068738669157029, "decode.d8.loss_cls": 0.5396507620811463, "decode.d8.loss_mask": 0.4428443118929863, "decode.d8.loss_dice": 0.7198244214057923, "time": 0.5313242673873901, "memory": 7244, "step": 57850}
{"lr": 6.6744829255902846e-06, "data_time": 0.00924699306488037, "grad_norm": 98.14004669189453, "loss": 31.468781089782716, "decode.loss_cls": 0.7640462189912796, "decode.loss_mask": 0.9010517746210098, "decode.loss_dice": 1.2524287402629852, "decode.d0.loss_cls": 2.211197245121002, "decode.d0.loss_mask": 1.0499410450458526, "decode.d0.loss_dice": 1.4905434906482697, "decode.d1.loss_cls": 0.8842548370361328, "decode.d1.loss_mask": 0.9820497393608093, "decode.d1.loss_dice": 1.3410994410514832, "decode.d2.loss_cls": 0.8051811456680298, "decode.d2.loss_mask": 0.9569792449474335, "decode.d2.loss_dice": 1.300039041042328, "decode.d3.loss_cls": 0.8204227343201638, "decode.d3.loss_mask": 0.9135463833808899, "decode.d3.loss_dice": 1.3047140657901763, "decode.d4.loss_cls": 0.7959891274571419, "decode.d4.loss_mask": 0.907217264175415, "decode.d4.loss_dice": 1.2767500221729278, "decode.d5.loss_cls": 0.7676195204257965, "decode.d5.loss_mask": 0.9073754370212554, "decode.d5.loss_dice": 1.2577611327171325, "decode.d6.loss_cls": 0.7383332177996635, "decode.d6.loss_mask": 0.9079088032245636, "decode.d6.loss_dice": 1.2432968139648437, "decode.d7.loss_cls": 0.7117148473858833, "decode.d7.loss_mask": 0.9124333202838898, "decode.d7.loss_dice": 1.2601958453655242, "decode.d8.loss_cls": 0.6869453325867653, "decode.d8.loss_mask": 0.8927592545747757, "decode.d8.loss_dice": 1.2249858260154725, "time": 0.5281104326248169, "memory": 7311, "step": 57900}
{"lr": 6.671541112785935e-06, "data_time": 0.009397506713867188, "grad_norm": 86.90264892578125, "loss": 25.778506088256837, "decode.loss_cls": 0.5821095630526543, "decode.loss_mask": 0.7108158856630326, "decode.loss_dice": 1.029094821214676, "decode.d0.loss_cls": 2.2608659982681276, "decode.d0.loss_mask": 0.7417414963245392, "decode.d0.loss_dice": 1.1317316532135009, "decode.d1.loss_cls": 0.858357660472393, "decode.d1.loss_mask": 0.7417023003101348, "decode.d1.loss_dice": 1.0720621675252915, "decode.d2.loss_cls": 0.7198401391506195, "decode.d2.loss_mask": 0.7191672265529633, "decode.d2.loss_dice": 1.0497044205665589, "decode.d3.loss_cls": 0.6871906906366348, "decode.d3.loss_mask": 0.6802580386400223, "decode.d3.loss_dice": 1.0275102853775024, "decode.d4.loss_cls": 0.6259418934583664, "decode.d4.loss_mask": 0.6792292177677155, "decode.d4.loss_dice": 1.0055897504091262, "decode.d5.loss_cls": 0.6665722280740738, "decode.d5.loss_mask": 0.7087421715259552, "decode.d5.loss_dice": 1.0014500439167022, "decode.d6.loss_cls": 0.6261754930019379, "decode.d6.loss_mask": 0.7172755241394043, "decode.d6.loss_dice": 1.0161551177501678, "decode.d7.loss_cls": 0.6153021678328514, "decode.d7.loss_mask": 0.7162420064210892, "decode.d7.loss_dice": 1.0213967472314835, "decode.d8.loss_cls": 0.6111814051866531, "decode.d8.loss_mask": 0.7219844341278077, "decode.d8.loss_dice": 1.0331155717372895, "time": 0.5315768003463746, "memory": 7196, "step": 57950}
{"lr": 6.6685991558421926e-06, "data_time": 0.009253716468811036, "grad_norm": 80.23271141052246, "loss": 24.508838367462157, "decode.loss_cls": 0.46202980875968935, "decode.loss_mask": 0.6086717784404755, "decode.loss_dice": 1.1422915130853653, "decode.d0.loss_cls": 1.8984256863594056, "decode.d0.loss_mask": 0.6981410801410675, "decode.d0.loss_dice": 1.351064097881317, "decode.d1.loss_cls": 0.6412785306572915, "decode.d1.loss_mask": 0.6605423599481582, "decode.d1.loss_dice": 1.2428835690021516, "decode.d2.loss_cls": 0.5608753025531769, "decode.d2.loss_mask": 0.6273758545517921, "decode.d2.loss_dice": 1.1841713786125183, "decode.d3.loss_cls": 0.5329993441700935, "decode.d3.loss_mask": 0.6125475645065308, "decode.d3.loss_dice": 1.1429819375276566, "decode.d4.loss_cls": 0.45877589732408525, "decode.d4.loss_mask": 0.6073355585336685, "decode.d4.loss_dice": 1.1577286630868913, "decode.d5.loss_cls": 0.470992748439312, "decode.d5.loss_mask": 0.616656818985939, "decode.d5.loss_dice": 1.1343899011611938, "decode.d6.loss_cls": 0.48144809901714325, "decode.d6.loss_mask": 0.6090858936309814, "decode.d6.loss_dice": 1.1306613713502884, "decode.d7.loss_cls": 0.4673001363873482, "decode.d7.loss_mask": 0.623815479874611, "decode.d7.loss_dice": 1.1746960520744323, "decode.d8.loss_cls": 0.44336721748113633, "decode.d8.loss_mask": 0.622966080904007, "decode.d8.loss_dice": 1.1433392763137817, "time": 0.5292901754379272, "memory": 7236, "step": 58000}
{"lr": 6.66565705468133e-06, "data_time": 0.0092393159866333, "grad_norm": 87.33375816345215, "loss": 24.979124355316163, "decode.loss_cls": 0.6351928010582923, "decode.loss_mask": 0.6308913111686707, "decode.loss_dice": 0.9951128333806991, "decode.d0.loss_cls": 2.331622564792633, "decode.d0.loss_mask": 0.7348189741373062, "decode.d0.loss_dice": 1.2136064797639847, "decode.d1.loss_cls": 0.7055169209837914, "decode.d1.loss_mask": 0.6831335097551345, "decode.d1.loss_dice": 1.1410580813884734, "decode.d2.loss_cls": 0.5923221662640572, "decode.d2.loss_mask": 0.6730056732892991, "decode.d2.loss_dice": 1.0225929021835327, "decode.d3.loss_cls": 0.6320076391100884, "decode.d3.loss_mask": 0.6534627944231033, "decode.d3.loss_dice": 0.9988463133573532, "decode.d4.loss_cls": 0.6327023550868034, "decode.d4.loss_mask": 0.6417736142873764, "decode.d4.loss_dice": 0.967705312371254, "decode.d5.loss_cls": 0.6351648762822151, "decode.d5.loss_mask": 0.6166029751300812, "decode.d5.loss_dice": 0.9759359985589982, "decode.d6.loss_cls": 0.6220412209630013, "decode.d6.loss_mask": 0.6401353105902672, "decode.d6.loss_dice": 1.0125484615564346, "decode.d7.loss_cls": 0.6476523324847221, "decode.d7.loss_mask": 0.6327307641506195, "decode.d7.loss_dice": 1.0082848787307739, "decode.d8.loss_cls": 0.6745800167322159, "decode.d8.loss_mask": 0.6341157123446465, "decode.d8.loss_dice": 0.9939609169960022, "time": 0.5562201976776123, "memory": 7305, "step": 58050}
{"lr": 6.662714809225546e-06, "data_time": 0.009448504447937012, "grad_norm": 75.0675205230713, "loss": 28.395036220550537, "decode.loss_cls": 0.701431967318058, "decode.loss_mask": 0.7295719265937806, "decode.loss_dice": 1.119753333926201, "decode.d0.loss_cls": 2.2523362755775453, "decode.d0.loss_mask": 0.8675979018211365, "decode.d0.loss_dice": 1.379209280014038, "decode.d1.loss_cls": 0.8828912079334259, "decode.d1.loss_mask": 0.7834132015705109, "decode.d1.loss_dice": 1.213135313987732, "decode.d2.loss_cls": 0.8172665014863014, "decode.d2.loss_mask": 0.772266012430191, "decode.d2.loss_dice": 1.161117896437645, "decode.d3.loss_cls": 0.7574246644973754, "decode.d3.loss_mask": 0.7429518759250641, "decode.d3.loss_dice": 1.1255400955677033, "decode.d4.loss_cls": 0.7579240530729294, "decode.d4.loss_mask": 0.7553627252578735, "decode.d4.loss_dice": 1.137214821577072, "decode.d5.loss_cls": 0.7388995885848999, "decode.d5.loss_mask": 0.7451554536819458, "decode.d5.loss_dice": 1.133947989344597, "decode.d6.loss_cls": 0.7283916935324669, "decode.d6.loss_mask": 0.7438854932785034, "decode.d6.loss_dice": 1.1636812895536424, "decode.d7.loss_cls": 0.7444661885499955, "decode.d7.loss_mask": 0.7209518730640412, "decode.d7.loss_dice": 1.1233890056610107, "decode.d8.loss_cls": 0.7312805265188217, "decode.d8.loss_mask": 0.7351267576217652, "decode.d8.loss_dice": 1.1294505149126053, "time": 0.5305316925048829, "memory": 7296, "step": 58100}
{"lr": 6.659772419396956e-06, "data_time": 0.009251022338867187, "grad_norm": 80.5351661682129, "loss": 23.81234884262085, "decode.loss_cls": 0.5901297479867935, "decode.loss_mask": 0.5517969727516174, "decode.loss_dice": 1.001940017938614, "decode.d0.loss_cls": 2.566307032108307, "decode.d0.loss_mask": 0.5834117233753204, "decode.d0.loss_dice": 1.141312712430954, "decode.d1.loss_cls": 0.7271453201770782, "decode.d1.loss_mask": 0.5526227504014969, "decode.d1.loss_dice": 1.0360978364944458, "decode.d2.loss_cls": 0.6843832403421402, "decode.d2.loss_mask": 0.552773118019104, "decode.d2.loss_dice": 1.0219964861869812, "decode.d3.loss_cls": 0.6313428729772568, "decode.d3.loss_mask": 0.5573810249567032, "decode.d3.loss_dice": 1.023965048789978, "decode.d4.loss_cls": 0.6334031194448471, "decode.d4.loss_mask": 0.5362215906381607, "decode.d4.loss_dice": 0.9691331833600998, "decode.d5.loss_cls": 0.600424948334694, "decode.d5.loss_mask": 0.5428376108407974, "decode.d5.loss_dice": 1.0015984892845153, "decode.d6.loss_cls": 0.5986388593912124, "decode.d6.loss_mask": 0.5365145981311799, "decode.d6.loss_dice": 0.9678319573402405, "decode.d7.loss_cls": 0.5734496027231216, "decode.d7.loss_mask": 0.5308599233627319, "decode.d7.loss_dice": 0.9726133197546005, "decode.d8.loss_cls": 0.5867699772119522, "decode.d8.loss_mask": 0.5416332632303238, "decode.d8.loss_dice": 0.9978127896785736, "time": 0.5581446170806885, "memory": 7276, "step": 58150}
{"lr": 6.6568298851176e-06, "data_time": 0.009319567680358886, "grad_norm": 89.71317901611329, "loss": 20.87620916366577, "decode.loss_cls": 0.5128340251743794, "decode.loss_mask": 0.5255454123020172, "decode.loss_dice": 0.8212215572595596, "decode.d0.loss_cls": 2.065560221672058, "decode.d0.loss_mask": 0.5865010172128677, "decode.d0.loss_dice": 1.0035885214805602, "decode.d1.loss_cls": 0.6514544479548932, "decode.d1.loss_mask": 0.540497288107872, "decode.d1.loss_dice": 0.8657585918903351, "decode.d2.loss_cls": 0.5392598703503608, "decode.d2.loss_mask": 0.5455250710248947, "decode.d2.loss_dice": 0.8884142905473709, "decode.d3.loss_cls": 0.5488654740154744, "decode.d3.loss_mask": 0.5322730392217636, "decode.d3.loss_dice": 0.8407403588294983, "decode.d4.loss_cls": 0.53168555945158, "decode.d4.loss_mask": 0.5462702512741089, "decode.d4.loss_dice": 0.8304177582263946, "decode.d5.loss_cls": 0.5169748693704606, "decode.d5.loss_mask": 0.5512193024158478, "decode.d5.loss_dice": 0.8215247452259063, "decode.d6.loss_cls": 0.4997140422463417, "decode.d6.loss_mask": 0.5492937505245209, "decode.d6.loss_dice": 0.8274801254272461, "decode.d7.loss_cls": 0.4942827060818672, "decode.d7.loss_mask": 0.5397701442241669, "decode.d7.loss_dice": 0.8338811725378037, "decode.d8.loss_cls": 0.5057326510548592, "decode.d8.loss_mask": 0.5335232943296433, "decode.d8.loss_dice": 0.8263991326093674, "time": 0.529838228225708, "memory": 7216, "step": 58200}
{"lr": 6.653887206309426e-06, "data_time": 0.009177923202514648, "grad_norm": 85.68002319335938, "loss": 26.07168655395508, "decode.loss_cls": 0.599554218351841, "decode.loss_mask": 0.7443624138832092, "decode.loss_dice": 1.0426277697086335, "decode.d0.loss_cls": 2.1143245458602906, "decode.d0.loss_mask": 0.83589408993721, "decode.d0.loss_dice": 1.151954472064972, "decode.d1.loss_cls": 0.7682227060198784, "decode.d1.loss_mask": 0.7608933091163635, "decode.d1.loss_dice": 1.032802677154541, "decode.d2.loss_cls": 0.6775740206241607, "decode.d2.loss_mask": 0.7823833763599396, "decode.d2.loss_dice": 1.0802702724933624, "decode.d3.loss_cls": 0.593193744122982, "decode.d3.loss_mask": 0.8231279760599136, "decode.d3.loss_dice": 1.0632348001003264, "decode.d4.loss_cls": 0.6440108641982079, "decode.d4.loss_mask": 0.7894498467445373, "decode.d4.loss_dice": 1.030695104598999, "decode.d5.loss_cls": 0.5760945618152619, "decode.d5.loss_mask": 0.782941460609436, "decode.d5.loss_dice": 1.0666666120290755, "decode.d6.loss_cls": 0.5614848107099533, "decode.d6.loss_mask": 0.7711923629045486, "decode.d6.loss_dice": 1.0449675440788269, "decode.d7.loss_cls": 0.5742177203297615, "decode.d7.loss_mask": 0.764055073261261, "decode.d7.loss_dice": 1.0318762749433517, "decode.d8.loss_cls": 0.585872596502304, "decode.d8.loss_mask": 0.752303883433342, "decode.d8.loss_dice": 1.025435921549797, "time": 0.5308059692382813, "memory": 7236, "step": 58250}
{"lr": 6.650944382894317e-06, "data_time": 0.009040236473083496, "grad_norm": 78.39584770202637, "loss": 29.449763107299805, "decode.loss_cls": 0.827567808330059, "decode.loss_mask": 0.6523627042770386, "decode.loss_dice": 1.2408079981803894, "decode.d0.loss_cls": 2.2440399050712587, "decode.d0.loss_mask": 0.7254948794841767, "decode.d0.loss_dice": 1.427951267361641, "decode.d1.loss_cls": 0.9531984880566597, "decode.d1.loss_mask": 0.6857057720422745, "decode.d1.loss_dice": 1.3513231068849563, "decode.d2.loss_cls": 0.9084689632058144, "decode.d2.loss_mask": 0.6799494951963425, "decode.d2.loss_dice": 1.3252291575074195, "decode.d3.loss_cls": 0.8287134021520615, "decode.d3.loss_mask": 0.6736680716276169, "decode.d3.loss_dice": 1.2634221702814101, "decode.d4.loss_cls": 0.8128731235861778, "decode.d4.loss_mask": 0.6736972510814667, "decode.d4.loss_dice": 1.294868142902851, "decode.d5.loss_cls": 0.8489998802542686, "decode.d5.loss_mask": 0.6682872295379638, "decode.d5.loss_dice": 1.2786483705043792, "decode.d6.loss_cls": 0.8293105348944664, "decode.d6.loss_mask": 0.6650498747825623, "decode.d6.loss_dice": 1.246707071363926, "decode.d7.loss_cls": 0.6754939153790473, "decode.d7.loss_mask": 0.686206042766571, "decode.d7.loss_dice": 1.2695364862680436, "decode.d8.loss_cls": 0.8016280233860016, "decode.d8.loss_mask": 0.6579712092876434, "decode.d8.loss_dice": 1.2525835648179053, "time": 0.5567173004150391, "memory": 7226, "step": 58300}
{"lr": 6.648001414794054e-06, "data_time": 0.00955507755279541, "grad_norm": 97.85057525634765, "loss": 27.952227306365966, "decode.loss_cls": 0.7203088402748108, "decode.loss_mask": 0.7232129067182541, "decode.loss_dice": 1.091858971118927, "decode.d0.loss_cls": 2.449252486228943, "decode.d0.loss_mask": 0.8129540264606476, "decode.d0.loss_dice": 1.3579304039478302, "decode.d1.loss_cls": 0.8622603684663772, "decode.d1.loss_mask": 0.7731629401445389, "decode.d1.loss_dice": 1.215613806247711, "decode.d2.loss_cls": 0.7909111917018891, "decode.d2.loss_mask": 0.7311718463897705, "decode.d2.loss_dice": 1.1549185901880263, "decode.d3.loss_cls": 0.7294044315814971, "decode.d3.loss_mask": 0.7262623131275177, "decode.d3.loss_dice": 1.1124257862567901, "decode.d4.loss_cls": 0.764122474193573, "decode.d4.loss_mask": 0.7228842586278915, "decode.d4.loss_dice": 1.1099101543426513, "decode.d5.loss_cls": 0.7145547598600388, "decode.d5.loss_mask": 0.719432657957077, "decode.d5.loss_dice": 1.097422033548355, "decode.d6.loss_cls": 0.6825233101844788, "decode.d6.loss_mask": 0.7187558144330979, "decode.d6.loss_dice": 1.0981854379177094, "decode.d7.loss_cls": 0.746353554725647, "decode.d7.loss_mask": 0.7090058624744415, "decode.d7.loss_dice": 1.0826689511537553, "decode.d8.loss_cls": 0.7381260961294174, "decode.d8.loss_mask": 0.7164715200662612, "decode.d8.loss_dice": 1.0801605820655822, "time": 0.5287066698074341, "memory": 7274, "step": 58350}
{"lr": 6.6450583019303644e-06, "data_time": 0.009216809272766113, "grad_norm": 90.56890029907227, "loss": 31.021903419494627, "decode.loss_cls": 0.8586097493767738, "decode.loss_mask": 0.8361544340848923, "decode.loss_dice": 1.1420120626688004, "decode.d0.loss_cls": 2.483084428310394, "decode.d0.loss_mask": 0.9886484533548355, "decode.d0.loss_dice": 1.4444495230913161, "decode.d1.loss_cls": 1.0618807196617126, "decode.d1.loss_mask": 0.8686066135764122, "decode.d1.loss_dice": 1.2367973655462265, "decode.d2.loss_cls": 0.9672929063439369, "decode.d2.loss_mask": 0.8292334347963333, "decode.d2.loss_dice": 1.176080346107483, "decode.d3.loss_cls": 0.8787619203329087, "decode.d3.loss_mask": 0.8757722333073616, "decode.d3.loss_dice": 1.168865555524826, "decode.d4.loss_cls": 0.8645382404327393, "decode.d4.loss_mask": 0.8389752402901649, "decode.d4.loss_dice": 1.1703341364860536, "decode.d5.loss_cls": 0.8735025152564049, "decode.d5.loss_mask": 0.8274482131004334, "decode.d5.loss_dice": 1.1543394774198532, "decode.d6.loss_cls": 0.8981820076704026, "decode.d6.loss_mask": 0.8107883051037789, "decode.d6.loss_dice": 1.129735803604126, "decode.d7.loss_cls": 0.8615450322628021, "decode.d7.loss_mask": 0.8209592014551162, "decode.d7.loss_dice": 1.1575140476226806, "decode.d8.loss_cls": 0.8345183566212654, "decode.d8.loss_mask": 0.8307190954685211, "decode.d8.loss_dice": 1.1325542747974395, "time": 0.5299465656280518, "memory": 7226, "step": 58400}
{"lr": 6.6421150442248706e-06, "data_time": 0.009170174598693848, "grad_norm": 92.27299041748047, "loss": 26.37171869277954, "decode.loss_cls": 0.6370301857590676, "decode.loss_mask": 0.6667059361934662, "decode.loss_dice": 1.1032981783151627, "decode.d0.loss_cls": 2.207785439491272, "decode.d0.loss_mask": 0.7183292150497437, "decode.d0.loss_dice": 1.197889471054077, "decode.d1.loss_cls": 0.897217383980751, "decode.d1.loss_mask": 0.6378056436777115, "decode.d1.loss_dice": 1.118936577439308, "decode.d2.loss_cls": 0.7924501061439514, "decode.d2.loss_mask": 0.6583799660205841, "decode.d2.loss_dice": 1.1085747569799422, "decode.d3.loss_cls": 0.7223756194114686, "decode.d3.loss_mask": 0.6826941192150116, "decode.d3.loss_dice": 1.0907954394817352, "decode.d4.loss_cls": 0.7259766571223736, "decode.d4.loss_mask": 0.6700976490974426, "decode.d4.loss_dice": 1.0865492939949035, "decode.d5.loss_cls": 0.670770338177681, "decode.d5.loss_mask": 0.6691080093383789, "decode.d5.loss_dice": 1.0979579269886017, "decode.d6.loss_cls": 0.6510458953678608, "decode.d6.loss_mask": 0.6771354436874389, "decode.d6.loss_dice": 1.0807803452014924, "decode.d7.loss_cls": 0.6656437337398529, "decode.d7.loss_mask": 0.66982661485672, "decode.d7.loss_dice": 1.057476657629013, "decode.d8.loss_cls": 0.6348662108182908, "decode.d8.loss_mask": 0.6664467692375183, "decode.d8.loss_dice": 1.10777006149292, "time": 0.5304552555084229, "memory": 7244, "step": 58450}
{"lr": 6.6391716415991215e-06, "data_time": 0.009259271621704101, "grad_norm": 96.33649139404297, "loss": 23.22645435333252, "decode.loss_cls": 0.5412349879741669, "decode.loss_mask": 0.5414942592382431, "decode.loss_dice": 1.0236959964036942, "decode.d0.loss_cls": 1.9036829948425293, "decode.d0.loss_mask": 0.5960692316293716, "decode.d0.loss_dice": 1.2160800218582153, "decode.d1.loss_cls": 0.6621847927570343, "decode.d1.loss_mask": 0.5712091773748398, "decode.d1.loss_dice": 1.1213867723941804, "decode.d2.loss_cls": 0.6242911905050278, "decode.d2.loss_mask": 0.5350469142198563, "decode.d2.loss_dice": 1.0917555928230285, "decode.d3.loss_cls": 0.5578614443540573, "decode.d3.loss_mask": 0.5345710039138794, "decode.d3.loss_dice": 1.0774246037006379, "decode.d4.loss_cls": 0.6050260663032532, "decode.d4.loss_mask": 0.5240879505872726, "decode.d4.loss_dice": 1.058901745080948, "decode.d5.loss_cls": 0.5716153681278229, "decode.d5.loss_mask": 0.5324850529432297, "decode.d5.loss_dice": 1.0743683308362961, "decode.d6.loss_cls": 0.5380887448787689, "decode.d6.loss_mask": 0.5240738391876221, "decode.d6.loss_dice": 1.051437896490097, "decode.d7.loss_cls": 0.5187533020973205, "decode.d7.loss_mask": 0.5227337568998337, "decode.d7.loss_dice": 1.029005315899849, "decode.d8.loss_cls": 0.5074955493211746, "decode.d8.loss_mask": 0.5411671280860901, "decode.d8.loss_dice": 1.029224294424057, "time": 0.5310873746871948, "memory": 7243, "step": 58500}
{"lr": 6.6362280939746e-06, "data_time": 0.009302616119384766, "grad_norm": 82.59272346496581, "loss": 30.534035873413085, "decode.loss_cls": 0.9320972472429275, "decode.loss_mask": 0.6487672567367554, "decode.loss_dice": 1.2506611883640288, "decode.d0.loss_cls": 2.5058659434318544, "decode.d0.loss_mask": 0.7287490487098693, "decode.d0.loss_dice": 1.4616633355617523, "decode.d1.loss_cls": 1.1464825689792633, "decode.d1.loss_mask": 0.7064277112483979, "decode.d1.loss_dice": 1.3696499049663544, "decode.d2.loss_cls": 1.069343590736389, "decode.d2.loss_mask": 0.6600398898124695, "decode.d2.loss_dice": 1.2759306728839874, "decode.d3.loss_cls": 0.9829318970441818, "decode.d3.loss_mask": 0.654160913825035, "decode.d3.loss_dice": 1.20842165350914, "decode.d4.loss_cls": 0.8752938061952591, "decode.d4.loss_mask": 0.6483850836753845, "decode.d4.loss_dice": 1.2394370317459107, "decode.d5.loss_cls": 0.8928450882434845, "decode.d5.loss_mask": 0.6348092079162597, "decode.d5.loss_dice": 1.258303314447403, "decode.d6.loss_cls": 0.9063365876674652, "decode.d6.loss_mask": 0.6425821393728256, "decode.d6.loss_dice": 1.2357630908489228, "decode.d7.loss_cls": 0.904595485329628, "decode.d7.loss_mask": 0.6494068175554275, "decode.d7.loss_dice": 1.242968851327896, "decode.d8.loss_cls": 0.9226693898439408, "decode.d8.loss_mask": 0.6368986129760742, "decode.d8.loss_dice": 1.2425488889217378, "time": 0.5557506084442139, "memory": 7302, "step": 58550}
{"lr": 6.633284401272683e-06, "data_time": 0.009156274795532226, "grad_norm": 79.91217575073242, "loss": 24.181871700286866, "decode.loss_cls": 0.5551551006734371, "decode.loss_mask": 0.6177153587341309, "decode.loss_dice": 0.995192003250122, "decode.d0.loss_cls": 2.0050180673599245, "decode.d0.loss_mask": 0.6744946748018265, "decode.d0.loss_dice": 1.1722884058952332, "decode.d1.loss_cls": 0.8000042751431465, "decode.d1.loss_mask": 0.6433160036802292, "decode.d1.loss_dice": 1.0748470783233643, "decode.d2.loss_cls": 0.7088648550212383, "decode.d2.loss_mask": 0.5984206140041352, "decode.d2.loss_dice": 1.0166948318481446, "decode.d3.loss_cls": 0.6557388022542, "decode.d3.loss_mask": 0.6034837603569031, "decode.d3.loss_dice": 1.000680249929428, "decode.d4.loss_cls": 0.6662001386284828, "decode.d4.loss_mask": 0.5959753066301345, "decode.d4.loss_dice": 0.9923213064670563, "decode.d5.loss_cls": 0.6443697042763233, "decode.d5.loss_mask": 0.603324955701828, "decode.d5.loss_dice": 0.9938575536012649, "decode.d6.loss_cls": 0.5993681713938713, "decode.d6.loss_mask": 0.5979865312576294, "decode.d6.loss_dice": 0.999865061044693, "decode.d7.loss_cls": 0.5716362684965134, "decode.d7.loss_mask": 0.5984510183334351, "decode.d7.loss_dice": 1.000143077969551, "decode.d8.loss_cls": 0.584982480853796, "decode.d8.loss_mask": 0.6083074033260345, "decode.d8.loss_dice": 1.0031682670116424, "time": 0.5549413681030273, "memory": 7216, "step": 58600}
{"lr": 6.630340563414681e-06, "data_time": 0.009287786483764649, "grad_norm": 78.27510795593261, "loss": 26.396615982055664, "decode.loss_cls": 0.69537054002285, "decode.loss_mask": 0.6727597579360008, "decode.loss_dice": 1.052436923980713, "decode.d0.loss_cls": 2.163108694553375, "decode.d0.loss_mask": 0.7029372945427894, "decode.d0.loss_dice": 1.2463175356388092, "decode.d1.loss_cls": 0.9857038766145706, "decode.d1.loss_mask": 0.6646493598818779, "decode.d1.loss_dice": 1.0881385862827302, "decode.d2.loss_cls": 0.785872907936573, "decode.d2.loss_mask": 0.6529582858085632, "decode.d2.loss_dice": 1.0716489672660827, "decode.d3.loss_cls": 0.7321289539337158, "decode.d3.loss_mask": 0.6628910094499588, "decode.d3.loss_dice": 1.0503103315830231, "decode.d4.loss_cls": 0.788936622440815, "decode.d4.loss_mask": 0.6712809205055237, "decode.d4.loss_dice": 1.0656370967626572, "decode.d5.loss_cls": 0.6940509349107742, "decode.d5.loss_mask": 0.6627205789089203, "decode.d5.loss_dice": 1.0833329617977143, "decode.d6.loss_cls": 0.6846357233822346, "decode.d6.loss_mask": 0.6753140181303025, "decode.d6.loss_dice": 1.0482370138168335, "decode.d7.loss_cls": 0.7030684500932693, "decode.d7.loss_mask": 0.6615337297320366, "decode.d7.loss_dice": 1.0366728633642197, "decode.d8.loss_cls": 0.6964485555887222, "decode.d8.loss_mask": 0.666350995004177, "decode.d8.loss_dice": 1.0311613291502, "time": 0.5311249256134033, "memory": 7245, "step": 58650}
{"lr": 6.627396580321824e-06, "data_time": 0.009269237518310547, "grad_norm": 85.0850673675537, "loss": 27.33358163833618, "decode.loss_cls": 0.6199983090162278, "decode.loss_mask": 0.6672422230243683, "decode.loss_dice": 1.1465007185935974, "decode.d0.loss_cls": 2.602176237106323, "decode.d0.loss_mask": 0.7788840174674988, "decode.d0.loss_dice": 1.376405766606331, "decode.d1.loss_cls": 0.755055171251297, "decode.d1.loss_mask": 0.7104895561933517, "decode.d1.loss_dice": 1.2819215595722198, "decode.d2.loss_cls": 0.7626884132623672, "decode.d2.loss_mask": 0.6825440376996994, "decode.d2.loss_dice": 1.1651225209236145, "decode.d3.loss_cls": 0.7571120649576187, "decode.d3.loss_mask": 0.6689715474843979, "decode.d3.loss_dice": 1.106571650505066, "decode.d4.loss_cls": 0.6970031440258027, "decode.d4.loss_mask": 0.6603992342948913, "decode.d4.loss_dice": 1.1082121133804321, "decode.d5.loss_cls": 0.7064154833555222, "decode.d5.loss_mask": 0.6657792627811432, "decode.d5.loss_dice": 1.0945004194974899, "decode.d6.loss_cls": 0.6839979380369187, "decode.d6.loss_mask": 0.6669125825166702, "decode.d6.loss_dice": 1.1469918817281723, "decode.d7.loss_cls": 0.6407889291644097, "decode.d7.loss_mask": 0.6689709752798081, "decode.d7.loss_dice": 1.1063457161188126, "decode.d8.loss_cls": 0.6223494470119476, "decode.d8.loss_mask": 0.6644889324903488, "decode.d8.loss_dice": 1.1187424540519715, "time": 0.5552017688751221, "memory": 7313, "step": 58700}
{"lr": 6.624452451915246e-06, "data_time": 0.009169721603393554, "grad_norm": 87.10895233154297, "loss": 24.051202535629272, "decode.loss_cls": 0.43695090636610984, "decode.loss_mask": 0.6607144325971603, "decode.loss_dice": 1.0016643598675727, "decode.d0.loss_cls": 2.1573626160621644, "decode.d0.loss_mask": 0.7227757290005684, "decode.d0.loss_dice": 1.2354682371020318, "decode.d1.loss_cls": 0.6625191405415535, "decode.d1.loss_mask": 0.6944289088249207, "decode.d1.loss_dice": 1.1038611188530922, "decode.d2.loss_cls": 0.5667211465537548, "decode.d2.loss_mask": 0.7010001674294472, "decode.d2.loss_dice": 1.0711126923561096, "decode.d3.loss_cls": 0.49969249665737153, "decode.d3.loss_mask": 0.6811751663684845, "decode.d3.loss_dice": 1.0482896089553833, "decode.d4.loss_cls": 0.5174847111105919, "decode.d4.loss_mask": 0.6793194442987442, "decode.d4.loss_dice": 1.0564598619937897, "decode.d5.loss_cls": 0.4603996276855469, "decode.d5.loss_mask": 0.674441909790039, "decode.d5.loss_dice": 1.0308881193399428, "decode.d6.loss_cls": 0.47048571780323983, "decode.d6.loss_mask": 0.6664433076977729, "decode.d6.loss_dice": 1.018971186876297, "decode.d7.loss_cls": 0.4418195366859436, "decode.d7.loss_mask": 0.6571981132030487, "decode.d7.loss_dice": 1.0186964184045793, "decode.d8.loss_cls": 0.4395433872938156, "decode.d8.loss_mask": 0.6607077673077584, "decode.d8.loss_dice": 1.0146059677004815, "time": 0.5292829751968384, "memory": 7226, "step": 58750}
{"lr": 6.6215081781160146e-06, "data_time": 0.009481573104858398, "grad_norm": 83.8849250793457, "loss": 28.793515586853026, "decode.loss_cls": 0.9156801253557205, "decode.loss_mask": 0.7642073780298233, "decode.loss_dice": 0.9597998976707458, "decode.d0.loss_cls": 2.4809196829795837, "decode.d0.loss_mask": 0.8467721849679947, "decode.d0.loss_dice": 1.1571103572845458, "decode.d1.loss_cls": 1.088376197218895, "decode.d1.loss_mask": 0.8022733241319656, "decode.d1.loss_dice": 1.0318232357501984, "decode.d2.loss_cls": 1.042334036529064, "decode.d2.loss_mask": 0.7859565585851669, "decode.d2.loss_dice": 0.9644026219844818, "decode.d3.loss_cls": 1.0294862642884255, "decode.d3.loss_mask": 0.7781352072954177, "decode.d3.loss_dice": 0.9567460715770721, "decode.d4.loss_cls": 1.001407478749752, "decode.d4.loss_mask": 0.7533181071281433, "decode.d4.loss_dice": 0.9327433407306671, "decode.d5.loss_cls": 0.9429213896393775, "decode.d5.loss_mask": 0.7439612329006196, "decode.d5.loss_dice": 0.9276631057262421, "decode.d6.loss_cls": 0.9166612789034844, "decode.d6.loss_mask": 0.7568470478057862, "decode.d6.loss_dice": 0.9530199766159058, "decode.d7.loss_cls": 0.9098258346319199, "decode.d7.loss_mask": 0.7584296345710755, "decode.d7.loss_dice": 0.9555921673774719, "decode.d8.loss_cls": 0.922094102203846, "decode.d8.loss_mask": 0.7496805787086487, "decode.d8.loss_dice": 0.9653275907039642, "time": 0.5311463832855224, "memory": 7246, "step": 58800}
{"lr": 6.618563758845109e-06, "data_time": 0.009321451187133789, "grad_norm": 94.39537773132324, "loss": 30.83253231048584, "decode.loss_cls": 0.6493502251803875, "decode.loss_mask": 0.9468171566724777, "decode.loss_dice": 1.2390916138887405, "decode.d0.loss_cls": 2.4590159714221955, "decode.d0.loss_mask": 1.0590676069259644, "decode.d0.loss_dice": 1.3500799000263215, "decode.d1.loss_cls": 0.8188331987708807, "decode.d1.loss_mask": 0.9880923688411712, "decode.d1.loss_dice": 1.285343599319458, "decode.d2.loss_cls": 0.7530535884201527, "decode.d2.loss_mask": 0.9330488801002502, "decode.d2.loss_dice": 1.2581414967775344, "decode.d3.loss_cls": 0.7099154971539974, "decode.d3.loss_mask": 0.929294890165329, "decode.d3.loss_dice": 1.2470278650522233, "decode.d4.loss_cls": 0.6698556527495384, "decode.d4.loss_mask": 0.9376699835062027, "decode.d4.loss_dice": 1.2554715037345887, "decode.d5.loss_cls": 0.6400619633495808, "decode.d5.loss_mask": 0.9472587168216705, "decode.d5.loss_dice": 1.263646560907364, "decode.d6.loss_cls": 0.6700573477894067, "decode.d6.loss_mask": 0.9236792296171188, "decode.d6.loss_dice": 1.2457206845283508, "decode.d7.loss_cls": 0.6700990568846464, "decode.d7.loss_mask": 0.9331102669239044, "decode.d7.loss_dice": 1.211094868183136, "decode.d8.loss_cls": 0.6607084900140763, "decode.d8.loss_mask": 0.9399334728717804, "decode.d8.loss_dice": 1.2379910081624985, "time": 0.5832017660140991, "memory": 7216, "step": 58850}
{"lr": 6.615619194023433e-06, "data_time": 0.009224224090576171, "grad_norm": 80.90651016235351, "loss": 20.022491884231567, "decode.loss_cls": 0.38067702390253544, "decode.loss_mask": 0.5616644740104675, "decode.loss_dice": 0.8372690737247467, "decode.d0.loss_cls": 1.7858514368534089, "decode.d0.loss_mask": 0.6616026550531388, "decode.d0.loss_dice": 0.9934144943952561, "decode.d1.loss_cls": 0.524393367767334, "decode.d1.loss_mask": 0.6403998538851738, "decode.d1.loss_dice": 0.9216370940208435, "decode.d2.loss_cls": 0.47934666387736796, "decode.d2.loss_mask": 0.5734871491789818, "decode.d2.loss_dice": 0.8312192723155022, "decode.d3.loss_cls": 0.4509233865886927, "decode.d3.loss_mask": 0.5834962859749794, "decode.d3.loss_dice": 0.8273813098669052, "decode.d4.loss_cls": 0.40301092378795145, "decode.d4.loss_mask": 0.5748818129301071, "decode.d4.loss_dice": 0.8266280978918076, "decode.d5.loss_cls": 0.43866852298378944, "decode.d5.loss_mask": 0.5672386839985848, "decode.d5.loss_dice": 0.8288712695240974, "decode.d6.loss_cls": 0.4033691309392452, "decode.d6.loss_mask": 0.5684057831764221, "decode.d6.loss_dice": 0.8251003831624985, "decode.d7.loss_cls": 0.3861402474343777, "decode.d7.loss_mask": 0.5625494688749313, "decode.d7.loss_dice": 0.8240596294403076, "decode.d8.loss_cls": 0.38725326471030713, "decode.d8.loss_mask": 0.5554168060421943, "decode.d8.loss_dice": 0.8181354269385338, "time": 0.5306189298629761, "memory": 7194, "step": 58900}
{"lr": 6.612674483571798e-06, "data_time": 0.009302949905395508, "grad_norm": 85.88219451904297, "loss": 28.802479553222657, "decode.loss_cls": 0.7218508392572403, "decode.loss_mask": 0.8075184255838395, "decode.loss_dice": 1.1190396189689635, "decode.d0.loss_cls": 2.290946865081787, "decode.d0.loss_mask": 0.9417913138866425, "decode.d0.loss_dice": 1.4006906569004058, "decode.d1.loss_cls": 0.8340869754552841, "decode.d1.loss_mask": 0.8428044229745865, "decode.d1.loss_dice": 1.2997647166252135, "decode.d2.loss_cls": 0.6810308039188385, "decode.d2.loss_mask": 0.8168466717004776, "decode.d2.loss_dice": 1.2251297950744628, "decode.d3.loss_cls": 0.6682594895362854, "decode.d3.loss_mask": 0.807293713092804, "decode.d3.loss_dice": 1.1862151384353639, "decode.d4.loss_cls": 0.7067022666335105, "decode.d4.loss_mask": 0.8057696938514709, "decode.d4.loss_dice": 1.1734248280525208, "decode.d5.loss_cls": 0.6896777421236038, "decode.d5.loss_mask": 0.8093080222606659, "decode.d5.loss_dice": 1.1771307945251466, "decode.d6.loss_cls": 0.7059011399745941, "decode.d6.loss_mask": 0.8035853743553162, "decode.d6.loss_dice": 1.1241307020187379, "decode.d7.loss_cls": 0.6567980706691742, "decode.d7.loss_mask": 0.7929730832576751, "decode.d7.loss_dice": 1.1093375504016876, "decode.d8.loss_cls": 0.6574115961790085, "decode.d8.loss_mask": 0.8078919082880021, "decode.d8.loss_dice": 1.1391672372817994, "time": 0.5303021192550659, "memory": 7261, "step": 58950}
{"lr": 6.6097296274109385e-06, "data_time": 0.009323668479919434, "grad_norm": 79.32583541870117, "loss": 22.447940254211424, "decode.loss_cls": 0.39728241935372355, "decode.loss_mask": 0.7152270495891571, "decode.loss_dice": 0.8926387548446655, "decode.d0.loss_cls": 2.083197283744812, "decode.d0.loss_mask": 0.751450952887535, "decode.d0.loss_dice": 1.0379041746258735, "decode.d1.loss_cls": 0.49337645471096037, "decode.d1.loss_mask": 0.7324402272701264, "decode.d1.loss_dice": 0.9980256855487823, "decode.d2.loss_cls": 0.544964736700058, "decode.d2.loss_mask": 0.689640897512436, "decode.d2.loss_dice": 0.9553925633430481, "decode.d3.loss_cls": 0.48106877207756044, "decode.d3.loss_mask": 0.7285930901765824, "decode.d3.loss_dice": 0.928099250793457, "decode.d4.loss_cls": 0.44500595703721046, "decode.d4.loss_mask": 0.687741819024086, "decode.d4.loss_dice": 0.8776622325181961, "decode.d5.loss_cls": 0.42338551878929137, "decode.d5.loss_mask": 0.688886559009552, "decode.d5.loss_dice": 0.8596663802862168, "decode.d6.loss_cls": 0.4231561943888664, "decode.d6.loss_mask": 0.7070884555578232, "decode.d6.loss_dice": 0.8827885687351227, "decode.d7.loss_cls": 0.39577474221587183, "decode.d7.loss_mask": 0.7287722736597061, "decode.d7.loss_dice": 0.8780792236328125, "decode.d8.loss_cls": 0.39796447530388834, "decode.d8.loss_mask": 0.7184020012617112, "decode.d8.loss_dice": 0.9042639464139939, "time": 0.532709789276123, "memory": 7286, "step": 59000}
{"lr": 6.606784625461506e-06, "data_time": 0.009442663192749024, "grad_norm": 76.73167877197265, "loss": 21.254777812957762, "decode.loss_cls": 0.6048126742243767, "decode.loss_mask": 0.4771985650062561, "decode.loss_dice": 0.8188414961099625, "decode.d0.loss_cls": 2.1742149233818053, "decode.d0.loss_mask": 0.5300519645214081, "decode.d0.loss_dice": 1.0167075872421265, "decode.d1.loss_cls": 0.8035618811845779, "decode.d1.loss_mask": 0.48521062433719636, "decode.d1.loss_dice": 0.8957537904381752, "decode.d2.loss_cls": 0.7173707693815231, "decode.d2.loss_mask": 0.4760428979992867, "decode.d2.loss_dice": 0.8663760215044022, "decode.d3.loss_cls": 0.6060255348682404, "decode.d3.loss_mask": 0.4796317607164383, "decode.d3.loss_dice": 0.8515429347753525, "decode.d4.loss_cls": 0.6089345693588257, "decode.d4.loss_mask": 0.47597419321537016, "decode.d4.loss_dice": 0.8387495175004005, "decode.d5.loss_cls": 0.6197222232818603, "decode.d5.loss_mask": 0.47868766635656357, "decode.d5.loss_dice": 0.8339082062244415, "decode.d6.loss_cls": 0.5594199597835541, "decode.d6.loss_mask": 0.4745630890130997, "decode.d6.loss_dice": 0.8503404065966607, "decode.d7.loss_cls": 0.5559501782059669, "decode.d7.loss_mask": 0.46723058074712753, "decode.d7.loss_dice": 0.8256721466779708, "decode.d8.loss_cls": 0.5711158454418183, "decode.d8.loss_mask": 0.462606880068779, "decode.d8.loss_dice": 0.8285591721534729, "time": 0.5298009157180786, "memory": 7220, "step": 59050}
{"lr": 6.603839477644066e-06, "data_time": 0.009609317779541016, "grad_norm": 93.62323150634765, "loss": 24.460595035552977, "decode.loss_cls": 0.5518303237855434, "decode.loss_mask": 0.8617342054843903, "decode.loss_dice": 0.8536042645573616, "decode.d0.loss_cls": 1.7210289537906647, "decode.d0.loss_mask": 0.9216256499290466, "decode.d0.loss_dice": 0.9269059509038925, "decode.d1.loss_cls": 0.6642289035022259, "decode.d1.loss_mask": 0.9112164855003357, "decode.d1.loss_dice": 0.9465625286102295, "decode.d2.loss_cls": 0.5405097551643848, "decode.d2.loss_mask": 0.8965934544801712, "decode.d2.loss_dice": 0.8818274080753327, "decode.d3.loss_cls": 0.5538482666015625, "decode.d3.loss_mask": 0.8851877957582474, "decode.d3.loss_dice": 0.8766517713665962, "decode.d4.loss_cls": 0.5592296756803989, "decode.d4.loss_mask": 0.8838617980480195, "decode.d4.loss_dice": 0.8635881990194321, "decode.d5.loss_cls": 0.531904972344637, "decode.d5.loss_mask": 0.8900162905454636, "decode.d5.loss_dice": 0.8720782205462456, "decode.d6.loss_cls": 0.5665944322943688, "decode.d6.loss_mask": 0.8835775882005692, "decode.d6.loss_dice": 0.8649519234895706, "decode.d7.loss_cls": 0.5420579873025417, "decode.d7.loss_mask": 0.8880345761775971, "decode.d7.loss_dice": 0.8518675565719604, "decode.d8.loss_cls": 0.5496867924928666, "decode.d8.loss_mask": 0.857403713464737, "decode.d8.loss_dice": 0.862385356426239, "time": 0.5296614170074463, "memory": 7254, "step": 59100}
{"lr": 6.600894183879109e-06, "data_time": 0.00918276309967041, "grad_norm": 81.96457939147949, "loss": 26.515711116790772, "decode.loss_cls": 0.5649434506893158, "decode.loss_mask": 0.5778706997632981, "decode.loss_dice": 1.1691180169582367, "decode.d0.loss_cls": 2.4312271595001222, "decode.d0.loss_mask": 0.6446583330631256, "decode.d0.loss_dice": 1.4859050989151001, "decode.d1.loss_cls": 0.8929841369390488, "decode.d1.loss_mask": 0.5929622530937195, "decode.d1.loss_dice": 1.2760325968265533, "decode.d2.loss_cls": 0.7381200909614563, "decode.d2.loss_mask": 0.5892219811677932, "decode.d2.loss_dice": 1.2681564092636108, "decode.d3.loss_cls": 0.6809633553028107, "decode.d3.loss_mask": 0.5809882745146752, "decode.d3.loss_dice": 1.2144628405570983, "decode.d4.loss_cls": 0.6197427913546563, "decode.d4.loss_mask": 0.5804695203900337, "decode.d4.loss_dice": 1.154703676700592, "decode.d5.loss_cls": 0.6220046579837799, "decode.d5.loss_mask": 0.574814185500145, "decode.d5.loss_dice": 1.1758519947528838, "decode.d6.loss_cls": 0.6291491284966468, "decode.d6.loss_mask": 0.5660468101501465, "decode.d6.loss_dice": 1.154442149400711, "decode.d7.loss_cls": 0.6374024614691735, "decode.d7.loss_mask": 0.57996606528759, "decode.d7.loss_dice": 1.1622231960296632, "decode.d8.loss_cls": 0.5673322841525078, "decode.d8.loss_mask": 0.5810296714305878, "decode.d8.loss_dice": 1.2029189467430115, "time": 0.5551958799362182, "memory": 7259, "step": 59150}
{"lr": 6.597948744087035e-06, "data_time": 0.009149599075317382, "grad_norm": 91.85924224853515, "loss": 24.5387845993042, "decode.loss_cls": 0.6196686834096908, "decode.loss_mask": 0.6843068346381187, "decode.loss_dice": 0.9313619256019592, "decode.d0.loss_cls": 2.053793478012085, "decode.d0.loss_mask": 0.7049220919609069, "decode.d0.loss_dice": 1.1127251446247102, "decode.d1.loss_cls": 0.8046075165271759, "decode.d1.loss_mask": 0.6910020887851716, "decode.d1.loss_dice": 1.0186513900756835, "decode.d2.loss_cls": 0.6564455151557922, "decode.d2.loss_mask": 0.6957145959138871, "decode.d2.loss_dice": 1.002953678369522, "decode.d3.loss_cls": 0.637441286444664, "decode.d3.loss_mask": 0.6984585866332054, "decode.d3.loss_dice": 0.9873453855514527, "decode.d4.loss_cls": 0.5698497802019119, "decode.d4.loss_mask": 0.6676644265651703, "decode.d4.loss_dice": 1.0009898126125336, "decode.d5.loss_cls": 0.6339308679103851, "decode.d5.loss_mask": 0.6658450782299041, "decode.d5.loss_dice": 0.9876212000846862, "decode.d6.loss_cls": 0.5778168320655823, "decode.d6.loss_mask": 0.6619811654090881, "decode.d6.loss_dice": 0.9581668496131897, "decode.d7.loss_cls": 0.5800179451704025, "decode.d7.loss_mask": 0.6702497512102127, "decode.d7.loss_dice": 0.9792030036449433, "decode.d8.loss_cls": 0.6721439599990845, "decode.d8.loss_mask": 0.6614148378372192, "decode.d8.loss_dice": 0.9524910748004913, "time": 0.5287482738494873, "memory": 7277, "step": 59200}
{"lr": 6.595003158188168e-06, "data_time": 0.009368419647216797, "grad_norm": 78.9964542388916, "loss": 31.69062523841858, "decode.loss_cls": 0.8075554206967354, "decode.loss_mask": 0.8787085607647895, "decode.loss_dice": 1.30084048807621, "decode.d0.loss_cls": 2.334862267971039, "decode.d0.loss_mask": 0.915766604244709, "decode.d0.loss_dice": 1.470224591344595, "decode.d1.loss_cls": 0.9280065923929215, "decode.d1.loss_mask": 0.9172090947628021, "decode.d1.loss_dice": 1.41139582619071, "decode.d2.loss_cls": 0.8550526008009911, "decode.d2.loss_mask": 0.9005409091711044, "decode.d2.loss_dice": 1.342070184648037, "decode.d3.loss_cls": 0.7972122058272362, "decode.d3.loss_mask": 0.865121665596962, "decode.d3.loss_dice": 1.3165039360523223, "decode.d4.loss_cls": 0.7876668602228165, "decode.d4.loss_mask": 0.8738124787807464, "decode.d4.loss_dice": 1.2951940551400185, "decode.d5.loss_cls": 0.8486711844801903, "decode.d5.loss_mask": 0.8495385363698006, "decode.d5.loss_dice": 1.2485779620707036, "decode.d6.loss_cls": 0.8629031956195832, "decode.d6.loss_mask": 0.8428042814135551, "decode.d6.loss_dice": 1.236669199168682, "decode.d7.loss_cls": 0.8381461560726166, "decode.d7.loss_mask": 0.8391361027956009, "decode.d7.loss_dice": 1.2279847137629987, "decode.d8.loss_cls": 0.774149663746357, "decode.d8.loss_mask": 0.8545425638556481, "decode.d8.loss_dice": 1.26975569576025, "time": 0.5305784225463868, "memory": 7264, "step": 59250}
{"lr": 6.592057426102744e-06, "data_time": 0.009436321258544923, "grad_norm": 85.39600143432617, "loss": 25.74635591506958, "decode.loss_cls": 0.6007629245519638, "decode.loss_mask": 0.6727604478597641, "decode.loss_dice": 1.1470674633979798, "decode.d0.loss_cls": 2.046384871006012, "decode.d0.loss_mask": 0.755157333612442, "decode.d0.loss_dice": 1.2629902690649033, "decode.d1.loss_cls": 0.662678849697113, "decode.d1.loss_mask": 0.6911624670028687, "decode.d1.loss_dice": 1.1963910579681396, "decode.d2.loss_cls": 0.5948424205183983, "decode.d2.loss_mask": 0.6671625375747681, "decode.d2.loss_dice": 1.1352554261684418, "decode.d3.loss_cls": 0.6224552243947983, "decode.d3.loss_mask": 0.6634833186864852, "decode.d3.loss_dice": 1.1325630217790603, "decode.d4.loss_cls": 0.5246680364012718, "decode.d4.loss_mask": 0.6767918556928635, "decode.d4.loss_dice": 1.1508683204650878, "decode.d5.loss_cls": 0.6013120755553245, "decode.d5.loss_mask": 0.6713719189167022, "decode.d5.loss_dice": 1.1288413792848586, "decode.d6.loss_cls": 0.5539820849895477, "decode.d6.loss_mask": 0.6697519421577454, "decode.d6.loss_dice": 1.1323912411928176, "decode.d7.loss_cls": 0.5374497562646866, "decode.d7.loss_mask": 0.6725998729467392, "decode.d7.loss_dice": 1.1413820415735245, "decode.d8.loss_cls": 0.5835881769657135, "decode.d8.loss_mask": 0.6854636013507843, "decode.d8.loss_dice": 1.1647765934467316, "time": 0.5282366514205933, "memory": 7223, "step": 59300}
{"lr": 6.589111547750921e-06, "data_time": 0.009248590469360352, "grad_norm": 82.17519073486328, "loss": 31.043178367614747, "decode.loss_cls": 0.8528322413563728, "decode.loss_mask": 0.623921075463295, "decode.loss_dice": 1.337738063931465, "decode.d0.loss_cls": 2.6686267495155334, "decode.d0.loss_mask": 0.7090167850255966, "decode.d0.loss_dice": 1.587209239602089, "decode.d1.loss_cls": 0.9901965677738189, "decode.d1.loss_mask": 0.701728293299675, "decode.d1.loss_dice": 1.5478504776954651, "decode.d2.loss_cls": 0.8184271067380905, "decode.d2.loss_mask": 0.6964079469442368, "decode.d2.loss_dice": 1.4455931544303895, "decode.d3.loss_cls": 0.8704772844910622, "decode.d3.loss_mask": 0.6119505524635315, "decode.d3.loss_dice": 1.3255207896232606, "decode.d4.loss_cls": 0.851655027270317, "decode.d4.loss_mask": 0.6288042843341828, "decode.d4.loss_dice": 1.3500792145729066, "decode.d5.loss_cls": 0.8707144588232041, "decode.d5.loss_mask": 0.6244566917419434, "decode.d5.loss_dice": 1.3613658159971238, "decode.d6.loss_cls": 0.8877374902367592, "decode.d6.loss_mask": 0.6227670103311539, "decode.d6.loss_dice": 1.3193379074335099, "decode.d7.loss_cls": 0.9369032993912697, "decode.d7.loss_mask": 0.6167117625474929, "decode.d7.loss_dice": 1.3532599538564682, "decode.d8.loss_cls": 0.8673664823174476, "decode.d8.loss_mask": 0.622544452548027, "decode.d8.loss_dice": 1.341976734995842, "time": 0.5293187379837037, "memory": 7251, "step": 59350}
{"lr": 6.586165523052767e-06, "data_time": 0.009380531311035157, "grad_norm": 89.62193298339844, "loss": 31.338901901245116, "decode.loss_cls": 0.8148488253355026, "decode.loss_mask": 0.9744749933481216, "decode.loss_dice": 1.1452068090438843, "decode.d0.loss_cls": 2.4355628967285154, "decode.d0.loss_mask": 0.9340104669332504, "decode.d0.loss_dice": 1.2673750519752502, "decode.d1.loss_cls": 0.9097008496522904, "decode.d1.loss_mask": 0.9806613266468048, "decode.d1.loss_dice": 1.2320913255214692, "decode.d2.loss_cls": 0.8870816230773926, "decode.d2.loss_mask": 0.9879615575075149, "decode.d2.loss_dice": 1.1573096454143523, "decode.d3.loss_cls": 0.8670829728245735, "decode.d3.loss_mask": 0.9353548288345337, "decode.d3.loss_dice": 1.129274022579193, "decode.d4.loss_cls": 0.829625815153122, "decode.d4.loss_mask": 0.9599955141544342, "decode.d4.loss_dice": 1.1318424880504607, "decode.d5.loss_cls": 0.8181891545653344, "decode.d5.loss_mask": 1.0167597442865373, "decode.d5.loss_dice": 1.1737504303455353, "decode.d6.loss_cls": 0.8105536863207817, "decode.d6.loss_mask": 0.9456913471221924, "decode.d6.loss_dice": 1.142313802242279, "decode.d7.loss_cls": 0.8109041407704354, "decode.d7.loss_mask": 0.9374422699213028, "decode.d7.loss_dice": 1.1363806545734405, "decode.d8.loss_cls": 0.8850023984909058, "decode.d8.loss_mask": 0.930449229478836, "decode.d8.loss_dice": 1.152004486322403, "time": 0.5297192811965943, "memory": 7204, "step": 59400}
{"lr": 6.583219351928266e-06, "data_time": 0.009418654441833495, "grad_norm": 80.44839019775391, "loss": 21.891590690612794, "decode.loss_cls": 0.47136544436216354, "decode.loss_mask": 0.6558995246887207, "decode.loss_dice": 0.849252849817276, "decode.d0.loss_cls": 1.830241757631302, "decode.d0.loss_mask": 0.7071471273899078, "decode.d0.loss_dice": 1.0419217705726624, "decode.d1.loss_cls": 0.6278696820139885, "decode.d1.loss_mask": 0.6564191460609436, "decode.d1.loss_dice": 0.8954765737056732, "decode.d2.loss_cls": 0.5072621688246727, "decode.d2.loss_mask": 0.6771522372961044, "decode.d2.loss_dice": 0.8960882127285004, "decode.d3.loss_cls": 0.5776424154639244, "decode.d3.loss_mask": 0.6614674180746078, "decode.d3.loss_dice": 0.8533899188041687, "decode.d4.loss_cls": 0.48478752821683885, "decode.d4.loss_mask": 0.6753807187080383, "decode.d4.loss_dice": 0.8674970507621765, "decode.d5.loss_cls": 0.5033890441060066, "decode.d5.loss_mask": 0.6592556864023209, "decode.d5.loss_dice": 0.8413794338703156, "decode.d6.loss_cls": 0.4904342174530029, "decode.d6.loss_mask": 0.6577103942632675, "decode.d6.loss_dice": 0.8508837103843689, "decode.d7.loss_cls": 0.4778980612754822, "decode.d7.loss_mask": 0.6498042851686477, "decode.d7.loss_dice": 0.8631020545959472, "decode.d8.loss_cls": 0.4525150120258331, "decode.d8.loss_mask": 0.6524724543094635, "decode.d8.loss_dice": 0.8564845263957978, "time": 0.5305263519287109, "memory": 7217, "step": 59450}
{"lr": 6.5802730342973295e-06, "data_time": 0.009346890449523925, "grad_norm": 81.99381561279297, "loss": 27.302028465270997, "decode.loss_cls": 0.6365941777825356, "decode.loss_mask": 0.7312312513589859, "decode.loss_dice": 1.026456755399704, "decode.d0.loss_cls": 2.3256237626075746, "decode.d0.loss_mask": 0.8860115468502044, "decode.d0.loss_dice": 1.2616502225399018, "decode.d1.loss_cls": 0.9784549623727798, "decode.d1.loss_mask": 0.7955258011817932, "decode.d1.loss_dice": 1.1698757231235504, "decode.d2.loss_cls": 0.8479568868875503, "decode.d2.loss_mask": 0.7466839909553528, "decode.d2.loss_dice": 1.0430471539497375, "decode.d3.loss_cls": 0.768377660214901, "decode.d3.loss_mask": 0.7786509454250335, "decode.d3.loss_dice": 1.0514169931411743, "decode.d4.loss_cls": 0.690290305018425, "decode.d4.loss_mask": 0.7651054114103317, "decode.d4.loss_dice": 1.059693729877472, "decode.d5.loss_cls": 0.7080241203308105, "decode.d5.loss_mask": 0.7346710294485093, "decode.d5.loss_dice": 1.027644729614258, "decode.d6.loss_cls": 0.6539727926254273, "decode.d6.loss_mask": 0.7460228204727173, "decode.d6.loss_dice": 1.04361589550972, "decode.d7.loss_cls": 0.6695217609405517, "decode.d7.loss_mask": 0.729643177986145, "decode.d7.loss_dice": 1.0226577877998353, "decode.d8.loss_cls": 0.6449477419257164, "decode.d8.loss_mask": 0.7322832673788071, "decode.d8.loss_dice": 1.0263759315013885, "time": 0.5276264429092408, "memory": 7206, "step": 59500}
{"lr": 6.5773265700797695e-06, "data_time": 0.009261012077331543, "grad_norm": 89.1249340057373, "loss": 28.77614870071411, "decode.loss_cls": 0.7550780802965165, "decode.loss_mask": 0.744504326581955, "decode.loss_dice": 1.1540260821580888, "decode.d0.loss_cls": 2.4798260927200317, "decode.d0.loss_mask": 0.7849360018968582, "decode.d0.loss_dice": 1.3513694047927856, "decode.d1.loss_cls": 0.8889636307954788, "decode.d1.loss_mask": 0.7735024929046631, "decode.d1.loss_dice": 1.2272846281528473, "decode.d2.loss_cls": 0.7992280632257461, "decode.d2.loss_mask": 0.7708495557308197, "decode.d2.loss_dice": 1.2203056067228317, "decode.d3.loss_cls": 0.8031888335943222, "decode.d3.loss_mask": 0.7523439526557922, "decode.d3.loss_dice": 1.1165551513433456, "decode.d4.loss_cls": 0.8098103791475296, "decode.d4.loss_mask": 0.7470873862504959, "decode.d4.loss_dice": 1.133126077055931, "decode.d5.loss_cls": 0.7570172071456909, "decode.d5.loss_mask": 0.7376829117536545, "decode.d5.loss_dice": 1.109313029050827, "decode.d6.loss_cls": 0.6819385439157486, "decode.d6.loss_mask": 0.7604516863822937, "decode.d6.loss_dice": 1.156386911869049, "decode.d7.loss_cls": 0.7302335351705551, "decode.d7.loss_mask": 0.7613957554101944, "decode.d7.loss_dice": 1.118444487452507, "decode.d8.loss_cls": 0.7529001891613006, "decode.d8.loss_mask": 0.7482111364603042, "decode.d8.loss_dice": 1.1501878917217254, "time": 0.5269112348556518, "memory": 7243, "step": 59550}
{"lr": 6.574379959195326e-06, "data_time": 0.00929877758026123, "grad_norm": 91.12339057922364, "loss": 25.697382164001464, "decode.loss_cls": 0.5674039721488953, "decode.loss_mask": 0.6998254060745239, "decode.loss_dice": 1.0146921902894974, "decode.d0.loss_cls": 2.2295935273170473, "decode.d0.loss_mask": 0.7427068918943405, "decode.d0.loss_dice": 1.160251685976982, "decode.d1.loss_cls": 0.8482691675424576, "decode.d1.loss_mask": 0.7347529858350754, "decode.d1.loss_dice": 1.1380943804979324, "decode.d2.loss_cls": 0.6631335347890854, "decode.d2.loss_mask": 0.7376418948173523, "decode.d2.loss_dice": 1.068176692724228, "decode.d3.loss_cls": 0.6732515782117844, "decode.d3.loss_mask": 0.6884268879890442, "decode.d3.loss_dice": 1.028358455002308, "decode.d4.loss_cls": 0.6317759528756142, "decode.d4.loss_mask": 0.7276130974292755, "decode.d4.loss_dice": 1.059805156290531, "decode.d5.loss_cls": 0.5934380531311035, "decode.d5.loss_mask": 0.7236582398414612, "decode.d5.loss_dice": 1.047251182794571, "decode.d6.loss_cls": 0.5963089808821678, "decode.d6.loss_mask": 0.7076039224863052, "decode.d6.loss_dice": 1.0300846338272094, "decode.d7.loss_cls": 0.5987893998622894, "decode.d7.loss_mask": 0.688039880990982, "decode.d7.loss_dice": 1.0193051919341087, "decode.d8.loss_cls": 0.5654576241970062, "decode.d8.loss_mask": 0.7029178738594055, "decode.d8.loss_dice": 1.0107529059052467, "time": 0.5289231777191162, "memory": 7338, "step": 59600}
{"lr": 6.571433201563651e-06, "data_time": 0.009303617477416991, "grad_norm": 90.60496520996094, "loss": 25.403282833099365, "decode.loss_cls": 0.6166999831795692, "decode.loss_mask": 0.6503786236047745, "decode.loss_dice": 0.9576719224452972, "decode.d0.loss_cls": 2.3387220025062563, "decode.d0.loss_mask": 0.7686613976955414, "decode.d0.loss_dice": 1.11954927444458, "decode.d1.loss_cls": 0.7873690575361252, "decode.d1.loss_mask": 0.7383712470531464, "decode.d1.loss_dice": 1.0224035382270813, "decode.d2.loss_cls": 0.7140175014734268, "decode.d2.loss_mask": 0.7043753683567047, "decode.d2.loss_dice": 1.0292188942432403, "decode.d3.loss_cls": 0.712388426065445, "decode.d3.loss_mask": 0.7030004113912582, "decode.d3.loss_dice": 1.008243191242218, "decode.d4.loss_cls": 0.7031625121831894, "decode.d4.loss_mask": 0.6717349261045455, "decode.d4.loss_dice": 1.0134594023227692, "decode.d5.loss_cls": 0.6668250083923339, "decode.d5.loss_mask": 0.6584248185157776, "decode.d5.loss_dice": 0.9875002384185791, "decode.d6.loss_cls": 0.6628771305084229, "decode.d6.loss_mask": 0.6410204529762268, "decode.d6.loss_dice": 0.9751533091068267, "decode.d7.loss_cls": 0.6846393555402756, "decode.d7.loss_mask": 0.6347415685653687, "decode.d7.loss_dice": 0.9772565573453903, "decode.d8.loss_cls": 0.6173990666866302, "decode.d8.loss_mask": 0.6538244366645813, "decode.d8.loss_dice": 0.9841932207345963, "time": 0.531100058555603, "memory": 7187, "step": 59650}
{"lr": 6.568486297104316e-06, "data_time": 0.009229040145874024, "grad_norm": 86.65791168212891, "loss": 29.29933910369873, "decode.loss_cls": 0.7713961839675904, "decode.loss_mask": 0.7505235582590103, "decode.loss_dice": 1.1279030650854112, "decode.d0.loss_cls": 2.4849509954452516, "decode.d0.loss_mask": 0.7851173609495163, "decode.d0.loss_dice": 1.3815322726964951, "decode.d1.loss_cls": 0.9417195498943329, "decode.d1.loss_mask": 0.8267419368028641, "decode.d1.loss_dice": 1.3066863030195237, "decode.d2.loss_cls": 0.8064670652151108, "decode.d2.loss_mask": 0.784722062945366, "decode.d2.loss_dice": 1.2049984961748124, "decode.d3.loss_cls": 0.7732918590307236, "decode.d3.loss_mask": 0.7775855123996734, "decode.d3.loss_dice": 1.1796106219291687, "decode.d4.loss_cls": 0.7890608221292496, "decode.d4.loss_mask": 0.762255734205246, "decode.d4.loss_dice": 1.179578423500061, "decode.d5.loss_cls": 0.7837341666221619, "decode.d5.loss_mask": 0.7527766734361648, "decode.d5.loss_dice": 1.148367789387703, "decode.d6.loss_cls": 0.7705880731344223, "decode.d6.loss_mask": 0.7434285074472428, "decode.d6.loss_dice": 1.1697816371917724, "decode.d7.loss_cls": 0.7404371917247772, "decode.d7.loss_mask": 0.7371552228927613, "decode.d7.loss_dice": 1.1440973728895187, "decode.d8.loss_cls": 0.7560708731412887, "decode.d8.loss_mask": 0.7556447356939315, "decode.d8.loss_dice": 1.1631143063306808, "time": 0.5825888395309449, "memory": 7260, "step": 59700}
{"lr": 6.565539245736803e-06, "data_time": 0.009418439865112305, "grad_norm": 85.52380981445313, "loss": 27.35302600860596, "decode.loss_cls": 0.6134779244661331, "decode.loss_mask": 0.7827825427055359, "decode.loss_dice": 1.073187118768692, "decode.d0.loss_cls": 2.2640191435813906, "decode.d0.loss_mask": 0.8390369415283203, "decode.d0.loss_dice": 1.2156670957803726, "decode.d1.loss_cls": 0.8209195971488953, "decode.d1.loss_mask": 0.7936267852783203, "decode.d1.loss_dice": 1.1392674803733827, "decode.d2.loss_cls": 0.8276136487722396, "decode.d2.loss_mask": 0.7957334727048874, "decode.d2.loss_dice": 1.1103881567716598, "decode.d3.loss_cls": 0.7137822419404983, "decode.d3.loss_mask": 0.7564544022083283, "decode.d3.loss_dice": 1.0978324353694915, "decode.d4.loss_cls": 0.6770876616239547, "decode.d4.loss_mask": 0.7769077107310295, "decode.d4.loss_dice": 1.080561551451683, "decode.d5.loss_cls": 0.6453202128410339, "decode.d5.loss_mask": 0.774941572546959, "decode.d5.loss_dice": 1.0853451281785964, "decode.d6.loss_cls": 0.6508074879646302, "decode.d6.loss_mask": 0.7795889794826507, "decode.d6.loss_dice": 1.0719503104686736, "decode.d7.loss_cls": 0.6063242852687836, "decode.d7.loss_mask": 0.7852720126509667, "decode.d7.loss_dice": 1.070851281285286, "decode.d8.loss_cls": 0.6510972678661346, "decode.d8.loss_mask": 0.7949299126863479, "decode.d8.loss_dice": 1.0582519114017486, "time": 0.5310636043548584, "memory": 7186, "step": 59750}
{"lr": 6.562592047380514e-06, "data_time": 0.00926361083984375, "grad_norm": 81.40885314941406, "loss": 19.6335862159729, "decode.loss_cls": 0.4820601314306259, "decode.loss_mask": 0.4851607769727707, "decode.loss_dice": 0.7818049252033233, "decode.d0.loss_cls": 2.1725751876831056, "decode.d0.loss_mask": 0.4955671221017838, "decode.d0.loss_dice": 0.9112167716026306, "decode.d1.loss_cls": 0.5866559579968452, "decode.d1.loss_mask": 0.5007744580507278, "decode.d1.loss_dice": 0.8248719990253448, "decode.d2.loss_cls": 0.530444647371769, "decode.d2.loss_mask": 0.48961929976940155, "decode.d2.loss_dice": 0.7933736979961395, "decode.d3.loss_cls": 0.5270552545785904, "decode.d3.loss_mask": 0.47699618339538574, "decode.d3.loss_dice": 0.7664104044437409, "decode.d4.loss_cls": 0.5318553358316421, "decode.d4.loss_mask": 0.47999121248722076, "decode.d4.loss_dice": 0.7425087034702301, "decode.d5.loss_cls": 0.5276907369494438, "decode.d5.loss_mask": 0.4829013466835022, "decode.d5.loss_dice": 0.783117139339447, "decode.d6.loss_cls": 0.5118152685463428, "decode.d6.loss_mask": 0.4750885277986526, "decode.d6.loss_dice": 0.7673144698143005, "decode.d7.loss_cls": 0.5668008536100387, "decode.d7.loss_mask": 0.47530366778373717, "decode.d7.loss_dice": 0.721723347902298, "decode.d8.loss_cls": 0.470302390307188, "decode.d8.loss_mask": 0.48517156541347506, "decode.d8.loss_dice": 0.78741495013237, "time": 0.529190993309021, "memory": 7204, "step": 59800}
{"lr": 6.5596447019547596e-06, "data_time": 0.009350132942199708, "grad_norm": 114.01473541259766, "loss": 32.57373046875, "decode.loss_cls": 0.9527074933052063, "decode.loss_mask": 0.8137540727853775, "decode.loss_dice": 1.267810696363449, "decode.d0.loss_cls": 2.461260509490967, "decode.d0.loss_mask": 0.9522230178117752, "decode.d0.loss_dice": 1.5118841111660004, "decode.d1.loss_cls": 0.9846738129854202, "decode.d1.loss_mask": 0.8941011548042297, "decode.d1.loss_dice": 1.4257759034633637, "decode.d2.loss_cls": 0.9405738919973373, "decode.d2.loss_mask": 0.8558014333248138, "decode.d2.loss_dice": 1.3504036664962769, "decode.d3.loss_cls": 0.9440418481826782, "decode.d3.loss_mask": 0.8585260480642318, "decode.d3.loss_dice": 1.3025866508483888, "decode.d4.loss_cls": 0.8559274435043335, "decode.d4.loss_mask": 0.8648870974779129, "decode.d4.loss_dice": 1.30630122423172, "decode.d5.loss_cls": 0.8778631806373596, "decode.d5.loss_mask": 0.8423009157180786, "decode.d5.loss_dice": 1.2865429282188416, "decode.d6.loss_cls": 0.9215081810951233, "decode.d6.loss_mask": 0.831705966591835, "decode.d6.loss_dice": 1.2623769462108612, "decode.d7.loss_cls": 0.9036105990409851, "decode.d7.loss_mask": 0.821945133805275, "decode.d7.loss_dice": 1.254169797897339, "decode.d8.loss_cls": 0.9328160285949707, "decode.d8.loss_mask": 0.8295836001634598, "decode.d8.loss_dice": 1.2660688281059265, "time": 0.5301072120666503, "memory": 7204, "step": 59850}
{"lr": 6.5566972093787726e-06, "data_time": 0.009488415718078614, "grad_norm": 82.8171215057373, "loss": 28.1281436920166, "decode.loss_cls": 0.8001811474561691, "decode.loss_mask": 0.6497020423412323, "decode.loss_dice": 1.0922228813171386, "decode.d0.loss_cls": 2.5716993689537047, "decode.d0.loss_mask": 0.6860054045915603, "decode.d0.loss_dice": 1.2940237492322921, "decode.d1.loss_cls": 1.0309088051319122, "decode.d1.loss_mask": 0.6595407634973526, "decode.d1.loss_dice": 1.1932575821876525, "decode.d2.loss_cls": 0.9398193955421448, "decode.d2.loss_mask": 0.6622810691595078, "decode.d2.loss_dice": 1.1516697585582734, "decode.d3.loss_cls": 0.8906923741102218, "decode.d3.loss_mask": 0.6511677578091621, "decode.d3.loss_dice": 1.1045256435871125, "decode.d4.loss_cls": 0.8167415529489517, "decode.d4.loss_mask": 0.6393622547388077, "decode.d4.loss_dice": 1.1059342592954635, "decode.d5.loss_cls": 0.8049517452716828, "decode.d5.loss_mask": 0.6494871824979782, "decode.d5.loss_dice": 1.1184978246688844, "decode.d6.loss_cls": 0.7999892234802246, "decode.d6.loss_mask": 0.646416001021862, "decode.d6.loss_dice": 1.122215586900711, "decode.d7.loss_cls": 0.7879473030567169, "decode.d7.loss_mask": 0.6361971110105514, "decode.d7.loss_dice": 1.1106355130672454, "decode.d8.loss_cls": 0.7566822379827499, "decode.d8.loss_mask": 0.639351287484169, "decode.d8.loss_dice": 1.1160370111465454, "time": 0.5277326345443726, "memory": 7227, "step": 59900}
{"lr": 6.5537495695717084e-06, "data_time": 0.009389328956604003, "grad_norm": 93.75069885253906, "loss": 31.173736000061034, "decode.loss_cls": 0.716509661078453, "decode.loss_mask": 0.8125204861164093, "decode.loss_dice": 1.2635810494422912, "decode.d0.loss_cls": 2.2837878465652466, "decode.d0.loss_mask": 0.8927952647209167, "decode.d0.loss_dice": 1.4960239589214326, "decode.d1.loss_cls": 0.9807077825069428, "decode.d1.loss_mask": 0.8887797057628631, "decode.d1.loss_dice": 1.4081151187419891, "decode.d2.loss_cls": 0.8399083077907562, "decode.d2.loss_mask": 0.8684266895055771, "decode.d2.loss_dice": 1.3615009784698486, "decode.d3.loss_cls": 0.8061593651771546, "decode.d3.loss_mask": 0.8315014660358429, "decode.d3.loss_dice": 1.3215081512928009, "decode.d4.loss_cls": 0.7923974096775055, "decode.d4.loss_mask": 0.8465615570545196, "decode.d4.loss_dice": 1.3229538917541503, "decode.d5.loss_cls": 0.756084942817688, "decode.d5.loss_mask": 0.8298219084739685, "decode.d5.loss_dice": 1.3047521710395813, "decode.d6.loss_cls": 0.7381601661443711, "decode.d6.loss_mask": 0.8191591441631317, "decode.d6.loss_dice": 1.3085573971271516, "decode.d7.loss_cls": 0.7277246683835983, "decode.d7.loss_mask": 0.8108751177787781, "decode.d7.loss_dice": 1.3115157246589662, "decode.d8.loss_cls": 0.7080115288496017, "decode.d8.loss_mask": 0.8237873822450638, "decode.d8.loss_dice": 1.3015463054180145, "time": 0.5317048072814942, "memory": 7222, "step": 59950}
{"lr": 6.550801782452616e-06, "data_time": 0.00933079719543457, "grad_norm": 84.18191070556641, "loss": 22.773233795166014, "decode.loss_cls": 0.6442901164293289, "decode.loss_mask": 0.581416791677475, "decode.loss_dice": 0.8161381974816322, "decode.d0.loss_cls": 2.2020861506462097, "decode.d0.loss_mask": 0.6385114267468452, "decode.d0.loss_dice": 0.9650940507650375, "decode.d1.loss_cls": 0.7542248800396919, "decode.d1.loss_mask": 0.6474523320794106, "decode.d1.loss_dice": 0.917245602607727, "decode.d2.loss_cls": 0.7269651234149933, "decode.d2.loss_mask": 0.6015873685479164, "decode.d2.loss_dice": 0.8407118409872055, "decode.d3.loss_cls": 0.6188498988747597, "decode.d3.loss_mask": 0.6378398433327674, "decode.d3.loss_dice": 0.84310392588377, "decode.d4.loss_cls": 0.6373538047075271, "decode.d4.loss_mask": 0.613400885462761, "decode.d4.loss_dice": 0.857756769657135, "decode.d5.loss_cls": 0.6710710644721984, "decode.d5.loss_mask": 0.6310230106115341, "decode.d5.loss_dice": 0.8284057825803757, "decode.d6.loss_cls": 0.5988813117146492, "decode.d6.loss_mask": 0.6179672405123711, "decode.d6.loss_dice": 0.8267718642950058, "decode.d7.loss_cls": 0.6037239521741867, "decode.d7.loss_mask": 0.5970128163695335, "decode.d7.loss_dice": 0.8412417843937874, "decode.d8.loss_cls": 0.5585867896676063, "decode.d8.loss_mask": 0.6217558100819588, "decode.d8.loss_dice": 0.8327631562948227, "time": 0.5561552047729492, "memory": 7295, "step": 60000}
{"aAcc": 83.46, "mIoU": 50.74, "mAcc": 65.09, "data_time": 0.0019315922877703054, "time": 0.18393131556263959, "step": 60000}
{"lr": 6.547853847940476e-06, "data_time": 0.009446549415588378, "grad_norm": 83.24424285888672, "loss": 26.083838748931885, "decode.loss_cls": 0.5099395751953125, "decode.loss_mask": 0.7514990448951722, "decode.loss_dice": 1.1071210205554962, "decode.d0.loss_cls": 2.0269813239574432, "decode.d0.loss_mask": 0.8080054491758346, "decode.d0.loss_dice": 1.255433702468872, "decode.d1.loss_cls": 0.7306238353252411, "decode.d1.loss_mask": 0.8106083452701569, "decode.d1.loss_dice": 1.148106324672699, "decode.d2.loss_cls": 0.5951782323420047, "decode.d2.loss_mask": 0.7782673001289367, "decode.d2.loss_dice": 1.121773600578308, "decode.d3.loss_cls": 0.6153343860059977, "decode.d3.loss_mask": 0.745131042599678, "decode.d3.loss_dice": 1.121870556473732, "decode.d4.loss_cls": 0.5637447249144316, "decode.d4.loss_mask": 0.7433786720037461, "decode.d4.loss_dice": 1.1058162033557892, "decode.d5.loss_cls": 0.5612730577588081, "decode.d5.loss_mask": 0.7314084798097611, "decode.d5.loss_dice": 1.1053848385810852, "decode.d6.loss_cls": 0.5765300989151001, "decode.d6.loss_mask": 0.7328305125236512, "decode.d6.loss_dice": 1.0700086236000061, "decode.d7.loss_cls": 0.5598001196980477, "decode.d7.loss_mask": 0.7303602457046509, "decode.d7.loss_dice": 1.0984029203653336, "decode.d8.loss_cls": 0.5041445009410381, "decode.d8.loss_mask": 0.7485224395990372, "decode.d8.loss_dice": 1.1263597637414933, "time": 0.5335335254669189, "memory": 7207, "step": 60050}
{"lr": 6.54490576595418e-06, "data_time": 0.009622335433959961, "grad_norm": 91.79911727905274, "loss": 33.39199237823486, "decode.loss_cls": 0.7962839841842652, "decode.loss_mask": 0.8809953480958939, "decode.loss_dice": 1.3632244408130645, "decode.d0.loss_cls": 2.2656577110290526, "decode.d0.loss_mask": 0.944003826379776, "decode.d0.loss_dice": 1.630691933631897, "decode.d1.loss_cls": 0.8887805104255676, "decode.d1.loss_mask": 0.9302238166332245, "decode.d1.loss_dice": 1.5206785798072815, "decode.d2.loss_cls": 0.877750039100647, "decode.d2.loss_mask": 0.9073520004749298, "decode.d2.loss_dice": 1.4394252240657806, "decode.d3.loss_cls": 0.9262951374053955, "decode.d3.loss_mask": 0.8670414566993714, "decode.d3.loss_dice": 1.4053084909915925, "decode.d4.loss_cls": 0.8708095610141754, "decode.d4.loss_mask": 0.8861207276582718, "decode.d4.loss_dice": 1.406091845035553, "decode.d5.loss_cls": 0.9239109605550766, "decode.d5.loss_mask": 0.8882473886013031, "decode.d5.loss_dice": 1.3990046679973602, "decode.d6.loss_cls": 0.9328254133462905, "decode.d6.loss_mask": 0.8478053718805313, "decode.d6.loss_dice": 1.357790195941925, "decode.d7.loss_cls": 0.8997628897428512, "decode.d7.loss_mask": 0.8745264947414398, "decode.d7.loss_dice": 1.3588447749614716, "decode.d8.loss_cls": 0.8577479958534241, "decode.d8.loss_mask": 0.8828404128551484, "decode.d8.loss_dice": 1.3619507133960724, "time": 0.5319892168045044, "memory": 7232, "step": 60100}
{"lr": 6.541957536412537e-06, "data_time": 0.009271001815795899, "grad_norm": 86.80280532836915, "loss": 23.69318494796753, "decode.loss_cls": 0.6364155560731888, "decode.loss_mask": 0.6115107595920563, "decode.loss_dice": 0.8962433755397796, "decode.d0.loss_cls": 2.2335702180862427, "decode.d0.loss_mask": 0.6975474447011948, "decode.d0.loss_dice": 1.016236537694931, "decode.d1.loss_cls": 0.8071063101291657, "decode.d1.loss_mask": 0.6467622071504593, "decode.d1.loss_dice": 0.9439172953367233, "decode.d2.loss_cls": 0.7927751004695892, "decode.d2.loss_mask": 0.6189487040042877, "decode.d2.loss_dice": 0.9174006909132004, "decode.d3.loss_cls": 0.6775734722614288, "decode.d3.loss_mask": 0.6198628395795822, "decode.d3.loss_dice": 0.8956088960170746, "decode.d4.loss_cls": 0.6783900305628776, "decode.d4.loss_mask": 0.6052876204252243, "decode.d4.loss_dice": 0.8787391513586045, "decode.d5.loss_cls": 0.6516906291246414, "decode.d5.loss_mask": 0.620398861169815, "decode.d5.loss_dice": 0.8697698384523391, "decode.d6.loss_cls": 0.6253359869122506, "decode.d6.loss_mask": 0.6262657403945923, "decode.d6.loss_dice": 0.8891101092100143, "decode.d7.loss_cls": 0.5913989394903183, "decode.d7.loss_mask": 0.6170881778001786, "decode.d7.loss_dice": 0.8877961754798889, "decode.d8.loss_cls": 0.6441520094871521, "decode.d8.loss_mask": 0.6231945604085922, "decode.d8.loss_dice": 0.873088750243187, "time": 0.5314958572387696, "memory": 7301, "step": 60150}
{"lr": 6.539009159234265e-06, "data_time": 0.009331798553466797, "grad_norm": 92.71817169189453, "loss": 22.20104637145996, "decode.loss_cls": 0.6322283715009689, "decode.loss_mask": 0.5554139524698257, "decode.loss_dice": 0.8032290935516357, "decode.d0.loss_cls": 2.106834316253662, "decode.d0.loss_mask": 0.6583430707454682, "decode.d0.loss_dice": 0.9543247282505035, "decode.d1.loss_cls": 0.8390095144510269, "decode.d1.loss_mask": 0.5759295046329498, "decode.d1.loss_dice": 0.8516521692276001, "decode.d2.loss_cls": 0.7089074999094009, "decode.d2.loss_mask": 0.5845044925808907, "decode.d2.loss_dice": 0.8274179518222808, "decode.d3.loss_cls": 0.7267621994018555, "decode.d3.loss_mask": 0.5716648191213608, "decode.d3.loss_dice": 0.7981324672698975, "decode.d4.loss_cls": 0.674959060549736, "decode.d4.loss_mask": 0.5619708999991417, "decode.d4.loss_dice": 0.7821239441633224, "decode.d5.loss_cls": 0.7067488640546798, "decode.d5.loss_mask": 0.5569179102778434, "decode.d5.loss_dice": 0.7824036240577698, "decode.d6.loss_cls": 0.6280481100082398, "decode.d6.loss_mask": 0.5582811176776886, "decode.d6.loss_dice": 0.7960060477256775, "decode.d7.loss_cls": 0.6341411113739014, "decode.d7.loss_mask": 0.5593991160392762, "decode.d7.loss_dice": 0.7865709096193314, "decode.d8.loss_cls": 0.6480305537581443, "decode.d8.loss_mask": 0.5518556460738182, "decode.d8.loss_dice": 0.7792347580194473, "time": 0.5576884508132934, "memory": 7263, "step": 60200}
{"lr": 6.536060634337998e-06, "data_time": 0.009210777282714844, "grad_norm": 81.63423690795898, "loss": 33.779464912414554, "decode.loss_cls": 0.7748376250267028, "decode.loss_mask": 0.8253791123628617, "decode.loss_dice": 1.3809970498085022, "decode.d0.loss_cls": 2.6712010502815247, "decode.d0.loss_mask": 0.9534074664115906, "decode.d0.loss_dice": 1.6656960248947144, "decode.d1.loss_cls": 1.098065060377121, "decode.d1.loss_mask": 0.9062273770570755, "decode.d1.loss_dice": 1.5655686497688293, "decode.d2.loss_cls": 0.9140470892190933, "decode.d2.loss_mask": 0.8797896802425385, "decode.d2.loss_dice": 1.4546994507312774, "decode.d3.loss_cls": 0.8978091180324554, "decode.d3.loss_mask": 0.8534077763557434, "decode.d3.loss_dice": 1.4680666863918304, "decode.d4.loss_cls": 0.9044646978378296, "decode.d4.loss_mask": 0.8503686845302582, "decode.d4.loss_dice": 1.4478220760822296, "decode.d5.loss_cls": 0.8342508971691132, "decode.d5.loss_mask": 0.860140660405159, "decode.d5.loss_dice": 1.4393090069293977, "decode.d6.loss_cls": 0.8443456083536148, "decode.d6.loss_mask": 0.8076539248228073, "decode.d6.loss_dice": 1.4268677294254304, "decode.d7.loss_cls": 0.8144945591688156, "decode.d7.loss_mask": 0.8213358968496323, "decode.d7.loss_dice": 1.4041129112243653, "decode.d8.loss_cls": 0.7819606468081475, "decode.d8.loss_mask": 0.8257016152143478, "decode.d8.loss_dice": 1.407436865568161, "time": 0.55720374584198, "memory": 7245, "step": 60250}
{"lr": 6.533111961642281e-06, "data_time": 0.009327030181884766, "grad_norm": 88.69783554077148, "loss": 22.911797428131102, "decode.loss_cls": 0.5625504292547703, "decode.loss_mask": 0.5798854276537895, "decode.loss_dice": 0.8686681032180786, "decode.d0.loss_cls": 2.169115960597992, "decode.d0.loss_mask": 0.6240505397319793, "decode.d0.loss_dice": 1.0014362066984177, "decode.d1.loss_cls": 0.8361444354057312, "decode.d1.loss_mask": 0.6087237939238548, "decode.d1.loss_dice": 0.9306454926729202, "decode.d2.loss_cls": 0.7692255198955535, "decode.d2.loss_mask": 0.5704607978463173, "decode.d2.loss_dice": 0.888092702627182, "decode.d3.loss_cls": 0.658863265812397, "decode.d3.loss_mask": 0.5770698770880699, "decode.d3.loss_dice": 0.9012762814760208, "decode.d4.loss_cls": 0.6659925699234008, "decode.d4.loss_mask": 0.5725260645151138, "decode.d4.loss_dice": 0.8997947096824646, "decode.d5.loss_cls": 0.6228539735078812, "decode.d5.loss_mask": 0.579953396320343, "decode.d5.loss_dice": 0.8695283234119415, "decode.d6.loss_cls": 0.6156234122812748, "decode.d6.loss_mask": 0.5685239493846893, "decode.d6.loss_dice": 0.878736138343811, "decode.d7.loss_cls": 0.6041439510881901, "decode.d7.loss_mask": 0.5701118439435959, "decode.d7.loss_dice": 0.8821388393640518, "decode.d8.loss_cls": 0.6054901048541069, "decode.d8.loss_mask": 0.5735877215862274, "decode.d8.loss_dice": 0.8565835952758789, "time": 0.5309230327606201, "memory": 7253, "step": 60300}
{"lr": 6.5301631410655855e-06, "data_time": 0.009328675270080567, "grad_norm": 80.07841262817382, "loss": 26.96752166748047, "decode.loss_cls": 0.7573625922203064, "decode.loss_mask": 0.66419617831707, "decode.loss_dice": 0.9789488404989243, "decode.d0.loss_cls": 2.5091355204582215, "decode.d0.loss_mask": 0.768779844045639, "decode.d0.loss_dice": 1.1576646536588668, "decode.d1.loss_cls": 1.0135828465223313, "decode.d1.loss_mask": 0.6849604815244674, "decode.d1.loss_dice": 1.0588038563728333, "decode.d2.loss_cls": 0.913537785410881, "decode.d2.loss_mask": 0.6756414249539375, "decode.d2.loss_dice": 1.0478703737258912, "decode.d3.loss_cls": 0.8628356009721756, "decode.d3.loss_mask": 0.6641984820365906, "decode.d3.loss_dice": 0.9789529383182526, "decode.d4.loss_cls": 0.7435130298137664, "decode.d4.loss_mask": 0.6814738720655441, "decode.d4.loss_dice": 0.9815656572580338, "decode.d5.loss_cls": 0.8319029808044434, "decode.d5.loss_mask": 0.6829687982797623, "decode.d5.loss_dice": 0.9681896477937698, "decode.d6.loss_cls": 0.7983302414417267, "decode.d6.loss_mask": 0.676301434636116, "decode.d6.loss_dice": 0.977499657869339, "decode.d7.loss_cls": 0.7991708397865296, "decode.d7.loss_mask": 0.681869538128376, "decode.d7.loss_dice": 0.9847602158784866, "decode.d8.loss_cls": 0.768926128745079, "decode.d8.loss_mask": 0.6732304871082306, "decode.d8.loss_dice": 0.9813469052314758, "time": 0.5312091827392578, "memory": 7254, "step": 60350}
{"lr": 6.527214172526292e-06, "data_time": 0.009302067756652831, "grad_norm": 80.10969886779785, "loss": 27.172650957107543, "decode.loss_cls": 0.61063297316432, "decode.loss_mask": 0.6384326919913292, "decode.loss_dice": 1.228657427430153, "decode.d0.loss_cls": 1.9974732995033264, "decode.d0.loss_mask": 0.6453026905655861, "decode.d0.loss_dice": 1.3755531638860703, "decode.d1.loss_cls": 0.8546431675553322, "decode.d1.loss_mask": 0.6263928443193436, "decode.d1.loss_dice": 1.2875687420368194, "decode.d2.loss_cls": 0.7318070106208324, "decode.d2.loss_mask": 0.6270727261900901, "decode.d2.loss_dice": 1.2672674536705018, "decode.d3.loss_cls": 0.7367234475910663, "decode.d3.loss_mask": 0.6106045290827751, "decode.d3.loss_dice": 1.20097673535347, "decode.d4.loss_cls": 0.7135587185621262, "decode.d4.loss_mask": 0.6201714694499969, "decode.d4.loss_dice": 1.2059624567627907, "decode.d5.loss_cls": 0.6920405901968479, "decode.d5.loss_mask": 0.640657302737236, "decode.d5.loss_dice": 1.2077313244342804, "decode.d6.loss_cls": 0.692725844681263, "decode.d6.loss_mask": 0.6598487973213196, "decode.d6.loss_dice": 1.241039976477623, "decode.d7.loss_cls": 0.6341892324388028, "decode.d7.loss_mask": 0.6518286556005478, "decode.d7.loss_dice": 1.2288032174110413, "decode.d8.loss_cls": 0.6814329065382481, "decode.d8.loss_mask": 0.6505299836397171, "decode.d8.loss_dice": 1.2130214601755143, "time": 0.531688141822815, "memory": 7206, "step": 60400}
{"lr": 6.524265055942681e-06, "data_time": 0.009450674057006836, "grad_norm": 91.82609481811524, "loss": 31.673969268798828, "decode.loss_cls": 0.7144968196749687, "decode.loss_mask": 0.8461551636457443, "decode.loss_dice": 1.3570692867040635, "decode.d0.loss_cls": 2.385794699192047, "decode.d0.loss_mask": 1.0012314081192017, "decode.d0.loss_dice": 1.5749557048082352, "decode.d1.loss_cls": 0.8975080758333206, "decode.d1.loss_mask": 0.8814456269145012, "decode.d1.loss_dice": 1.4707383215427399, "decode.d2.loss_cls": 0.8565195739269257, "decode.d2.loss_mask": 0.823324179649353, "decode.d2.loss_dice": 1.378086155653, "decode.d3.loss_cls": 0.8015827119350434, "decode.d3.loss_mask": 0.8125194430351257, "decode.d3.loss_dice": 1.336953157186508, "decode.d4.loss_cls": 0.7680169619619847, "decode.d4.loss_mask": 0.810729768872261, "decode.d4.loss_dice": 1.3092551082372665, "decode.d5.loss_cls": 0.7386403106153011, "decode.d5.loss_mask": 0.8364056155085564, "decode.d5.loss_dice": 1.3668698519468307, "decode.d6.loss_cls": 0.7470937214791775, "decode.d6.loss_mask": 0.8440492361783981, "decode.d6.loss_dice": 1.3420581936836242, "decode.d7.loss_cls": 0.7255588375031948, "decode.d7.loss_mask": 0.8355422258377075, "decode.d7.loss_dice": 1.3162109822034835, "decode.d8.loss_cls": 0.7337040528655052, "decode.d8.loss_mask": 0.8484831631183625, "decode.d8.loss_dice": 1.3129719913005828, "time": 0.5570213794708252, "memory": 7242, "step": 60450}
{"lr": 6.521315791232963e-06, "data_time": 0.009362101554870605, "grad_norm": 86.10271911621093, "loss": 28.936376285552978, "decode.loss_cls": 0.6565612599253654, "decode.loss_mask": 0.7279032349586487, "decode.loss_dice": 1.1869682729244233, "decode.d0.loss_cls": 2.388639736175537, "decode.d0.loss_mask": 0.7953537926077843, "decode.d0.loss_dice": 1.4388055741786956, "decode.d1.loss_cls": 1.0041869670152663, "decode.d1.loss_mask": 0.7897029086947441, "decode.d1.loss_dice": 1.2787275075912476, "decode.d2.loss_cls": 0.7472403392195701, "decode.d2.loss_mask": 0.7825889185070991, "decode.d2.loss_dice": 1.2687588959932328, "decode.d3.loss_cls": 0.7730556458234787, "decode.d3.loss_mask": 0.7405163317918777, "decode.d3.loss_dice": 1.2274665504693985, "decode.d4.loss_cls": 0.7407382622361183, "decode.d4.loss_mask": 0.7364566788077355, "decode.d4.loss_dice": 1.1866579890251159, "decode.d5.loss_cls": 0.6888033017516136, "decode.d5.loss_mask": 0.744093382358551, "decode.d5.loss_dice": 1.2080244690179824, "decode.d6.loss_cls": 0.6894989296793937, "decode.d6.loss_mask": 0.7640087872743606, "decode.d6.loss_dice": 1.1939923405647277, "decode.d7.loss_cls": 0.6639670476317405, "decode.d7.loss_mask": 0.7517897203564644, "decode.d7.loss_dice": 1.174198865890503, "decode.d8.loss_cls": 0.6598872423171998, "decode.d8.loss_mask": 0.7265308052301407, "decode.d8.loss_dice": 1.2012526154518128, "time": 0.5319220304489136, "memory": 7261, "step": 60500}
{"lr": 6.518366378315256e-06, "data_time": 0.009341835975646973, "grad_norm": 94.55457382202148, "loss": 20.343952178955078, "decode.loss_cls": 0.46717198863625525, "decode.loss_mask": 0.617652952671051, "decode.loss_dice": 0.7770665675401688, "decode.d0.loss_cls": 1.7351966500282288, "decode.d0.loss_mask": 0.6165959298610687, "decode.d0.loss_dice": 0.8796444028615952, "decode.d1.loss_cls": 0.5974721737205982, "decode.d1.loss_mask": 0.5990818083286286, "decode.d1.loss_dice": 0.7996017381548881, "decode.d2.loss_cls": 0.5119542703032494, "decode.d2.loss_mask": 0.6312395572662354, "decode.d2.loss_dice": 0.7992985546588898, "decode.d3.loss_cls": 0.463710618019104, "decode.d3.loss_mask": 0.6425108760595322, "decode.d3.loss_dice": 0.7795461893081665, "decode.d4.loss_cls": 0.47398735731840136, "decode.d4.loss_mask": 0.641593599319458, "decode.d4.loss_dice": 0.8173615396022796, "decode.d5.loss_cls": 0.4594215162098408, "decode.d5.loss_mask": 0.6370566874742508, "decode.d5.loss_dice": 0.7866872280836106, "decode.d6.loss_cls": 0.45312736108899115, "decode.d6.loss_mask": 0.6133540660142899, "decode.d6.loss_dice": 0.7738423049449921, "decode.d7.loss_cls": 0.4592364326119423, "decode.d7.loss_mask": 0.6180842041969299, "decode.d7.loss_dice": 0.789154776930809, "decode.d8.loss_cls": 0.4807280823588371, "decode.d8.loss_mask": 0.6293302237987518, "decode.d8.loss_dice": 0.7932422935962677, "time": 0.5342792272567749, "memory": 7186, "step": 60550}
{"lr": 6.5154168171075925e-06, "data_time": 0.009076547622680665, "grad_norm": 98.2505672454834, "loss": 27.7881498336792, "decode.loss_cls": 0.7336512856185436, "decode.loss_mask": 0.7573585852980613, "decode.loss_dice": 1.037913328409195, "decode.d0.loss_cls": 2.236244034767151, "decode.d0.loss_mask": 0.8074714839458466, "decode.d0.loss_dice": 1.2498436868190765, "decode.d1.loss_cls": 0.9705695644021034, "decode.d1.loss_mask": 0.7770993620157242, "decode.d1.loss_dice": 1.1306615680456162, "decode.d2.loss_cls": 0.8419416218996048, "decode.d2.loss_mask": 0.7664678245782852, "decode.d2.loss_dice": 1.0558393627405167, "decode.d3.loss_cls": 0.7784679189324379, "decode.d3.loss_mask": 0.7711642146110534, "decode.d3.loss_dice": 1.0609037697315216, "decode.d4.loss_cls": 0.7686792954802513, "decode.d4.loss_mask": 0.7384575009346008, "decode.d4.loss_dice": 1.060281550884247, "decode.d5.loss_cls": 0.8305332347750664, "decode.d5.loss_mask": 0.7228948220610618, "decode.d5.loss_dice": 1.0493946641683578, "decode.d6.loss_cls": 0.8134327299892903, "decode.d6.loss_mask": 0.7046448856592178, "decode.d6.loss_dice": 1.0135603606700898, "decode.d7.loss_cls": 0.7295831017196178, "decode.d7.loss_mask": 0.7401167422533035, "decode.d7.loss_dice": 1.0433594793081284, "decode.d8.loss_cls": 0.7679459750652313, "decode.d8.loss_mask": 0.7622486501932144, "decode.d8.loss_dice": 1.0674182683229447, "time": 0.530460786819458, "memory": 7287, "step": 60600}
{"lr": 6.512467107527932e-06, "data_time": 0.009163355827331543, "grad_norm": 79.57619094848633, "loss": 26.416501426696776, "decode.loss_cls": 0.5779510796070099, "decode.loss_mask": 0.7890290051698685, "decode.loss_dice": 1.017201542854309, "decode.d0.loss_cls": 2.196898889541626, "decode.d0.loss_mask": 0.7961037755012512, "decode.d0.loss_dice": 1.1629631340503692, "decode.d1.loss_cls": 0.8443565338850021, "decode.d1.loss_mask": 0.7830636382102967, "decode.d1.loss_dice": 1.0959566473960876, "decode.d2.loss_cls": 0.700804027915001, "decode.d2.loss_mask": 0.7625514984130859, "decode.d2.loss_dice": 1.038711142539978, "decode.d3.loss_cls": 0.614064110815525, "decode.d3.loss_mask": 0.7855808794498443, "decode.d3.loss_dice": 1.0641425549983978, "decode.d4.loss_cls": 0.620745626091957, "decode.d4.loss_mask": 0.8061416149139404, "decode.d4.loss_dice": 1.048013311624527, "decode.d5.loss_cls": 0.5904008314013481, "decode.d5.loss_mask": 0.789571326971054, "decode.d5.loss_dice": 1.041798222064972, "decode.d6.loss_cls": 0.6421179100871086, "decode.d6.loss_mask": 0.8028033971786499, "decode.d6.loss_dice": 1.0390775322914123, "decode.d7.loss_cls": 0.5885603934526443, "decode.d7.loss_mask": 0.7950368970632553, "decode.d7.loss_dice": 1.0225651383399963, "decode.d8.loss_cls": 0.5640698105096817, "decode.d8.loss_mask": 0.813121783733368, "decode.d8.loss_dice": 1.0230989933013916, "time": 0.5310804128646851, "memory": 7229, "step": 60650}
{"lr": 6.509517249494116e-06, "data_time": 0.009311699867248535, "grad_norm": 80.90778923034668, "loss": 26.124348735809328, "decode.loss_cls": 0.5907683059573173, "decode.loss_mask": 0.7147060632705688, "decode.loss_dice": 1.1234102338552474, "decode.d0.loss_cls": 2.0587464928627015, "decode.d0.loss_mask": 0.7435298383235931, "decode.d0.loss_dice": 1.2263661652803421, "decode.d1.loss_cls": 0.7232443273067475, "decode.d1.loss_mask": 0.6988422513008118, "decode.d1.loss_dice": 1.1537962704896927, "decode.d2.loss_cls": 0.6443450286984443, "decode.d2.loss_mask": 0.7029635071754455, "decode.d2.loss_dice": 1.1368882328271865, "decode.d3.loss_cls": 0.6463435187935829, "decode.d3.loss_mask": 0.699753201007843, "decode.d3.loss_dice": 1.103086245059967, "decode.d4.loss_cls": 0.6148037105798722, "decode.d4.loss_mask": 0.7020778596401215, "decode.d4.loss_dice": 1.132865595817566, "decode.d5.loss_cls": 0.6291021510958672, "decode.d5.loss_mask": 0.6872426986694335, "decode.d5.loss_dice": 1.1106722623109817, "decode.d6.loss_cls": 0.6563850581645966, "decode.d6.loss_mask": 0.6791743636131287, "decode.d6.loss_dice": 1.1021352767944337, "decode.d7.loss_cls": 0.6087478846311569, "decode.d7.loss_mask": 0.6896367728710174, "decode.d7.loss_dice": 1.1180812269449234, "decode.d8.loss_cls": 0.633437080681324, "decode.d8.loss_mask": 0.6990264415740967, "decode.d8.loss_dice": 1.0941707968711853, "time": 0.5321138381958008, "memory": 7279, "step": 60700}
{"lr": 6.506567242923928e-06, "data_time": 0.009089326858520508, "grad_norm": 87.85075988769532, "loss": 26.325281381607056, "decode.loss_cls": 0.5913629606366158, "decode.loss_mask": 0.6536338657140732, "decode.loss_dice": 1.1662870720028877, "decode.d0.loss_cls": 2.0936284124851228, "decode.d0.loss_mask": 0.6604636907577515, "decode.d0.loss_dice": 1.2475818566977979, "decode.d1.loss_cls": 0.7929799102246762, "decode.d1.loss_mask": 0.6463153123855591, "decode.d1.loss_dice": 1.1816281877458095, "decode.d2.loss_cls": 0.7100823007524013, "decode.d2.loss_mask": 0.6470070496201515, "decode.d2.loss_dice": 1.1840229287743569, "decode.d3.loss_cls": 0.650154173374176, "decode.d3.loss_mask": 0.6637916877865792, "decode.d3.loss_dice": 1.1290265209972858, "decode.d4.loss_cls": 0.6746816202998162, "decode.d4.loss_mask": 0.6459420174360275, "decode.d4.loss_dice": 1.1103597596287726, "decode.d5.loss_cls": 0.6720534827560186, "decode.d5.loss_mask": 0.6662998467683792, "decode.d5.loss_dice": 1.140068407356739, "decode.d6.loss_cls": 0.713846854493022, "decode.d6.loss_mask": 0.6487683683633805, "decode.d6.loss_dice": 1.15661054328084, "decode.d7.loss_cls": 0.6401338931173086, "decode.d7.loss_mask": 0.6560518220067024, "decode.d7.loss_dice": 1.168474666774273, "decode.d8.loss_cls": 0.5765183918178082, "decode.d8.loss_mask": 0.6618601098656655, "decode.d8.loss_dice": 1.175646223127842, "time": 0.5572897434234619, "memory": 7214, "step": 60750}
{"lr": 6.503617087735049e-06, "data_time": 0.00909738540649414, "grad_norm": 89.80422821044922, "loss": 25.33164691925049, "decode.loss_cls": 0.6689163446426392, "decode.loss_mask": 0.5996988266706467, "decode.loss_dice": 0.9982722669839859, "decode.d0.loss_cls": 2.2654479146003723, "decode.d0.loss_mask": 0.7208330273628235, "decode.d0.loss_dice": 1.2398750841617585, "decode.d1.loss_cls": 0.893819585442543, "decode.d1.loss_mask": 0.666963754594326, "decode.d1.loss_dice": 1.108536285161972, "decode.d2.loss_cls": 0.7998002469539642, "decode.d2.loss_mask": 0.6130331486463547, "decode.d2.loss_dice": 1.0349392950534821, "decode.d3.loss_cls": 0.791917334496975, "decode.d3.loss_mask": 0.5954197660088539, "decode.d3.loss_dice": 0.9988510012626648, "decode.d4.loss_cls": 0.7230750292539596, "decode.d4.loss_mask": 0.6131196185946465, "decode.d4.loss_dice": 1.00547736287117, "decode.d5.loss_cls": 0.6281820639967919, "decode.d5.loss_mask": 0.6114225193858147, "decode.d5.loss_dice": 1.0339883863925934, "decode.d6.loss_cls": 0.5977050602436066, "decode.d6.loss_mask": 0.610948234796524, "decode.d6.loss_dice": 0.9934203594923019, "decode.d7.loss_cls": 0.6435789659619331, "decode.d7.loss_mask": 0.6161700904369354, "decode.d7.loss_dice": 1.0165490597486495, "decode.d8.loss_cls": 0.6644240021705627, "decode.d8.loss_mask": 0.6020647540688515, "decode.d8.loss_dice": 0.9751982450485229, "time": 0.5583585500717163, "memory": 7260, "step": 60800}
{"lr": 6.500666783845071e-06, "data_time": 0.009286165237426758, "grad_norm": 84.59473457336426, "loss": 23.274016094207763, "decode.loss_cls": 0.5432343080639839, "decode.loss_mask": 0.5739113420248032, "decode.loss_dice": 0.9385663717985153, "decode.d0.loss_cls": 2.26010400056839, "decode.d0.loss_mask": 0.5949717819690704, "decode.d0.loss_dice": 1.0764423251152038, "decode.d1.loss_cls": 0.7502810649573803, "decode.d1.loss_mask": 0.5937401801347733, "decode.d1.loss_dice": 1.0699673861265182, "decode.d2.loss_cls": 0.5812971964478493, "decode.d2.loss_mask": 0.5811832904815674, "decode.d2.loss_dice": 1.0439047247171402, "decode.d3.loss_cls": 0.5723843194544316, "decode.d3.loss_mask": 0.5808072030544281, "decode.d3.loss_dice": 0.9865335494279861, "decode.d4.loss_cls": 0.5740875639021397, "decode.d4.loss_mask": 0.5742202699184418, "decode.d4.loss_dice": 0.9834250211715698, "decode.d5.loss_cls": 0.5845014400780201, "decode.d5.loss_mask": 0.5816558003425598, "decode.d5.loss_dice": 0.9735766410827636, "decode.d6.loss_cls": 0.5525029189884663, "decode.d6.loss_mask": 0.5792544662952424, "decode.d6.loss_dice": 0.9589843899011612, "decode.d7.loss_cls": 0.520310278236866, "decode.d7.loss_mask": 0.5947139739990235, "decode.d7.loss_dice": 0.9991871684789657, "decode.d8.loss_cls": 0.5302221722900867, "decode.d8.loss_mask": 0.561740642786026, "decode.d8.loss_dice": 0.9583048790693283, "time": 0.5597693443298339, "memory": 7209, "step": 60850}
{"lr": 6.497716331171513e-06, "data_time": 0.009333348274230957, "grad_norm": 79.03271026611328, "loss": 18.110964488983154, "decode.loss_cls": 0.42745486050844195, "decode.loss_mask": 0.49800852686166763, "decode.loss_dice": 0.7069188416004181, "decode.d0.loss_cls": 1.6721818387508391, "decode.d0.loss_mask": 0.5820110589265823, "decode.d0.loss_dice": 0.8071383506059646, "decode.d1.loss_cls": 0.5082908391952514, "decode.d1.loss_mask": 0.5459498211741447, "decode.d1.loss_dice": 0.8024471163749695, "decode.d2.loss_cls": 0.48503637313842773, "decode.d2.loss_mask": 0.5249892324209213, "decode.d2.loss_dice": 0.7291393131017685, "decode.d3.loss_cls": 0.4629198893904686, "decode.d3.loss_mask": 0.5188947364687919, "decode.d3.loss_dice": 0.719243374466896, "decode.d4.loss_cls": 0.40397302359342574, "decode.d4.loss_mask": 0.5096594110131264, "decode.d4.loss_dice": 0.7035683304071426, "decode.d5.loss_cls": 0.3930408462882042, "decode.d5.loss_mask": 0.5173716887831687, "decode.d5.loss_dice": 0.7317247360944747, "decode.d6.loss_cls": 0.395895904302597, "decode.d6.loss_mask": 0.5091383248567581, "decode.d6.loss_dice": 0.6997061371803284, "decode.d7.loss_cls": 0.39611656963825226, "decode.d7.loss_mask": 0.5095462083816529, "decode.d7.loss_dice": 0.6995854645967483, "decode.d8.loss_cls": 0.422770132124424, "decode.d8.loss_mask": 0.5147011414170265, "decode.d8.loss_dice": 0.7135422140359878, "time": 0.5328893184661865, "memory": 7224, "step": 60900}
{"lr": 6.494765729631799e-06, "data_time": 0.009319925308227539, "grad_norm": 85.85545349121094, "loss": 24.39414224624634, "decode.loss_cls": 0.49476752504706384, "decode.loss_mask": 0.8001858711242675, "decode.loss_dice": 0.9340031519532204, "decode.d0.loss_cls": 2.2643946528434755, "decode.d0.loss_mask": 0.8271738469600678, "decode.d0.loss_dice": 1.0730241596698762, "decode.d1.loss_cls": 0.5714114755392075, "decode.d1.loss_mask": 0.8278841704130173, "decode.d1.loss_dice": 0.9864464461803436, "decode.d2.loss_cls": 0.5651058219373226, "decode.d2.loss_mask": 0.7847515344619751, "decode.d2.loss_dice": 0.9268525332212448, "decode.d3.loss_cls": 0.5354278445243835, "decode.d3.loss_mask": 0.8038942843675614, "decode.d3.loss_dice": 0.9144458889961242, "decode.d4.loss_cls": 0.5444574557244778, "decode.d4.loss_mask": 0.7800614774227143, "decode.d4.loss_dice": 0.9048842936754227, "decode.d5.loss_cls": 0.5128767222166062, "decode.d5.loss_mask": 0.7831838726997375, "decode.d5.loss_dice": 0.9246040731668472, "decode.d6.loss_cls": 0.5454221464693546, "decode.d6.loss_mask": 0.7754904806613923, "decode.d6.loss_dice": 0.8908195704221725, "decode.d7.loss_cls": 0.5070636481046676, "decode.d7.loss_mask": 0.7887660086154937, "decode.d7.loss_dice": 0.8971255421638489, "decode.d8.loss_cls": 0.506329245865345, "decode.d8.loss_mask": 0.811734676361084, "decode.d8.loss_dice": 0.9115530014038086, "time": 0.5594034671783448, "memory": 7196, "step": 60950}
{"lr": 6.491814979143262e-06, "data_time": 0.009167075157165527, "grad_norm": 81.64073944091797, "loss": 26.34987344741821, "decode.loss_cls": 0.6602290794253349, "decode.loss_mask": 0.7303381562232971, "decode.loss_dice": 1.0546113759279252, "decode.d0.loss_cls": 2.030815029144287, "decode.d0.loss_mask": 0.7483852505683899, "decode.d0.loss_dice": 1.1375892400741576, "decode.d1.loss_cls": 0.7955760478973388, "decode.d1.loss_mask": 0.7675108075141907, "decode.d1.loss_dice": 1.105414441227913, "decode.d2.loss_cls": 0.7932293012738227, "decode.d2.loss_mask": 0.7329645305871964, "decode.d2.loss_dice": 1.0290236294269561, "decode.d3.loss_cls": 0.6810704559087754, "decode.d3.loss_mask": 0.7530566334724427, "decode.d3.loss_dice": 1.0620391011238097, "decode.d4.loss_cls": 0.6679333269596099, "decode.d4.loss_mask": 0.7622890502214432, "decode.d4.loss_dice": 1.067729502916336, "decode.d5.loss_cls": 0.6466295152902604, "decode.d5.loss_mask": 0.7564030647277832, "decode.d5.loss_dice": 1.075059899687767, "decode.d6.loss_cls": 0.6611876532435417, "decode.d6.loss_mask": 0.719153168797493, "decode.d6.loss_dice": 1.0703843712806702, "decode.d7.loss_cls": 0.6681924924254418, "decode.d7.loss_mask": 0.7090694427490234, "decode.d7.loss_dice": 1.0411856919527054, "decode.d8.loss_cls": 0.623516608774662, "decode.d8.loss_mask": 0.7375419318675995, "decode.d8.loss_dice": 1.0617449462413788, "time": 0.5300489902496338, "memory": 7190, "step": 61000}
{"lr": 6.4888640796231576e-06, "data_time": 0.009060001373291016, "grad_norm": 80.83761367797851, "loss": 24.762839984893798, "decode.loss_cls": 0.6199579164385796, "decode.loss_mask": 0.6281349748373032, "decode.loss_dice": 0.9892208188772201, "decode.d0.loss_cls": 2.1328240633010864, "decode.d0.loss_mask": 0.737515902519226, "decode.d0.loss_dice": 1.1640828460454942, "decode.d1.loss_cls": 0.8161743089556694, "decode.d1.loss_mask": 0.6933967441320419, "decode.d1.loss_dice": 1.1273707568645477, "decode.d2.loss_cls": 0.6018922507762909, "decode.d2.loss_mask": 0.6958946228027344, "decode.d2.loss_dice": 1.046991953253746, "decode.d3.loss_cls": 0.593635156750679, "decode.d3.loss_mask": 0.6771732807159424, "decode.d3.loss_dice": 1.035282303392887, "decode.d4.loss_cls": 0.5752462238073349, "decode.d4.loss_mask": 0.6606521815061569, "decode.d4.loss_dice": 1.0154386416077614, "decode.d5.loss_cls": 0.5533956170082093, "decode.d5.loss_mask": 0.6680087208747864, "decode.d5.loss_dice": 1.0280529379844665, "decode.d6.loss_cls": 0.564361996948719, "decode.d6.loss_mask": 0.6463398635387421, "decode.d6.loss_dice": 1.0065330952405929, "decode.d7.loss_cls": 0.5705800294876099, "decode.d7.loss_mask": 0.645917785167694, "decode.d7.loss_dice": 1.0175971657037735, "decode.d8.loss_cls": 0.5900919869542122, "decode.d8.loss_mask": 0.6728532910346985, "decode.d8.loss_dice": 0.988222387433052, "time": 0.5309272289276123, "memory": 7274, "step": 61050}
{"lr": 6.4859130309886425e-06, "data_time": 0.009346652030944824, "grad_norm": 90.50508728027344, "loss": 30.59466109275818, "decode.loss_cls": 0.8089305736124516, "decode.loss_mask": 0.6367364659905433, "decode.loss_dice": 1.3058465331792832, "decode.d0.loss_cls": 2.508616554737091, "decode.d0.loss_mask": 0.7116684556007385, "decode.d0.loss_dice": 1.547595077753067, "decode.d1.loss_cls": 1.0954712152481079, "decode.d1.loss_mask": 0.6748558729887009, "decode.d1.loss_dice": 1.4218719124794006, "decode.d2.loss_cls": 0.9696364745497703, "decode.d2.loss_mask": 0.648742949962616, "decode.d2.loss_dice": 1.3695654153823853, "decode.d3.loss_cls": 0.8915239155292511, "decode.d3.loss_mask": 0.6586584880948066, "decode.d3.loss_dice": 1.3136501073837281, "decode.d4.loss_cls": 0.9058469265699387, "decode.d4.loss_mask": 0.6430513337254524, "decode.d4.loss_dice": 1.34061818420887, "decode.d5.loss_cls": 0.8734074302017689, "decode.d5.loss_mask": 0.6252175033092499, "decode.d5.loss_dice": 1.31810342669487, "decode.d6.loss_cls": 0.8654296897351742, "decode.d6.loss_mask": 0.6393757149577141, "decode.d6.loss_dice": 1.3202555000782012, "decode.d7.loss_cls": 0.8320847824215889, "decode.d7.loss_mask": 0.6357146948575974, "decode.d7.loss_dice": 1.3056905299425126, "decode.d8.loss_cls": 0.769411488622427, "decode.d8.loss_mask": 0.6266456037759781, "decode.d8.loss_dice": 1.330439043045044, "time": 0.5296974420547486, "memory": 7204, "step": 61100}
{"lr": 6.482961833156785e-06, "data_time": 0.009111928939819335, "grad_norm": 89.23102493286133, "loss": 30.311917304992676, "decode.loss_cls": 0.7774966843426228, "decode.loss_mask": 0.8361189037561416, "decode.loss_dice": 1.187228587269783, "decode.d0.loss_cls": 2.421742308139801, "decode.d0.loss_mask": 0.9568427473306655, "decode.d0.loss_dice": 1.4050418138504028, "decode.d1.loss_cls": 0.9062006384134292, "decode.d1.loss_mask": 0.835650846362114, "decode.d1.loss_dice": 1.2993178248405457, "decode.d2.loss_cls": 0.8559192001819611, "decode.d2.loss_mask": 0.8104467302560806, "decode.d2.loss_dice": 1.2236442923545838, "decode.d3.loss_cls": 0.7982720822095871, "decode.d3.loss_mask": 0.8546013742685318, "decode.d3.loss_dice": 1.2067880153656005, "decode.d4.loss_cls": 0.7523258179426193, "decode.d4.loss_mask": 0.8319990575313568, "decode.d4.loss_dice": 1.2061808407306671, "decode.d5.loss_cls": 0.7879374146461486, "decode.d5.loss_mask": 0.8312096476554871, "decode.d5.loss_dice": 1.1899754762649537, "decode.d6.loss_cls": 0.7675017401576042, "decode.d6.loss_mask": 0.8311231881380081, "decode.d6.loss_dice": 1.1942896604537965, "decode.d7.loss_cls": 0.7566775716841221, "decode.d7.loss_mask": 0.8230136871337891, "decode.d7.loss_dice": 1.1704139798879623, "decode.d8.loss_cls": 0.7557593986392022, "decode.d8.loss_mask": 0.8324428558349609, "decode.d8.loss_dice": 1.2057558745145798, "time": 0.5299715518951416, "memory": 7215, "step": 61150}
{"lr": 6.4800104860445776e-06, "data_time": 0.009304046630859375, "grad_norm": 88.6147087097168, "loss": 25.701378679275514, "decode.loss_cls": 0.5698878474533557, "decode.loss_mask": 0.6999392181634903, "decode.loss_dice": 1.1057310029864311, "decode.d0.loss_cls": 2.0166598498821258, "decode.d0.loss_mask": 0.7848264545202255, "decode.d0.loss_dice": 1.220182691514492, "decode.d1.loss_cls": 0.6950448662042618, "decode.d1.loss_mask": 0.7433354467153549, "decode.d1.loss_dice": 1.1819571614265443, "decode.d2.loss_cls": 0.7123708002269268, "decode.d2.loss_mask": 0.6871256411075592, "decode.d2.loss_dice": 1.0906489714980125, "decode.d3.loss_cls": 0.6265447393059731, "decode.d3.loss_mask": 0.6965666353702545, "decode.d3.loss_dice": 1.081658238172531, "decode.d4.loss_cls": 0.5560996018350124, "decode.d4.loss_mask": 0.6944348320364953, "decode.d4.loss_dice": 1.1013220503926278, "decode.d5.loss_cls": 0.5681010231375694, "decode.d5.loss_mask": 0.6891776248812675, "decode.d5.loss_dice": 1.1138718158006669, "decode.d6.loss_cls": 0.5605495758354664, "decode.d6.loss_mask": 0.6904679864645005, "decode.d6.loss_dice": 1.0974611639976501, "decode.d7.loss_cls": 0.5128192611038684, "decode.d7.loss_mask": 0.7011667728424072, "decode.d7.loss_dice": 1.1236218824982642, "decode.d8.loss_cls": 0.547871146351099, "decode.d8.loss_mask": 0.7121298506855964, "decode.d8.loss_dice": 1.1198058381676674, "time": 0.5318738222122192, "memory": 7184, "step": 61200}
{"lr": 6.477058989568908e-06, "data_time": 0.009308910369873047, "grad_norm": 92.956689453125, "loss": 31.489623069763184, "decode.loss_cls": 0.7949130371212959, "decode.loss_mask": 0.910801911354065, "decode.loss_dice": 1.2589357107877732, "decode.d0.loss_cls": 2.2878718733787538, "decode.d0.loss_mask": 1.0029164940118789, "decode.d0.loss_dice": 1.470843756198883, "decode.d1.loss_cls": 0.9698838412761688, "decode.d1.loss_mask": 0.9191523313522338, "decode.d1.loss_dice": 1.3503409206867218, "decode.d2.loss_cls": 0.8343052059412003, "decode.d2.loss_mask": 0.9163839668035507, "decode.d2.loss_dice": 1.3171161979436874, "decode.d3.loss_cls": 0.8417311444878578, "decode.d3.loss_mask": 0.8713468044996262, "decode.d3.loss_dice": 1.2561790466308593, "decode.d4.loss_cls": 0.8032724320888519, "decode.d4.loss_mask": 0.8848150372505188, "decode.d4.loss_dice": 1.253319999575615, "decode.d5.loss_cls": 0.7524430498480796, "decode.d5.loss_mask": 0.8693700402975082, "decode.d5.loss_dice": 1.2454510509967804, "decode.d6.loss_cls": 0.7843870893120766, "decode.d6.loss_mask": 0.858978733420372, "decode.d6.loss_dice": 1.2697368502616881, "decode.d7.loss_cls": 0.7256152108311653, "decode.d7.loss_mask": 0.9067827552556992, "decode.d7.loss_dice": 1.2540175586938858, "decode.d8.loss_cls": 0.7156716242432595, "decode.d8.loss_mask": 0.9072668641805649, "decode.d8.loss_dice": 1.2557720839977264, "time": 0.5316534280776978, "memory": 7249, "step": 61250}
{"lr": 6.474107343646596e-06, "data_time": 0.009260153770446778, "grad_norm": 91.89585418701172, "loss": 28.32562313079834, "decode.loss_cls": 0.594478465616703, "decode.loss_mask": 0.7613234370946884, "decode.loss_dice": 1.26613752245903, "decode.d0.loss_cls": 2.2854737401008607, "decode.d0.loss_mask": 0.7893645763397217, "decode.d0.loss_dice": 1.397617405653, "decode.d1.loss_cls": 0.725581169128418, "decode.d1.loss_mask": 0.7767676711082458, "decode.d1.loss_dice": 1.337060523033142, "decode.d2.loss_cls": 0.6650375172495842, "decode.d2.loss_mask": 0.7820578128099441, "decode.d2.loss_dice": 1.3000977665185929, "decode.d3.loss_cls": 0.6506079062819481, "decode.d3.loss_mask": 0.7509508907794953, "decode.d3.loss_dice": 1.263942790031433, "decode.d4.loss_cls": 0.5859936326742172, "decode.d4.loss_mask": 0.7508288815617561, "decode.d4.loss_dice": 1.2750881791114808, "decode.d5.loss_cls": 0.5634277686476707, "decode.d5.loss_mask": 0.7565086573362351, "decode.d5.loss_dice": 1.2519385159015655, "decode.d6.loss_cls": 0.565038526058197, "decode.d6.loss_mask": 0.7714584767818451, "decode.d6.loss_dice": 1.260584571957588, "decode.d7.loss_cls": 0.5969143010675907, "decode.d7.loss_mask": 0.7593243390321731, "decode.d7.loss_dice": 1.2559400528669358, "decode.d8.loss_cls": 0.5622524507343769, "decode.d8.loss_mask": 0.7701773136854172, "decode.d8.loss_dice": 1.2536474496126175, "time": 0.5578448057174683, "memory": 7194, "step": 61300}
{"lr": 6.471155548194348e-06, "data_time": 0.00929865837097168, "grad_norm": 87.74941024780273, "loss": 26.589146232604982, "decode.loss_cls": 0.7974075764417649, "decode.loss_mask": 0.5698881328105927, "decode.loss_dice": 1.069926019012928, "decode.d0.loss_cls": 2.4267953395843507, "decode.d0.loss_mask": 0.68650121986866, "decode.d0.loss_dice": 1.3093695610761642, "decode.d1.loss_cls": 0.8307483941316605, "decode.d1.loss_mask": 0.6016051456332207, "decode.d1.loss_dice": 1.182468982040882, "decode.d2.loss_cls": 0.8099648386240006, "decode.d2.loss_mask": 0.5814789220690727, "decode.d2.loss_dice": 1.1151324443519115, "decode.d3.loss_cls": 0.7805031046271325, "decode.d3.loss_mask": 0.5798106223344803, "decode.d3.loss_dice": 1.084571824222803, "decode.d4.loss_cls": 0.7904963150620461, "decode.d4.loss_mask": 0.5777962997555732, "decode.d4.loss_dice": 1.0950959250330925, "decode.d5.loss_cls": 0.7605085983872414, "decode.d5.loss_mask": 0.6126871138811112, "decode.d5.loss_dice": 1.117040565609932, "decode.d6.loss_cls": 0.75123760253191, "decode.d6.loss_mask": 0.5825658917427063, "decode.d6.loss_dice": 1.0825759045779706, "decode.d7.loss_cls": 0.7618665724992753, "decode.d7.loss_mask": 0.5686867773532868, "decode.d7.loss_dice": 1.0441164940595626, "decode.d8.loss_cls": 0.8065757125616073, "decode.d8.loss_mask": 0.5647414848208427, "decode.d8.loss_dice": 1.0469822108745575, "time": 0.5287264585494995, "memory": 7242, "step": 61350}
{"lr": 6.4682036031288005e-06, "data_time": 0.009351396560668945, "grad_norm": 80.15945053100586, "loss": 21.969660663604735, "decode.loss_cls": 0.5402302727103233, "decode.loss_mask": 0.5580291762948036, "decode.loss_dice": 0.8261794596910477, "decode.d0.loss_cls": 2.156232738494873, "decode.d0.loss_mask": 0.6332114607095718, "decode.d0.loss_dice": 0.9473708152770997, "decode.d1.loss_cls": 0.667025950551033, "decode.d1.loss_mask": 0.5901294708251953, "decode.d1.loss_dice": 0.9213818997144699, "decode.d2.loss_cls": 0.5990886762738228, "decode.d2.loss_mask": 0.6023271724581718, "decode.d2.loss_dice": 0.9275747388601303, "decode.d3.loss_cls": 0.583258593827486, "decode.d3.loss_mask": 0.5897441402077674, "decode.d3.loss_dice": 0.863253402709961, "decode.d4.loss_cls": 0.554931902885437, "decode.d4.loss_mask": 0.5962670862674713, "decode.d4.loss_dice": 0.8746919184923172, "decode.d5.loss_cls": 0.56561908274889, "decode.d5.loss_mask": 0.5643283218145371, "decode.d5.loss_dice": 0.8432383596897125, "decode.d6.loss_cls": 0.5757962346076966, "decode.d6.loss_mask": 0.5691799893975258, "decode.d6.loss_dice": 0.8615868210792541, "decode.d7.loss_cls": 0.5430063486099244, "decode.d7.loss_mask": 0.5675095662474632, "decode.d7.loss_dice": 0.8505070835351944, "decode.d8.loss_cls": 0.5641132742166519, "decode.d8.loss_mask": 0.57252646535635, "decode.d8.loss_dice": 0.8613212645053864, "time": 0.5310393571853638, "memory": 7189, "step": 61400}
{"lr": 6.465251508366494e-06, "data_time": 0.009432578086853027, "grad_norm": 91.96534729003906, "loss": 25.13720703125, "decode.loss_cls": 0.4968659907579422, "decode.loss_mask": 0.706321793794632, "decode.loss_dice": 0.9977013945579529, "decode.d0.loss_cls": 2.3196879386901856, "decode.d0.loss_mask": 0.7813314467668533, "decode.d0.loss_dice": 1.1302002966403961, "decode.d1.loss_cls": 0.6768618732690811, "decode.d1.loss_mask": 0.7689163357019424, "decode.d1.loss_dice": 1.0741907417774201, "decode.d2.loss_cls": 0.5942025512456894, "decode.d2.loss_mask": 0.7358406841754913, "decode.d2.loss_dice": 1.0308684170246125, "decode.d3.loss_cls": 0.6122786268591881, "decode.d3.loss_mask": 0.746711403131485, "decode.d3.loss_dice": 1.0339167058467864, "decode.d4.loss_cls": 0.6188071429729461, "decode.d4.loss_mask": 0.7143405556678772, "decode.d4.loss_dice": 1.0109280169010162, "decode.d5.loss_cls": 0.5823265880346298, "decode.d5.loss_mask": 0.7233147561550141, "decode.d5.loss_dice": 1.0334689378738404, "decode.d6.loss_cls": 0.5324212208390235, "decode.d6.loss_mask": 0.705035001039505, "decode.d6.loss_dice": 1.007151073217392, "decode.d7.loss_cls": 0.5202053099870682, "decode.d7.loss_mask": 0.7132379949092865, "decode.d7.loss_dice": 1.0116369724273682, "decode.d8.loss_cls": 0.5622514054179192, "decode.d8.loss_mask": 0.7035432875156402, "decode.d8.loss_dice": 0.9926422894001007, "time": 0.5311002731323242, "memory": 7317, "step": 61450}
{"lr": 6.462299263823891e-06, "data_time": 0.009382486343383789, "grad_norm": 93.1055290222168, "loss": 26.257377052307127, "decode.loss_cls": 0.7037581905722619, "decode.loss_mask": 0.5475876569747925, "decode.loss_dice": 1.1279069393873216, "decode.d0.loss_cls": 2.2513310432434084, "decode.d0.loss_mask": 0.6291251599788665, "decode.d0.loss_dice": 1.3878991961479188, "decode.d1.loss_cls": 0.8266459435224534, "decode.d1.loss_mask": 0.5488001137971878, "decode.d1.loss_dice": 1.1960661947727202, "decode.d2.loss_cls": 0.7066735297441482, "decode.d2.loss_mask": 0.557525871694088, "decode.d2.loss_dice": 1.213916650414467, "decode.d3.loss_cls": 0.771990817785263, "decode.d3.loss_mask": 0.5484118863940239, "decode.d3.loss_dice": 1.1275334358215332, "decode.d4.loss_cls": 0.741606616973877, "decode.d4.loss_mask": 0.554337278008461, "decode.d4.loss_dice": 1.1728647142648696, "decode.d5.loss_cls": 0.7007104724645614, "decode.d5.loss_mask": 0.5435169920325279, "decode.d5.loss_dice": 1.157393541932106, "decode.d6.loss_cls": 0.7220442026853562, "decode.d6.loss_mask": 0.561421999335289, "decode.d6.loss_dice": 1.1353231430053712, "decode.d7.loss_cls": 0.7837495505809784, "decode.d7.loss_mask": 0.5564561277627945, "decode.d7.loss_dice": 1.133019545674324, "decode.d8.loss_cls": 0.6571756988763809, "decode.d8.loss_mask": 0.5483350664377212, "decode.d8.loss_dice": 1.1442494183778762, "time": 0.5282462358474731, "memory": 7315, "step": 61500}
{"lr": 6.459346869417346e-06, "data_time": 0.009365558624267578, "grad_norm": 75.55592994689941, "loss": 34.16697368621826, "decode.loss_cls": 0.9524173945188522, "decode.loss_mask": 0.8075347766280174, "decode.loss_dice": 1.4007314920425415, "decode.d0.loss_cls": 2.5982996225357056, "decode.d0.loss_mask": 0.8986417680978775, "decode.d0.loss_dice": 1.632509970664978, "decode.d1.loss_cls": 1.094142633676529, "decode.d1.loss_mask": 0.8435082137584686, "decode.d1.loss_dice": 1.506442803144455, "decode.d2.loss_cls": 0.985226285457611, "decode.d2.loss_mask": 0.8206599205732346, "decode.d2.loss_dice": 1.4837757110595704, "decode.d3.loss_cls": 0.9907678663730621, "decode.d3.loss_mask": 0.8215552315115928, "decode.d3.loss_dice": 1.4681105852127074, "decode.d4.loss_cls": 0.8994203239679337, "decode.d4.loss_mask": 0.8239211916923523, "decode.d4.loss_dice": 1.4513852953910829, "decode.d5.loss_cls": 0.9544266134500503, "decode.d5.loss_mask": 0.8422261953353882, "decode.d5.loss_dice": 1.432902443408966, "decode.d6.loss_cls": 0.9575128316879272, "decode.d6.loss_mask": 0.8080009087920189, "decode.d6.loss_dice": 1.3771678388118744, "decode.d7.loss_cls": 0.9695236891508102, "decode.d7.loss_mask": 0.8219840556383133, "decode.d7.loss_dice": 1.391197383403778, "decode.d8.loss_cls": 0.9359972834587097, "decode.d8.loss_mask": 0.8189779415726661, "decode.d8.loss_dice": 1.378007972240448, "time": 0.5283467769622803, "memory": 7233, "step": 61550}
{"lr": 6.456394325063134e-06, "data_time": 0.00914316177368164, "grad_norm": 90.74548950195313, "loss": 24.806539249420165, "decode.loss_cls": 0.4552669107913971, "decode.loss_mask": 0.79082842618227, "decode.loss_dice": 1.0097334921360015, "decode.d0.loss_cls": 2.134096932411194, "decode.d0.loss_mask": 0.8171967953443527, "decode.d0.loss_dice": 1.1280801117420196, "decode.d1.loss_cls": 0.6255890250205993, "decode.d1.loss_mask": 0.8046723991632462, "decode.d1.loss_dice": 1.071677565574646, "decode.d2.loss_cls": 0.6198050767183304, "decode.d2.loss_mask": 0.7830694735050201, "decode.d2.loss_dice": 1.0281911492347717, "decode.d3.loss_cls": 0.5117955222725868, "decode.d3.loss_mask": 0.7686289966106414, "decode.d3.loss_dice": 0.9945199489593506, "decode.d4.loss_cls": 0.4961399808526039, "decode.d4.loss_mask": 0.7810806050896645, "decode.d4.loss_dice": 0.9943242043256759, "decode.d5.loss_cls": 0.456819449365139, "decode.d5.loss_mask": 0.7746308356523514, "decode.d5.loss_dice": 1.0190358012914658, "decode.d6.loss_cls": 0.447509391605854, "decode.d6.loss_mask": 0.7860648438334465, "decode.d6.loss_dice": 1.0183463633060454, "decode.d7.loss_cls": 0.4451592147350311, "decode.d7.loss_mask": 0.7874928399920463, "decode.d7.loss_dice": 1.0053187310695648, "decode.d8.loss_cls": 0.4561167359352112, "decode.d8.loss_mask": 0.7882764279842377, "decode.d8.loss_dice": 1.0070720046758652, "time": 0.5304720163345337, "memory": 7187, "step": 61600}
{"lr": 6.45344163067744e-06, "data_time": 0.009388065338134766, "grad_norm": 104.859521484375, "loss": 24.929214763641358, "decode.loss_cls": 0.8404333189129829, "decode.loss_mask": 0.6059202998876572, "decode.loss_dice": 0.8751589506864548, "decode.d0.loss_cls": 2.211803102493286, "decode.d0.loss_mask": 0.6935887724161148, "decode.d0.loss_dice": 0.9985200464725494, "decode.d1.loss_cls": 0.910108382999897, "decode.d1.loss_mask": 0.6513409107923508, "decode.d1.loss_dice": 0.9593953102827072, "decode.d2.loss_cls": 0.8647078581154346, "decode.d2.loss_mask": 0.5998311877250672, "decode.d2.loss_dice": 0.9030273050069809, "decode.d3.loss_cls": 0.8599187232553959, "decode.d3.loss_mask": 0.6091067001223565, "decode.d3.loss_dice": 0.886799904704094, "decode.d4.loss_cls": 0.7891751430928707, "decode.d4.loss_mask": 0.6185427650809288, "decode.d4.loss_dice": 0.8835549533367157, "decode.d5.loss_cls": 0.7929494172334671, "decode.d5.loss_mask": 0.6096900656819344, "decode.d5.loss_dice": 0.889002513885498, "decode.d6.loss_cls": 0.8101182125508786, "decode.d6.loss_mask": 0.5924279049038887, "decode.d6.loss_dice": 0.855193381011486, "decode.d7.loss_cls": 0.8059637628495693, "decode.d7.loss_mask": 0.6074295908212661, "decode.d7.loss_dice": 0.8883571609854698, "decode.d8.loss_cls": 0.7946466252207756, "decode.d8.loss_mask": 0.6176356047391891, "decode.d8.loss_dice": 0.9048665285110473, "time": 0.5552568197250366, "memory": 7184, "step": 61650}
{"lr": 6.4504887861763684e-06, "data_time": 0.009310531616210937, "grad_norm": 78.42767028808593, "loss": 23.23511657714844, "decode.loss_cls": 0.5944207370281219, "decode.loss_mask": 0.6707719743251801, "decode.loss_dice": 0.8270725190639496, "decode.d0.loss_cls": 1.7793260276317597, "decode.d0.loss_mask": 0.6756865024566651, "decode.d0.loss_dice": 1.0079088389873505, "decode.d1.loss_cls": 0.733685490489006, "decode.d1.loss_mask": 0.6837559938430786, "decode.d1.loss_dice": 0.9387068331241608, "decode.d2.loss_cls": 0.6890706554055214, "decode.d2.loss_mask": 0.6953374356031418, "decode.d2.loss_dice": 0.9028692960739135, "decode.d3.loss_cls": 0.7237325087189674, "decode.d3.loss_mask": 0.6360574930906295, "decode.d3.loss_dice": 0.8142527282238007, "decode.d4.loss_cls": 0.7351319953799248, "decode.d4.loss_mask": 0.6320160955190659, "decode.d4.loss_dice": 0.8249128997325897, "decode.d5.loss_cls": 0.7484489843249321, "decode.d5.loss_mask": 0.6330461204051971, "decode.d5.loss_dice": 0.838684132695198, "decode.d6.loss_cls": 0.6670107796788216, "decode.d6.loss_mask": 0.6483490318059921, "decode.d6.loss_dice": 0.8381445825099945, "decode.d7.loss_cls": 0.6438107714056969, "decode.d7.loss_mask": 0.6530524015426635, "decode.d7.loss_dice": 0.8385427981615067, "decode.d8.loss_cls": 0.7058296531438828, "decode.d8.loss_mask": 0.646332997083664, "decode.d8.loss_dice": 0.8091483041644096, "time": 0.5301794290542603, "memory": 7238, "step": 61700}
{"lr": 6.447535791475921e-06, "data_time": 0.009302115440368653, "grad_norm": 90.58877792358399, "loss": 27.795329093933105, "decode.loss_cls": 0.6657987296581268, "decode.loss_mask": 0.7796566992998123, "decode.loss_dice": 1.0656629383563996, "decode.d0.loss_cls": 2.279543900489807, "decode.d0.loss_mask": 0.8446014732122421, "decode.d0.loss_dice": 1.2661489844322205, "decode.d1.loss_cls": 0.9092722654342651, "decode.d1.loss_mask": 0.8123167037963868, "decode.d1.loss_dice": 1.1714996844530106, "decode.d2.loss_cls": 0.7945766508579254, "decode.d2.loss_mask": 0.7916511237621308, "decode.d2.loss_dice": 1.1055824041366578, "decode.d3.loss_cls": 0.6919450640678406, "decode.d3.loss_mask": 0.8369856297969818, "decode.d3.loss_dice": 1.0951307505369186, "decode.d4.loss_cls": 0.7021741986274719, "decode.d4.loss_mask": 0.7994585305452346, "decode.d4.loss_dice": 1.0830434888601304, "decode.d5.loss_cls": 0.6747361928224563, "decode.d5.loss_mask": 0.7846287339925766, "decode.d5.loss_dice": 1.0773800402879714, "decode.d6.loss_cls": 0.6658290058374405, "decode.d6.loss_mask": 0.7878170937299729, "decode.d6.loss_dice": 1.0748936176300048, "decode.d7.loss_cls": 0.6859571665525437, "decode.d7.loss_mask": 0.7825648635625839, "decode.d7.loss_dice": 1.0702237427234649, "decode.d8.loss_cls": 0.6476172387599946, "decode.d8.loss_mask": 0.7764899343252182, "decode.d8.loss_dice": 1.0721412599086761, "time": 0.5316294670104981, "memory": 7244, "step": 61750}
{"lr": 6.4445826464920084e-06, "data_time": 0.009218525886535645, "grad_norm": 90.77101821899414, "loss": 27.0476354598999, "decode.loss_cls": 0.6604897797107696, "decode.loss_mask": 0.8486332178115845, "decode.loss_dice": 1.0379706621170044, "decode.d0.loss_cls": 2.0141806602478027, "decode.d0.loss_mask": 0.9516684591770173, "decode.d0.loss_dice": 1.2360489010810851, "decode.d1.loss_cls": 0.6686413511633873, "decode.d1.loss_mask": 0.8717870771884918, "decode.d1.loss_dice": 1.1477180808782577, "decode.d2.loss_cls": 0.5769823253154754, "decode.d2.loss_mask": 0.8540906727313995, "decode.d2.loss_dice": 1.0895750880241395, "decode.d3.loss_cls": 0.6154708355665207, "decode.d3.loss_mask": 0.8456283569335937, "decode.d3.loss_dice": 1.086817705631256, "decode.d4.loss_cls": 0.6002106130123138, "decode.d4.loss_mask": 0.8515808045864105, "decode.d4.loss_dice": 1.0761757135391234, "decode.d5.loss_cls": 0.5622953966259956, "decode.d5.loss_mask": 0.8388696551322937, "decode.d5.loss_dice": 1.0804196357727052, "decode.d6.loss_cls": 0.6399320140480995, "decode.d6.loss_mask": 0.84482421875, "decode.d6.loss_dice": 1.0308760702610016, "decode.d7.loss_cls": 0.6283697828650474, "decode.d7.loss_mask": 0.8573562383651734, "decode.d7.loss_dice": 1.0328183382749558, "decode.d8.loss_cls": 0.6132865086197853, "decode.d8.loss_mask": 0.8562503516674042, "decode.d8.loss_dice": 1.0286683142185211, "time": 0.5584236145019531, "memory": 7277, "step": 61800}
{"lr": 6.441629351140468e-06, "data_time": 0.009493660926818848, "grad_norm": 83.09209518432617, "loss": 28.223292350769043, "decode.loss_cls": 0.4025504693388939, "decode.loss_mask": 0.9548018932342529, "decode.loss_dice": 1.253672456741333, "decode.d0.loss_cls": 2.056304121017456, "decode.d0.loss_mask": 1.023318538069725, "decode.d0.loss_dice": 1.3699983417987824, "decode.d1.loss_cls": 0.49537324011325834, "decode.d1.loss_mask": 0.9772036790847778, "decode.d1.loss_dice": 1.3273870289325713, "decode.d2.loss_cls": 0.4675485923886299, "decode.d2.loss_mask": 0.9550281047821045, "decode.d2.loss_dice": 1.2951509177684783, "decode.d3.loss_cls": 0.4558325558900833, "decode.d3.loss_mask": 0.9464935600757599, "decode.d3.loss_dice": 1.2396198093891144, "decode.d4.loss_cls": 0.4382416605949402, "decode.d4.loss_mask": 0.964588737487793, "decode.d4.loss_dice": 1.2421824216842652, "decode.d5.loss_cls": 0.4175370782613754, "decode.d5.loss_mask": 0.9562987804412841, "decode.d5.loss_dice": 1.2463609635829926, "decode.d6.loss_cls": 0.4072797879576683, "decode.d6.loss_mask": 0.9504147797822953, "decode.d6.loss_dice": 1.2281475901603698, "decode.d7.loss_cls": 0.3751997068524361, "decode.d7.loss_mask": 0.9496038496494293, "decode.d7.loss_dice": 1.2402382373809815, "decode.d8.loss_cls": 0.3919210895895958, "decode.d8.loss_mask": 0.9483311176300049, "decode.d8.loss_dice": 1.2466634094715119, "time": 0.5567773103713989, "memory": 7228, "step": 61850}
{"lr": 6.438675905337032e-06, "data_time": 0.009407281875610352, "grad_norm": 89.50477714538575, "loss": 24.88150691986084, "decode.loss_cls": 0.6440615504980087, "decode.loss_mask": 0.6061608195304871, "decode.loss_dice": 0.9680471867322922, "decode.d0.loss_cls": 2.1690566420555113, "decode.d0.loss_mask": 0.7044969230890274, "decode.d0.loss_dice": 1.1748350620269776, "decode.d1.loss_cls": 0.8358159169554711, "decode.d1.loss_mask": 0.6308504670858384, "decode.d1.loss_dice": 1.071179148554802, "decode.d2.loss_cls": 0.8092062264680863, "decode.d2.loss_mask": 0.6259155362844467, "decode.d2.loss_dice": 1.0213486403226852, "decode.d3.loss_cls": 0.7434039138257503, "decode.d3.loss_mask": 0.629576575756073, "decode.d3.loss_dice": 0.9587956875562668, "decode.d4.loss_cls": 0.6957141496241093, "decode.d4.loss_mask": 0.6234880417585373, "decode.d4.loss_dice": 0.9782772421836853, "decode.d5.loss_cls": 0.7117108665406704, "decode.d5.loss_mask": 0.622778183221817, "decode.d5.loss_dice": 0.9706869512796402, "decode.d6.loss_cls": 0.6248082786798477, "decode.d6.loss_mask": 0.6281610399484634, "decode.d6.loss_dice": 0.9875094443559647, "decode.d7.loss_cls": 0.6467341654002666, "decode.d7.loss_mask": 0.6078370928764343, "decode.d7.loss_dice": 0.9412414580583572, "decode.d8.loss_cls": 0.6733631283044815, "decode.d8.loss_mask": 0.6205171257257461, "decode.d8.loss_dice": 0.9559284627437592, "time": 0.5281420946121216, "memory": 7226, "step": 61900}
{"lr": 6.43572230899734e-06, "data_time": 0.00927565097808838, "grad_norm": 81.57376174926758, "loss": 24.420708560943602, "decode.loss_cls": 0.7184729978442193, "decode.loss_mask": 0.5904943764209747, "decode.loss_dice": 0.9017216920852661, "decode.d0.loss_cls": 2.1984029054641723, "decode.d0.loss_mask": 0.6413359612226486, "decode.d0.loss_dice": 1.0495063304901122, "decode.d1.loss_cls": 0.9505210056900978, "decode.d1.loss_mask": 0.5983230412006378, "decode.d1.loss_dice": 0.983609315752983, "decode.d2.loss_cls": 0.7921292945742607, "decode.d2.loss_mask": 0.5841004848480225, "decode.d2.loss_dice": 0.9359161287546158, "decode.d3.loss_cls": 0.8014311149716378, "decode.d3.loss_mask": 0.5809961020946502, "decode.d3.loss_dice": 0.9374050587415695, "decode.d4.loss_cls": 0.7962706953287124, "decode.d4.loss_mask": 0.5838981896638871, "decode.d4.loss_dice": 0.9104595214128495, "decode.d5.loss_cls": 0.7642425015568733, "decode.d5.loss_mask": 0.5867571055889129, "decode.d5.loss_dice": 0.898936802148819, "decode.d6.loss_cls": 0.7263868987560272, "decode.d6.loss_mask": 0.579102686047554, "decode.d6.loss_dice": 0.8917233526706696, "decode.d7.loss_cls": 0.694272868335247, "decode.d7.loss_mask": 0.582992109656334, "decode.d7.loss_dice": 0.9028884828090668, "decode.d8.loss_cls": 0.7509895220398903, "decode.d8.loss_mask": 0.5940306097269058, "decode.d8.loss_dice": 0.8933906078338623, "time": 0.5311187744140625, "memory": 7297, "step": 61950}
{"lr": 6.4327685620369626e-06, "data_time": 0.009387922286987305, "grad_norm": 90.67678298950196, "loss": 28.327408123016358, "decode.loss_cls": 0.7157132461667061, "decode.loss_mask": 0.6604394257068634, "decode.loss_dice": 1.1643957257270814, "decode.d0.loss_cls": 2.5754796981811525, "decode.d0.loss_mask": 0.7576476991176605, "decode.d0.loss_dice": 1.4052634596824647, "decode.d1.loss_cls": 0.8530394524335861, "decode.d1.loss_mask": 0.7527008324861526, "decode.d1.loss_dice": 1.3019086301326752, "decode.d2.loss_cls": 0.7629477486014367, "decode.d2.loss_mask": 0.6844464331865311, "decode.d2.loss_dice": 1.2345249354839325, "decode.d3.loss_cls": 0.7849215388298034, "decode.d3.loss_mask": 0.6780345737934113, "decode.d3.loss_dice": 1.168844422698021, "decode.d4.loss_cls": 0.7591518491506577, "decode.d4.loss_mask": 0.6817352563142777, "decode.d4.loss_dice": 1.1822829008102418, "decode.d5.loss_cls": 0.7531011208891869, "decode.d5.loss_mask": 0.6609583258628845, "decode.d5.loss_dice": 1.1337569177150726, "decode.d6.loss_cls": 0.7104130238294601, "decode.d6.loss_mask": 0.6702187567949295, "decode.d6.loss_dice": 1.1590469092130662, "decode.d7.loss_cls": 0.7154317453503609, "decode.d7.loss_mask": 0.6745611369609833, "decode.d7.loss_dice": 1.1691306233406067, "decode.d8.loss_cls": 0.7014773786067963, "decode.d8.loss_mask": 0.6783828914165497, "decode.d8.loss_dice": 1.1774506330490113, "time": 0.5311111450195313, "memory": 7258, "step": 62000}
{"lr": 6.429814664371349e-06, "data_time": 0.009331059455871583, "grad_norm": 96.90162582397461, "loss": 25.404437160491945, "decode.loss_cls": 0.6583036169409752, "decode.loss_mask": 0.6581573039293289, "decode.loss_dice": 0.9012389928102493, "decode.d0.loss_cls": 2.3486603021621706, "decode.d0.loss_mask": 0.7242233425378799, "decode.d0.loss_dice": 1.1637298345565796, "decode.d1.loss_cls": 0.8765816003084183, "decode.d1.loss_mask": 0.7009090781211853, "decode.d1.loss_dice": 1.0625629544258117, "decode.d2.loss_cls": 0.7695774301886559, "decode.d2.loss_mask": 0.6852068066596985, "decode.d2.loss_dice": 1.0228211551904678, "decode.d3.loss_cls": 0.7518116146326065, "decode.d3.loss_mask": 0.65389603972435, "decode.d3.loss_dice": 0.9705780982971192, "decode.d4.loss_cls": 0.7088588669896125, "decode.d4.loss_mask": 0.6614204704761505, "decode.d4.loss_dice": 0.9460184335708618, "decode.d5.loss_cls": 0.711339783668518, "decode.d5.loss_mask": 0.6696848332881927, "decode.d5.loss_dice": 0.9422440767288208, "decode.d6.loss_cls": 0.7185416355729103, "decode.d6.loss_mask": 0.6581375151872635, "decode.d6.loss_dice": 0.916051733493805, "decode.d7.loss_cls": 0.6708691656589508, "decode.d7.loss_mask": 0.6616353929042816, "decode.d7.loss_dice": 0.9316246718168258, "decode.d8.loss_cls": 0.6548832595348358, "decode.d8.loss_mask": 0.6860053420066834, "decode.d8.loss_dice": 0.9188626766204834, "time": 0.5292015075683594, "memory": 7183, "step": 62050}
{"lr": 6.4268606159158885e-06, "data_time": 0.009152913093566894, "grad_norm": 92.20466613769531, "loss": 24.25177135467529, "decode.loss_cls": 0.4849189430475235, "decode.loss_mask": 0.7780948549509048, "decode.loss_dice": 0.9591176331043243, "decode.d0.loss_cls": 1.8897014141082764, "decode.d0.loss_mask": 0.8009515844285489, "decode.d0.loss_dice": 1.1264647156000138, "decode.d1.loss_cls": 0.6279293864965438, "decode.d1.loss_mask": 0.8056228093802928, "decode.d1.loss_dice": 1.034520110487938, "decode.d2.loss_cls": 0.5852380022406578, "decode.d2.loss_mask": 0.766337513923645, "decode.d2.loss_dice": 0.9716719061136245, "decode.d3.loss_cls": 0.5742535993456841, "decode.d3.loss_mask": 0.7693362787365914, "decode.d3.loss_dice": 0.963409548997879, "decode.d4.loss_cls": 0.5396911606192589, "decode.d4.loss_mask": 0.7548761636018753, "decode.d4.loss_dice": 0.969924920797348, "decode.d5.loss_cls": 0.5402609333395958, "decode.d5.loss_mask": 0.7536294460296631, "decode.d5.loss_dice": 0.9428824096918106, "decode.d6.loss_cls": 0.4756874978542328, "decode.d6.loss_mask": 0.7545335769653321, "decode.d6.loss_dice": 0.9512423604726792, "decode.d7.loss_cls": 0.47934835851192475, "decode.d7.loss_mask": 0.7586509436368942, "decode.d7.loss_dice": 0.9572772920131684, "decode.d8.loss_cls": 0.5162092834711075, "decode.d8.loss_mask": 0.7690752506256103, "decode.d8.loss_dice": 0.9509145975112915, "time": 0.5270194053649903, "memory": 7320, "step": 62100}
{"lr": 6.423906416585868e-06, "data_time": 0.009488153457641601, "grad_norm": 78.77720985412597, "loss": 23.042338275909422, "decode.loss_cls": 0.4801212430000305, "decode.loss_mask": 0.6933130145072937, "decode.loss_dice": 0.8772067457437516, "decode.d0.loss_cls": 2.1679672241210937, "decode.d0.loss_mask": 0.7918936610221863, "decode.d0.loss_dice": 1.0736910104751587, "decode.d1.loss_cls": 0.6749591529369354, "decode.d1.loss_mask": 0.7424040794372558, "decode.d1.loss_dice": 0.9879478216171265, "decode.d2.loss_cls": 0.6004440754652023, "decode.d2.loss_mask": 0.6912678480148315, "decode.d2.loss_dice": 0.921881639957428, "decode.d3.loss_cls": 0.5028467684984207, "decode.d3.loss_mask": 0.7141060113906861, "decode.d3.loss_dice": 0.9182628691196442, "decode.d4.loss_cls": 0.4745891109108925, "decode.d4.loss_mask": 0.6904174208641052, "decode.d4.loss_dice": 0.9108527809381485, "decode.d5.loss_cls": 0.47098097801208494, "decode.d5.loss_mask": 0.6926869213581085, "decode.d5.loss_dice": 0.8818889528512954, "decode.d6.loss_cls": 0.4576512649655342, "decode.d6.loss_mask": 0.6940340906381607, "decode.d6.loss_dice": 0.9129935681819916, "decode.d7.loss_cls": 0.42888832539319993, "decode.d7.loss_mask": 0.6876668751239776, "decode.d7.loss_dice": 0.8849505633115768, "decode.d8.loss_cls": 0.4294119104743004, "decode.d8.loss_mask": 0.6898004710674286, "decode.d8.loss_dice": 0.8972113937139511, "time": 0.5293306350708008, "memory": 7261, "step": 62150}
{"lr": 6.42095206629647e-06, "data_time": 0.009441709518432618, "grad_norm": 86.81593704223633, "loss": 27.224288940429688, "decode.loss_cls": 0.6379871755838394, "decode.loss_mask": 0.7094379425048828, "decode.loss_dice": 1.1135249137878418, "decode.d0.loss_cls": 2.1651928663253783, "decode.d0.loss_mask": 0.7555585741996765, "decode.d0.loss_dice": 1.3236094892024994, "decode.d1.loss_cls": 0.8491052880883216, "decode.d1.loss_mask": 0.7326769977807999, "decode.d1.loss_dice": 1.179376369714737, "decode.d2.loss_cls": 0.722777470946312, "decode.d2.loss_mask": 0.7029087245464325, "decode.d2.loss_dice": 1.154415589570999, "decode.d3.loss_cls": 0.6682170331478119, "decode.d3.loss_mask": 0.7294847846031189, "decode.d3.loss_dice": 1.1651443138718605, "decode.d4.loss_cls": 0.6837471887469292, "decode.d4.loss_mask": 0.7349852249026299, "decode.d4.loss_dice": 1.1381747037172318, "decode.d5.loss_cls": 0.66591766923666, "decode.d5.loss_mask": 0.7402549177408219, "decode.d5.loss_dice": 1.1367215722799302, "decode.d6.loss_cls": 0.6710305437445641, "decode.d6.loss_mask": 0.7245949178934097, "decode.d6.loss_dice": 1.0752382010221482, "decode.d7.loss_cls": 0.6907802149653435, "decode.d7.loss_mask": 0.7199312716722488, "decode.d7.loss_dice": 1.1480004370212555, "decode.d8.loss_cls": 0.6202092856168747, "decode.d8.loss_mask": 0.7185935035347939, "decode.d8.loss_dice": 1.1466909795999527, "time": 0.5557347774505615, "memory": 7227, "step": 62200}
{"lr": 6.417997564962805e-06, "data_time": 0.009422039985656739, "grad_norm": 95.12078628540038, "loss": 25.89012680053711, "decode.loss_cls": 0.6012548595666886, "decode.loss_mask": 0.7799497365951538, "decode.loss_dice": 0.9152768880128861, "decode.d0.loss_cls": 2.1082247257232667, "decode.d0.loss_mask": 0.9010583281517028, "decode.d0.loss_dice": 1.1557560682296752, "decode.d1.loss_cls": 0.872736531496048, "decode.d1.loss_mask": 0.8449119746685028, "decode.d1.loss_dice": 1.0070431709289551, "decode.d2.loss_cls": 0.6446757435798645, "decode.d2.loss_mask": 0.8341678887605667, "decode.d2.loss_dice": 0.992779889702797, "decode.d3.loss_cls": 0.6685518532991409, "decode.d3.loss_mask": 0.8076573282480239, "decode.d3.loss_dice": 0.9556185662746429, "decode.d4.loss_cls": 0.6735971510410309, "decode.d4.loss_mask": 0.8065524727106095, "decode.d4.loss_dice": 0.9110190659761429, "decode.d5.loss_cls": 0.6380138397216797, "decode.d5.loss_mask": 0.8195290684700012, "decode.d5.loss_dice": 0.9299254208803177, "decode.d6.loss_cls": 0.614766663312912, "decode.d6.loss_mask": 0.8136093884706497, "decode.d6.loss_dice": 0.919381296634674, "decode.d7.loss_cls": 0.6604012072086334, "decode.d7.loss_mask": 0.7922210723161698, "decode.d7.loss_dice": 0.8985337316989899, "decode.d8.loss_cls": 0.5897755742073059, "decode.d8.loss_mask": 0.7975086063146591, "decode.d8.loss_dice": 0.9356286466121674, "time": 0.5294363737106323, "memory": 7208, "step": 62250}
{"lr": 6.415042912499878e-06, "data_time": 0.00959639549255371, "grad_norm": 79.06347885131837, "loss": 27.319408988952638, "decode.loss_cls": 0.5949758097529412, "decode.loss_mask": 0.7600092053413391, "decode.loss_dice": 1.0975333601236343, "decode.d0.loss_cls": 2.2988012075424193, "decode.d0.loss_mask": 0.8345465928316116, "decode.d0.loss_dice": 1.3568824082612991, "decode.d1.loss_cls": 0.7284477710723877, "decode.d1.loss_mask": 0.7751785516738892, "decode.d1.loss_dice": 1.2324716776609421, "decode.d2.loss_cls": 0.7013464465737342, "decode.d2.loss_mask": 0.7657167106866837, "decode.d2.loss_dice": 1.1778440177440643, "decode.d3.loss_cls": 0.6759166099131108, "decode.d3.loss_mask": 0.7690423130989075, "decode.d3.loss_dice": 1.1461646169424058, "decode.d4.loss_cls": 0.6372992977499962, "decode.d4.loss_mask": 0.7690563797950745, "decode.d4.loss_dice": 1.1209146142005921, "decode.d5.loss_cls": 0.5695267841219902, "decode.d5.loss_mask": 0.7749782890081406, "decode.d5.loss_dice": 1.1250295162200927, "decode.d6.loss_cls": 0.6093629091978073, "decode.d6.loss_mask": 0.7693727761507034, "decode.d6.loss_dice": 1.1096242994070054, "decode.d7.loss_cls": 0.5769349783658981, "decode.d7.loss_mask": 0.7804305881261826, "decode.d7.loss_dice": 1.1046968400478363, "decode.d8.loss_cls": 0.5810674741864205, "decode.d8.loss_mask": 0.7611734688282012, "decode.d8.loss_dice": 1.1150639951229095, "time": 0.5311326742172241, "memory": 7264, "step": 62300}
{"lr": 6.41208810882261e-06, "data_time": 0.009427523612976075, "grad_norm": 86.8704948425293, "loss": 26.675974464416505, "decode.loss_cls": 0.7845232784748077, "decode.loss_mask": 0.64049611389637, "decode.loss_dice": 0.9943538725376129, "decode.d0.loss_cls": 2.450748312473297, "decode.d0.loss_mask": 0.7152525961399079, "decode.d0.loss_dice": 1.181167072057724, "decode.d1.loss_cls": 0.8467427909374237, "decode.d1.loss_mask": 0.6828226983547211, "decode.d1.loss_dice": 1.0746621787548065, "decode.d2.loss_cls": 0.7949993580579757, "decode.d2.loss_mask": 0.6591375052928925, "decode.d2.loss_dice": 1.0481047213077546, "decode.d3.loss_cls": 0.7396583184599876, "decode.d3.loss_mask": 0.6443598181009292, "decode.d3.loss_dice": 1.0263013035058974, "decode.d4.loss_cls": 0.7807472005486489, "decode.d4.loss_mask": 0.6418267756700515, "decode.d4.loss_dice": 1.0308821618556976, "decode.d5.loss_cls": 0.8273051619529724, "decode.d5.loss_mask": 0.6535799384117127, "decode.d5.loss_dice": 1.0298804461956024, "decode.d6.loss_cls": 0.8860522374510765, "decode.d6.loss_mask": 0.6367746412754058, "decode.d6.loss_dice": 1.005773115158081, "decode.d7.loss_cls": 0.775731673836708, "decode.d7.loss_mask": 0.6473247885704041, "decode.d7.loss_dice": 1.0292534351348877, "decode.d8.loss_cls": 0.7827679976820946, "decode.d8.loss_mask": 0.6556942820549011, "decode.d8.loss_dice": 1.009049966931343, "time": 0.5325156688690186, "memory": 7221, "step": 62350}
{"lr": 6.409133153845832e-06, "data_time": 0.009311819076538086, "grad_norm": 87.26438980102539, "loss": 27.024537086486816, "decode.loss_cls": 0.645203611254692, "decode.loss_mask": 0.7627207189798355, "decode.loss_dice": 1.0750835984945297, "decode.d0.loss_cls": 2.0088122844696046, "decode.d0.loss_mask": 0.7517219126224518, "decode.d0.loss_dice": 1.1443472176790237, "decode.d1.loss_cls": 0.8477186232805252, "decode.d1.loss_mask": 0.7721489608287812, "decode.d1.loss_dice": 1.1031512677669526, "decode.d2.loss_cls": 0.7331351168453694, "decode.d2.loss_mask": 0.7591488897800446, "decode.d2.loss_dice": 1.0966456830501556, "decode.d3.loss_cls": 0.7762067005038261, "decode.d3.loss_mask": 0.7420556515455246, "decode.d3.loss_dice": 1.0733063369989395, "decode.d4.loss_cls": 0.7008643589913846, "decode.d4.loss_mask": 0.7439724445343018, "decode.d4.loss_dice": 1.0852645844221116, "decode.d5.loss_cls": 0.7182117313146591, "decode.d5.loss_mask": 0.7361303061246872, "decode.d5.loss_dice": 1.0588386535644532, "decode.d6.loss_cls": 0.800508251786232, "decode.d6.loss_mask": 0.7516243606805801, "decode.d6.loss_dice": 1.0557495385408402, "decode.d7.loss_cls": 0.7132187522947788, "decode.d7.loss_mask": 0.759595638513565, "decode.d7.loss_dice": 1.0848846346139909, "decode.d8.loss_cls": 0.674997678399086, "decode.d8.loss_mask": 0.7542971193790435, "decode.d8.loss_dice": 1.094972562789917, "time": 0.5583410263061523, "memory": 7225, "step": 62400}
{"lr": 6.406178047484276e-06, "data_time": 0.009193992614746094, "grad_norm": 96.19689140319824, "loss": 20.018228912353514, "decode.loss_cls": 0.5338596493005753, "decode.loss_mask": 0.4769653111696243, "decode.loss_dice": 0.7465985745191575, "decode.d0.loss_cls": 2.2032049536705016, "decode.d0.loss_mask": 0.580513733625412, "decode.d0.loss_dice": 0.9178337156772614, "decode.d1.loss_cls": 0.6592526823282242, "decode.d1.loss_mask": 0.531271430850029, "decode.d1.loss_dice": 0.8439862847328186, "decode.d2.loss_cls": 0.6079942524433136, "decode.d2.loss_mask": 0.4829109787940979, "decode.d2.loss_dice": 0.8143269136548043, "decode.d3.loss_cls": 0.6172722756862641, "decode.d3.loss_mask": 0.48855937123298643, "decode.d3.loss_dice": 0.7659734100103378, "decode.d4.loss_cls": 0.524253486096859, "decode.d4.loss_mask": 0.5062884956598281, "decode.d4.loss_dice": 0.779190967977047, "decode.d5.loss_cls": 0.4954077571630478, "decode.d5.loss_mask": 0.4755182653665543, "decode.d5.loss_dice": 0.7666265338659286, "decode.d6.loss_cls": 0.5384606838226318, "decode.d6.loss_mask": 0.46963089108467104, "decode.d6.loss_dice": 0.7410164713859558, "decode.d7.loss_cls": 0.49993783980607986, "decode.d7.loss_mask": 0.4805115282535553, "decode.d7.loss_dice": 0.7444660782814025, "decode.d8.loss_cls": 0.47900684773921964, "decode.d8.loss_mask": 0.4794177025556564, "decode.d8.loss_dice": 0.7679721415042877, "time": 0.5548516511917114, "memory": 7231, "step": 62450}
{"lr": 6.40322278965259e-06, "data_time": 0.009429740905761718, "grad_norm": 85.29312133789062, "loss": 24.489705944061278, "decode.loss_cls": 0.5614940986037255, "decode.loss_mask": 0.6684148669242859, "decode.loss_dice": 0.9937744930386543, "decode.d0.loss_cls": 2.2418039202690125, "decode.d0.loss_mask": 0.6643324106931686, "decode.d0.loss_dice": 1.08349289894104, "decode.d1.loss_cls": 0.8085821375250817, "decode.d1.loss_mask": 0.6771138370037079, "decode.d1.loss_dice": 1.0282497853040695, "decode.d2.loss_cls": 0.6390342369675637, "decode.d2.loss_mask": 0.688447180390358, "decode.d2.loss_dice": 0.99757179915905, "decode.d3.loss_cls": 0.6241547375917434, "decode.d3.loss_mask": 0.6631582796573638, "decode.d3.loss_dice": 0.9843589171767235, "decode.d4.loss_cls": 0.5832406669855118, "decode.d4.loss_mask": 0.668287742137909, "decode.d4.loss_dice": 0.9710850819945336, "decode.d5.loss_cls": 0.5995758563280106, "decode.d5.loss_mask": 0.6583368986845016, "decode.d5.loss_dice": 0.9753225356340408, "decode.d6.loss_cls": 0.5841574534773827, "decode.d6.loss_mask": 0.6512136697769165, "decode.d6.loss_dice": 0.9888845100998879, "decode.d7.loss_cls": 0.5920594513416291, "decode.d7.loss_mask": 0.656580975651741, "decode.d7.loss_dice": 0.9874311313033104, "decode.d8.loss_cls": 0.575606806576252, "decode.d8.loss_mask": 0.6708304822444916, "decode.d8.loss_dice": 1.0031093031167984, "time": 0.5568164348602295, "memory": 7204, "step": 62500}
{"lr": 6.400267380265328e-06, "data_time": 0.00949532985687256, "grad_norm": 107.50008010864258, "loss": 28.030539417266844, "decode.loss_cls": 0.7248351067304611, "decode.loss_mask": 0.7636342287063599, "decode.loss_dice": 1.0359583795070648, "decode.d0.loss_cls": 2.453727424144745, "decode.d0.loss_mask": 0.8842014342546463, "decode.d0.loss_dice": 1.2194197237491609, "decode.d1.loss_cls": 0.938202577829361, "decode.d1.loss_mask": 0.8318374007940292, "decode.d1.loss_dice": 1.1806719243526458, "decode.d2.loss_cls": 0.8514659643173218, "decode.d2.loss_mask": 0.7686128050088883, "decode.d2.loss_dice": 1.0934109568595887, "decode.d3.loss_cls": 0.7588992118835449, "decode.d3.loss_mask": 0.7798689484596253, "decode.d3.loss_dice": 1.0438369542360306, "decode.d4.loss_cls": 0.6967166423797607, "decode.d4.loss_mask": 0.7727710425853729, "decode.d4.loss_dice": 1.0683806285262107, "decode.d5.loss_cls": 0.7134600073099137, "decode.d5.loss_mask": 0.7601389348506927, "decode.d5.loss_dice": 1.0554687261581421, "decode.d6.loss_cls": 0.6705010801553726, "decode.d6.loss_mask": 0.7871256113052368, "decode.d6.loss_dice": 1.062191715836525, "decode.d7.loss_cls": 0.6675951421260834, "decode.d7.loss_mask": 0.7895751416683197, "decode.d7.loss_dice": 1.090353611111641, "decode.d8.loss_cls": 0.6938475042581558, "decode.d8.loss_mask": 0.7852201253175736, "decode.d8.loss_dice": 1.0886100769042968, "time": 0.5297149419784546, "memory": 7215, "step": 62550}
{"lr": 6.397311819236948e-06, "data_time": 0.009340119361877442, "grad_norm": 87.75542221069335, "loss": 32.51983127593994, "decode.loss_cls": 0.7438878089189529, "decode.loss_mask": 0.7847465932369232, "decode.loss_dice": 1.513611614704132, "decode.d0.loss_cls": 2.294387423992157, "decode.d0.loss_mask": 0.8597988784313202, "decode.d0.loss_dice": 1.690316492319107, "decode.d1.loss_cls": 0.8487038254737854, "decode.d1.loss_mask": 0.8190291464328766, "decode.d1.loss_dice": 1.5300145506858827, "decode.d2.loss_cls": 0.8572450459003449, "decode.d2.loss_mask": 0.7930198907852173, "decode.d2.loss_dice": 1.536615937948227, "decode.d3.loss_cls": 0.8183083385229111, "decode.d3.loss_mask": 0.792110699415207, "decode.d3.loss_dice": 1.521635216474533, "decode.d4.loss_cls": 0.7581687688827514, "decode.d4.loss_mask": 0.770179283618927, "decode.d4.loss_dice": 1.499178695678711, "decode.d5.loss_cls": 0.761634624004364, "decode.d5.loss_mask": 0.7597651720046997, "decode.d5.loss_dice": 1.5081097722053527, "decode.d6.loss_cls": 0.7489842683076858, "decode.d6.loss_mask": 0.7766652226448059, "decode.d6.loss_dice": 1.512146532535553, "decode.d7.loss_cls": 0.7528126895427704, "decode.d7.loss_mask": 0.7694619834423065, "decode.d7.loss_dice": 1.474944108724594, "decode.d8.loss_cls": 0.7381395161151886, "decode.d8.loss_mask": 0.7767260909080506, "decode.d8.loss_dice": 1.5094813525676727, "time": 0.5319939851760864, "memory": 7204, "step": 62600}
{"lr": 6.394356106481827e-06, "data_time": 0.009336280822753906, "grad_norm": 102.71580581665039, "loss": 25.629519081115724, "decode.loss_cls": 0.6011630577966571, "decode.loss_mask": 0.631308165192604, "decode.loss_dice": 1.0875810235738754, "decode.d0.loss_cls": 2.1288750946521757, "decode.d0.loss_mask": 0.6941665649414063, "decode.d0.loss_dice": 1.264883691072464, "decode.d1.loss_cls": 0.7620937064290046, "decode.d1.loss_mask": 0.6594963848590851, "decode.d1.loss_dice": 1.1965185880661011, "decode.d2.loss_cls": 0.7361165583133698, "decode.d2.loss_mask": 0.6498484045267106, "decode.d2.loss_dice": 1.122799989581108, "decode.d3.loss_cls": 0.6660809807479382, "decode.d3.loss_mask": 0.6380985513329506, "decode.d3.loss_dice": 1.1116923153400422, "decode.d4.loss_cls": 0.6266209423542023, "decode.d4.loss_mask": 0.6401725813746453, "decode.d4.loss_dice": 1.0872173339128495, "decode.d5.loss_cls": 0.6354075133800506, "decode.d5.loss_mask": 0.653226999938488, "decode.d5.loss_dice": 1.0821043998003006, "decode.d6.loss_cls": 0.5926903571933508, "decode.d6.loss_mask": 0.6543226525187492, "decode.d6.loss_dice": 1.0658691436052323, "decode.d7.loss_cls": 0.5827357750386, "decode.d7.loss_mask": 0.6492167979478836, "decode.d7.loss_dice": 1.0895785212516784, "decode.d8.loss_cls": 0.614510464668274, "decode.d8.loss_mask": 0.6403427511453629, "decode.d8.loss_dice": 1.0647782564163208, "time": 0.5298230648040771, "memory": 7216, "step": 62650}
{"lr": 6.391400241914233e-06, "data_time": 0.00956573486328125, "grad_norm": 82.0448127746582, "loss": 28.771264839172364, "decode.loss_cls": 0.7238020047545433, "decode.loss_mask": 0.7355088204145431, "decode.loss_dice": 1.1552646219730378, "decode.d0.loss_cls": 2.338110828399658, "decode.d0.loss_mask": 0.7887814223766327, "decode.d0.loss_dice": 1.2762697100639344, "decode.d1.loss_cls": 1.0685614496469498, "decode.d1.loss_mask": 0.743707287311554, "decode.d1.loss_dice": 1.202643981575966, "decode.d2.loss_cls": 0.9042577147483826, "decode.d2.loss_mask": 0.7206532895565033, "decode.d2.loss_dice": 1.1842005521059036, "decode.d3.loss_cls": 0.8731616348028183, "decode.d3.loss_mask": 0.7214392215013504, "decode.d3.loss_dice": 1.1646477997303009, "decode.d4.loss_cls": 0.8126944974064827, "decode.d4.loss_mask": 0.7302303671836853, "decode.d4.loss_dice": 1.1485602229833602, "decode.d5.loss_cls": 0.8418453022837639, "decode.d5.loss_mask": 0.7136950463056564, "decode.d5.loss_dice": 1.1468129187822342, "decode.d6.loss_cls": 0.7302031591534615, "decode.d6.loss_mask": 0.7382593214511871, "decode.d6.loss_dice": 1.151043027639389, "decode.d7.loss_cls": 0.7253410950303077, "decode.d7.loss_mask": 0.7195423573255539, "decode.d7.loss_dice": 1.1430516123771668, "decode.d8.loss_cls": 0.7293408498167991, "decode.d8.loss_mask": 0.705283933877945, "decode.d8.loss_dice": 1.1343502759933473, "time": 0.5305441379547119, "memory": 7231, "step": 62700}
{"lr": 6.388444225448357e-06, "data_time": 0.00931847095489502, "grad_norm": 86.00519256591797, "loss": 22.423010396957398, "decode.loss_cls": 0.5158889912068844, "decode.loss_mask": 0.6707318991422653, "decode.loss_dice": 0.8175844356417656, "decode.d0.loss_cls": 1.9502134025096893, "decode.d0.loss_mask": 0.7323572129011154, "decode.d0.loss_dice": 0.9787721529603004, "decode.d1.loss_cls": 0.6598719313740731, "decode.d1.loss_mask": 0.7027125239372254, "decode.d1.loss_dice": 0.9177225023508072, "decode.d2.loss_cls": 0.6016688525676728, "decode.d2.loss_mask": 0.6856996923685074, "decode.d2.loss_dice": 0.8831198364496231, "decode.d3.loss_cls": 0.641481877118349, "decode.d3.loss_mask": 0.6678190797567367, "decode.d3.loss_dice": 0.8356962203979492, "decode.d4.loss_cls": 0.5726284205913543, "decode.d4.loss_mask": 0.6707250475883484, "decode.d4.loss_dice": 0.8519442096352577, "decode.d5.loss_cls": 0.5356612242758274, "decode.d5.loss_mask": 0.6712030559778214, "decode.d5.loss_dice": 0.8427934408187866, "decode.d6.loss_cls": 0.5166901558637619, "decode.d6.loss_mask": 0.6761149317026138, "decode.d6.loss_dice": 0.842240372300148, "decode.d7.loss_cls": 0.4879740722477436, "decode.d7.loss_mask": 0.6699011713266373, "decode.d7.loss_dice": 0.8403979241847992, "decode.d8.loss_cls": 0.472505883872509, "decode.d8.loss_mask": 0.6721817791461945, "decode.d8.loss_dice": 0.8387083247303962, "time": 0.5278891801834107, "memory": 7255, "step": 62750}
{"lr": 6.3854880569982825e-06, "data_time": 0.009206032752990723, "grad_norm": 77.90814247131348, "loss": 23.889289569854736, "decode.loss_cls": 0.6990803450345993, "decode.loss_mask": 0.5296005427837371, "decode.loss_dice": 0.9042269319295884, "decode.d0.loss_cls": 2.2205970287323, "decode.d0.loss_mask": 0.5937483847141266, "decode.d0.loss_dice": 1.1126187711954116, "decode.d1.loss_cls": 0.9958208620548248, "decode.d1.loss_mask": 0.5634623050689698, "decode.d1.loss_dice": 0.9515883505344391, "decode.d2.loss_cls": 0.8352431952953339, "decode.d2.loss_mask": 0.5773444503545762, "decode.d2.loss_dice": 0.9459333926439285, "decode.d3.loss_cls": 0.8351866424083709, "decode.d3.loss_mask": 0.5278533607721329, "decode.d3.loss_dice": 0.8812900438904763, "decode.d4.loss_cls": 0.7654497653245926, "decode.d4.loss_mask": 0.5309659108519554, "decode.d4.loss_dice": 0.8915608376264572, "decode.d5.loss_cls": 0.7633711606264114, "decode.d5.loss_mask": 0.5345249488949776, "decode.d5.loss_dice": 0.8955169022083282, "decode.d6.loss_cls": 0.7442467272281647, "decode.d6.loss_mask": 0.535130076110363, "decode.d6.loss_dice": 0.8654596656560898, "decode.d7.loss_cls": 0.6999261856079102, "decode.d7.loss_mask": 0.5317800983786583, "decode.d7.loss_dice": 0.8861463636159896, "decode.d8.loss_cls": 0.6660022497177124, "decode.d8.loss_mask": 0.5319389536976814, "decode.d8.loss_dice": 0.8736754953861237, "time": 0.5299379587173462, "memory": 7215, "step": 62800}
{"lr": 6.382531736478014e-06, "data_time": 0.009156417846679688, "grad_norm": 78.6205982208252, "loss": 24.535734844207763, "decode.loss_cls": 0.5721363887190819, "decode.loss_mask": 0.6108219638466835, "decode.loss_dice": 1.0331825509667396, "decode.d0.loss_cls": 1.915306568145752, "decode.d0.loss_mask": 0.6206058502197266, "decode.d0.loss_dice": 1.1771924823522568, "decode.d1.loss_cls": 0.8346546858549118, "decode.d1.loss_mask": 0.5808953538537025, "decode.d1.loss_dice": 1.1054176360368728, "decode.d2.loss_cls": 0.7558094196021556, "decode.d2.loss_mask": 0.6018206879496575, "decode.d2.loss_dice": 1.0499879240989685, "decode.d3.loss_cls": 0.7046906191855669, "decode.d3.loss_mask": 0.5877446860074997, "decode.d3.loss_dice": 1.0222697481513023, "decode.d4.loss_cls": 0.7283351264894009, "decode.d4.loss_mask": 0.5995409712195396, "decode.d4.loss_dice": 1.0350327223539353, "decode.d5.loss_cls": 0.7028306238353252, "decode.d5.loss_mask": 0.5914666101336479, "decode.d5.loss_dice": 1.020917785167694, "decode.d6.loss_cls": 0.6064024977385998, "decode.d6.loss_mask": 0.6003457978367805, "decode.d6.loss_dice": 1.0255793571472167, "decode.d7.loss_cls": 0.6524149782955646, "decode.d7.loss_mask": 0.5772994577884674, "decode.d7.loss_dice": 1.0198184341192245, "decode.d8.loss_cls": 0.5616200678050518, "decode.d8.loss_mask": 0.6115907907485962, "decode.d8.loss_dice": 1.0300029307603835, "time": 0.53007652759552, "memory": 7226, "step": 62850}
{"lr": 6.379575263801453e-06, "data_time": 0.009083032608032227, "grad_norm": 90.12032623291016, "loss": 25.299567317962648, "decode.loss_cls": 0.6754454575479031, "decode.loss_mask": 0.6141803294420243, "decode.loss_dice": 1.055507019162178, "decode.d0.loss_cls": 2.40160847902298, "decode.d0.loss_mask": 0.638151353597641, "decode.d0.loss_dice": 1.2586390137672425, "decode.d1.loss_cls": 0.7480987206101417, "decode.d1.loss_mask": 0.5980975776910782, "decode.d1.loss_dice": 1.1368520140647889, "decode.d2.loss_cls": 0.6857503220438957, "decode.d2.loss_mask": 0.6070408090949059, "decode.d2.loss_dice": 1.0913798749446868, "decode.d3.loss_cls": 0.6535877525806427, "decode.d3.loss_mask": 0.6181023418903351, "decode.d3.loss_dice": 1.0427245646715164, "decode.d4.loss_cls": 0.6469902604818344, "decode.d4.loss_mask": 0.6189549595117569, "decode.d4.loss_dice": 1.0404548466205596, "decode.d5.loss_cls": 0.6437983840703965, "decode.d5.loss_mask": 0.6248511880636215, "decode.d5.loss_dice": 1.0388963103294373, "decode.d6.loss_cls": 0.6181039616465569, "decode.d6.loss_mask": 0.6193246811628341, "decode.d6.loss_dice": 1.0254574507474898, "decode.d7.loss_cls": 0.630393062531948, "decode.d7.loss_mask": 0.6223287343978882, "decode.d7.loss_dice": 1.0505337238311767, "decode.d8.loss_cls": 0.6431111618876457, "decode.d8.loss_mask": 0.6092010930180549, "decode.d8.loss_dice": 1.0420022666454316, "time": 0.5552837133407593, "memory": 7243, "step": 62900}
{"lr": 6.376618638882412e-06, "data_time": 0.009063792228698731, "grad_norm": 92.97580413818359, "loss": 26.62645125389099, "decode.loss_cls": 0.7547176659107209, "decode.loss_mask": 0.604959137737751, "decode.loss_dice": 0.9494918137788773, "decode.d0.loss_cls": 2.315616583824158, "decode.d0.loss_mask": 0.7438084542751312, "decode.d0.loss_dice": 1.1802459329366684, "decode.d1.loss_cls": 1.0512496650218963, "decode.d1.loss_mask": 0.7119921445846558, "decode.d1.loss_dice": 1.0705106124281882, "decode.d2.loss_cls": 0.9176228538155555, "decode.d2.loss_mask": 0.6564853593707085, "decode.d2.loss_dice": 1.0248889327049255, "decode.d3.loss_cls": 0.8735365092754364, "decode.d3.loss_mask": 0.6474465012550354, "decode.d3.loss_dice": 0.9997943595051766, "decode.d4.loss_cls": 0.8317741349339485, "decode.d4.loss_mask": 0.6405778050422668, "decode.d4.loss_dice": 0.9897570580244064, "decode.d5.loss_cls": 0.8562939688563347, "decode.d5.loss_mask": 0.6337346956133842, "decode.d5.loss_dice": 0.9909322291612626, "decode.d6.loss_cls": 0.8311835944652557, "decode.d6.loss_mask": 0.6291050493717194, "decode.d6.loss_dice": 0.9705173179507256, "decode.d7.loss_cls": 0.7573535412549972, "decode.d7.loss_mask": 0.6439785569906235, "decode.d7.loss_dice": 0.9685230478644371, "decode.d8.loss_cls": 0.8325172960758209, "decode.d8.loss_mask": 0.6094333589076996, "decode.d8.loss_dice": 0.938404506444931, "time": 0.5567848920822144, "memory": 7186, "step": 62950}
{"lr": 6.3736618616346124e-06, "data_time": 0.0093794584274292, "grad_norm": 82.35731506347656, "loss": 29.87247476577759, "decode.loss_cls": 0.558763501048088, "decode.loss_mask": 0.7626992344856263, "decode.loss_dice": 1.3964197099208833, "decode.d0.loss_cls": 2.070882248878479, "decode.d0.loss_mask": 0.8386417925357819, "decode.d0.loss_dice": 1.665815180540085, "decode.d1.loss_cls": 0.6413552686572075, "decode.d1.loss_mask": 0.8147992551326751, "decode.d1.loss_dice": 1.6015891134738922, "decode.d2.loss_cls": 0.6356794834136963, "decode.d2.loss_mask": 0.7801644802093506, "decode.d2.loss_dice": 1.4999234855175019, "decode.d3.loss_cls": 0.6828995920717716, "decode.d3.loss_mask": 0.76102996468544, "decode.d3.loss_dice": 1.4218690872192383, "decode.d4.loss_cls": 0.6519072592258454, "decode.d4.loss_mask": 0.755905556678772, "decode.d4.loss_dice": 1.4049021661281587, "decode.d5.loss_cls": 0.5790422983467579, "decode.d5.loss_mask": 0.7644518494606019, "decode.d5.loss_dice": 1.4070080995559693, "decode.d6.loss_cls": 0.5685908421874046, "decode.d6.loss_mask": 0.7646074801683426, "decode.d6.loss_dice": 1.3901991188526153, "decode.d7.loss_cls": 0.5517420984804631, "decode.d7.loss_mask": 0.7629331737756729, "decode.d7.loss_dice": 1.4266457736492157, "decode.d8.loss_cls": 0.5367845721542835, "decode.d8.loss_mask": 0.7625676542520523, "decode.d8.loss_dice": 1.4126548290252685, "time": 0.6072937726974488, "memory": 7259, "step": 63000}
{"lr": 6.370704931971675e-06, "data_time": 0.009556102752685546, "grad_norm": 75.99613075256347, "loss": 20.02483491897583, "decode.loss_cls": 0.39780610948801043, "decode.loss_mask": 0.6170407176017761, "decode.loss_dice": 0.7917647689580918, "decode.d0.loss_cls": 1.7979991793632508, "decode.d0.loss_mask": 0.6493095487356186, "decode.d0.loss_dice": 0.9155736446380616, "decode.d1.loss_cls": 0.4834034964442253, "decode.d1.loss_mask": 0.6270400762557984, "decode.d1.loss_dice": 0.8136040806770325, "decode.d2.loss_cls": 0.45130095779895785, "decode.d2.loss_mask": 0.6319792091846466, "decode.d2.loss_dice": 0.8271626263856888, "decode.d3.loss_cls": 0.4732943169772625, "decode.d3.loss_mask": 0.6284369379281998, "decode.d3.loss_dice": 0.8019155949354172, "decode.d4.loss_cls": 0.4036123067140579, "decode.d4.loss_mask": 0.6261130824685097, "decode.d4.loss_dice": 0.8177784979343414, "decode.d5.loss_cls": 0.4274991273880005, "decode.d5.loss_mask": 0.6197405695915222, "decode.d5.loss_dice": 0.8021616548299789, "decode.d6.loss_cls": 0.3835140570998192, "decode.d6.loss_mask": 0.6215093433856964, "decode.d6.loss_dice": 0.8117674350738525, "decode.d7.loss_cls": 0.3685299210250378, "decode.d7.loss_mask": 0.6239304855465889, "decode.d7.loss_dice": 0.807258078455925, "decode.d8.loss_cls": 0.3939672365784645, "decode.d8.loss_mask": 0.6214716583490372, "decode.d8.loss_dice": 0.7883499711751938, "time": 0.5285483121871948, "memory": 7215, "step": 63050}
{"lr": 6.367747849807141e-06, "data_time": 0.009387898445129394, "grad_norm": 90.95729598999023, "loss": 24.628978538513184, "decode.loss_cls": 0.5894487142562866, "decode.loss_mask": 0.6682941854000092, "decode.loss_dice": 0.9572486072778702, "decode.d0.loss_cls": 2.1867427110671995, "decode.d0.loss_mask": 0.7613911241292953, "decode.d0.loss_dice": 1.1833285689353943, "decode.d1.loss_cls": 0.7341909557580948, "decode.d1.loss_mask": 0.6830097317695618, "decode.d1.loss_dice": 1.0476337790489196, "decode.d2.loss_cls": 0.6891300857067109, "decode.d2.loss_mask": 0.6623294293880463, "decode.d2.loss_dice": 1.0262288928031922, "decode.d3.loss_cls": 0.6414582043886184, "decode.d3.loss_mask": 0.6443469226360321, "decode.d3.loss_dice": 0.9885665506124497, "decode.d4.loss_cls": 0.5891408413648606, "decode.d4.loss_mask": 0.6606951057910919, "decode.d4.loss_dice": 0.993719094991684, "decode.d5.loss_cls": 0.5961692929267883, "decode.d5.loss_mask": 0.6642513334751129, "decode.d5.loss_dice": 0.9729020863771438, "decode.d6.loss_cls": 0.630286268889904, "decode.d6.loss_mask": 0.6536375164985657, "decode.d6.loss_dice": 0.9662115305662156, "decode.d7.loss_cls": 0.5753191858530045, "decode.d7.loss_mask": 0.6692092776298523, "decode.d7.loss_dice": 0.9734289020299911, "decode.d8.loss_cls": 0.592664948105812, "decode.d8.loss_mask": 0.6541237115859986, "decode.d8.loss_dice": 0.9738712906837463, "time": 0.5303506135940552, "memory": 7215, "step": 63100}
{"lr": 6.364790615054441e-06, "data_time": 0.009540462493896484, "grad_norm": 86.58256607055664, "loss": 19.58363437652588, "decode.loss_cls": 0.4749588444828987, "decode.loss_mask": 0.6167394459247589, "decode.loss_dice": 0.665442505478859, "decode.d0.loss_cls": 1.712317430973053, "decode.d0.loss_mask": 0.6772050440311432, "decode.d0.loss_dice": 0.7592608690261841, "decode.d1.loss_cls": 0.5761102743446826, "decode.d1.loss_mask": 0.6660363107919693, "decode.d1.loss_dice": 0.7105163335800171, "decode.d2.loss_cls": 0.5696667388081551, "decode.d2.loss_mask": 0.6326881885528565, "decode.d2.loss_dice": 0.6730623990297318, "decode.d3.loss_cls": 0.44305647164583206, "decode.d3.loss_mask": 0.6642667144536972, "decode.d3.loss_dice": 0.7058472275733948, "decode.d4.loss_cls": 0.45117716044187545, "decode.d4.loss_mask": 0.6526500910520554, "decode.d4.loss_dice": 0.7131132453680038, "decode.d5.loss_cls": 0.471980457007885, "decode.d5.loss_mask": 0.6377456605434417, "decode.d5.loss_dice": 0.7123402073979378, "decode.d6.loss_cls": 0.4942706860601902, "decode.d6.loss_mask": 0.6411805868148803, "decode.d6.loss_dice": 0.6752881810069085, "decode.d7.loss_cls": 0.49520277306437493, "decode.d7.loss_mask": 0.6327197462320328, "decode.d7.loss_dice": 0.6829030826687813, "decode.d8.loss_cls": 0.46804921999573706, "decode.d8.loss_mask": 0.6336688160896301, "decode.d8.loss_dice": 0.6741692423820496, "time": 0.5304508686065674, "memory": 7216, "step": 63150}
{"lr": 6.361833227626924e-06, "data_time": 0.00937354564666748, "grad_norm": 80.2894359588623, "loss": 25.534726524353026, "decode.loss_cls": 0.6343206852674484, "decode.loss_mask": 0.5803426012396813, "decode.loss_dice": 1.0806982308626174, "decode.d0.loss_cls": 2.192179536819458, "decode.d0.loss_mask": 0.6425548315048217, "decode.d0.loss_dice": 1.2553552031517028, "decode.d1.loss_cls": 0.8607424914836883, "decode.d1.loss_mask": 0.6033942207694054, "decode.d1.loss_dice": 1.1928234308958054, "decode.d2.loss_cls": 0.7173575684428215, "decode.d2.loss_mask": 0.5834569245576858, "decode.d2.loss_dice": 1.1055270224809646, "decode.d3.loss_cls": 0.6639694884419441, "decode.d3.loss_mask": 0.602007107436657, "decode.d3.loss_dice": 1.1199709743261337, "decode.d4.loss_cls": 0.6928213953971862, "decode.d4.loss_mask": 0.5952809005975723, "decode.d4.loss_dice": 1.0772397488355636, "decode.d5.loss_cls": 0.6713861048221588, "decode.d5.loss_mask": 0.5875222980976105, "decode.d5.loss_dice": 1.0995964795351028, "decode.d6.loss_cls": 0.6836475282907486, "decode.d6.loss_mask": 0.5802685230970382, "decode.d6.loss_dice": 1.0628168344497682, "decode.d7.loss_cls": 0.7360302448272705, "decode.d7.loss_mask": 0.5847591295838356, "decode.d7.loss_dice": 1.0480275839567184, "decode.d8.loss_cls": 0.628042671084404, "decode.d8.loss_mask": 0.583578759431839, "decode.d8.loss_dice": 1.0690072774887085, "time": 0.5591138124465942, "memory": 7242, "step": 63200}
{"lr": 6.358875687437842e-06, "data_time": 0.009384679794311523, "grad_norm": 93.54629821777344, "loss": 24.276733207702637, "decode.loss_cls": 0.6018574312329292, "decode.loss_mask": 0.7264036655426025, "decode.loss_dice": 0.9263148307800293, "decode.d0.loss_cls": 2.1377442717552184, "decode.d0.loss_mask": 0.7804736077785492, "decode.d0.loss_dice": 1.1486273527145385, "decode.d1.loss_cls": 0.7708415806293487, "decode.d1.loss_mask": 0.7080459475517273, "decode.d1.loss_dice": 1.013408637046814, "decode.d2.loss_cls": 0.616547018289566, "decode.d2.loss_mask": 0.7001853674650192, "decode.d2.loss_dice": 0.9558373808860778, "decode.d3.loss_cls": 0.6435424625873566, "decode.d3.loss_mask": 0.6692953258752823, "decode.d3.loss_dice": 0.9084014892578125, "decode.d4.loss_cls": 0.6194510444998741, "decode.d4.loss_mask": 0.6862296432256698, "decode.d4.loss_dice": 0.8987956523895264, "decode.d5.loss_cls": 0.6504728808999062, "decode.d5.loss_mask": 0.6883776098489761, "decode.d5.loss_dice": 0.9095770180225372, "decode.d6.loss_cls": 0.5892863318324089, "decode.d6.loss_mask": 0.698782417178154, "decode.d6.loss_dice": 0.8876006841659546, "decode.d7.loss_cls": 0.5618894785642624, "decode.d7.loss_mask": 0.6835158139467239, "decode.d7.loss_dice": 0.8852272480726242, "decode.d8.loss_cls": 0.5806086704134941, "decode.d8.loss_mask": 0.7101331233978272, "decode.d8.loss_dice": 0.9192588090896606, "time": 0.5280444860458374, "memory": 7312, "step": 63250}
{"lr": 6.355917994400341e-06, "data_time": 0.009228777885437012, "grad_norm": 83.17591819763183, "loss": 25.475523662567138, "decode.loss_cls": 0.5934520989656449, "decode.loss_mask": 0.6203843921422958, "decode.loss_dice": 1.0462626695632935, "decode.d0.loss_cls": 2.1846999287605287, "decode.d0.loss_mask": 0.7438424706459046, "decode.d0.loss_dice": 1.232904499769211, "decode.d1.loss_cls": 0.7442898660898208, "decode.d1.loss_mask": 0.6661452919244766, "decode.d1.loss_dice": 1.165678036212921, "decode.d2.loss_cls": 0.6478892624378204, "decode.d2.loss_mask": 0.6562529385089875, "decode.d2.loss_dice": 1.111819761991501, "decode.d3.loss_cls": 0.6522272437810898, "decode.d3.loss_mask": 0.6288902372121811, "decode.d3.loss_dice": 1.0909511029720307, "decode.d4.loss_cls": 0.6244339287281037, "decode.d4.loss_mask": 0.6288949757814407, "decode.d4.loss_dice": 1.1024124771356583, "decode.d5.loss_cls": 0.5928673580288887, "decode.d5.loss_mask": 0.6305612772703171, "decode.d5.loss_dice": 1.1070777028799057, "decode.d6.loss_cls": 0.6136535063385964, "decode.d6.loss_mask": 0.6263752371072769, "decode.d6.loss_dice": 1.0786217987537383, "decode.d7.loss_cls": 0.644428314268589, "decode.d7.loss_mask": 0.62611004114151, "decode.d7.loss_dice": 1.080424851179123, "decode.d8.loss_cls": 0.614988523721695, "decode.d8.loss_mask": 0.6301067024469376, "decode.d8.loss_dice": 1.088876411318779, "time": 0.5298862934112549, "memory": 7243, "step": 63300}
{"lr": 6.3529601484274965e-06, "data_time": 0.009150385856628418, "grad_norm": 93.44429092407226, "loss": 27.451117992401123, "decode.loss_cls": 0.6758439123630524, "decode.loss_mask": 0.793641459941864, "decode.loss_dice": 0.9766844063997269, "decode.d0.loss_cls": 2.129881703853607, "decode.d0.loss_mask": 0.8821620911359787, "decode.d0.loss_dice": 1.2171953916549683, "decode.d1.loss_cls": 0.8846920937299728, "decode.d1.loss_mask": 0.828195059299469, "decode.d1.loss_dice": 1.108874100446701, "decode.d2.loss_cls": 0.8549665167927742, "decode.d2.loss_mask": 0.8541045844554901, "decode.d2.loss_dice": 1.0511235147714615, "decode.d3.loss_cls": 0.7916718438267708, "decode.d3.loss_mask": 0.8095798015594482, "decode.d3.loss_dice": 0.997796231508255, "decode.d4.loss_cls": 0.7423953741788865, "decode.d4.loss_mask": 0.8157215714454651, "decode.d4.loss_dice": 0.9967195570468903, "decode.d5.loss_cls": 0.7150432124733925, "decode.d5.loss_mask": 0.8183365166187286, "decode.d5.loss_dice": 1.0145066499710083, "decode.d6.loss_cls": 0.7237340822815895, "decode.d6.loss_mask": 0.8019335389137268, "decode.d6.loss_dice": 0.9771725118160248, "decode.d7.loss_cls": 0.7032790020108223, "decode.d7.loss_mask": 0.806050032377243, "decode.d7.loss_dice": 1.0139285355806351, "decode.d8.loss_cls": 0.6920898675918579, "decode.d8.loss_mask": 0.7796065270900726, "decode.d8.loss_dice": 0.9941872209310532, "time": 0.5295348644256592, "memory": 7186, "step": 63350}
{"lr": 6.350002149432273e-06, "data_time": 0.00945267677307129, "grad_norm": 86.49445419311523, "loss": 25.786514472961425, "decode.loss_cls": 0.5843197047710419, "decode.loss_mask": 0.7060888409614563, "decode.loss_dice": 1.064499270915985, "decode.d0.loss_cls": 2.112262415885925, "decode.d0.loss_mask": 0.802146053314209, "decode.d0.loss_dice": 1.2638826429843903, "decode.d1.loss_cls": 0.7629200339317321, "decode.d1.loss_mask": 0.7353441327810287, "decode.d1.loss_dice": 1.1683720827102662, "decode.d2.loss_cls": 0.6692935511469841, "decode.d2.loss_mask": 0.6940897285938263, "decode.d2.loss_dice": 1.102877777814865, "decode.d3.loss_cls": 0.5889017179608345, "decode.d3.loss_mask": 0.6938318341970444, "decode.d3.loss_dice": 1.0606358170509338, "decode.d4.loss_cls": 0.596396592259407, "decode.d4.loss_mask": 0.6894167214632034, "decode.d4.loss_dice": 1.0573382258415223, "decode.d5.loss_cls": 0.5799493074417115, "decode.d5.loss_mask": 0.6912998199462891, "decode.d5.loss_dice": 1.056742399930954, "decode.d6.loss_cls": 0.5914883732795715, "decode.d6.loss_mask": 0.7065865367650985, "decode.d6.loss_dice": 1.0609754741191864, "decode.d7.loss_cls": 0.5933745950460434, "decode.d7.loss_mask": 0.7080184370279312, "decode.d7.loss_dice": 1.0889987409114839, "decode.d8.loss_cls": 0.5596519187092781, "decode.d8.loss_mask": 0.7021402269601822, "decode.d8.loss_dice": 1.094670593738556, "time": 0.5302167654037475, "memory": 7210, "step": 63400}
{"lr": 6.347043997327544e-06, "data_time": 0.009198164939880371, "grad_norm": 98.18498611450195, "loss": 22.706264686584472, "decode.loss_cls": 0.5836979016661644, "decode.loss_mask": 0.6800331592559814, "decode.loss_dice": 0.7668129980564118, "decode.d0.loss_cls": 2.1111990809440613, "decode.d0.loss_mask": 0.711538678407669, "decode.d0.loss_dice": 0.9334223091602325, "decode.d1.loss_cls": 0.7737124055624008, "decode.d1.loss_mask": 0.7026215493679047, "decode.d1.loss_dice": 0.8245427072048187, "decode.d2.loss_cls": 0.6622875452041626, "decode.d2.loss_mask": 0.7028462707996368, "decode.d2.loss_dice": 0.8134957492351532, "decode.d3.loss_cls": 0.6630191326141357, "decode.d3.loss_mask": 0.7047465234994889, "decode.d3.loss_dice": 0.7978045344352722, "decode.d4.loss_cls": 0.5805285975337029, "decode.d4.loss_mask": 0.7274347364902496, "decode.d4.loss_dice": 0.799495306611061, "decode.d5.loss_cls": 0.5849236965179443, "decode.d5.loss_mask": 0.6865583568811416, "decode.d5.loss_dice": 0.7622606813907623, "decode.d6.loss_cls": 0.576787893474102, "decode.d6.loss_mask": 0.698282903432846, "decode.d6.loss_dice": 0.7517070591449737, "decode.d7.loss_cls": 0.5936206817626953, "decode.d7.loss_mask": 0.6941065132617951, "decode.d7.loss_dice": 0.7710230499505997, "decode.d8.loss_cls": 0.581777249276638, "decode.d8.loss_mask": 0.6971422463655472, "decode.d8.loss_dice": 0.7688353031873703, "time": 0.5307487726211548, "memory": 7236, "step": 63450}
{"lr": 6.344085692026079e-06, "data_time": 0.009492921829223632, "grad_norm": 97.03616485595703, "loss": 24.441814422607422, "decode.loss_cls": 0.6467962324619293, "decode.loss_mask": 0.6623301953077316, "decode.loss_dice": 0.9206412643194198, "decode.d0.loss_cls": 2.0500330209732054, "decode.d0.loss_mask": 0.7042273551225662, "decode.d0.loss_dice": 1.0606658041477204, "decode.d1.loss_cls": 0.7808029741048813, "decode.d1.loss_mask": 0.74166259765625, "decode.d1.loss_dice": 1.0011752009391786, "decode.d2.loss_cls": 0.8331100732088089, "decode.d2.loss_mask": 0.6662215769290925, "decode.d2.loss_dice": 0.9446698248386383, "decode.d3.loss_cls": 0.7398567199707031, "decode.d3.loss_mask": 0.6682692766189575, "decode.d3.loss_dice": 0.9047674387693405, "decode.d4.loss_cls": 0.6843978464603424, "decode.d4.loss_mask": 0.660174372792244, "decode.d4.loss_dice": 0.9166070431470871, "decode.d5.loss_cls": 0.6653421461582184, "decode.d5.loss_mask": 0.6653661102056503, "decode.d5.loss_dice": 0.9057878285646439, "decode.d6.loss_cls": 0.6617628812789917, "decode.d6.loss_mask": 0.6671966493129731, "decode.d6.loss_dice": 0.8897193312644959, "decode.d7.loss_cls": 0.601785883307457, "decode.d7.loss_mask": 0.6608303308486938, "decode.d7.loss_dice": 0.9204210579395294, "decode.d8.loss_cls": 0.6653490990400315, "decode.d8.loss_mask": 0.6545645326375962, "decode.d8.loss_dice": 0.8972782999277115, "time": 0.556768536567688, "memory": 7187, "step": 63500}
{"lr": 6.341127233440569e-06, "data_time": 0.009450244903564452, "grad_norm": 86.10839157104492, "loss": 28.344219398498534, "decode.loss_cls": 0.6137069679796696, "decode.loss_mask": 0.7392096132040024, "decode.loss_dice": 1.2181273132562638, "decode.d0.loss_cls": 2.124372434616089, "decode.d0.loss_mask": 0.8373671352863312, "decode.d0.loss_dice": 1.4429360926151276, "decode.d1.loss_cls": 0.7378946848213672, "decode.d1.loss_mask": 0.8033372670412063, "decode.d1.loss_dice": 1.331916981935501, "decode.d2.loss_cls": 0.686934195458889, "decode.d2.loss_mask": 0.7767377167940139, "decode.d2.loss_dice": 1.2981575548648834, "decode.d3.loss_cls": 0.7154403336346149, "decode.d3.loss_mask": 0.7223233640193939, "decode.d3.loss_dice": 1.22239810526371, "decode.d4.loss_cls": 0.7144630663096905, "decode.d4.loss_mask": 0.7306773096323014, "decode.d4.loss_dice": 1.2417606353759765, "decode.d5.loss_cls": 0.6631568603217601, "decode.d5.loss_mask": 0.7357576221227646, "decode.d5.loss_dice": 1.225470131635666, "decode.d6.loss_cls": 0.6148809604346752, "decode.d6.loss_mask": 0.7349386960268021, "decode.d6.loss_dice": 1.199677312374115, "decode.d7.loss_cls": 0.6426939085125923, "decode.d7.loss_mask": 0.7467970132827759, "decode.d7.loss_dice": 1.2172313183546066, "decode.d8.loss_cls": 0.6385341629385948, "decode.d8.loss_mask": 0.7406728059053421, "decode.d8.loss_dice": 1.2266472697257995, "time": 0.5571818113327026, "memory": 7216, "step": 63550}
{"lr": 6.338168621483602e-06, "data_time": 0.009432125091552734, "grad_norm": 88.75461502075196, "loss": 26.528893852233885, "decode.loss_cls": 0.6162862300872802, "decode.loss_mask": 0.789065808057785, "decode.loss_dice": 1.022942954301834, "decode.d0.loss_cls": 2.0929880499839784, "decode.d0.loss_mask": 0.8220882713794708, "decode.d0.loss_dice": 1.174144697189331, "decode.d1.loss_cls": 0.7939634114503861, "decode.d1.loss_mask": 0.8041082233190536, "decode.d1.loss_dice": 1.1204411447048188, "decode.d2.loss_cls": 0.7234984904527664, "decode.d2.loss_mask": 0.7929689913988114, "decode.d2.loss_dice": 1.0709061920642853, "decode.d3.loss_cls": 0.6134078189730644, "decode.d3.loss_mask": 0.7985585898160934, "decode.d3.loss_dice": 1.050653350353241, "decode.d4.loss_cls": 0.6009670063853264, "decode.d4.loss_mask": 0.8023229598999023, "decode.d4.loss_dice": 1.0663182318210602, "decode.d5.loss_cls": 0.637825708091259, "decode.d5.loss_mask": 0.7857569605112076, "decode.d5.loss_dice": 1.0461105763912202, "decode.d6.loss_cls": 0.6366761654615403, "decode.d6.loss_mask": 0.7998772889375687, "decode.d6.loss_dice": 1.0200743496417999, "decode.d7.loss_cls": 0.5989965468645095, "decode.d7.loss_mask": 0.8017444163560867, "decode.d7.loss_dice": 1.0363708436489105, "decode.d8.loss_cls": 0.595250877737999, "decode.d8.loss_mask": 0.7920117259025574, "decode.d8.loss_dice": 1.0225683867931366, "time": 0.5299301147460938, "memory": 7189, "step": 63600}
{"lr": 6.335209856067673e-06, "data_time": 0.009144043922424317, "grad_norm": 88.02791786193848, "loss": 34.01066646575928, "decode.loss_cls": 0.7265137881040573, "decode.loss_mask": 0.8955461204051971, "decode.loss_dice": 1.451907253265381, "decode.d0.loss_cls": 2.7320404291152953, "decode.d0.loss_mask": 0.997208708524704, "decode.d0.loss_dice": 1.6981550812721253, "decode.d1.loss_cls": 0.9589474454522133, "decode.d1.loss_mask": 0.9298564314842224, "decode.d1.loss_dice": 1.5979492247104645, "decode.d2.loss_cls": 0.8063681483268738, "decode.d2.loss_mask": 0.9269791752099991, "decode.d2.loss_dice": 1.5010552108287811, "decode.d3.loss_cls": 0.8001681596040726, "decode.d3.loss_mask": 0.886669060587883, "decode.d3.loss_dice": 1.4745907962322236, "decode.d4.loss_cls": 0.8330874800682068, "decode.d4.loss_mask": 0.8699247062206268, "decode.d4.loss_dice": 1.4571916580200195, "decode.d5.loss_cls": 0.8060087710618973, "decode.d5.loss_mask": 0.8839264214038849, "decode.d5.loss_dice": 1.4690165281295777, "decode.d6.loss_cls": 0.7800554662942887, "decode.d6.loss_mask": 0.8694106340408325, "decode.d6.loss_dice": 1.4406240224838256, "decode.d7.loss_cls": 0.8122672259807586, "decode.d7.loss_mask": 0.8688866823911667, "decode.d7.loss_dice": 1.4448730111122132, "decode.d8.loss_cls": 0.7545638769865036, "decode.d8.loss_mask": 0.8867166191339493, "decode.d8.loss_dice": 1.450158953666687, "time": 0.5296793699264526, "memory": 7346, "step": 63650}
{"lr": 6.332250937105175e-06, "data_time": 0.009088778495788574, "grad_norm": 87.81473770141602, "loss": 22.23244743347168, "decode.loss_cls": 0.532341505587101, "decode.loss_mask": 0.6220757350325584, "decode.loss_dice": 0.8092889666557312, "decode.d0.loss_cls": 2.0783461332321167, "decode.d0.loss_mask": 0.6620717793703079, "decode.d0.loss_dice": 1.0105952188372611, "decode.d1.loss_cls": 0.79615778028965, "decode.d1.loss_mask": 0.6431903690099716, "decode.d1.loss_dice": 0.8821856528520584, "decode.d2.loss_cls": 0.7459670245647431, "decode.d2.loss_mask": 0.6256876468658448, "decode.d2.loss_dice": 0.8438962161540985, "decode.d3.loss_cls": 0.6218863055109978, "decode.d3.loss_mask": 0.6141540050506592, "decode.d3.loss_dice": 0.8094951242208481, "decode.d4.loss_cls": 0.5857653141021728, "decode.d4.loss_mask": 0.6316187888383865, "decode.d4.loss_dice": 0.8161888211965561, "decode.d5.loss_cls": 0.6123628988862038, "decode.d5.loss_mask": 0.6164695054292679, "decode.d5.loss_dice": 0.78608867675066, "decode.d6.loss_cls": 0.548726387321949, "decode.d6.loss_mask": 0.6066779643297195, "decode.d6.loss_dice": 0.79997299015522, "decode.d7.loss_cls": 0.5214395880699157, "decode.d7.loss_mask": 0.6241124361753464, "decode.d7.loss_dice": 0.8064550280570983, "decode.d8.loss_cls": 0.5315702766180038, "decode.d8.loss_mask": 0.6186343908309937, "decode.d8.loss_dice": 0.8290252909064293, "time": 0.5300250768661499, "memory": 7194, "step": 63700}
{"lr": 6.329291864508418e-06, "data_time": 0.00926814079284668, "grad_norm": 92.29019279479981, "loss": 24.999817371368408, "decode.loss_cls": 0.7004393309354782, "decode.loss_mask": 0.521121296286583, "decode.loss_dice": 1.027117908000946, "decode.d0.loss_cls": 2.158894181251526, "decode.d0.loss_mask": 0.5654107749462127, "decode.d0.loss_dice": 1.1896469712257385, "decode.d1.loss_cls": 1.0179222583770753, "decode.d1.loss_mask": 0.5331003114581108, "decode.d1.loss_dice": 1.1527357399463654, "decode.d2.loss_cls": 0.7571630507707596, "decode.d2.loss_mask": 0.5219064444303513, "decode.d2.loss_dice": 1.0659170597791672, "decode.d3.loss_cls": 0.752571415901184, "decode.d3.loss_mask": 0.5304839134216308, "decode.d3.loss_dice": 1.0415835201740264, "decode.d4.loss_cls": 0.7275150835514068, "decode.d4.loss_mask": 0.5238248899579048, "decode.d4.loss_dice": 1.0593543201684952, "decode.d5.loss_cls": 0.7188448637723923, "decode.d5.loss_mask": 0.5242780163884163, "decode.d5.loss_dice": 1.074324944615364, "decode.d6.loss_cls": 0.7020224541425705, "decode.d6.loss_mask": 0.5255460098385811, "decode.d6.loss_dice": 1.040130752325058, "decode.d7.loss_cls": 0.7324985414743423, "decode.d7.loss_mask": 0.5160239994525909, "decode.d7.loss_dice": 1.0509770035743713, "decode.d8.loss_cls": 0.6927658140659332, "decode.d8.loss_mask": 0.5193705826997757, "decode.d8.loss_dice": 1.056325489282608, "time": 0.5283784627914428, "memory": 7244, "step": 63750}
{"lr": 6.326332638189597e-06, "data_time": 0.009338688850402833, "grad_norm": 89.95706253051758, "loss": 28.279458713531493, "decode.loss_cls": 0.6714192904531956, "decode.loss_mask": 0.7630839139223099, "decode.loss_dice": 1.1264826893806457, "decode.d0.loss_cls": 2.1877205967903137, "decode.d0.loss_mask": 0.8232417523860931, "decode.d0.loss_dice": 1.2885142982006073, "decode.d1.loss_cls": 0.8537418499588967, "decode.d1.loss_mask": 0.7770521342754364, "decode.d1.loss_dice": 1.2354060471057893, "decode.d2.loss_cls": 0.8206220492720604, "decode.d2.loss_mask": 0.7417954981327057, "decode.d2.loss_dice": 1.1838394165039063, "decode.d3.loss_cls": 0.7759965397417545, "decode.d3.loss_mask": 0.7554605424404144, "decode.d3.loss_dice": 1.1510034441947936, "decode.d4.loss_cls": 0.7765382587909698, "decode.d4.loss_mask": 0.7526148110628128, "decode.d4.loss_dice": 1.1376231074333192, "decode.d5.loss_cls": 0.7359654262661934, "decode.d5.loss_mask": 0.7640158504247665, "decode.d5.loss_dice": 1.139666622877121, "decode.d6.loss_cls": 0.720734091848135, "decode.d6.loss_mask": 0.7675944089889526, "decode.d6.loss_dice": 1.110841965675354, "decode.d7.loss_cls": 0.7443019255995751, "decode.d7.loss_mask": 0.7677586138248443, "decode.d7.loss_dice": 1.1351951777935028, "decode.d8.loss_cls": 0.6900740280747414, "decode.d8.loss_mask": 0.7658373177051544, "decode.d8.loss_dice": 1.115317690372467, "time": 0.5291129112243652, "memory": 7219, "step": 63800}
{"lr": 6.323373258060835e-06, "data_time": 0.009299707412719727, "grad_norm": 86.7455810546875, "loss": 29.148454666137695, "decode.loss_cls": 0.6038001324981451, "decode.loss_mask": 0.8402053475379944, "decode.loss_dice": 1.258950099349022, "decode.d0.loss_cls": 2.135577994585037, "decode.d0.loss_mask": 0.9289870947599411, "decode.d0.loss_dice": 1.458583238720894, "decode.d1.loss_cls": 0.717729315534234, "decode.d1.loss_mask": 0.8703590840101242, "decode.d1.loss_dice": 1.4068284273147582, "decode.d2.loss_cls": 0.6907053701579571, "decode.d2.loss_mask": 0.8483173549175262, "decode.d2.loss_dice": 1.2874650061130524, "decode.d3.loss_cls": 0.6551483672112226, "decode.d3.loss_mask": 0.8202511757612229, "decode.d3.loss_dice": 1.2344681859016418, "decode.d4.loss_cls": 0.6268700037151576, "decode.d4.loss_mask": 0.8386916965246201, "decode.d4.loss_dice": 1.2733489334583283, "decode.d5.loss_cls": 0.6004167795181274, "decode.d5.loss_mask": 0.8058300912380219, "decode.d5.loss_dice": 1.2321184903383255, "decode.d6.loss_cls": 0.6110932994633913, "decode.d6.loss_mask": 0.8197344392538071, "decode.d6.loss_dice": 1.2526033788919448, "decode.d7.loss_cls": 0.5902812998741865, "decode.d7.loss_mask": 0.8271585017442703, "decode.d7.loss_dice": 1.2537114799022675, "decode.d8.loss_cls": 0.5524932261556387, "decode.d8.loss_mask": 0.8445870608091355, "decode.d8.loss_dice": 1.262138432264328, "time": 0.5320472240447998, "memory": 7202, "step": 63850}
{"lr": 6.3204137240341455e-06, "data_time": 0.009695053100585938, "grad_norm": 83.51084022521972, "loss": 24.98011121749878, "decode.loss_cls": 0.5189227491617203, "decode.loss_mask": 0.7292021423578262, "decode.loss_dice": 0.9967277646064758, "decode.d0.loss_cls": 2.16023166179657, "decode.d0.loss_mask": 0.8231035023927689, "decode.d0.loss_dice": 1.1452871948480605, "decode.d1.loss_cls": 0.6110327631235123, "decode.d1.loss_mask": 0.8008724838495255, "decode.d1.loss_dice": 0.994707253575325, "decode.d2.loss_cls": 0.5611347287893296, "decode.d2.loss_mask": 0.7947336286306381, "decode.d2.loss_dice": 1.0160885363817216, "decode.d3.loss_cls": 0.617467899620533, "decode.d3.loss_mask": 0.7541622415184974, "decode.d3.loss_dice": 0.9895655423402786, "decode.d4.loss_cls": 0.5545160636305809, "decode.d4.loss_mask": 0.7482528820633888, "decode.d4.loss_dice": 0.9878917694091797, "decode.d5.loss_cls": 0.5642837911844254, "decode.d5.loss_mask": 0.7326964676380158, "decode.d5.loss_dice": 1.013811033964157, "decode.d6.loss_cls": 0.5538215935230255, "decode.d6.loss_mask": 0.7455462425947189, "decode.d6.loss_dice": 1.0042102932929993, "decode.d7.loss_cls": 0.5502764135599136, "decode.d7.loss_mask": 0.7486932545900344, "decode.d7.loss_dice": 0.9840152561664581, "decode.d8.loss_cls": 0.5484535783529282, "decode.d8.loss_mask": 0.7425566956400871, "decode.d8.loss_dice": 0.9878461986780167, "time": 0.5593850374221802, "memory": 7277, "step": 63900}
{"lr": 6.317454036021439e-06, "data_time": 0.009440970420837403, "grad_norm": 98.04968719482422, "loss": 27.655147075653076, "decode.loss_cls": 0.5520984560251236, "decode.loss_mask": 0.7706613212823867, "decode.loss_dice": 1.2107312291860581, "decode.d0.loss_cls": 2.1713435530662535, "decode.d0.loss_mask": 0.8066058486700058, "decode.d0.loss_dice": 1.383975550532341, "decode.d1.loss_cls": 0.7219017893075943, "decode.d1.loss_mask": 0.7566461026668548, "decode.d1.loss_dice": 1.268624836206436, "decode.d2.loss_cls": 0.6344883784651756, "decode.d2.loss_mask": 0.8047589778900146, "decode.d2.loss_dice": 1.2308232277631759, "decode.d3.loss_cls": 0.6052700698375701, "decode.d3.loss_mask": 0.7701344549655914, "decode.d3.loss_dice": 1.2055448323488236, "decode.d4.loss_cls": 0.6022008985280991, "decode.d4.loss_mask": 0.7627237141132355, "decode.d4.loss_dice": 1.1951803267002106, "decode.d5.loss_cls": 0.5748958840966225, "decode.d5.loss_mask": 0.7939283162355423, "decode.d5.loss_dice": 1.2094571769237519, "decode.d6.loss_cls": 0.586482085287571, "decode.d6.loss_mask": 0.7749845713376999, "decode.d6.loss_dice": 1.1902230262756348, "decode.d7.loss_cls": 0.6496647655963897, "decode.d7.loss_mask": 0.7236044377088546, "decode.d7.loss_dice": 1.1827463001012801, "decode.d8.loss_cls": 0.6089866369962692, "decode.d8.loss_mask": 0.7303449600934983, "decode.d8.loss_dice": 1.1761164128780366, "time": 0.5286463737487793, "memory": 7243, "step": 63950}
{"lr": 6.3144941939345415e-06, "data_time": 0.009245944023132325, "grad_norm": 89.66441650390625, "loss": 27.630930519104005, "decode.loss_cls": 0.696713000535965, "decode.loss_mask": 0.6751782596111298, "decode.loss_dice": 1.1200970500707625, "decode.d0.loss_cls": 2.185022032260895, "decode.d0.loss_mask": 0.7287284046411514, "decode.d0.loss_dice": 1.227854186296463, "decode.d1.loss_cls": 0.8739246934652328, "decode.d1.loss_mask": 0.7239278465509414, "decode.d1.loss_dice": 1.184596210718155, "decode.d2.loss_cls": 0.780676394701004, "decode.d2.loss_mask": 0.7042873799800873, "decode.d2.loss_dice": 1.173394238948822, "decode.d3.loss_cls": 0.7634714722633362, "decode.d3.loss_mask": 0.694010990858078, "decode.d3.loss_dice": 1.1391816318035126, "decode.d4.loss_cls": 0.7659477949142456, "decode.d4.loss_mask": 0.6890941858291626, "decode.d4.loss_dice": 1.1557822555303574, "decode.d5.loss_cls": 0.7000026047229767, "decode.d5.loss_mask": 0.7008675158023834, "decode.d5.loss_dice": 1.1793355643749237, "decode.d6.loss_cls": 0.738710880279541, "decode.d6.loss_mask": 0.6994729071855545, "decode.d6.loss_dice": 1.1646352797746657, "decode.d7.loss_cls": 0.7571415722370147, "decode.d7.loss_mask": 0.7046202182769775, "decode.d7.loss_dice": 1.137368029356003, "decode.d8.loss_cls": 0.7276679098606109, "decode.d8.loss_mask": 0.6872532904148102, "decode.d8.loss_dice": 1.151967743039131, "time": 0.5291036367416382, "memory": 7256, "step": 64000}
{"lr": 6.311534197685184e-06, "data_time": 0.009121036529541016, "grad_norm": 92.10760498046875, "loss": 29.193209743499757, "decode.loss_cls": 0.8127150818705559, "decode.loss_mask": 0.7816449046134949, "decode.loss_dice": 1.0723745226860046, "decode.d0.loss_cls": 2.3493983924388884, "decode.d0.loss_mask": 0.8625899970531463, "decode.d0.loss_dice": 1.2848122462630271, "decode.d1.loss_cls": 1.0214135371148587, "decode.d1.loss_mask": 0.809040954709053, "decode.d1.loss_dice": 1.1256980553269387, "decode.d2.loss_cls": 0.934240685403347, "decode.d2.loss_mask": 0.8272882997989655, "decode.d2.loss_dice": 1.0822869434952735, "decode.d3.loss_cls": 0.8873158097267151, "decode.d3.loss_mask": 0.8114282757043838, "decode.d3.loss_dice": 1.098649001121521, "decode.d4.loss_cls": 0.8123740300536155, "decode.d4.loss_mask": 0.8077569782733918, "decode.d4.loss_dice": 1.1036996394395828, "decode.d5.loss_cls": 0.78717120885849, "decode.d5.loss_mask": 0.8118110477924347, "decode.d5.loss_dice": 1.087282194197178, "decode.d6.loss_cls": 0.839524245262146, "decode.d6.loss_mask": 0.8077027261257171, "decode.d6.loss_dice": 1.07866240888834, "decode.d7.loss_cls": 0.8369533486664296, "decode.d7.loss_mask": 0.8021299540996552, "decode.d7.loss_dice": 1.046740508079529, "decode.d8.loss_cls": 0.7855542160570621, "decode.d8.loss_mask": 0.7927040308713913, "decode.d8.loss_dice": 1.0322462663054466, "time": 0.5839409351348877, "memory": 7210, "step": 64050}
{"lr": 6.3085740471849924e-06, "data_time": 0.009267449378967285, "grad_norm": 110.37297210693359, "loss": 27.6805419921875, "decode.loss_cls": 0.6753687933087349, "decode.loss_mask": 0.7394999176263809, "decode.loss_dice": 1.1270462095737457, "decode.d0.loss_cls": 2.173956906795502, "decode.d0.loss_mask": 0.7774307906627655, "decode.d0.loss_dice": 1.275277853012085, "decode.d1.loss_cls": 0.787113156914711, "decode.d1.loss_mask": 0.7841536730527878, "decode.d1.loss_dice": 1.1810493528842927, "decode.d2.loss_cls": 0.835590374469757, "decode.d2.loss_mask": 0.7412227243185043, "decode.d2.loss_dice": 1.1212794721126556, "decode.d3.loss_cls": 0.7195253640413284, "decode.d3.loss_mask": 0.7465303361415863, "decode.d3.loss_dice": 1.1282635033130646, "decode.d4.loss_cls": 0.6885915741324424, "decode.d4.loss_mask": 0.7429132103919983, "decode.d4.loss_dice": 1.131552517414093, "decode.d5.loss_cls": 0.762734878063202, "decode.d5.loss_mask": 0.7151967018842698, "decode.d5.loss_dice": 1.1379514932632446, "decode.d6.loss_cls": 0.7450802326202393, "decode.d6.loss_mask": 0.7362656772136689, "decode.d6.loss_dice": 1.1012129366397858, "decode.d7.loss_cls": 0.7216687470674514, "decode.d7.loss_mask": 0.7207531780004501, "decode.d7.loss_dice": 1.102146953344345, "decode.d8.loss_cls": 0.7313726648688317, "decode.d8.loss_mask": 0.7166531682014465, "decode.d8.loss_dice": 1.1131395041942596, "time": 0.5296036243438721, "memory": 7227, "step": 64100}
{"lr": 6.305613742345495e-06, "data_time": 0.009237289428710938, "grad_norm": 87.67153434753418, "loss": 20.944736814498903, "decode.loss_cls": 0.5699873603880405, "decode.loss_mask": 0.5341473743319511, "decode.loss_dice": 0.755364029109478, "decode.d0.loss_cls": 2.1377315700054167, "decode.d0.loss_mask": 0.5565229505300522, "decode.d0.loss_dice": 0.9344028994441033, "decode.d1.loss_cls": 0.8271121412515641, "decode.d1.loss_mask": 0.5270500838756561, "decode.d1.loss_dice": 0.7952876418828965, "decode.d2.loss_cls": 0.6723683923482895, "decode.d2.loss_mask": 0.502410925924778, "decode.d2.loss_dice": 0.7584490470588208, "decode.d3.loss_cls": 0.6843180321156979, "decode.d3.loss_mask": 0.5114457905292511, "decode.d3.loss_dice": 0.7563218839466572, "decode.d4.loss_cls": 0.6475904203951359, "decode.d4.loss_mask": 0.5209248632192611, "decode.d4.loss_dice": 0.7810163408517837, "decode.d5.loss_cls": 0.6341072276234627, "decode.d5.loss_mask": 0.51202642172575, "decode.d5.loss_dice": 0.7570434108376503, "decode.d6.loss_cls": 0.6095691785216332, "decode.d6.loss_mask": 0.5287622615695, "decode.d6.loss_dice": 0.7473754540085793, "decode.d7.loss_cls": 0.5589865177869797, "decode.d7.loss_mask": 0.5270672619342804, "decode.d7.loss_dice": 0.7864689260721207, "decode.d8.loss_cls": 0.5033672489225864, "decode.d8.loss_mask": 0.5304765671491622, "decode.d8.loss_dice": 0.7770336516201496, "time": 0.5281831502914429, "memory": 7248, "step": 64150}
{"lr": 6.302653283078138e-06, "data_time": 0.009244894981384278, "grad_norm": 88.63706512451172, "loss": 29.893812465667725, "decode.loss_cls": 0.7676165364682674, "decode.loss_mask": 0.7055690348148346, "decode.loss_dice": 1.2346494615077972, "decode.d0.loss_cls": 2.4282746076583863, "decode.d0.loss_mask": 0.8179677665233612, "decode.d0.loss_dice": 1.4856914907693863, "decode.d1.loss_cls": 0.954939728230238, "decode.d1.loss_mask": 0.7990116536617279, "decode.d1.loss_dice": 1.3905116230249406, "decode.d2.loss_cls": 0.9067173831164836, "decode.d2.loss_mask": 0.7317998826503753, "decode.d2.loss_dice": 1.3048164248466492, "decode.d3.loss_cls": 0.8326953634619713, "decode.d3.loss_mask": 0.7209398806095123, "decode.d3.loss_dice": 1.2565228924155236, "decode.d4.loss_cls": 0.7961873859167099, "decode.d4.loss_mask": 0.7125371396541595, "decode.d4.loss_dice": 1.2554560035467148, "decode.d5.loss_cls": 0.7413250632584095, "decode.d5.loss_mask": 0.7227459341287613, "decode.d5.loss_dice": 1.249982090294361, "decode.d6.loss_cls": 0.729818370193243, "decode.d6.loss_mask": 0.7273428738117218, "decode.d6.loss_dice": 1.2426311194896698, "decode.d7.loss_cls": 0.7274092629551887, "decode.d7.loss_mask": 0.7153924852609634, "decode.d7.loss_dice": 1.2655637174844743, "decode.d8.loss_cls": 0.7190575860440731, "decode.d8.loss_mask": 0.709775772690773, "decode.d8.loss_dice": 1.2408628568053246, "time": 0.5283612489700318, "memory": 7229, "step": 64200}
{"lr": 6.299692669294249e-06, "data_time": 0.00933995246887207, "grad_norm": 88.97871322631836, "loss": 24.621632385253907, "decode.loss_cls": 0.6305744647979736, "decode.loss_mask": 0.644147178530693, "decode.loss_dice": 0.9013023197650909, "decode.d0.loss_cls": 2.6888155698776246, "decode.d0.loss_mask": 0.695959797501564, "decode.d0.loss_dice": 1.115666326880455, "decode.d1.loss_cls": 0.8698918759822846, "decode.d1.loss_mask": 0.6844977915287018, "decode.d1.loss_dice": 0.9617216199636459, "decode.d2.loss_cls": 0.7115186899900436, "decode.d2.loss_mask": 0.6589351773262024, "decode.d2.loss_dice": 0.9422909438610076, "decode.d3.loss_cls": 0.6844367146492004, "decode.d3.loss_mask": 0.6550329864025116, "decode.d3.loss_dice": 0.913463220000267, "decode.d4.loss_cls": 0.6801904708147049, "decode.d4.loss_mask": 0.6451278537511825, "decode.d4.loss_dice": 0.8867039412260056, "decode.d5.loss_cls": 0.6256296634674072, "decode.d5.loss_mask": 0.6537933737039566, "decode.d5.loss_dice": 0.8706361472606658, "decode.d6.loss_cls": 0.6533540993928909, "decode.d6.loss_mask": 0.6310640633106231, "decode.d6.loss_dice": 0.8837725788354873, "decode.d7.loss_cls": 0.5773993030190467, "decode.d7.loss_mask": 0.6547144949436188, "decode.d7.loss_dice": 0.9408286094665528, "decode.d8.loss_cls": 0.6264199525117874, "decode.d8.loss_mask": 0.6446017175912857, "decode.d8.loss_dice": 0.8891416281461716, "time": 0.5309046506881714, "memory": 7237, "step": 64250}
{"lr": 6.296731900905076e-06, "data_time": 0.00924522876739502, "grad_norm": 85.33662300109863, "loss": 26.605223655700684, "decode.loss_cls": 0.6219617575407028, "decode.loss_mask": 0.8233602344989777, "decode.loss_dice": 1.0087291955947877, "decode.d0.loss_cls": 2.0920925736427307, "decode.d0.loss_mask": 0.9427337676286698, "decode.d0.loss_dice": 1.2797608852386475, "decode.d1.loss_cls": 0.7017521217465401, "decode.d1.loss_mask": 0.8488317579030991, "decode.d1.loss_dice": 1.11430281996727, "decode.d2.loss_cls": 0.6628122657537461, "decode.d2.loss_mask": 0.8162472695112228, "decode.d2.loss_dice": 1.036872434616089, "decode.d3.loss_cls": 0.6280074223876, "decode.d3.loss_mask": 0.8380974382162094, "decode.d3.loss_dice": 1.0000772833824159, "decode.d4.loss_cls": 0.6334683418273925, "decode.d4.loss_mask": 0.8390752077102661, "decode.d4.loss_dice": 1.0016505360603332, "decode.d5.loss_cls": 0.655881667137146, "decode.d5.loss_mask": 0.8007975667715073, "decode.d5.loss_dice": 0.9805374324321747, "decode.d6.loss_cls": 0.6121438995003701, "decode.d6.loss_mask": 0.8019650131464005, "decode.d6.loss_dice": 0.9900719910860062, "decode.d7.loss_cls": 0.6469362944364547, "decode.d7.loss_mask": 0.8011098206043243, "decode.d7.loss_dice": 0.982732167840004, "decode.d8.loss_cls": 0.6259172230958938, "decode.d8.loss_mask": 0.8209844470024109, "decode.d8.loss_dice": 0.9963122278451919, "time": 0.52942795753479, "memory": 7275, "step": 64300}
{"lr": 6.293770977821758e-06, "data_time": 0.00932471752166748, "grad_norm": 86.68810081481934, "loss": 26.896563816070557, "decode.loss_cls": 0.7255685091018677, "decode.loss_mask": 0.5613031357526779, "decode.loss_dice": 1.1447704017162323, "decode.d0.loss_cls": 2.2271507382392883, "decode.d0.loss_mask": 0.6187317579984665, "decode.d0.loss_dice": 1.4471535086631775, "decode.d1.loss_cls": 0.9061178714036942, "decode.d1.loss_mask": 0.5929592400789261, "decode.d1.loss_dice": 1.2554219841957093, "decode.d2.loss_cls": 0.9096833974123001, "decode.d2.loss_mask": 0.5674129575490952, "decode.d2.loss_dice": 1.1883215993642806, "decode.d3.loss_cls": 0.8547609269618988, "decode.d3.loss_mask": 0.5613928258419036, "decode.d3.loss_dice": 1.1482211768627166, "decode.d4.loss_cls": 0.7727249234914779, "decode.d4.loss_mask": 0.5741508632898331, "decode.d4.loss_dice": 1.1551831245422364, "decode.d5.loss_cls": 0.8048292875289917, "decode.d5.loss_mask": 0.5578684359788895, "decode.d5.loss_dice": 1.125989869236946, "decode.d6.loss_cls": 0.7210345268249512, "decode.d6.loss_mask": 0.5587807863950729, "decode.d6.loss_dice": 1.1177833318710326, "decode.d7.loss_cls": 0.7126758813858032, "decode.d7.loss_mask": 0.5587326228618622, "decode.d7.loss_dice": 1.099187433719635, "decode.d8.loss_cls": 0.7351719215512276, "decode.d8.loss_mask": 0.5618456602096558, "decode.d8.loss_dice": 1.131634584069252, "time": 0.554417610168457, "memory": 7207, "step": 64350}
{"lr": 6.2908098999553435e-06, "data_time": 0.00928497314453125, "grad_norm": 82.77366180419922, "loss": 21.657943439483642, "decode.loss_cls": 0.6039304096251726, "decode.loss_mask": 0.5729381203651428, "decode.loss_dice": 0.7979482874274254, "decode.d0.loss_cls": 1.9628337502479554, "decode.d0.loss_mask": 0.6949690908193589, "decode.d0.loss_dice": 0.9752689152956009, "decode.d1.loss_cls": 0.6418864987790585, "decode.d1.loss_mask": 0.6792949616909028, "decode.d1.loss_dice": 0.8980910390615463, "decode.d2.loss_cls": 0.6797818660736084, "decode.d2.loss_mask": 0.5948348611593246, "decode.d2.loss_dice": 0.8243900805711746, "decode.d3.loss_cls": 0.555201119557023, "decode.d3.loss_mask": 0.595743915438652, "decode.d3.loss_dice": 0.8057013392448426, "decode.d4.loss_cls": 0.5348749920725823, "decode.d4.loss_mask": 0.5867313981056214, "decode.d4.loss_dice": 0.7947242677211761, "decode.d5.loss_cls": 0.5343411810696125, "decode.d5.loss_mask": 0.5880283504724503, "decode.d5.loss_dice": 0.8124766051769257, "decode.d6.loss_cls": 0.6168913051486016, "decode.d6.loss_mask": 0.5775169432163239, "decode.d6.loss_dice": 0.7768530011177063, "decode.d7.loss_cls": 0.6183024279773235, "decode.d7.loss_mask": 0.5706310749053956, "decode.d7.loss_dice": 0.7800650760531426, "decode.d8.loss_cls": 0.6605744242668152, "decode.d8.loss_mask": 0.5612454742193222, "decode.d8.loss_dice": 0.7618728011846543, "time": 0.5289454698562622, "memory": 7275, "step": 64400}
{"lr": 6.287848667216781e-06, "data_time": 0.009497928619384765, "grad_norm": 101.50421524047852, "loss": 30.406137657165527, "decode.loss_cls": 0.592380290478468, "decode.loss_mask": 0.7828610092401505, "decode.loss_dice": 1.376664125919342, "decode.d0.loss_cls": 2.27185497879982, "decode.d0.loss_mask": 0.8243357837200165, "decode.d0.loss_dice": 1.58552428483963, "decode.d1.loss_cls": 0.8861719638109207, "decode.d1.loss_mask": 0.7921319782733918, "decode.d1.loss_dice": 1.4702362060546874, "decode.d2.loss_cls": 0.7456665351986885, "decode.d2.loss_mask": 0.7856987655162812, "decode.d2.loss_dice": 1.4079956233501434, "decode.d3.loss_cls": 0.7105711415410042, "decode.d3.loss_mask": 0.8396625220775604, "decode.d3.loss_dice": 1.3640888392925263, "decode.d4.loss_cls": 0.6735406160354614, "decode.d4.loss_mask": 0.8030979305505752, "decode.d4.loss_dice": 1.4081214725971223, "decode.d5.loss_cls": 0.6049818679690361, "decode.d5.loss_mask": 0.8045632779598236, "decode.d5.loss_dice": 1.3924304962158203, "decode.d6.loss_cls": 0.6194660671055316, "decode.d6.loss_mask": 0.7749989807605744, "decode.d6.loss_dice": 1.3464115738868714, "decode.d7.loss_cls": 0.6296337127685547, "decode.d7.loss_mask": 0.7783145785331727, "decode.d7.loss_dice": 1.3747010946273803, "decode.d8.loss_cls": 0.5343641623854637, "decode.d8.loss_mask": 0.8524139583110809, "decode.d8.loss_dice": 1.3732547819614411, "time": 0.5301565647125244, "memory": 7230, "step": 64450}
{"lr": 6.284887279516925e-06, "data_time": 0.009245514869689941, "grad_norm": 87.52408599853516, "loss": 24.665976905822752, "decode.loss_cls": 0.5288654118776321, "decode.loss_mask": 0.6692729115486145, "decode.loss_dice": 0.9827433198690414, "decode.d0.loss_cls": 2.2369136452674865, "decode.d0.loss_mask": 0.7525315016508103, "decode.d0.loss_dice": 1.1845399141311646, "decode.d1.loss_cls": 0.7920801043510437, "decode.d1.loss_mask": 0.7174439638853073, "decode.d1.loss_dice": 1.128592425584793, "decode.d2.loss_cls": 0.6321334198117257, "decode.d2.loss_mask": 0.6815702885389328, "decode.d2.loss_dice": 1.0235287576913834, "decode.d3.loss_cls": 0.588287553191185, "decode.d3.loss_mask": 0.6854263603687286, "decode.d3.loss_dice": 1.0340841710567474, "decode.d4.loss_cls": 0.5409472420811653, "decode.d4.loss_mask": 0.6905667424201966, "decode.d4.loss_dice": 1.0290393382310867, "decode.d5.loss_cls": 0.5737607330083847, "decode.d5.loss_mask": 0.6812086462974548, "decode.d5.loss_dice": 0.9908556997776031, "decode.d6.loss_cls": 0.5593450054526329, "decode.d6.loss_mask": 0.6696488469839096, "decode.d6.loss_dice": 0.9644453942775726, "decode.d7.loss_cls": 0.5390877038240433, "decode.d7.loss_mask": 0.6617119669914245, "decode.d7.loss_dice": 0.9548430621623993, "decode.d8.loss_cls": 0.5450197383761406, "decode.d8.loss_mask": 0.6588932558894157, "decode.d8.loss_dice": 0.9685892969369888, "time": 0.5302674770355225, "memory": 7254, "step": 64500}
{"lr": 6.281925736766527e-06, "data_time": 0.009349846839904785, "grad_norm": 92.8716609954834, "loss": 34.840373039245605, "decode.loss_cls": 0.8838128834962845, "decode.loss_mask": 0.8022059321403503, "decode.loss_dice": 1.5608224809169768, "decode.d0.loss_cls": 2.477385067939758, "decode.d0.loss_mask": 0.875733608007431, "decode.d0.loss_dice": 1.7867574334144591, "decode.d1.loss_cls": 0.9594891011714936, "decode.d1.loss_mask": 0.8888105839490891, "decode.d1.loss_dice": 1.716627836227417, "decode.d2.loss_cls": 0.8991872370243073, "decode.d2.loss_mask": 0.828519630432129, "decode.d2.loss_dice": 1.6421347916126252, "decode.d3.loss_cls": 0.8950498521327972, "decode.d3.loss_mask": 0.8410935938358307, "decode.d3.loss_dice": 1.6034636437892913, "decode.d4.loss_cls": 0.7829059362411499, "decode.d4.loss_mask": 0.8411779373884201, "decode.d4.loss_dice": 1.5934925138950349, "decode.d5.loss_cls": 0.8313960790634155, "decode.d5.loss_mask": 0.830435785651207, "decode.d5.loss_dice": 1.605580997467041, "decode.d6.loss_cls": 0.8180815190076828, "decode.d6.loss_mask": 0.822507593035698, "decode.d6.loss_dice": 1.5673069059848785, "decode.d7.loss_cls": 0.8936479598283767, "decode.d7.loss_mask": 0.7896668136119842, "decode.d7.loss_dice": 1.5392089784145355, "decode.d8.loss_cls": 0.8337679028511047, "decode.d8.loss_mask": 0.847652941942215, "decode.d8.loss_dice": 1.5824500560760497, "time": 0.5303879976272583, "memory": 7307, "step": 64550}
{"lr": 6.278964038876245e-06, "data_time": 0.0094679594039917, "grad_norm": 82.81671142578125, "loss": 29.300114154815674, "decode.loss_cls": 0.861737747490406, "decode.loss_mask": 0.6727503269910813, "decode.loss_dice": 1.1195739760994912, "decode.d0.loss_cls": 2.515914785861969, "decode.d0.loss_mask": 0.6620401084423065, "decode.d0.loss_dice": 1.3142917677760124, "decode.d1.loss_cls": 1.0697976917028427, "decode.d1.loss_mask": 0.681321895122528, "decode.d1.loss_dice": 1.2557494029402734, "decode.d2.loss_cls": 0.8739627540111542, "decode.d2.loss_mask": 0.7301432639360428, "decode.d2.loss_dice": 1.2372480779886246, "decode.d3.loss_cls": 0.891696760058403, "decode.d3.loss_mask": 0.7374647229909896, "decode.d3.loss_dice": 1.1833549067378044, "decode.d4.loss_cls": 0.8843972757458687, "decode.d4.loss_mask": 0.6598958164453507, "decode.d4.loss_dice": 1.1484036535024642, "decode.d5.loss_cls": 0.8770692706108093, "decode.d5.loss_mask": 0.6702548503875733, "decode.d5.loss_dice": 1.1828930154442787, "decode.d6.loss_cls": 0.9059768646955491, "decode.d6.loss_mask": 0.6611001640558243, "decode.d6.loss_dice": 1.14178573936224, "decode.d7.loss_cls": 0.9118102580308914, "decode.d7.loss_mask": 0.6875696927309036, "decode.d7.loss_dice": 1.1357880130410194, "decode.d8.loss_cls": 0.8506904736161232, "decode.d8.loss_mask": 0.6641227960586548, "decode.d8.loss_dice": 1.1113080754876137, "time": 0.555931544303894, "memory": 7222, "step": 64600}
{"lr": 6.276002185756629e-06, "data_time": 0.009225726127624512, "grad_norm": 92.30839462280274, "loss": 24.261956691741943, "decode.loss_cls": 0.46603902578353884, "decode.loss_mask": 0.6752695590257645, "decode.loss_dice": 1.0260226249694824, "decode.d0.loss_cls": 2.022789418697357, "decode.d0.loss_mask": 0.7516713201999664, "decode.d0.loss_dice": 1.1724483788013458, "decode.d1.loss_cls": 0.7080110907554626, "decode.d1.loss_mask": 0.7125641703605652, "decode.d1.loss_dice": 1.0957325100898743, "decode.d2.loss_cls": 0.605656749010086, "decode.d2.loss_mask": 0.6892980724573136, "decode.d2.loss_dice": 1.0544846177101135, "decode.d3.loss_cls": 0.5754181131720543, "decode.d3.loss_mask": 0.6802755683660507, "decode.d3.loss_dice": 1.0121565163135529, "decode.d4.loss_cls": 0.529135525226593, "decode.d4.loss_mask": 0.6777411341667176, "decode.d4.loss_dice": 1.029878205060959, "decode.d5.loss_cls": 0.49326230585575104, "decode.d5.loss_mask": 0.682677161693573, "decode.d5.loss_dice": 1.0067814528942107, "decode.d6.loss_cls": 0.47141523510217664, "decode.d6.loss_mask": 0.6798475414514542, "decode.d6.loss_dice": 1.0285882115364076, "decode.d7.loss_cls": 0.4909268721938133, "decode.d7.loss_mask": 0.6812857687473297, "decode.d7.loss_dice": 1.0261077880859375, "decode.d8.loss_cls": 0.5206535071134567, "decode.d8.loss_mask": 0.6624264746904374, "decode.d8.loss_dice": 1.0333920538425445, "time": 0.5288080215454102, "memory": 7255, "step": 64650}
{"lr": 6.273040177318137e-06, "data_time": 0.009285473823547363, "grad_norm": 81.8746353149414, "loss": 26.033299446105957, "decode.loss_cls": 0.6671465080231428, "decode.loss_mask": 0.5960913985967636, "decode.loss_dice": 1.1031899094581603, "decode.d0.loss_cls": 2.4148082613945006, "decode.d0.loss_mask": 0.6875559598207474, "decode.d0.loss_dice": 1.2509491533041, "decode.d1.loss_cls": 0.7063421800732612, "decode.d1.loss_mask": 0.618298564851284, "decode.d1.loss_dice": 1.2192132219672203, "decode.d2.loss_cls": 0.7155474472790957, "decode.d2.loss_mask": 0.6097754791378975, "decode.d2.loss_dice": 1.0935454696416855, "decode.d3.loss_cls": 0.7691258702427148, "decode.d3.loss_mask": 0.5800356805324555, "decode.d3.loss_dice": 1.0913975030183791, "decode.d4.loss_cls": 0.68062585555017, "decode.d4.loss_mask": 0.5798751264810562, "decode.d4.loss_dice": 1.103259827196598, "decode.d5.loss_cls": 0.6991577502340078, "decode.d5.loss_mask": 0.5939463675022125, "decode.d5.loss_dice": 1.1084688544273376, "decode.d6.loss_cls": 0.6986737385392189, "decode.d6.loss_mask": 0.5730007603764534, "decode.d6.loss_dice": 1.1015681594610214, "decode.d7.loss_cls": 0.6953630767762661, "decode.d7.loss_mask": 0.5988719969987869, "decode.d7.loss_dice": 1.0946232110261918, "decode.d8.loss_cls": 0.688969511166215, "decode.d8.loss_mask": 0.5788312658667565, "decode.d8.loss_dice": 1.1150410547852516, "time": 0.5282135248184204, "memory": 7241, "step": 64700}
{"lr": 6.270078013471137e-06, "data_time": 0.009197831153869629, "grad_norm": 85.63847846984864, "loss": 23.139217805862426, "decode.loss_cls": 0.7413101874291896, "decode.loss_mask": 0.6607192099094391, "decode.loss_dice": 0.6741383962333203, "decode.d0.loss_cls": 2.2479004502296447, "decode.d0.loss_mask": 0.7238427475094795, "decode.d0.loss_dice": 0.8069799989461899, "decode.d1.loss_cls": 0.9505800321698189, "decode.d1.loss_mask": 0.6724659085273743, "decode.d1.loss_dice": 0.7574185043573379, "decode.d2.loss_cls": 0.8913758218288421, "decode.d2.loss_mask": 0.6574569538235664, "decode.d2.loss_dice": 0.6987657248973846, "decode.d3.loss_cls": 0.76626056432724, "decode.d3.loss_mask": 0.6896757811307908, "decode.d3.loss_dice": 0.7200016476213932, "decode.d4.loss_cls": 0.715374618023634, "decode.d4.loss_mask": 0.6728544190526009, "decode.d4.loss_dice": 0.663161201775074, "decode.d5.loss_cls": 0.7560430705547333, "decode.d5.loss_mask": 0.6616523429751396, "decode.d5.loss_dice": 0.6956864941865206, "decode.d6.loss_cls": 0.7706717133522034, "decode.d6.loss_mask": 0.6487030670046806, "decode.d6.loss_dice": 0.6839739650487899, "decode.d7.loss_cls": 0.7790029428899288, "decode.d7.loss_mask": 0.6593367755413055, "decode.d7.loss_dice": 0.6833370387554168, "decode.d8.loss_cls": 0.7705577783286571, "decode.d8.loss_mask": 0.6436406940221786, "decode.d8.loss_dice": 0.6763298757374286, "time": 0.5555784702301025, "memory": 7189, "step": 64750}
{"lr": 6.2671156941258785e-06, "data_time": 0.009357857704162597, "grad_norm": 83.13569793701171, "loss": 22.92480821609497, "decode.loss_cls": 0.4951186940073967, "decode.loss_mask": 0.6253411054611206, "decode.loss_dice": 0.9254151374101639, "decode.d0.loss_cls": 2.101398468017578, "decode.d0.loss_mask": 0.6827086672186852, "decode.d0.loss_dice": 1.1117058515548706, "decode.d1.loss_cls": 0.6114837765693665, "decode.d1.loss_mask": 0.653974997997284, "decode.d1.loss_dice": 1.0188245534896851, "decode.d2.loss_cls": 0.5369783863425255, "decode.d2.loss_mask": 0.673228743672371, "decode.d2.loss_dice": 0.976868748664856, "decode.d3.loss_cls": 0.5484228506684303, "decode.d3.loss_mask": 0.6532703623175621, "decode.d3.loss_dice": 0.9601023972034455, "decode.d4.loss_cls": 0.541357459127903, "decode.d4.loss_mask": 0.6367389723658562, "decode.d4.loss_dice": 0.9524419099092484, "decode.d5.loss_cls": 0.5194155976176262, "decode.d5.loss_mask": 0.6310977935791016, "decode.d5.loss_dice": 0.935632836818695, "decode.d6.loss_cls": 0.49842619225382806, "decode.d6.loss_mask": 0.6223450303077698, "decode.d6.loss_dice": 0.8966849148273468, "decode.d7.loss_cls": 0.49135982170701026, "decode.d7.loss_mask": 0.6279754370450974, "decode.d7.loss_dice": 0.9173180460929871, "decode.d8.loss_cls": 0.5327721789479256, "decode.d8.loss_mask": 0.6272232726216316, "decode.d8.loss_dice": 0.9191765010356903, "time": 0.5524001359939575, "memory": 7206, "step": 64800}
{"lr": 6.2641532191925305e-06, "data_time": 0.00950477123260498, "grad_norm": 110.05169296264648, "loss": 27.595267391204835, "decode.loss_cls": 0.598790417611599, "decode.loss_mask": 0.7668640196323395, "decode.loss_dice": 1.089928463101387, "decode.d0.loss_cls": 2.193680429458618, "decode.d0.loss_mask": 0.8733908563852311, "decode.d0.loss_dice": 1.3029575973749161, "decode.d1.loss_cls": 0.7796351730823516, "decode.d1.loss_mask": 0.8801518529653549, "decode.d1.loss_dice": 1.1945429384708404, "decode.d2.loss_cls": 0.6388728499412537, "decode.d2.loss_mask": 0.8412634849548339, "decode.d2.loss_dice": 1.106298965215683, "decode.d3.loss_cls": 0.6650977343320846, "decode.d3.loss_mask": 0.8334916651248931, "decode.d3.loss_dice": 1.1611216366291046, "decode.d4.loss_cls": 0.681748753786087, "decode.d4.loss_mask": 0.8395717829465866, "decode.d4.loss_dice": 1.1341498881578445, "decode.d5.loss_cls": 0.5726097121834754, "decode.d5.loss_mask": 0.8384698137640954, "decode.d5.loss_dice": 1.121258270740509, "decode.d6.loss_cls": 0.5732959464192391, "decode.d6.loss_mask": 0.8026099175214767, "decode.d6.loss_dice": 1.0918541878461838, "decode.d7.loss_cls": 0.5598788112401962, "decode.d7.loss_mask": 0.8349429771304131, "decode.d7.loss_dice": 1.1073458462953567, "decode.d8.loss_cls": 0.5831995099782944, "decode.d8.loss_mask": 0.8244450449943542, "decode.d8.loss_dice": 1.103799359500408, "time": 0.5281008243560791, "memory": 7259, "step": 64850}
{"lr": 6.2611905885811515e-06, "data_time": 0.00921335220336914, "grad_norm": 85.40654525756835, "loss": 22.110243606567384, "decode.loss_cls": 0.6024582490324975, "decode.loss_mask": 0.6100741565227509, "decode.loss_dice": 0.7932938426733017, "decode.d0.loss_cls": 1.8227499365806579, "decode.d0.loss_mask": 0.7055534958839417, "decode.d0.loss_dice": 0.9674366623163223, "decode.d1.loss_cls": 0.7024736672639846, "decode.d1.loss_mask": 0.6477258503437042, "decode.d1.loss_dice": 0.9058756858110428, "decode.d2.loss_cls": 0.665117084980011, "decode.d2.loss_mask": 0.6150307387113572, "decode.d2.loss_dice": 0.8764454454183579, "decode.d3.loss_cls": 0.6360184729099274, "decode.d3.loss_mask": 0.6150424540042877, "decode.d3.loss_dice": 0.8205146044492722, "decode.d4.loss_cls": 0.6039502516388893, "decode.d4.loss_mask": 0.6142793267965316, "decode.d4.loss_dice": 0.8342152565717698, "decode.d5.loss_cls": 0.5501428544521332, "decode.d5.loss_mask": 0.6281991869211196, "decode.d5.loss_dice": 0.8296793580055237, "decode.d6.loss_cls": 0.5839310362935066, "decode.d6.loss_mask": 0.6253679156303406, "decode.d6.loss_dice": 0.822339154779911, "decode.d7.loss_cls": 0.5992337808012962, "decode.d7.loss_mask": 0.6074529856443405, "decode.d7.loss_dice": 0.7988705396652221, "decode.d8.loss_cls": 0.5732520014047623, "decode.d8.loss_mask": 0.6250807613134384, "decode.d8.loss_dice": 0.8284391552209854, "time": 0.5296470403671265, "memory": 7245, "step": 64900}
{"lr": 6.258227802201709e-06, "data_time": 0.00917816162109375, "grad_norm": 92.24519844055176, "loss": 19.87935905456543, "decode.loss_cls": 0.45323796197772026, "decode.loss_mask": 0.539352285861969, "decode.loss_dice": 0.7330580741167069, "decode.d0.loss_cls": 1.99542316198349, "decode.d0.loss_mask": 0.6503896534442901, "decode.d0.loss_dice": 0.8867073267698288, "decode.d1.loss_cls": 0.7066509529948235, "decode.d1.loss_mask": 0.5842269822955132, "decode.d1.loss_dice": 0.8259249523282051, "decode.d2.loss_cls": 0.5993592418730259, "decode.d2.loss_mask": 0.5474680244922638, "decode.d2.loss_dice": 0.771327143907547, "decode.d3.loss_cls": 0.5730753026902675, "decode.d3.loss_mask": 0.543222363293171, "decode.d3.loss_dice": 0.7473704487085342, "decode.d4.loss_cls": 0.46024488359689714, "decode.d4.loss_mask": 0.5626359269022941, "decode.d4.loss_dice": 0.7576488301157951, "decode.d5.loss_cls": 0.46181571409106253, "decode.d5.loss_mask": 0.5484194844961167, "decode.d5.loss_dice": 0.7506325274705887, "decode.d6.loss_cls": 0.43022154420614245, "decode.d6.loss_mask": 0.5535968273878098, "decode.d6.loss_dice": 0.7380434200167656, "decode.d7.loss_cls": 0.41504891887307166, "decode.d7.loss_mask": 0.5535876497626304, "decode.d7.loss_dice": 0.7443615198135376, "decode.d8.loss_cls": 0.4923428617417812, "decode.d8.loss_mask": 0.5332915902137756, "decode.d8.loss_dice": 0.7206746190786362, "time": 0.5290269136428833, "memory": 7200, "step": 64950}
{"lr": 6.255264859964057e-06, "data_time": 0.009205293655395509, "grad_norm": 87.58818283081055, "loss": 28.143054580688478, "decode.loss_cls": 0.7002663061022758, "decode.loss_mask": 0.7025223851203919, "decode.loss_dice": 1.1108160972595216, "decode.d0.loss_cls": 2.5520362734794615, "decode.d0.loss_mask": 0.807971528172493, "decode.d0.loss_dice": 1.275743007659912, "decode.d1.loss_cls": 0.7930860221385956, "decode.d1.loss_mask": 0.8269905775785447, "decode.d1.loss_dice": 1.2992093920707704, "decode.d2.loss_cls": 0.7530149012804032, "decode.d2.loss_mask": 0.7496917515993118, "decode.d2.loss_dice": 1.2122965574264526, "decode.d3.loss_cls": 0.7030875861644745, "decode.d3.loss_mask": 0.765082374215126, "decode.d3.loss_dice": 1.2076726257801056, "decode.d4.loss_cls": 0.6910137474536896, "decode.d4.loss_mask": 0.7445658355951309, "decode.d4.loss_dice": 1.1760244458913802, "decode.d5.loss_cls": 0.7011247843503952, "decode.d5.loss_mask": 0.7204095691442489, "decode.d5.loss_dice": 1.1484483063220978, "decode.d6.loss_cls": 0.6900739520788193, "decode.d6.loss_mask": 0.7102015823125839, "decode.d6.loss_dice": 1.1026459455490112, "decode.d7.loss_cls": 0.6456599056720733, "decode.d7.loss_mask": 0.7099942058324814, "decode.d7.loss_dice": 1.1267312318086624, "decode.d8.loss_cls": 0.7131631225347519, "decode.d8.loss_mask": 0.6869895875453949, "decode.d8.loss_dice": 1.1165194302797317, "time": 0.5293821811676025, "memory": 7187, "step": 65000}
{"aAcc": 83.93, "mIoU": 50.71, "mAcc": 65.48, "data_time": 0.0019198765317757292, "time": 0.18421559029841328, "step": 65000}
{"lr": 6.252301761777963e-06, "data_time": 0.009135055541992187, "grad_norm": 87.09240036010742, "loss": 20.028648471832277, "decode.loss_cls": 0.41370255053043364, "decode.loss_mask": 0.5867165952920914, "decode.loss_dice": 0.7636962294578552, "decode.d0.loss_cls": 2.1653730511665343, "decode.d0.loss_mask": 0.6273086577653885, "decode.d0.loss_dice": 0.9247292712330818, "decode.d1.loss_cls": 0.5571031242609024, "decode.d1.loss_mask": 0.6210692822933197, "decode.d1.loss_dice": 0.853017270565033, "decode.d2.loss_cls": 0.5222885496914387, "decode.d2.loss_mask": 0.589804607629776, "decode.d2.loss_dice": 0.8030077308416367, "decode.d3.loss_cls": 0.4633230097591877, "decode.d3.loss_mask": 0.5683408245444298, "decode.d3.loss_dice": 0.7987653285264968, "decode.d4.loss_cls": 0.4422823004424572, "decode.d4.loss_mask": 0.560905122756958, "decode.d4.loss_dice": 0.7656974732875824, "decode.d5.loss_cls": 0.4107575833797455, "decode.d5.loss_mask": 0.5717719763517379, "decode.d5.loss_dice": 0.7742170363664627, "decode.d6.loss_cls": 0.4297319032251835, "decode.d6.loss_mask": 0.5815717160701752, "decode.d6.loss_dice": 0.7616001054644584, "decode.d7.loss_cls": 0.37949226796627045, "decode.d7.loss_mask": 0.5684222429990768, "decode.d7.loss_dice": 0.7581528156995774, "decode.d8.loss_cls": 0.4259513407945633, "decode.d8.loss_mask": 0.5772624462842941, "decode.d8.loss_dice": 0.7625868499279023, "time": 0.5299301862716674, "memory": 7305, "step": 65050}
{"lr": 6.249338507553094e-06, "data_time": 0.009260153770446778, "grad_norm": 79.34172325134277, "loss": 24.43024778366089, "decode.loss_cls": 0.5118134126067162, "decode.loss_mask": 0.6790135562419891, "decode.loss_dice": 0.9793420463800431, "decode.d0.loss_cls": 2.4159632444381716, "decode.d0.loss_mask": 0.7295545727014542, "decode.d0.loss_dice": 1.1768230497837067, "decode.d1.loss_cls": 0.7017325848340988, "decode.d1.loss_mask": 0.7379119992256165, "decode.d1.loss_dice": 1.05180281996727, "decode.d2.loss_cls": 0.585640250146389, "decode.d2.loss_mask": 0.6826877504587173, "decode.d2.loss_dice": 1.0100134193897248, "decode.d3.loss_cls": 0.5716931536793709, "decode.d3.loss_mask": 0.6687513202428818, "decode.d3.loss_dice": 1.0017267256975173, "decode.d4.loss_cls": 0.5467476546764374, "decode.d4.loss_mask": 0.6848511070013046, "decode.d4.loss_dice": 0.991463017463684, "decode.d5.loss_cls": 0.5216457352042199, "decode.d5.loss_mask": 0.6620005875825882, "decode.d5.loss_dice": 0.9889827042818069, "decode.d6.loss_cls": 0.5446952730417252, "decode.d6.loss_mask": 0.6619842946529388, "decode.d6.loss_dice": 0.9567142575979233, "decode.d7.loss_cls": 0.5284934505820275, "decode.d7.loss_mask": 0.6700260251760483, "decode.d7.loss_dice": 0.9745656728744507, "decode.d8.loss_cls": 0.5464316517114639, "decode.d8.loss_mask": 0.6708021759986877, "decode.d8.loss_dice": 0.9763735651969909, "time": 0.5291680335998535, "memory": 7254, "step": 65100}
{"lr": 6.246375097199021e-06, "data_time": 0.009742093086242676, "grad_norm": 83.70089378356934, "loss": 24.178912258148195, "decode.loss_cls": 0.5997566029429435, "decode.loss_mask": 0.5372285932302475, "decode.loss_dice": 0.9889045387506485, "decode.d0.loss_cls": 2.348992037773132, "decode.d0.loss_mask": 0.6060018837451935, "decode.d0.loss_dice": 1.214900979399681, "decode.d1.loss_cls": 0.7821884363889694, "decode.d1.loss_mask": 0.6100886851549149, "decode.d1.loss_dice": 1.1156791627407074, "decode.d2.loss_cls": 0.6626521706581116, "decode.d2.loss_mask": 0.5936900824308395, "decode.d2.loss_dice": 1.0717903882265092, "decode.d3.loss_cls": 0.6309645563364029, "decode.d3.loss_mask": 0.563936498761177, "decode.d3.loss_dice": 1.0366330653429032, "decode.d4.loss_cls": 0.6514379262924195, "decode.d4.loss_mask": 0.5400020763278007, "decode.d4.loss_dice": 1.0197064638137818, "decode.d5.loss_cls": 0.5913294166326523, "decode.d5.loss_mask": 0.5467272028326988, "decode.d5.loss_dice": 1.0138812631368637, "decode.d6.loss_cls": 0.6390012368559838, "decode.d6.loss_mask": 0.5420387834310532, "decode.d6.loss_dice": 0.9821127027273178, "decode.d7.loss_cls": 0.6126439213752747, "decode.d7.loss_mask": 0.5174216598272323, "decode.d7.loss_dice": 1.0100848883390428, "decode.d8.loss_cls": 0.6234645873308182, "decode.d8.loss_mask": 0.5290836721658707, "decode.d8.loss_dice": 0.9965697407722474, "time": 0.5584376096725464, "memory": 7230, "step": 65150}
{"lr": 6.243411530625197e-06, "data_time": 0.009843850135803222, "grad_norm": 75.05146217346191, "loss": 26.161209297180175, "decode.loss_cls": 0.8763702392578125, "decode.loss_mask": 0.5731824547052383, "decode.loss_dice": 0.8395689338445663, "decode.d0.loss_cls": 2.5489739418029784, "decode.d0.loss_mask": 0.6657461106777192, "decode.d0.loss_dice": 1.060509979724884, "decode.d1.loss_cls": 1.1198422133922576, "decode.d1.loss_mask": 0.6379698663949966, "decode.d1.loss_dice": 0.9373960942029953, "decode.d2.loss_cls": 1.0214606940746307, "decode.d2.loss_mask": 0.6592693507671357, "decode.d2.loss_dice": 0.9071632593870163, "decode.d3.loss_cls": 0.9570780575275422, "decode.d3.loss_mask": 0.6211275666952133, "decode.d3.loss_dice": 0.8918577134609222, "decode.d4.loss_cls": 0.9158213019371033, "decode.d4.loss_mask": 0.5956008493900299, "decode.d4.loss_dice": 0.8952314466238022, "decode.d5.loss_cls": 0.9929668843746186, "decode.d5.loss_mask": 0.5810768216848373, "decode.d5.loss_dice": 0.867533951997757, "decode.d6.loss_cls": 0.985261669754982, "decode.d6.loss_mask": 0.5616656810045242, "decode.d6.loss_dice": 0.8146109521389008, "decode.d7.loss_cls": 0.9273788064718247, "decode.d7.loss_mask": 0.5674943000078201, "decode.d7.loss_dice": 0.8220588654279709, "decode.d8.loss_cls": 0.9036752223968506, "decode.d8.loss_mask": 0.5729609429836273, "decode.d8.loss_dice": 0.8403549879789353, "time": 0.5299973487854004, "memory": 7287, "step": 65200}
{"lr": 6.240447807740982e-06, "data_time": 0.009920549392700196, "grad_norm": 105.21500625610352, "loss": 27.766074180603027, "decode.loss_cls": 0.6386548317968845, "decode.loss_mask": 0.7147277414798736, "decode.loss_dice": 1.17290700674057, "decode.d0.loss_cls": 2.2931987762451174, "decode.d0.loss_mask": 0.7991978019475937, "decode.d0.loss_dice": 1.351547408103943, "decode.d1.loss_cls": 0.7982464119791984, "decode.d1.loss_mask": 0.7072457730770111, "decode.d1.loss_dice": 1.2755093097686767, "decode.d2.loss_cls": 0.7668498575687408, "decode.d2.loss_mask": 0.6774431020021439, "decode.d2.loss_dice": 1.2415320158004761, "decode.d3.loss_cls": 0.6450605243444443, "decode.d3.loss_mask": 0.7000920921564102, "decode.d3.loss_dice": 1.1831782698631286, "decode.d4.loss_cls": 0.70189373716712, "decode.d4.loss_mask": 0.6873810470104218, "decode.d4.loss_dice": 1.1702010452747345, "decode.d5.loss_cls": 0.7100010752677918, "decode.d5.loss_mask": 0.682427853345871, "decode.d5.loss_dice": 1.1671819865703583, "decode.d6.loss_cls": 0.6798863708972931, "decode.d6.loss_mask": 0.6898193717002868, "decode.d6.loss_dice": 1.19335395693779, "decode.d7.loss_cls": 0.7217826537787915, "decode.d7.loss_mask": 0.6936988443136215, "decode.d7.loss_dice": 1.1725455820560455, "decode.d8.loss_cls": 0.6499286904931069, "decode.d8.loss_mask": 0.6970772683620453, "decode.d8.loss_dice": 1.183505129814148, "time": 0.5313489675521851, "memory": 7195, "step": 65250}
{"lr": 6.237483928455649e-06, "data_time": 0.009704685211181641, "grad_norm": 85.4721893310547, "loss": 22.939589023590088, "decode.loss_cls": 0.5023681372404099, "decode.loss_mask": 0.6288745909929275, "decode.loss_dice": 0.8627443522214889, "decode.d0.loss_cls": 2.418620789051056, "decode.d0.loss_mask": 0.6939848333597183, "decode.d0.loss_dice": 1.0592482805252075, "decode.d1.loss_cls": 0.7604512453079224, "decode.d1.loss_mask": 0.6510194838047028, "decode.d1.loss_dice": 0.9802225947380065, "decode.d2.loss_cls": 0.6014432728290557, "decode.d2.loss_mask": 0.6333823025226593, "decode.d2.loss_dice": 0.9093743205070496, "decode.d3.loss_cls": 0.6286151662468911, "decode.d3.loss_mask": 0.6291542887687683, "decode.d3.loss_dice": 0.8802651196718216, "decode.d4.loss_cls": 0.5454694136977196, "decode.d4.loss_mask": 0.6487177461385727, "decode.d4.loss_dice": 0.8571897774934769, "decode.d5.loss_cls": 0.5413992553949356, "decode.d5.loss_mask": 0.6279196918010712, "decode.d5.loss_dice": 0.8511064946651459, "decode.d6.loss_cls": 0.5468672081828118, "decode.d6.loss_mask": 0.6188047140836715, "decode.d6.loss_dice": 0.8617636919021606, "decode.d7.loss_cls": 0.5150853514671325, "decode.d7.loss_mask": 0.6268037557601929, "decode.d7.loss_dice": 0.8649170815944671, "decode.d8.loss_cls": 0.5025877773761749, "decode.d8.loss_mask": 0.6320798397064209, "decode.d8.loss_dice": 0.8591086626052856, "time": 0.5579587697982789, "memory": 7241, "step": 65300}
{"lr": 6.234519892678362e-06, "data_time": 0.00981595516204834, "grad_norm": 78.65973014831543, "loss": 26.777179718017578, "decode.loss_cls": 0.6314996421337128, "decode.loss_mask": 0.7074067458510399, "decode.loss_dice": 1.1173295363783837, "decode.d0.loss_cls": 2.082841634750366, "decode.d0.loss_mask": 0.7453446239233017, "decode.d0.loss_dice": 1.2938403129577636, "decode.d1.loss_cls": 0.7456844389438629, "decode.d1.loss_mask": 0.752411499619484, "decode.d1.loss_dice": 1.179663634300232, "decode.d2.loss_cls": 0.6770124658942223, "decode.d2.loss_mask": 0.7392782181501388, "decode.d2.loss_dice": 1.149010345339775, "decode.d3.loss_cls": 0.6524292722344398, "decode.d3.loss_mask": 0.7162357926368713, "decode.d3.loss_dice": 1.1227479368448257, "decode.d4.loss_cls": 0.6497201547026634, "decode.d4.loss_mask": 0.7247949749231338, "decode.d4.loss_dice": 1.1431935548782348, "decode.d5.loss_cls": 0.6640062749385833, "decode.d5.loss_mask": 0.7252399682998657, "decode.d5.loss_dice": 1.1081163242459298, "decode.d6.loss_cls": 0.6585664592683316, "decode.d6.loss_mask": 0.7096101582050324, "decode.d6.loss_dice": 1.137566663324833, "decode.d7.loss_cls": 0.6405615173280239, "decode.d7.loss_mask": 0.7189217031002044, "decode.d7.loss_dice": 1.1536490350961686, "decode.d8.loss_cls": 0.6249874323606491, "decode.d8.loss_mask": 0.705825038254261, "decode.d8.loss_dice": 1.0996853962540627, "time": 0.5306594133377075, "memory": 7206, "step": 65350}
{"lr": 6.231555700318176e-06, "data_time": 0.010018134117126464, "grad_norm": 127.11241493225097, "loss": 26.274791526794434, "decode.loss_cls": 0.9133883789181709, "decode.loss_mask": 0.6591198518872261, "decode.loss_dice": 0.8697683796286583, "decode.d0.loss_cls": 2.3547616600990295, "decode.d0.loss_mask": 0.7327082261443139, "decode.d0.loss_dice": 1.008426195383072, "decode.d1.loss_cls": 0.9686520650982857, "decode.d1.loss_mask": 0.6847851738333702, "decode.d1.loss_dice": 0.8948787420988082, "decode.d2.loss_cls": 0.9635657846927643, "decode.d2.loss_mask": 0.6615613147616386, "decode.d2.loss_dice": 0.8644232362508774, "decode.d3.loss_cls": 0.9445416331291199, "decode.d3.loss_mask": 0.657725666463375, "decode.d3.loss_dice": 0.8537877678871155, "decode.d4.loss_cls": 0.9233809113502502, "decode.d4.loss_mask": 0.6596868082880973, "decode.d4.loss_dice": 0.8606144323945045, "decode.d5.loss_cls": 0.9539553761482239, "decode.d5.loss_mask": 0.6675714656710625, "decode.d5.loss_dice": 0.8632913023233414, "decode.d6.loss_cls": 0.8995742253959179, "decode.d6.loss_mask": 0.669112141430378, "decode.d6.loss_dice": 0.8458709061145783, "decode.d7.loss_cls": 0.9515075966715812, "decode.d7.loss_mask": 0.6611782878637313, "decode.d7.loss_dice": 0.8535745576024055, "decode.d8.loss_cls": 0.9077162332832813, "decode.d8.loss_mask": 0.6515680119395256, "decode.d8.loss_dice": 0.8740948408842086, "time": 0.530587124824524, "memory": 7245, "step": 65400}
{"lr": 6.228591351284059e-06, "data_time": 0.009825563430786133, "grad_norm": 104.67551193237304, "loss": 21.03154525756836, "decode.loss_cls": 0.5385518699884415, "decode.loss_mask": 0.5721940010786056, "decode.loss_dice": 0.7430141031742096, "decode.d0.loss_cls": 2.18002210855484, "decode.d0.loss_mask": 0.5914363354444504, "decode.d0.loss_dice": 0.8612335175275803, "decode.d1.loss_cls": 0.6604265257716179, "decode.d1.loss_mask": 0.6164655655622482, "decode.d1.loss_dice": 0.8276811093091965, "decode.d2.loss_cls": 0.6115788668394089, "decode.d2.loss_mask": 0.5910667091608047, "decode.d2.loss_dice": 0.7949792623519898, "decode.d3.loss_cls": 0.5920754253864289, "decode.d3.loss_mask": 0.5869069844484329, "decode.d3.loss_dice": 0.7755021095275879, "decode.d4.loss_cls": 0.6102554649114609, "decode.d4.loss_mask": 0.5833894073963165, "decode.d4.loss_dice": 0.7761637985706329, "decode.d5.loss_cls": 0.5356229484081269, "decode.d5.loss_mask": 0.5805663496255875, "decode.d5.loss_dice": 0.7653039157390594, "decode.d6.loss_cls": 0.5427440598607063, "decode.d6.loss_mask": 0.5744558304548264, "decode.d6.loss_dice": 0.7506857573986053, "decode.d7.loss_cls": 0.5796273320913314, "decode.d7.loss_mask": 0.5817028552293777, "decode.d7.loss_dice": 0.7535865843296051, "decode.d8.loss_cls": 0.5428130447864532, "decode.d8.loss_mask": 0.5695847898721695, "decode.d8.loss_dice": 0.7419083654880524, "time": 0.5809971809387207, "memory": 7219, "step": 65450}
{"lr": 6.225626845484864e-06, "data_time": 0.010042762756347657, "grad_norm": 86.81520767211914, "loss": 27.422200775146486, "decode.loss_cls": 0.5760057076811791, "decode.loss_mask": 0.8057565271854401, "decode.loss_dice": 1.0906648367643357, "decode.d0.loss_cls": 2.1851892471313477, "decode.d0.loss_mask": 0.8579930186271667, "decode.d0.loss_dice": 1.311934870481491, "decode.d1.loss_cls": 0.7818458035588265, "decode.d1.loss_mask": 0.8095978513360024, "decode.d1.loss_dice": 1.173625598847866, "decode.d2.loss_cls": 0.6775751251727342, "decode.d2.loss_mask": 0.8177354082465171, "decode.d2.loss_dice": 1.1400043740868568, "decode.d3.loss_cls": 0.6500103261321784, "decode.d3.loss_mask": 0.8067491963505745, "decode.d3.loss_dice": 1.1185253649950027, "decode.d4.loss_cls": 0.5940913468599319, "decode.d4.loss_mask": 0.8033512338995934, "decode.d4.loss_dice": 1.128784404695034, "decode.d5.loss_cls": 0.6065513849258423, "decode.d5.loss_mask": 0.8155489474534988, "decode.d5.loss_dice": 1.133786065876484, "decode.d6.loss_cls": 0.5780516400933265, "decode.d6.loss_mask": 0.8232781022787095, "decode.d6.loss_dice": 1.127449594438076, "decode.d7.loss_cls": 0.6052528738975524, "decode.d7.loss_mask": 0.7960472255945206, "decode.d7.loss_dice": 1.0978821828961371, "decode.d8.loss_cls": 0.6199767656624318, "decode.d8.loss_mask": 0.7983029037714005, "decode.d8.loss_dice": 1.0906314134597779, "time": 0.5313627243041992, "memory": 7245, "step": 65500}
{"lr": 6.222662182829358e-06, "data_time": 0.009871220588684082, "grad_norm": 101.70798797607422, "loss": 33.127342987060544, "decode.loss_cls": 0.8088841706514358, "decode.loss_mask": 0.6827087581157685, "decode.loss_dice": 1.5453267067670822, "decode.d0.loss_cls": 2.431101655960083, "decode.d0.loss_mask": 0.7322245717048645, "decode.d0.loss_dice": 1.8971396058797836, "decode.d1.loss_cls": 1.0262446641921996, "decode.d1.loss_mask": 0.6972257822751999, "decode.d1.loss_dice": 1.6549537241458894, "decode.d2.loss_cls": 0.9488967567682266, "decode.d2.loss_mask": 0.7042322009801865, "decode.d2.loss_dice": 1.5949932157993316, "decode.d3.loss_cls": 0.9097468137741089, "decode.d3.loss_mask": 0.6869480401277542, "decode.d3.loss_dice": 1.5432410836219788, "decode.d4.loss_cls": 0.8323469191789628, "decode.d4.loss_mask": 0.690689492225647, "decode.d4.loss_dice": 1.5591535449028016, "decode.d5.loss_cls": 0.7876945450901985, "decode.d5.loss_mask": 0.6803293019533158, "decode.d5.loss_dice": 1.5552861720323563, "decode.d6.loss_cls": 0.7790234088897705, "decode.d6.loss_mask": 0.6762445867061615, "decode.d6.loss_dice": 1.5436368048191071, "decode.d7.loss_cls": 0.8078281417489052, "decode.d7.loss_mask": 0.6799280941486359, "decode.d7.loss_dice": 1.5823291778564452, "decode.d8.loss_cls": 0.8365932792425156, "decode.d8.loss_mask": 0.6806632846593856, "decode.d8.loss_dice": 1.571729239821434, "time": 0.5285921335220337, "memory": 7332, "step": 65550}
{"lr": 6.2196973632261855e-06, "data_time": 0.009845900535583495, "grad_norm": 73.2038730621338, "loss": 21.188145446777344, "decode.loss_cls": 0.6111926749348641, "decode.loss_mask": 0.5657541692256928, "decode.loss_dice": 0.7330517768859863, "decode.d0.loss_cls": 2.008923518657684, "decode.d0.loss_mask": 0.6178163588047028, "decode.d0.loss_dice": 0.8708723366260529, "decode.d1.loss_cls": 0.7167706981301307, "decode.d1.loss_mask": 0.6214119225740433, "decode.d1.loss_dice": 0.8254829585552216, "decode.d2.loss_cls": 0.6302375257015228, "decode.d2.loss_mask": 0.6253305792808532, "decode.d2.loss_dice": 0.7940808773040772, "decode.d3.loss_cls": 0.6381503105163574, "decode.d3.loss_mask": 0.5967164605855941, "decode.d3.loss_dice": 0.7422330364584923, "decode.d4.loss_cls": 0.619546827673912, "decode.d4.loss_mask": 0.6025979220867157, "decode.d4.loss_dice": 0.7476453572511673, "decode.d5.loss_cls": 0.5973975449800492, "decode.d5.loss_mask": 0.5711805254220963, "decode.d5.loss_dice": 0.7340003907680511, "decode.d6.loss_cls": 0.5704522982239724, "decode.d6.loss_mask": 0.5788525253534317, "decode.d6.loss_dice": 0.737955567240715, "decode.d7.loss_cls": 0.6222057491540909, "decode.d7.loss_mask": 0.584464555978775, "decode.d7.loss_dice": 0.7236750289797783, "decode.d8.loss_cls": 0.5882474660873414, "decode.d8.loss_mask": 0.5701867133378983, "decode.d8.loss_dice": 0.7417116850614548, "time": 0.5331079006195069, "memory": 7217, "step": 65600}
{"lr": 6.216732386583911e-06, "data_time": 0.009972119331359863, "grad_norm": 104.81045455932617, "loss": 23.24275584220886, "decode.loss_cls": 0.6199031280353665, "decode.loss_mask": 0.577079901099205, "decode.loss_dice": 0.8814268290996552, "decode.d0.loss_cls": 1.8934435307979585, "decode.d0.loss_mask": 0.621131643652916, "decode.d0.loss_dice": 1.0762231543660163, "decode.d1.loss_cls": 0.7169690426439047, "decode.d1.loss_mask": 0.6264041066169739, "decode.d1.loss_dice": 0.9924423471093178, "decode.d2.loss_cls": 0.6974497962743044, "decode.d2.loss_mask": 0.6035270631313324, "decode.d2.loss_dice": 0.95811468064785, "decode.d3.loss_cls": 0.6166229536756873, "decode.d3.loss_mask": 0.6108863726258278, "decode.d3.loss_dice": 0.934012484550476, "decode.d4.loss_cls": 0.599512618035078, "decode.d4.loss_mask": 0.6228720664978027, "decode.d4.loss_dice": 0.9603443741798401, "decode.d5.loss_cls": 0.6033605132251978, "decode.d5.loss_mask": 0.6297847226262092, "decode.d5.loss_dice": 0.9762860149145126, "decode.d6.loss_cls": 0.6745290776714683, "decode.d6.loss_mask": 0.5939593046903611, "decode.d6.loss_dice": 0.8892424553632736, "decode.d7.loss_cls": 0.6704582665115595, "decode.d7.loss_mask": 0.5837084844708442, "decode.d7.loss_dice": 0.878905388712883, "decode.d8.loss_cls": 0.6591943364590407, "decode.d8.loss_mask": 0.5786058261990548, "decode.d8.loss_dice": 0.8963546261191369, "time": 0.5307806968688965, "memory": 7274, "step": 65650}
{"lr": 6.2137672528109865e-06, "data_time": 0.009472060203552245, "grad_norm": 107.97731170654296, "loss": 23.074805736541748, "decode.loss_cls": 0.6255165323615074, "decode.loss_mask": 0.6122802823781968, "decode.loss_dice": 0.8374211519956589, "decode.d0.loss_cls": 2.056545948982239, "decode.d0.loss_mask": 0.7132243096828461, "decode.d0.loss_dice": 1.0044992685317993, "decode.d1.loss_cls": 0.7314531862735748, "decode.d1.loss_mask": 0.6434546142816544, "decode.d1.loss_dice": 0.9053491890430451, "decode.d2.loss_cls": 0.7332593441009522, "decode.d2.loss_mask": 0.6237600594758987, "decode.d2.loss_dice": 0.8481131970882416, "decode.d3.loss_cls": 0.692485636472702, "decode.d3.loss_mask": 0.6231019258499145, "decode.d3.loss_dice": 0.8451840341091156, "decode.d4.loss_cls": 0.7095776334404945, "decode.d4.loss_mask": 0.6161079913377762, "decode.d4.loss_dice": 0.8449958860874176, "decode.d5.loss_cls": 0.7220324128866196, "decode.d5.loss_mask": 0.6002392649650574, "decode.d5.loss_dice": 0.8246315777301788, "decode.d6.loss_cls": 0.6832852318882943, "decode.d6.loss_mask": 0.5990327775478363, "decode.d6.loss_dice": 0.8363582104444504, "decode.d7.loss_cls": 0.633264821767807, "decode.d7.loss_mask": 0.6004640012979507, "decode.d7.loss_dice": 0.8267938733100891, "decode.d8.loss_cls": 0.6225449994206429, "decode.d8.loss_mask": 0.6102465331554413, "decode.d8.loss_dice": 0.8495821177959442, "time": 0.5562578439712524, "memory": 7213, "step": 65700}
{"lr": 6.21080196181577e-06, "data_time": 0.009335851669311524, "grad_norm": 93.54376220703125, "loss": 21.11077289581299, "decode.loss_cls": 0.4328561261296272, "decode.loss_mask": 0.5891720414161682, "decode.loss_dice": 0.8671818524599075, "decode.d0.loss_cls": 1.8799458563327789, "decode.d0.loss_mask": 0.6537067532539368, "decode.d0.loss_dice": 1.0161332875490188, "decode.d1.loss_cls": 0.5922644034028053, "decode.d1.loss_mask": 0.6185563176870346, "decode.d1.loss_dice": 0.9327405750751495, "decode.d2.loss_cls": 0.45411139279603957, "decode.d2.loss_mask": 0.6262730449438095, "decode.d2.loss_dice": 0.9409473657608032, "decode.d3.loss_cls": 0.458285827934742, "decode.d3.loss_mask": 0.6115619763731956, "decode.d3.loss_dice": 0.8858307182788849, "decode.d4.loss_cls": 0.41500192135572433, "decode.d4.loss_mask": 0.6227158665657043, "decode.d4.loss_dice": 0.8998595386743545, "decode.d5.loss_cls": 0.4258821666240692, "decode.d5.loss_mask": 0.5956130579113961, "decode.d5.loss_dice": 0.8860328108072281, "decode.d6.loss_cls": 0.4331114038825035, "decode.d6.loss_mask": 0.5851531997323036, "decode.d6.loss_dice": 0.8655390679836273, "decode.d7.loss_cls": 0.45394953340291977, "decode.d7.loss_mask": 0.5812095165252685, "decode.d7.loss_dice": 0.8701819837093353, "decode.d8.loss_cls": 0.43385252356529236, "decode.d8.loss_mask": 0.5945913106203079, "decode.d8.loss_dice": 0.8885118722915649, "time": 0.5308009386062622, "memory": 7228, "step": 65750}
{"lr": 6.207836513506505e-06, "data_time": 0.009767770767211914, "grad_norm": 87.16936111450195, "loss": 26.116841316223145, "decode.loss_cls": 0.7189041718840599, "decode.loss_mask": 0.6564138770103455, "decode.loss_dice": 1.0129905134439467, "decode.d0.loss_cls": 2.381620490550995, "decode.d0.loss_mask": 0.6906002283096313, "decode.d0.loss_dice": 1.1498689979314805, "decode.d1.loss_cls": 0.8659711927175522, "decode.d1.loss_mask": 0.6714748531579972, "decode.d1.loss_dice": 1.0646969556808472, "decode.d2.loss_cls": 0.7805763468146324, "decode.d2.loss_mask": 0.6396634578704834, "decode.d2.loss_dice": 1.0527323752641677, "decode.d3.loss_cls": 0.7403079450130463, "decode.d3.loss_mask": 0.6591416299343109, "decode.d3.loss_dice": 1.0172475516796111, "decode.d4.loss_cls": 0.7386875629425049, "decode.d4.loss_mask": 0.6495004922151566, "decode.d4.loss_dice": 1.024742841720581, "decode.d5.loss_cls": 0.6729051843285561, "decode.d5.loss_mask": 0.6690318048000335, "decode.d5.loss_dice": 1.0456467479467393, "decode.d6.loss_cls": 0.6867988422513008, "decode.d6.loss_mask": 0.6670105278491973, "decode.d6.loss_dice": 1.035426253080368, "decode.d7.loss_cls": 0.7113428428769112, "decode.d7.loss_mask": 0.6616870075464248, "decode.d7.loss_dice": 1.0375632733106612, "decode.d8.loss_cls": 0.7412110269069672, "decode.d8.loss_mask": 0.6564601808786392, "decode.d8.loss_dice": 1.0166157156229019, "time": 0.5285202264785767, "memory": 7241, "step": 65800}
{"lr": 6.204870907791343e-06, "data_time": 0.009487509727478027, "grad_norm": 71.74990730285644, "loss": 23.218320083618163, "decode.loss_cls": 0.6022232204675675, "decode.loss_mask": 0.5337657004594802, "decode.loss_dice": 0.8759272277355195, "decode.d0.loss_cls": 2.398383343219757, "decode.d0.loss_mask": 0.6060070753097534, "decode.d0.loss_dice": 1.0608220279216767, "decode.d1.loss_cls": 0.8603976786136627, "decode.d1.loss_mask": 0.5426390111446381, "decode.d1.loss_dice": 0.9410526067018509, "decode.d2.loss_cls": 0.7615381568670273, "decode.d2.loss_mask": 0.5544504702091217, "decode.d2.loss_dice": 0.9099432915449143, "decode.d3.loss_cls": 0.6803365796804428, "decode.d3.loss_mask": 0.5715527236461639, "decode.d3.loss_dice": 0.9056179881095886, "decode.d4.loss_cls": 0.6616901069879532, "decode.d4.loss_mask": 0.5569294184446335, "decode.d4.loss_dice": 0.8983213841915131, "decode.d5.loss_cls": 0.6838846176862716, "decode.d5.loss_mask": 0.5501541286706925, "decode.d5.loss_dice": 0.8761802792549134, "decode.d6.loss_cls": 0.6439612001180649, "decode.d6.loss_mask": 0.5546925395727158, "decode.d6.loss_dice": 0.8978534400463104, "decode.d7.loss_cls": 0.5885235399007798, "decode.d7.loss_mask": 0.5525511294603348, "decode.d7.loss_dice": 0.8913181275129318, "decode.d8.loss_cls": 0.6455450057983398, "decode.d8.loss_mask": 0.53314408659935, "decode.d8.loss_dice": 0.8789140701293945, "time": 0.5298682689666748, "memory": 7233, "step": 65850}
{"lr": 6.201905144578326e-06, "data_time": 0.009362316131591797, "grad_norm": 87.25347862243652, "loss": 27.861336612701415, "decode.loss_cls": 0.6169169403612613, "decode.loss_mask": 0.7155898422002792, "decode.loss_dice": 1.196283358335495, "decode.d0.loss_cls": 2.3648457527160645, "decode.d0.loss_mask": 0.7820230275392532, "decode.d0.loss_dice": 1.3217711478471756, "decode.d1.loss_cls": 0.8177966549992561, "decode.d1.loss_mask": 0.76705202460289, "decode.d1.loss_dice": 1.2592675507068634, "decode.d2.loss_cls": 0.7233491562306881, "decode.d2.loss_mask": 0.7489959746599197, "decode.d2.loss_dice": 1.23419032394886, "decode.d3.loss_cls": 0.7314607061445713, "decode.d3.loss_mask": 0.7044438689947128, "decode.d3.loss_dice": 1.1752014249563216, "decode.d4.loss_cls": 0.6452286317944527, "decode.d4.loss_mask": 0.716385480761528, "decode.d4.loss_dice": 1.2104568511247635, "decode.d5.loss_cls": 0.7011214151978493, "decode.d5.loss_mask": 0.7089683026075363, "decode.d5.loss_dice": 1.180587786436081, "decode.d6.loss_cls": 0.659768744558096, "decode.d6.loss_mask": 0.6994972229003906, "decode.d6.loss_dice": 1.1418028265237807, "decode.d7.loss_cls": 0.6030850850045681, "decode.d7.loss_mask": 0.7116581559181213, "decode.d7.loss_dice": 1.1793901205062867, "decode.d8.loss_cls": 0.6181548945605755, "decode.d8.loss_mask": 0.7178887754678727, "decode.d8.loss_dice": 1.2081544786691665, "time": 0.530244255065918, "memory": 7253, "step": 65900}
{"lr": 6.1989392237753915e-06, "data_time": 0.009454560279846192, "grad_norm": 81.07936973571778, "loss": 24.54080476760864, "decode.loss_cls": 0.6318260177969932, "decode.loss_mask": 0.6397985875606537, "decode.loss_dice": 0.913803705573082, "decode.d0.loss_cls": 2.3229758739471436, "decode.d0.loss_mask": 0.6751357078552246, "decode.d0.loss_dice": 1.1010233014822006, "decode.d1.loss_cls": 0.8940735578536987, "decode.d1.loss_mask": 0.6504381567239761, "decode.d1.loss_dice": 0.9873516917228699, "decode.d2.loss_cls": 0.7828822359442711, "decode.d2.loss_mask": 0.6316246628761292, "decode.d2.loss_dice": 0.976658108830452, "decode.d3.loss_cls": 0.7119015604257584, "decode.d3.loss_mask": 0.6198501974344254, "decode.d3.loss_dice": 0.9505325317382812, "decode.d4.loss_cls": 0.7031414940953254, "decode.d4.loss_mask": 0.61764115691185, "decode.d4.loss_dice": 0.9514332443475724, "decode.d5.loss_cls": 0.7081768088042736, "decode.d5.loss_mask": 0.6088954210281372, "decode.d5.loss_dice": 0.8973500669002533, "decode.d6.loss_cls": 0.6594253376126289, "decode.d6.loss_mask": 0.6185900270938873, "decode.d6.loss_dice": 0.9128793746232986, "decode.d7.loss_cls": 0.6578669413924217, "decode.d7.loss_mask": 0.6203125178813934, "decode.d7.loss_dice": 0.8999632447957993, "decode.d8.loss_cls": 0.6510235540568828, "decode.d8.loss_mask": 0.6354463905096054, "decode.d8.loss_dice": 0.9087831377983093, "time": 0.5305637359619141, "memory": 7213, "step": 65950}
{"lr": 6.195973145290389e-06, "data_time": 0.009408140182495117, "grad_norm": 94.52890052795411, "loss": 21.072123718261718, "decode.loss_cls": 0.4719217911362648, "decode.loss_mask": 0.7162901788949967, "decode.loss_dice": 0.6917632669210434, "decode.d0.loss_cls": 1.8477527618408203, "decode.d0.loss_mask": 0.7323321163654327, "decode.d0.loss_dice": 0.8015155911445617, "decode.d1.loss_cls": 0.6218484520912171, "decode.d1.loss_mask": 0.74949881285429, "decode.d1.loss_dice": 0.7212798297405243, "decode.d2.loss_cls": 0.5821435883641243, "decode.d2.loss_mask": 0.7419205278158187, "decode.d2.loss_dice": 0.7507755696773529, "decode.d3.loss_cls": 0.5248444736003876, "decode.d3.loss_mask": 0.7604407072067261, "decode.d3.loss_dice": 0.7402549535036087, "decode.d4.loss_cls": 0.532400929927826, "decode.d4.loss_mask": 0.7299814075231552, "decode.d4.loss_dice": 0.7175970911979676, "decode.d5.loss_cls": 0.4854876324534416, "decode.d5.loss_mask": 0.7247765779495239, "decode.d5.loss_dice": 0.7121961832046508, "decode.d6.loss_cls": 0.4822179988026619, "decode.d6.loss_mask": 0.7262595623731614, "decode.d6.loss_dice": 0.7296713143587112, "decode.d7.loss_cls": 0.47763903737068175, "decode.d7.loss_mask": 0.7069209516048431, "decode.d7.loss_dice": 0.6942225456237793, "decode.d8.loss_cls": 0.43130854666233065, "decode.d8.loss_mask": 0.7442699790000915, "decode.d8.loss_dice": 0.7225916415452958, "time": 0.5851550102233887, "memory": 7190, "step": 66000}
{"lr": 6.193006909031045e-06, "data_time": 0.009555482864379882, "grad_norm": 86.18247985839844, "loss": 26.190873050689696, "decode.loss_cls": 0.6108736783266068, "decode.loss_mask": 0.6534940212965011, "decode.loss_dice": 1.031526228785515, "decode.d0.loss_cls": 2.5275574922561646, "decode.d0.loss_mask": 0.7056538850069046, "decode.d0.loss_dice": 1.2382412940263747, "decode.d1.loss_cls": 0.8922548145055771, "decode.d1.loss_mask": 0.6932042315602303, "decode.d1.loss_dice": 1.1006973683834076, "decode.d2.loss_cls": 0.8158778995275497, "decode.d2.loss_mask": 0.6490345180034638, "decode.d2.loss_dice": 1.0504814296960832, "decode.d3.loss_cls": 0.6912257924675942, "decode.d3.loss_mask": 0.6489810317754745, "decode.d3.loss_dice": 1.043078775703907, "decode.d4.loss_cls": 0.6945108026266098, "decode.d4.loss_mask": 0.6605785682797432, "decode.d4.loss_dice": 1.061514663696289, "decode.d5.loss_cls": 0.7094552963972092, "decode.d5.loss_mask": 0.6576218411326409, "decode.d5.loss_dice": 1.0639591455459594, "decode.d6.loss_cls": 0.6513918861746788, "decode.d6.loss_mask": 0.6499893456697464, "decode.d6.loss_dice": 1.036903201043606, "decode.d7.loss_cls": 0.659373028576374, "decode.d7.loss_mask": 0.6447929248213768, "decode.d7.loss_dice": 1.0305168956518174, "decode.d8.loss_cls": 0.6220152914524079, "decode.d8.loss_mask": 0.6571565702557564, "decode.d8.loss_dice": 1.0389112845063209, "time": 0.5304579019546509, "memory": 7305, "step": 66050}
{"lr": 6.190040514905001e-06, "data_time": 0.009348177909851074, "grad_norm": 88.72173843383788, "loss": 27.43992805480957, "decode.loss_cls": 0.6690379083156586, "decode.loss_mask": 0.7447284251451493, "decode.loss_dice": 1.0645588994026185, "decode.d0.loss_cls": 2.1480796694755555, "decode.d0.loss_mask": 0.8320216536521912, "decode.d0.loss_dice": 1.2909760981798173, "decode.d1.loss_cls": 0.8601759552955628, "decode.d1.loss_mask": 0.7798676401376724, "decode.d1.loss_dice": 1.232094693183899, "decode.d2.loss_cls": 0.7256820976734162, "decode.d2.loss_mask": 0.7649342894554139, "decode.d2.loss_dice": 1.154359757900238, "decode.d3.loss_cls": 0.6629738852381706, "decode.d3.loss_mask": 0.7585314005613327, "decode.d3.loss_dice": 1.0856873691082, "decode.d4.loss_cls": 0.6523856952786445, "decode.d4.loss_mask": 0.7646417498588562, "decode.d4.loss_dice": 1.0964737027883529, "decode.d5.loss_cls": 0.7281844452023506, "decode.d5.loss_mask": 0.78511883020401, "decode.d5.loss_dice": 1.094662320613861, "decode.d6.loss_cls": 0.6665893986821174, "decode.d6.loss_mask": 0.7569641947746277, "decode.d6.loss_dice": 1.0783644795417786, "decode.d7.loss_cls": 0.6902674123644829, "decode.d7.loss_mask": 0.7540806263685227, "decode.d7.loss_dice": 1.075999093055725, "decode.d8.loss_cls": 0.687562209367752, "decode.d8.loss_mask": 0.7521711647510528, "decode.d8.loss_dice": 1.082752412557602, "time": 0.5312551736831665, "memory": 7245, "step": 66100}
{"lr": 6.1870739628197845e-06, "data_time": 0.009268712997436524, "grad_norm": 84.28472747802735, "loss": 19.100511074066162, "decode.loss_cls": 0.50589799284935, "decode.loss_mask": 0.5050357222557068, "decode.loss_dice": 0.7175891071557998, "decode.d0.loss_cls": 1.872066330909729, "decode.d0.loss_mask": 0.5781868726015091, "decode.d0.loss_dice": 0.8865071952342987, "decode.d1.loss_cls": 0.6447538584470749, "decode.d1.loss_mask": 0.5515838518738747, "decode.d1.loss_dice": 0.79073366522789, "decode.d2.loss_cls": 0.517754465341568, "decode.d2.loss_mask": 0.5205860197544098, "decode.d2.loss_dice": 0.7415625959634781, "decode.d3.loss_cls": 0.4897458255290985, "decode.d3.loss_mask": 0.5090985044836998, "decode.d3.loss_dice": 0.7298274219036103, "decode.d4.loss_cls": 0.45615474581718446, "decode.d4.loss_mask": 0.5066879853606224, "decode.d4.loss_dice": 0.7238032221794128, "decode.d5.loss_cls": 0.4970392376184464, "decode.d5.loss_mask": 0.48688808679580686, "decode.d5.loss_dice": 0.7200845539569855, "decode.d6.loss_cls": 0.5222707033157349, "decode.d6.loss_mask": 0.48486439883708954, "decode.d6.loss_dice": 0.7153035938739777, "decode.d7.loss_cls": 0.49904955327510836, "decode.d7.loss_mask": 0.4793830633163452, "decode.d7.loss_dice": 0.7147938460111618, "decode.d8.loss_cls": 0.5056777209043503, "decode.d8.loss_mask": 0.49932577311992643, "decode.d8.loss_dice": 0.7282556265592575, "time": 0.5291697978973389, "memory": 7240, "step": 66150}
{"lr": 6.18410725268282e-06, "data_time": 0.009414982795715333, "grad_norm": 81.75597610473633, "loss": 23.218386793136595, "decode.loss_cls": 0.5758000835776329, "decode.loss_mask": 0.5901614055037498, "decode.loss_dice": 0.8924658805131912, "decode.d0.loss_cls": 2.0073068618774412, "decode.d0.loss_mask": 0.693226321041584, "decode.d0.loss_dice": 1.1110936298966407, "decode.d1.loss_cls": 0.8174125134944916, "decode.d1.loss_mask": 0.6307940915226936, "decode.d1.loss_dice": 0.984510388970375, "decode.d2.loss_cls": 0.6916055083274841, "decode.d2.loss_mask": 0.6343339547514916, "decode.d2.loss_dice": 0.9428710117936134, "decode.d3.loss_cls": 0.6683178573846817, "decode.d3.loss_mask": 0.6098757028579712, "decode.d3.loss_dice": 0.9205859079957008, "decode.d4.loss_cls": 0.6466709226369858, "decode.d4.loss_mask": 0.5971827507019043, "decode.d4.loss_dice": 0.9072802275419235, "decode.d5.loss_cls": 0.6321092113852501, "decode.d5.loss_mask": 0.5968054056167602, "decode.d5.loss_dice": 0.9155158504843712, "decode.d6.loss_cls": 0.5738197773694992, "decode.d6.loss_mask": 0.5919267639517785, "decode.d6.loss_dice": 0.9010737389326096, "decode.d7.loss_cls": 0.5630429044365883, "decode.d7.loss_mask": 0.5885535329580307, "decode.d7.loss_dice": 0.8864166915416718, "decode.d8.loss_cls": 0.5693077608942986, "decode.d8.loss_mask": 0.5988981306552887, "decode.d8.loss_dice": 0.8794219270348549, "time": 0.5267019510269165, "memory": 7248, "step": 66200}
{"lr": 6.181140384401438e-06, "data_time": 0.009435153007507325, "grad_norm": 83.13319625854493, "loss": 21.89756851196289, "decode.loss_cls": 0.703301040828228, "decode.loss_mask": 0.43403246700763704, "decode.loss_dice": 0.8387377828359603, "decode.d0.loss_cls": 2.013368570804596, "decode.d0.loss_mask": 0.48405233919620516, "decode.d0.loss_dice": 1.0010667860507965, "decode.d1.loss_cls": 0.8513993740081787, "decode.d1.loss_mask": 0.4709669902920723, "decode.d1.loss_dice": 0.8863728851079941, "decode.d2.loss_cls": 0.7795451492071152, "decode.d2.loss_mask": 0.47677395343780515, "decode.d2.loss_dice": 0.8985283076763153, "decode.d3.loss_cls": 0.7392015278339386, "decode.d3.loss_mask": 0.4575954258441925, "decode.d3.loss_dice": 0.8430952221155167, "decode.d4.loss_cls": 0.7407713949680328, "decode.d4.loss_mask": 0.4528992101550102, "decode.d4.loss_dice": 0.8716219961643219, "decode.d5.loss_cls": 0.676578576117754, "decode.d5.loss_mask": 0.4468937158584595, "decode.d5.loss_dice": 0.8708556964993477, "decode.d6.loss_cls": 0.6998297490179539, "decode.d6.loss_mask": 0.4353070452809334, "decode.d6.loss_dice": 0.8418079182505608, "decode.d7.loss_cls": 0.7263377569615841, "decode.d7.loss_mask": 0.4338077172636986, "decode.d7.loss_dice": 0.8479791447520256, "decode.d8.loss_cls": 0.6770586863160133, "decode.d8.loss_mask": 0.44386514127254484, "decode.d8.loss_dice": 0.8539169177412986, "time": 0.5539141893386841, "memory": 7223, "step": 66250}
{"lr": 6.1781733578828525e-06, "data_time": 0.009272336959838867, "grad_norm": 85.15947265625, "loss": 25.07738027572632, "decode.loss_cls": 0.5153024926781654, "decode.loss_mask": 0.6082537934184075, "decode.loss_dice": 1.1259728789329528, "decode.d0.loss_cls": 2.1571042776107787, "decode.d0.loss_mask": 0.6369641780853271, "decode.d0.loss_dice": 1.287404066324234, "decode.d1.loss_cls": 0.7524571880698204, "decode.d1.loss_mask": 0.6114095896482468, "decode.d1.loss_dice": 1.2091255247592927, "decode.d2.loss_cls": 0.6776481166481971, "decode.d2.loss_mask": 0.6502975538372994, "decode.d2.loss_dice": 1.172960489988327, "decode.d3.loss_cls": 0.6366256520152092, "decode.d3.loss_mask": 0.6171673938632012, "decode.d3.loss_dice": 1.1065263330936432, "decode.d4.loss_cls": 0.5675993815064431, "decode.d4.loss_mask": 0.6229736357927322, "decode.d4.loss_dice": 1.134804978966713, "decode.d5.loss_cls": 0.5495362401008606, "decode.d5.loss_mask": 0.6067249953746796, "decode.d5.loss_dice": 1.1396778047084808, "decode.d6.loss_cls": 0.48876299411058427, "decode.d6.loss_mask": 0.6010205090045929, "decode.d6.loss_dice": 1.1244521677494048, "decode.d7.loss_cls": 0.4930621817708015, "decode.d7.loss_mask": 0.6038759857416153, "decode.d7.loss_dice": 1.133317157626152, "decode.d8.loss_cls": 0.5340193673968315, "decode.d8.loss_mask": 0.6051068723201751, "decode.d8.loss_dice": 1.1072256028652192, "time": 0.5293700695037842, "memory": 7204, "step": 66300}
{"lr": 6.175206173034176e-06, "data_time": 0.009451913833618163, "grad_norm": 106.05848236083985, "loss": 31.80379228591919, "decode.loss_cls": 0.8947164997458458, "decode.loss_mask": 0.8043962717056274, "decode.loss_dice": 1.2078511208295821, "decode.d0.loss_cls": 2.571451473236084, "decode.d0.loss_mask": 0.8326627373695373, "decode.d0.loss_dice": 1.461681717634201, "decode.d1.loss_cls": 1.0777892388403416, "decode.d1.loss_mask": 0.7857661426067353, "decode.d1.loss_dice": 1.2846444070339202, "decode.d2.loss_cls": 1.0911832690238952, "decode.d2.loss_mask": 0.8176056355237961, "decode.d2.loss_dice": 1.2695209711790085, "decode.d3.loss_cls": 1.0231559365987777, "decode.d3.loss_mask": 0.7976668298244476, "decode.d3.loss_dice": 1.178698480129242, "decode.d4.loss_cls": 0.999519944936037, "decode.d4.loss_mask": 0.798822671175003, "decode.d4.loss_dice": 1.2079480409622192, "decode.d5.loss_cls": 0.915540487319231, "decode.d5.loss_mask": 0.8073240607976914, "decode.d5.loss_dice": 1.201691707968712, "decode.d6.loss_cls": 0.9261153548955917, "decode.d6.loss_mask": 0.8109454184770584, "decode.d6.loss_dice": 1.1981517195701599, "decode.d7.loss_cls": 0.8808774814009667, "decode.d7.loss_mask": 0.8149814665317535, "decode.d7.loss_dice": 1.2321387022733687, "decode.d8.loss_cls": 0.8960242472589016, "decode.d8.loss_mask": 0.8070894449949264, "decode.d8.loss_dice": 1.207829475402832, "time": 0.5304555416107177, "memory": 7217, "step": 66350}
{"lr": 6.1722388297624255e-06, "data_time": 0.009342551231384277, "grad_norm": 91.15767822265624, "loss": 21.55888090133667, "decode.loss_cls": 0.5189012691378594, "decode.loss_mask": 0.5506704598665237, "decode.loss_dice": 0.8353721290826798, "decode.d0.loss_cls": 2.0920747756958007, "decode.d0.loss_mask": 0.6175115913152694, "decode.d0.loss_dice": 0.9966258943080902, "decode.d1.loss_cls": 0.6867356114089489, "decode.d1.loss_mask": 0.5788837969303131, "decode.d1.loss_dice": 0.9216445803642273, "decode.d2.loss_cls": 0.5919299460947514, "decode.d2.loss_mask": 0.56630028039217, "decode.d2.loss_dice": 0.893625944852829, "decode.d3.loss_cls": 0.5573966585099697, "decode.d3.loss_mask": 0.5656526833772659, "decode.d3.loss_dice": 0.8385473608970642, "decode.d4.loss_cls": 0.5637724824249745, "decode.d4.loss_mask": 0.5628977924585342, "decode.d4.loss_dice": 0.8370548695325851, "decode.d5.loss_cls": 0.5637702643871307, "decode.d5.loss_mask": 0.562651839852333, "decode.d5.loss_dice": 0.8638877660036087, "decode.d6.loss_cls": 0.5113002195954323, "decode.d6.loss_mask": 0.5629520997405052, "decode.d6.loss_dice": 0.8513722717761993, "decode.d7.loss_cls": 0.554054182767868, "decode.d7.loss_mask": 0.5398356333374977, "decode.d7.loss_dice": 0.8415970504283905, "decode.d8.loss_cls": 0.5493259057402611, "decode.d8.loss_mask": 0.54309241771698, "decode.d8.loss_dice": 0.839443814754486, "time": 0.5320204734802246, "memory": 7264, "step": 66400}
{"lr": 6.16927132797451e-06, "data_time": 0.009404850006103516, "grad_norm": 77.81262969970703, "loss": 27.368029403686524, "decode.loss_cls": 0.6735466718673706, "decode.loss_mask": 0.6918428599834442, "decode.loss_dice": 1.1249344855546952, "decode.d0.loss_cls": 2.2932933926582337, "decode.d0.loss_mask": 0.7738481521606445, "decode.d0.loss_dice": 1.3058285415172577, "decode.d1.loss_cls": 0.8096417754888534, "decode.d1.loss_mask": 0.7353664249181747, "decode.d1.loss_dice": 1.1942700684070586, "decode.d2.loss_cls": 0.7409270316362381, "decode.d2.loss_mask": 0.694439172744751, "decode.d2.loss_dice": 1.1858311533927917, "decode.d3.loss_cls": 0.762677150964737, "decode.d3.loss_mask": 0.6890519320964813, "decode.d3.loss_dice": 1.1452062994241714, "decode.d4.loss_cls": 0.7403034895658493, "decode.d4.loss_mask": 0.6851373791694642, "decode.d4.loss_dice": 1.1244647085666657, "decode.d5.loss_cls": 0.6787713795900345, "decode.d5.loss_mask": 0.6848915636539459, "decode.d5.loss_dice": 1.1280070751905442, "decode.d6.loss_cls": 0.7419974952936172, "decode.d6.loss_mask": 0.6841182231903076, "decode.d6.loss_dice": 1.093542492389679, "decode.d7.loss_cls": 0.696557280421257, "decode.d7.loss_mask": 0.683215805888176, "decode.d7.loss_dice": 1.1182539850473403, "decode.d8.loss_cls": 0.6953525543212891, "decode.d8.loss_mask": 0.6870871722698212, "decode.d8.loss_dice": 1.105622836947441, "time": 0.53075110912323, "memory": 7220, "step": 66450}
{"lr": 6.166303667577226e-06, "data_time": 0.009461069107055664, "grad_norm": 96.76204223632813, "loss": 23.440864944458006, "decode.loss_cls": 0.551268707960844, "decode.loss_mask": 0.6719346761703491, "decode.loss_dice": 0.9119343876838684, "decode.d0.loss_cls": 1.9914605259895324, "decode.d0.loss_mask": 0.718576404452324, "decode.d0.loss_dice": 1.0239553570747375, "decode.d1.loss_cls": 0.7164450645446777, "decode.d1.loss_mask": 0.6830710917711258, "decode.d1.loss_dice": 0.9595424234867096, "decode.d2.loss_cls": 0.624073302000761, "decode.d2.loss_mask": 0.6990719825029373, "decode.d2.loss_dice": 0.89952512383461, "decode.d3.loss_cls": 0.6247989319264888, "decode.d3.loss_mask": 0.6909099727869034, "decode.d3.loss_dice": 0.8956325471401214, "decode.d4.loss_cls": 0.6292019285261631, "decode.d4.loss_mask": 0.6801512122154236, "decode.d4.loss_dice": 0.8850481569766998, "decode.d5.loss_cls": 0.6249417647719383, "decode.d5.loss_mask": 0.6552657634019852, "decode.d5.loss_dice": 0.8727991640567779, "decode.d6.loss_cls": 0.5782801024615765, "decode.d6.loss_mask": 0.6541596293449402, "decode.d6.loss_dice": 0.8758570909500122, "decode.d7.loss_cls": 0.6050215855240821, "decode.d7.loss_mask": 0.6637964248657227, "decode.d7.loss_dice": 0.8814706265926361, "decode.d8.loss_cls": 0.6381781067699194, "decode.d8.loss_mask": 0.6625450402498245, "decode.d8.loss_dice": 0.8719477772712707, "time": 0.5323689460754395, "memory": 7280, "step": 66500}
{"lr": 6.163335848477273e-06, "data_time": 0.009489345550537109, "grad_norm": 88.87694091796875, "loss": 24.381873035430907, "decode.loss_cls": 0.5528790846467018, "decode.loss_mask": 0.7011787354946136, "decode.loss_dice": 0.9624831676483154, "decode.d0.loss_cls": 2.166503095626831, "decode.d0.loss_mask": 0.7572314858436584, "decode.d0.loss_dice": 1.054197958111763, "decode.d1.loss_cls": 0.7562346220016479, "decode.d1.loss_mask": 0.7410457760095597, "decode.d1.loss_dice": 0.9914415061473847, "decode.d2.loss_cls": 0.6665008068084717, "decode.d2.loss_mask": 0.7028293758630753, "decode.d2.loss_dice": 0.9491964280605316, "decode.d3.loss_cls": 0.6093743741512299, "decode.d3.loss_mask": 0.7142587333917618, "decode.d3.loss_dice": 0.9665347218513489, "decode.d4.loss_cls": 0.5866825312376023, "decode.d4.loss_mask": 0.7157283276319504, "decode.d4.loss_dice": 0.9732583522796631, "decode.d5.loss_cls": 0.5591103747487068, "decode.d5.loss_mask": 0.710369023680687, "decode.d5.loss_dice": 0.9562681585550308, "decode.d6.loss_cls": 0.5385343208909035, "decode.d6.loss_mask": 0.7038113951683045, "decode.d6.loss_dice": 0.9464588940143586, "decode.d7.loss_cls": 0.5416990540921688, "decode.d7.loss_mask": 0.7096336275339127, "decode.d7.loss_dice": 0.9590113282203674, "decode.d8.loss_cls": 0.5227836936712265, "decode.d8.loss_mask": 0.709429457783699, "decode.d8.loss_dice": 0.9572041511535645, "time": 0.55564284324646, "memory": 7205, "step": 66550}
{"lr": 6.160367870581242e-06, "data_time": 0.009368419647216797, "grad_norm": 85.08249778747559, "loss": 28.002740383148193, "decode.loss_cls": 0.7544538006186485, "decode.loss_mask": 0.7354847848415375, "decode.loss_dice": 1.1295504510402679, "decode.d0.loss_cls": 2.269638729095459, "decode.d0.loss_mask": 0.8046507596969604, "decode.d0.loss_dice": 1.2835111260414123, "decode.d1.loss_cls": 0.8211289331316948, "decode.d1.loss_mask": 0.755116069316864, "decode.d1.loss_dice": 1.246585988998413, "decode.d2.loss_cls": 0.6647127211093903, "decode.d2.loss_mask": 0.7686183303594589, "decode.d2.loss_dice": 1.209818422794342, "decode.d3.loss_cls": 0.7315691620111465, "decode.d3.loss_mask": 0.7455668658018112, "decode.d3.loss_dice": 1.1325705409049989, "decode.d4.loss_cls": 0.7903196051716804, "decode.d4.loss_mask": 0.7376954257488251, "decode.d4.loss_dice": 1.1440294444561006, "decode.d5.loss_cls": 0.6983466491103172, "decode.d5.loss_mask": 0.7285432815551758, "decode.d5.loss_dice": 1.1391993671655656, "decode.d6.loss_cls": 0.7146017163991928, "decode.d6.loss_mask": 0.7396762281656265, "decode.d6.loss_dice": 1.1081957578659059, "decode.d7.loss_cls": 0.7069474756717682, "decode.d7.loss_mask": 0.7471787720918656, "decode.d7.loss_dice": 1.1152757912874223, "decode.d8.loss_cls": 0.712997005879879, "decode.d8.loss_mask": 0.7460205078125, "decode.d8.loss_dice": 1.1207372426986695, "time": 0.5334559202194213, "memory": 7227, "step": 66600}
{"lr": 6.157399733795626e-06, "data_time": 0.009514045715332032, "grad_norm": 107.2085350036621, "loss": 28.102244472503664, "decode.loss_cls": 0.7797671929001808, "decode.loss_mask": 0.7121435433626175, "decode.loss_dice": 1.1429693877696991, "decode.d0.loss_cls": 2.1753267467021944, "decode.d0.loss_mask": 0.7796657890081405, "decode.d0.loss_dice": 1.3292180359363557, "decode.d1.loss_cls": 0.7774260327219963, "decode.d1.loss_mask": 0.7230949312448501, "decode.d1.loss_dice": 1.1979668706655502, "decode.d2.loss_cls": 0.7425744324922562, "decode.d2.loss_mask": 0.6949554204940795, "decode.d2.loss_dice": 1.213431218266487, "decode.d3.loss_cls": 0.7742324814200401, "decode.d3.loss_mask": 0.6980667561292648, "decode.d3.loss_dice": 1.1881390243768692, "decode.d4.loss_cls": 0.7311444915831089, "decode.d4.loss_mask": 0.6938960611820221, "decode.d4.loss_dice": 1.1589503675699233, "decode.d5.loss_cls": 0.734007079899311, "decode.d5.loss_mask": 0.7168018400669098, "decode.d5.loss_dice": 1.1672490268945694, "decode.d6.loss_cls": 0.7755897268652916, "decode.d6.loss_mask": 0.6972890675067902, "decode.d6.loss_dice": 1.1531741321086884, "decode.d7.loss_cls": 0.7966576419770718, "decode.d7.loss_mask": 0.7012445330619812, "decode.d7.loss_dice": 1.1742732286453248, "decode.d8.loss_cls": 0.8111985489726067, "decode.d8.loss_mask": 0.7024105161428451, "decode.d8.loss_dice": 1.1593793481588364, "time": 0.5319198131561279, "memory": 7194, "step": 66650}
{"lr": 6.1544314380268075e-06, "data_time": 0.009591078758239746, "grad_norm": 88.65707473754883, "loss": 29.035672760009767, "decode.loss_cls": 0.6773863181471824, "decode.loss_mask": 0.6714954912662506, "decode.loss_dice": 1.2228485524654389, "decode.d0.loss_cls": 2.407984185218811, "decode.d0.loss_mask": 0.731627094745636, "decode.d0.loss_dice": 1.4549556434154511, "decode.d1.loss_cls": 1.0600996613502502, "decode.d1.loss_mask": 0.6825392305850982, "decode.d1.loss_dice": 1.3198774129152298, "decode.d2.loss_cls": 0.9443626463413238, "decode.d2.loss_mask": 0.6673499435186386, "decode.d2.loss_dice": 1.2752748548984527, "decode.d3.loss_cls": 0.8392643094062805, "decode.d3.loss_mask": 0.6569810599088669, "decode.d3.loss_dice": 1.2010104328393936, "decode.d4.loss_cls": 0.8214145481586457, "decode.d4.loss_mask": 0.6513482570648194, "decode.d4.loss_dice": 1.205243557691574, "decode.d5.loss_cls": 0.761559621989727, "decode.d5.loss_mask": 0.6623786807060241, "decode.d5.loss_dice": 1.2360645651817321, "decode.d6.loss_cls": 0.742109689116478, "decode.d6.loss_mask": 0.6731657415628434, "decode.d6.loss_dice": 1.2179506242275238, "decode.d7.loss_cls": 0.7646612480282784, "decode.d7.loss_mask": 0.6558221191167831, "decode.d7.loss_dice": 1.2097179561853408, "decode.d8.loss_cls": 0.7412501960992813, "decode.d8.loss_mask": 0.6594000965356827, "decode.d8.loss_dice": 1.220530277490616, "time": 0.5561923742294311, "memory": 7233, "step": 66700}
{"lr": 6.151462983181064e-06, "data_time": 0.009294557571411132, "grad_norm": 86.6528247833252, "loss": 24.90144109725952, "decode.loss_cls": 0.5041870772838593, "decode.loss_mask": 0.7316692799329758, "decode.loss_dice": 0.9331672191619873, "decode.d0.loss_cls": 2.370414936542511, "decode.d0.loss_mask": 0.7498353332281112, "decode.d0.loss_dice": 1.1407850697636603, "decode.d1.loss_cls": 0.8200487181544304, "decode.d1.loss_mask": 0.7405435740947723, "decode.d1.loss_dice": 1.014651533961296, "decode.d2.loss_cls": 0.7300903871655464, "decode.d2.loss_mask": 0.7367923438549042, "decode.d2.loss_dice": 0.9515205711126328, "decode.d3.loss_cls": 0.6128362953662873, "decode.d3.loss_mask": 0.7346330761909485, "decode.d3.loss_dice": 0.961495578289032, "decode.d4.loss_cls": 0.6104315429925918, "decode.d4.loss_mask": 0.7402803391218186, "decode.d4.loss_dice": 0.9691503375768662, "decode.d5.loss_cls": 0.5998564518988132, "decode.d5.loss_mask": 0.7301217585802078, "decode.d5.loss_dice": 0.9325592398643494, "decode.d6.loss_cls": 0.5628874927759171, "decode.d6.loss_mask": 0.7209546804428101, "decode.d6.loss_dice": 0.9284313321113586, "decode.d7.loss_cls": 0.5484215535223484, "decode.d7.loss_mask": 0.7104550242424011, "decode.d7.loss_dice": 0.9245982050895691, "decode.d8.loss_cls": 0.5317066341638566, "decode.d8.loss_mask": 0.7268921792507171, "decode.d8.loss_dice": 0.9320234581828117, "time": 0.5303597927093506, "memory": 7244, "step": 66750}
{"lr": 6.148494369164566e-06, "data_time": 0.009487056732177734, "grad_norm": 104.32185020446778, "loss": 24.035145854949953, "decode.loss_cls": 0.6739199846982956, "decode.loss_mask": 0.652688129991293, "decode.loss_dice": 0.8203184314072132, "decode.d0.loss_cls": 2.2998424649238585, "decode.d0.loss_mask": 0.7394465051591397, "decode.d0.loss_dice": 0.9797138839960098, "decode.d1.loss_cls": 0.8306783854961395, "decode.d1.loss_mask": 0.6853836961090565, "decode.d1.loss_dice": 0.9031909994781018, "decode.d2.loss_cls": 0.7643845394253731, "decode.d2.loss_mask": 0.6707723155617714, "decode.d2.loss_dice": 0.8653099857270717, "decode.d3.loss_cls": 0.75218336135149, "decode.d3.loss_mask": 0.6468780651688576, "decode.d3.loss_dice": 0.8246789762750268, "decode.d4.loss_cls": 0.7255336314439773, "decode.d4.loss_mask": 0.6694447301328182, "decode.d4.loss_dice": 0.8481195587664843, "decode.d5.loss_cls": 0.6724635496735573, "decode.d5.loss_mask": 0.6633690252900124, "decode.d5.loss_dice": 0.8590150035917758, "decode.d6.loss_cls": 0.6672218665480614, "decode.d6.loss_mask": 0.6497854314744472, "decode.d6.loss_dice": 0.821344168484211, "decode.d7.loss_cls": 0.6660978376865387, "decode.d7.loss_mask": 0.6583180375397205, "decode.d7.loss_dice": 0.8447517681866884, "decode.d8.loss_cls": 0.6553276479244232, "decode.d8.loss_mask": 0.6672026157379151, "decode.d8.loss_dice": 0.8577620502561331, "time": 0.5605623006820679, "memory": 7216, "step": 66800}
{"lr": 6.145525595883373e-06, "data_time": 0.009383940696716308, "grad_norm": 90.27663116455078, "loss": 28.71282215118408, "decode.loss_cls": 0.7855074733495713, "decode.loss_mask": 0.7227819830179214, "decode.loss_dice": 1.0742691308259964, "decode.d0.loss_cls": 2.377157008647919, "decode.d0.loss_mask": 0.8382731676101685, "decode.d0.loss_dice": 1.3175802052021026, "decode.d1.loss_cls": 1.0149257063865662, "decode.d1.loss_mask": 0.7133053839206696, "decode.d1.loss_dice": 1.2133557587862014, "decode.d2.loss_cls": 1.026449453830719, "decode.d2.loss_mask": 0.6853917241096497, "decode.d2.loss_dice": 1.1309189051389694, "decode.d3.loss_cls": 0.9356664448976517, "decode.d3.loss_mask": 0.6803239643573761, "decode.d3.loss_dice": 1.0935327529907226, "decode.d4.loss_cls": 0.8350183874368667, "decode.d4.loss_mask": 0.7106557548046112, "decode.d4.loss_dice": 1.1074709713459014, "decode.d5.loss_cls": 0.8569777637720108, "decode.d5.loss_mask": 0.6828681647777557, "decode.d5.loss_dice": 1.081669208407402, "decode.d6.loss_cls": 0.8257865995168686, "decode.d6.loss_mask": 0.6911988735198975, "decode.d6.loss_dice": 1.0830954015254974, "decode.d7.loss_cls": 0.8158561229705811, "decode.d7.loss_mask": 0.712692853808403, "decode.d7.loss_dice": 1.0702393621206283, "decode.d8.loss_cls": 0.8261401444673538, "decode.d8.loss_mask": 0.7082419395446777, "decode.d8.loss_dice": 1.0954710602760316, "time": 0.5298178434371948, "memory": 7206, "step": 66850}
{"lr": 6.1425566632434604e-06, "data_time": 0.009442639350891114, "grad_norm": 86.1239730834961, "loss": 29.930469131469728, "decode.loss_cls": 0.7658816516399384, "decode.loss_mask": 0.6820189461112023, "decode.loss_dice": 1.1783785700798035, "decode.d0.loss_cls": 2.423220133781433, "decode.d0.loss_mask": 0.7552735894918442, "decode.d0.loss_dice": 1.403053867816925, "decode.d1.loss_cls": 1.172340127825737, "decode.d1.loss_mask": 0.711231729388237, "decode.d1.loss_dice": 1.3140788555145264, "decode.d2.loss_cls": 1.047220814228058, "decode.d2.loss_mask": 0.7088562816381454, "decode.d2.loss_dice": 1.2563577711582183, "decode.d3.loss_cls": 0.9173398524522781, "decode.d3.loss_mask": 0.6878018319606781, "decode.d3.loss_dice": 1.22587109208107, "decode.d4.loss_cls": 0.9263781547546387, "decode.d4.loss_mask": 0.6883331939578057, "decode.d4.loss_dice": 1.2100915312767029, "decode.d5.loss_cls": 0.8803279936313629, "decode.d5.loss_mask": 0.696561248600483, "decode.d5.loss_dice": 1.2222951710224152, "decode.d6.loss_cls": 0.8068001419305801, "decode.d6.loss_mask": 0.6930284619331359, "decode.d6.loss_dice": 1.1978111445903779, "decode.d7.loss_cls": 0.789476478099823, "decode.d7.loss_mask": 0.6920857027173042, "decode.d7.loss_dice": 1.1899668335914613, "decode.d8.loss_cls": 0.8098692148923874, "decode.d8.loss_mask": 0.6906159952282905, "decode.d8.loss_dice": 1.1879035592079163, "time": 0.5300534009933472, "memory": 7275, "step": 66900}
{"lr": 6.139587571150669e-06, "data_time": 0.009283876419067383, "grad_norm": 82.69248428344727, "loss": 24.25682601928711, "decode.loss_cls": 0.6276688918471336, "decode.loss_mask": 0.6132408916950226, "decode.loss_dice": 0.9365495622158051, "decode.d0.loss_cls": 2.342004120349884, "decode.d0.loss_mask": 0.6184229344129563, "decode.d0.loss_dice": 1.0446391224861145, "decode.d1.loss_cls": 0.7679239541292191, "decode.d1.loss_mask": 0.6397527903318405, "decode.d1.loss_dice": 1.0114693582057952, "decode.d2.loss_cls": 0.7775948002934456, "decode.d2.loss_mask": 0.6510782033205033, "decode.d2.loss_dice": 0.9738038420677185, "decode.d3.loss_cls": 0.6598723202943801, "decode.d3.loss_mask": 0.6167799770832062, "decode.d3.loss_dice": 0.9513578355312348, "decode.d4.loss_cls": 0.6954434305429459, "decode.d4.loss_mask": 0.6002515822649002, "decode.d4.loss_dice": 0.9309024214744568, "decode.d5.loss_cls": 0.6919297575950623, "decode.d5.loss_mask": 0.593339815735817, "decode.d5.loss_dice": 0.944778037071228, "decode.d6.loss_cls": 0.6784062266349793, "decode.d6.loss_mask": 0.59872887134552, "decode.d6.loss_dice": 0.9338826477527619, "decode.d7.loss_cls": 0.6533628731966019, "decode.d7.loss_mask": 0.5992422074079513, "decode.d7.loss_dice": 0.9503631234169007, "decode.d8.loss_cls": 0.6192295163869858, "decode.d8.loss_mask": 0.6050030350685119, "decode.d8.loss_dice": 0.9298049449920655, "time": 0.5285197496414185, "memory": 7279, "step": 66950}
{"lr": 6.136618319510754e-06, "data_time": 0.009348702430725098, "grad_norm": 97.27668724060058, "loss": 27.73362264633179, "decode.loss_cls": 0.7532348334789276, "decode.loss_mask": 0.673868927359581, "decode.loss_dice": 1.0102088809013368, "decode.d0.loss_cls": 2.495036232471466, "decode.d0.loss_mask": 0.7661770135164261, "decode.d0.loss_dice": 1.2851717323064804, "decode.d1.loss_cls": 1.0292088359594345, "decode.d1.loss_mask": 0.7028032064437866, "decode.d1.loss_dice": 1.152345821261406, "decode.d2.loss_cls": 0.9597887724637986, "decode.d2.loss_mask": 0.6999832719564438, "decode.d2.loss_dice": 1.094636258482933, "decode.d3.loss_cls": 0.8304190710186958, "decode.d3.loss_mask": 0.6827143937349319, "decode.d3.loss_dice": 1.0156897515058518, "decode.d4.loss_cls": 0.81422760784626, "decode.d4.loss_mask": 0.6949392318725586, "decode.d4.loss_dice": 1.0580445170402526, "decode.d5.loss_cls": 0.811200575530529, "decode.d5.loss_mask": 0.7003056168556213, "decode.d5.loss_dice": 1.0211947590112687, "decode.d6.loss_cls": 0.8424501210451126, "decode.d6.loss_mask": 0.6707747101783752, "decode.d6.loss_dice": 1.0155667155981063, "decode.d7.loss_cls": 0.7977322250604629, "decode.d7.loss_mask": 0.6704948008060455, "decode.d7.loss_dice": 1.0005452632904053, "decode.d8.loss_cls": 0.8201243281364441, "decode.d8.loss_mask": 0.663553711771965, "decode.d8.loss_dice": 1.001180312037468, "time": 0.5307665348052979, "memory": 7190, "step": 67000}
{"lr": 6.133648908229353e-06, "data_time": 0.00933542251586914, "grad_norm": 92.51886444091797, "loss": 20.996075534820555, "decode.loss_cls": 0.4598682582378387, "decode.loss_mask": 0.6730566769838333, "decode.loss_dice": 0.7840328305959702, "decode.d0.loss_cls": 1.8933642745018004, "decode.d0.loss_mask": 0.6622533276677132, "decode.d0.loss_dice": 0.92571821808815, "decode.d1.loss_cls": 0.6429029375314712, "decode.d1.loss_mask": 0.6675312086939812, "decode.d1.loss_dice": 0.8323149144649505, "decode.d2.loss_cls": 0.6107156500220299, "decode.d2.loss_mask": 0.6326359421014786, "decode.d2.loss_dice": 0.7858323872089386, "decode.d3.loss_cls": 0.5581317126750946, "decode.d3.loss_mask": 0.6134016081690788, "decode.d3.loss_dice": 0.7920837104320526, "decode.d4.loss_cls": 0.5209344834089279, "decode.d4.loss_mask": 0.6170855179429054, "decode.d4.loss_dice": 0.788322526216507, "decode.d5.loss_cls": 0.4653920292854309, "decode.d5.loss_mask": 0.6194365575909615, "decode.d5.loss_dice": 0.7944634139537812, "decode.d6.loss_cls": 0.4597980991005898, "decode.d6.loss_mask": 0.621494323015213, "decode.d6.loss_dice": 0.793879559636116, "decode.d7.loss_cls": 0.4449416950345039, "decode.d7.loss_mask": 0.634462907910347, "decode.d7.loss_dice": 0.7915056347846985, "decode.d8.loss_cls": 0.4654670163989067, "decode.d8.loss_mask": 0.6600415021181106, "decode.d8.loss_dice": 0.78500637114048, "time": 0.5307548999786377, "memory": 7295, "step": 67050}
{"lr": 6.1306793372120025e-06, "data_time": 0.009441542625427245, "grad_norm": 87.1405418395996, "loss": 24.385903310775756, "decode.loss_cls": 0.4667171541601419, "decode.loss_mask": 0.7016345277428627, "decode.loss_dice": 0.9949100278317928, "decode.d0.loss_cls": 2.1861872255802153, "decode.d0.loss_mask": 0.7318513214588165, "decode.d0.loss_dice": 1.196087372303009, "decode.d1.loss_cls": 0.7360256396234035, "decode.d1.loss_mask": 0.7147369399666786, "decode.d1.loss_dice": 1.0392236419022083, "decode.d2.loss_cls": 0.6069367721676826, "decode.d2.loss_mask": 0.7026766002178192, "decode.d2.loss_dice": 1.0186777964234353, "decode.d3.loss_cls": 0.5823343213647604, "decode.d3.loss_mask": 0.701079185307026, "decode.d3.loss_dice": 1.0116539359092713, "decode.d4.loss_cls": 0.5272499572485685, "decode.d4.loss_mask": 0.6985427096486092, "decode.d4.loss_dice": 0.9868026152253151, "decode.d5.loss_cls": 0.507882633432746, "decode.d5.loss_mask": 0.7201556384563446, "decode.d5.loss_dice": 1.0002545341849327, "decode.d6.loss_cls": 0.4854488581418991, "decode.d6.loss_mask": 0.7159986704587936, "decode.d6.loss_dice": 1.0064345858991146, "decode.d7.loss_cls": 0.48666790425777434, "decode.d7.loss_mask": 0.7049438908696175, "decode.d7.loss_dice": 1.004298023879528, "decode.d8.loss_cls": 0.4694370053708553, "decode.d8.loss_mask": 0.6934182822704316, "decode.d8.loss_dice": 0.9876361086964607, "time": 0.555270767211914, "memory": 7254, "step": 67100}
{"lr": 6.127709606364127e-06, "data_time": 0.009318280220031738, "grad_norm": 95.11711311340332, "loss": 23.99566478729248, "decode.loss_cls": 0.5664435006678105, "decode.loss_mask": 0.7072705209255219, "decode.loss_dice": 0.8834961771965026, "decode.d0.loss_cls": 2.193055361509323, "decode.d0.loss_mask": 0.7819146066904068, "decode.d0.loss_dice": 0.9944369494915009, "decode.d1.loss_cls": 0.6895856648683548, "decode.d1.loss_mask": 0.7389848560094834, "decode.d1.loss_dice": 0.9896240711212159, "decode.d2.loss_cls": 0.6766052894294262, "decode.d2.loss_mask": 0.7189175307750701, "decode.d2.loss_dice": 0.9542303264141083, "decode.d3.loss_cls": 0.6209139294922352, "decode.d3.loss_mask": 0.7324396759271622, "decode.d3.loss_dice": 0.9122018963098526, "decode.d4.loss_cls": 0.5849759824573993, "decode.d4.loss_mask": 0.7253433614969254, "decode.d4.loss_dice": 0.9272869795560836, "decode.d5.loss_cls": 0.5567672535777092, "decode.d5.loss_mask": 0.7007014185190201, "decode.d5.loss_dice": 0.871838991343975, "decode.d6.loss_cls": 0.561805286258459, "decode.d6.loss_mask": 0.708828130364418, "decode.d6.loss_dice": 0.8700315579771996, "decode.d7.loss_cls": 0.5835247941315174, "decode.d7.loss_mask": 0.7125016361474991, "decode.d7.loss_dice": 0.879854828119278, "decode.d8.loss_cls": 0.5645970776677132, "decode.d8.loss_mask": 0.715085557103157, "decode.d8.loss_dice": 0.8724004417657852, "time": 0.5319873809814453, "memory": 7215, "step": 67150}
{"lr": 6.124739715591053e-06, "data_time": 0.009470796585083008, "grad_norm": 81.07425956726074, "loss": 22.81297073364258, "decode.loss_cls": 0.5447558350861073, "decode.loss_mask": 0.604661950469017, "decode.loss_dice": 0.857994556427002, "decode.d0.loss_cls": 2.199513816833496, "decode.d0.loss_mask": 0.6774055644869804, "decode.d0.loss_dice": 0.9732141762971878, "decode.d1.loss_cls": 0.8064169496297836, "decode.d1.loss_mask": 0.6405594065785408, "decode.d1.loss_dice": 0.9037222266197205, "decode.d2.loss_cls": 0.7259809896349907, "decode.d2.loss_mask": 0.6350210472941399, "decode.d2.loss_dice": 0.8498232007026673, "decode.d3.loss_cls": 0.6579985447227955, "decode.d3.loss_mask": 0.6257953807711601, "decode.d3.loss_dice": 0.8503381803631782, "decode.d4.loss_cls": 0.679788913577795, "decode.d4.loss_mask": 0.6065641015768051, "decode.d4.loss_dice": 0.8443721115589142, "decode.d5.loss_cls": 0.6032416306436061, "decode.d5.loss_mask": 0.6031051859259605, "decode.d5.loss_dice": 0.8481836810708046, "decode.d6.loss_cls": 0.5740655452013016, "decode.d6.loss_mask": 0.605362954735756, "decode.d6.loss_dice": 0.8431333765387535, "decode.d7.loss_cls": 0.5459009855985641, "decode.d7.loss_mask": 0.6155998691916466, "decode.d7.loss_dice": 0.860621201992035, "decode.d8.loss_cls": 0.565720546245575, "decode.d8.loss_mask": 0.6078345626592636, "decode.d8.loss_dice": 0.8562738686800003, "time": 0.5321605920791626, "memory": 7224, "step": 67200}
{"lr": 6.121769664797992e-06, "data_time": 0.00927588939666748, "grad_norm": 87.50074768066406, "loss": 25.56987609863281, "decode.loss_cls": 0.6390354320406914, "decode.loss_mask": 0.6436990231275559, "decode.loss_dice": 1.0645935177803039, "decode.d0.loss_cls": 1.9715782761573792, "decode.d0.loss_mask": 0.6845491528511047, "decode.d0.loss_dice": 1.1901596188545227, "decode.d1.loss_cls": 0.7909373670816422, "decode.d1.loss_mask": 0.6705315381288528, "decode.d1.loss_dice": 1.1299816906452178, "decode.d2.loss_cls": 0.7453872382640838, "decode.d2.loss_mask": 0.6481707662343978, "decode.d2.loss_dice": 1.073109120130539, "decode.d3.loss_cls": 0.7193636059761047, "decode.d3.loss_mask": 0.6320395469665527, "decode.d3.loss_dice": 1.0406478345394135, "decode.d4.loss_cls": 0.6810264348983764, "decode.d4.loss_mask": 0.6423110395669938, "decode.d4.loss_dice": 1.070392894744873, "decode.d5.loss_cls": 0.68662049472332, "decode.d5.loss_mask": 0.6429378002882004, "decode.d5.loss_dice": 1.1077601969242097, "decode.d6.loss_cls": 0.698573499917984, "decode.d6.loss_mask": 0.632529440522194, "decode.d6.loss_dice": 1.0766617417335511, "decode.d7.loss_cls": 0.6523468047380447, "decode.d7.loss_mask": 0.6326689839363098, "decode.d7.loss_dice": 1.0509053587913513, "decode.d8.loss_cls": 0.6372884213924408, "decode.d8.loss_mask": 0.6440493494272232, "decode.d8.loss_dice": 1.070019394159317, "time": 0.5319700479507447, "memory": 7225, "step": 67250}
{"lr": 6.118799453890059e-06, "data_time": 0.008978796005249024, "grad_norm": 90.68727416992188, "loss": 27.711172580718994, "decode.loss_cls": 0.6740418434143066, "decode.loss_mask": 0.741419929265976, "decode.loss_dice": 1.0805194228887558, "decode.d0.loss_cls": 2.264259147644043, "decode.d0.loss_mask": 0.8848495423793793, "decode.d0.loss_dice": 1.2459945380687714, "decode.d1.loss_cls": 0.8345105230808259, "decode.d1.loss_mask": 0.7706937313079834, "decode.d1.loss_dice": 1.1861295223236084, "decode.d2.loss_cls": 0.7492296114563942, "decode.d2.loss_mask": 0.750706672668457, "decode.d2.loss_dice": 1.1567423909902572, "decode.d3.loss_cls": 0.6444038614630699, "decode.d3.loss_mask": 0.7590929746627808, "decode.d3.loss_dice": 1.1309549123048783, "decode.d4.loss_cls": 0.618377311527729, "decode.d4.loss_mask": 0.7617772102355957, "decode.d4.loss_dice": 1.1510914802551269, "decode.d5.loss_cls": 0.6632555350661278, "decode.d5.loss_mask": 0.7769399046897888, "decode.d5.loss_dice": 1.1411740958690644, "decode.d6.loss_cls": 0.7399574860930442, "decode.d6.loss_mask": 0.7653114020824432, "decode.d6.loss_dice": 1.1183679491281509, "decode.d7.loss_cls": 0.6708243623375892, "decode.d7.loss_mask": 0.7711838126182556, "decode.d7.loss_dice": 1.0951724886894225, "decode.d8.loss_cls": 0.668034365773201, "decode.d8.loss_mask": 0.7754128694534301, "decode.d8.loss_dice": 1.1207444489002227, "time": 0.5596187114715576, "memory": 7209, "step": 67300}
{"lr": 6.115829082772241e-06, "data_time": 0.009327840805053712, "grad_norm": 72.23529090881348, "loss": 19.507867527008056, "decode.loss_cls": 0.41630192995071413, "decode.loss_mask": 0.5079967468976975, "decode.loss_dice": 0.7309855103492737, "decode.d0.loss_cls": 2.003660559654236, "decode.d0.loss_mask": 0.57643441259861, "decode.d0.loss_dice": 0.8393732488155365, "decode.d1.loss_cls": 0.7282366633415223, "decode.d1.loss_mask": 0.5707816004753112, "decode.d1.loss_dice": 0.786012864112854, "decode.d2.loss_cls": 0.6175770103931427, "decode.d2.loss_mask": 0.5192537903785706, "decode.d2.loss_dice": 0.7539392530918121, "decode.d3.loss_cls": 0.5760624080896377, "decode.d3.loss_mask": 0.5204382479190827, "decode.d3.loss_dice": 0.7423271417617798, "decode.d4.loss_cls": 0.5236735686659812, "decode.d4.loss_mask": 0.5478347212076187, "decode.d4.loss_dice": 0.7193644762039184, "decode.d5.loss_cls": 0.5387208074331283, "decode.d5.loss_mask": 0.4897115081548691, "decode.d5.loss_dice": 0.7166882216930389, "decode.d6.loss_cls": 0.4557018384337425, "decode.d6.loss_mask": 0.49782380759716033, "decode.d6.loss_dice": 0.7277109414339066, "decode.d7.loss_cls": 0.47122740745544434, "decode.d7.loss_mask": 0.493073308467865, "decode.d7.loss_dice": 0.7138470709323883, "decode.d8.loss_cls": 0.5327000260353089, "decode.d8.loss_mask": 0.4850639164447784, "decode.d8.loss_dice": 0.7053447484970092, "time": 0.5836462259292603, "memory": 7249, "step": 67350}
{"lr": 6.112858551349438e-06, "data_time": 0.009234762191772461, "grad_norm": 89.97032203674317, "loss": 23.912871265411376, "decode.loss_cls": 0.5186867088079452, "decode.loss_mask": 0.7177660226821899, "decode.loss_dice": 0.895506638288498, "decode.d0.loss_cls": 2.112258052825928, "decode.d0.loss_mask": 0.8030289843678474, "decode.d0.loss_dice": 1.0837290048599244, "decode.d1.loss_cls": 0.7428958952426911, "decode.d1.loss_mask": 0.7544641554355621, "decode.d1.loss_dice": 0.9893139600753784, "decode.d2.loss_cls": 0.6131727308034897, "decode.d2.loss_mask": 0.745273894071579, "decode.d2.loss_dice": 0.9451912552118301, "decode.d3.loss_cls": 0.5167852520942688, "decode.d3.loss_mask": 0.7295087307691575, "decode.d3.loss_dice": 0.9294334053993225, "decode.d4.loss_cls": 0.486936654150486, "decode.d4.loss_mask": 0.7458216071128845, "decode.d4.loss_dice": 0.9312791228294373, "decode.d5.loss_cls": 0.5459459155797959, "decode.d5.loss_mask": 0.7272406190633773, "decode.d5.loss_dice": 0.9209045588970184, "decode.d6.loss_cls": 0.5228768989443779, "decode.d6.loss_mask": 0.7185979649424553, "decode.d6.loss_dice": 0.9013732612133026, "decode.d7.loss_cls": 0.5194665551185608, "decode.d7.loss_mask": 0.7200324565172196, "decode.d7.loss_dice": 0.9139872670173645, "decode.d8.loss_cls": 0.5422958746552468, "decode.d8.loss_mask": 0.7224299177527428, "decode.d8.loss_dice": 0.8966681063175201, "time": 0.5295254945755005, "memory": 7308, "step": 67400}
{"lr": 6.1098878595264274e-06, "data_time": 0.009302377700805664, "grad_norm": 72.53409309387207, "loss": 22.789450550079344, "decode.loss_cls": 0.6130673542618752, "decode.loss_mask": 0.543726808577776, "decode.loss_dice": 0.8766254127025604, "decode.d0.loss_cls": 2.19384880065918, "decode.d0.loss_mask": 0.5667552441358567, "decode.d0.loss_dice": 1.0430089384317398, "decode.d1.loss_cls": 0.9052421987056732, "decode.d1.loss_mask": 0.537750032544136, "decode.d1.loss_dice": 0.9409533590078354, "decode.d2.loss_cls": 0.7843018889427185, "decode.d2.loss_mask": 0.5379021257162094, "decode.d2.loss_dice": 0.8889966398477555, "decode.d3.loss_cls": 0.7034966602921486, "decode.d3.loss_mask": 0.5429691329598427, "decode.d3.loss_dice": 0.8785000085830689, "decode.d4.loss_cls": 0.6850322976708412, "decode.d4.loss_mask": 0.5377340599894523, "decode.d4.loss_dice": 0.8964049637317657, "decode.d5.loss_cls": 0.6190084367990494, "decode.d5.loss_mask": 0.5419388249516487, "decode.d5.loss_dice": 0.9036700665950775, "decode.d6.loss_cls": 0.6206833645701408, "decode.d6.loss_mask": 0.5438387304544449, "decode.d6.loss_dice": 0.8730618327856063, "decode.d7.loss_cls": 0.5869089588522911, "decode.d7.loss_mask": 0.5523338675498962, "decode.d7.loss_dice": 0.8735144555568695, "decode.d8.loss_cls": 0.5394813433289528, "decode.d8.loss_mask": 0.5632003247737885, "decode.d8.loss_dice": 0.8954941987991333, "time": 0.5324721336364746, "memory": 7225, "step": 67450}
{"lr": 6.106917007207891e-06, "data_time": 0.009376001358032227, "grad_norm": 83.15646057128906, "loss": 24.693903732299805, "decode.loss_cls": 0.802829921245575, "decode.loss_mask": 0.5944449067115783, "decode.loss_dice": 0.9219434857368469, "decode.d0.loss_cls": 2.43043977022171, "decode.d0.loss_mask": 0.648540335893631, "decode.d0.loss_dice": 1.0971153855323792, "decode.d1.loss_cls": 0.8456357240676879, "decode.d1.loss_mask": 0.6078041106462478, "decode.d1.loss_dice": 1.0086945474147797, "decode.d2.loss_cls": 0.7455387771129608, "decode.d2.loss_mask": 0.6108872443437576, "decode.d2.loss_dice": 1.0064151644706727, "decode.d3.loss_cls": 0.6926870048046112, "decode.d3.loss_mask": 0.6060118645429611, "decode.d3.loss_dice": 0.9639392971992493, "decode.d4.loss_cls": 0.7059797137975693, "decode.d4.loss_mask": 0.5945928424596787, "decode.d4.loss_dice": 0.933330875635147, "decode.d5.loss_cls": 0.6821726709604263, "decode.d5.loss_mask": 0.6044884353876114, "decode.d5.loss_dice": 0.9630020558834076, "decode.d6.loss_cls": 0.672480383515358, "decode.d6.loss_mask": 0.589634558558464, "decode.d6.loss_dice": 0.9387743294239044, "decode.d7.loss_cls": 0.6617525279521942, "decode.d7.loss_mask": 0.5894644975662231, "decode.d7.loss_dice": 0.9418762862682343, "decode.d8.loss_cls": 0.7423280537128448, "decode.d8.loss_mask": 0.590555876493454, "decode.d8.loss_dice": 0.9005423367023468, "time": 0.5329181671142578, "memory": 7212, "step": 67500}
{"lr": 6.103945994298396e-06, "data_time": 0.009439301490783692, "grad_norm": 89.26794815063477, "loss": 27.849198436737062, "decode.loss_cls": 0.7056794427335262, "decode.loss_mask": 0.6866076305508614, "decode.loss_dice": 1.1995875895023347, "decode.d0.loss_cls": 2.2315009355545046, "decode.d0.loss_mask": 0.7430938124656677, "decode.d0.loss_dice": 1.3804975241422652, "decode.d1.loss_cls": 0.825880016386509, "decode.d1.loss_mask": 0.7183519512414932, "decode.d1.loss_dice": 1.3240344285964967, "decode.d2.loss_cls": 0.7897974006831646, "decode.d2.loss_mask": 0.6675232991576194, "decode.d2.loss_dice": 1.2203691437840463, "decode.d3.loss_cls": 0.6740575693547726, "decode.d3.loss_mask": 0.6800891265273095, "decode.d3.loss_dice": 1.2077522099018096, "decode.d4.loss_cls": 0.6716830141842365, "decode.d4.loss_mask": 0.6667221054434777, "decode.d4.loss_dice": 1.174175138771534, "decode.d5.loss_cls": 0.662441473454237, "decode.d5.loss_mask": 0.6731221973896027, "decode.d5.loss_dice": 1.2272466644644737, "decode.d6.loss_cls": 0.7327053353190423, "decode.d6.loss_mask": 0.6733955353498459, "decode.d6.loss_dice": 1.1811630070209502, "decode.d7.loss_cls": 0.6939459294080734, "decode.d7.loss_mask": 0.6716790497303009, "decode.d7.loss_dice": 1.1891911685466767, "decode.d8.loss_cls": 0.7122118100523949, "decode.d8.loss_mask": 0.6798687219619751, "decode.d8.loss_dice": 1.18482646048069, "time": 0.5589333772659302, "memory": 7249, "step": 67550}
{"lr": 6.100974820702397e-06, "data_time": 0.009357571601867676, "grad_norm": 83.42130813598632, "loss": 27.339434242248537, "decode.loss_cls": 0.740438987314701, "decode.loss_mask": 0.6860952615737915, "decode.loss_dice": 1.0550388514995575, "decode.d0.loss_cls": 2.292799687385559, "decode.d0.loss_mask": 0.7613628834486008, "decode.d0.loss_dice": 1.2234727621078492, "decode.d1.loss_cls": 0.8904493927955628, "decode.d1.loss_mask": 0.729720950126648, "decode.d1.loss_dice": 1.183099240064621, "decode.d2.loss_cls": 0.8747829645872116, "decode.d2.loss_mask": 0.7238246381282807, "decode.d2.loss_dice": 1.1447786957025528, "decode.d3.loss_cls": 0.7724526822566986, "decode.d3.loss_mask": 0.7133548140525818, "decode.d3.loss_dice": 1.0988650143146514, "decode.d4.loss_cls": 0.7243574529886245, "decode.d4.loss_mask": 0.7159291923046112, "decode.d4.loss_dice": 1.0999515116214753, "decode.d5.loss_cls": 0.7730868682265282, "decode.d5.loss_mask": 0.6935810774564743, "decode.d5.loss_dice": 1.0848597526550292, "decode.d6.loss_cls": 0.7285714790225029, "decode.d6.loss_mask": 0.6859072387218476, "decode.d6.loss_dice": 1.076691010594368, "decode.d7.loss_cls": 0.6791620761156082, "decode.d7.loss_mask": 0.6847724407911301, "decode.d7.loss_dice": 1.0646081149578095, "decode.d8.loss_cls": 0.6960016459226608, "decode.d8.loss_mask": 0.6875781893730164, "decode.d8.loss_dice": 1.0538383036851884, "time": 0.5324477910995483, "memory": 7224, "step": 67600}
{"lr": 6.098003486324251e-06, "data_time": 0.009427118301391601, "grad_norm": 106.78208122253417, "loss": 23.71211442947388, "decode.loss_cls": 0.626421320438385, "decode.loss_mask": 0.6199931889772415, "decode.loss_dice": 0.9077464252710342, "decode.d0.loss_cls": 2.1383910536766053, "decode.d0.loss_mask": 0.659694054722786, "decode.d0.loss_dice": 1.025020831823349, "decode.d1.loss_cls": 0.7714431881904602, "decode.d1.loss_mask": 0.708953219652176, "decode.d1.loss_dice": 1.0071144968271255, "decode.d2.loss_cls": 0.6891166001558304, "decode.d2.loss_mask": 0.6336317032575607, "decode.d2.loss_dice": 0.9506902158260345, "decode.d3.loss_cls": 0.6927506715059281, "decode.d3.loss_mask": 0.6238578468561172, "decode.d3.loss_dice": 0.8882540553808213, "decode.d4.loss_cls": 0.6441173329949379, "decode.d4.loss_mask": 0.6588567972183228, "decode.d4.loss_dice": 0.9127898693084717, "decode.d5.loss_cls": 0.6104853719472885, "decode.d5.loss_mask": 0.6172782689332962, "decode.d5.loss_dice": 0.8942518979310989, "decode.d6.loss_cls": 0.628013189136982, "decode.d6.loss_mask": 0.6037285625934601, "decode.d6.loss_dice": 0.8855665922164917, "decode.d7.loss_cls": 0.6340271815657615, "decode.d7.loss_mask": 0.6119284629821777, "decode.d7.loss_dice": 0.9098495811223983, "decode.d8.loss_cls": 0.5994722083210945, "decode.d8.loss_mask": 0.6331707626581192, "decode.d8.loss_dice": 0.9254991918802261, "time": 0.5589211225509644, "memory": 7315, "step": 67650}
{"lr": 6.095031991068197e-06, "data_time": 0.009247279167175293, "grad_norm": 87.68175506591797, "loss": 23.670637798309325, "decode.loss_cls": 0.4495894551277161, "decode.loss_mask": 0.6337401300668717, "decode.loss_dice": 0.9899597078561783, "decode.d0.loss_cls": 2.1542590737342833, "decode.d0.loss_mask": 0.6549586355686188, "decode.d0.loss_dice": 1.2005158185958862, "decode.d1.loss_cls": 0.6995747268199921, "decode.d1.loss_mask": 0.6633701890707016, "decode.d1.loss_dice": 1.0691943645477295, "decode.d2.loss_cls": 0.5829546168446541, "decode.d2.loss_mask": 0.6330654948949814, "decode.d2.loss_dice": 1.0317851543426513, "decode.d3.loss_cls": 0.5342483520507812, "decode.d3.loss_mask": 0.6346250623464584, "decode.d3.loss_dice": 1.0179589897394181, "decode.d4.loss_cls": 0.5844772189855576, "decode.d4.loss_mask": 0.6364410489797592, "decode.d4.loss_dice": 1.0066583424806594, "decode.d5.loss_cls": 0.521724796295166, "decode.d5.loss_mask": 0.6265659868717194, "decode.d5.loss_dice": 0.9942986398935318, "decode.d6.loss_cls": 0.5176581129431724, "decode.d6.loss_mask": 0.6265336751937867, "decode.d6.loss_dice": 0.9873284250497818, "decode.d7.loss_cls": 0.5009085386991501, "decode.d7.loss_mask": 0.6214658856391907, "decode.d7.loss_dice": 0.9851060748100281, "decode.d8.loss_cls": 0.5231983333826065, "decode.d8.loss_mask": 0.6181807786226272, "decode.d8.loss_dice": 0.9702927023172379, "time": 0.5568047761917114, "memory": 7216, "step": 67700}
{"lr": 6.092060334838368e-06, "data_time": 0.009547090530395508, "grad_norm": 83.31203575134278, "loss": 26.239536476135253, "decode.loss_cls": 0.7346476405858994, "decode.loss_mask": 0.6514185160398483, "decode.loss_dice": 0.9681258022785186, "decode.d0.loss_cls": 2.167974853515625, "decode.d0.loss_mask": 0.7702177464962006, "decode.d0.loss_dice": 1.2304481536149978, "decode.d1.loss_cls": 0.8360539853572846, "decode.d1.loss_mask": 0.7319631248712539, "decode.d1.loss_dice": 1.1480916112661361, "decode.d2.loss_cls": 0.9129072427749634, "decode.d2.loss_mask": 0.6780420184135437, "decode.d2.loss_dice": 1.0429913252592087, "decode.d3.loss_cls": 0.8110160082578659, "decode.d3.loss_mask": 0.6550613552331924, "decode.d3.loss_dice": 0.9677839010953904, "decode.d4.loss_cls": 0.7328083008527756, "decode.d4.loss_mask": 0.6610365509986877, "decode.d4.loss_dice": 1.0237764358520507, "decode.d5.loss_cls": 0.7670133352279663, "decode.d5.loss_mask": 0.6656956970691681, "decode.d5.loss_dice": 0.9976152360439301, "decode.d6.loss_cls": 0.7437822818756104, "decode.d6.loss_mask": 0.6604586094617844, "decode.d6.loss_dice": 0.9729954063892364, "decode.d7.loss_cls": 0.723408916592598, "decode.d7.loss_mask": 0.6581631660461426, "decode.d7.loss_dice": 0.9734645456075668, "decode.d8.loss_cls": 0.6842937052249909, "decode.d8.loss_mask": 0.6631885588169097, "decode.d8.loss_dice": 1.0050920009613038, "time": 0.530843186378479, "memory": 7216, "step": 67750}
{"lr": 6.0890885175387795e-06, "data_time": 0.009655070304870606, "grad_norm": 115.53844680786133, "loss": 28.68118667602539, "decode.loss_cls": 0.6945913374423981, "decode.loss_mask": 0.7598866760730744, "decode.loss_dice": 1.1504459023475646, "decode.d0.loss_cls": 2.2885834217071532, "decode.d0.loss_mask": 0.8264911830425262, "decode.d0.loss_dice": 1.4142996847629548, "decode.d1.loss_cls": 0.9517026677727699, "decode.d1.loss_mask": 0.7742721110582351, "decode.d1.loss_dice": 1.280739277601242, "decode.d2.loss_cls": 0.8238836914300919, "decode.d2.loss_mask": 0.7569945067167282, "decode.d2.loss_dice": 1.2167965710163116, "decode.d3.loss_cls": 0.710089921951294, "decode.d3.loss_mask": 0.7323663383722305, "decode.d3.loss_dice": 1.174645346403122, "decode.d4.loss_cls": 0.7519264191389083, "decode.d4.loss_mask": 0.7084273308515548, "decode.d4.loss_dice": 1.1661843597888946, "decode.d5.loss_cls": 0.7225687615573406, "decode.d5.loss_mask": 0.732864648103714, "decode.d5.loss_dice": 1.2092029929161072, "decode.d6.loss_cls": 0.7421259373426438, "decode.d6.loss_mask": 0.7224038749933243, "decode.d6.loss_dice": 1.1825043380260467, "decode.d7.loss_cls": 0.6974043756723404, "decode.d7.loss_mask": 0.7501731216907501, "decode.d7.loss_dice": 1.1674799144268035, "decode.d8.loss_cls": 0.6826619803905487, "decode.d8.loss_mask": 0.7428059190511703, "decode.d8.loss_dice": 1.1466647326946258, "time": 0.5333490371704102, "memory": 7254, "step": 67800}
{"lr": 6.086116539073358e-06, "data_time": 0.009236717224121093, "grad_norm": 79.22798652648926, "loss": 27.57008299827576, "decode.loss_cls": 0.7069193184375763, "decode.loss_mask": 0.5978892654180527, "decode.loss_dice": 1.1916778624057769, "decode.d0.loss_cls": 2.4231230497360228, "decode.d0.loss_mask": 0.6933799415826798, "decode.d0.loss_dice": 1.4078028619289398, "decode.d1.loss_cls": 0.8829415157437325, "decode.d1.loss_mask": 0.643550705909729, "decode.d1.loss_dice": 1.2887227550148963, "decode.d2.loss_cls": 0.8079065725207328, "decode.d2.loss_mask": 0.6522075846791268, "decode.d2.loss_dice": 1.2600147277116776, "decode.d3.loss_cls": 0.6681399315595626, "decode.d3.loss_mask": 0.6435352444648743, "decode.d3.loss_dice": 1.2315586104989051, "decode.d4.loss_cls": 0.7094577610492706, "decode.d4.loss_mask": 0.6074820801615715, "decode.d4.loss_dice": 1.226742359995842, "decode.d5.loss_cls": 0.6620295539498329, "decode.d5.loss_mask": 0.5954940855503082, "decode.d5.loss_dice": 1.2250875949859619, "decode.d6.loss_cls": 0.6407824292778969, "decode.d6.loss_mask": 0.6205780148506165, "decode.d6.loss_dice": 1.218069839477539, "decode.d7.loss_cls": 0.6600357636809349, "decode.d7.loss_mask": 0.5936410188674927, "decode.d7.loss_dice": 1.199000170826912, "decode.d8.loss_cls": 0.6759714350104332, "decode.d8.loss_mask": 0.6235431075096131, "decode.d8.loss_dice": 1.2127975642681121, "time": 0.5340621948242188, "memory": 7257, "step": 67850}
{"lr": 6.0831443993459054e-06, "data_time": 0.0090836763381958, "grad_norm": 91.29719161987305, "loss": 28.618864631652833, "decode.loss_cls": 0.744022773206234, "decode.loss_mask": 0.6241758108139038, "decode.loss_dice": 1.2368026196956634, "decode.d0.loss_cls": 2.324368441104889, "decode.d0.loss_mask": 0.6671481877565384, "decode.d0.loss_dice": 1.3972216904163361, "decode.d1.loss_cls": 0.8873013436794281, "decode.d1.loss_mask": 0.6669691979885102, "decode.d1.loss_dice": 1.4434752464294434, "decode.d2.loss_cls": 0.8163214057683945, "decode.d2.loss_mask": 0.6382948338985444, "decode.d2.loss_dice": 1.3236932754516602, "decode.d3.loss_cls": 0.7712095528841019, "decode.d3.loss_mask": 0.6377696931362152, "decode.d3.loss_dice": 1.2882405340671539, "decode.d4.loss_cls": 0.687105679512024, "decode.d4.loss_mask": 0.6276028364896774, "decode.d4.loss_dice": 1.263006830215454, "decode.d5.loss_cls": 0.8168368250131607, "decode.d5.loss_mask": 0.6218543708324432, "decode.d5.loss_dice": 1.2290119349956512, "decode.d6.loss_cls": 0.7888708561658859, "decode.d6.loss_mask": 0.6243982702493668, "decode.d6.loss_dice": 1.25475315451622, "decode.d7.loss_cls": 0.7283362925052643, "decode.d7.loss_mask": 0.625696462392807, "decode.d7.loss_dice": 1.2306049823760987, "decode.d8.loss_cls": 0.7954286232590675, "decode.d8.loss_mask": 0.6142180621623993, "decode.d8.loss_dice": 1.244125211238861, "time": 0.5846681118011474, "memory": 7216, "step": 67900}
{"lr": 6.080172098260118e-06, "data_time": 0.009294748306274414, "grad_norm": 85.32362480163575, "loss": 20.463114786148072, "decode.loss_cls": 0.6587731502950191, "decode.loss_mask": 0.4766097888350487, "decode.loss_dice": 0.6810036927461625, "decode.d0.loss_cls": 2.1320372223854065, "decode.d0.loss_mask": 0.5581516802310944, "decode.d0.loss_dice": 0.8512971490621567, "decode.d1.loss_cls": 0.7425383158028126, "decode.d1.loss_mask": 0.4888159066438675, "decode.d1.loss_dice": 0.7664785623550415, "decode.d2.loss_cls": 0.6556720558553935, "decode.d2.loss_mask": 0.5010200768709183, "decode.d2.loss_dice": 0.7616548240184784, "decode.d3.loss_cls": 0.6934235583990812, "decode.d3.loss_mask": 0.4862213805317879, "decode.d3.loss_dice": 0.721593251824379, "decode.d4.loss_cls": 0.6853431902825833, "decode.d4.loss_mask": 0.48484610617160795, "decode.d4.loss_dice": 0.7150787129998207, "decode.d5.loss_cls": 0.6547083158046008, "decode.d5.loss_mask": 0.4819800779223442, "decode.d5.loss_dice": 0.6966119080781936, "decode.d6.loss_cls": 0.6649122383445502, "decode.d6.loss_mask": 0.47046126127243043, "decode.d6.loss_dice": 0.6867927283048629, "decode.d7.loss_cls": 0.7243157908320427, "decode.d7.loss_mask": 0.47407573759555816, "decode.d7.loss_dice": 0.6876296848058701, "decode.d8.loss_cls": 0.6466566540300847, "decode.d8.loss_mask": 0.5038056999444962, "decode.d8.loss_dice": 0.7106064110994339, "time": 0.5341491222381591, "memory": 7204, "step": 67950}
{"lr": 6.077199635719584e-06, "data_time": 0.009046149253845216, "grad_norm": 91.41670989990234, "loss": 27.462624931335448, "decode.loss_cls": 0.7753856956958771, "decode.loss_mask": 0.6312362462282181, "decode.loss_dice": 1.1131492644548415, "decode.d0.loss_cls": 2.2324657797813416, "decode.d0.loss_mask": 0.6313618391752243, "decode.d0.loss_dice": 1.257489773631096, "decode.d1.loss_cls": 0.9642938703298569, "decode.d1.loss_mask": 0.66724211871624, "decode.d1.loss_dice": 1.2028039634227752, "decode.d2.loss_cls": 0.9455345004796982, "decode.d2.loss_mask": 0.639317087829113, "decode.d2.loss_dice": 1.140035054087639, "decode.d3.loss_cls": 0.8945080906152725, "decode.d3.loss_mask": 0.6308429196476937, "decode.d3.loss_dice": 1.0743372023105622, "decode.d4.loss_cls": 0.832001730799675, "decode.d4.loss_mask": 0.6460365444421768, "decode.d4.loss_dice": 1.118116134405136, "decode.d5.loss_cls": 0.8053935527801513, "decode.d5.loss_mask": 0.6553628206253052, "decode.d5.loss_dice": 1.1001992017030715, "decode.d6.loss_cls": 0.7470421135425568, "decode.d6.loss_mask": 0.6397277355194092, "decode.d6.loss_dice": 1.1190467357635498, "decode.d7.loss_cls": 0.8147575408220291, "decode.d7.loss_mask": 0.6272987499833107, "decode.d7.loss_dice": 1.0926057666540145, "decode.d8.loss_cls": 0.7359531223773956, "decode.d8.loss_mask": 0.6326454311609269, "decode.d8.loss_dice": 1.0964338153600692, "time": 0.5332075357437134, "memory": 7227, "step": 68000}
{"lr": 6.074227011627764e-06, "data_time": 0.009069132804870605, "grad_norm": 87.86222076416016, "loss": 25.856206798553465, "decode.loss_cls": 0.8422421544790268, "decode.loss_mask": 0.6329986721277236, "decode.loss_dice": 0.8865744203329087, "decode.d0.loss_cls": 2.2429328322410584, "decode.d0.loss_mask": 0.6785629123449326, "decode.d0.loss_dice": 1.0989995539188384, "decode.d1.loss_cls": 1.0862457484006882, "decode.d1.loss_mask": 0.6087809890508652, "decode.d1.loss_dice": 1.028604233264923, "decode.d2.loss_cls": 0.9596061751246452, "decode.d2.loss_mask": 0.5739195227622986, "decode.d2.loss_dice": 0.9595000624656678, "decode.d3.loss_cls": 0.8520889014005661, "decode.d3.loss_mask": 0.6261193573474884, "decode.d3.loss_dice": 0.9455955803394318, "decode.d4.loss_cls": 0.932206292450428, "decode.d4.loss_mask": 0.6290321767330169, "decode.d4.loss_dice": 0.9148737132549286, "decode.d5.loss_cls": 0.8381681725382805, "decode.d5.loss_mask": 0.6282924264669418, "decode.d5.loss_dice": 0.8907858937978744, "decode.d6.loss_cls": 0.884526151418686, "decode.d6.loss_mask": 0.5733038455247879, "decode.d6.loss_dice": 0.8787204623222351, "decode.d7.loss_cls": 0.8257982671260834, "decode.d7.loss_mask": 0.6191088765859604, "decode.d7.loss_dice": 0.8864219844341278, "decode.d8.loss_cls": 0.8277035012841225, "decode.d8.loss_mask": 0.6250367045402527, "decode.d8.loss_dice": 0.8794585108757019, "time": 0.5319568395614624, "memory": 7227, "step": 68050}
{"lr": 6.07125422588804e-06, "data_time": 0.009117770195007324, "grad_norm": 83.50012092590332, "loss": 23.260747814178465, "decode.loss_cls": 0.5393152855336666, "decode.loss_mask": 0.631518331170082, "decode.loss_dice": 0.9316965341567993, "decode.d0.loss_cls": 2.1926860094070433, "decode.d0.loss_mask": 0.6964430272579193, "decode.d0.loss_dice": 1.1025274604558946, "decode.d1.loss_cls": 0.6897614449262619, "decode.d1.loss_mask": 0.6579811334609985, "decode.d1.loss_dice": 1.0049746662378312, "decode.d2.loss_cls": 0.5171019062399864, "decode.d2.loss_mask": 0.6808053553104401, "decode.d2.loss_dice": 1.0000969260931014, "decode.d3.loss_cls": 0.49680556952953336, "decode.d3.loss_mask": 0.6666196435689926, "decode.d3.loss_dice": 0.9943799316883087, "decode.d4.loss_cls": 0.5067534074187279, "decode.d4.loss_mask": 0.6595472067594528, "decode.d4.loss_dice": 0.9734633237123489, "decode.d5.loss_cls": 0.5260654561221599, "decode.d5.loss_mask": 0.6374527662992477, "decode.d5.loss_dice": 0.9121880680322647, "decode.d6.loss_cls": 0.5054836608469486, "decode.d6.loss_mask": 0.6577328205108642, "decode.d6.loss_dice": 0.9124057471752167, "decode.d7.loss_cls": 0.5272095933556556, "decode.d7.loss_mask": 0.6454587578773499, "decode.d7.loss_dice": 0.8922255575656891, "decode.d8.loss_cls": 0.5189318574965001, "decode.d8.loss_mask": 0.6435087531805038, "decode.d8.loss_dice": 0.9396077573299408, "time": 0.5323122262954711, "memory": 7280, "step": 68100}
{"lr": 6.0682812784036595e-06, "data_time": 0.009538006782531739, "grad_norm": 86.35697021484376, "loss": 25.33470582962036, "decode.loss_cls": 0.7506332136690617, "decode.loss_mask": 0.6354940727353096, "decode.loss_dice": 0.9260340690612793, "decode.d0.loss_cls": 2.195746731758118, "decode.d0.loss_mask": 0.6474776834249496, "decode.d0.loss_dice": 1.1541126787662506, "decode.d1.loss_cls": 0.8058296054601669, "decode.d1.loss_mask": 0.658442135155201, "decode.d1.loss_dice": 1.092656672000885, "decode.d2.loss_cls": 0.7868595063686371, "decode.d2.loss_mask": 0.6203317046165466, "decode.d2.loss_dice": 1.0200299978256226, "decode.d3.loss_cls": 0.7452616095542908, "decode.d3.loss_mask": 0.6222071066498757, "decode.d3.loss_dice": 0.9874906659126281, "decode.d4.loss_cls": 0.7425102904438973, "decode.d4.loss_mask": 0.6071913778781891, "decode.d4.loss_dice": 0.9926768392324448, "decode.d5.loss_cls": 0.7789727911353111, "decode.d5.loss_mask": 0.5986132055521012, "decode.d5.loss_dice": 0.94993736743927, "decode.d6.loss_cls": 0.7557404972612858, "decode.d6.loss_mask": 0.5959229901432991, "decode.d6.loss_dice": 0.9779419779777527, "decode.d7.loss_cls": 0.7500812582671642, "decode.d7.loss_mask": 0.6256960377097129, "decode.d7.loss_dice": 0.9482903093099594, "decode.d8.loss_cls": 0.753868231922388, "decode.d8.loss_mask": 0.6358906671404838, "decode.d8.loss_dice": 0.9727644115686417, "time": 0.5325775146484375, "memory": 7228, "step": 68150}
{"lr": 6.065308169077766e-06, "data_time": 0.009454917907714844, "grad_norm": 88.46717071533203, "loss": 18.22946767807007, "decode.loss_cls": 0.3742541342973709, "decode.loss_mask": 0.5724394977092743, "decode.loss_dice": 0.6692079797387123, "decode.d0.loss_cls": 1.821679413318634, "decode.d0.loss_mask": 0.6511421889066696, "decode.d0.loss_dice": 0.8246756628155708, "decode.d1.loss_cls": 0.5248128205537796, "decode.d1.loss_mask": 0.6209693282842637, "decode.d1.loss_dice": 0.7618561953306198, "decode.d2.loss_cls": 0.43645807504653933, "decode.d2.loss_mask": 0.5992337048053742, "decode.d2.loss_dice": 0.7188013508915901, "decode.d3.loss_cls": 0.4119729056954384, "decode.d3.loss_mask": 0.5765580892562866, "decode.d3.loss_dice": 0.6559743687510491, "decode.d4.loss_cls": 0.39244971573352816, "decode.d4.loss_mask": 0.5594233751296998, "decode.d4.loss_dice": 0.640864971280098, "decode.d5.loss_cls": 0.3660933494567871, "decode.d5.loss_mask": 0.5626675635576248, "decode.d5.loss_dice": 0.6814848348498345, "decode.d6.loss_cls": 0.3510729268193245, "decode.d6.loss_mask": 0.5686449557542801, "decode.d6.loss_dice": 0.6751600056886673, "decode.d7.loss_cls": 0.34817731827497483, "decode.d7.loss_mask": 0.5683105021715165, "decode.d7.loss_dice": 0.6719375535845756, "decode.d8.loss_cls": 0.3916744440793991, "decode.d8.loss_mask": 0.5669733911752701, "decode.d8.loss_dice": 0.6644975826144218, "time": 0.5311778306961059, "memory": 7216, "step": 68200}
{"lr": 6.062334897813402e-06, "data_time": 0.009202885627746581, "grad_norm": 99.94543685913087, "loss": 20.702748584747315, "decode.loss_cls": 0.49988255724310876, "decode.loss_mask": 0.5538230285048484, "decode.loss_dice": 0.7230420619249344, "decode.d0.loss_cls": 2.050919157266617, "decode.d0.loss_mask": 0.6169461905956268, "decode.d0.loss_dice": 0.9519025713205338, "decode.d1.loss_cls": 0.7144337959587574, "decode.d1.loss_mask": 0.6116834238171578, "decode.d1.loss_dice": 0.8260036915540695, "decode.d2.loss_cls": 0.6011600699275732, "decode.d2.loss_mask": 0.5723172038793564, "decode.d2.loss_dice": 0.7887728750705719, "decode.d3.loss_cls": 0.5785478584468364, "decode.d3.loss_mask": 0.5980940878391265, "decode.d3.loss_dice": 0.7841856002807617, "decode.d4.loss_cls": 0.5196974746882915, "decode.d4.loss_mask": 0.5915262639522553, "decode.d4.loss_dice": 0.784810996055603, "decode.d5.loss_cls": 0.5263523928821087, "decode.d5.loss_mask": 0.5815232276916504, "decode.d5.loss_dice": 0.7631609529256821, "decode.d6.loss_cls": 0.47723795399069785, "decode.d6.loss_mask": 0.5860553234815598, "decode.d6.loss_dice": 0.7572648406028748, "decode.d7.loss_cls": 0.49184704944491386, "decode.d7.loss_mask": 0.5863596737384796, "decode.d7.loss_dice": 0.7451637506484985, "decode.d8.loss_cls": 0.510237555205822, "decode.d8.loss_mask": 0.5735031649470329, "decode.d8.loss_dice": 0.73629390001297, "time": 0.5851668357849121, "memory": 7207, "step": 68250}
{"lr": 6.059361464513481e-06, "data_time": 0.009378314018249512, "grad_norm": 87.61627616882325, "loss": 29.238708209991454, "decode.loss_cls": 0.5586053162813187, "decode.loss_mask": 0.8717625498771667, "decode.loss_dice": 1.2006852149963378, "decode.d0.loss_cls": 2.548445224761963, "decode.d0.loss_mask": 0.9819861233234406, "decode.d0.loss_dice": 1.403888988494873, "decode.d1.loss_cls": 0.779896879196167, "decode.d1.loss_mask": 0.9126890242099762, "decode.d1.loss_dice": 1.304014837741852, "decode.d2.loss_cls": 0.6649738192558289, "decode.d2.loss_mask": 0.912018609046936, "decode.d2.loss_dice": 1.273764932155609, "decode.d3.loss_cls": 0.5987935394048691, "decode.d3.loss_mask": 0.8762255191802979, "decode.d3.loss_dice": 1.201391154527664, "decode.d4.loss_cls": 0.5710744589567185, "decode.d4.loss_mask": 0.867328554391861, "decode.d4.loss_dice": 1.215751087665558, "decode.d5.loss_cls": 0.5887619391083717, "decode.d5.loss_mask": 0.8595739901065826, "decode.d5.loss_dice": 1.188575565814972, "decode.d6.loss_cls": 0.5767116524279118, "decode.d6.loss_mask": 0.8735636532306671, "decode.d6.loss_dice": 1.1855244040489197, "decode.d7.loss_cls": 0.5558018840849399, "decode.d7.loss_mask": 0.8747489154338837, "decode.d7.loss_dice": 1.1976742804050446, "decode.d8.loss_cls": 0.5350363001227378, "decode.d8.loss_mask": 0.8689914643764496, "decode.d8.loss_dice": 1.190448272228241, "time": 0.5310609817504883, "memory": 7218, "step": 68300}
{"lr": 6.056387869080812e-06, "data_time": 0.009204578399658204, "grad_norm": 90.98043937683106, "loss": 21.438856410980225, "decode.loss_cls": 0.511976632475853, "decode.loss_mask": 0.5928616255521775, "decode.loss_dice": 0.7782896041870118, "decode.d0.loss_cls": 2.1928773641586305, "decode.d0.loss_mask": 0.6423948317766189, "decode.d0.loss_dice": 0.9068313539028168, "decode.d1.loss_cls": 0.7505919188261032, "decode.d1.loss_mask": 0.5869216412305832, "decode.d1.loss_dice": 0.8500667333602905, "decode.d2.loss_cls": 0.6548689126968383, "decode.d2.loss_mask": 0.57922622859478, "decode.d2.loss_dice": 0.82292160987854, "decode.d3.loss_cls": 0.5696576878428459, "decode.d3.loss_mask": 0.6048333644866943, "decode.d3.loss_dice": 0.7997758865356446, "decode.d4.loss_cls": 0.558188809454441, "decode.d4.loss_mask": 0.5968804389238358, "decode.d4.loss_dice": 0.7917296230793, "decode.d5.loss_cls": 0.5546835228800774, "decode.d5.loss_mask": 0.5978029161691666, "decode.d5.loss_dice": 0.7881046146154403, "decode.d6.loss_cls": 0.5443401157855987, "decode.d6.loss_mask": 0.5971569508314133, "decode.d6.loss_dice": 0.7752813577651978, "decode.d7.loss_cls": 0.5357666835188866, "decode.d7.loss_mask": 0.5887935101985932, "decode.d7.loss_dice": 0.784715685248375, "decode.d8.loss_cls": 0.5015989951789379, "decode.d8.loss_mask": 0.5918269872665405, "decode.d8.loss_dice": 0.787892410159111, "time": 0.5309442996978759, "memory": 7206, "step": 68350}
{"lr": 6.053414111418103e-06, "data_time": 0.009647345542907715, "grad_norm": 89.32598037719727, "loss": 29.078706455230712, "decode.loss_cls": 0.7735269874334335, "decode.loss_mask": 0.7250193685293198, "decode.loss_dice": 1.2293010115623475, "decode.d0.loss_cls": 2.284760129451752, "decode.d0.loss_mask": 0.7889193892478943, "decode.d0.loss_dice": 1.3038690686225891, "decode.d1.loss_cls": 0.9068860828876495, "decode.d1.loss_mask": 0.7606102138757705, "decode.d1.loss_dice": 1.2713744044303894, "decode.d2.loss_cls": 0.8140686482191086, "decode.d2.loss_mask": 0.7400942519307137, "decode.d2.loss_dice": 1.2711606204509736, "decode.d3.loss_cls": 0.7519377499818802, "decode.d3.loss_mask": 0.7533382385969162, "decode.d3.loss_dice": 1.2404211699962615, "decode.d4.loss_cls": 0.7439549565315247, "decode.d4.loss_mask": 0.751007753610611, "decode.d4.loss_dice": 1.2473488807678224, "decode.d5.loss_cls": 0.7521385729312897, "decode.d5.loss_mask": 0.7338410243391991, "decode.d5.loss_dice": 1.221471107006073, "decode.d6.loss_cls": 0.7158157229423523, "decode.d6.loss_mask": 0.7338305711746216, "decode.d6.loss_dice": 1.230624759197235, "decode.d7.loss_cls": 0.7178077176213264, "decode.d7.loss_mask": 0.7261431455612183, "decode.d7.loss_dice": 1.2258702754974364, "decode.d8.loss_cls": 0.7013199850916862, "decode.d8.loss_mask": 0.7338375881314277, "decode.d8.loss_dice": 1.2284071564674377, "time": 0.5332193613052368, "memory": 7241, "step": 68400}
{"lr": 6.050440191427935e-06, "data_time": 0.009333586692810059, "grad_norm": 84.83349838256837, "loss": 27.257359504699707, "decode.loss_cls": 0.9566685073077679, "decode.loss_mask": 0.576543764770031, "decode.loss_dice": 0.971914929151535, "decode.d0.loss_cls": 2.623866415023804, "decode.d0.loss_mask": 0.6771340548992157, "decode.d0.loss_dice": 1.1367614924907685, "decode.d1.loss_cls": 1.0544022753834725, "decode.d1.loss_mask": 0.6043122962117196, "decode.d1.loss_dice": 1.0223315238952637, "decode.d2.loss_cls": 0.9958660691976547, "decode.d2.loss_mask": 0.6042874872684478, "decode.d2.loss_dice": 0.9980133593082428, "decode.d3.loss_cls": 0.9882800228893757, "decode.d3.loss_mask": 0.5890243440866471, "decode.d3.loss_dice": 0.9827264040708542, "decode.d4.loss_cls": 0.905477137863636, "decode.d4.loss_mask": 0.5855091124773025, "decode.d4.loss_dice": 1.0080840826034545, "decode.d5.loss_cls": 0.9198707282543183, "decode.d5.loss_mask": 0.5718737795948983, "decode.d5.loss_dice": 1.0026644110679626, "decode.d6.loss_cls": 0.9388069167733193, "decode.d6.loss_mask": 0.5708665281534195, "decode.d6.loss_dice": 0.9781410247087479, "decode.d7.loss_cls": 0.9595533721148968, "decode.d7.loss_mask": 0.5659164011478424, "decode.d7.loss_dice": 0.9885260790586472, "decode.d8.loss_cls": 0.9259340271353722, "decode.d8.loss_mask": 0.5690283507108689, "decode.d8.loss_dice": 0.9849740147590638, "time": 0.5604905605316162, "memory": 7302, "step": 68450}
{"lr": 6.04746610901279e-06, "data_time": 0.009286618232727051, "grad_norm": 82.86461868286133, "loss": 27.260183334350586, "decode.loss_cls": 0.7209929645061492, "decode.loss_mask": 0.6568772912025451, "decode.loss_dice": 1.089934515953064, "decode.d0.loss_cls": 2.135718011856079, "decode.d0.loss_mask": 0.7317705109715462, "decode.d0.loss_dice": 1.333334857225418, "decode.d1.loss_cls": 0.9690858975052834, "decode.d1.loss_mask": 0.6986125126481056, "decode.d1.loss_dice": 1.2356993764638902, "decode.d2.loss_cls": 0.7876833796501159, "decode.d2.loss_mask": 0.6578450039029121, "decode.d2.loss_dice": 1.1621535196900368, "decode.d3.loss_cls": 0.715629281103611, "decode.d3.loss_mask": 0.6727347522974014, "decode.d3.loss_dice": 1.1501639187335968, "decode.d4.loss_cls": 0.702977080643177, "decode.d4.loss_mask": 0.6598196566104889, "decode.d4.loss_dice": 1.1409923821687697, "decode.d5.loss_cls": 0.6925773158669472, "decode.d5.loss_mask": 0.6575783252716064, "decode.d5.loss_dice": 1.1124196946620941, "decode.d6.loss_cls": 0.7965633809566498, "decode.d6.loss_mask": 0.6633068591356277, "decode.d6.loss_dice": 1.1013092935085296, "decode.d7.loss_cls": 0.6906187176704407, "decode.d7.loss_mask": 0.6756894767284394, "decode.d7.loss_dice": 1.1001935422420501, "decode.d8.loss_cls": 0.7709079198539257, "decode.d8.loss_mask": 0.6810589462518692, "decode.d8.loss_dice": 1.0959337383508683, "time": 0.5313648462295533, "memory": 7206, "step": 68500}
{"lr": 6.044491864075031e-06, "data_time": 0.009357261657714843, "grad_norm": 106.75560684204102, "loss": 25.313302516937256, "decode.loss_cls": 0.5300816968083382, "decode.loss_mask": 0.6940483003854752, "decode.loss_dice": 1.0712774038314818, "decode.d0.loss_cls": 2.1435412883758547, "decode.d0.loss_mask": 0.7500551640987396, "decode.d0.loss_dice": 1.2507225155830384, "decode.d1.loss_cls": 0.7288049757480621, "decode.d1.loss_mask": 0.7028325825929642, "decode.d1.loss_dice": 1.1189020544290542, "decode.d2.loss_cls": 0.6235983312129975, "decode.d2.loss_mask": 0.7267240911722184, "decode.d2.loss_dice": 1.0794030487537385, "decode.d3.loss_cls": 0.5727934241294861, "decode.d3.loss_mask": 0.6968885749578476, "decode.d3.loss_dice": 1.0584480941295624, "decode.d4.loss_cls": 0.5778060659766198, "decode.d4.loss_mask": 0.7018058747053146, "decode.d4.loss_dice": 1.0734526962041855, "decode.d5.loss_cls": 0.5996353760361671, "decode.d5.loss_mask": 0.6968760073184967, "decode.d5.loss_dice": 1.062827867269516, "decode.d6.loss_cls": 0.560545189678669, "decode.d6.loss_mask": 0.6880506455898285, "decode.d6.loss_dice": 1.0369331240653992, "decode.d7.loss_cls": 0.5375531658530235, "decode.d7.loss_mask": 0.6845012307167053, "decode.d7.loss_dice": 1.0467316269874574, "decode.d8.loss_cls": 0.5488470301032067, "decode.d8.loss_mask": 0.687516188621521, "decode.d8.loss_dice": 1.0620986342430114, "time": 0.5313390016555786, "memory": 7230, "step": 68550}
{"lr": 6.041517456516911e-06, "data_time": 0.009288883209228516, "grad_norm": 86.30513191223145, "loss": 23.940135860443114, "decode.loss_cls": 0.7456542074680328, "decode.loss_mask": 0.6038082659244537, "decode.loss_dice": 0.8223270773887634, "decode.d0.loss_cls": 2.225889527797699, "decode.d0.loss_mask": 0.7324257791042328, "decode.d0.loss_dice": 0.9921798139810563, "decode.d1.loss_cls": 0.9712755262851716, "decode.d1.loss_mask": 0.6416689187288285, "decode.d1.loss_dice": 0.8663848370313645, "decode.d2.loss_cls": 0.8406872093677521, "decode.d2.loss_mask": 0.6330875843763352, "decode.d2.loss_dice": 0.8517577975988389, "decode.d3.loss_cls": 0.7792167365550995, "decode.d3.loss_mask": 0.6274740606546402, "decode.d3.loss_dice": 0.8417745888233185, "decode.d4.loss_cls": 0.790107062458992, "decode.d4.loss_mask": 0.6073544800281525, "decode.d4.loss_dice": 0.833849361538887, "decode.d5.loss_cls": 0.7184853777289391, "decode.d5.loss_mask": 0.6006285876035691, "decode.d5.loss_dice": 0.8256360113620758, "decode.d6.loss_cls": 0.7070031851530075, "decode.d6.loss_mask": 0.596500477194786, "decode.d6.loss_dice": 0.831173199415207, "decode.d7.loss_cls": 0.6810088202357292, "decode.d7.loss_mask": 0.6171767026185989, "decode.d7.loss_dice": 0.8296664834022522, "decode.d8.loss_cls": 0.6810512945055962, "decode.d8.loss_mask": 0.6122471511363983, "decode.d8.loss_dice": 0.8326364606618881, "time": 0.5551471710205078, "memory": 7239, "step": 68600}
{"lr": 6.0385428862405665e-06, "data_time": 0.009195709228515625, "grad_norm": 98.36724014282227, "loss": 25.493732070922853, "decode.loss_cls": 0.5587515741586685, "decode.loss_mask": 0.6122452348470688, "decode.loss_dice": 1.101264524459839, "decode.d0.loss_cls": 2.0373389601707457, "decode.d0.loss_mask": 0.6829337179660797, "decode.d0.loss_dice": 1.3339428335428238, "decode.d1.loss_cls": 0.8397789850831032, "decode.d1.loss_mask": 0.6563260078430175, "decode.d1.loss_dice": 1.2089641734957695, "decode.d2.loss_cls": 0.6800561591982841, "decode.d2.loss_mask": 0.6336072623729706, "decode.d2.loss_dice": 1.1956522732973098, "decode.d3.loss_cls": 0.5909020647406578, "decode.d3.loss_mask": 0.6187106132507324, "decode.d3.loss_dice": 1.1206581503152848, "decode.d4.loss_cls": 0.5767350524663926, "decode.d4.loss_mask": 0.6237226337194443, "decode.d4.loss_dice": 1.1346582785248756, "decode.d5.loss_cls": 0.6807878445833921, "decode.d5.loss_mask": 0.5699425399303436, "decode.d5.loss_dice": 1.1178321063518524, "decode.d6.loss_cls": 0.5580891415476799, "decode.d6.loss_mask": 0.6091395020484924, "decode.d6.loss_dice": 1.1218157649040221, "decode.d7.loss_cls": 0.5800534211099148, "decode.d7.loss_mask": 0.6037755340337754, "decode.d7.loss_dice": 1.1242715895175934, "decode.d8.loss_cls": 0.6122468553483487, "decode.d8.loss_mask": 0.612566602230072, "decode.d8.loss_dice": 1.0969623774290085, "time": 0.5566807746887207, "memory": 7187, "step": 68650}
{"lr": 6.035568153148034e-06, "data_time": 0.009515047073364258, "grad_norm": 86.38181800842285, "loss": 28.646749401092528, "decode.loss_cls": 0.6628737285733223, "decode.loss_mask": 0.6845351845026016, "decode.loss_dice": 1.1931060373783111, "decode.d0.loss_cls": 2.353365623950958, "decode.d0.loss_mask": 0.7748049914836883, "decode.d0.loss_dice": 1.4276358604431152, "decode.d1.loss_cls": 0.9720269128680229, "decode.d1.loss_mask": 0.7538712739944458, "decode.d1.loss_dice": 1.3328862369060517, "decode.d2.loss_cls": 0.7836195722222328, "decode.d2.loss_mask": 0.6850393950939179, "decode.d2.loss_dice": 1.2538125067949295, "decode.d3.loss_cls": 0.7526114255189895, "decode.d3.loss_mask": 0.6798574805259705, "decode.d3.loss_dice": 1.2691310107707978, "decode.d4.loss_cls": 0.7105977147817611, "decode.d4.loss_mask": 0.6845856934785843, "decode.d4.loss_dice": 1.2439795792102815, "decode.d5.loss_cls": 0.7449473857879638, "decode.d5.loss_mask": 0.6949946761131287, "decode.d5.loss_dice": 1.2528102844953537, "decode.d6.loss_cls": 0.6742608547210693, "decode.d6.loss_mask": 0.6961031079292297, "decode.d6.loss_dice": 1.210380521416664, "decode.d7.loss_cls": 0.6815230116248131, "decode.d7.loss_mask": 0.7036442548036576, "decode.d7.loss_dice": 1.2021920025348662, "decode.d8.loss_cls": 0.6672251135110855, "decode.d8.loss_mask": 0.6974286049604416, "decode.d8.loss_dice": 1.2028994768857957, "time": 0.5314786434173584, "memory": 7225, "step": 68700}
{"lr": 6.032593257141221e-06, "data_time": 0.009372329711914063, "grad_norm": 79.11397933959961, "loss": 20.83537721633911, "decode.loss_cls": 0.5207976989448071, "decode.loss_mask": 0.49322262927889826, "decode.loss_dice": 0.7816946722567082, "decode.d0.loss_cls": 2.120705026388168, "decode.d0.loss_mask": 0.5343833655118942, "decode.d0.loss_dice": 0.9383745476603508, "decode.d1.loss_cls": 0.717275008559227, "decode.d1.loss_mask": 0.5822273075580597, "decode.d1.loss_dice": 0.9083711698651313, "decode.d2.loss_cls": 0.5948961794376373, "decode.d2.loss_mask": 0.5692843079566956, "decode.d2.loss_dice": 0.8645039707422256, "decode.d3.loss_cls": 0.6004578918218613, "decode.d3.loss_mask": 0.5178910449147225, "decode.d3.loss_dice": 0.819779758900404, "decode.d4.loss_cls": 0.525935410708189, "decode.d4.loss_mask": 0.5537773184478283, "decode.d4.loss_dice": 0.8317779716104269, "decode.d5.loss_cls": 0.4877563275396824, "decode.d5.loss_mask": 0.5325389169156551, "decode.d5.loss_dice": 0.8227001983672381, "decode.d6.loss_cls": 0.5347257904708386, "decode.d6.loss_mask": 0.5351166903972626, "decode.d6.loss_dice": 0.8090737123042345, "decode.d7.loss_cls": 0.4753421567380428, "decode.d7.loss_mask": 0.5381250642240047, "decode.d7.loss_dice": 0.8131696231663227, "decode.d8.loss_cls": 0.5120341025292874, "decode.d8.loss_mask": 0.4922369956970215, "decode.d8.loss_dice": 0.8072016764432192, "time": 0.532288646697998, "memory": 7195, "step": 68750}
{"lr": 6.029618198121935e-06, "data_time": 0.009419083595275879, "grad_norm": 93.58970565795899, "loss": 20.805248546600343, "decode.loss_cls": 0.43981868028640747, "decode.loss_mask": 0.6128477320075035, "decode.loss_dice": 0.7933325186371804, "decode.d0.loss_cls": 1.99342120885849, "decode.d0.loss_mask": 0.7242721647024155, "decode.d0.loss_dice": 0.9663394629955292, "decode.d1.loss_cls": 0.5850715875625611, "decode.d1.loss_mask": 0.6330184042453766, "decode.d1.loss_dice": 0.8550882190465927, "decode.d2.loss_cls": 0.5537839069962501, "decode.d2.loss_mask": 0.611068993806839, "decode.d2.loss_dice": 0.7930715292692184, "decode.d3.loss_cls": 0.526873205602169, "decode.d3.loss_mask": 0.6189279273152352, "decode.d3.loss_dice": 0.7904145047068596, "decode.d4.loss_cls": 0.45301554799079896, "decode.d4.loss_mask": 0.6152332216501236, "decode.d4.loss_dice": 0.7944491028785705, "decode.d5.loss_cls": 0.4361229494214058, "decode.d5.loss_mask": 0.6155437007546425, "decode.d5.loss_dice": 0.8116731137037277, "decode.d6.loss_cls": 0.4615328639745712, "decode.d6.loss_mask": 0.6181849613785744, "decode.d6.loss_dice": 0.7966597884893417, "decode.d7.loss_cls": 0.4034804806113243, "decode.d7.loss_mask": 0.6265029087662697, "decode.d7.loss_dice": 0.8116615206003189, "decode.d8.loss_cls": 0.43758275657892226, "decode.d8.loss_mask": 0.6233300969004631, "decode.d8.loss_dice": 0.8029253482818604, "time": 0.5311009168624878, "memory": 7301, "step": 68800}
{"lr": 6.026642975991863e-06, "data_time": 0.009367084503173828, "grad_norm": 94.7863597869873, "loss": 30.881758213043213, "decode.loss_cls": 0.6250301033258439, "decode.loss_mask": 0.7572404086589813, "decode.loss_dice": 1.3763816595077514, "decode.d0.loss_cls": 2.306290352344513, "decode.d0.loss_mask": 0.8484067142009735, "decode.d0.loss_dice": 1.706945815682411, "decode.d1.loss_cls": 0.9141672015190124, "decode.d1.loss_mask": 0.7871412754058837, "decode.d1.loss_dice": 1.5393545746803283, "decode.d2.loss_cls": 0.8639236330986023, "decode.d2.loss_mask": 0.7750622987747192, "decode.d2.loss_dice": 1.4803062200546264, "decode.d3.loss_cls": 0.6938267201185226, "decode.d3.loss_mask": 0.7648739129304886, "decode.d3.loss_dice": 1.4026450574398042, "decode.d4.loss_cls": 0.7265400379896164, "decode.d4.loss_mask": 0.7541552990674972, "decode.d4.loss_dice": 1.4192320853471756, "decode.d5.loss_cls": 0.6496097207069397, "decode.d5.loss_mask": 0.7621095240116119, "decode.d5.loss_dice": 1.39291852414608, "decode.d6.loss_cls": 0.6141418665647507, "decode.d6.loss_mask": 0.7619083821773529, "decode.d6.loss_dice": 1.4286761969327926, "decode.d7.loss_cls": 0.6306689143180847, "decode.d7.loss_mask": 0.7468809604644775, "decode.d7.loss_dice": 1.382268813252449, "decode.d8.loss_cls": 0.6352281957864762, "decode.d8.loss_mask": 0.7679593056440354, "decode.d8.loss_dice": 1.3678641825914384, "time": 0.5321756362915039, "memory": 7253, "step": 68850}
{"lr": 6.023667590652576e-06, "data_time": 0.00914294719696045, "grad_norm": 87.66151237487793, "loss": 26.7214506149292, "decode.loss_cls": 0.605107343941927, "decode.loss_mask": 0.7518687039613724, "decode.loss_dice": 1.0432542204856872, "decode.d0.loss_cls": 2.391417074203491, "decode.d0.loss_mask": 0.8376502871513367, "decode.d0.loss_dice": 1.278107225894928, "decode.d1.loss_cls": 0.9171147584915161, "decode.d1.loss_mask": 0.8050521850585938, "decode.d1.loss_dice": 1.146635067462921, "decode.d2.loss_cls": 0.7795300677418708, "decode.d2.loss_mask": 0.7239703983068466, "decode.d2.loss_dice": 1.114944738149643, "decode.d3.loss_cls": 0.6553005769848823, "decode.d3.loss_mask": 0.7434181094169616, "decode.d3.loss_dice": 1.0523693174123765, "decode.d4.loss_cls": 0.6110719084739685, "decode.d4.loss_mask": 0.7610785722732544, "decode.d4.loss_dice": 1.0574224561452865, "decode.d5.loss_cls": 0.6154023706912994, "decode.d5.loss_mask": 0.7553174376487732, "decode.d5.loss_dice": 1.0287198901176453, "decode.d6.loss_cls": 0.5880231149494648, "decode.d6.loss_mask": 0.741796213388443, "decode.d6.loss_dice": 1.0037977695465088, "decode.d7.loss_cls": 0.575215058773756, "decode.d7.loss_mask": 0.7546506762504578, "decode.d7.loss_dice": 1.026932567358017, "decode.d8.loss_cls": 0.5855206981301307, "decode.d8.loss_mask": 0.7415663778781891, "decode.d8.loss_dice": 1.029196885228157, "time": 0.5317404985427856, "memory": 7305, "step": 68900}
{"lr": 6.020692042005548e-06, "data_time": 0.009399223327636718, "grad_norm": 91.00205993652344, "loss": 31.23059253692627, "decode.loss_cls": 0.8558595538139343, "decode.loss_mask": 0.6764957547187805, "decode.loss_dice": 1.2536512434482574, "decode.d0.loss_cls": 2.357233774662018, "decode.d0.loss_mask": 0.7694640427827835, "decode.d0.loss_dice": 1.56632599234581, "decode.d1.loss_cls": 1.0761633515357971, "decode.d1.loss_mask": 0.717448177933693, "decode.d1.loss_dice": 1.4419828265905381, "decode.d2.loss_cls": 0.9537043735384941, "decode.d2.loss_mask": 0.7093710720539093, "decode.d2.loss_dice": 1.404714047908783, "decode.d3.loss_cls": 0.9709713220596313, "decode.d3.loss_mask": 0.7173033326864242, "decode.d3.loss_dice": 1.3017170816659926, "decode.d4.loss_cls": 0.8940795689821244, "decode.d4.loss_mask": 0.7143614262342453, "decode.d4.loss_dice": 1.3374123185873033, "decode.d5.loss_cls": 0.8947576850652694, "decode.d5.loss_mask": 0.6980334162712097, "decode.d5.loss_dice": 1.3122079730033875, "decode.d6.loss_cls": 0.9374483451247215, "decode.d6.loss_mask": 0.6663870453834534, "decode.d6.loss_dice": 1.2951296836137771, "decode.d7.loss_cls": 0.8962489873170852, "decode.d7.loss_mask": 0.6824434578418732, "decode.d7.loss_dice": 1.293413457274437, "decode.d8.loss_cls": 0.8383536577224732, "decode.d8.loss_mask": 0.6772390365600586, "decode.d8.loss_dice": 1.3206702888011932, "time": 0.5574488162994384, "memory": 7237, "step": 68950}
{"lr": 6.017716329952125e-06, "data_time": 0.009379816055297852, "grad_norm": 89.37089157104492, "loss": 22.254451274871826, "decode.loss_cls": 0.5317473374307156, "decode.loss_mask": 0.6487605273723602, "decode.loss_dice": 0.9067444562911987, "decode.d0.loss_cls": 1.6128807663917542, "decode.d0.loss_mask": 0.6970577418804169, "decode.d0.loss_dice": 1.027273628115654, "decode.d1.loss_cls": 0.5604052484035492, "decode.d1.loss_mask": 0.6518061846494675, "decode.d1.loss_dice": 0.9797516465187073, "decode.d2.loss_cls": 0.49337217807769773, "decode.d2.loss_mask": 0.6572862327098846, "decode.d2.loss_dice": 0.9465815782546997, "decode.d3.loss_cls": 0.49246059358119965, "decode.d3.loss_mask": 0.6515932828187943, "decode.d3.loss_dice": 0.9278767347335816, "decode.d4.loss_cls": 0.4670144163072109, "decode.d4.loss_mask": 0.6569247752428055, "decode.d4.loss_dice": 0.9505895048379898, "decode.d5.loss_cls": 0.5179427765309811, "decode.d5.loss_mask": 0.665861114859581, "decode.d5.loss_dice": 0.9092262893915176, "decode.d6.loss_cls": 0.48543535396456716, "decode.d6.loss_mask": 0.6489584892988205, "decode.d6.loss_dice": 0.9196895807981491, "decode.d7.loss_cls": 0.5733427532017231, "decode.d7.loss_mask": 0.6454783886671066, "decode.d7.loss_dice": 0.8949401050806045, "decode.d8.loss_cls": 0.5694263361394405, "decode.d8.loss_mask": 0.6516685962677002, "decode.d8.loss_dice": 0.9123553335666656, "time": 0.5554627418518067, "memory": 7181, "step": 69000}
{"lr": 6.014740454393538e-06, "data_time": 0.009440040588378907, "grad_norm": 82.67099685668946, "loss": 25.823586177825927, "decode.loss_cls": 0.5776440761983395, "decode.loss_mask": 0.7051104187965394, "decode.loss_dice": 1.0283542454242707, "decode.d0.loss_cls": 2.0596457600593565, "decode.d0.loss_mask": 0.8308390945196151, "decode.d0.loss_dice": 1.203016757965088, "decode.d1.loss_cls": 0.7001708641648292, "decode.d1.loss_mask": 0.7948819756507873, "decode.d1.loss_dice": 1.1383898854255676, "decode.d2.loss_cls": 0.6878303766250611, "decode.d2.loss_mask": 0.7384627714753151, "decode.d2.loss_dice": 1.086913028359413, "decode.d3.loss_cls": 0.6275182977318764, "decode.d3.loss_mask": 0.7513518944382668, "decode.d3.loss_dice": 1.0606899917125703, "decode.d4.loss_cls": 0.6083771161735058, "decode.d4.loss_mask": 0.7551466435194015, "decode.d4.loss_dice": 1.055195587873459, "decode.d5.loss_cls": 0.5327820599079132, "decode.d5.loss_mask": 0.7625143975019455, "decode.d5.loss_dice": 1.0840208798646926, "decode.d6.loss_cls": 0.5899225771427155, "decode.d6.loss_mask": 0.728435081243515, "decode.d6.loss_dice": 1.0220911175012588, "decode.d7.loss_cls": 0.6233745120465756, "decode.d7.loss_mask": 0.714434215426445, "decode.d7.loss_dice": 1.020588481426239, "decode.d8.loss_cls": 0.5276519529521465, "decode.d8.loss_mask": 0.7496478721499443, "decode.d8.loss_dice": 1.05858533680439, "time": 0.5324864149093628, "memory": 7210, "step": 69050}
{"lr": 6.011764415230912e-06, "data_time": 0.00908510684967041, "grad_norm": 87.66877326965331, "loss": 24.17360167503357, "decode.loss_cls": 0.6078348577022552, "decode.loss_mask": 0.5218951150774955, "decode.loss_dice": 1.0233318984508515, "decode.d0.loss_cls": 2.195134836435318, "decode.d0.loss_mask": 0.5803459912538529, "decode.d0.loss_dice": 1.2264032542705536, "decode.d1.loss_cls": 0.8816488951444625, "decode.d1.loss_mask": 0.5389632791280746, "decode.d1.loss_dice": 1.0933118432760238, "decode.d2.loss_cls": 0.7731255374848842, "decode.d2.loss_mask": 0.527878487110138, "decode.d2.loss_dice": 1.0565990269184113, "decode.d3.loss_cls": 0.7379170961678028, "decode.d3.loss_mask": 0.5201337322592735, "decode.d3.loss_dice": 1.0163551360368728, "decode.d4.loss_cls": 0.7006617248058319, "decode.d4.loss_mask": 0.5173907227814197, "decode.d4.loss_dice": 1.0086068838834763, "decode.d5.loss_cls": 0.6380794569849968, "decode.d5.loss_mask": 0.5169203296303749, "decode.d5.loss_dice": 1.0268854454159737, "decode.d6.loss_cls": 0.6557454723864794, "decode.d6.loss_mask": 0.5126420974731445, "decode.d6.loss_dice": 0.9907359883189202, "decode.d7.loss_cls": 0.6306234799325466, "decode.d7.loss_mask": 0.5142259716987609, "decode.d7.loss_dice": 1.0021900549530982, "decode.d8.loss_cls": 0.6251736860722303, "decode.d8.loss_mask": 0.5253329798579216, "decode.d8.loss_dice": 1.007507500052452, "time": 0.5322918176651001, "memory": 7315, "step": 69100}
{"lr": 6.008788212365249e-06, "data_time": 0.009488201141357422, "grad_norm": 89.91698875427247, "loss": 24.747608757019044, "decode.loss_cls": 0.5359988138079643, "decode.loss_mask": 0.7359981149435043, "decode.loss_dice": 0.9095994889736175, "decode.d0.loss_cls": 2.164742946624756, "decode.d0.loss_mask": 0.7934383034706116, "decode.d0.loss_dice": 1.0882802784442902, "decode.d1.loss_cls": 0.7401104852557182, "decode.d1.loss_mask": 0.7535620138049126, "decode.d1.loss_dice": 1.020172394812107, "decode.d2.loss_cls": 0.6416347980499267, "decode.d2.loss_mask": 0.7792981088161468, "decode.d2.loss_dice": 0.9516988039016724, "decode.d3.loss_cls": 0.6436768263578415, "decode.d3.loss_mask": 0.7281560361385345, "decode.d3.loss_dice": 0.9337439507246017, "decode.d4.loss_cls": 0.6627064764499664, "decode.d4.loss_mask": 0.722964882850647, "decode.d4.loss_dice": 0.915873046219349, "decode.d5.loss_cls": 0.6069349378347397, "decode.d5.loss_mask": 0.7499774783849716, "decode.d5.loss_dice": 0.9506172731518745, "decode.d6.loss_cls": 0.5964587524533271, "decode.d6.loss_mask": 0.7481827437877655, "decode.d6.loss_dice": 0.9302340745925903, "decode.d7.loss_cls": 0.5271980226039886, "decode.d7.loss_mask": 0.7587547719478607, "decode.d7.loss_dice": 0.9502638727426529, "decode.d8.loss_cls": 0.5271196141839027, "decode.d8.loss_mask": 0.7463036149740219, "decode.d8.loss_dice": 0.9339079633355141, "time": 0.555711030960083, "memory": 7197, "step": 69150}
{"lr": 6.005811845697442e-06, "data_time": 0.009192514419555663, "grad_norm": 85.40921630859376, "loss": 23.144219875335693, "decode.loss_cls": 0.5702062025666237, "decode.loss_mask": 0.639037373661995, "decode.loss_dice": 0.8523469746112824, "decode.d0.loss_cls": 2.002073311805725, "decode.d0.loss_mask": 0.7443553805351257, "decode.d0.loss_dice": 1.006087338924408, "decode.d1.loss_cls": 0.8032608717679978, "decode.d1.loss_mask": 0.6972540259361267, "decode.d1.loss_dice": 0.9085321664810181, "decode.d2.loss_cls": 0.7189743757247925, "decode.d2.loss_mask": 0.6710581958293915, "decode.d2.loss_dice": 0.842238861322403, "decode.d3.loss_cls": 0.6961750119924546, "decode.d3.loss_mask": 0.6397843033075332, "decode.d3.loss_dice": 0.846215009689331, "decode.d4.loss_cls": 0.6156613245606423, "decode.d4.loss_mask": 0.6390970587730408, "decode.d4.loss_dice": 0.8441804200410843, "decode.d5.loss_cls": 0.6055823355913162, "decode.d5.loss_mask": 0.6498578399419784, "decode.d5.loss_dice": 0.8467367321252823, "decode.d6.loss_cls": 0.6259014755487442, "decode.d6.loss_mask": 0.6573854923248291, "decode.d6.loss_dice": 0.8327991306781769, "decode.d7.loss_cls": 0.6097320437431335, "decode.d7.loss_mask": 0.6577427923679352, "decode.d7.loss_dice": 0.8425200879573822, "decode.d8.loss_cls": 0.6012019053101539, "decode.d8.loss_mask": 0.6495379537343979, "decode.d8.loss_dice": 0.8286840081214905, "time": 0.5313669443130493, "memory": 7216, "step": 69200}
{"lr": 6.002835315128274e-06, "data_time": 0.009326839447021484, "grad_norm": 81.43928985595703, "loss": 21.575615692138673, "decode.loss_cls": 0.45064749419689176, "decode.loss_mask": 0.6136567115783691, "decode.loss_dice": 0.818835997581482, "decode.d0.loss_cls": 2.238876831531525, "decode.d0.loss_mask": 0.7369748890399933, "decode.d0.loss_dice": 0.9812657028436661, "decode.d1.loss_cls": 0.6756894826889038, "decode.d1.loss_mask": 0.6313165605068207, "decode.d1.loss_dice": 0.8646520137786865, "decode.d2.loss_cls": 0.5410821348428726, "decode.d2.loss_mask": 0.6151138871908188, "decode.d2.loss_dice": 0.8188469707965851, "decode.d3.loss_cls": 0.49255638420581815, "decode.d3.loss_mask": 0.6170809447765351, "decode.d3.loss_dice": 0.8059905111789704, "decode.d4.loss_cls": 0.4655703231692314, "decode.d4.loss_mask": 0.6279953867197037, "decode.d4.loss_dice": 0.830026575922966, "decode.d5.loss_cls": 0.5280771732330323, "decode.d5.loss_mask": 0.6304609090089798, "decode.d5.loss_dice": 0.8273282408714294, "decode.d6.loss_cls": 0.5259628340601921, "decode.d6.loss_mask": 0.6214457631111145, "decode.d6.loss_dice": 0.8097873836755752, "decode.d7.loss_cls": 0.47746205180883405, "decode.d7.loss_mask": 0.6234520107507706, "decode.d7.loss_dice": 0.8110856890678406, "decode.d8.loss_cls": 0.4664713189005852, "decode.d8.loss_mask": 0.6160531967878342, "decode.d8.loss_dice": 0.8118501782417298, "time": 0.5316890478134155, "memory": 7261, "step": 69250}
{"lr": 5.9998586205584e-06, "data_time": 0.009276294708251953, "grad_norm": 87.31761054992675, "loss": 25.783225536346436, "decode.loss_cls": 0.5772622033953667, "decode.loss_mask": 0.7072063982486725, "decode.loss_dice": 1.1064953446388244, "decode.d0.loss_cls": 2.1832349717617037, "decode.d0.loss_mask": 0.7799421399831772, "decode.d0.loss_dice": 1.2605668902397156, "decode.d1.loss_cls": 0.683240994811058, "decode.d1.loss_mask": 0.7486038625240325, "decode.d1.loss_dice": 1.171899527311325, "decode.d2.loss_cls": 0.5920110359787941, "decode.d2.loss_mask": 0.7263111621141434, "decode.d2.loss_dice": 1.1317948698997498, "decode.d3.loss_cls": 0.5471671134233475, "decode.d3.loss_mask": 0.7012425124645233, "decode.d3.loss_dice": 1.111681205034256, "decode.d4.loss_cls": 0.5631451591849327, "decode.d4.loss_mask": 0.6975256055593491, "decode.d4.loss_dice": 1.1011065125465394, "decode.d5.loss_cls": 0.5263854935765266, "decode.d5.loss_mask": 0.6986310303211212, "decode.d5.loss_dice": 1.109384250640869, "decode.d6.loss_cls": 0.5364510208368302, "decode.d6.loss_mask": 0.6999674916267395, "decode.d6.loss_dice": 1.0994080603122711, "decode.d7.loss_cls": 0.5406446665525436, "decode.d7.loss_mask": 0.7039423972368241, "decode.d7.loss_dice": 1.1273030757904052, "decode.d8.loss_cls": 0.5507888615131378, "decode.d8.loss_mask": 0.6972899317741394, "decode.d8.loss_dice": 1.1025916516780854, "time": 0.5302328109741211, "memory": 7242, "step": 69300}
{"lr": 5.996881761888378e-06, "data_time": 0.009491062164306641, "grad_norm": 86.36569900512696, "loss": 28.246392059326173, "decode.loss_cls": 0.652084182202816, "decode.loss_mask": 0.7926535844802857, "decode.loss_dice": 1.1609285950660706, "decode.d0.loss_cls": 2.109203052520752, "decode.d0.loss_mask": 0.8860176473855972, "decode.d0.loss_dice": 1.3541433453559875, "decode.d1.loss_cls": 0.9087177336215972, "decode.d1.loss_mask": 0.8122617304325104, "decode.d1.loss_dice": 1.2281017243862151, "decode.d2.loss_cls": 0.7544275745749474, "decode.d2.loss_mask": 0.8159824848175049, "decode.d2.loss_dice": 1.16023850440979, "decode.d3.loss_cls": 0.6554055884480476, "decode.d3.loss_mask": 0.7949167340993881, "decode.d3.loss_dice": 1.145624190568924, "decode.d4.loss_cls": 0.6390428423881531, "decode.d4.loss_mask": 0.7894764602184295, "decode.d4.loss_dice": 1.1471048951148988, "decode.d5.loss_cls": 0.6528187811374664, "decode.d5.loss_mask": 0.8008874893188477, "decode.d5.loss_dice": 1.1563391089439392, "decode.d6.loss_cls": 0.6236710742115974, "decode.d6.loss_mask": 0.8138668686151505, "decode.d6.loss_dice": 1.177500730752945, "decode.d7.loss_cls": 0.639243534207344, "decode.d7.loss_mask": 0.8003866910934448, "decode.d7.loss_dice": 1.1661744177341462, "decode.d8.loss_cls": 0.6691470265388488, "decode.d8.loss_mask": 0.7927725076675415, "decode.d8.loss_dice": 1.14725359082222, "time": 0.5322746515274048, "memory": 7263, "step": 69350}
{"lr": 5.9939047390186346e-06, "data_time": 0.00941624641418457, "grad_norm": 74.9258918762207, "loss": 29.355366039276124, "decode.loss_cls": 0.845093947649002, "decode.loss_mask": 0.7032139644026756, "decode.loss_dice": 1.091185975074768, "decode.d0.loss_cls": 2.52051420211792, "decode.d0.loss_mask": 0.8428388983011246, "decode.d0.loss_dice": 1.3470004677772522, "decode.d1.loss_cls": 1.0371227592229844, "decode.d1.loss_mask": 0.7518936038017273, "decode.d1.loss_dice": 1.180531519651413, "decode.d2.loss_cls": 0.9737960919737816, "decode.d2.loss_mask": 0.7731033533811569, "decode.d2.loss_dice": 1.1511876434087753, "decode.d3.loss_cls": 0.9158476084470749, "decode.d3.loss_mask": 0.7316822618246078, "decode.d3.loss_dice": 1.123563140630722, "decode.d4.loss_cls": 0.9276417881250382, "decode.d4.loss_mask": 0.731614051759243, "decode.d4.loss_dice": 1.1322958171367645, "decode.d5.loss_cls": 0.8820325747132302, "decode.d5.loss_mask": 0.6979746341705322, "decode.d5.loss_dice": 1.1017630875110627, "decode.d6.loss_cls": 0.8963975340127945, "decode.d6.loss_mask": 0.6961753204464912, "decode.d6.loss_dice": 1.071474850177765, "decode.d7.loss_cls": 0.7938106119632721, "decode.d7.loss_mask": 0.7176574915647507, "decode.d7.loss_dice": 1.076053923368454, "decode.d8.loss_cls": 0.798525732755661, "decode.d8.loss_mask": 0.7235705852508545, "decode.d8.loss_dice": 1.1198009431362153, "time": 0.5274813413619995, "memory": 7245, "step": 69400}
{"lr": 5.990927551849484e-06, "data_time": 0.009575819969177246, "grad_norm": 80.88476753234863, "loss": 31.889696311950683, "decode.loss_cls": 1.2414033144712449, "decode.loss_mask": 0.6170261263847351, "decode.loss_dice": 1.1159545823931694, "decode.d0.loss_cls": 2.5128862261772156, "decode.d0.loss_mask": 0.7559018164873124, "decode.d0.loss_dice": 1.4387029767036439, "decode.d1.loss_cls": 1.2950251251459122, "decode.d1.loss_mask": 0.6985016956925392, "decode.d1.loss_dice": 1.2740687265992165, "decode.d2.loss_cls": 1.272264975309372, "decode.d2.loss_mask": 0.6483516693115234, "decode.d2.loss_dice": 1.1971394047141075, "decode.d3.loss_cls": 1.232650202512741, "decode.d3.loss_mask": 0.6349954888224602, "decode.d3.loss_dice": 1.1339867576956748, "decode.d4.loss_cls": 1.251866489648819, "decode.d4.loss_mask": 0.6116292998194695, "decode.d4.loss_dice": 1.1319227889180183, "decode.d5.loss_cls": 1.1290896326303481, "decode.d5.loss_mask": 0.6510434061288833, "decode.d5.loss_dice": 1.1581401333212853, "decode.d6.loss_cls": 1.0938594400882722, "decode.d6.loss_mask": 0.6464426636695861, "decode.d6.loss_dice": 1.1385156854987144, "decode.d7.loss_cls": 1.2590739861130715, "decode.d7.loss_mask": 0.6204131871461869, "decode.d7.loss_dice": 1.13307935744524, "decode.d8.loss_cls": 1.2192936450242997, "decode.d8.loss_mask": 0.6330600053071975, "decode.d8.loss_dice": 1.1434079110622406, "time": 0.5579990148544312, "memory": 7298, "step": 69450}
{"lr": 5.987950200281135e-06, "data_time": 0.009264826774597168, "grad_norm": 77.38449935913086, "loss": 19.721225929260253, "decode.loss_cls": 0.4613961115479469, "decode.loss_mask": 0.5524489462375641, "decode.loss_dice": 0.7918703943490982, "decode.d0.loss_cls": 1.8356908440589905, "decode.d0.loss_mask": 0.5752593070268631, "decode.d0.loss_dice": 0.9020978450775147, "decode.d1.loss_cls": 0.5028676077723503, "decode.d1.loss_mask": 0.5549818813800812, "decode.d1.loss_dice": 0.8223356753587723, "decode.d2.loss_cls": 0.5109693437814713, "decode.d2.loss_mask": 0.5326839506626129, "decode.d2.loss_dice": 0.825919458270073, "decode.d3.loss_cls": 0.5118699133396148, "decode.d3.loss_mask": 0.5566191256046296, "decode.d3.loss_dice": 0.7943907707929612, "decode.d4.loss_cls": 0.4711757957935333, "decode.d4.loss_mask": 0.5633417218923569, "decode.d4.loss_dice": 0.7784642279148102, "decode.d5.loss_cls": 0.45380575507879256, "decode.d5.loss_mask": 0.5561867326498031, "decode.d5.loss_dice": 0.7875554680824279, "decode.d6.loss_cls": 0.44067941457033155, "decode.d6.loss_mask": 0.5588069796562195, "decode.d6.loss_dice": 0.7623911559581756, "decode.d7.loss_cls": 0.47347050458192824, "decode.d7.loss_mask": 0.5681203931570054, "decode.d7.loss_dice": 0.7859346956014633, "decode.d8.loss_cls": 0.4352992534637451, "decode.d8.loss_mask": 0.5543371975421906, "decode.d8.loss_dice": 0.800253939628601, "time": 0.5311333894729614, "memory": 7259, "step": 69500}
{"lr": 5.9849726842136716e-06, "data_time": 0.009299302101135254, "grad_norm": 89.55727310180664, "loss": 23.778269863128664, "decode.loss_cls": 0.7708462104201317, "decode.loss_mask": 0.5867773860692977, "decode.loss_dice": 0.8662960797548294, "decode.d0.loss_cls": 1.9047622799873352, "decode.d0.loss_mask": 0.6272777259349823, "decode.d0.loss_dice": 1.013125579059124, "decode.d1.loss_cls": 0.8037450090050697, "decode.d1.loss_mask": 0.6237877920269966, "decode.d1.loss_dice": 0.9506759956479073, "decode.d2.loss_cls": 0.8026110149919987, "decode.d2.loss_mask": 0.594203569740057, "decode.d2.loss_dice": 0.9283506397157908, "decode.d3.loss_cls": 0.7965340360999107, "decode.d3.loss_mask": 0.5980984404683113, "decode.d3.loss_dice": 0.887822798639536, "decode.d4.loss_cls": 0.7387463584542274, "decode.d4.loss_mask": 0.5943985089659691, "decode.d4.loss_dice": 0.9064458295702934, "decode.d5.loss_cls": 0.7342927470803261, "decode.d5.loss_mask": 0.5864456169307232, "decode.d5.loss_dice": 0.8776116512715817, "decode.d6.loss_cls": 0.7489368967711926, "decode.d6.loss_mask": 0.5948839299380779, "decode.d6.loss_dice": 0.8710309356451035, "decode.d7.loss_cls": 0.7053317002952099, "decode.d7.loss_mask": 0.5951079189777374, "decode.d7.loss_dice": 0.898749028891325, "decode.d8.loss_cls": 0.7094953693449497, "decode.d8.loss_mask": 0.5788767457008361, "decode.d8.loss_dice": 0.88300212174654, "time": 0.5574682712554931, "memory": 7206, "step": 69550}
{"lr": 5.981995003547059e-06, "data_time": 0.009360146522521973, "grad_norm": 91.0421298980713, "loss": 21.147261142730713, "decode.loss_cls": 0.49421457573771477, "decode.loss_mask": 0.5471310257911682, "decode.loss_dice": 0.8175452321767807, "decode.d0.loss_cls": 2.142715334892273, "decode.d0.loss_mask": 0.6231382593512536, "decode.d0.loss_dice": 0.9498376220464706, "decode.d1.loss_cls": 0.6705236583948135, "decode.d1.loss_mask": 0.6009160801768303, "decode.d1.loss_dice": 0.8594092905521393, "decode.d2.loss_cls": 0.6676831632852555, "decode.d2.loss_mask": 0.5727642148733139, "decode.d2.loss_dice": 0.8221414178609848, "decode.d3.loss_cls": 0.5916332468390465, "decode.d3.loss_mask": 0.5470298647880554, "decode.d3.loss_dice": 0.813167604804039, "decode.d4.loss_cls": 0.6204078301787377, "decode.d4.loss_mask": 0.5484105125069618, "decode.d4.loss_dice": 0.8194022089242935, "decode.d5.loss_cls": 0.5552565202116966, "decode.d5.loss_mask": 0.5331127375364304, "decode.d5.loss_dice": 0.7988786280155182, "decode.d6.loss_cls": 0.5230778649449348, "decode.d6.loss_mask": 0.5520250558853149, "decode.d6.loss_dice": 0.8013933569192886, "decode.d7.loss_cls": 0.5110464625060558, "decode.d7.loss_mask": 0.5451024815440177, "decode.d7.loss_dice": 0.7964198231697083, "decode.d8.loss_cls": 0.4753445893526077, "decode.d8.loss_mask": 0.5374871388077735, "decode.d8.loss_dice": 0.810045076906681, "time": 0.5322421550750732, "memory": 7218, "step": 69600}
{"lr": 5.979017158181157e-06, "data_time": 0.009423327445983887, "grad_norm": 84.70511360168457, "loss": 25.212922668457033, "decode.loss_cls": 0.576257686316967, "decode.loss_mask": 0.6720062226057053, "decode.loss_dice": 1.0156159818172454, "decode.d0.loss_cls": 2.308239459991455, "decode.d0.loss_mask": 0.7789938867092132, "decode.d0.loss_dice": 1.2094503879547118, "decode.d1.loss_cls": 0.756809002161026, "decode.d1.loss_mask": 0.7012444108724594, "decode.d1.loss_dice": 1.0889009177684783, "decode.d2.loss_cls": 0.6630789667367936, "decode.d2.loss_mask": 0.6912182733416558, "decode.d2.loss_dice": 1.0163954377174378, "decode.d3.loss_cls": 0.6240326195955277, "decode.d3.loss_mask": 0.6695745304226876, "decode.d3.loss_dice": 1.0171177089214325, "decode.d4.loss_cls": 0.5932687819004059, "decode.d4.loss_mask": 0.6797546923160553, "decode.d4.loss_dice": 1.020935493707657, "decode.d5.loss_cls": 0.5883740097284317, "decode.d5.loss_mask": 0.6788201302289962, "decode.d5.loss_dice": 1.0118550598621368, "decode.d6.loss_cls": 0.5796151205897331, "decode.d6.loss_mask": 0.6526087582111358, "decode.d6.loss_dice": 1.0139768421649933, "decode.d7.loss_cls": 0.62936951816082, "decode.d7.loss_mask": 0.668906283378601, "decode.d7.loss_dice": 1.0157808005809783, "decode.d8.loss_cls": 0.5820781648159027, "decode.d8.loss_mask": 0.6758069828152656, "decode.d8.loss_dice": 1.0328361511230468, "time": 0.5586178302764893, "memory": 7244, "step": 69650}
{"lr": 5.976039148015703e-06, "data_time": 0.009400296211242675, "grad_norm": 89.27163848876953, "loss": 20.021327114105226, "decode.loss_cls": 0.42438683211803435, "decode.loss_mask": 0.6079182893037796, "decode.loss_dice": 0.8229527324438095, "decode.d0.loss_cls": 1.6596779942512512, "decode.d0.loss_mask": 0.649038577079773, "decode.d0.loss_dice": 0.9063307464122772, "decode.d1.loss_cls": 0.5831697601824999, "decode.d1.loss_mask": 0.6021960973739624, "decode.d1.loss_dice": 0.860957670211792, "decode.d2.loss_cls": 0.4616310067474842, "decode.d2.loss_mask": 0.5929092586040496, "decode.d2.loss_dice": 0.8076683163642884, "decode.d3.loss_cls": 0.4021375007927418, "decode.d3.loss_mask": 0.6027027875185013, "decode.d3.loss_dice": 0.829510560631752, "decode.d4.loss_cls": 0.39149585403501985, "decode.d4.loss_mask": 0.6081109344959259, "decode.d4.loss_dice": 0.8470446199178696, "decode.d5.loss_cls": 0.41072855088859794, "decode.d5.loss_mask": 0.602742537856102, "decode.d5.loss_dice": 0.8275756120681763, "decode.d6.loss_cls": 0.4269190214574337, "decode.d6.loss_mask": 0.6073346406221389, "decode.d6.loss_dice": 0.8300946563482284, "decode.d7.loss_cls": 0.4059972517192364, "decode.d7.loss_mask": 0.6108981728553772, "decode.d7.loss_dice": 0.8328990906476974, "decode.d8.loss_cls": 0.3653272058814764, "decode.d8.loss_mask": 0.6030559837818146, "decode.d8.loss_dice": 0.8379148036241532, "time": 0.531119418144226, "memory": 7245, "step": 69700}
{"lr": 5.973060972950321e-06, "data_time": 0.009212064743041991, "grad_norm": 88.98699951171875, "loss": 28.133398818969727, "decode.loss_cls": 0.751002898812294, "decode.loss_mask": 0.6605401247739792, "decode.loss_dice": 1.1673450589179992, "decode.d0.loss_cls": 2.2083802044391634, "decode.d0.loss_mask": 0.7245637744665145, "decode.d0.loss_dice": 1.4409299492835999, "decode.d1.loss_cls": 0.821933588385582, "decode.d1.loss_mask": 0.699794602394104, "decode.d1.loss_dice": 1.2729555070400238, "decode.d2.loss_cls": 0.9033972442150116, "decode.d2.loss_mask": 0.6674632102251052, "decode.d2.loss_dice": 1.2072028040885925, "decode.d3.loss_cls": 0.7874348849058151, "decode.d3.loss_mask": 0.6666972011327743, "decode.d3.loss_dice": 1.1874235808849334, "decode.d4.loss_cls": 0.7714252293109893, "decode.d4.loss_mask": 0.6751191437244415, "decode.d4.loss_dice": 1.200375258922577, "decode.d5.loss_cls": 0.7708155781030654, "decode.d5.loss_mask": 0.6531454712152481, "decode.d5.loss_dice": 1.181440031528473, "decode.d6.loss_cls": 0.7209197968244553, "decode.d6.loss_mask": 0.6530286967754364, "decode.d6.loss_dice": 1.1626532971858978, "decode.d7.loss_cls": 0.7569400489330291, "decode.d7.loss_mask": 0.6541860848665237, "decode.d7.loss_dice": 1.196603935956955, "decode.d8.loss_cls": 0.7389850229024887, "decode.d8.loss_mask": 0.6508130609989167, "decode.d8.loss_dice": 1.1798843324184418, "time": 0.5318415880203247, "memory": 7202, "step": 69750}
{"lr": 5.9700826328845086e-06, "data_time": 0.00946502685546875, "grad_norm": 103.32685165405273, "loss": 30.094033622741698, "decode.loss_cls": 0.6804068043828011, "decode.loss_mask": 0.8586668074131012, "decode.loss_dice": 1.180998957157135, "decode.d0.loss_cls": 2.5728882551193237, "decode.d0.loss_mask": 0.9310945928096771, "decode.d0.loss_dice": 1.3723892569541931, "decode.d1.loss_cls": 0.8942355036735534, "decode.d1.loss_mask": 0.8877212643623352, "decode.d1.loss_dice": 1.2597657918930054, "decode.d2.loss_cls": 0.7811567679047584, "decode.d2.loss_mask": 0.8730651587247849, "decode.d2.loss_dice": 1.236193799972534, "decode.d3.loss_cls": 0.7282874509692192, "decode.d3.loss_mask": 0.8945131599903107, "decode.d3.loss_dice": 1.1840786993503571, "decode.d4.loss_cls": 0.7475581303238868, "decode.d4.loss_mask": 0.8837954640388489, "decode.d4.loss_dice": 1.1835127770900726, "decode.d5.loss_cls": 0.726683321595192, "decode.d5.loss_mask": 0.885244932770729, "decode.d5.loss_dice": 1.1601408302783967, "decode.d6.loss_cls": 0.7035215735435486, "decode.d6.loss_mask": 0.8654248744249344, "decode.d6.loss_dice": 1.1784342706203461, "decode.d7.loss_cls": 0.6511439606547356, "decode.d7.loss_mask": 0.870521679520607, "decode.d7.loss_dice": 1.1731561422348022, "decode.d8.loss_cls": 0.7019890062510967, "decode.d8.loss_mask": 0.8522972613573074, "decode.d8.loss_dice": 1.1751458764076232, "time": 0.5594569444656372, "memory": 7257, "step": 69800}
{"lr": 5.967104127717658e-06, "data_time": 0.009298753738403321, "grad_norm": 92.43601608276367, "loss": 27.698134231567384, "decode.loss_cls": 0.8099582016468048, "decode.loss_mask": 0.6722203910350799, "decode.loss_dice": 0.9850453972816468, "decode.d0.loss_cls": 2.5305818200111387, "decode.d0.loss_mask": 0.7796116024255753, "decode.d0.loss_dice": 1.1785618007183074, "decode.d1.loss_cls": 1.024155330657959, "decode.d1.loss_mask": 0.7752091616392136, "decode.d1.loss_dice": 1.0898318767547608, "decode.d2.loss_cls": 1.005630674958229, "decode.d2.loss_mask": 0.7034463733434677, "decode.d2.loss_dice": 1.0292901694774628, "decode.d3.loss_cls": 0.8617417946457863, "decode.d3.loss_mask": 0.7188474774360657, "decode.d3.loss_dice": 1.039913135766983, "decode.d4.loss_cls": 0.8466999650001525, "decode.d4.loss_mask": 0.6899854183197022, "decode.d4.loss_dice": 1.022693580389023, "decode.d5.loss_cls": 0.8013015046715737, "decode.d5.loss_mask": 0.6921927243471145, "decode.d5.loss_dice": 0.9819815158843994, "decode.d6.loss_cls": 0.8789181277155876, "decode.d6.loss_mask": 0.6891142457723618, "decode.d6.loss_dice": 0.9910907685756684, "decode.d7.loss_cls": 0.7760791450738906, "decode.d7.loss_mask": 0.6760029703378677, "decode.d7.loss_dice": 0.9937264174222946, "decode.d8.loss_cls": 0.821485011279583, "decode.d8.loss_mask": 0.6671873182058334, "decode.d8.loss_dice": 0.9656316071748734, "time": 0.5317647695541382, "memory": 7303, "step": 69850}
{"lr": 5.964125457349037e-06, "data_time": 0.009430885314941406, "grad_norm": 85.8434051513672, "loss": 27.935333061218262, "decode.loss_cls": 0.6077295213937759, "decode.loss_mask": 0.8215671449899673, "decode.loss_dice": 1.1424784004688262, "decode.d0.loss_cls": 2.2216320991516114, "decode.d0.loss_mask": 0.9357633590698242, "decode.d0.loss_dice": 1.270829677581787, "decode.d1.loss_cls": 0.7103078410029411, "decode.d1.loss_mask": 0.8810473859310151, "decode.d1.loss_dice": 1.2481219172477722, "decode.d2.loss_cls": 0.6501627087593078, "decode.d2.loss_mask": 0.8285433262586593, "decode.d2.loss_dice": 1.128107523918152, "decode.d3.loss_cls": 0.6406826138496399, "decode.d3.loss_mask": 0.8040681481361389, "decode.d3.loss_dice": 1.1452789962291718, "decode.d4.loss_cls": 0.631501218676567, "decode.d4.loss_mask": 0.7987424075603485, "decode.d4.loss_dice": 1.1553462088108062, "decode.d5.loss_cls": 0.6583471730351448, "decode.d5.loss_mask": 0.805345419049263, "decode.d5.loss_dice": 1.1280482292175293, "decode.d6.loss_cls": 0.644221630692482, "decode.d6.loss_mask": 0.812930577993393, "decode.d6.loss_dice": 1.1470679104328156, "decode.d7.loss_cls": 0.6401025116443634, "decode.d7.loss_mask": 0.8101884454488755, "decode.d7.loss_dice": 1.1172635972499847, "decode.d8.loss_cls": 0.5893124088644981, "decode.d8.loss_mask": 0.8167404174804688, "decode.d8.loss_dice": 1.143854123353958, "time": 0.5309291839599609, "memory": 7216, "step": 69900}
{"lr": 5.9611466216777975e-06, "data_time": 0.009124851226806641, "grad_norm": 81.28547286987305, "loss": 21.84283227920532, "decode.loss_cls": 0.6168757602572441, "decode.loss_mask": 0.5383540183305741, "decode.loss_dice": 0.8614391282200813, "decode.d0.loss_cls": 1.8890273094177246, "decode.d0.loss_mask": 0.5693131253123284, "decode.d0.loss_dice": 0.9753955006599426, "decode.d1.loss_cls": 0.7473580837249756, "decode.d1.loss_mask": 0.5418637573719025, "decode.d1.loss_dice": 0.8993988886475563, "decode.d2.loss_cls": 0.6725051403045654, "decode.d2.loss_mask": 0.5278530873358249, "decode.d2.loss_dice": 0.862869767844677, "decode.d3.loss_cls": 0.6829227864742279, "decode.d3.loss_mask": 0.5487617284059525, "decode.d3.loss_dice": 0.8500191569328308, "decode.d4.loss_cls": 0.6247920259833336, "decode.d4.loss_mask": 0.5229658573865891, "decode.d4.loss_dice": 0.8275877714157105, "decode.d5.loss_cls": 0.6182282492518425, "decode.d5.loss_mask": 0.5325808316469193, "decode.d5.loss_dice": 0.8294646441936493, "decode.d6.loss_cls": 0.6246564373373985, "decode.d6.loss_mask": 0.5484671577811241, "decode.d6.loss_dice": 0.8879969328641891, "decode.d7.loss_cls": 0.6010860115289688, "decode.d7.loss_mask": 0.5622917175292969, "decode.d7.loss_dice": 0.8867484897375106, "decode.d8.loss_cls": 0.5780403137207031, "decode.d8.loss_mask": 0.5578991651535035, "decode.d8.loss_dice": 0.8560687959194183, "time": 0.5333130121231079, "memory": 7262, "step": 69950}
{"lr": 5.9581676206029755e-06, "data_time": 0.009153413772583007, "grad_norm": 81.99045104980469, "loss": 26.746744775772093, "decode.loss_cls": 0.6218206495046615, "decode.loss_mask": 0.7395750626921653, "decode.loss_dice": 1.0136828392744064, "decode.d0.loss_cls": 2.454973316192627, "decode.d0.loss_mask": 0.7891925781965256, "decode.d0.loss_dice": 1.191409033536911, "decode.d1.loss_cls": 0.8770868510007859, "decode.d1.loss_mask": 0.6953267768025398, "decode.d1.loss_dice": 1.0817784935235977, "decode.d2.loss_cls": 0.7627717927098274, "decode.d2.loss_mask": 0.7372692316770554, "decode.d2.loss_dice": 1.060790202021599, "decode.d3.loss_cls": 0.7459090813994408, "decode.d3.loss_mask": 0.7091557830572128, "decode.d3.loss_dice": 0.9991467997431756, "decode.d4.loss_cls": 0.7675801530480385, "decode.d4.loss_mask": 0.6951132386922836, "decode.d4.loss_dice": 1.0547947093844414, "decode.d5.loss_cls": 0.7514362141489983, "decode.d5.loss_mask": 0.690819101035595, "decode.d5.loss_dice": 1.0440970838069916, "decode.d6.loss_cls": 0.6871828436851501, "decode.d6.loss_mask": 0.725126975774765, "decode.d6.loss_dice": 1.040893368422985, "decode.d7.loss_cls": 0.6311541974544526, "decode.d7.loss_mask": 0.7508348777890206, "decode.d7.loss_dice": 1.0507197082042694, "decode.d8.loss_cls": 0.5681884467601777, "decode.d8.loss_mask": 0.755687053501606, "decode.d8.loss_dice": 1.0532268270850182, "time": 0.5328948497772217, "memory": 7251, "step": 70000}
{"aAcc": 83.89, "mIoU": 51.33, "mAcc": 64.66, "data_time": 0.001918026175631945, "time": 0.18406241918465055, "step": 70000}
{"lr": 5.955188454023484e-06, "data_time": 0.00987071990966797, "grad_norm": 86.1882511138916, "loss": 27.827677726745605, "decode.loss_cls": 0.7255069792270661, "decode.loss_mask": 0.643447881937027, "decode.loss_dice": 1.1108220040798187, "decode.d0.loss_cls": 2.2687015533447266, "decode.d0.loss_mask": 0.7554048001766205, "decode.d0.loss_dice": 1.2980763763189316, "decode.d1.loss_cls": 0.9369582965970039, "decode.d1.loss_mask": 0.716341632604599, "decode.d1.loss_dice": 1.257473388314247, "decode.d2.loss_cls": 0.8770556151866913, "decode.d2.loss_mask": 0.6768652737140656, "decode.d2.loss_dice": 1.163667380809784, "decode.d3.loss_cls": 0.860665363073349, "decode.d3.loss_mask": 0.6815877467393875, "decode.d3.loss_dice": 1.1247027099132538, "decode.d4.loss_cls": 0.8164023488759995, "decode.d4.loss_mask": 0.682516485452652, "decode.d4.loss_dice": 1.1199954152107239, "decode.d5.loss_cls": 0.8439863592386245, "decode.d5.loss_mask": 0.6543421804904938, "decode.d5.loss_dice": 1.0968675136566162, "decode.d6.loss_cls": 0.7344506219029426, "decode.d6.loss_mask": 0.6512923538684845, "decode.d6.loss_dice": 1.1249044418334961, "decode.d7.loss_cls": 0.735313569009304, "decode.d7.loss_mask": 0.6534105271100998, "decode.d7.loss_dice": 1.1176215171813966, "decode.d8.loss_cls": 0.7322758063673973, "decode.d8.loss_mask": 0.6551803648471832, "decode.d8.loss_dice": 1.1118400335311889, "time": 0.5317428827285766, "memory": 7234, "step": 70050}
{"lr": 5.9522091218381254e-06, "data_time": 0.009816265106201172, "grad_norm": 92.42643699645996, "loss": 19.08298292160034, "decode.loss_cls": 0.3547473533079028, "decode.loss_mask": 0.5504280000925064, "decode.loss_dice": 0.7499006405472756, "decode.d0.loss_cls": 2.163615846633911, "decode.d0.loss_mask": 0.6071000188589096, "decode.d0.loss_dice": 0.8483771935105324, "decode.d1.loss_cls": 0.5525897592306137, "decode.d1.loss_mask": 0.5580189466476441, "decode.d1.loss_dice": 0.8372584521770478, "decode.d2.loss_cls": 0.4630795495584607, "decode.d2.loss_mask": 0.5549091592431068, "decode.d2.loss_dice": 0.7881551504135131, "decode.d3.loss_cls": 0.4341087892651558, "decode.d3.loss_mask": 0.5219692587852478, "decode.d3.loss_dice": 0.7397267103195191, "decode.d4.loss_cls": 0.4093693930655718, "decode.d4.loss_mask": 0.5257889106869698, "decode.d4.loss_dice": 0.7647922039031982, "decode.d5.loss_cls": 0.36729008741676805, "decode.d5.loss_mask": 0.5321324303746223, "decode.d5.loss_dice": 0.7769633084535599, "decode.d6.loss_cls": 0.3724588263779879, "decode.d6.loss_mask": 0.5541440054774285, "decode.d6.loss_dice": 0.7502810209989548, "decode.d7.loss_cls": 0.3418121895752847, "decode.d7.loss_mask": 0.5498329013586044, "decode.d7.loss_dice": 0.7746482789516449, "decode.d8.loss_cls": 0.3376111019402742, "decode.d8.loss_mask": 0.5476896777749062, "decode.d8.loss_dice": 0.7541830152273178, "time": 0.5545865774154664, "memory": 7199, "step": 70100}
{"lr": 5.949229623945582e-06, "data_time": 0.00994405746459961, "grad_norm": 76.89191703796386, "loss": 22.075287055969238, "decode.loss_cls": 0.5110236227512359, "decode.loss_mask": 0.7006435811519622, "decode.loss_dice": 0.8059348315000534, "decode.d0.loss_cls": 2.0913726925849914, "decode.d0.loss_mask": 0.7312384814023971, "decode.d0.loss_dice": 0.917800423502922, "decode.d1.loss_cls": 0.6645776882767678, "decode.d1.loss_mask": 0.6836114883422851, "decode.d1.loss_dice": 0.85520900785923, "decode.d2.loss_cls": 0.6602571114897728, "decode.d2.loss_mask": 0.6551117479801178, "decode.d2.loss_dice": 0.800045982003212, "decode.d3.loss_cls": 0.5484361082315445, "decode.d3.loss_mask": 0.6897133409976959, "decode.d3.loss_dice": 0.8017721921205521, "decode.d4.loss_cls": 0.5580582082271576, "decode.d4.loss_mask": 0.6809687823057174, "decode.d4.loss_dice": 0.7715608209371567, "decode.d5.loss_cls": 0.5042071856558323, "decode.d5.loss_mask": 0.6953083723783493, "decode.d5.loss_dice": 0.8008181333541871, "decode.d6.loss_cls": 0.5174549803137779, "decode.d6.loss_mask": 0.671608391404152, "decode.d6.loss_dice": 0.7827828794717788, "decode.d7.loss_cls": 0.5155595079064369, "decode.d7.loss_mask": 0.6766987174749375, "decode.d7.loss_dice": 0.8046830400824547, "decode.d8.loss_cls": 0.5003298565745353, "decode.d8.loss_mask": 0.6820043802261353, "decode.d8.loss_dice": 0.7964942514896393, "time": 0.5319813966751099, "memory": 7224, "step": 70150}
{"lr": 5.946249960244414e-06, "data_time": 0.010345816612243652, "grad_norm": 85.54058609008788, "loss": 24.887597131729127, "decode.loss_cls": 0.6111241836100817, "decode.loss_mask": 0.796344268321991, "decode.loss_dice": 0.8860808447003364, "decode.d0.loss_cls": 2.071241670846939, "decode.d0.loss_mask": 0.8601874813437462, "decode.d0.loss_dice": 1.03671093583107, "decode.d1.loss_cls": 0.8699746355414391, "decode.d1.loss_mask": 0.7821994677186013, "decode.d1.loss_dice": 0.8940736457705498, "decode.d2.loss_cls": 0.6866568002849818, "decode.d2.loss_mask": 0.7874182879924774, "decode.d2.loss_dice": 0.9005490869283677, "decode.d3.loss_cls": 0.6423806644976139, "decode.d3.loss_mask": 0.7976469486951828, "decode.d3.loss_dice": 0.8822313919663429, "decode.d4.loss_cls": 0.6262327544391155, "decode.d4.loss_mask": 0.7715546756982803, "decode.d4.loss_dice": 0.8890216022729873, "decode.d5.loss_cls": 0.6038427943363786, "decode.d5.loss_mask": 0.7752845913171769, "decode.d5.loss_dice": 0.874942284822464, "decode.d6.loss_cls": 0.6874978601932525, "decode.d6.loss_mask": 0.7621186777949334, "decode.d6.loss_dice": 0.8436690688133239, "decode.d7.loss_cls": 0.6671949351206422, "decode.d7.loss_mask": 0.7653843119740487, "decode.d7.loss_dice": 0.8571248710155487, "decode.d8.loss_cls": 0.6077188212424517, "decode.d8.loss_mask": 0.7667936846613884, "decode.d8.loss_dice": 0.8843949809670448, "time": 0.5330419540405273, "memory": 7255, "step": 70200}
{"lr": 5.943270130633068e-06, "data_time": 0.009947967529296876, "grad_norm": 106.87775497436523, "loss": 24.44501304626465, "decode.loss_cls": 0.5078822180628777, "decode.loss_mask": 0.7585221946239471, "decode.loss_dice": 0.9376226365566254, "decode.d0.loss_cls": 1.7868193209171295, "decode.d0.loss_mask": 0.8326602220535279, "decode.d0.loss_dice": 1.1996625125408173, "decode.d1.loss_cls": 0.6408242046833038, "decode.d1.loss_mask": 0.7770216286182403, "decode.d1.loss_dice": 1.0538956284523011, "decode.d2.loss_cls": 0.5920592710375786, "decode.d2.loss_mask": 0.771212899684906, "decode.d2.loss_dice": 1.0028195142745973, "decode.d3.loss_cls": 0.5856328547000885, "decode.d3.loss_mask": 0.7648539662361145, "decode.d3.loss_dice": 0.9759938836097717, "decode.d4.loss_cls": 0.5725063055753707, "decode.d4.loss_mask": 0.7602494150400162, "decode.d4.loss_dice": 0.9446798026561737, "decode.d5.loss_cls": 0.5674709573388099, "decode.d5.loss_mask": 0.7711759507656097, "decode.d5.loss_dice": 0.9691525459289551, "decode.d6.loss_cls": 0.5391919076442718, "decode.d6.loss_mask": 0.7635654985904694, "decode.d6.loss_dice": 0.9440992295742034, "decode.d7.loss_cls": 0.5117745935916901, "decode.d7.loss_mask": 0.7598033517599105, "decode.d7.loss_dice": 0.9384043574333191, "decode.d8.loss_cls": 0.5136689350008965, "decode.d8.loss_mask": 0.7690985143184662, "decode.d8.loss_dice": 0.9326902627944946, "time": 0.5588845491409302, "memory": 7187, "step": 70250}
{"lr": 5.940290135009865e-06, "data_time": 0.00989062786102295, "grad_norm": 104.9548324584961, "loss": 30.466804885864256, "decode.loss_cls": 0.6953280285000801, "decode.loss_mask": 0.7542294979095459, "decode.loss_dice": 1.284838455915451, "decode.d0.loss_cls": 2.4587281227111815, "decode.d0.loss_mask": 0.8599700272083283, "decode.d0.loss_dice": 1.4902164459228515, "decode.d1.loss_cls": 1.0038509905338286, "decode.d1.loss_mask": 0.7784861981868744, "decode.d1.loss_dice": 1.3556317746639253, "decode.d2.loss_cls": 0.8453233137726783, "decode.d2.loss_mask": 0.7685395777225494, "decode.d2.loss_dice": 1.3404071092605592, "decode.d3.loss_cls": 0.838341024518013, "decode.d3.loss_mask": 0.7756351351737976, "decode.d3.loss_dice": 1.3108251571655274, "decode.d4.loss_cls": 0.7681849256157876, "decode.d4.loss_mask": 0.7538365423679352, "decode.d4.loss_dice": 1.3113507866859435, "decode.d5.loss_cls": 0.7344402864575386, "decode.d5.loss_mask": 0.7451841950416564, "decode.d5.loss_dice": 1.3440386027097702, "decode.d6.loss_cls": 0.7802796319127083, "decode.d6.loss_mask": 0.7525154531002045, "decode.d6.loss_dice": 1.2829710721969605, "decode.d7.loss_cls": 0.6880511209368706, "decode.d7.loss_mask": 0.7611235409975052, "decode.d7.loss_dice": 1.2719042241573333, "decode.d8.loss_cls": 0.685780082643032, "decode.d8.loss_mask": 0.748043692111969, "decode.d8.loss_dice": 1.2787489593029022, "time": 0.5341050863265991, "memory": 7315, "step": 70300}
{"lr": 5.937309973273019e-06, "data_time": 0.009806466102600098, "grad_norm": 85.17163009643555, "loss": 27.739445972442628, "decode.loss_cls": 0.6155755057930946, "decode.loss_mask": 0.6989379316568375, "decode.loss_dice": 1.1897046208381652, "decode.d0.loss_cls": 2.2286092758178713, "decode.d0.loss_mask": 0.7322967350482941, "decode.d0.loss_dice": 1.4267928272485733, "decode.d1.loss_cls": 0.8466161228716373, "decode.d1.loss_mask": 0.7604001492261887, "decode.d1.loss_dice": 1.2653047531843185, "decode.d2.loss_cls": 0.7500244818627835, "decode.d2.loss_mask": 0.7346219748258591, "decode.d2.loss_dice": 1.253856787085533, "decode.d3.loss_cls": 0.672552440315485, "decode.d3.loss_mask": 0.7279052197933197, "decode.d3.loss_dice": 1.2233904272317886, "decode.d4.loss_cls": 0.6278553359210491, "decode.d4.loss_mask": 0.7011039078235626, "decode.d4.loss_dice": 1.1942334353923798, "decode.d5.loss_cls": 0.6331507228314877, "decode.d5.loss_mask": 0.7056832164525986, "decode.d5.loss_dice": 1.2040821820497514, "decode.d6.loss_cls": 0.6062930878251791, "decode.d6.loss_mask": 0.7235179781913758, "decode.d6.loss_dice": 1.2075930327177047, "decode.d7.loss_cls": 0.5987971000373363, "decode.d7.loss_mask": 0.7066575422883034, "decode.d7.loss_dice": 1.1907054424285888, "decode.d8.loss_cls": 0.5985308662056923, "decode.d8.loss_mask": 0.7114964962005615, "decode.d8.loss_dice": 1.2031551599502563, "time": 0.5583856105804443, "memory": 7274, "step": 70350}
{"lr": 5.934329645320607e-06, "data_time": 0.009266352653503418, "grad_norm": 98.09927673339844, "loss": 24.890603828430176, "decode.loss_cls": 0.6731858626008034, "decode.loss_mask": 0.6046713799238205, "decode.loss_dice": 0.9687195539474487, "decode.d0.loss_cls": 2.19618616104126, "decode.d0.loss_mask": 0.6665081143379211, "decode.d0.loss_dice": 1.1401007890701294, "decode.d1.loss_cls": 0.8239393025636673, "decode.d1.loss_mask": 0.6356577068567276, "decode.d1.loss_dice": 1.069935491681099, "decode.d2.loss_cls": 0.7439961329102516, "decode.d2.loss_mask": 0.6269671559333801, "decode.d2.loss_dice": 1.006794422864914, "decode.d3.loss_cls": 0.7631890505552292, "decode.d3.loss_mask": 0.6235932767391205, "decode.d3.loss_dice": 0.995331397652626, "decode.d4.loss_cls": 0.7238576650619507, "decode.d4.loss_mask": 0.617643178999424, "decode.d4.loss_dice": 0.9705787658691406, "decode.d5.loss_cls": 0.7224565222859383, "decode.d5.loss_mask": 0.617107430100441, "decode.d5.loss_dice": 0.9955678761005402, "decode.d6.loss_cls": 0.682271671295166, "decode.d6.loss_mask": 0.6194245636463165, "decode.d6.loss_dice": 0.9612053692340851, "decode.d7.loss_cls": 0.6701428219676018, "decode.d7.loss_mask": 0.6028328508138656, "decode.d7.loss_dice": 0.9492970764636993, "decode.d8.loss_cls": 0.643406280875206, "decode.d8.loss_mask": 0.618633297085762, "decode.d8.loss_dice": 0.9574008554220199, "time": 0.5322547435760498, "memory": 7227, "step": 70400}
{"lr": 5.931349151050609e-06, "data_time": 0.00891730785369873, "grad_norm": 83.20386505126953, "loss": 22.579878330230713, "decode.loss_cls": 0.4553796239197254, "decode.loss_mask": 0.6323213636875152, "decode.loss_dice": 0.9472237229347229, "decode.d0.loss_cls": 1.924906039237976, "decode.d0.loss_mask": 0.6984268546104431, "decode.d0.loss_dice": 1.0669218763709067, "decode.d1.loss_cls": 0.554420380294323, "decode.d1.loss_mask": 0.6717290550470352, "decode.d1.loss_dice": 1.0516162902116775, "decode.d2.loss_cls": 0.47367525547742845, "decode.d2.loss_mask": 0.6791074931621551, "decode.d2.loss_dice": 1.0258952423930168, "decode.d3.loss_cls": 0.46133110746741296, "decode.d3.loss_mask": 0.6445107877254486, "decode.d3.loss_dice": 0.980456018447876, "decode.d4.loss_cls": 0.4467771269381046, "decode.d4.loss_mask": 0.637131717801094, "decode.d4.loss_dice": 0.9821507081389427, "decode.d5.loss_cls": 0.5079667143523693, "decode.d5.loss_mask": 0.6369764059782028, "decode.d5.loss_dice": 0.9532355517148972, "decode.d6.loss_cls": 0.46420054584741594, "decode.d6.loss_mask": 0.627176946401596, "decode.d6.loss_dice": 0.9433710157871247, "decode.d7.loss_cls": 0.45413955226540564, "decode.d7.loss_mask": 0.6402497291564941, "decode.d7.loss_dice": 0.9625967472791672, "decode.d8.loss_cls": 0.45278386808931825, "decode.d8.loss_mask": 0.6450223028659821, "decode.d8.loss_dice": 0.9581786051392556, "time": 0.5315107107162476, "memory": 7275, "step": 70450}
{"lr": 5.928368490360862e-06, "data_time": 0.009356403350830078, "grad_norm": 89.8370864868164, "loss": 26.743583488464356, "decode.loss_cls": 0.4801310427486897, "decode.loss_mask": 0.754341259598732, "decode.loss_dice": 1.1984181940555572, "decode.d0.loss_cls": 1.8953495383262635, "decode.d0.loss_mask": 0.8504285782575607, "decode.d0.loss_dice": 1.366866409778595, "decode.d1.loss_cls": 0.7211372420191765, "decode.d1.loss_mask": 0.798510080575943, "decode.d1.loss_dice": 1.2721159517765046, "decode.d2.loss_cls": 0.5814032509922982, "decode.d2.loss_mask": 0.7995563209056854, "decode.d2.loss_dice": 1.2372895449399948, "decode.d3.loss_cls": 0.5259078629314899, "decode.d3.loss_mask": 0.7835444867610931, "decode.d3.loss_dice": 1.2206617295742035, "decode.d4.loss_cls": 0.49854141026735305, "decode.d4.loss_mask": 0.7940659284591675, "decode.d4.loss_dice": 1.2236886739730835, "decode.d5.loss_cls": 0.48052649050951, "decode.d5.loss_mask": 0.7844639867544174, "decode.d5.loss_dice": 1.2025836020708085, "decode.d6.loss_cls": 0.45575425326824187, "decode.d6.loss_mask": 0.7959017902612686, "decode.d6.loss_dice": 1.1943471372127532, "decode.d7.loss_cls": 0.48615064918994905, "decode.d7.loss_mask": 0.7527876734733582, "decode.d7.loss_dice": 1.1694487869739532, "decode.d8.loss_cls": 0.45583534315228463, "decode.d8.loss_mask": 0.7731945037841796, "decode.d8.loss_dice": 1.1906313985586165, "time": 0.5565285205841064, "memory": 7248, "step": 70500}
{"lr": 5.925387663149096e-06, "data_time": 0.00950467586517334, "grad_norm": 94.18210868835449, "loss": 23.43758201599121, "decode.loss_cls": 0.5254880443215371, "decode.loss_mask": 0.7075458228588104, "decode.loss_dice": 0.8492515534162521, "decode.d0.loss_cls": 2.2017048597335815, "decode.d0.loss_mask": 0.8202600061893464, "decode.d0.loss_dice": 1.0192123293876647, "decode.d1.loss_cls": 0.6657563626766205, "decode.d1.loss_mask": 0.7371592372655869, "decode.d1.loss_dice": 0.9953743517398834, "decode.d2.loss_cls": 0.600017124414444, "decode.d2.loss_mask": 0.7385435044765473, "decode.d2.loss_dice": 0.9438017249107361, "decode.d3.loss_cls": 0.5532580852508545, "decode.d3.loss_mask": 0.7323064416646957, "decode.d3.loss_dice": 0.9008766680955886, "decode.d4.loss_cls": 0.5347801208496094, "decode.d4.loss_mask": 0.7129347622394562, "decode.d4.loss_dice": 0.9046582847833633, "decode.d5.loss_cls": 0.5104736164212227, "decode.d5.loss_mask": 0.6993045717477798, "decode.d5.loss_dice": 0.8818465054035187, "decode.d6.loss_cls": 0.5407905787229538, "decode.d6.loss_mask": 0.7027310281991959, "decode.d6.loss_dice": 0.8602069318294525, "decode.d7.loss_cls": 0.5026883944869042, "decode.d7.loss_mask": 0.6962148904800415, "decode.d7.loss_dice": 0.8345496326684951, "decode.d8.loss_cls": 0.513184854388237, "decode.d8.loss_mask": 0.699508348107338, "decode.d8.loss_dice": 0.8531526803970337, "time": 0.5315082550048829, "memory": 7243, "step": 70550}
{"lr": 5.922406669312924e-06, "data_time": 0.009641790390014648, "grad_norm": 88.36712493896485, "loss": 24.21018867492676, "decode.loss_cls": 0.5007711872458458, "decode.loss_mask": 0.6220489710569381, "decode.loss_dice": 1.0855735018849373, "decode.d0.loss_cls": 2.0727102279663088, "decode.d0.loss_mask": 0.6661642402410507, "decode.d0.loss_dice": 1.2727574564516544, "decode.d1.loss_cls": 0.6851655766367912, "decode.d1.loss_mask": 0.6199284493923187, "decode.d1.loss_dice": 1.1779465593397618, "decode.d2.loss_cls": 0.5363646253943444, "decode.d2.loss_mask": 0.6330729454755784, "decode.d2.loss_dice": 1.1264185428619384, "decode.d3.loss_cls": 0.49593463689088824, "decode.d3.loss_mask": 0.6173408418893814, "decode.d3.loss_dice": 1.1083945959806443, "decode.d4.loss_cls": 0.5531725093722344, "decode.d4.loss_mask": 0.6100758239626884, "decode.d4.loss_dice": 1.0932796761393546, "decode.d5.loss_cls": 0.5354995280504227, "decode.d5.loss_mask": 0.6103636637330055, "decode.d5.loss_dice": 1.0958807334303855, "decode.d6.loss_cls": 0.4645708501338959, "decode.d6.loss_mask": 0.6107552990317344, "decode.d6.loss_dice": 1.099742452055216, "decode.d7.loss_cls": 0.4410103440284729, "decode.d7.loss_mask": 0.6213760033249855, "decode.d7.loss_dice": 1.1212364211678505, "decode.d8.loss_cls": 0.4218951016664505, "decode.d8.loss_mask": 0.6282803028821945, "decode.d8.loss_dice": 1.0824573263525963, "time": 0.5330931663513183, "memory": 7221, "step": 70600}
{"lr": 5.919425508749827e-06, "data_time": 0.00948925018310547, "grad_norm": 94.31971626281738, "loss": 28.995531845092774, "decode.loss_cls": 0.7777330055832863, "decode.loss_mask": 0.7333032354712486, "decode.loss_dice": 1.1866787433624268, "decode.d0.loss_cls": 2.326253294944763, "decode.d0.loss_mask": 0.7681591123342514, "decode.d0.loss_dice": 1.4176858842372895, "decode.d1.loss_cls": 0.8333314627408981, "decode.d1.loss_mask": 0.7750079527497291, "decode.d1.loss_dice": 1.3066345393657683, "decode.d2.loss_cls": 0.8573476269841194, "decode.d2.loss_mask": 0.7040854886174202, "decode.d2.loss_dice": 1.229039067029953, "decode.d3.loss_cls": 0.7961105212569237, "decode.d3.loss_mask": 0.7060229748487472, "decode.d3.loss_dice": 1.2071479260921478, "decode.d4.loss_cls": 0.796669690310955, "decode.d4.loss_mask": 0.6984235435724259, "decode.d4.loss_dice": 1.2162643849849701, "decode.d5.loss_cls": 0.8258962228894233, "decode.d5.loss_mask": 0.7115768507122994, "decode.d5.loss_dice": 1.187825506925583, "decode.d6.loss_cls": 0.7524906873703003, "decode.d6.loss_mask": 0.7190752357244492, "decode.d6.loss_dice": 1.1965250432491303, "decode.d7.loss_cls": 0.748817190527916, "decode.d7.loss_mask": 0.7227301448583603, "decode.d7.loss_dice": 1.178062093257904, "decode.d8.loss_cls": 0.7291102334856987, "decode.d8.loss_mask": 0.7089674800634385, "decode.d8.loss_dice": 1.1785550594329834, "time": 0.5571377992630004, "memory": 7219, "step": 70650}
{"lr": 5.916444181357173e-06, "data_time": 0.009293150901794434, "grad_norm": 91.86160278320312, "loss": 23.76492567062378, "decode.loss_cls": 0.5830268800258637, "decode.loss_mask": 0.6322186216711998, "decode.loss_dice": 0.8923125833272934, "decode.d0.loss_cls": 2.2497347474098204, "decode.d0.loss_mask": 0.7346514776349068, "decode.d0.loss_dice": 1.0799244463443756, "decode.d1.loss_cls": 0.8358282826840877, "decode.d1.loss_mask": 0.6752317018806935, "decode.d1.loss_dice": 0.963199669122696, "decode.d2.loss_cls": 0.6872056953608989, "decode.d2.loss_mask": 0.6561266303062439, "decode.d2.loss_dice": 0.9505761653184891, "decode.d3.loss_cls": 0.5896952979266643, "decode.d3.loss_mask": 0.6456668727099896, "decode.d3.loss_dice": 0.9354087531566619, "decode.d4.loss_cls": 0.6099211066961289, "decode.d4.loss_mask": 0.638951663672924, "decode.d4.loss_dice": 0.9243385106325149, "decode.d5.loss_cls": 0.5997038088738919, "decode.d5.loss_mask": 0.6455073989927769, "decode.d5.loss_dice": 0.9010039508342743, "decode.d6.loss_cls": 0.5975978776812554, "decode.d6.loss_mask": 0.6271910727024078, "decode.d6.loss_dice": 0.8900860399007797, "decode.d7.loss_cls": 0.5725545555353164, "decode.d7.loss_mask": 0.6152973860502243, "decode.d7.loss_dice": 0.879522742331028, "decode.d8.loss_cls": 0.6465572476387024, "decode.d8.loss_mask": 0.627352699637413, "decode.d8.loss_dice": 0.8785318955779076, "time": 0.5336829662322998, "memory": 7319, "step": 70700}
{"lr": 5.913462687032212e-06, "data_time": 0.009474945068359376, "grad_norm": 87.54839973449707, "loss": 23.89672613143921, "decode.loss_cls": 0.444359102845192, "decode.loss_mask": 0.6022103697061538, "decode.loss_dice": 1.031031349301338, "decode.d0.loss_cls": 2.268281948566437, "decode.d0.loss_mask": 0.6554574579000473, "decode.d0.loss_dice": 1.2780115395784377, "decode.d1.loss_cls": 0.6319036841392517, "decode.d1.loss_mask": 0.6436448603868484, "decode.d1.loss_dice": 1.1415659695863725, "decode.d2.loss_cls": 0.6109902635216713, "decode.d2.loss_mask": 0.6140439242124558, "decode.d2.loss_dice": 1.0674262791872025, "decode.d3.loss_cls": 0.5871147632598877, "decode.d3.loss_mask": 0.5977464646100998, "decode.d3.loss_dice": 1.05672168135643, "decode.d4.loss_cls": 0.539406318962574, "decode.d4.loss_mask": 0.5992509603500367, "decode.d4.loss_dice": 1.0416894465684892, "decode.d5.loss_cls": 0.5015285581350326, "decode.d5.loss_mask": 0.6089635610580444, "decode.d5.loss_dice": 1.0690010011196136, "decode.d6.loss_cls": 0.4957431986927986, "decode.d6.loss_mask": 0.5876664817333221, "decode.d6.loss_dice": 1.0276824593544007, "decode.d7.loss_cls": 0.48918404430150986, "decode.d7.loss_mask": 0.5932931303977966, "decode.d7.loss_dice": 1.021994173526764, "decode.d8.loss_cls": 0.4966242715716362, "decode.d8.loss_mask": 0.5910166323184967, "decode.d8.loss_dice": 1.0031714141368866, "time": 0.5305618047714233, "memory": 7223, "step": 70750}
{"lr": 5.910481025672072e-06, "data_time": 0.009669661521911621, "grad_norm": 80.26579322814942, "loss": 21.009420919418336, "decode.loss_cls": 0.4459723882377148, "decode.loss_mask": 0.5387475162744522, "decode.loss_dice": 0.8787982717156411, "decode.d0.loss_cls": 2.2270156145095825, "decode.d0.loss_mask": 0.6038562953472137, "decode.d0.loss_dice": 1.0503227159380912, "decode.d1.loss_cls": 0.551057045161724, "decode.d1.loss_mask": 0.5717119902372361, "decode.d1.loss_dice": 0.9468319654464722, "decode.d2.loss_cls": 0.5534803785383702, "decode.d2.loss_mask": 0.5699734300374985, "decode.d2.loss_dice": 0.934683895111084, "decode.d3.loss_cls": 0.47091739922761916, "decode.d3.loss_mask": 0.5485041081905365, "decode.d3.loss_dice": 0.8889349028468132, "decode.d4.loss_cls": 0.44117836877703664, "decode.d4.loss_mask": 0.555599893629551, "decode.d4.loss_dice": 0.8807270810008049, "decode.d5.loss_cls": 0.43816431537270545, "decode.d5.loss_mask": 0.5400865554809571, "decode.d5.loss_dice": 0.8811711445450783, "decode.d6.loss_cls": 0.4048826307058334, "decode.d6.loss_mask": 0.5474831715226174, "decode.d6.loss_dice": 0.8763291493058205, "decode.d7.loss_cls": 0.3928437240421772, "decode.d7.loss_mask": 0.542614358663559, "decode.d7.loss_dice": 0.8918470144271851, "decode.d8.loss_cls": 0.41695499420166016, "decode.d8.loss_mask": 0.5306453034281731, "decode.d8.loss_dice": 0.8880860507488251, "time": 0.531164002418518, "memory": 7274, "step": 70800}
{"lr": 5.9074991971737495e-06, "data_time": 0.00928184986114502, "grad_norm": 105.73774032592773, "loss": 21.319684410095213, "decode.loss_cls": 0.4442968174815178, "decode.loss_mask": 0.565645170211792, "decode.loss_dice": 0.8296319842338562, "decode.d0.loss_cls": 2.00050550699234, "decode.d0.loss_mask": 0.6398987531661987, "decode.d0.loss_dice": 0.9494534283876419, "decode.d1.loss_cls": 0.7300194516777992, "decode.d1.loss_mask": 0.6203012347221375, "decode.d1.loss_dice": 0.93697270154953, "decode.d2.loss_cls": 0.6593890339136124, "decode.d2.loss_mask": 0.5982245653867722, "decode.d2.loss_dice": 0.8391006469726563, "decode.d3.loss_cls": 0.5700819171965122, "decode.d3.loss_mask": 0.5753789961338043, "decode.d3.loss_dice": 0.8430699795484543, "decode.d4.loss_cls": 0.5362607978284359, "decode.d4.loss_mask": 0.5835550427436829, "decode.d4.loss_dice": 0.8691599160432816, "decode.d5.loss_cls": 0.5021366640925408, "decode.d5.loss_mask": 0.5694669783115387, "decode.d5.loss_dice": 0.8273350477218628, "decode.d6.loss_cls": 0.5292130388319493, "decode.d6.loss_mask": 0.5762952774763107, "decode.d6.loss_dice": 0.825898814201355, "decode.d7.loss_cls": 0.4124929144978523, "decode.d7.loss_mask": 0.5757826954126358, "decode.d7.loss_dice": 0.8398519843816757, "decode.d8.loss_cls": 0.5110333409160376, "decode.d8.loss_mask": 0.562434920668602, "decode.d8.loss_dice": 0.796796441078186, "time": 0.5326676607131958, "memory": 7199, "step": 70850}
{"lr": 5.904517201434137e-06, "data_time": 0.009811782836914062, "grad_norm": 92.9581672668457, "loss": 27.04458818435669, "decode.loss_cls": 0.7684164464473724, "decode.loss_mask": 0.740874993801117, "decode.loss_dice": 0.958891037106514, "decode.d0.loss_cls": 2.454166126251221, "decode.d0.loss_mask": 0.8010985016822815, "decode.d0.loss_dice": 1.0658197551965714, "decode.d1.loss_cls": 0.9408470392227173, "decode.d1.loss_mask": 0.7692229837179184, "decode.d1.loss_dice": 1.0511246174573898, "decode.d2.loss_cls": 0.7931812599301338, "decode.d2.loss_mask": 0.7735769331455231, "decode.d2.loss_dice": 1.0202071458101272, "decode.d3.loss_cls": 0.8057995051145553, "decode.d3.loss_mask": 0.7529780268669128, "decode.d3.loss_dice": 0.9908709615468979, "decode.d4.loss_cls": 0.7623673394322396, "decode.d4.loss_mask": 0.7485420376062393, "decode.d4.loss_dice": 0.9683574229478836, "decode.d5.loss_cls": 0.7815769717097283, "decode.d5.loss_mask": 0.74919094145298, "decode.d5.loss_dice": 0.9794091790914535, "decode.d6.loss_cls": 0.7562465071678162, "decode.d6.loss_mask": 0.7488028138875962, "decode.d6.loss_dice": 0.9778713047504425, "decode.d7.loss_cls": 0.7489395767450333, "decode.d7.loss_mask": 0.7425317466259003, "decode.d7.loss_dice": 0.9400734394788742, "decode.d8.loss_cls": 0.7511627152562141, "decode.d8.loss_mask": 0.7363255620002747, "decode.d8.loss_dice": 0.9661152213811874, "time": 0.5562039852142334, "memory": 7212, "step": 70900}
{"lr": 5.901535038349991e-06, "data_time": 0.01009676456451416, "grad_norm": 81.50893936157226, "loss": 21.575325679779052, "decode.loss_cls": 0.443098159879446, "decode.loss_mask": 0.599094557762146, "decode.loss_dice": 0.9359776735305786, "decode.d0.loss_cls": 1.8852448105812072, "decode.d0.loss_mask": 0.6687237441539764, "decode.d0.loss_dice": 1.046503907442093, "decode.d1.loss_cls": 0.5813086859881877, "decode.d1.loss_mask": 0.6200772404670716, "decode.d1.loss_dice": 0.9863089114427567, "decode.d2.loss_cls": 0.5158232770860195, "decode.d2.loss_mask": 0.5972035109996796, "decode.d2.loss_dice": 0.9391703963279724, "decode.d3.loss_cls": 0.480433551967144, "decode.d3.loss_mask": 0.595646220445633, "decode.d3.loss_dice": 0.9276391506195069, "decode.d4.loss_cls": 0.43762433640658854, "decode.d4.loss_mask": 0.5991691887378693, "decode.d4.loss_dice": 0.9531077295541763, "decode.d5.loss_cls": 0.4230310879647732, "decode.d5.loss_mask": 0.6003568470478058, "decode.d5.loss_dice": 0.9369006782770157, "decode.d6.loss_cls": 0.4106368586421013, "decode.d6.loss_mask": 0.5986140429973602, "decode.d6.loss_dice": 0.9357268422842026, "decode.d7.loss_cls": 0.4079795923084021, "decode.d7.loss_mask": 0.597912174463272, "decode.d7.loss_dice": 0.913092878460884, "decode.d8.loss_cls": 0.41100874096155166, "decode.d8.loss_mask": 0.5986069321632386, "decode.d8.loss_dice": 0.9293042808771134, "time": 0.5325580358505249, "memory": 7251, "step": 70950}
{"lr": 5.898552707817953e-06, "data_time": 0.009828710556030273, "grad_norm": 86.67647666931153, "loss": 24.335076522827148, "decode.loss_cls": 0.5359206154942513, "decode.loss_mask": 0.6519649595022201, "decode.loss_dice": 0.998236358165741, "decode.d0.loss_cls": 2.1994746208190916, "decode.d0.loss_mask": 0.7731287717819214, "decode.d0.loss_dice": 1.238339012861252, "decode.d1.loss_cls": 0.6521699786186218, "decode.d1.loss_mask": 0.7162927553057671, "decode.d1.loss_dice": 1.0771154582500457, "decode.d2.loss_cls": 0.5963737159967423, "decode.d2.loss_mask": 0.6609026402235031, "decode.d2.loss_dice": 1.0311892986297608, "decode.d3.loss_cls": 0.5373972535133362, "decode.d3.loss_mask": 0.6583881080150604, "decode.d3.loss_dice": 1.0061829388141632, "decode.d4.loss_cls": 0.5560250297188759, "decode.d4.loss_mask": 0.6752163857221604, "decode.d4.loss_dice": 1.0038612842559815, "decode.d5.loss_cls": 0.525137209892273, "decode.d5.loss_mask": 0.6561633259057998, "decode.d5.loss_dice": 1.0005409836769104, "decode.d6.loss_cls": 0.5023938536643981, "decode.d6.loss_mask": 0.6605160191655159, "decode.d6.loss_dice": 1.0201554656028748, "decode.d7.loss_cls": 0.5868258699774742, "decode.d7.loss_mask": 0.6467184975743294, "decode.d7.loss_dice": 0.9799852550029755, "decode.d8.loss_cls": 0.5521381080150605, "decode.d8.loss_mask": 0.6517712563276291, "decode.d8.loss_dice": 0.984552076458931, "time": 0.5313799381256104, "memory": 7307, "step": 71000}
{"lr": 5.895570209734543e-06, "data_time": 0.009821343421936034, "grad_norm": 87.28004379272461, "loss": 18.621710062026978, "decode.loss_cls": 0.33993981666862966, "decode.loss_mask": 0.48630400449037553, "decode.loss_dice": 0.8195893101394176, "decode.d0.loss_cls": 1.914952039718628, "decode.d0.loss_mask": 0.566571195423603, "decode.d0.loss_dice": 0.9410938486456871, "decode.d1.loss_cls": 0.4378446668386459, "decode.d1.loss_mask": 0.5152948290109635, "decode.d1.loss_dice": 0.8455063208937645, "decode.d2.loss_cls": 0.38713548220694066, "decode.d2.loss_mask": 0.5048621281981468, "decode.d2.loss_dice": 0.8397809803485871, "decode.d3.loss_cls": 0.3737617000937462, "decode.d3.loss_mask": 0.4983858004212379, "decode.d3.loss_dice": 0.8154255531728267, "decode.d4.loss_cls": 0.36354294903576373, "decode.d4.loss_mask": 0.4947112873196602, "decode.d4.loss_dice": 0.8331089287996292, "decode.d5.loss_cls": 0.3629579611122608, "decode.d5.loss_mask": 0.4943706184625626, "decode.d5.loss_dice": 0.848593708127737, "decode.d6.loss_cls": 0.3452719435095787, "decode.d6.loss_mask": 0.4918379560112953, "decode.d6.loss_dice": 0.8117843367159366, "decode.d7.loss_cls": 0.32444238252937796, "decode.d7.loss_mask": 0.48590296506881714, "decode.d7.loss_dice": 0.8077712699770927, "decode.d8.loss_cls": 0.3363620612770319, "decode.d8.loss_mask": 0.49994227588176726, "decode.d8.loss_dice": 0.834660567343235, "time": 0.5590760707855225, "memory": 7186, "step": 71050}
{"lr": 5.8925875439961475e-06, "data_time": 0.00987553596496582, "grad_norm": 81.87264633178711, "loss": 22.260657787322998, "decode.loss_cls": 0.42222499698400495, "decode.loss_mask": 0.614436537027359, "decode.loss_dice": 0.9369007229804993, "decode.d0.loss_cls": 1.9807000637054444, "decode.d0.loss_mask": 0.689828047156334, "decode.d0.loss_dice": 1.099379402399063, "decode.d1.loss_cls": 0.631791353225708, "decode.d1.loss_mask": 0.6556416749954224, "decode.d1.loss_dice": 1.0037904500961303, "decode.d2.loss_cls": 0.5982027769088745, "decode.d2.loss_mask": 0.6541466027498245, "decode.d2.loss_dice": 0.9434065699577332, "decode.d3.loss_cls": 0.5590894103050232, "decode.d3.loss_mask": 0.6436988681554794, "decode.d3.loss_dice": 0.9137831330299377, "decode.d4.loss_cls": 0.49587941765785215, "decode.d4.loss_mask": 0.6426416516304017, "decode.d4.loss_dice": 0.9251654267311096, "decode.d5.loss_cls": 0.4767725631594658, "decode.d5.loss_mask": 0.620115339756012, "decode.d5.loss_dice": 0.9155160665512085, "decode.d6.loss_cls": 0.4780766248703003, "decode.d6.loss_mask": 0.5858408033847808, "decode.d6.loss_dice": 0.8788482785224915, "decode.d7.loss_cls": 0.464707687497139, "decode.d7.loss_mask": 0.5858580648899079, "decode.d7.loss_dice": 0.886396050453186, "decode.d8.loss_cls": 0.4220774918794632, "decode.d8.loss_mask": 0.6110211610794067, "decode.d8.loss_dice": 0.9247204601764679, "time": 0.5313126087188721, "memory": 7189, "step": 71100}
{"lr": 5.889604710499053e-06, "data_time": 0.009900403022766114, "grad_norm": 82.54981231689453, "loss": 24.974643421173095, "decode.loss_cls": 0.5988105922937393, "decode.loss_mask": 0.6288562104105949, "decode.loss_dice": 1.026714450120926, "decode.d0.loss_cls": 2.2648372769355776, "decode.d0.loss_mask": 0.6801699280738831, "decode.d0.loss_dice": 1.2316696226596833, "decode.d1.loss_cls": 0.7423524782061577, "decode.d1.loss_mask": 0.6626915156841278, "decode.d1.loss_dice": 1.097691637277603, "decode.d2.loss_cls": 0.7202160969376564, "decode.d2.loss_mask": 0.6233916580677032, "decode.d2.loss_dice": 1.0762984454631805, "decode.d3.loss_cls": 0.6781759217381478, "decode.d3.loss_mask": 0.6403268545866012, "decode.d3.loss_dice": 1.0491200923919677, "decode.d4.loss_cls": 0.6109397143125535, "decode.d4.loss_mask": 0.6297930002212524, "decode.d4.loss_dice": 1.0370793998241425, "decode.d5.loss_cls": 0.6068239614367485, "decode.d5.loss_mask": 0.630477960407734, "decode.d5.loss_dice": 1.0297901630401611, "decode.d6.loss_cls": 0.6006840988993645, "decode.d6.loss_mask": 0.6352405026555061, "decode.d6.loss_dice": 1.0306848645210267, "decode.d7.loss_cls": 0.5982514277100563, "decode.d7.loss_mask": 0.6042515367269516, "decode.d7.loss_dice": 1.0149932086467743, "decode.d8.loss_cls": 0.6071918234229088, "decode.d8.loss_mask": 0.6050573647022247, "decode.d8.loss_dice": 1.0120610475540162, "time": 0.5360078573226928, "memory": 7283, "step": 71150}
{"lr": 5.886621709139395e-06, "data_time": 0.009815621376037597, "grad_norm": 95.43180923461914, "loss": 30.150022125244142, "decode.loss_cls": 0.8255108237266541, "decode.loss_mask": 0.6950284540653229, "decode.loss_dice": 1.1646330505609512, "decode.d0.loss_cls": 2.4712777614593504, "decode.d0.loss_mask": 0.745380574464798, "decode.d0.loss_dice": 1.379100638628006, "decode.d1.loss_cls": 1.0513988614082337, "decode.d1.loss_mask": 0.7435928702354431, "decode.d1.loss_dice": 1.3431428849697113, "decode.d2.loss_cls": 0.9978858739137649, "decode.d2.loss_mask": 0.7123001456260681, "decode.d2.loss_dice": 1.2257450640201568, "decode.d3.loss_cls": 1.0163512080907822, "decode.d3.loss_mask": 0.6899674981832504, "decode.d3.loss_dice": 1.1806555330753326, "decode.d4.loss_cls": 0.9710785001516342, "decode.d4.loss_mask": 0.6741163402795791, "decode.d4.loss_dice": 1.160395586490631, "decode.d5.loss_cls": 0.9712563484907151, "decode.d5.loss_mask": 0.7105739742517472, "decode.d5.loss_dice": 1.167372614145279, "decode.d6.loss_cls": 0.8773233860731124, "decode.d6.loss_mask": 0.6968092292547226, "decode.d6.loss_dice": 1.1702995657920838, "decode.d7.loss_cls": 0.8580809354782104, "decode.d7.loss_mask": 0.6955813080072403, "decode.d7.loss_dice": 1.1781743526458741, "decode.d8.loss_cls": 0.9157972663640976, "decode.d8.loss_mask": 0.6926968395709991, "decode.d8.loss_dice": 1.168494164943695, "time": 0.5599145412445068, "memory": 7227, "step": 71200}
{"lr": 5.883638539813217e-06, "data_time": 0.009934687614440918, "grad_norm": 83.92054634094238, "loss": 31.047927856445312, "decode.loss_cls": 0.7586377158761024, "decode.loss_mask": 0.8291519612073899, "decode.loss_dice": 1.2785853773355484, "decode.d0.loss_cls": 2.3470441102981567, "decode.d0.loss_mask": 0.9315494507551193, "decode.d0.loss_dice": 1.4424446284770966, "decode.d1.loss_cls": 0.929017037153244, "decode.d1.loss_mask": 0.8890756607055664, "decode.d1.loss_dice": 1.3384851217269897, "decode.d2.loss_cls": 0.8097673624753952, "decode.d2.loss_mask": 0.8650731205940246, "decode.d2.loss_dice": 1.3100941568613051, "decode.d3.loss_cls": 0.805646263062954, "decode.d3.loss_mask": 0.8390487253665924, "decode.d3.loss_dice": 1.2603864014148711, "decode.d4.loss_cls": 0.7860612124204636, "decode.d4.loss_mask": 0.8281181365251541, "decode.d4.loss_dice": 1.2716470509767532, "decode.d5.loss_cls": 0.7967516347765923, "decode.d5.loss_mask": 0.838848277926445, "decode.d5.loss_dice": 1.2494276523590089, "decode.d6.loss_cls": 0.7424312695860863, "decode.d6.loss_mask": 0.8475434929132462, "decode.d6.loss_dice": 1.2663374245166779, "decode.d7.loss_cls": 0.7766583532094955, "decode.d7.loss_mask": 0.8380969822406769, "decode.d7.loss_dice": 1.2722624480724334, "decode.d8.loss_cls": 0.7331765875220299, "decode.d8.loss_mask": 0.8635008633136749, "decode.d8.loss_dice": 1.3030584096908568, "time": 0.5319449663162231, "memory": 7231, "step": 71250}
{"lr": 5.880655202416419e-06, "data_time": 0.00985107421875, "grad_norm": 80.24045639038086, "loss": 22.51026678085327, "decode.loss_cls": 0.42248130962252617, "decode.loss_mask": 0.7067965388298034, "decode.loss_dice": 0.8899072527885437, "decode.d0.loss_cls": 2.002768576145172, "decode.d0.loss_mask": 0.788077050447464, "decode.d0.loss_dice": 1.0562533020973206, "decode.d1.loss_cls": 0.6439042761921883, "decode.d1.loss_mask": 0.7439064919948578, "decode.d1.loss_dice": 0.977826988697052, "decode.d2.loss_cls": 0.5059448935091495, "decode.d2.loss_mask": 0.714274314045906, "decode.d2.loss_dice": 0.9256350874900818, "decode.d3.loss_cls": 0.44598392471671106, "decode.d3.loss_mask": 0.7107179820537567, "decode.d3.loss_dice": 0.8972440719604492, "decode.d4.loss_cls": 0.4542417176067829, "decode.d4.loss_mask": 0.7037371575832367, "decode.d4.loss_dice": 0.9038029491901398, "decode.d5.loss_cls": 0.4234945625066757, "decode.d5.loss_mask": 0.7073872685432434, "decode.d5.loss_dice": 0.8905810177326202, "decode.d6.loss_cls": 0.3837081179022789, "decode.d6.loss_mask": 0.7120121628046036, "decode.d6.loss_dice": 0.8972130239009857, "decode.d7.loss_cls": 0.3972627207636833, "decode.d7.loss_mask": 0.7115582287311554, "decode.d7.loss_dice": 0.8892449289560318, "decode.d8.loss_cls": 0.39994038417935374, "decode.d8.loss_mask": 0.7183238983154296, "decode.d8.loss_dice": 0.8860356897115708, "time": 0.5321333408355713, "memory": 7315, "step": 71300}
{"lr": 5.8776716968447785e-06, "data_time": 0.009903645515441895, "grad_norm": 87.35978279113769, "loss": 18.139926195144653, "decode.loss_cls": 0.49931655526161195, "decode.loss_mask": 0.42595692053437234, "decode.loss_dice": 0.687322410941124, "decode.d0.loss_cls": 2.169069504737854, "decode.d0.loss_mask": 0.4740722306072712, "decode.d0.loss_dice": 0.8627187699079514, "decode.d1.loss_cls": 0.5586654588580131, "decode.d1.loss_mask": 0.41535644233226776, "decode.d1.loss_dice": 0.7662068590521812, "decode.d2.loss_cls": 0.47767738103866575, "decode.d2.loss_mask": 0.42762150913476943, "decode.d2.loss_dice": 0.751496721804142, "decode.d3.loss_cls": 0.49931824803352354, "decode.d3.loss_mask": 0.41636480316519736, "decode.d3.loss_dice": 0.6955899305641651, "decode.d4.loss_cls": 0.46733328253030776, "decode.d4.loss_mask": 0.4318760737776756, "decode.d4.loss_dice": 0.7200590752065181, "decode.d5.loss_cls": 0.4299558654427528, "decode.d5.loss_mask": 0.44427563846111295, "decode.d5.loss_dice": 0.730319494009018, "decode.d6.loss_cls": 0.391065476834774, "decode.d6.loss_mask": 0.4346328191459179, "decode.d6.loss_dice": 0.7595062837004661, "decode.d7.loss_cls": 0.42891245186328886, "decode.d7.loss_mask": 0.4359910860657692, "decode.d7.loss_dice": 0.7542666077613831, "decode.d8.loss_cls": 0.41051855236291884, "decode.d8.loss_mask": 0.4413852423429489, "decode.d8.loss_dice": 0.7330742090940475, "time": 0.5323556661605835, "memory": 7228, "step": 71350}
{"lr": 5.8746880229939565e-06, "data_time": 0.009964680671691895, "grad_norm": 86.80442543029785, "loss": 25.92915391921997, "decode.loss_cls": 0.7644186690449715, "decode.loss_mask": 0.7403494119644165, "decode.loss_dice": 0.8343869328498841, "decode.d0.loss_cls": 2.2604880809783934, "decode.d0.loss_mask": 0.870872414112091, "decode.d0.loss_dice": 1.049017423391342, "decode.d1.loss_cls": 0.9549138873815537, "decode.d1.loss_mask": 0.7657796263694763, "decode.d1.loss_dice": 0.92168969810009, "decode.d2.loss_cls": 0.874416732788086, "decode.d2.loss_mask": 0.73026904463768, "decode.d2.loss_dice": 0.9132278442382813, "decode.d3.loss_cls": 0.8068515047430992, "decode.d3.loss_mask": 0.7322249054908753, "decode.d3.loss_dice": 0.8800486981868744, "decode.d4.loss_cls": 0.7592895790934563, "decode.d4.loss_mask": 0.7493119835853577, "decode.d4.loss_dice": 0.8821647047996521, "decode.d5.loss_cls": 0.7347519144415855, "decode.d5.loss_mask": 0.7547556102275849, "decode.d5.loss_dice": 0.8685432136058807, "decode.d6.loss_cls": 0.7635205924510956, "decode.d6.loss_mask": 0.7553184747695922, "decode.d6.loss_dice": 0.83422349691391, "decode.d7.loss_cls": 0.7986407831311226, "decode.d7.loss_mask": 0.7425561785697937, "decode.d7.loss_dice": 0.8487281441688538, "decode.d8.loss_cls": 0.7386781319975853, "decode.d8.loss_mask": 0.758777505159378, "decode.d8.loss_dice": 0.8409395426511764, "time": 0.530707597732544, "memory": 7317, "step": 71400}
{"lr": 5.871704180759489e-06, "data_time": 0.009855818748474122, "grad_norm": 83.33475837707519, "loss": 23.370552349090577, "decode.loss_cls": 0.6224628031253815, "decode.loss_mask": 0.5799419865012169, "decode.loss_dice": 0.8389866709709167, "decode.d0.loss_cls": 2.1589062333106996, "decode.d0.loss_mask": 0.6466260582208634, "decode.d0.loss_dice": 1.072166383266449, "decode.d1.loss_cls": 0.8361738443374633, "decode.d1.loss_mask": 0.5989485919475556, "decode.d1.loss_dice": 0.9067250311374664, "decode.d2.loss_cls": 0.6578862443566322, "decode.d2.loss_mask": 0.5913039013743401, "decode.d2.loss_dice": 0.8988656103610992, "decode.d3.loss_cls": 0.7237055972218513, "decode.d3.loss_mask": 0.5839108601212502, "decode.d3.loss_dice": 0.896097868680954, "decode.d4.loss_cls": 0.6985092103481293, "decode.d4.loss_mask": 0.5695608153939247, "decode.d4.loss_dice": 0.8887126028537751, "decode.d5.loss_cls": 0.6588810458779335, "decode.d5.loss_mask": 0.5740833267569542, "decode.d5.loss_dice": 0.8928794145584107, "decode.d6.loss_cls": 0.6615929260849953, "decode.d6.loss_mask": 0.5983533918857574, "decode.d6.loss_dice": 0.9022820293903351, "decode.d7.loss_cls": 0.6661654368042946, "decode.d7.loss_mask": 0.5937486246228219, "decode.d7.loss_dice": 0.9657718718051911, "decode.d8.loss_cls": 0.6297825083136559, "decode.d8.loss_mask": 0.5904149368405343, "decode.d8.loss_dice": 0.8671071857213974, "time": 0.5296367645263672, "memory": 7261, "step": 71450}
{"lr": 5.868720170036788e-06, "data_time": 0.009728741645812989, "grad_norm": 85.26175537109376, "loss": 26.833724975585938, "decode.loss_cls": 0.6395559906959534, "decode.loss_mask": 0.7285048544406891, "decode.loss_dice": 1.0115522414445877, "decode.d0.loss_cls": 2.4417540073394775, "decode.d0.loss_mask": 0.7588826656341553, "decode.d0.loss_dice": 1.1183111011981963, "decode.d1.loss_cls": 0.933551549911499, "decode.d1.loss_mask": 0.7571618586778641, "decode.d1.loss_dice": 1.0849823236465455, "decode.d2.loss_cls": 0.7931576326489449, "decode.d2.loss_mask": 0.7337928712368011, "decode.d2.loss_dice": 1.0597012311220169, "decode.d3.loss_cls": 0.793912873417139, "decode.d3.loss_mask": 0.7362778156995773, "decode.d3.loss_dice": 1.0684813916683198, "decode.d4.loss_cls": 0.7125767976045608, "decode.d4.loss_mask": 0.7388122797012329, "decode.d4.loss_dice": 1.0592843651771546, "decode.d5.loss_cls": 0.7176713593304157, "decode.d5.loss_mask": 0.7483980178833007, "decode.d5.loss_dice": 1.0334337502717972, "decode.d6.loss_cls": 0.6543560236692428, "decode.d6.loss_mask": 0.7364194303750992, "decode.d6.loss_dice": 1.00839361846447, "decode.d7.loss_cls": 0.6007594764232635, "decode.d7.loss_mask": 0.7425483971834183, "decode.d7.loss_dice": 1.0367243498563767, "decode.d8.loss_cls": 0.591215468198061, "decode.d8.loss_mask": 0.7425903856754303, "decode.d8.loss_dice": 1.0509616136550903, "time": 0.5301836490631103, "memory": 7186, "step": 71500}
{"lr": 5.865735990721139e-06, "data_time": 0.00962691307067871, "grad_norm": 101.28567733764649, "loss": 22.47564582824707, "decode.loss_cls": 0.5769480526447296, "decode.loss_mask": 0.6269203156232834, "decode.loss_dice": 0.812427943944931, "decode.d0.loss_cls": 1.8609990656375885, "decode.d0.loss_mask": 0.7207313537597656, "decode.d0.loss_dice": 0.9325612902641296, "decode.d1.loss_cls": 0.7732895016670227, "decode.d1.loss_mask": 0.6666655719280243, "decode.d1.loss_dice": 0.8509030669927597, "decode.d2.loss_cls": 0.6802395194768905, "decode.d2.loss_mask": 0.6502757936716079, "decode.d2.loss_dice": 0.8497753500938415, "decode.d3.loss_cls": 0.676524180173874, "decode.d3.loss_mask": 0.6375637635588646, "decode.d3.loss_dice": 0.8284575074911118, "decode.d4.loss_cls": 0.6286918371915817, "decode.d4.loss_mask": 0.6515311807394027, "decode.d4.loss_dice": 0.8177341639995575, "decode.d5.loss_cls": 0.6171058386564254, "decode.d5.loss_mask": 0.6383037865161896, "decode.d5.loss_dice": 0.8192083954811096, "decode.d6.loss_cls": 0.5882182270288467, "decode.d6.loss_mask": 0.632914274930954, "decode.d6.loss_dice": 0.8158991426229477, "decode.d7.loss_cls": 0.5894280999898911, "decode.d7.loss_mask": 0.6375241994857788, "decode.d7.loss_dice": 0.8210490107536316, "decode.d8.loss_cls": 0.6513953536748887, "decode.d8.loss_mask": 0.6269820421934128, "decode.d8.loss_dice": 0.795377230644226, "time": 0.5331466674804688, "memory": 7285, "step": 71550}
{"lr": 5.862751642707704e-06, "data_time": 0.009534478187561035, "grad_norm": 83.8998794555664, "loss": 30.913900470733644, "decode.loss_cls": 0.8989970684051514, "decode.loss_mask": 0.6415123730897904, "decode.loss_dice": 1.2803448930382728, "decode.d0.loss_cls": 2.366079556941986, "decode.d0.loss_mask": 0.7699143677949906, "decode.d0.loss_dice": 1.5015037029981613, "decode.d1.loss_cls": 1.1236435770988464, "decode.d1.loss_mask": 0.6890763819217682, "decode.d1.loss_dice": 1.3231030881404877, "decode.d2.loss_cls": 0.9677204668521882, "decode.d2.loss_mask": 0.6674609929323196, "decode.d2.loss_dice": 1.3420373499393463, "decode.d3.loss_cls": 1.0544892102479935, "decode.d3.loss_mask": 0.6400195986032486, "decode.d3.loss_dice": 1.2875253826379776, "decode.d4.loss_cls": 0.9239025205373764, "decode.d4.loss_mask": 0.6528167963027954, "decode.d4.loss_dice": 1.300684654712677, "decode.d5.loss_cls": 0.9835748791694641, "decode.d5.loss_mask": 0.6482004255056382, "decode.d5.loss_dice": 1.2971431970596314, "decode.d6.loss_cls": 0.9415809363126755, "decode.d6.loss_mask": 0.6552425384521484, "decode.d6.loss_dice": 1.2792659088969232, "decode.d7.loss_cls": 0.9030529081821441, "decode.d7.loss_mask": 0.6463673681020736, "decode.d7.loss_dice": 1.277032946050167, "decode.d8.loss_cls": 0.9254634946584701, "decode.d8.loss_mask": 0.65526143014431, "decode.d8.loss_dice": 1.2708819329738616, "time": 0.5602886915206909, "memory": 7254, "step": 71600}
{"lr": 5.859767125891525e-06, "data_time": 0.009415102005004884, "grad_norm": 83.00354804992676, "loss": 25.126654624938965, "decode.loss_cls": 0.5157790333032608, "decode.loss_mask": 0.7429767906665802, "decode.loss_dice": 0.9804623454809189, "decode.d0.loss_cls": 2.1380450308322905, "decode.d0.loss_mask": 0.8162297576665878, "decode.d0.loss_dice": 1.1743721425533296, "decode.d1.loss_cls": 0.6435308426618576, "decode.d1.loss_mask": 0.8128712087869644, "decode.d1.loss_dice": 1.0505828231573104, "decode.d2.loss_cls": 0.5486812956631184, "decode.d2.loss_mask": 0.7948542982339859, "decode.d2.loss_dice": 1.032443216443062, "decode.d3.loss_cls": 0.5718711733818054, "decode.d3.loss_mask": 0.776884600520134, "decode.d3.loss_dice": 1.0113682329654694, "decode.d4.loss_cls": 0.5692895874381065, "decode.d4.loss_mask": 0.7635511368513107, "decode.d4.loss_dice": 1.0147462487220764, "decode.d5.loss_cls": 0.5152804918587208, "decode.d5.loss_mask": 0.771198645234108, "decode.d5.loss_dice": 1.0487983047962188, "decode.d6.loss_cls": 0.5519102670252323, "decode.d6.loss_mask": 0.7436433613300324, "decode.d6.loss_dice": 0.980683246254921, "decode.d7.loss_cls": 0.5432170920073986, "decode.d7.loss_mask": 0.7437236368656158, "decode.d7.loss_dice": 1.000545796751976, "decode.d8.loss_cls": 0.5584468081593513, "decode.d8.loss_mask": 0.7340877264738083, "decode.d8.loss_dice": 0.9765801846981048, "time": 0.5319434642791748, "memory": 7236, "step": 71650}
{"lr": 5.856782440167508e-06, "data_time": 0.009427452087402343, "grad_norm": 93.19470977783203, "loss": 26.838819980621338, "decode.loss_cls": 0.5606811538338661, "decode.loss_mask": 0.6972950413823128, "decode.loss_dice": 1.158568686246872, "decode.d0.loss_cls": 2.3488946080207826, "decode.d0.loss_mask": 0.7529838234186172, "decode.d0.loss_dice": 1.3210428714752198, "decode.d1.loss_cls": 0.7652870357036591, "decode.d1.loss_mask": 0.7139569342136383, "decode.d1.loss_dice": 1.2329018354415893, "decode.d2.loss_cls": 0.6906213253736496, "decode.d2.loss_mask": 0.6992314174771309, "decode.d2.loss_dice": 1.1881014704704285, "decode.d3.loss_cls": 0.6480237960815429, "decode.d3.loss_mask": 0.6945158243179321, "decode.d3.loss_dice": 1.1649411261081695, "decode.d4.loss_cls": 0.5978952318429946, "decode.d4.loss_mask": 0.7037240520119667, "decode.d4.loss_dice": 1.1959985733032226, "decode.d5.loss_cls": 0.5669060260057449, "decode.d5.loss_mask": 0.7030621767044067, "decode.d5.loss_dice": 1.1560362815856933, "decode.d6.loss_cls": 0.5920768529176712, "decode.d6.loss_mask": 0.7022563442587852, "decode.d6.loss_dice": 1.1520891845226289, "decode.d7.loss_cls": 0.5675268918275833, "decode.d7.loss_mask": 0.6930976122617721, "decode.d7.loss_dice": 1.153993308544159, "decode.d8.loss_cls": 0.5644568517804146, "decode.d8.loss_mask": 0.6927970319986343, "decode.d8.loss_dice": 1.159857988357544, "time": 0.5336378574371338, "memory": 7256, "step": 71700}
{"lr": 5.853797585430444e-06, "data_time": 0.009385251998901367, "grad_norm": 86.64918518066406, "loss": 18.556096458435057, "decode.loss_cls": 0.5367408126592637, "decode.loss_mask": 0.5310741186141967, "decode.loss_dice": 0.6231383591890335, "decode.d0.loss_cls": 1.819163191318512, "decode.d0.loss_mask": 0.5708554342389107, "decode.d0.loss_dice": 0.6665862232446671, "decode.d1.loss_cls": 0.6250280380249024, "decode.d1.loss_mask": 0.552508307993412, "decode.d1.loss_dice": 0.6938339054584504, "decode.d2.loss_cls": 0.6243201106786728, "decode.d2.loss_mask": 0.49839516878128054, "decode.d2.loss_dice": 0.6340014278888703, "decode.d3.loss_cls": 0.5618666186928749, "decode.d3.loss_mask": 0.5331910997629166, "decode.d3.loss_dice": 0.6269189894199372, "decode.d4.loss_cls": 0.5368210941553115, "decode.d4.loss_mask": 0.5146782264113426, "decode.d4.loss_dice": 0.6122922241687775, "decode.d5.loss_cls": 0.5342757821083068, "decode.d5.loss_mask": 0.5292740255594254, "decode.d5.loss_dice": 0.6374628126621247, "decode.d6.loss_cls": 0.5167250007390976, "decode.d6.loss_mask": 0.5274960622191429, "decode.d6.loss_dice": 0.6476916134357452, "decode.d7.loss_cls": 0.535566009581089, "decode.d7.loss_mask": 0.5384160280227661, "decode.d7.loss_dice": 0.6378096908330917, "decode.d8.loss_cls": 0.502993343770504, "decode.d8.loss_mask": 0.5450778633356095, "decode.d8.loss_dice": 0.6418946921825409, "time": 0.5314054250717163, "memory": 7333, "step": 71750}
{"lr": 5.850812561574997e-06, "data_time": 0.009352469444274902, "grad_norm": 100.71245803833008, "loss": 25.0622061252594, "decode.loss_cls": 0.6296061336994171, "decode.loss_mask": 0.668469151854515, "decode.loss_dice": 0.9622929751873016, "decode.d0.loss_cls": 2.057711124420166, "decode.d0.loss_mask": 0.737661725282669, "decode.d0.loss_dice": 1.1704074054956437, "decode.d1.loss_cls": 0.8180922821164132, "decode.d1.loss_mask": 0.6702938124537468, "decode.d1.loss_dice": 1.007146778702736, "decode.d2.loss_cls": 0.7324067011475563, "decode.d2.loss_mask": 0.6965245276689529, "decode.d2.loss_dice": 0.9809810608625412, "decode.d3.loss_cls": 0.6858828440308571, "decode.d3.loss_mask": 0.6900418907403946, "decode.d3.loss_dice": 0.9768948823213577, "decode.d4.loss_cls": 0.6867859214544296, "decode.d4.loss_mask": 0.6885595217347145, "decode.d4.loss_dice": 0.981434716284275, "decode.d5.loss_cls": 0.6411485403776169, "decode.d5.loss_mask": 0.6868386477231979, "decode.d5.loss_dice": 0.9830114409327507, "decode.d6.loss_cls": 0.6783492416143417, "decode.d6.loss_mask": 0.6880757883191109, "decode.d6.loss_dice": 0.9744378000497818, "decode.d7.loss_cls": 0.658152186870575, "decode.d7.loss_mask": 0.6741440668702126, "decode.d7.loss_dice": 0.967720539867878, "decode.d8.loss_cls": 0.6281329542398453, "decode.d8.loss_mask": 0.6724391579627991, "decode.d8.loss_dice": 0.9685624346137047, "time": 0.5318416118621826, "memory": 7176, "step": 71800}
{"lr": 5.847827368495701e-06, "data_time": 0.009576249122619628, "grad_norm": 90.11136360168457, "loss": 24.95763454437256, "decode.loss_cls": 0.622619503736496, "decode.loss_mask": 0.5984806090593338, "decode.loss_dice": 1.088329914212227, "decode.d0.loss_cls": 1.9877660989761352, "decode.d0.loss_mask": 0.6457119822502136, "decode.d0.loss_dice": 1.2328287839889527, "decode.d1.loss_cls": 0.7286196067929268, "decode.d1.loss_mask": 0.6230067998170853, "decode.d1.loss_dice": 1.149703499674797, "decode.d2.loss_cls": 0.6308822631835938, "decode.d2.loss_mask": 0.6143145084381103, "decode.d2.loss_dice": 1.1310076355934142, "decode.d3.loss_cls": 0.6369968846440315, "decode.d3.loss_mask": 0.6170750707387924, "decode.d3.loss_dice": 1.1044234454631805, "decode.d4.loss_cls": 0.6458062916994095, "decode.d4.loss_mask": 0.6154109507799148, "decode.d4.loss_dice": 1.090643471479416, "decode.d5.loss_cls": 0.6349193334579468, "decode.d5.loss_mask": 0.6042541086673736, "decode.d5.loss_dice": 1.086147740483284, "decode.d6.loss_cls": 0.6710605010390281, "decode.d6.loss_mask": 0.6012243002653122, "decode.d6.loss_dice": 1.045983538031578, "decode.d7.loss_cls": 0.6177289009094238, "decode.d7.loss_mask": 0.6034122258424759, "decode.d7.loss_dice": 1.0425450533628464, "decode.d8.loss_cls": 0.6179480731487275, "decode.d8.loss_mask": 0.6004869252443313, "decode.d8.loss_dice": 1.068296104669571, "time": 0.583109188079834, "memory": 7254, "step": 71850}
{"lr": 5.844842006086973e-06, "data_time": 0.009366869926452637, "grad_norm": 92.18055725097656, "loss": 25.8887318611145, "decode.loss_cls": 0.7280846655368804, "decode.loss_mask": 0.7093522995710373, "decode.loss_dice": 0.9789765745401382, "decode.d0.loss_cls": 2.0854819297790526, "decode.d0.loss_mask": 0.7421309053897858, "decode.d0.loss_dice": 1.1150662377476692, "decode.d1.loss_cls": 0.7240458071231842, "decode.d1.loss_mask": 0.760860550403595, "decode.d1.loss_dice": 1.0695759564638139, "decode.d2.loss_cls": 0.7193999141454697, "decode.d2.loss_mask": 0.7148125886917114, "decode.d2.loss_dice": 1.020072303712368, "decode.d3.loss_cls": 0.7235837489366531, "decode.d3.loss_mask": 0.7179152071475983, "decode.d3.loss_dice": 0.9875973895192146, "decode.d4.loss_cls": 0.7032660007476806, "decode.d4.loss_mask": 0.7069301843643189, "decode.d4.loss_dice": 1.0059120327234268, "decode.d5.loss_cls": 0.6905786037445069, "decode.d5.loss_mask": 0.7460569590330124, "decode.d5.loss_dice": 0.9957239791750908, "decode.d6.loss_cls": 0.6940899670124054, "decode.d6.loss_mask": 0.7486617416143417, "decode.d6.loss_dice": 0.9884649842977524, "decode.d7.loss_cls": 0.7088440984487534, "decode.d7.loss_mask": 0.7014830887317658, "decode.d7.loss_dice": 0.9781324863433838, "decode.d8.loss_cls": 0.7492943108081818, "decode.d8.loss_mask": 0.7013649791479111, "decode.d8.loss_dice": 0.9729717552661896, "time": 0.5335350513458252, "memory": 7274, "step": 71900}
{"lr": 5.841856474243095e-06, "data_time": 0.009903264045715333, "grad_norm": 106.61730880737305, "loss": 25.37544002532959, "decode.loss_cls": 0.6964340291917324, "decode.loss_mask": 0.6130883395671844, "decode.loss_dice": 0.9358047783374787, "decode.d0.loss_cls": 2.2477145314216616, "decode.d0.loss_mask": 0.6932522028684616, "decode.d0.loss_dice": 1.2259706556797028, "decode.d1.loss_cls": 0.8741124212741852, "decode.d1.loss_mask": 0.6983262598514557, "decode.d1.loss_dice": 1.1251271218061447, "decode.d2.loss_cls": 0.7769871532917023, "decode.d2.loss_mask": 0.6247251063585282, "decode.d2.loss_dice": 1.0531487792730332, "decode.d3.loss_cls": 0.7388572067022323, "decode.d3.loss_mask": 0.6169997334480286, "decode.d3.loss_dice": 0.9903620600700378, "decode.d4.loss_cls": 0.7269695274531841, "decode.d4.loss_mask": 0.6252279877662659, "decode.d4.loss_dice": 0.9972159504890442, "decode.d5.loss_cls": 0.6828119173645973, "decode.d5.loss_mask": 0.626402223110199, "decode.d5.loss_dice": 0.9806334257125855, "decode.d6.loss_cls": 0.6456018947064877, "decode.d6.loss_mask": 0.6441372483968735, "decode.d6.loss_dice": 0.9695448815822602, "decode.d7.loss_cls": 0.6262292556464673, "decode.d7.loss_mask": 0.6430697351694107, "decode.d7.loss_dice": 0.9807983040809631, "decode.d8.loss_cls": 0.6899808049201965, "decode.d8.loss_mask": 0.6328542590141296, "decode.d8.loss_dice": 0.9930530667304993, "time": 0.5330487012863159, "memory": 7230, "step": 71950}
{"lr": 5.8388707728582345e-06, "data_time": 0.009920477867126465, "grad_norm": 93.7225242614746, "loss": 23.708938121795654, "decode.loss_cls": 0.5410000294446945, "decode.loss_mask": 0.6156131386756897, "decode.loss_dice": 1.0262730121612549, "decode.d0.loss_cls": 1.9189420819282532, "decode.d0.loss_mask": 0.6834738284349442, "decode.d0.loss_dice": 1.1578600823879241, "decode.d1.loss_cls": 0.6778446778655052, "decode.d1.loss_mask": 0.6313358217477798, "decode.d1.loss_dice": 1.1110476583242417, "decode.d2.loss_cls": 0.6734236657619477, "decode.d2.loss_mask": 0.5935801729559899, "decode.d2.loss_dice": 1.0207770422101021, "decode.d3.loss_cls": 0.6160084635019303, "decode.d3.loss_mask": 0.6048226833343506, "decode.d3.loss_dice": 1.0002236992120743, "decode.d4.loss_cls": 0.5809277802705765, "decode.d4.loss_mask": 0.6107783168554306, "decode.d4.loss_dice": 1.023382416367531, "decode.d5.loss_cls": 0.5899110019207001, "decode.d5.loss_mask": 0.6180919647216797, "decode.d5.loss_dice": 1.00629520714283, "decode.d6.loss_cls": 0.5369769036769867, "decode.d6.loss_mask": 0.6023466065526009, "decode.d6.loss_dice": 0.9830019265413285, "decode.d7.loss_cls": 0.5411266595125198, "decode.d7.loss_mask": 0.5979597300291062, "decode.d7.loss_dice": 0.9921350821852684, "decode.d8.loss_cls": 0.550227452814579, "decode.d8.loss_mask": 0.6118766009807587, "decode.d8.loss_dice": 0.9916745901107789, "time": 0.5303900718688965, "memory": 7274, "step": 72000}
{"lr": 5.835884901826421e-06, "data_time": 0.009666061401367188, "grad_norm": 81.18872184753418, "loss": 22.891178321838378, "decode.loss_cls": 0.5005787007510663, "decode.loss_mask": 0.6638391584157943, "decode.loss_dice": 0.8899851620197297, "decode.d0.loss_cls": 2.1586494207382203, "decode.d0.loss_mask": 0.7591374769806862, "decode.d0.loss_dice": 1.1043734550476074, "decode.d1.loss_cls": 0.6837196946144104, "decode.d1.loss_mask": 0.6808672994375229, "decode.d1.loss_dice": 0.9558873116970062, "decode.d2.loss_cls": 0.5365244910120964, "decode.d2.loss_mask": 0.6773755669593811, "decode.d2.loss_dice": 0.9192719161510468, "decode.d3.loss_cls": 0.5065819665789604, "decode.d3.loss_mask": 0.6672334000468254, "decode.d3.loss_dice": 0.8657183587551117, "decode.d4.loss_cls": 0.5393446311354637, "decode.d4.loss_mask": 0.6702830895781517, "decode.d4.loss_dice": 0.8915968596935272, "decode.d5.loss_cls": 0.4808021575212479, "decode.d5.loss_mask": 0.6732351019978523, "decode.d5.loss_dice": 0.9009918808937073, "decode.d6.loss_cls": 0.4935209058225155, "decode.d6.loss_mask": 0.6755052223801613, "decode.d6.loss_dice": 0.8732354789972305, "decode.d7.loss_cls": 0.4776581645011902, "decode.d7.loss_mask": 0.6733600050210953, "decode.d7.loss_dice": 0.906496787071228, "decode.d8.loss_cls": 0.5363878190517426, "decode.d8.loss_mask": 0.6593798756599426, "decode.d8.loss_dice": 0.8696365237236023, "time": 0.5287599802017212, "memory": 7233, "step": 72050}
{"lr": 5.832898861041556e-06, "data_time": 0.009844326972961425, "grad_norm": 84.66749458312988, "loss": 26.73832311630249, "decode.loss_cls": 0.8253640294075012, "decode.loss_mask": 0.6883910313248635, "decode.loss_dice": 0.8912344932556152, "decode.d0.loss_cls": 2.480672001838684, "decode.d0.loss_mask": 0.7968961149454117, "decode.d0.loss_dice": 1.1621105074882507, "decode.d1.loss_cls": 0.9492356956005097, "decode.d1.loss_mask": 0.7543894946575165, "decode.d1.loss_dice": 1.05405433177948, "decode.d2.loss_cls": 0.8983587697148323, "decode.d2.loss_mask": 0.7178074851632118, "decode.d2.loss_dice": 0.9966191202402115, "decode.d3.loss_cls": 0.8871988669037819, "decode.d3.loss_mask": 0.6877910196781158, "decode.d3.loss_dice": 0.9287169247865676, "decode.d4.loss_cls": 0.8071160770952701, "decode.d4.loss_mask": 0.7055272996425629, "decode.d4.loss_dice": 0.9309212505817414, "decode.d5.loss_cls": 0.8472652092576027, "decode.d5.loss_mask": 0.7009374290704727, "decode.d5.loss_dice": 0.9149826794862748, "decode.d6.loss_cls": 0.7771698459982872, "decode.d6.loss_mask": 0.700172382593155, "decode.d6.loss_dice": 0.8791147470474243, "decode.d7.loss_cls": 0.7905186116695404, "decode.d7.loss_mask": 0.6924047917127609, "decode.d7.loss_dice": 0.8811622351408005, "decode.d8.loss_cls": 0.8155533611774445, "decode.d8.loss_mask": 0.6971461743116378, "decode.d8.loss_dice": 0.8794916063547135, "time": 0.5284377098083496, "memory": 7214, "step": 72100}
{"lr": 5.829912650397432e-06, "data_time": 0.009745478630065918, "grad_norm": 93.75916862487793, "loss": 20.40021667480469, "decode.loss_cls": 0.4505693554878235, "decode.loss_mask": 0.5458236902952194, "decode.loss_dice": 0.8376366347074509, "decode.d0.loss_cls": 2.0199517011642456, "decode.d0.loss_mask": 0.5739669144153595, "decode.d0.loss_dice": 0.9471990048885346, "decode.d1.loss_cls": 0.5709697008132935, "decode.d1.loss_mask": 0.5922165125608444, "decode.d1.loss_dice": 0.9356403589248657, "decode.d2.loss_cls": 0.4906890466809273, "decode.d2.loss_mask": 0.5544626280665398, "decode.d2.loss_dice": 0.8622918993234634, "decode.d3.loss_cls": 0.4861156798899174, "decode.d3.loss_mask": 0.5519995748996734, "decode.d3.loss_dice": 0.8559538304805756, "decode.d4.loss_cls": 0.42376100793480875, "decode.d4.loss_mask": 0.5461956068873406, "decode.d4.loss_dice": 0.8494466602802276, "decode.d5.loss_cls": 0.4176483951508999, "decode.d5.loss_mask": 0.5555167093873024, "decode.d5.loss_dice": 0.8445600718259811, "decode.d6.loss_cls": 0.4296434991061687, "decode.d6.loss_mask": 0.5487518161535263, "decode.d6.loss_dice": 0.8340134620666504, "decode.d7.loss_cls": 0.455585128813982, "decode.d7.loss_mask": 0.5390934854745865, "decode.d7.loss_dice": 0.8323808461427689, "decode.d8.loss_cls": 0.43348832428455353, "decode.d8.loss_mask": 0.5619901090860366, "decode.d8.loss_dice": 0.8526560932397842, "time": 0.5347821235656738, "memory": 7267, "step": 72150}
{"lr": 5.826926269787695e-06, "data_time": 0.009797024726867675, "grad_norm": 87.89624824523926, "loss": 22.892994475364684, "decode.loss_cls": 0.6754567816853523, "decode.loss_mask": 0.5253657586872578, "decode.loss_dice": 0.8923958163708449, "decode.d0.loss_cls": 2.2475294053554533, "decode.d0.loss_mask": 0.6233616918325424, "decode.d0.loss_dice": 1.0510391814634203, "decode.d1.loss_cls": 0.8197805322706699, "decode.d1.loss_mask": 0.5537546813488007, "decode.d1.loss_dice": 0.9668903125450015, "decode.d2.loss_cls": 0.7143827065825462, "decode.d2.loss_mask": 0.5571683159098029, "decode.d2.loss_dice": 0.9545676372013986, "decode.d3.loss_cls": 0.703480102866888, "decode.d3.loss_mask": 0.5461086109280586, "decode.d3.loss_dice": 0.8914192244410515, "decode.d4.loss_cls": 0.6164182834327221, "decode.d4.loss_mask": 0.5338946674019098, "decode.d4.loss_dice": 0.8845247025601566, "decode.d5.loss_cls": 0.606495825946331, "decode.d5.loss_mask": 0.5380229186266661, "decode.d5.loss_dice": 0.8877652226015925, "decode.d6.loss_cls": 0.6341043621301651, "decode.d6.loss_mask": 0.5332948030903936, "decode.d6.loss_dice": 0.8797157463617623, "decode.d7.loss_cls": 0.6132389441132545, "decode.d7.loss_mask": 0.5358323615044356, "decode.d7.loss_dice": 0.8585200639441609, "decode.d8.loss_cls": 0.6563061386346817, "decode.d8.loss_mask": 0.5196525387465953, "decode.d8.loss_dice": 0.8725071899592877, "time": 0.5310705661773681, "memory": 7206, "step": 72200}
{"lr": 5.8239397191058775e-06, "data_time": 0.009799909591674805, "grad_norm": 80.40741996765136, "loss": 20.935035610198973, "decode.loss_cls": 0.4385616980493069, "decode.loss_mask": 0.5195686966180801, "decode.loss_dice": 0.8871223509311676, "decode.d0.loss_cls": 2.0172655463218687, "decode.d0.loss_mask": 0.5874126613140106, "decode.d0.loss_dice": 1.0045991390943527, "decode.d1.loss_cls": 0.6263885766267776, "decode.d1.loss_mask": 0.5562891036272049, "decode.d1.loss_dice": 0.9615541458129883, "decode.d2.loss_cls": 0.4925218686461449, "decode.d2.loss_mask": 0.55655657351017, "decode.d2.loss_dice": 0.9460774540901185, "decode.d3.loss_cls": 0.48542141914367676, "decode.d3.loss_mask": 0.5478360801935196, "decode.d3.loss_dice": 0.9291920602321625, "decode.d4.loss_cls": 0.5005804985761643, "decode.d4.loss_mask": 0.5290117532014846, "decode.d4.loss_dice": 0.900875848531723, "decode.d5.loss_cls": 0.47113467156887057, "decode.d5.loss_mask": 0.5258648544549942, "decode.d5.loss_dice": 0.9015332579612731, "decode.d6.loss_cls": 0.4354096934199333, "decode.d6.loss_mask": 0.523230692744255, "decode.d6.loss_dice": 0.9022861778736114, "decode.d7.loss_cls": 0.4194133020937443, "decode.d7.loss_mask": 0.5244198590517044, "decode.d7.loss_dice": 0.8925121843814849, "decode.d8.loss_cls": 0.4347389355301857, "decode.d8.loss_mask": 0.5243045523762703, "decode.d8.loss_dice": 0.8933514297008515, "time": 0.5344410419464112, "memory": 7206, "step": 72250}
{"lr": 5.82095299824537e-06, "data_time": 0.009695816040039062, "grad_norm": 83.59577941894531, "loss": 26.792941951751708, "decode.loss_cls": 0.7363102704286575, "decode.loss_mask": 0.6924762085080147, "decode.loss_dice": 0.9937109023332595, "decode.d0.loss_cls": 2.2430336236953736, "decode.d0.loss_mask": 0.7151775360107422, "decode.d0.loss_dice": 1.203797772526741, "decode.d1.loss_cls": 0.9657831013202667, "decode.d1.loss_mask": 0.7001072376966476, "decode.d1.loss_dice": 1.1367223262786865, "decode.d2.loss_cls": 0.8426130294799805, "decode.d2.loss_mask": 0.7062454551458359, "decode.d2.loss_dice": 1.0783022701740266, "decode.d3.loss_cls": 0.8653385072946549, "decode.d3.loss_mask": 0.6819734841585159, "decode.d3.loss_dice": 1.0097946971654892, "decode.d4.loss_cls": 0.7851232409477233, "decode.d4.loss_mask": 0.6782510861754417, "decode.d4.loss_dice": 1.012241780757904, "decode.d5.loss_cls": 0.7290792375802994, "decode.d5.loss_mask": 0.692036485671997, "decode.d5.loss_dice": 0.9982598751783371, "decode.d6.loss_cls": 0.8019513189792633, "decode.d6.loss_mask": 0.7021847993135453, "decode.d6.loss_dice": 1.0009316861629487, "decode.d7.loss_cls": 0.7448188871145248, "decode.d7.loss_mask": 0.6939179256558419, "decode.d7.loss_dice": 0.9778175860643387, "decode.d8.loss_cls": 0.7313927084207534, "decode.d8.loss_mask": 0.6894118696451187, "decode.d8.loss_dice": 0.984136438369751, "time": 0.532581877708435, "memory": 7227, "step": 72300}
{"lr": 5.817966107099445e-06, "data_time": 0.009883737564086914, "grad_norm": 92.23927459716796, "loss": 18.780334568023683, "decode.loss_cls": 0.4695672780275345, "decode.loss_mask": 0.5076961427927017, "decode.loss_dice": 0.6891128957271576, "decode.d0.loss_cls": 2.136724019050598, "decode.d0.loss_mask": 0.4976402401924133, "decode.d0.loss_dice": 0.7917903453111649, "decode.d1.loss_cls": 0.595765283703804, "decode.d1.loss_mask": 0.5007573187351226, "decode.d1.loss_dice": 0.7386815652251244, "decode.d2.loss_cls": 0.6514215871691704, "decode.d2.loss_mask": 0.46988716125488283, "decode.d2.loss_dice": 0.7132153034210205, "decode.d3.loss_cls": 0.5944263562560081, "decode.d3.loss_mask": 0.4767449155449867, "decode.d3.loss_dice": 0.6915083020925522, "decode.d4.loss_cls": 0.5256091840565205, "decode.d4.loss_mask": 0.4647390186786652, "decode.d4.loss_dice": 0.6710615798830986, "decode.d5.loss_cls": 0.47599108815193175, "decode.d5.loss_mask": 0.4748430669307709, "decode.d5.loss_dice": 0.685052415728569, "decode.d6.loss_cls": 0.5114123009145259, "decode.d6.loss_mask": 0.4680002972483635, "decode.d6.loss_dice": 0.6693591758608818, "decode.d7.loss_cls": 0.5126909866929055, "decode.d7.loss_mask": 0.4691644966602325, "decode.d7.loss_dice": 0.650685153901577, "decode.d8.loss_cls": 0.4636709302663803, "decode.d8.loss_mask": 0.5167974591255188, "decode.d8.loss_dice": 0.6963185012340546, "time": 0.5326651334762573, "memory": 7184, "step": 72350}
{"lr": 5.8149790455612495e-06, "data_time": 0.009708595275878907, "grad_norm": 81.14811401367187, "loss": 24.92652645111084, "decode.loss_cls": 0.700291158258915, "decode.loss_mask": 0.5374061852693558, "decode.loss_dice": 1.0057112723588943, "decode.d0.loss_cls": 2.316952919960022, "decode.d0.loss_mask": 0.5811559647321701, "decode.d0.loss_dice": 1.3167852967977525, "decode.d1.loss_cls": 0.8910415932536125, "decode.d1.loss_mask": 0.5482442438602447, "decode.d1.loss_dice": 1.0934515684843062, "decode.d2.loss_cls": 0.7956425204873085, "decode.d2.loss_mask": 0.5365894317626954, "decode.d2.loss_dice": 1.046613383293152, "decode.d3.loss_cls": 0.77360769957304, "decode.d3.loss_mask": 0.5271441340446472, "decode.d3.loss_dice": 1.003650325536728, "decode.d4.loss_cls": 0.7405253797769547, "decode.d4.loss_mask": 0.5228093206882477, "decode.d4.loss_dice": 1.0237304091453552, "decode.d5.loss_cls": 0.7136098600924015, "decode.d5.loss_mask": 0.5186119616031647, "decode.d5.loss_dice": 1.0194554209709168, "decode.d6.loss_cls": 0.7031790934503078, "decode.d6.loss_mask": 0.5302210927009583, "decode.d6.loss_dice": 1.0065985292196273, "decode.d7.loss_cls": 0.6899184048175812, "decode.d7.loss_mask": 0.5321867406368256, "decode.d7.loss_dice": 1.0281462103128434, "decode.d8.loss_cls": 0.6798287734389306, "decode.d8.loss_mask": 0.531680765748024, "decode.d8.loss_dice": 1.0117367833852768, "time": 0.5599987983703614, "memory": 7256, "step": 72400}
{"lr": 5.811991813523801e-06, "data_time": 0.009470748901367187, "grad_norm": 102.63412857055664, "loss": 20.155630588531494, "decode.loss_cls": 0.5961047314107418, "decode.loss_mask": 0.5358754009008407, "decode.loss_dice": 0.6958038359880447, "decode.d0.loss_cls": 2.0642279148101808, "decode.d0.loss_mask": 0.5806519255042076, "decode.d0.loss_dice": 0.7652824312448502, "decode.d1.loss_cls": 0.7587744235992432, "decode.d1.loss_mask": 0.5565785363316536, "decode.d1.loss_dice": 0.7110599100589752, "decode.d2.loss_cls": 0.6904215760529041, "decode.d2.loss_mask": 0.5216743245720863, "decode.d2.loss_dice": 0.6664578050374985, "decode.d3.loss_cls": 0.7278001502156257, "decode.d3.loss_mask": 0.5257746130228043, "decode.d3.loss_dice": 0.657345461845398, "decode.d4.loss_cls": 0.648129666596651, "decode.d4.loss_mask": 0.5304835289716721, "decode.d4.loss_dice": 0.659896782040596, "decode.d5.loss_cls": 0.6582465976476669, "decode.d5.loss_mask": 0.5229726865887642, "decode.d5.loss_dice": 0.6601745218038559, "decode.d6.loss_cls": 0.6601795352995395, "decode.d6.loss_mask": 0.5262956202030182, "decode.d6.loss_dice": 0.6619059294462204, "decode.d7.loss_cls": 0.5852840326726436, "decode.d7.loss_mask": 0.5345722362399101, "decode.d7.loss_dice": 0.6637098670005799, "decode.d8.loss_cls": 0.5969802416861058, "decode.d8.loss_mask": 0.5317451074719429, "decode.d8.loss_dice": 0.6612210601568222, "time": 0.5614289045333862, "memory": 7344, "step": 72450}
{"lr": 5.809004410879989e-06, "data_time": 0.00944690704345703, "grad_norm": 85.57791748046876, "loss": 23.4526216506958, "decode.loss_cls": 0.6456347070634365, "decode.loss_mask": 0.5376920431852341, "decode.loss_dice": 0.9090777426958084, "decode.d0.loss_cls": 2.178733730316162, "decode.d0.loss_mask": 0.6053548783063889, "decode.d0.loss_dice": 1.0716648072004318, "decode.d1.loss_cls": 0.9429116241633893, "decode.d1.loss_mask": 0.5772880345582962, "decode.d1.loss_dice": 1.0133721351623535, "decode.d2.loss_cls": 0.837324196472764, "decode.d2.loss_mask": 0.547435687482357, "decode.d2.loss_dice": 0.9699550569057465, "decode.d3.loss_cls": 0.6695568174123764, "decode.d3.loss_mask": 0.5434333652257919, "decode.d3.loss_dice": 0.9270984351634979, "decode.d4.loss_cls": 0.6374075368046761, "decode.d4.loss_mask": 0.5405830174684525, "decode.d4.loss_dice": 0.912430465221405, "decode.d5.loss_cls": 0.6311652567237616, "decode.d5.loss_mask": 0.5306984126567841, "decode.d5.loss_dice": 0.9136630356311798, "decode.d6.loss_cls": 0.667610552534461, "decode.d6.loss_mask": 0.537435781955719, "decode.d6.loss_dice": 0.9305636793375015, "decode.d7.loss_cls": 0.6108608735725284, "decode.d7.loss_mask": 0.5328319251537323, "decode.d7.loss_dice": 0.9202859044075012, "decode.d8.loss_cls": 0.6423267502337694, "decode.d8.loss_mask": 0.5307591572403908, "decode.d8.loss_dice": 0.9374659359455109, "time": 0.5323186397552491, "memory": 7207, "step": 72500}
{"lr": 5.8060168375225625e-06, "data_time": 0.009305191040039063, "grad_norm": 79.64728736877441, "loss": 23.39302921295166, "decode.loss_cls": 0.43429488241672515, "decode.loss_mask": 0.6784032344818115, "decode.loss_dice": 0.9866390228271484, "decode.d0.loss_cls": 2.0990779638290404, "decode.d0.loss_mask": 0.7814889669418335, "decode.d0.loss_dice": 1.1833800494670867, "decode.d1.loss_cls": 0.6523213595151901, "decode.d1.loss_mask": 0.7039191201329231, "decode.d1.loss_dice": 1.0471347510814666, "decode.d2.loss_cls": 0.45380882620811464, "decode.d2.loss_mask": 0.6774089738726616, "decode.d2.loss_dice": 1.0362724900245666, "decode.d3.loss_cls": 0.4387632519006729, "decode.d3.loss_mask": 0.678829075396061, "decode.d3.loss_dice": 1.0202223062515259, "decode.d4.loss_cls": 0.45384473651647567, "decode.d4.loss_mask": 0.6676656737923622, "decode.d4.loss_dice": 1.0098366796970368, "decode.d5.loss_cls": 0.3911070764064789, "decode.d5.loss_mask": 0.6881407275795937, "decode.d5.loss_dice": 1.009543889760971, "decode.d6.loss_cls": 0.40236811637878417, "decode.d6.loss_mask": 0.6835985898971557, "decode.d6.loss_dice": 1.0189376085996629, "decode.d7.loss_cls": 0.41000503301620483, "decode.d7.loss_mask": 0.6814476385712623, "decode.d7.loss_dice": 0.9936097860336304, "decode.d8.loss_cls": 0.44810671359300613, "decode.d8.loss_mask": 0.6770318239927292, "decode.d8.loss_dice": 0.9858203738927841, "time": 0.5314748048782348, "memory": 7241, "step": 72550}
{"lr": 5.803029093344153e-06, "data_time": 0.009271764755249023, "grad_norm": 83.55809097290039, "loss": 24.010811710357665, "decode.loss_cls": 0.47039099633693693, "decode.loss_mask": 0.7028793036937714, "decode.loss_dice": 0.9494989931583404, "decode.d0.loss_cls": 2.139958453178406, "decode.d0.loss_mask": 0.733307883143425, "decode.d0.loss_dice": 1.1081226885318756, "decode.d1.loss_cls": 0.8253494784235954, "decode.d1.loss_mask": 0.6981829106807709, "decode.d1.loss_dice": 0.9910459026694298, "decode.d2.loss_cls": 0.6900252312421798, "decode.d2.loss_mask": 0.6872771382331848, "decode.d2.loss_dice": 0.9305217355489731, "decode.d3.loss_cls": 0.635081835091114, "decode.d3.loss_mask": 0.6979594081640244, "decode.d3.loss_dice": 0.9357898533344269, "decode.d4.loss_cls": 0.6243055045604706, "decode.d4.loss_mask": 0.6619190126657486, "decode.d4.loss_dice": 0.921426548063755, "decode.d5.loss_cls": 0.629334780573845, "decode.d5.loss_mask": 0.6643263012170791, "decode.d5.loss_dice": 0.9081261694431305, "decode.d6.loss_cls": 0.5599327370524406, "decode.d6.loss_mask": 0.6806813806295395, "decode.d6.loss_dice": 0.9051750257611275, "decode.d7.loss_cls": 0.5291884899139404, "decode.d7.loss_mask": 0.6765011310577392, "decode.d7.loss_dice": 0.9064736396074295, "decode.d8.loss_cls": 0.5230264320969582, "decode.d8.loss_mask": 0.685568630695343, "decode.d8.loss_dice": 0.9394343793392181, "time": 0.557310152053833, "memory": 7228, "step": 72600}
{"lr": 5.800041178237268e-06, "data_time": 0.009319543838500977, "grad_norm": 82.82160873413086, "loss": 22.814174747467042, "decode.loss_cls": 0.4992100663483143, "decode.loss_mask": 0.6192116260528564, "decode.loss_dice": 0.916685801744461, "decode.d0.loss_cls": 2.1293525099754333, "decode.d0.loss_mask": 0.6513416439294815, "decode.d0.loss_dice": 1.064641472697258, "decode.d1.loss_cls": 0.7804070875048638, "decode.d1.loss_mask": 0.6335266292095184, "decode.d1.loss_dice": 1.0018720626831055, "decode.d2.loss_cls": 0.6323442101478577, "decode.d2.loss_mask": 0.6004674524068833, "decode.d2.loss_dice": 0.9721708863973617, "decode.d3.loss_cls": 0.536030025780201, "decode.d3.loss_mask": 0.6036926656961441, "decode.d3.loss_dice": 0.9590667873620987, "decode.d4.loss_cls": 0.542727742344141, "decode.d4.loss_mask": 0.5992710888385773, "decode.d4.loss_dice": 0.9328577965497971, "decode.d5.loss_cls": 0.5170692309737206, "decode.d5.loss_mask": 0.6175031036138534, "decode.d5.loss_dice": 0.9018380105495453, "decode.d6.loss_cls": 0.5048720084130764, "decode.d6.loss_mask": 0.6094453632831573, "decode.d6.loss_dice": 0.9115100145339966, "decode.d7.loss_cls": 0.5036737285554409, "decode.d7.loss_mask": 0.6056904822587967, "decode.d7.loss_dice": 0.9221457362174987, "decode.d8.loss_cls": 0.5035887286067009, "decode.d8.loss_mask": 0.6122555673122406, "decode.d8.loss_dice": 0.9297057271003724, "time": 0.5312172651290894, "memory": 7183, "step": 72650}
{"lr": 5.797053092094276e-06, "data_time": 0.009326171875, "grad_norm": 88.98431854248047, "loss": 24.239639282226562, "decode.loss_cls": 0.6192657634615898, "decode.loss_mask": 0.7176620900630951, "decode.loss_dice": 0.897726121544838, "decode.d0.loss_cls": 2.2879137635231017, "decode.d0.loss_mask": 0.7150258511304856, "decode.d0.loss_dice": 1.0933333128690719, "decode.d1.loss_cls": 0.6777008682489395, "decode.d1.loss_mask": 0.7446741908788681, "decode.d1.loss_dice": 0.9880983740091324, "decode.d2.loss_cls": 0.6757514521479606, "decode.d2.loss_mask": 0.6503209620714188, "decode.d2.loss_dice": 0.9185539335012436, "decode.d3.loss_cls": 0.6537388652563095, "decode.d3.loss_mask": 0.692831638455391, "decode.d3.loss_dice": 0.8754379391670227, "decode.d4.loss_cls": 0.6075925022363663, "decode.d4.loss_mask": 0.7106715232133866, "decode.d4.loss_dice": 0.914425453543663, "decode.d5.loss_cls": 0.6142092853784561, "decode.d5.loss_mask": 0.7075550585985184, "decode.d5.loss_dice": 0.8650263518095016, "decode.d6.loss_cls": 0.577069216966629, "decode.d6.loss_mask": 0.7167486488819123, "decode.d6.loss_dice": 0.8750829249620438, "decode.d7.loss_cls": 0.602040633559227, "decode.d7.loss_mask": 0.7112551957368851, "decode.d7.loss_dice": 0.9142611056566239, "decode.d8.loss_cls": 0.5946116268634796, "decode.d8.loss_mask": 0.7226892530918121, "decode.d8.loss_dice": 0.8983657836914063, "time": 0.5330506086349487, "memory": 7243, "step": 72700}
{"lr": 5.7940648348074175e-06, "data_time": 0.009360814094543457, "grad_norm": 90.22996101379394, "loss": 24.435042667388917, "decode.loss_cls": 0.6101199239492416, "decode.loss_mask": 0.5768890053033828, "decode.loss_dice": 0.9654654383659362, "decode.d0.loss_cls": 2.1701969861984254, "decode.d0.loss_mask": 0.673571202158928, "decode.d0.loss_dice": 1.241168385744095, "decode.d1.loss_cls": 0.8040948614478112, "decode.d1.loss_mask": 0.6584171429276466, "decode.d1.loss_dice": 1.1105304062366486, "decode.d2.loss_cls": 0.7109033197164536, "decode.d2.loss_mask": 0.608404529094696, "decode.d2.loss_dice": 1.0381954461336136, "decode.d3.loss_cls": 0.6651829287409783, "decode.d3.loss_mask": 0.6105724602937699, "decode.d3.loss_dice": 0.9990738511085511, "decode.d4.loss_cls": 0.6899769216775894, "decode.d4.loss_mask": 0.5812870427966118, "decode.d4.loss_dice": 0.9624529868364334, "decode.d5.loss_cls": 0.6323537409305573, "decode.d5.loss_mask": 0.5805116459727288, "decode.d5.loss_dice": 0.9992195516824722, "decode.d6.loss_cls": 0.6700459510087967, "decode.d6.loss_mask": 0.5620055437088013, "decode.d6.loss_dice": 0.9514290273189545, "decode.d7.loss_cls": 0.6115612328052521, "decode.d7.loss_mask": 0.5588998138904572, "decode.d7.loss_dice": 0.9670038640499115, "decode.d8.loss_cls": 0.6915437296032906, "decode.d8.loss_mask": 0.5622896641492844, "decode.d8.loss_dice": 0.9716751933097839, "time": 0.5327784538269043, "memory": 7296, "step": 72750}
{"lr": 5.791076406268802e-06, "data_time": 0.009530329704284668, "grad_norm": 86.65141830444335, "loss": 29.125523853302003, "decode.loss_cls": 0.7597963660955429, "decode.loss_mask": 0.7831620097160339, "decode.loss_dice": 1.0473512768745423, "decode.d0.loss_cls": 2.3353673338890077, "decode.d0.loss_mask": 0.8691007703542709, "decode.d0.loss_dice": 1.2671288818120956, "decode.d1.loss_cls": 1.1593117415904999, "decode.d1.loss_mask": 0.8158165335655212, "decode.d1.loss_dice": 1.1177702009677888, "decode.d2.loss_cls": 0.9855895027518272, "decode.d2.loss_mask": 0.8156648457050324, "decode.d2.loss_dice": 1.0852802306413651, "decode.d3.loss_cls": 0.9203701496124268, "decode.d3.loss_mask": 0.7988018363714218, "decode.d3.loss_dice": 1.0474190622568131, "decode.d4.loss_cls": 0.8191592380404472, "decode.d4.loss_mask": 0.8147237211465835, "decode.d4.loss_dice": 1.0592994958162307, "decode.d5.loss_cls": 0.8043997988104821, "decode.d5.loss_mask": 0.8092404812574386, "decode.d5.loss_dice": 1.059936100244522, "decode.d6.loss_cls": 0.7776147097349166, "decode.d6.loss_mask": 0.8158369183540344, "decode.d6.loss_dice": 1.0479322254657746, "decode.d7.loss_cls": 0.8048576042056084, "decode.d7.loss_mask": 0.8130339741706848, "decode.d7.loss_dice": 1.0583528220653533, "decode.d8.loss_cls": 0.7879484027624131, "decode.d8.loss_mask": 0.7997854977846146, "decode.d8.loss_dice": 1.0454709127545356, "time": 0.5324404954910278, "memory": 7236, "step": 72800}
{"lr": 5.788087806370419e-06, "data_time": 0.009239983558654786, "grad_norm": 95.53255233764648, "loss": 22.268445777893067, "decode.loss_cls": 0.3795648992061615, "decode.loss_mask": 0.6703232765197754, "decode.loss_dice": 0.9093805581331253, "decode.d0.loss_cls": 1.9883180022239686, "decode.d0.loss_mask": 0.7350509852170944, "decode.d0.loss_dice": 1.0980708658695222, "decode.d1.loss_cls": 0.5626762360334396, "decode.d1.loss_mask": 0.6820997029542923, "decode.d1.loss_dice": 0.9941284030675888, "decode.d2.loss_cls": 0.5288796752691269, "decode.d2.loss_mask": 0.6625114053487777, "decode.d2.loss_dice": 0.9387483805418014, "decode.d3.loss_cls": 0.5115919679403305, "decode.d3.loss_mask": 0.6659921497106552, "decode.d3.loss_dice": 0.9220615416765213, "decode.d4.loss_cls": 0.47676995396614075, "decode.d4.loss_mask": 0.663662639260292, "decode.d4.loss_dice": 0.9325489461421966, "decode.d5.loss_cls": 0.4481318898499012, "decode.d5.loss_mask": 0.6613020032644272, "decode.d5.loss_dice": 0.8856762140989304, "decode.d6.loss_cls": 0.410118941962719, "decode.d6.loss_mask": 0.6694671213626862, "decode.d6.loss_dice": 0.9125178456306458, "decode.d7.loss_cls": 0.3878674626350403, "decode.d7.loss_mask": 0.667970672249794, "decode.d7.loss_dice": 0.9161853969097138, "decode.d8.loss_cls": 0.39153392761945727, "decode.d8.loss_mask": 0.6771916002035141, "decode.d8.loss_dice": 0.9181028753519058, "time": 0.5319035768508911, "memory": 7234, "step": 72850}
{"lr": 5.785099035004117e-06, "data_time": 0.00965709686279297, "grad_norm": 93.16844787597657, "loss": 28.702407836914062, "decode.loss_cls": 0.6006418019533157, "decode.loss_mask": 0.8562221020460129, "decode.loss_dice": 1.176576018333435, "decode.d0.loss_cls": 2.232002151012421, "decode.d0.loss_mask": 0.9626670807600022, "decode.d0.loss_dice": 1.3785252332687379, "decode.d1.loss_cls": 0.7308657735586166, "decode.d1.loss_mask": 0.9151461094617843, "decode.d1.loss_dice": 1.2779941856861115, "decode.d2.loss_cls": 0.6905889675021172, "decode.d2.loss_mask": 0.8879876852035522, "decode.d2.loss_dice": 1.214692121744156, "decode.d3.loss_cls": 0.6561503693461418, "decode.d3.loss_mask": 0.8330911606550216, "decode.d3.loss_dice": 1.1757439613342284, "decode.d4.loss_cls": 0.6007580161094666, "decode.d4.loss_mask": 0.8569327831268311, "decode.d4.loss_dice": 1.177788144350052, "decode.d5.loss_cls": 0.6428438499569893, "decode.d5.loss_mask": 0.854450699687004, "decode.d5.loss_dice": 1.1794896125793457, "decode.d6.loss_cls": 0.6079249024391175, "decode.d6.loss_mask": 0.8340463280677796, "decode.d6.loss_dice": 1.1336561560630798, "decode.d7.loss_cls": 0.6037638574838639, "decode.d7.loss_mask": 0.8445568859577179, "decode.d7.loss_dice": 1.1787605822086333, "decode.d8.loss_cls": 0.5850127682089805, "decode.d8.loss_mask": 0.8514744520187378, "decode.d8.loss_dice": 1.1620532751083374, "time": 0.5307981491088867, "memory": 7242, "step": 72900}
{"lr": 5.782110092061622e-06, "data_time": 0.0093919038772583, "grad_norm": 82.86188430786133, "loss": 28.443897247314453, "decode.loss_cls": 0.602838757634163, "decode.loss_mask": 0.699139729142189, "decode.loss_dice": 1.2534657895565033, "decode.d0.loss_cls": 2.2420459032058715, "decode.d0.loss_mask": 0.8297504484653473, "decode.d0.loss_dice": 1.4469193756580352, "decode.d1.loss_cls": 0.8158696174621582, "decode.d1.loss_mask": 0.7242076069116592, "decode.d1.loss_dice": 1.3072492331266403, "decode.d2.loss_cls": 0.672059690952301, "decode.d2.loss_mask": 0.7114375680685043, "decode.d2.loss_dice": 1.2913653254508972, "decode.d3.loss_cls": 0.661038601398468, "decode.d3.loss_mask": 0.7070592045783997, "decode.d3.loss_dice": 1.277329194545746, "decode.d4.loss_cls": 0.7193794280290604, "decode.d4.loss_mask": 0.7051287353038788, "decode.d4.loss_dice": 1.2715130269527435, "decode.d5.loss_cls": 0.6636898666620255, "decode.d5.loss_mask": 0.7069019466638565, "decode.d5.loss_dice": 1.2536786854267121, "decode.d6.loss_cls": 0.6841696709394455, "decode.d6.loss_mask": 0.6961428403854371, "decode.d6.loss_dice": 1.2606344670057297, "decode.d7.loss_cls": 0.6603296756744385, "decode.d7.loss_mask": 0.705400213599205, "decode.d7.loss_dice": 1.2656495809555053, "decode.d8.loss_cls": 0.6586407363414765, "decode.d8.loss_mask": 0.7068640142679214, "decode.d8.loss_dice": 1.2439970463514327, "time": 0.5601312637329101, "memory": 7244, "step": 72950}
{"lr": 5.779120977434522e-06, "data_time": 0.00942537784576416, "grad_norm": 87.57652053833007, "loss": 23.394863414764405, "decode.loss_cls": 0.6019132986664772, "decode.loss_mask": 0.5929846107959748, "decode.loss_dice": 0.9046079844236374, "decode.d0.loss_cls": 2.093807506561279, "decode.d0.loss_mask": 0.6186031833291054, "decode.d0.loss_dice": 1.1233430325984954, "decode.d1.loss_cls": 0.7397824242711067, "decode.d1.loss_mask": 0.6242146447300911, "decode.d1.loss_dice": 1.019130039215088, "decode.d2.loss_cls": 0.6662036627531052, "decode.d2.loss_mask": 0.6103637039661407, "decode.d2.loss_dice": 0.9906525135040283, "decode.d3.loss_cls": 0.6844421595335006, "decode.d3.loss_mask": 0.5815406367182732, "decode.d3.loss_dice": 0.9213448226451874, "decode.d4.loss_cls": 0.6619157671928406, "decode.d4.loss_mask": 0.601226943731308, "decode.d4.loss_dice": 0.9186537116765976, "decode.d5.loss_cls": 0.6263146072626113, "decode.d5.loss_mask": 0.581896398961544, "decode.d5.loss_dice": 0.92250454723835, "decode.d6.loss_cls": 0.6113295152783393, "decode.d6.loss_mask": 0.5810561865568161, "decode.d6.loss_dice": 0.8871176660060882, "decode.d7.loss_cls": 0.5650175228714943, "decode.d7.loss_mask": 0.5972611129283905, "decode.d7.loss_dice": 0.9238669663667679, "decode.d8.loss_cls": 0.6021957904100418, "decode.d8.loss_mask": 0.5908497929573059, "decode.d8.loss_dice": 0.9507230341434478, "time": 0.5343080043792725, "memory": 7205, "step": 73000}
{"lr": 5.776131691014277e-06, "data_time": 0.00935194492340088, "grad_norm": 89.60314865112305, "loss": 18.95646390914917, "decode.loss_cls": 0.395374758541584, "decode.loss_mask": 0.540893691778183, "decode.loss_dice": 0.7552630007266998, "decode.d0.loss_cls": 1.8216022610664369, "decode.d0.loss_mask": 0.6119075864553452, "decode.d0.loss_dice": 0.8671598851680755, "decode.d1.loss_cls": 0.46781866550445556, "decode.d1.loss_mask": 0.6147797852754593, "decode.d1.loss_dice": 0.851733535528183, "decode.d2.loss_cls": 0.46670617163181305, "decode.d2.loss_mask": 0.5661532908678055, "decode.d2.loss_dice": 0.784092128276825, "decode.d3.loss_cls": 0.3880240187048912, "decode.d3.loss_mask": 0.5645950645208359, "decode.d3.loss_dice": 0.7849998354911805, "decode.d4.loss_cls": 0.4014689773321152, "decode.d4.loss_mask": 0.5568566918373108, "decode.d4.loss_dice": 0.7548232197761535, "decode.d5.loss_cls": 0.37456621825695036, "decode.d5.loss_mask": 0.5467183828353882, "decode.d5.loss_dice": 0.7850184351205826, "decode.d6.loss_cls": 0.3969781070947647, "decode.d6.loss_mask": 0.5377086490392685, "decode.d6.loss_dice": 0.7495758473873139, "decode.d7.loss_cls": 0.3784251272678375, "decode.d7.loss_mask": 0.5364851206541061, "decode.d7.loss_dice": 0.7692711472511291, "decode.d8.loss_cls": 0.38523578345775605, "decode.d8.loss_mask": 0.5425943613052369, "decode.d8.loss_dice": 0.7596339821815491, "time": 0.5309725999832153, "memory": 7227, "step": 73050}
{"lr": 5.773142232692221e-06, "data_time": 0.009223651885986329, "grad_norm": 98.42789993286132, "loss": 27.37705526351929, "decode.loss_cls": 0.7992622688412666, "decode.loss_mask": 0.5788104414939881, "decode.loss_dice": 1.0595462009310723, "decode.d0.loss_cls": 2.3845905482769014, "decode.d0.loss_mask": 0.7568637117743492, "decode.d0.loss_dice": 1.3128887578845023, "decode.d1.loss_cls": 0.9902111604809761, "decode.d1.loss_mask": 0.6585574075579643, "decode.d1.loss_dice": 1.177314230799675, "decode.d2.loss_cls": 0.8904398322105408, "decode.d2.loss_mask": 0.6455412864685058, "decode.d2.loss_dice": 1.1099589258432387, "decode.d3.loss_cls": 0.8163899503648281, "decode.d3.loss_mask": 0.6213151760399341, "decode.d3.loss_dice": 1.0801759630441665, "decode.d4.loss_cls": 0.8196453258395195, "decode.d4.loss_mask": 0.6275338515639305, "decode.d4.loss_dice": 1.0778253763914107, "decode.d5.loss_cls": 0.8047224760055542, "decode.d5.loss_mask": 0.6131977438926697, "decode.d5.loss_dice": 1.0691140785813331, "decode.d6.loss_cls": 0.8834655612707139, "decode.d6.loss_mask": 0.5918577447533607, "decode.d6.loss_dice": 1.0443612784147263, "decode.d7.loss_cls": 0.850883899629116, "decode.d7.loss_mask": 0.5978219673037529, "decode.d7.loss_dice": 1.038434524834156, "decode.d8.loss_cls": 0.7554645746946335, "decode.d8.loss_mask": 0.6260913014411926, "decode.d8.loss_dice": 1.0947699427604676, "time": 0.5326716423034668, "memory": 7234, "step": 73100}
{"lr": 5.770152602359555e-06, "data_time": 0.009399056434631348, "grad_norm": 77.42361679077149, "loss": 25.921445083618163, "decode.loss_cls": 0.6043847918510437, "decode.loss_mask": 0.5818331241607666, "decode.loss_dice": 1.090644544363022, "decode.d0.loss_cls": 2.382501471042633, "decode.d0.loss_mask": 0.6616631269454956, "decode.d0.loss_dice": 1.2929425954818725, "decode.d1.loss_cls": 0.9185356318950653, "decode.d1.loss_mask": 0.6083984822034836, "decode.d1.loss_dice": 1.1890380859375, "decode.d2.loss_cls": 0.8580648571252822, "decode.d2.loss_mask": 0.5865994185209275, "decode.d2.loss_dice": 1.129091677069664, "decode.d3.loss_cls": 0.7183312594890594, "decode.d3.loss_mask": 0.5713609337806702, "decode.d3.loss_dice": 1.0996929198503493, "decode.d4.loss_cls": 0.6510554611682892, "decode.d4.loss_mask": 0.5790248930454254, "decode.d4.loss_dice": 1.1201839953660966, "decode.d5.loss_cls": 0.6760262370109558, "decode.d5.loss_mask": 0.5792293310165405, "decode.d5.loss_dice": 1.1167007625102996, "decode.d6.loss_cls": 0.6201305955648422, "decode.d6.loss_mask": 0.5934562265872956, "decode.d6.loss_dice": 1.0878920376300811, "decode.d7.loss_cls": 0.5991324841976166, "decode.d7.loss_mask": 0.5876693367958069, "decode.d7.loss_dice": 1.0974869072437285, "decode.d8.loss_cls": 0.6384210526943207, "decode.d8.loss_mask": 0.5887641459703445, "decode.d8.loss_dice": 1.0931894600391387, "time": 0.5335998296737671, "memory": 7245, "step": 73150}
{"lr": 5.767162799907333e-06, "data_time": 0.009418964385986328, "grad_norm": 93.72659149169922, "loss": 24.62394075393677, "decode.loss_cls": 0.6790796563029289, "decode.loss_mask": 0.5046214774250984, "decode.loss_dice": 1.0139867901802062, "decode.d0.loss_cls": 1.9918104410171509, "decode.d0.loss_mask": 0.621658343076706, "decode.d0.loss_dice": 1.241435354948044, "decode.d1.loss_cls": 0.8718850538134575, "decode.d1.loss_mask": 0.5718505159020424, "decode.d1.loss_dice": 1.132350993156433, "decode.d2.loss_cls": 0.7231873989105224, "decode.d2.loss_mask": 0.5574769034981728, "decode.d2.loss_dice": 1.1169703960418702, "decode.d3.loss_cls": 0.7125707373023034, "decode.d3.loss_mask": 0.5406237915158272, "decode.d3.loss_dice": 1.0969399750232696, "decode.d4.loss_cls": 0.6948640063405037, "decode.d4.loss_mask": 0.5331357806921005, "decode.d4.loss_dice": 1.1033571422100068, "decode.d5.loss_cls": 0.6700176000595093, "decode.d5.loss_mask": 0.5164782583713532, "decode.d5.loss_dice": 1.05676971077919, "decode.d6.loss_cls": 0.6746174603700638, "decode.d6.loss_mask": 0.5178058505058288, "decode.d6.loss_dice": 1.0445333480834962, "decode.d7.loss_cls": 0.6605283454060554, "decode.d7.loss_mask": 0.5190364867448807, "decode.d7.loss_dice": 1.0527832090854645, "decode.d8.loss_cls": 0.6420079201459885, "decode.d8.loss_mask": 0.5165621280670166, "decode.d8.loss_dice": 1.0449971735477448, "time": 0.5298110246658325, "memory": 7260, "step": 73200}
{"lr": 5.764172825226499e-06, "data_time": 0.00924854278564453, "grad_norm": 99.84945144653321, "loss": 30.03675470352173, "decode.loss_cls": 0.7906007051467896, "decode.loss_mask": 0.7059976547956467, "decode.loss_dice": 1.2084706604480744, "decode.d0.loss_cls": 2.596474516391754, "decode.d0.loss_mask": 0.7729082569479943, "decode.d0.loss_dice": 1.4692075937986373, "decode.d1.loss_cls": 1.127376453578472, "decode.d1.loss_mask": 0.6984286561608315, "decode.d1.loss_dice": 1.29110287129879, "decode.d2.loss_cls": 0.908980455994606, "decode.d2.loss_mask": 0.7234974026679992, "decode.d2.loss_dice": 1.2377834767103195, "decode.d3.loss_cls": 0.8134167075157166, "decode.d3.loss_mask": 0.6811319828033447, "decode.d3.loss_dice": 1.2484451889991761, "decode.d4.loss_cls": 0.8508002132177352, "decode.d4.loss_mask": 0.6721748471260071, "decode.d4.loss_dice": 1.2418996870517731, "decode.d5.loss_cls": 0.8337328210473061, "decode.d5.loss_mask": 0.6814550295472145, "decode.d5.loss_dice": 1.2314185589551925, "decode.d6.loss_cls": 0.8246545359492302, "decode.d6.loss_mask": 0.6630956441164017, "decode.d6.loss_dice": 1.22881061732769, "decode.d7.loss_cls": 0.8603632971644402, "decode.d7.loss_mask": 0.7145519837737083, "decode.d7.loss_dice": 1.2341978579759598, "decode.d8.loss_cls": 0.8331220239400864, "decode.d8.loss_mask": 0.68866828083992, "decode.d8.loss_dice": 1.2039859980344771, "time": 0.5319691658020019, "memory": 7228, "step": 73250}
{"lr": 5.761182678207853e-06, "data_time": 0.009212303161621093, "grad_norm": 87.17654647827149, "loss": 28.127530002593993, "decode.loss_cls": 0.7238832265138626, "decode.loss_mask": 0.7139533370733261, "decode.loss_dice": 1.154979932308197, "decode.d0.loss_cls": 2.44134863615036, "decode.d0.loss_mask": 0.7574489623308182, "decode.d0.loss_dice": 1.3290026903152465, "decode.d1.loss_cls": 0.7679469019174576, "decode.d1.loss_mask": 0.754236102104187, "decode.d1.loss_dice": 1.22189219892025, "decode.d2.loss_cls": 0.8060166269540787, "decode.d2.loss_mask": 0.76744185090065, "decode.d2.loss_dice": 1.1720219790935515, "decode.d3.loss_cls": 0.84506147056818, "decode.d3.loss_mask": 0.722435200214386, "decode.d3.loss_dice": 1.1361522287130357, "decode.d4.loss_cls": 0.7660605534911156, "decode.d4.loss_mask": 0.7096522003412247, "decode.d4.loss_dice": 1.1460860282182694, "decode.d5.loss_cls": 0.708658954501152, "decode.d5.loss_mask": 0.7193661510944367, "decode.d5.loss_dice": 1.1527949422597885, "decode.d6.loss_cls": 0.6754425972700119, "decode.d6.loss_mask": 0.7016272813081741, "decode.d6.loss_dice": 1.1323795765638351, "decode.d7.loss_cls": 0.6424708098173142, "decode.d7.loss_mask": 0.7125029265880585, "decode.d7.loss_dice": 1.158284640312195, "decode.d8.loss_cls": 0.7224234104156494, "decode.d8.loss_mask": 0.729439178109169, "decode.d8.loss_dice": 1.136520156264305, "time": 0.5596755981445313, "memory": 7276, "step": 73300}
{"lr": 5.758192358742064e-06, "data_time": 0.009367084503173828, "grad_norm": 87.03736038208008, "loss": 25.941167640686036, "decode.loss_cls": 0.6054113566875458, "decode.loss_mask": 0.6637367933988572, "decode.loss_dice": 1.0146393924951553, "decode.d0.loss_cls": 2.629626786708832, "decode.d0.loss_mask": 0.7052995771169662, "decode.d0.loss_dice": 1.2260332971811294, "decode.d1.loss_cls": 0.9044496178627014, "decode.d1.loss_mask": 0.6692063182592392, "decode.d1.loss_dice": 1.063513907790184, "decode.d2.loss_cls": 0.8244332045316696, "decode.d2.loss_mask": 0.6627833038568497, "decode.d2.loss_dice": 1.0505099654197694, "decode.d3.loss_cls": 0.7107073456048966, "decode.d3.loss_mask": 0.6669949382543564, "decode.d3.loss_dice": 1.0144208550453186, "decode.d4.loss_cls": 0.6286873161792755, "decode.d4.loss_mask": 0.6682685732841491, "decode.d4.loss_dice": 1.0413408398628234, "decode.d5.loss_cls": 0.6504910528659821, "decode.d5.loss_mask": 0.6779763489961624, "decode.d5.loss_dice": 1.0340418845415116, "decode.d6.loss_cls": 0.5851569235324859, "decode.d6.loss_mask": 0.6901494204998017, "decode.d6.loss_dice": 1.0240519374608994, "decode.d7.loss_cls": 0.6078558713197708, "decode.d7.loss_mask": 0.6765511006116867, "decode.d7.loss_dice": 0.9763399124145508, "decode.d8.loss_cls": 0.5970695436000824, "decode.d8.loss_mask": 0.6705133140087127, "decode.d8.loss_dice": 1.0009067207574844, "time": 0.5578391790390015, "memory": 7285, "step": 73350}
{"lr": 5.755201866719675e-06, "data_time": 0.009570455551147461, "grad_norm": 78.90583038330078, "loss": 20.49789333343506, "decode.loss_cls": 0.44689073264598844, "decode.loss_mask": 0.5545377880334854, "decode.loss_dice": 0.7956892669200897, "decode.d0.loss_cls": 1.9604408264160156, "decode.d0.loss_mask": 0.6330107629299164, "decode.d0.loss_dice": 0.9721669286489487, "decode.d1.loss_cls": 0.5600071430206299, "decode.d1.loss_mask": 0.6228129640221596, "decode.d1.loss_dice": 0.8855528935790062, "decode.d2.loss_cls": 0.5297305151820183, "decode.d2.loss_mask": 0.5664669126272202, "decode.d2.loss_dice": 0.8368070974946022, "decode.d3.loss_cls": 0.482984285056591, "decode.d3.loss_mask": 0.5743786334991455, "decode.d3.loss_dice": 0.8175588265061379, "decode.d4.loss_cls": 0.4577642187476158, "decode.d4.loss_mask": 0.5639967635273934, "decode.d4.loss_dice": 0.7951945513486862, "decode.d5.loss_cls": 0.5031272381544113, "decode.d5.loss_mask": 0.5671448841691017, "decode.d5.loss_dice": 0.8197780400514603, "decode.d6.loss_cls": 0.4619166821241379, "decode.d6.loss_mask": 0.5687229380011558, "decode.d6.loss_dice": 0.8166405588388443, "decode.d7.loss_cls": 0.46487363427877426, "decode.d7.loss_mask": 0.5615825921297073, "decode.d7.loss_dice": 0.8315611392259598, "decode.d8.loss_cls": 0.4618105858564377, "decode.d8.loss_mask": 0.5595142394304276, "decode.d8.loss_dice": 0.8252295225858688, "time": 0.5334930181503296, "memory": 7349, "step": 73400}
{"lr": 5.752211202031091e-06, "data_time": 0.00933666229248047, "grad_norm": 82.01220626831055, "loss": 24.943382263183594, "decode.loss_cls": 0.6951694905757904, "decode.loss_mask": 0.6402486532926559, "decode.loss_dice": 0.9280265927314758, "decode.d0.loss_cls": 2.229723942279816, "decode.d0.loss_mask": 0.7343248546123504, "decode.d0.loss_dice": 1.1938655734062196, "decode.d1.loss_cls": 0.8153631865978241, "decode.d1.loss_mask": 0.6905427277088165, "decode.d1.loss_dice": 1.0464465379714967, "decode.d2.loss_cls": 0.7433972895145416, "decode.d2.loss_mask": 0.6611105501651764, "decode.d2.loss_dice": 0.9681148499250412, "decode.d3.loss_cls": 0.6643898606300354, "decode.d3.loss_mask": 0.6700709134340286, "decode.d3.loss_dice": 0.9736172378063201, "decode.d4.loss_cls": 0.5980354949831963, "decode.d4.loss_mask": 0.6834327638149261, "decode.d4.loss_dice": 0.9541725009679795, "decode.d5.loss_cls": 0.706996962428093, "decode.d5.loss_mask": 0.675907102227211, "decode.d5.loss_dice": 0.926866865158081, "decode.d6.loss_cls": 0.6277952298521996, "decode.d6.loss_mask": 0.6624690383672714, "decode.d6.loss_dice": 0.9481507539749146, "decode.d7.loss_cls": 0.6192665472626686, "decode.d7.loss_mask": 0.6716014295816422, "decode.d7.loss_dice": 0.9364151239395142, "decode.d8.loss_cls": 0.6391210272908211, "decode.d8.loss_mask": 0.6731558978557587, "decode.d8.loss_dice": 0.9655833333730698, "time": 0.5588642120361328, "memory": 7251, "step": 73450}
{"lr": 5.749220364566582e-06, "data_time": 0.009352779388427735, "grad_norm": 80.62045211791992, "loss": 27.05112495422363, "decode.loss_cls": 0.6606999725103379, "decode.loss_mask": 0.6596299558877945, "decode.loss_dice": 1.1552091121673584, "decode.d0.loss_cls": 2.2629235982894897, "decode.d0.loss_mask": 0.7521905660629272, "decode.d0.loss_dice": 1.3422371029853821, "decode.d1.loss_cls": 0.8125065058469773, "decode.d1.loss_mask": 0.6922595024108886, "decode.d1.loss_dice": 1.236129942536354, "decode.d2.loss_cls": 0.7867954805493355, "decode.d2.loss_mask": 0.65248943567276, "decode.d2.loss_dice": 1.1935028433799744, "decode.d3.loss_cls": 0.7007726460695267, "decode.d3.loss_mask": 0.6295926392078399, "decode.d3.loss_dice": 1.1415818244218827, "decode.d4.loss_cls": 0.7133276164531708, "decode.d4.loss_mask": 0.6810751259326935, "decode.d4.loss_dice": 1.1750730901956559, "decode.d5.loss_cls": 0.6753558099269867, "decode.d5.loss_mask": 0.6435442626476288, "decode.d5.loss_dice": 1.1529094099998474, "decode.d6.loss_cls": 0.625640170276165, "decode.d6.loss_mask": 0.6334379613399506, "decode.d6.loss_dice": 1.1220742851495742, "decode.d7.loss_cls": 0.6680829152464867, "decode.d7.loss_mask": 0.6259344667196274, "decode.d7.loss_dice": 1.1411481529474259, "decode.d8.loss_cls": 0.7231442600488662, "decode.d8.loss_mask": 0.6534081161022186, "decode.d8.loss_dice": 1.138447904586792, "time": 0.5312819004058837, "memory": 7283, "step": 73500}
{"lr": 5.746229354216286e-06, "data_time": 0.00952455997467041, "grad_norm": 79.28168106079102, "loss": 25.1492959022522, "decode.loss_cls": 0.7544683620333672, "decode.loss_mask": 0.6216934412717819, "decode.loss_dice": 0.9342452436685562, "decode.d0.loss_cls": 1.9736280202865601, "decode.d0.loss_mask": 0.7063894748687745, "decode.d0.loss_dice": 1.1682194292545318, "decode.d1.loss_cls": 0.8408693909645081, "decode.d1.loss_mask": 0.6364285856485367, "decode.d1.loss_dice": 1.0060087025165558, "decode.d2.loss_cls": 0.8126713141798974, "decode.d2.loss_mask": 0.6459095776081085, "decode.d2.loss_dice": 1.0005410671234132, "decode.d3.loss_cls": 0.8106389909982681, "decode.d3.loss_mask": 0.6283280849456787, "decode.d3.loss_dice": 0.9692251533269882, "decode.d4.loss_cls": 0.7928912565112114, "decode.d4.loss_mask": 0.6235315084457398, "decode.d4.loss_dice": 0.9621849596500397, "decode.d5.loss_cls": 0.7065384410321712, "decode.d5.loss_mask": 0.6267385721206665, "decode.d5.loss_dice": 0.9695021152496338, "decode.d6.loss_cls": 0.7883907079696655, "decode.d6.loss_mask": 0.6210620880126954, "decode.d6.loss_dice": 0.9537891238927841, "decode.d7.loss_cls": 0.708226827532053, "decode.d7.loss_mask": 0.6127553224563599, "decode.d7.loss_dice": 0.9280398488044739, "decode.d8.loss_cls": 0.7576391883194447, "decode.d8.loss_mask": 0.6236507385969162, "decode.d8.loss_dice": 0.9650892615318298, "time": 0.5333095788955688, "memory": 7261, "step": 73550}
{"lr": 5.743238170870213e-06, "data_time": 0.00948193073272705, "grad_norm": 88.71448440551758, "loss": 23.189442920684815, "decode.loss_cls": 0.6655342265963554, "decode.loss_mask": 0.5813802510499955, "decode.loss_dice": 0.8664560794830323, "decode.d0.loss_cls": 2.0576218605041503, "decode.d0.loss_mask": 0.635212630033493, "decode.d0.loss_dice": 1.0175879448652267, "decode.d1.loss_cls": 0.7696833431720733, "decode.d1.loss_mask": 0.6115393877029419, "decode.d1.loss_dice": 0.9380970984697342, "decode.d2.loss_cls": 0.7233978927135467, "decode.d2.loss_mask": 0.5864458054304122, "decode.d2.loss_dice": 0.921566903591156, "decode.d3.loss_cls": 0.7053061738610268, "decode.d3.loss_mask": 0.5812720835208893, "decode.d3.loss_dice": 0.8941226720809936, "decode.d4.loss_cls": 0.7086985528469085, "decode.d4.loss_mask": 0.5832391589879989, "decode.d4.loss_dice": 0.8804589539766312, "decode.d5.loss_cls": 0.6374373108148574, "decode.d5.loss_mask": 0.5954255133867263, "decode.d5.loss_dice": 0.9048288494348526, "decode.d6.loss_cls": 0.656951504945755, "decode.d6.loss_mask": 0.5897453010082245, "decode.d6.loss_dice": 0.8791664332151413, "decode.d7.loss_cls": 0.6391087278723717, "decode.d7.loss_mask": 0.5814369291067123, "decode.d7.loss_dice": 0.88045574426651, "decode.d8.loss_cls": 0.6124199092388153, "decode.d8.loss_mask": 0.5852990955114364, "decode.d8.loss_dice": 0.8995468467473984, "time": 0.5329488039016723, "memory": 7232, "step": 73600}
{"lr": 5.740246814418231e-06, "data_time": 0.009553194046020508, "grad_norm": 76.18969955444337, "loss": 20.740232849121092, "decode.loss_cls": 0.4930990621447563, "decode.loss_mask": 0.5498367622494698, "decode.loss_dice": 0.749616476893425, "decode.d0.loss_cls": 2.02810595035553, "decode.d0.loss_mask": 0.6280720859766007, "decode.d0.loss_dice": 0.9282508730888367, "decode.d1.loss_cls": 0.6874122634530068, "decode.d1.loss_mask": 0.5778210520744324, "decode.d1.loss_dice": 0.8895809352397919, "decode.d2.loss_cls": 0.5373309075832366, "decode.d2.loss_mask": 0.5783688843250274, "decode.d2.loss_dice": 0.8546092242002488, "decode.d3.loss_cls": 0.5973940685391426, "decode.d3.loss_mask": 0.5588645756244659, "decode.d3.loss_dice": 0.824253785610199, "decode.d4.loss_cls": 0.5606307610869408, "decode.d4.loss_mask": 0.541568523645401, "decode.d4.loss_dice": 0.7906585514545441, "decode.d5.loss_cls": 0.5205980956554412, "decode.d5.loss_mask": 0.55398158878088, "decode.d5.loss_dice": 0.7874253630638123, "decode.d6.loss_cls": 0.5193637102842331, "decode.d6.loss_mask": 0.5513122782111168, "decode.d6.loss_dice": 0.7919812738895416, "decode.d7.loss_cls": 0.5019354432821274, "decode.d7.loss_mask": 0.545721459388733, "decode.d7.loss_dice": 0.7723386883735657, "decode.d8.loss_cls": 0.5195489227771759, "decode.d8.loss_mask": 0.5398068577051163, "decode.d8.loss_dice": 0.7607450962066651, "time": 0.5330374956130981, "memory": 7237, "step": 73650}
{"lr": 5.737255284750085e-06, "data_time": 0.009270119667053222, "grad_norm": 79.10938148498535, "loss": 24.37062520980835, "decode.loss_cls": 0.7257014006376267, "decode.loss_mask": 0.5664809450507164, "decode.loss_dice": 0.9312559187412262, "decode.d0.loss_cls": 2.202143692970276, "decode.d0.loss_mask": 0.6436655551195145, "decode.d0.loss_dice": 1.1278451085090637, "decode.d1.loss_cls": 0.7861113995313644, "decode.d1.loss_mask": 0.6175919204950333, "decode.d1.loss_dice": 0.9805834054946899, "decode.d2.loss_cls": 0.7909480854868889, "decode.d2.loss_mask": 0.6009420543909073, "decode.d2.loss_dice": 0.9607275635004043, "decode.d3.loss_cls": 0.7430200360715389, "decode.d3.loss_mask": 0.5763065859675407, "decode.d3.loss_dice": 0.9406949579715729, "decode.d4.loss_cls": 0.7284638807177544, "decode.d4.loss_mask": 0.5693669021129608, "decode.d4.loss_dice": 0.9424261271953582, "decode.d5.loss_cls": 0.71316374912858, "decode.d5.loss_mask": 0.5723582029342651, "decode.d5.loss_dice": 0.931026965379715, "decode.d6.loss_cls": 0.708661425113678, "decode.d6.loss_mask": 0.6016521364450454, "decode.d6.loss_dice": 0.9484941840171814, "decode.d7.loss_cls": 0.6781630359590054, "decode.d7.loss_mask": 0.5908693760633469, "decode.d7.loss_dice": 0.9438786804676056, "decode.d8.loss_cls": 0.7255010239779949, "decode.d8.loss_mask": 0.5725862294435501, "decode.d8.loss_dice": 0.9499952912330627, "time": 0.5338462591171265, "memory": 7224, "step": 73700}
{"lr": 5.734263581755369e-06, "data_time": 0.009314894676208496, "grad_norm": 113.10602264404297, "loss": 22.89540114402771, "decode.loss_cls": 0.6037859909236432, "decode.loss_mask": 0.6202687546610832, "decode.loss_dice": 0.8407941848039627, "decode.d0.loss_cls": 2.2758715748786926, "decode.d0.loss_mask": 0.7060830593109131, "decode.d0.loss_dice": 0.9955283954739571, "decode.d1.loss_cls": 0.7618151143193245, "decode.d1.loss_mask": 0.6460610330104828, "decode.d1.loss_dice": 0.8761472851037979, "decode.d2.loss_cls": 0.6518673598766327, "decode.d2.loss_mask": 0.68324673473835, "decode.d2.loss_dice": 0.9060249730944634, "decode.d3.loss_cls": 0.6673786282539368, "decode.d3.loss_mask": 0.6126336485147477, "decode.d3.loss_dice": 0.8384148806333542, "decode.d4.loss_cls": 0.594544268399477, "decode.d4.loss_mask": 0.6149597242474556, "decode.d4.loss_dice": 0.8415073335170746, "decode.d5.loss_cls": 0.5755133770406247, "decode.d5.loss_mask": 0.6213434875011444, "decode.d5.loss_dice": 0.8363445430994034, "decode.d6.loss_cls": 0.5620301961898804, "decode.d6.loss_mask": 0.626647399365902, "decode.d6.loss_dice": 0.8518484398722649, "decode.d7.loss_cls": 0.5582884669303894, "decode.d7.loss_mask": 0.6193623140454292, "decode.d7.loss_dice": 0.8586765885353088, "decode.d8.loss_cls": 0.5789799734950065, "decode.d8.loss_mask": 0.6261929392814636, "decode.d8.loss_dice": 0.8432403713464737, "time": 0.5634423017501831, "memory": 7222, "step": 73750}
{"lr": 5.7312717053235605e-06, "data_time": 0.00928483009338379, "grad_norm": 88.8210838317871, "loss": 21.115589141845703, "decode.loss_cls": 0.5819642402231693, "decode.loss_mask": 0.5958214402198792, "decode.loss_dice": 0.761506912112236, "decode.d0.loss_cls": 1.9431497216224671, "decode.d0.loss_mask": 0.7036855965852737, "decode.d0.loss_dice": 0.9159481018781662, "decode.d1.loss_cls": 0.6334702908992768, "decode.d1.loss_mask": 0.6193654209375381, "decode.d1.loss_dice": 0.8065172642469406, "decode.d2.loss_cls": 0.6162968337535858, "decode.d2.loss_mask": 0.6075724840164185, "decode.d2.loss_dice": 0.7980841636657715, "decode.d3.loss_cls": 0.6208582118153572, "decode.d3.loss_mask": 0.6029327154159546, "decode.d3.loss_dice": 0.7611831903457642, "decode.d4.loss_cls": 0.5683516055345536, "decode.d4.loss_mask": 0.5960505723953247, "decode.d4.loss_dice": 0.7617783129215241, "decode.d5.loss_cls": 0.5394654467701911, "decode.d5.loss_mask": 0.6107036232948303, "decode.d5.loss_dice": 0.7566678166389466, "decode.d6.loss_cls": 0.5371691718697548, "decode.d6.loss_mask": 0.6151172548532486, "decode.d6.loss_dice": 0.7595917791128158, "decode.d7.loss_cls": 0.5721337109804153, "decode.d7.loss_mask": 0.5910820335149765, "decode.d7.loss_dice": 0.7474437713623047, "decode.d8.loss_cls": 0.5302723973989487, "decode.d8.loss_mask": 0.6039432018995285, "decode.d8.loss_dice": 0.7574618369340896, "time": 0.5323416709899902, "memory": 7254, "step": 73800}
{"lr": 5.728279655343989e-06, "data_time": 0.009214973449707032, "grad_norm": 81.30761680603027, "loss": 25.934318351745606, "decode.loss_cls": 0.6350110709667206, "decode.loss_mask": 0.659910649061203, "decode.loss_dice": 1.0412410199642181, "decode.d0.loss_cls": 2.171524000167847, "decode.d0.loss_mask": 0.7595696389675141, "decode.d0.loss_dice": 1.1904806315898895, "decode.d1.loss_cls": 0.9802878499031067, "decode.d1.loss_mask": 0.6813318938016891, "decode.d1.loss_dice": 1.1099813580513, "decode.d2.loss_cls": 0.746602725982666, "decode.d2.loss_mask": 0.6901542127132416, "decode.d2.loss_dice": 1.0967123448848723, "decode.d3.loss_cls": 0.7292488619685173, "decode.d3.loss_mask": 0.675758957862854, "decode.d3.loss_dice": 1.0550091087818145, "decode.d4.loss_cls": 0.6738501027226448, "decode.d4.loss_mask": 0.6558514088392258, "decode.d4.loss_dice": 1.0329850971698762, "decode.d5.loss_cls": 0.6477366879582405, "decode.d5.loss_mask": 0.6576928913593292, "decode.d5.loss_dice": 1.0247057914733886, "decode.d6.loss_cls": 0.6731228977441788, "decode.d6.loss_mask": 0.6526873230934143, "decode.d6.loss_dice": 1.0152111172676086, "decode.d7.loss_cls": 0.6402688503265381, "decode.d7.loss_mask": 0.6584379434585571, "decode.d7.loss_dice": 1.035460615158081, "decode.d8.loss_cls": 0.6547102898359298, "decode.d8.loss_mask": 0.6581539422273636, "decode.d8.loss_dice": 1.0306184828281402, "time": 0.5343762636184692, "memory": 7207, "step": 73850}
{"lr": 5.725287431705862e-06, "data_time": 0.009400606155395508, "grad_norm": 91.16981964111328, "loss": 24.550393295288085, "decode.loss_cls": 0.6624827727675437, "decode.loss_mask": 0.6151377469301224, "decode.loss_dice": 0.902994567155838, "decode.d0.loss_cls": 2.3650940895080566, "decode.d0.loss_mask": 0.6823227226734161, "decode.d0.loss_dice": 1.1439632296562194, "decode.d1.loss_cls": 0.8719427168369294, "decode.d1.loss_mask": 0.6284266620874405, "decode.d1.loss_dice": 0.9844959378242493, "decode.d2.loss_cls": 0.7474029213190079, "decode.d2.loss_mask": 0.6305476784706116, "decode.d2.loss_dice": 0.9689484179019928, "decode.d3.loss_cls": 0.7045246854424476, "decode.d3.loss_mask": 0.6118722498416901, "decode.d3.loss_dice": 0.9329151511192322, "decode.d4.loss_cls": 0.7155934154987336, "decode.d4.loss_mask": 0.6069731265306473, "decode.d4.loss_dice": 0.9382311075925827, "decode.d5.loss_cls": 0.6812270611524582, "decode.d5.loss_mask": 0.6240592718124389, "decode.d5.loss_dice": 0.9371381223201751, "decode.d6.loss_cls": 0.6825951367616654, "decode.d6.loss_mask": 0.6301040172576904, "decode.d6.loss_dice": 0.9167907148599624, "decode.d7.loss_cls": 0.6408135131001472, "decode.d7.loss_mask": 0.6367066890001297, "decode.d7.loss_dice": 0.9257718235254287, "decode.d8.loss_cls": 0.6364970609545708, "decode.d8.loss_mask": 0.6205445647239685, "decode.d8.loss_dice": 0.9042754024267197, "time": 0.5611968517303467, "memory": 7274, "step": 73900}
{"lr": 5.722295034298235e-06, "data_time": 0.009395623207092285, "grad_norm": 81.37056732177734, "loss": 23.857486248016357, "decode.loss_cls": 0.721369844675064, "decode.loss_mask": 0.49151787757873533, "decode.loss_dice": 0.8470710307359696, "decode.d0.loss_cls": 2.5286441802978517, "decode.d0.loss_mask": 0.5830387443304061, "decode.d0.loss_dice": 1.065722867846489, "decode.d1.loss_cls": 1.0787116795778275, "decode.d1.loss_mask": 0.5199011325836181, "decode.d1.loss_dice": 0.868357264995575, "decode.d2.loss_cls": 0.951479634642601, "decode.d2.loss_mask": 0.5093805074691773, "decode.d2.loss_dice": 0.859669440984726, "decode.d3.loss_cls": 0.8196199089288712, "decode.d3.loss_mask": 0.4981539934873581, "decode.d3.loss_dice": 0.8476748198270798, "decode.d4.loss_cls": 0.8473226234316826, "decode.d4.loss_mask": 0.4897475004196167, "decode.d4.loss_dice": 0.8170206844806671, "decode.d5.loss_cls": 0.8083329573273659, "decode.d5.loss_mask": 0.48669777512550355, "decode.d5.loss_dice": 0.8010107696056366, "decode.d6.loss_cls": 0.8534601718187332, "decode.d6.loss_mask": 0.4849476397037506, "decode.d6.loss_dice": 0.8423515349626541, "decode.d7.loss_cls": 0.7805560991168022, "decode.d7.loss_mask": 0.4918988198041916, "decode.d7.loss_dice": 0.8496501594781876, "decode.d8.loss_cls": 0.7543166920542717, "decode.d8.loss_mask": 0.49233759343624117, "decode.d8.loss_dice": 0.8675221085548401, "time": 0.5325041294097901, "memory": 7244, "step": 73950}
{"lr": 5.7193024630100405e-06, "data_time": 0.009520578384399413, "grad_norm": 86.9714569091797, "loss": 30.061938858032228, "decode.loss_cls": 0.7160503901541233, "decode.loss_mask": 0.7269010603427887, "decode.loss_dice": 1.327622079849243, "decode.d0.loss_cls": 2.4722800493240356, "decode.d0.loss_mask": 0.811981251835823, "decode.d0.loss_dice": 1.4659329414367677, "decode.d1.loss_cls": 0.916973926872015, "decode.d1.loss_mask": 0.7493492558598518, "decode.d1.loss_dice": 1.3353608310222627, "decode.d2.loss_cls": 0.8603365167975425, "decode.d2.loss_mask": 0.7393913105130195, "decode.d2.loss_dice": 1.322769096493721, "decode.d3.loss_cls": 0.7692010596394538, "decode.d3.loss_mask": 0.7288706660270691, "decode.d3.loss_dice": 1.3275233298540114, "decode.d4.loss_cls": 0.746077337116003, "decode.d4.loss_mask": 0.7328704863786697, "decode.d4.loss_dice": 1.3416075736284256, "decode.d5.loss_cls": 0.7380837932229042, "decode.d5.loss_mask": 0.7026381522417069, "decode.d5.loss_dice": 1.3136244058609008, "decode.d6.loss_cls": 0.706873607635498, "decode.d6.loss_mask": 0.7111519008874894, "decode.d6.loss_dice": 1.308298471570015, "decode.d7.loss_cls": 0.7164561554789544, "decode.d7.loss_mask": 0.7243020519614219, "decode.d7.loss_dice": 1.3051879078149795, "decode.d8.loss_cls": 0.7291668236255646, "decode.d8.loss_mask": 0.7234144076704979, "decode.d8.loss_dice": 1.2916422963142395, "time": 0.5322707176208497, "memory": 7282, "step": 74000}
{"lr": 5.7163097177300825e-06, "data_time": 0.00950002670288086, "grad_norm": 87.4634563446045, "loss": 31.693002891540527, "decode.loss_cls": 0.9308255612850189, "decode.loss_mask": 0.648834952712059, "decode.loss_dice": 1.353277564048767, "decode.d0.loss_cls": 2.3791281819343566, "decode.d0.loss_mask": 0.7258470445871353, "decode.d0.loss_dice": 1.571773934364319, "decode.d1.loss_cls": 1.0899313554167747, "decode.d1.loss_mask": 0.6798908054828644, "decode.d1.loss_dice": 1.4649328470230103, "decode.d2.loss_cls": 1.0868486702442168, "decode.d2.loss_mask": 0.6431451469659806, "decode.d2.loss_dice": 1.3590920746326447, "decode.d3.loss_cls": 1.0282103583216666, "decode.d3.loss_mask": 0.6506998300552368, "decode.d3.loss_dice": 1.3700517475605012, "decode.d4.loss_cls": 0.943872781097889, "decode.d4.loss_mask": 0.650082603096962, "decode.d4.loss_dice": 1.3544826567173005, "decode.d5.loss_cls": 0.9764344230294227, "decode.d5.loss_mask": 0.6432623744010926, "decode.d5.loss_dice": 1.3601458668708801, "decode.d6.loss_cls": 0.9494164973497391, "decode.d6.loss_mask": 0.653079342842102, "decode.d6.loss_dice": 1.3240927934646607, "decode.d7.loss_cls": 0.904637536406517, "decode.d7.loss_mask": 0.6604921311140061, "decode.d7.loss_dice": 1.3336670398712158, "decode.d8.loss_cls": 0.961228697001934, "decode.d8.loss_mask": 0.6668962746858597, "decode.d8.loss_dice": 1.3287208139896394, "time": 0.5333875894546509, "memory": 7207, "step": 74050}
{"lr": 5.713316798347012e-06, "data_time": 0.008905339241027831, "grad_norm": 84.16740036010742, "loss": 25.874009084701537, "decode.loss_cls": 0.6788755007088184, "decode.loss_mask": 0.6415680810809136, "decode.loss_dice": 1.0338602364063263, "decode.d0.loss_cls": 2.295015072822571, "decode.d0.loss_mask": 0.6885854572057724, "decode.d0.loss_dice": 1.1754527732729911, "decode.d1.loss_cls": 0.8440453603863716, "decode.d1.loss_mask": 0.6281456932425499, "decode.d1.loss_dice": 1.0982739195227622, "decode.d2.loss_cls": 0.770301054418087, "decode.d2.loss_mask": 0.6529703512787819, "decode.d2.loss_dice": 1.0950582161545754, "decode.d3.loss_cls": 0.7519089110195637, "decode.d3.loss_mask": 0.6072298839688302, "decode.d3.loss_dice": 1.017708060145378, "decode.d4.loss_cls": 0.7574788421392441, "decode.d4.loss_mask": 0.6176843747496605, "decode.d4.loss_dice": 1.0130115002393723, "decode.d5.loss_cls": 0.788640458881855, "decode.d5.loss_mask": 0.5964495964348316, "decode.d5.loss_dice": 1.0275877580046653, "decode.d6.loss_cls": 0.7681233197450638, "decode.d6.loss_mask": 0.6036635555326939, "decode.d6.loss_dice": 1.0112224146723747, "decode.d7.loss_cls": 0.6949559628963471, "decode.d7.loss_mask": 0.6106826186180114, "decode.d7.loss_dice": 1.01481022387743, "decode.d8.loss_cls": 0.7310392774641514, "decode.d8.loss_mask": 0.6220688685774803, "decode.d8.loss_dice": 1.0375913307070732, "time": 0.5334681272506714, "memory": 7215, "step": 74100}
{"lr": 5.7103237047493495e-06, "data_time": 0.009132909774780273, "grad_norm": 102.45877685546876, "loss": 20.885998725891113, "decode.loss_cls": 0.4216326028108597, "decode.loss_mask": 0.5621266707777977, "decode.loss_dice": 0.9049115896224975, "decode.d0.loss_cls": 1.6718037962913512, "decode.d0.loss_mask": 0.5891959205269813, "decode.d0.loss_dice": 0.9771285593509674, "decode.d1.loss_cls": 0.5283456265926361, "decode.d1.loss_mask": 0.5997304275631905, "decode.d1.loss_dice": 0.9394728034734726, "decode.d2.loss_cls": 0.5297474950551987, "decode.d2.loss_mask": 0.5973803699016571, "decode.d2.loss_dice": 0.9105156779289245, "decode.d3.loss_cls": 0.42594384104013444, "decode.d3.loss_mask": 0.5843316674232483, "decode.d3.loss_dice": 0.8809416383504868, "decode.d4.loss_cls": 0.5166979089379311, "decode.d4.loss_mask": 0.5895672559738159, "decode.d4.loss_dice": 0.8685440927743912, "decode.d5.loss_cls": 0.49907267689704893, "decode.d5.loss_mask": 0.5876620441675187, "decode.d5.loss_dice": 0.8830097317695618, "decode.d6.loss_cls": 0.5295558050274849, "decode.d6.loss_mask": 0.5784012168645859, "decode.d6.loss_dice": 0.8645074933767318, "decode.d7.loss_cls": 0.473353685438633, "decode.d7.loss_mask": 0.5741239279508591, "decode.d7.loss_dice": 0.8703924268484116, "decode.d8.loss_cls": 0.49396049827337263, "decode.d8.loss_mask": 0.5732908830046654, "decode.d8.loss_dice": 0.8606500387191772, "time": 0.5349305629730224, "memory": 7172, "step": 74150}
{"lr": 5.707330436825483e-06, "data_time": 0.009228062629699708, "grad_norm": 87.88287658691407, "loss": 23.942257404327393, "decode.loss_cls": 0.5027980595827103, "decode.loss_mask": 0.6526512652635574, "decode.loss_dice": 0.9911060184240341, "decode.d0.loss_cls": 2.1583094596862793, "decode.d0.loss_mask": 0.6769455879926681, "decode.d0.loss_dice": 1.133499976992607, "decode.d1.loss_cls": 0.746478870511055, "decode.d1.loss_mask": 0.6716791033744812, "decode.d1.loss_dice": 1.0562650352716445, "decode.d2.loss_cls": 0.6080221280455589, "decode.d2.loss_mask": 0.6394242748618126, "decode.d2.loss_dice": 1.0028855800628662, "decode.d3.loss_cls": 0.5747981891036034, "decode.d3.loss_mask": 0.6552148640155793, "decode.d3.loss_dice": 0.9858203858137131, "decode.d4.loss_cls": 0.5544107750058174, "decode.d4.loss_mask": 0.6405807465314866, "decode.d4.loss_dice": 0.977545902132988, "decode.d5.loss_cls": 0.5309504628181457, "decode.d5.loss_mask": 0.6504480183124542, "decode.d5.loss_dice": 1.001454871892929, "decode.d6.loss_cls": 0.559196263551712, "decode.d6.loss_mask": 0.6462470591068268, "decode.d6.loss_dice": 0.9803650617599488, "decode.d7.loss_cls": 0.5154793158173561, "decode.d7.loss_mask": 0.6554375618696213, "decode.d7.loss_dice": 0.9942349165678024, "decode.d8.loss_cls": 0.5241803638637066, "decode.d8.loss_mask": 0.6564214885234833, "decode.d8.loss_dice": 0.9994060873985291, "time": 0.533492922782898, "memory": 7319, "step": 74200}
{"lr": 5.704336994463663e-06, "data_time": 0.009402155876159668, "grad_norm": 98.0883804321289, "loss": 24.686258602142335, "decode.loss_cls": 0.7953869059681893, "decode.loss_mask": 0.6349000811576844, "decode.loss_dice": 0.8261702448129654, "decode.d0.loss_cls": 2.2843552350997927, "decode.d0.loss_mask": 0.7009354859590531, "decode.d0.loss_dice": 0.9957884550094604, "decode.d1.loss_cls": 0.9600201487541199, "decode.d1.loss_mask": 0.6621152549982071, "decode.d1.loss_dice": 0.9188906133174897, "decode.d2.loss_cls": 0.8542961567640305, "decode.d2.loss_mask": 0.6367599666118622, "decode.d2.loss_dice": 0.887592938542366, "decode.d3.loss_cls": 0.8205609977245331, "decode.d3.loss_mask": 0.6109545469284058, "decode.d3.loss_dice": 0.8495413601398468, "decode.d4.loss_cls": 0.7871385455131531, "decode.d4.loss_mask": 0.6071841448545456, "decode.d4.loss_dice": 0.852606725692749, "decode.d5.loss_cls": 0.7330540180206299, "decode.d5.loss_mask": 0.6366157114505768, "decode.d5.loss_dice": 0.9091721624135971, "decode.d6.loss_cls": 0.7674970746040344, "decode.d6.loss_mask": 0.6340962022542953, "decode.d6.loss_dice": 0.8424694061279296, "decode.d7.loss_cls": 0.7796853750944137, "decode.d7.loss_mask": 0.6341629028320312, "decode.d7.loss_dice": 0.8281381636857986, "decode.d8.loss_cls": 0.7404169902205467, "decode.d8.loss_mask": 0.6408545076847076, "decode.d8.loss_dice": 0.8548980116844177, "time": 0.5344770193099976, "memory": 7224, "step": 74250}
{"lr": 5.701343377551995e-06, "data_time": 0.009504103660583496, "grad_norm": 87.86914443969727, "loss": 26.163585948944093, "decode.loss_cls": 0.6653192296624184, "decode.loss_mask": 0.6466142535209656, "decode.loss_dice": 1.0679840564727783, "decode.d0.loss_cls": 2.194155013561249, "decode.d0.loss_mask": 0.7485193639993668, "decode.d0.loss_dice": 1.2704641699790955, "decode.d1.loss_cls": 0.8744295939803124, "decode.d1.loss_mask": 0.7004187077283859, "decode.d1.loss_dice": 1.155800473690033, "decode.d2.loss_cls": 0.665505376458168, "decode.d2.loss_mask": 0.685633447766304, "decode.d2.loss_dice": 1.1389995127916337, "decode.d3.loss_cls": 0.6836408317089081, "decode.d3.loss_mask": 0.677207988500595, "decode.d3.loss_dice": 1.0927419722080232, "decode.d4.loss_cls": 0.6209960162639618, "decode.d4.loss_mask": 0.6641573548316956, "decode.d4.loss_dice": 1.0868663787841797, "decode.d5.loss_cls": 0.6102797374129295, "decode.d5.loss_mask": 0.6729584127664566, "decode.d5.loss_dice": 1.0822640180587768, "decode.d6.loss_cls": 0.6479528114199639, "decode.d6.loss_mask": 0.6564591318368912, "decode.d6.loss_dice": 1.083652263879776, "decode.d7.loss_cls": 0.6835515782237053, "decode.d7.loss_mask": 0.6431984007358551, "decode.d7.loss_dice": 1.0559125870466233, "decode.d8.loss_cls": 0.6525712609291077, "decode.d8.loss_mask": 0.664300924539566, "decode.d8.loss_dice": 1.0710301995277405, "time": 0.558467698097229, "memory": 7239, "step": 74300}
{"lr": 5.698349585978458e-06, "data_time": 0.009470605850219726, "grad_norm": 80.82651214599609, "loss": 27.051163482666016, "decode.loss_cls": 0.6771988857537508, "decode.loss_mask": 0.6133216321468353, "decode.loss_dice": 1.062670037150383, "decode.d0.loss_cls": 2.5535499691963195, "decode.d0.loss_mask": 0.6792078018188477, "decode.d0.loss_dice": 1.2422864899039268, "decode.d1.loss_cls": 0.9377803169190884, "decode.d1.loss_mask": 0.6374270528554916, "decode.d1.loss_dice": 1.1856742680072785, "decode.d2.loss_cls": 0.8085628248751163, "decode.d2.loss_mask": 0.6307821214199066, "decode.d2.loss_dice": 1.1705257564783096, "decode.d3.loss_cls": 0.7346827127039433, "decode.d3.loss_mask": 0.6353041008114815, "decode.d3.loss_dice": 1.1476688504219055, "decode.d4.loss_cls": 0.7643332608044148, "decode.d4.loss_mask": 0.6091679349541664, "decode.d4.loss_dice": 1.124757918715477, "decode.d5.loss_cls": 0.7772108048200608, "decode.d5.loss_mask": 0.5994360268115997, "decode.d5.loss_dice": 1.1097303003072738, "decode.d6.loss_cls": 0.7919689655303955, "decode.d6.loss_mask": 0.6001628935337067, "decode.d6.loss_dice": 1.0935870662331582, "decode.d7.loss_cls": 0.7538111798465252, "decode.d7.loss_mask": 0.6033118844032288, "decode.d7.loss_dice": 1.079446741938591, "decode.d8.loss_cls": 0.7123017325997353, "decode.d8.loss_mask": 0.6129304677248001, "decode.d8.loss_dice": 1.102362109720707, "time": 0.5314328670501709, "memory": 7261, "step": 74350}
{"lr": 5.695355619630888e-06, "data_time": 0.009081339836120606, "grad_norm": 79.23647651672363, "loss": 22.79180326461792, "decode.loss_cls": 0.568105636537075, "decode.loss_mask": 0.6206650346517563, "decode.loss_dice": 0.8184740602970123, "decode.d0.loss_cls": 2.286787188053131, "decode.d0.loss_mask": 0.7200318038463592, "decode.d0.loss_dice": 1.0046322718262672, "decode.d1.loss_cls": 0.7039227411150932, "decode.d1.loss_mask": 0.6724340945482254, "decode.d1.loss_dice": 0.9131701275706291, "decode.d2.loss_cls": 0.6181152798235416, "decode.d2.loss_mask": 0.6639383524656296, "decode.d2.loss_dice": 0.8871307581663131, "decode.d3.loss_cls": 0.6001512132585048, "decode.d3.loss_mask": 0.6461224883794785, "decode.d3.loss_dice": 0.8418215483427047, "decode.d4.loss_cls": 0.55229377374053, "decode.d4.loss_mask": 0.643963822722435, "decode.d4.loss_dice": 0.8478920012712479, "decode.d5.loss_cls": 0.6186563827097415, "decode.d5.loss_mask": 0.6504310846328736, "decode.d5.loss_dice": 0.8631374210119247, "decode.d6.loss_cls": 0.5710485927760601, "decode.d6.loss_mask": 0.6262149691581727, "decode.d6.loss_dice": 0.8337873205542564, "decode.d7.loss_cls": 0.5510750450193882, "decode.d7.loss_mask": 0.6276663392782211, "decode.d7.loss_dice": 0.836432033777237, "decode.d8.loss_cls": 0.5522935323417186, "decode.d8.loss_mask": 0.624723806977272, "decode.d8.loss_dice": 0.8266850993037224, "time": 0.5343003749847413, "memory": 7255, "step": 74400}
{"lr": 5.69236147839699e-06, "data_time": 0.009263992309570312, "grad_norm": 91.17507476806641, "loss": 24.8624831199646, "decode.loss_cls": 0.6553283557295799, "decode.loss_mask": 0.7490920633077621, "decode.loss_dice": 0.8782210320234298, "decode.d0.loss_cls": 2.2666580080986023, "decode.d0.loss_mask": 0.8205068707466125, "decode.d0.loss_dice": 1.0534786701202392, "decode.d1.loss_cls": 0.770551198720932, "decode.d1.loss_mask": 0.7707636266946792, "decode.d1.loss_dice": 0.9928895503282547, "decode.d2.loss_cls": 0.7378711223602294, "decode.d2.loss_mask": 0.7290708318352699, "decode.d2.loss_dice": 0.8845971256494523, "decode.d3.loss_cls": 0.7061116516590118, "decode.d3.loss_mask": 0.7194121301174163, "decode.d3.loss_dice": 0.8894872039556503, "decode.d4.loss_cls": 0.6781799226999283, "decode.d4.loss_mask": 0.7347944647073745, "decode.d4.loss_dice": 0.8650512725114823, "decode.d5.loss_cls": 0.6932598501443863, "decode.d5.loss_mask": 0.7121191442012786, "decode.d5.loss_dice": 0.8416506052017212, "decode.d6.loss_cls": 0.657121653854847, "decode.d6.loss_mask": 0.7224730089306831, "decode.d6.loss_dice": 0.8542526364326477, "decode.d7.loss_cls": 0.6226025179028511, "decode.d7.loss_mask": 0.7301548510789871, "decode.d7.loss_dice": 0.8699703782796859, "decode.d8.loss_cls": 0.6552616387605668, "decode.d8.loss_mask": 0.7488325864076615, "decode.d8.loss_dice": 0.8527192562818527, "time": 0.5340884685516357, "memory": 7197, "step": 74450}
{"lr": 5.689367162164325e-06, "data_time": 0.009398722648620605, "grad_norm": 91.95772857666016, "loss": 21.165084838867188, "decode.loss_cls": 0.5315295204520225, "decode.loss_mask": 0.5671613305807114, "decode.loss_dice": 0.820754599571228, "decode.d0.loss_cls": 1.896454107761383, "decode.d0.loss_mask": 0.622162738442421, "decode.d0.loss_dice": 0.9277076840400695, "decode.d1.loss_cls": 0.6195897921919823, "decode.d1.loss_mask": 0.5587791100144386, "decode.d1.loss_dice": 0.8552902966737748, "decode.d2.loss_cls": 0.5369172558188439, "decode.d2.loss_mask": 0.6199933230876923, "decode.d2.loss_dice": 0.8417309552431107, "decode.d3.loss_cls": 0.5097502455115318, "decode.d3.loss_mask": 0.6171039402484894, "decode.d3.loss_dice": 0.8334219485521317, "decode.d4.loss_cls": 0.5118728190660476, "decode.d4.loss_mask": 0.6132329031825066, "decode.d4.loss_dice": 0.8281765669584275, "decode.d5.loss_cls": 0.5112358450889587, "decode.d5.loss_mask": 0.6087564140558243, "decode.d5.loss_dice": 0.8211239874362946, "decode.d6.loss_cls": 0.4920520707964897, "decode.d6.loss_mask": 0.6139337509870529, "decode.d6.loss_dice": 0.8330739170312882, "decode.d7.loss_cls": 0.5033229276537895, "decode.d7.loss_mask": 0.6197662368416786, "decode.d7.loss_dice": 0.850346639752388, "decode.d8.loss_cls": 0.5780969262123108, "decode.d8.loss_mask": 0.5701939135789871, "decode.d8.loss_dice": 0.8515531778335571, "time": 0.5315414667129517, "memory": 7208, "step": 74500}
{"lr": 5.686372670820316e-06, "data_time": 0.009221363067626952, "grad_norm": 87.44464492797852, "loss": 29.129413890838624, "decode.loss_cls": 0.6010094620287418, "decode.loss_mask": 0.892738264799118, "decode.loss_dice": 1.1684217989444732, "decode.d0.loss_cls": 2.3359216928482054, "decode.d0.loss_mask": 0.9321727097034455, "decode.d0.loss_dice": 1.3887350857257843, "decode.d1.loss_cls": 0.8195673674345016, "decode.d1.loss_mask": 0.8908237755298615, "decode.d1.loss_dice": 1.320888602733612, "decode.d2.loss_cls": 0.6612305164337158, "decode.d2.loss_mask": 0.8773238897323609, "decode.d2.loss_dice": 1.2301845669746398, "decode.d3.loss_cls": 0.6700501188635826, "decode.d3.loss_mask": 0.8583777666091919, "decode.d3.loss_dice": 1.1651072323322296, "decode.d4.loss_cls": 0.6429387740790844, "decode.d4.loss_mask": 0.856011176109314, "decode.d4.loss_dice": 1.184574019908905, "decode.d5.loss_cls": 0.6796079568564892, "decode.d5.loss_mask": 0.8677501320838928, "decode.d5.loss_dice": 1.163425749540329, "decode.d6.loss_cls": 0.6064877666532993, "decode.d6.loss_mask": 0.8655097186565399, "decode.d6.loss_dice": 1.1595088720321656, "decode.d7.loss_cls": 0.6674429088830948, "decode.d7.loss_mask": 0.8610468149185181, "decode.d7.loss_dice": 1.1373963594436645, "decode.d8.loss_cls": 0.6060405768454075, "decode.d8.loss_mask": 0.8685836672782898, "decode.d8.loss_dice": 1.15053551197052, "time": 0.5333775281906128, "memory": 7216, "step": 74550}
{"lr": 5.6833780042522506e-06, "data_time": 0.009358406066894531, "grad_norm": 83.4504783630371, "loss": 22.619077587127684, "decode.loss_cls": 0.499508136510849, "decode.loss_mask": 0.607257080078125, "decode.loss_dice": 0.9133148968219758, "decode.d0.loss_cls": 2.2258758425712584, "decode.d0.loss_mask": 0.684182420372963, "decode.d0.loss_dice": 1.013583391904831, "decode.d1.loss_cls": 0.631866367161274, "decode.d1.loss_mask": 0.6274597316980361, "decode.d1.loss_dice": 1.0141957640647887, "decode.d2.loss_cls": 0.5749265477061272, "decode.d2.loss_mask": 0.6146881997585296, "decode.d2.loss_dice": 0.9376712083816529, "decode.d3.loss_cls": 0.605096472799778, "decode.d3.loss_mask": 0.5917438715696335, "decode.d3.loss_dice": 0.9029915183782578, "decode.d4.loss_cls": 0.5638858735561371, "decode.d4.loss_mask": 0.6082657784223556, "decode.d4.loss_dice": 0.9170723974704742, "decode.d5.loss_cls": 0.5023270428180695, "decode.d5.loss_mask": 0.60975761115551, "decode.d5.loss_dice": 0.933439415693283, "decode.d6.loss_cls": 0.5126759082078933, "decode.d6.loss_mask": 0.6062006950378418, "decode.d6.loss_dice": 0.9112694025039673, "decode.d7.loss_cls": 0.4670422859489918, "decode.d7.loss_mask": 0.6216110184788703, "decode.d7.loss_dice": 0.9161148995161057, "decode.d8.loss_cls": 0.4562030129134655, "decode.d8.loss_mask": 0.6193420335650444, "decode.d8.loss_dice": 0.9295088469982147, "time": 0.5322698831558228, "memory": 7252, "step": 74600}
{"lr": 5.68038316234728e-06, "data_time": 0.009252309799194336, "grad_norm": 89.95516967773438, "loss": 24.692624378204346, "decode.loss_cls": 0.5278920009732246, "decode.loss_mask": 0.6488078400492668, "decode.loss_dice": 1.0589297488331795, "decode.d0.loss_cls": 2.0841867566108703, "decode.d0.loss_mask": 0.7039284929633141, "decode.d0.loss_dice": 1.1803751274943353, "decode.d1.loss_cls": 0.735125458240509, "decode.d1.loss_mask": 0.7025449454784394, "decode.d1.loss_dice": 1.1491149991750718, "decode.d2.loss_cls": 0.6393343597650528, "decode.d2.loss_mask": 0.6759398624300956, "decode.d2.loss_dice": 1.0777009755373002, "decode.d3.loss_cls": 0.5945282191038131, "decode.d3.loss_mask": 0.6551395416259765, "decode.d3.loss_dice": 1.0818312846124172, "decode.d4.loss_cls": 0.5761701136827468, "decode.d4.loss_mask": 0.6479311019182206, "decode.d4.loss_dice": 1.0584706515073776, "decode.d5.loss_cls": 0.5526741653680801, "decode.d5.loss_mask": 0.6564948379993438, "decode.d5.loss_dice": 1.0443068891763687, "decode.d6.loss_cls": 0.5069263264536857, "decode.d6.loss_mask": 0.6495447084307671, "decode.d6.loss_dice": 1.0476618349552154, "decode.d7.loss_cls": 0.5351459175348282, "decode.d7.loss_mask": 0.6496922299265862, "decode.d7.loss_dice": 1.053763034939766, "decode.d8.loss_cls": 0.5198331847786903, "decode.d8.loss_mask": 0.6369277849793434, "decode.d8.loss_dice": 1.0417025782167912, "time": 0.5324533700942993, "memory": 7236, "step": 74650}
{"lr": 5.677388144992408e-06, "data_time": 0.009425187110900879, "grad_norm": 93.18437347412109, "loss": 25.166281986236573, "decode.loss_cls": 0.5318642660975457, "decode.loss_mask": 0.6515889137983322, "decode.loss_dice": 1.0410275995731353, "decode.d0.loss_cls": 2.4251657009124754, "decode.d0.loss_mask": 0.7198867261409759, "decode.d0.loss_dice": 1.233144584298134, "decode.d1.loss_cls": 0.786433020234108, "decode.d1.loss_mask": 0.7004308968782424, "decode.d1.loss_dice": 1.110486587882042, "decode.d2.loss_cls": 0.702530862390995, "decode.d2.loss_mask": 0.671984052658081, "decode.d2.loss_dice": 1.0826568067073823, "decode.d3.loss_cls": 0.6607063978910446, "decode.d3.loss_mask": 0.6481081008911133, "decode.d3.loss_dice": 1.0255503714084626, "decode.d4.loss_cls": 0.6146545454859733, "decode.d4.loss_mask": 0.6496415734291077, "decode.d4.loss_dice": 1.0280333906412125, "decode.d5.loss_cls": 0.5889629855751991, "decode.d5.loss_mask": 0.64594107568264, "decode.d5.loss_dice": 1.017034363746643, "decode.d6.loss_cls": 0.5341754540801048, "decode.d6.loss_mask": 0.6413814574480057, "decode.d6.loss_dice": 1.0343695789575578, "decode.d7.loss_cls": 0.5637164577841759, "decode.d7.loss_mask": 0.6451328605413437, "decode.d7.loss_dice": 1.0312859475612641, "decode.d8.loss_cls": 0.5270086720585823, "decode.d8.loss_mask": 0.649270835518837, "decode.d8.loss_dice": 1.0041073352098464, "time": 0.562789511680603, "memory": 7216, "step": 74700}
{"lr": 5.674392952074502e-06, "data_time": 0.009460091590881348, "grad_norm": 89.00439529418945, "loss": 26.731880474090577, "decode.loss_cls": 0.605386559292674, "decode.loss_mask": 0.7178000628948211, "decode.loss_dice": 1.1322507232427597, "decode.d0.loss_cls": 2.2724439978599547, "decode.d0.loss_mask": 0.8258444622159005, "decode.d0.loss_dice": 1.3196017265319824, "decode.d1.loss_cls": 0.6432484284043312, "decode.d1.loss_mask": 0.7688849106431007, "decode.d1.loss_dice": 1.2201772689819337, "decode.d2.loss_cls": 0.6071983098983764, "decode.d2.loss_mask": 0.7536924481391907, "decode.d2.loss_dice": 1.2261236011981964, "decode.d3.loss_cls": 0.6552540980279445, "decode.d3.loss_mask": 0.7275719255208969, "decode.d3.loss_dice": 1.147011750936508, "decode.d4.loss_cls": 0.5793732717633248, "decode.d4.loss_mask": 0.7183112412691116, "decode.d4.loss_dice": 1.1681418418884277, "decode.d5.loss_cls": 0.5461417302489281, "decode.d5.loss_mask": 0.7129067465662956, "decode.d5.loss_dice": 1.139936923980713, "decode.d6.loss_cls": 0.5837078429758549, "decode.d6.loss_mask": 0.7120707839727402, "decode.d6.loss_dice": 1.1299998134374618, "decode.d7.loss_cls": 0.5451049409806729, "decode.d7.loss_mask": 0.7061409890651703, "decode.d7.loss_dice": 1.1356760203838348, "decode.d8.loss_cls": 0.5929188273847104, "decode.d8.loss_mask": 0.7159462928771972, "decode.d8.loss_dice": 1.123013585805893, "time": 0.5573182582855225, "memory": 7197, "step": 74750}
{"lr": 5.671397583480292e-06, "data_time": 0.009205436706542969, "grad_norm": 78.06827087402344, "loss": 26.74671106338501, "decode.loss_cls": 0.6491544991731644, "decode.loss_mask": 0.6931338638067246, "decode.loss_dice": 1.0517552942037582, "decode.d0.loss_cls": 2.2374212622642515, "decode.d0.loss_mask": 0.8280883014202118, "decode.d0.loss_dice": 1.3037307530641555, "decode.d1.loss_cls": 0.7707039475440979, "decode.d1.loss_mask": 0.7347056865692139, "decode.d1.loss_dice": 1.1590619206428527, "decode.d2.loss_cls": 0.7872863188385963, "decode.d2.loss_mask": 0.7057724297046661, "decode.d2.loss_dice": 1.102706977725029, "decode.d3.loss_cls": 0.7525673732161522, "decode.d3.loss_mask": 0.7096801906824112, "decode.d3.loss_dice": 1.0869016528129578, "decode.d4.loss_cls": 0.7154008820652962, "decode.d4.loss_mask": 0.6947578251361847, "decode.d4.loss_dice": 1.0804376155138016, "decode.d5.loss_cls": 0.686984358727932, "decode.d5.loss_mask": 0.694781020283699, "decode.d5.loss_dice": 1.0464329272508621, "decode.d6.loss_cls": 0.7117686629295349, "decode.d6.loss_mask": 0.6874750018119812, "decode.d6.loss_dice": 1.0577839136123657, "decode.d7.loss_cls": 0.6659373611211776, "decode.d7.loss_mask": 0.6886160641908645, "decode.d7.loss_dice": 1.0385679304599762, "decode.d8.loss_cls": 0.6938213035464287, "decode.d8.loss_mask": 0.6845759630203248, "decode.d8.loss_dice": 1.0267006754875183, "time": 0.532782006263733, "memory": 7275, "step": 74800}
{"lr": 5.668402039096378e-06, "data_time": 0.009213614463806152, "grad_norm": 92.67991790771484, "loss": 18.003520441055297, "decode.loss_cls": 0.4405360594391823, "decode.loss_mask": 0.5303729519248008, "decode.loss_dice": 0.6086747616529464, "decode.d0.loss_cls": 1.898871374130249, "decode.d0.loss_mask": 0.60848927795887, "decode.d0.loss_dice": 0.682843279838562, "decode.d1.loss_cls": 0.6569057367742062, "decode.d1.loss_mask": 0.5380673706531525, "decode.d1.loss_dice": 0.6310977578163147, "decode.d2.loss_cls": 0.6099755376577377, "decode.d2.loss_mask": 0.5322108790278435, "decode.d2.loss_dice": 0.6103612557053566, "decode.d3.loss_cls": 0.5211858071386815, "decode.d3.loss_mask": 0.5352970585227013, "decode.d3.loss_dice": 0.6091578654944897, "decode.d4.loss_cls": 0.514292286336422, "decode.d4.loss_mask": 0.5355086758732795, "decode.d4.loss_dice": 0.6153811112046241, "decode.d5.loss_cls": 0.4886504702270031, "decode.d5.loss_mask": 0.5209621578454972, "decode.d5.loss_dice": 0.5875485375523567, "decode.d6.loss_cls": 0.47796214669942855, "decode.d6.loss_mask": 0.5200180292129517, "decode.d6.loss_dice": 0.5918571315705776, "decode.d7.loss_cls": 0.46427996419370177, "decode.d7.loss_mask": 0.5243302524089813, "decode.d7.loss_dice": 0.5739976532757283, "decode.d8.loss_cls": 0.4521789737045765, "decode.d8.loss_mask": 0.5231434062123299, "decode.d8.loss_dice": 0.5993625909090042, "time": 0.5578896760940552, "memory": 7212, "step": 74850}
{"lr": 5.665406318809199e-06, "data_time": 0.00932765007019043, "grad_norm": 78.75701675415038, "loss": 29.976620864868163, "decode.loss_cls": 0.7951037526130676, "decode.loss_mask": 0.725443160533905, "decode.loss_dice": 1.2125837236642838, "decode.d0.loss_cls": 2.360402727127075, "decode.d0.loss_mask": 0.8029590040445328, "decode.d0.loss_dice": 1.440748429298401, "decode.d1.loss_cls": 0.991364735364914, "decode.d1.loss_mask": 0.740666201710701, "decode.d1.loss_dice": 1.3144133806228637, "decode.d2.loss_cls": 0.8905346840620041, "decode.d2.loss_mask": 0.7303880155086517, "decode.d2.loss_dice": 1.2398849129676819, "decode.d3.loss_cls": 0.8462660282850265, "decode.d3.loss_mask": 0.7333937436342239, "decode.d3.loss_dice": 1.258956292271614, "decode.d4.loss_cls": 0.9289430439472198, "decode.d4.loss_mask": 0.7230748772621155, "decode.d4.loss_dice": 1.2084547877311707, "decode.d5.loss_cls": 0.8432303756475449, "decode.d5.loss_mask": 0.7263397961854935, "decode.d5.loss_dice": 1.2497944235801697, "decode.d6.loss_cls": 0.8418979465961456, "decode.d6.loss_mask": 0.7142402350902557, "decode.d6.loss_dice": 1.1777284383773803, "decode.d7.loss_cls": 0.7770964249968528, "decode.d7.loss_mask": 0.7270382344722748, "decode.d7.loss_dice": 1.2152863264083862, "decode.d8.loss_cls": 0.843697476387024, "decode.d8.loss_mask": 0.7120385974645614, "decode.d8.loss_dice": 1.2046503603458405, "time": 0.5315580606460572, "memory": 7238, "step": 74900}
{"lr": 5.662410422505073e-06, "data_time": 0.009259724617004394, "grad_norm": 75.27967529296875, "loss": 21.150439739227295, "decode.loss_cls": 0.5545971289277076, "decode.loss_mask": 0.4861952722072601, "decode.loss_dice": 0.7743986874818802, "decode.d0.loss_cls": 2.162803387641907, "decode.d0.loss_mask": 0.59541986733675, "decode.d0.loss_dice": 0.9751157820224762, "decode.d1.loss_cls": 0.7942961663007736, "decode.d1.loss_mask": 0.5620602563023567, "decode.d1.loss_dice": 0.9025889784097672, "decode.d2.loss_cls": 0.6641096502542496, "decode.d2.loss_mask": 0.5446225792169571, "decode.d2.loss_dice": 0.8178325861692428, "decode.d3.loss_cls": 0.647398728132248, "decode.d3.loss_mask": 0.522313292324543, "decode.d3.loss_dice": 0.8093702793121338, "decode.d4.loss_cls": 0.6286950975656509, "decode.d4.loss_mask": 0.48833518475294113, "decode.d4.loss_dice": 0.7695685774087906, "decode.d5.loss_cls": 0.5667156428098679, "decode.d5.loss_mask": 0.5048615962266922, "decode.d5.loss_dice": 0.8041425466537475, "decode.d6.loss_cls": 0.5578124791383743, "decode.d6.loss_mask": 0.4936513751745224, "decode.d6.loss_dice": 0.7743563577532768, "decode.d7.loss_cls": 0.5716153621673584, "decode.d7.loss_mask": 0.4846908897161484, "decode.d7.loss_dice": 0.7916650950908661, "decode.d8.loss_cls": 0.6213757157325744, "decode.d8.loss_mask": 0.48533871322870253, "decode.d8.loss_dice": 0.7944925189018249, "time": 0.5339857339859009, "memory": 7210, "step": 74950}
{"lr": 5.659414350070172e-06, "data_time": 0.009374237060546875, "grad_norm": 99.04423751831055, "loss": 26.79494285583496, "decode.loss_cls": 0.6972858309745789, "decode.loss_mask": 0.6431769996881485, "decode.loss_dice": 1.1035402923822404, "decode.d0.loss_cls": 2.1968209028244017, "decode.d0.loss_mask": 0.7634935438632965, "decode.d0.loss_dice": 1.339120200276375, "decode.d1.loss_cls": 0.7955084413290023, "decode.d1.loss_mask": 0.6847454071044922, "decode.d1.loss_dice": 1.226771318912506, "decode.d2.loss_cls": 0.7717257380485535, "decode.d2.loss_mask": 0.6566897213459015, "decode.d2.loss_dice": 1.1544119745492936, "decode.d3.loss_cls": 0.7214766770601273, "decode.d3.loss_mask": 0.6533683955669403, "decode.d3.loss_dice": 1.13738095164299, "decode.d4.loss_cls": 0.6918062061071396, "decode.d4.loss_mask": 0.66388740837574, "decode.d4.loss_dice": 1.120404377579689, "decode.d5.loss_cls": 0.6896564334630966, "decode.d5.loss_mask": 0.6528215825557708, "decode.d5.loss_dice": 1.1338363230228423, "decode.d6.loss_cls": 0.6748078048229218, "decode.d6.loss_mask": 0.6441506385803223, "decode.d6.loss_dice": 1.1411047369241714, "decode.d7.loss_cls": 0.6210003554821014, "decode.d7.loss_mask": 0.65122749209404, "decode.d7.loss_dice": 1.1278073579072951, "decode.d8.loss_cls": 0.6641764968633652, "decode.d8.loss_mask": 0.6384292572736741, "decode.d8.loss_dice": 1.1343089580535888, "time": 0.5318703651428223, "memory": 7253, "step": 75000}
{"aAcc": 83.79, "mIoU": 50.91, "mAcc": 64.36, "data_time": 0.0018966083982551241, "time": 0.18407135370718056, "step": 75000}
{"lr": 5.6564181013905195e-06, "data_time": 0.009708118438720704, "grad_norm": 91.50796661376953, "loss": 24.95168619155884, "decode.loss_cls": 0.4841300815343857, "decode.loss_mask": 0.7135253608226776, "decode.loss_dice": 0.998317402601242, "decode.d0.loss_cls": 2.160471487045288, "decode.d0.loss_mask": 0.7406774669885635, "decode.d0.loss_dice": 1.211806559562683, "decode.d1.loss_cls": 0.7915674388408661, "decode.d1.loss_mask": 0.6905949473381042, "decode.d1.loss_dice": 1.0726800829172134, "decode.d2.loss_cls": 0.6951635241508484, "decode.d2.loss_mask": 0.6801722586154938, "decode.d2.loss_dice": 1.0403363108634949, "decode.d3.loss_cls": 0.624565589427948, "decode.d3.loss_mask": 0.6881259322166443, "decode.d3.loss_dice": 1.0075472384691238, "decode.d4.loss_cls": 0.6252490013837815, "decode.d4.loss_mask": 0.6976205676794052, "decode.d4.loss_dice": 1.0357376873493194, "decode.d5.loss_cls": 0.5746302843093872, "decode.d5.loss_mask": 0.7026360899209976, "decode.d5.loss_dice": 1.0103781998157502, "decode.d6.loss_cls": 0.5520066052675248, "decode.d6.loss_mask": 0.7012220770120621, "decode.d6.loss_dice": 0.9965183198451996, "decode.d7.loss_cls": 0.5007398217916489, "decode.d7.loss_mask": 0.7089896023273468, "decode.d7.loss_dice": 0.9984606295824051, "decode.d8.loss_cls": 0.48468868136405946, "decode.d8.loss_mask": 0.7138565689325332, "decode.d8.loss_dice": 1.0492703914642334, "time": 0.5299739360809326, "memory": 7230, "step": 75050}
{"lr": 5.653421676352008e-06, "data_time": 0.009842658042907714, "grad_norm": 91.59689865112304, "loss": 23.893818187713624, "decode.loss_cls": 0.5204725444316864, "decode.loss_mask": 0.7014519780874252, "decode.loss_dice": 0.9253961503505707, "decode.d0.loss_cls": 2.1261218070983885, "decode.d0.loss_mask": 0.7764527410268783, "decode.d0.loss_dice": 1.019942444562912, "decode.d1.loss_cls": 0.7332756787538528, "decode.d1.loss_mask": 0.7559730857610703, "decode.d1.loss_dice": 1.0037126809358596, "decode.d2.loss_cls": 0.7198285415768624, "decode.d2.loss_mask": 0.7139092892408371, "decode.d2.loss_dice": 0.920868593454361, "decode.d3.loss_cls": 0.5715184926986694, "decode.d3.loss_mask": 0.7198677211999893, "decode.d3.loss_dice": 0.9372737109661102, "decode.d4.loss_cls": 0.522822093963623, "decode.d4.loss_mask": 0.7157680809497833, "decode.d4.loss_dice": 0.9307649493217468, "decode.d5.loss_cls": 0.5700092405080796, "decode.d5.loss_mask": 0.6948860168457032, "decode.d5.loss_dice": 0.923893678188324, "decode.d6.loss_cls": 0.5341324761509896, "decode.d6.loss_mask": 0.6873186260461808, "decode.d6.loss_dice": 0.9121388673782349, "decode.d7.loss_cls": 0.5485877618193626, "decode.d7.loss_mask": 0.681710484623909, "decode.d7.loss_dice": 0.8980452060699463, "decode.d8.loss_cls": 0.534220851957798, "decode.d8.loss_mask": 0.6821622461080551, "decode.d8.loss_dice": 0.9112926989793777, "time": 0.5311371088027954, "memory": 7215, "step": 75100}
{"lr": 5.650425074840378e-06, "data_time": 0.009694337844848633, "grad_norm": 81.60789184570312, "loss": 20.97404041290283, "decode.loss_cls": 0.45717736780643464, "decode.loss_mask": 0.6178822606801987, "decode.loss_dice": 0.7807031288743019, "decode.d0.loss_cls": 1.8898254871368407, "decode.d0.loss_mask": 0.7250203102827072, "decode.d0.loss_dice": 0.9609429270029068, "decode.d1.loss_cls": 0.6211344674229622, "decode.d1.loss_mask": 0.6721974402666092, "decode.d1.loss_dice": 0.9132068037986756, "decode.d2.loss_cls": 0.5688908107578754, "decode.d2.loss_mask": 0.6100520074367524, "decode.d2.loss_dice": 0.8297424882650375, "decode.d3.loss_cls": 0.49929248318076136, "decode.d3.loss_mask": 0.6366617381572723, "decode.d3.loss_dice": 0.8063935920596123, "decode.d4.loss_cls": 0.4409259229898453, "decode.d4.loss_mask": 0.6497106492519379, "decode.d4.loss_dice": 0.8122113361954689, "decode.d5.loss_cls": 0.4703348897397518, "decode.d5.loss_mask": 0.6330304741859436, "decode.d5.loss_dice": 0.8006971001625061, "decode.d6.loss_cls": 0.4605313278734684, "decode.d6.loss_mask": 0.6311933889985084, "decode.d6.loss_dice": 0.8069544315338135, "decode.d7.loss_cls": 0.4187725745141506, "decode.d7.loss_mask": 0.6282390639185905, "decode.d7.loss_dice": 0.7774197071790695, "decode.d8.loss_cls": 0.446890814602375, "decode.d8.loss_mask": 0.6246560230851174, "decode.d8.loss_dice": 0.7833492264151574, "time": 0.5613755702972412, "memory": 7254, "step": 75150}
{"lr": 5.647428296741245e-06, "data_time": 0.009721183776855468, "grad_norm": 99.19159851074218, "loss": 27.36181011199951, "decode.loss_cls": 0.6225186705589294, "decode.loss_mask": 0.8225309878587723, "decode.loss_dice": 1.0498025715351105, "decode.d0.loss_cls": 1.941660749912262, "decode.d0.loss_mask": 0.9111203610897064, "decode.d0.loss_dice": 1.244498997926712, "decode.d1.loss_cls": 0.8756969526410103, "decode.d1.loss_mask": 0.8193896412849426, "decode.d1.loss_dice": 1.1139859795570373, "decode.d2.loss_cls": 0.7361813604831695, "decode.d2.loss_mask": 0.8224410086870193, "decode.d2.loss_dice": 1.0874991178512574, "decode.d3.loss_cls": 0.6270986378192902, "decode.d3.loss_mask": 0.821742370724678, "decode.d3.loss_dice": 1.110086339712143, "decode.d4.loss_cls": 0.6588497906923294, "decode.d4.loss_mask": 0.8198182910680771, "decode.d4.loss_dice": 1.071390062570572, "decode.d5.loss_cls": 0.6721606582403183, "decode.d5.loss_mask": 0.8409833282232284, "decode.d5.loss_dice": 1.0931633710861206, "decode.d6.loss_cls": 0.6858020678162575, "decode.d6.loss_mask": 0.8164158284664154, "decode.d6.loss_dice": 1.0330127716064452, "decode.d7.loss_cls": 0.6994683861732482, "decode.d7.loss_mask": 0.8077425360679626, "decode.d7.loss_dice": 1.0244876563549041, "decode.d8.loss_cls": 0.6242549061775208, "decode.d8.loss_mask": 0.8300714731216431, "decode.d8.loss_dice": 1.0779350757598878, "time": 0.5329182386398316, "memory": 7312, "step": 75200}
{"lr": 5.644431341940068e-06, "data_time": 0.009728121757507324, "grad_norm": 82.49622993469238, "loss": 26.435928344726562, "decode.loss_cls": 0.6622897528111935, "decode.loss_mask": 0.6064009219408035, "decode.loss_dice": 1.1024921119213105, "decode.d0.loss_cls": 2.2087461590766906, "decode.d0.loss_mask": 0.6634716689586639, "decode.d0.loss_dice": 1.3384401738643645, "decode.d1.loss_cls": 0.8943560250103474, "decode.d1.loss_mask": 0.6438967645168304, "decode.d1.loss_dice": 1.219702523946762, "decode.d2.loss_cls": 0.7426508449018001, "decode.d2.loss_mask": 0.6269906044006348, "decode.d2.loss_dice": 1.1463537961244583, "decode.d3.loss_cls": 0.7390693075954914, "decode.d3.loss_mask": 0.6136234253644943, "decode.d3.loss_dice": 1.1057358354330062, "decode.d4.loss_cls": 0.7163919977843761, "decode.d4.loss_mask": 0.6280313789844513, "decode.d4.loss_dice": 1.1192755937576293, "decode.d5.loss_cls": 0.6890854708850384, "decode.d5.loss_mask": 0.6242450773715973, "decode.d5.loss_dice": 1.1126979827880858, "decode.d6.loss_cls": 0.7160297498106957, "decode.d6.loss_mask": 0.6127234786748886, "decode.d6.loss_dice": 1.1030196577310563, "decode.d7.loss_cls": 0.6593249775469303, "decode.d7.loss_mask": 0.6162626206874847, "decode.d7.loss_dice": 1.109578588604927, "decode.d8.loss_cls": 0.6839647181332111, "decode.d8.loss_mask": 0.6224577575922012, "decode.d8.loss_dice": 1.1086202621459962, "time": 0.5848549842834473, "memory": 7233, "step": 75250}
{"lr": 5.641434210322176e-06, "data_time": 0.009866952896118164, "grad_norm": 84.45222625732421, "loss": 25.148378944396974, "decode.loss_cls": 0.5102686405181884, "decode.loss_mask": 0.588482242822647, "decode.loss_dice": 1.1138848602771758, "decode.d0.loss_cls": 2.1539685845375063, "decode.d0.loss_mask": 0.6600076884031296, "decode.d0.loss_dice": 1.2641322791576386, "decode.d1.loss_cls": 0.7323943749070168, "decode.d1.loss_mask": 0.6302398890256882, "decode.d1.loss_dice": 1.1905984729528427, "decode.d2.loss_cls": 0.6493386998772621, "decode.d2.loss_mask": 0.6172963231801987, "decode.d2.loss_dice": 1.1532637476921082, "decode.d3.loss_cls": 0.5680917248129844, "decode.d3.loss_mask": 0.6040409326553344, "decode.d3.loss_dice": 1.135495913028717, "decode.d4.loss_cls": 0.6221423357725143, "decode.d4.loss_mask": 0.6028891265392303, "decode.d4.loss_dice": 1.1312869608402252, "decode.d5.loss_cls": 0.626355329155922, "decode.d5.loss_mask": 0.6000602066516876, "decode.d5.loss_dice": 1.126395046710968, "decode.d6.loss_cls": 0.6364372968673706, "decode.d6.loss_mask": 0.5902531504631042, "decode.d6.loss_dice": 1.107029378414154, "decode.d7.loss_cls": 0.6155304595828056, "decode.d7.loss_mask": 0.5787749022245408, "decode.d7.loss_dice": 1.089498120546341, "decode.d8.loss_cls": 0.5120680361986161, "decode.d8.loss_mask": 0.5928033262491226, "decode.d8.loss_dice": 1.1453512519598008, "time": 0.5304295539855957, "memory": 7331, "step": 75300}
{"lr": 5.638436901772743e-06, "data_time": 0.009731030464172364, "grad_norm": 91.81148529052734, "loss": 31.549174499511718, "decode.loss_cls": 0.6925505965948104, "decode.loss_mask": 0.8130654126405716, "decode.loss_dice": 1.396830326318741, "decode.d0.loss_cls": 2.3696156620979307, "decode.d0.loss_mask": 0.880321455001831, "decode.d0.loss_dice": 1.6327821969985963, "decode.d1.loss_cls": 0.7849257826805115, "decode.d1.loss_mask": 0.8571408897638321, "decode.d1.loss_dice": 1.5655030965805055, "decode.d2.loss_cls": 0.7909721523523331, "decode.d2.loss_mask": 0.8096508681774139, "decode.d2.loss_dice": 1.4477742791175843, "decode.d3.loss_cls": 0.7502840176224709, "decode.d3.loss_mask": 0.8232307404279708, "decode.d3.loss_dice": 1.4014675557613372, "decode.d4.loss_cls": 0.7135908290743828, "decode.d4.loss_mask": 0.8314845442771912, "decode.d4.loss_dice": 1.4125477075576782, "decode.d5.loss_cls": 0.6906263530254364, "decode.d5.loss_mask": 0.8243455946445465, "decode.d5.loss_dice": 1.3928962469100952, "decode.d6.loss_cls": 0.7051454305648803, "decode.d6.loss_mask": 0.8134504079818725, "decode.d6.loss_dice": 1.3783612847328186, "decode.d7.loss_cls": 0.6830509200692176, "decode.d7.loss_mask": 0.8135756373405456, "decode.d7.loss_dice": 1.4003368616104126, "decode.d8.loss_cls": 0.642589057981968, "decode.d8.loss_mask": 0.825156444311142, "decode.d8.loss_dice": 1.4059015393257142, "time": 0.5332876443862915, "memory": 7254, "step": 75350}
{"lr": 5.635439416176806e-06, "data_time": 0.009812712669372559, "grad_norm": 91.0573600769043, "loss": 23.452073955535887, "decode.loss_cls": 0.5818789213895798, "decode.loss_mask": 0.5700525224208832, "decode.loss_dice": 0.9131472438573838, "decode.d0.loss_cls": 2.256566035747528, "decode.d0.loss_mask": 0.7077515900135041, "decode.d0.loss_dice": 1.1768616020679474, "decode.d1.loss_cls": 0.7879867672920227, "decode.d1.loss_mask": 0.5900131106376648, "decode.d1.loss_dice": 0.9707959860563278, "decode.d2.loss_cls": 0.733802753686905, "decode.d2.loss_mask": 0.5626396417617798, "decode.d2.loss_dice": 0.9854713678359985, "decode.d3.loss_cls": 0.6516610264778138, "decode.d3.loss_mask": 0.5551087558269501, "decode.d3.loss_dice": 0.9277941852807998, "decode.d4.loss_cls": 0.7067387849092484, "decode.d4.loss_mask": 0.5434109002351761, "decode.d4.loss_dice": 0.9045511931180954, "decode.d5.loss_cls": 0.6673199474811554, "decode.d5.loss_mask": 0.5655435711145401, "decode.d5.loss_dice": 0.9343561887741089, "decode.d6.loss_cls": 0.6447637617588043, "decode.d6.loss_mask": 0.5499684423208236, "decode.d6.loss_dice": 0.8850345075130462, "decode.d7.loss_cls": 0.6022550851106644, "decode.d7.loss_mask": 0.5434630885720253, "decode.d7.loss_dice": 0.9050637155771255, "decode.d8.loss_cls": 0.57463438808918, "decode.d8.loss_mask": 0.5667106539011002, "decode.d8.loss_dice": 0.8867284744977951, "time": 0.5579945087432862, "memory": 7243, "step": 75400}
{"lr": 5.63244175341927e-06, "data_time": 0.009676623344421386, "grad_norm": 115.24328384399413, "loss": 26.056523418426515, "decode.loss_cls": 0.6040065705776214, "decode.loss_mask": 0.6707690298557282, "decode.loss_dice": 1.1188367784023285, "decode.d0.loss_cls": 2.139827382564545, "decode.d0.loss_mask": 0.7003946512937546, "decode.d0.loss_dice": 1.2882069438695907, "decode.d1.loss_cls": 0.7764643557369709, "decode.d1.loss_mask": 0.6657856166362762, "decode.d1.loss_dice": 1.1759263932704926, "decode.d2.loss_cls": 0.6460836812853813, "decode.d2.loss_mask": 0.6786930501461029, "decode.d2.loss_dice": 1.1553684651851654, "decode.d3.loss_cls": 0.6674209125339985, "decode.d3.loss_mask": 0.6654027581214905, "decode.d3.loss_dice": 1.1119889199733735, "decode.d4.loss_cls": 0.5962960027158261, "decode.d4.loss_mask": 0.6604285627603531, "decode.d4.loss_dice": 1.1219818413257598, "decode.d5.loss_cls": 0.6552810661494732, "decode.d5.loss_mask": 0.6535412430763244, "decode.d5.loss_dice": 1.1151573747396468, "decode.d6.loss_cls": 0.641961644589901, "decode.d6.loss_mask": 0.6680847823619842, "decode.d6.loss_dice": 1.0961103320121766, "decode.d7.loss_cls": 0.656173312664032, "decode.d7.loss_mask": 0.6592378288507461, "decode.d7.loss_dice": 1.0899993360042572, "decode.d8.loss_cls": 0.6183337911963462, "decode.d8.loss_mask": 0.6685839593410492, "decode.d8.loss_dice": 1.0901771008968353, "time": 0.5354196548461914, "memory": 7187, "step": 75450}
{"lr": 5.629443913384879e-06, "data_time": 0.009769606590270995, "grad_norm": 90.64818229675294, "loss": 21.383587265014647, "decode.loss_cls": 0.4811517510563135, "decode.loss_mask": 0.6055807143449783, "decode.loss_dice": 0.893137875199318, "decode.d0.loss_cls": 1.8081433534622193, "decode.d0.loss_mask": 0.6632291674613953, "decode.d0.loss_dice": 0.9958849608898163, "decode.d1.loss_cls": 0.6093807891011238, "decode.d1.loss_mask": 0.6144283801317215, "decode.d1.loss_dice": 0.9225050985813141, "decode.d2.loss_cls": 0.520243926346302, "decode.d2.loss_mask": 0.6124226242303848, "decode.d2.loss_dice": 0.9150017857551574, "decode.d3.loss_cls": 0.4794864360243082, "decode.d3.loss_mask": 0.5933296471834183, "decode.d3.loss_dice": 0.9027676939964294, "decode.d4.loss_cls": 0.4936363197863102, "decode.d4.loss_mask": 0.5948805272579193, "decode.d4.loss_dice": 0.9026096105575562, "decode.d5.loss_cls": 0.48390069864690305, "decode.d5.loss_mask": 0.6027891248464584, "decode.d5.loss_dice": 0.8841834872961044, "decode.d6.loss_cls": 0.4557435367256403, "decode.d6.loss_mask": 0.59749436378479, "decode.d6.loss_dice": 0.8667892932891845, "decode.d7.loss_cls": 0.4517224531620741, "decode.d7.loss_mask": 0.5992264598608017, "decode.d7.loss_dice": 0.8671368390321732, "decode.d8.loss_cls": 0.4741794291883707, "decode.d8.loss_mask": 0.6044375836849213, "decode.d8.loss_dice": 0.8881637394428253, "time": 0.532959246635437, "memory": 7298, "step": 75500}
{"lr": 5.626445895958241e-06, "data_time": 0.009891295433044433, "grad_norm": 79.09391822814942, "loss": 30.575617790222168, "decode.loss_cls": 0.8620698526501656, "decode.loss_mask": 0.7689104497432708, "decode.loss_dice": 1.2527997463941574, "decode.d0.loss_cls": 2.1932737231254578, "decode.d0.loss_mask": 0.9128597259521485, "decode.d0.loss_dice": 1.5650411069393158, "decode.d1.loss_cls": 0.831668096780777, "decode.d1.loss_mask": 0.8292561948299408, "decode.d1.loss_dice": 1.4282173931598663, "decode.d2.loss_cls": 0.8229240372776985, "decode.d2.loss_mask": 0.7607344508171081, "decode.d2.loss_dice": 1.3464479386806487, "decode.d3.loss_cls": 0.7778137296438217, "decode.d3.loss_mask": 0.7594014406204224, "decode.d3.loss_dice": 1.3024228364229202, "decode.d4.loss_cls": 0.7680956646800041, "decode.d4.loss_mask": 0.7531382650136947, "decode.d4.loss_dice": 1.2609615296125412, "decode.d5.loss_cls": 0.8225033655762672, "decode.d5.loss_mask": 0.7647520631551743, "decode.d5.loss_dice": 1.2917923361063004, "decode.d6.loss_cls": 0.7979189202189445, "decode.d6.loss_mask": 0.7613786607980728, "decode.d6.loss_dice": 1.249200212955475, "decode.d7.loss_cls": 0.8067221656441689, "decode.d7.loss_mask": 0.7743461966514588, "decode.d7.loss_dice": 1.2721183329820633, "decode.d8.loss_cls": 0.7880539193749427, "decode.d8.loss_mask": 0.7601868212223053, "decode.d8.loss_dice": 1.2906086266040802, "time": 0.5307821750640869, "memory": 7225, "step": 75550}
{"lr": 5.623447701023824e-06, "data_time": 0.0097747802734375, "grad_norm": 84.6561939239502, "loss": 28.463767719268798, "decode.loss_cls": 0.7403195224702358, "decode.loss_mask": 0.6721516937017441, "decode.loss_dice": 1.1393007695674897, "decode.d0.loss_cls": 2.40792498588562, "decode.d0.loss_mask": 0.759345531463623, "decode.d0.loss_dice": 1.3066749185323716, "decode.d1.loss_cls": 0.9461590990424156, "decode.d1.loss_mask": 0.7199637651443481, "decode.d1.loss_dice": 1.2666035294532776, "decode.d2.loss_cls": 0.9518258675932885, "decode.d2.loss_mask": 0.671944773197174, "decode.d2.loss_dice": 1.132570293545723, "decode.d3.loss_cls": 0.7861562281847, "decode.d3.loss_mask": 0.7072706520557404, "decode.d3.loss_dice": 1.1590913861989975, "decode.d4.loss_cls": 0.7629254348576069, "decode.d4.loss_mask": 0.712486645579338, "decode.d4.loss_dice": 1.1766179651021957, "decode.d5.loss_cls": 0.7982951767742634, "decode.d5.loss_mask": 0.6851566582918167, "decode.d5.loss_dice": 1.150413027405739, "decode.d6.loss_cls": 0.7657965257763862, "decode.d6.loss_mask": 0.6641363501548767, "decode.d6.loss_dice": 1.1482088804244994, "decode.d7.loss_cls": 0.7733982123434544, "decode.d7.loss_mask": 0.6894830077886581, "decode.d7.loss_dice": 1.1381350666284562, "decode.d8.loss_cls": 0.7608032651245594, "decode.d8.loss_mask": 0.6837596118450164, "decode.d8.loss_dice": 1.1868488281965255, "time": 0.532672643661499, "memory": 7243, "step": 75600}
{"lr": 5.620449328465952e-06, "data_time": 0.009769296646118164, "grad_norm": 85.53157196044921, "loss": 26.15739860534668, "decode.loss_cls": 0.6683570191264152, "decode.loss_mask": 0.6502967804670334, "decode.loss_dice": 1.0043882846832275, "decode.d0.loss_cls": 2.4025812268257143, "decode.d0.loss_mask": 0.7404822111129761, "decode.d0.loss_dice": 1.1933902770280838, "decode.d1.loss_cls": 0.9557701081037522, "decode.d1.loss_mask": 0.682068818807602, "decode.d1.loss_dice": 1.1256654500961303, "decode.d2.loss_cls": 0.7948085591197014, "decode.d2.loss_mask": 0.6440092086791992, "decode.d2.loss_dice": 1.0508926957845688, "decode.d3.loss_cls": 0.6979593738913537, "decode.d3.loss_mask": 0.6685223430395126, "decode.d3.loss_dice": 1.0513763636350633, "decode.d4.loss_cls": 0.7139404654502869, "decode.d4.loss_mask": 0.656621664762497, "decode.d4.loss_dice": 1.0648438334465027, "decode.d5.loss_cls": 0.7042207911610603, "decode.d5.loss_mask": 0.6401267796754837, "decode.d5.loss_dice": 1.0220235288143158, "decode.d6.loss_cls": 0.6427647143602371, "decode.d6.loss_mask": 0.6516897559165955, "decode.d6.loss_dice": 1.0392493844032287, "decode.d7.loss_cls": 0.6708805650472641, "decode.d7.loss_mask": 0.6486745744943618, "decode.d7.loss_dice": 1.0289313405752183, "decode.d8.loss_cls": 0.6657971605658531, "decode.d8.loss_mask": 0.6485775589942933, "decode.d8.loss_dice": 1.0284868001937866, "time": 0.5576760768890381, "memory": 7228, "step": 75650}
{"lr": 5.617450778168807e-06, "data_time": 0.009679317474365234, "grad_norm": 93.96859130859374, "loss": 25.706901168823244, "decode.loss_cls": 0.5860059566795826, "decode.loss_mask": 0.6196968331933022, "decode.loss_dice": 1.1185735911130905, "decode.d0.loss_cls": 2.353201174736023, "decode.d0.loss_mask": 0.692177663743496, "decode.d0.loss_dice": 1.286490261554718, "decode.d1.loss_cls": 0.8147851981222629, "decode.d1.loss_mask": 0.608602038025856, "decode.d1.loss_dice": 1.1812631696462632, "decode.d2.loss_cls": 0.7606947422027588, "decode.d2.loss_mask": 0.5824723251163959, "decode.d2.loss_dice": 1.1357254207134246, "decode.d3.loss_cls": 0.6312979087233543, "decode.d3.loss_mask": 0.594988714158535, "decode.d3.loss_dice": 1.143354031443596, "decode.d4.loss_cls": 0.6585537403821945, "decode.d4.loss_mask": 0.5802443593740463, "decode.d4.loss_dice": 1.1337257146835327, "decode.d5.loss_cls": 0.6060436718165875, "decode.d5.loss_mask": 0.5943591989576816, "decode.d5.loss_dice": 1.1582546889781953, "decode.d6.loss_cls": 0.5854203563183547, "decode.d6.loss_mask": 0.5944096341729164, "decode.d6.loss_dice": 1.1051396310329438, "decode.d7.loss_cls": 0.554224743694067, "decode.d7.loss_mask": 0.594338235259056, "decode.d7.loss_dice": 1.1397293984889985, "decode.d8.loss_cls": 0.5333986680954694, "decode.d8.loss_mask": 0.6487144328653812, "decode.d8.loss_dice": 1.1110150218009949, "time": 0.561210298538208, "memory": 7296, "step": 75700}
{"lr": 5.6144520500164194e-06, "data_time": 0.00926225185394287, "grad_norm": 106.79459838867187, "loss": 22.56718764305115, "decode.loss_cls": 0.5038195997476578, "decode.loss_mask": 0.6062438488006592, "decode.loss_dice": 0.8573488712310791, "decode.d0.loss_cls": 2.176165986061096, "decode.d0.loss_mask": 0.6813201159238815, "decode.d0.loss_dice": 1.1155793428421021, "decode.d1.loss_cls": 0.7966671466827393, "decode.d1.loss_mask": 0.610644681751728, "decode.d1.loss_dice": 1.0307065814733505, "decode.d2.loss_cls": 0.5973700143396854, "decode.d2.loss_mask": 0.6068868339061737, "decode.d2.loss_dice": 0.9502662986516952, "decode.d3.loss_cls": 0.602260472625494, "decode.d3.loss_mask": 0.591654697060585, "decode.d3.loss_dice": 0.8708319023251534, "decode.d4.loss_cls": 0.5892774768173694, "decode.d4.loss_mask": 0.5881807878613472, "decode.d4.loss_dice": 0.8805673405528068, "decode.d5.loss_cls": 0.561186758428812, "decode.d5.loss_mask": 0.5901839047670364, "decode.d5.loss_dice": 0.8450724601745605, "decode.d6.loss_cls": 0.4982066459953785, "decode.d6.loss_mask": 0.6013763904571533, "decode.d6.loss_dice": 0.854553171992302, "decode.d7.loss_cls": 0.5009261064231396, "decode.d7.loss_mask": 0.6024003386497497, "decode.d7.loss_dice": 0.8705491900444031, "decode.d8.loss_cls": 0.5285642996430397, "decode.d8.loss_mask": 0.5886058062314987, "decode.d8.loss_dice": 0.8697702184319496, "time": 0.5301316022872925, "memory": 7257, "step": 75750}
{"lr": 5.6114531438926765e-06, "data_time": 0.009586977958679199, "grad_norm": 82.6005027770996, "loss": 22.426754474639893, "decode.loss_cls": 0.5502436578273773, "decode.loss_mask": 0.6981070905923843, "decode.loss_dice": 0.8231119245290757, "decode.d0.loss_cls": 1.934923803806305, "decode.d0.loss_mask": 0.7541333794593811, "decode.d0.loss_dice": 0.9545552790164947, "decode.d1.loss_cls": 0.587350732088089, "decode.d1.loss_mask": 0.7704318702220917, "decode.d1.loss_dice": 0.8826410442590713, "decode.d2.loss_cls": 0.5551993131637574, "decode.d2.loss_mask": 0.7259473949670792, "decode.d2.loss_dice": 0.8316304922103882, "decode.d3.loss_cls": 0.5356921061873436, "decode.d3.loss_mask": 0.7078145265579223, "decode.d3.loss_dice": 0.8277293026447297, "decode.d4.loss_cls": 0.5272381752729416, "decode.d4.loss_mask": 0.6962741643190384, "decode.d4.loss_dice": 0.8262145221233368, "decode.d5.loss_cls": 0.5117240667343139, "decode.d5.loss_mask": 0.7010690808296204, "decode.d5.loss_dice": 0.8294349163770676, "decode.d6.loss_cls": 0.5087406188249588, "decode.d6.loss_mask": 0.7114796012639999, "decode.d6.loss_dice": 0.8214205890893936, "decode.d7.loss_cls": 0.5335979402065277, "decode.d7.loss_mask": 0.7045230954885483, "decode.d7.loss_dice": 0.817866200208664, "decode.d8.loss_cls": 0.580261892080307, "decode.d8.loss_mask": 0.700625303387642, "decode.d8.loss_dice": 0.8167731404304505, "time": 0.557960844039917, "memory": 7249, "step": 75800}
{"lr": 5.608454059681329e-06, "data_time": 0.009591770172119141, "grad_norm": 94.67001724243164, "loss": 29.481621932983398, "decode.loss_cls": 0.7140552893280983, "decode.loss_mask": 0.7855116605758667, "decode.loss_dice": 1.102069514989853, "decode.d0.loss_cls": 2.562830376625061, "decode.d0.loss_mask": 0.9033318102359772, "decode.d0.loss_dice": 1.2503903388977051, "decode.d1.loss_cls": 0.9678166180849075, "decode.d1.loss_mask": 0.8481781363487244, "decode.d1.loss_dice": 1.173473310470581, "decode.d2.loss_cls": 0.8765042513608933, "decode.d2.loss_mask": 0.8597295224666596, "decode.d2.loss_dice": 1.1942183315753936, "decode.d3.loss_cls": 0.8354280352592468, "decode.d3.loss_mask": 0.8341277241706848, "decode.d3.loss_dice": 1.135102391242981, "decode.d4.loss_cls": 0.8481655478477478, "decode.d4.loss_mask": 0.8343636572360993, "decode.d4.loss_dice": 1.1097006797790527, "decode.d5.loss_cls": 0.7919337958097458, "decode.d5.loss_mask": 0.8186552703380585, "decode.d5.loss_dice": 1.0929800808429717, "decode.d6.loss_cls": 0.737801618874073, "decode.d6.loss_mask": 0.8282876908779144, "decode.d6.loss_dice": 1.1023079335689545, "decode.d7.loss_cls": 0.7188275411725045, "decode.d7.loss_mask": 0.8392647564411163, "decode.d7.loss_dice": 1.08769548535347, "decode.d8.loss_cls": 0.6928014621138573, "decode.d8.loss_mask": 0.8118130087852478, "decode.d8.loss_dice": 1.124257344007492, "time": 0.5325554609298706, "memory": 7314, "step": 75850}
{"lr": 5.6054547972659635e-06, "data_time": 0.009456992149353027, "grad_norm": 84.15286369323731, "loss": 27.163406085968017, "decode.loss_cls": 0.5616096496582031, "decode.loss_mask": 0.6468653053045272, "decode.loss_dice": 1.266428178548813, "decode.d0.loss_cls": 2.387656092643738, "decode.d0.loss_mask": 0.7036489367485046, "decode.d0.loss_dice": 1.3968195974826814, "decode.d1.loss_cls": 0.7482203066349029, "decode.d1.loss_mask": 0.6571879684925079, "decode.d1.loss_dice": 1.3174596726894379, "decode.d2.loss_cls": 0.5984589099884033, "decode.d2.loss_mask": 0.6537551552057266, "decode.d2.loss_dice": 1.331634259223938, "decode.d3.loss_cls": 0.5467327639460564, "decode.d3.loss_mask": 0.6533624053001403, "decode.d3.loss_dice": 1.3033366262912751, "decode.d4.loss_cls": 0.588946408033371, "decode.d4.loss_mask": 0.6407695591449738, "decode.d4.loss_dice": 1.3070016860961915, "decode.d5.loss_cls": 0.5648518383502961, "decode.d5.loss_mask": 0.64094318151474, "decode.d5.loss_dice": 1.3011135399341582, "decode.d6.loss_cls": 0.5392192363739013, "decode.d6.loss_mask": 0.6483222067356109, "decode.d6.loss_dice": 1.284228903055191, "decode.d7.loss_cls": 0.5019866563379765, "decode.d7.loss_mask": 0.6441685944795609, "decode.d7.loss_dice": 1.2840629935264587, "decode.d8.loss_cls": 0.49403360188007356, "decode.d8.loss_mask": 0.6482252806425095, "decode.d8.loss_dice": 1.3023581862449647, "time": 0.5575193166732788, "memory": 7308, "step": 75900}
{"lr": 5.602455356530043e-06, "data_time": 0.009697937965393066, "grad_norm": 88.85629348754883, "loss": 24.193944454193115, "decode.loss_cls": 0.5403410643339157, "decode.loss_mask": 0.6533618569374084, "decode.loss_dice": 0.9643146336078644, "decode.d0.loss_cls": 2.096039605140686, "decode.d0.loss_mask": 0.7169691771268845, "decode.d0.loss_dice": 1.1378678321838378, "decode.d1.loss_cls": 0.8140849322080612, "decode.d1.loss_mask": 0.667946594953537, "decode.d1.loss_dice": 1.0378973841667176, "decode.d2.loss_cls": 0.7299783915281296, "decode.d2.loss_mask": 0.6452549815177917, "decode.d2.loss_dice": 0.9712077260017395, "decode.d3.loss_cls": 0.644660261273384, "decode.d3.loss_mask": 0.6488148003816605, "decode.d3.loss_dice": 0.984503197669983, "decode.d4.loss_cls": 0.5643138289451599, "decode.d4.loss_mask": 0.6582248538732529, "decode.d4.loss_dice": 0.9898629426956177, "decode.d5.loss_cls": 0.5556311666965484, "decode.d5.loss_mask": 0.6433825850486755, "decode.d5.loss_dice": 0.9946307390928268, "decode.d6.loss_cls": 0.5473458588123321, "decode.d6.loss_mask": 0.6524732351303101, "decode.d6.loss_dice": 0.9641574084758758, "decode.d7.loss_cls": 0.5443949609994888, "decode.d7.loss_mask": 0.6563214480876922, "decode.d7.loss_dice": 0.9697032332420349, "decode.d8.loss_cls": 0.5717177838087082, "decode.d8.loss_mask": 0.6613611042499542, "decode.d8.loss_dice": 0.9671817600727082, "time": 0.5330267906188965, "memory": 7231, "step": 75950}
{"lr": 5.599455737356871e-06, "data_time": 0.009361195564270019, "grad_norm": 86.48244667053223, "loss": 21.8643741607666, "decode.loss_cls": 0.43149062246084213, "decode.loss_mask": 0.6033703804016113, "decode.loss_dice": 0.9107272148132324, "decode.d0.loss_cls": 2.0264079332351685, "decode.d0.loss_mask": 0.5957148402929306, "decode.d0.loss_dice": 1.0090437650680542, "decode.d1.loss_cls": 0.6223726987838745, "decode.d1.loss_mask": 0.6090733677148819, "decode.d1.loss_dice": 1.0050644099712371, "decode.d2.loss_cls": 0.5233392670750618, "decode.d2.loss_mask": 0.5976127862930298, "decode.d2.loss_dice": 0.9468380749225617, "decode.d3.loss_cls": 0.5632606044411659, "decode.d3.loss_mask": 0.6026601403951645, "decode.d3.loss_dice": 0.9269169986248016, "decode.d4.loss_cls": 0.4855093345046043, "decode.d4.loss_mask": 0.5972142577171325, "decode.d4.loss_dice": 0.9176196068525314, "decode.d5.loss_cls": 0.46934541016817094, "decode.d5.loss_mask": 0.6004701972007751, "decode.d5.loss_dice": 0.9087441265583038, "decode.d6.loss_cls": 0.47607177793979644, "decode.d6.loss_mask": 0.6014897286891937, "decode.d6.loss_dice": 0.8801244497299194, "decode.d7.loss_cls": 0.46150480061769483, "decode.d7.loss_mask": 0.5781341105699539, "decode.d7.loss_dice": 0.8919816762208939, "decode.d8.loss_cls": 0.5053263142704963, "decode.d8.loss_mask": 0.5992649614810943, "decode.d8.loss_dice": 0.9176805675029754, "time": 0.5339730739593506, "memory": 7206, "step": 76000}
{"lr": 5.5964559396296174e-06, "data_time": 0.009362411499023438, "grad_norm": 95.50456466674805, "loss": 31.76587324142456, "decode.loss_cls": 0.6795524626970291, "decode.loss_mask": 0.7607948839664459, "decode.loss_dice": 1.3486157476902008, "decode.d0.loss_cls": 2.5124988198280334, "decode.d0.loss_mask": 0.841091388463974, "decode.d0.loss_dice": 1.6308758974075317, "decode.d1.loss_cls": 0.9793296426534652, "decode.d1.loss_mask": 0.8006825774908066, "decode.d1.loss_dice": 1.46377032995224, "decode.d2.loss_cls": 0.9336520507931709, "decode.d2.loss_mask": 0.7686259239912033, "decode.d2.loss_dice": 1.3906463623046874, "decode.d3.loss_cls": 0.8760100796818733, "decode.d3.loss_mask": 0.7621142596006394, "decode.d3.loss_dice": 1.3518163204193114, "decode.d4.loss_cls": 0.8630265697836876, "decode.d4.loss_mask": 0.7724728494882583, "decode.d4.loss_dice": 1.3951724231243134, "decode.d5.loss_cls": 0.8301620796322823, "decode.d5.loss_mask": 0.7699621707201004, "decode.d5.loss_dice": 1.351063507795334, "decode.d6.loss_cls": 0.7532506093382836, "decode.d6.loss_mask": 0.7891139358282089, "decode.d6.loss_dice": 1.3692001521587371, "decode.d7.loss_cls": 0.755395981669426, "decode.d7.loss_mask": 0.7736773490905762, "decode.d7.loss_dice": 1.3809343695640564, "decode.d8.loss_cls": 0.7270935520529747, "decode.d8.loss_mask": 0.7527739316225052, "decode.d8.loss_dice": 1.3824961364269257, "time": 0.5334183931350708, "memory": 7216, "step": 76050}
{"lr": 5.593455963231294e-06, "data_time": 0.009245014190673828, "grad_norm": 106.06577987670899, "loss": 31.14917621612549, "decode.loss_cls": 0.7808933287858963, "decode.loss_mask": 0.7858617246150971, "decode.loss_dice": 1.2592073321342467, "decode.d0.loss_cls": 2.5583046436309815, "decode.d0.loss_mask": 0.84460089802742, "decode.d0.loss_dice": 1.4483623325824737, "decode.d1.loss_cls": 0.9741938233375549, "decode.d1.loss_mask": 0.7983491271734238, "decode.d1.loss_dice": 1.3709460854530335, "decode.d2.loss_cls": 0.9246932148933411, "decode.d2.loss_mask": 0.789837121963501, "decode.d2.loss_dice": 1.3211895108222962, "decode.d3.loss_cls": 0.9064291894435883, "decode.d3.loss_mask": 0.7821430325508117, "decode.d3.loss_dice": 1.2917592525482178, "decode.d4.loss_cls": 0.7992543429136276, "decode.d4.loss_mask": 0.783657044172287, "decode.d4.loss_dice": 1.2879819810390472, "decode.d5.loss_cls": 0.8173908799886703, "decode.d5.loss_mask": 0.7874691247940063, "decode.d5.loss_dice": 1.259267407655716, "decode.d6.loss_cls": 0.8188437402248383, "decode.d6.loss_mask": 0.782538640499115, "decode.d6.loss_dice": 1.2609435141086578, "decode.d7.loss_cls": 0.8061318397521973, "decode.d7.loss_mask": 0.7755069196224212, "decode.d7.loss_dice": 1.2669683873653412, "decode.d8.loss_cls": 0.8291347414255142, "decode.d8.loss_mask": 0.7915472149848938, "decode.d8.loss_dice": 1.245770561695099, "time": 0.5325851917266846, "memory": 7283, "step": 76100}
{"lr": 5.590455808044774e-06, "data_time": 0.009474086761474609, "grad_norm": 92.51380233764648, "loss": 18.479622316360473, "decode.loss_cls": 0.38946167659014463, "decode.loss_mask": 0.49128752797842024, "decode.loss_dice": 0.723181315511465, "decode.d0.loss_cls": 2.066184067726135, "decode.d0.loss_mask": 0.537506565451622, "decode.d0.loss_dice": 0.8339676082134246, "decode.d1.loss_cls": 0.5711221616715193, "decode.d1.loss_mask": 0.4972798123955727, "decode.d1.loss_dice": 0.7828368410468102, "decode.d2.loss_cls": 0.5609256973490119, "decode.d2.loss_mask": 0.47335885316133497, "decode.d2.loss_dice": 0.752249426394701, "decode.d3.loss_cls": 0.4754043038934469, "decode.d3.loss_mask": 0.4895957916975021, "decode.d3.loss_dice": 0.7112818837165833, "decode.d4.loss_cls": 0.46012497376650574, "decode.d4.loss_mask": 0.47257590144872663, "decode.d4.loss_dice": 0.7009919449687004, "decode.d5.loss_cls": 0.4307806549593806, "decode.d5.loss_mask": 0.48002867996692655, "decode.d5.loss_dice": 0.7188146091997624, "decode.d6.loss_cls": 0.4231833079829812, "decode.d6.loss_mask": 0.4809566900134087, "decode.d6.loss_dice": 0.706387086212635, "decode.d7.loss_cls": 0.4138606615364552, "decode.d7.loss_mask": 0.49096512645483015, "decode.d7.loss_dice": 0.7182681761682034, "decode.d8.loss_cls": 0.4158866681158543, "decode.d8.loss_mask": 0.49329719990491866, "decode.d8.loss_dice": 0.7178566724061965, "time": 0.5311833620071411, "memory": 7282, "step": 76150}
{"lr": 5.587455473952774e-06, "data_time": 0.009486126899719238, "grad_norm": 83.46213188171387, "loss": 21.491502952575683, "decode.loss_cls": 0.5907852791249752, "decode.loss_mask": 0.527520728111267, "decode.loss_dice": 0.7795743346214294, "decode.d0.loss_cls": 1.8665467739105224, "decode.d0.loss_mask": 0.6110617101192475, "decode.d0.loss_dice": 0.9283527642488479, "decode.d1.loss_cls": 0.7580769628286361, "decode.d1.loss_mask": 0.5694031119346619, "decode.d1.loss_dice": 0.8685416966676712, "decode.d2.loss_cls": 0.7258554250001907, "decode.d2.loss_mask": 0.5634084790945053, "decode.d2.loss_dice": 0.7906684771180152, "decode.d3.loss_cls": 0.6388225421309471, "decode.d3.loss_mask": 0.5610596120357514, "decode.d3.loss_dice": 0.8149361073970794, "decode.d4.loss_cls": 0.6831482194364071, "decode.d4.loss_mask": 0.5457549721002579, "decode.d4.loss_dice": 0.7985116600990295, "decode.d5.loss_cls": 0.6884166575968266, "decode.d5.loss_mask": 0.5499007791280747, "decode.d5.loss_dice": 0.7949136376380921, "decode.d6.loss_cls": 0.6015833050012589, "decode.d6.loss_mask": 0.5388148099184036, "decode.d6.loss_dice": 0.801046621799469, "decode.d7.loss_cls": 0.6412705026566983, "decode.d7.loss_mask": 0.5428781181573867, "decode.d7.loss_dice": 0.7838527143001557, "decode.d8.loss_cls": 0.6113645456731319, "decode.d8.loss_mask": 0.5318040192127228, "decode.d8.loss_dice": 0.7836277991533279, "time": 0.557173204421997, "memory": 7243, "step": 76200}
{"lr": 5.58445496083788e-06, "data_time": 0.00948331356048584, "grad_norm": 86.43742599487305, "loss": 24.280974769592284, "decode.loss_cls": 0.517009450495243, "decode.loss_mask": 0.6455728113651276, "decode.loss_dice": 1.0528233230113984, "decode.d0.loss_cls": 1.929950213432312, "decode.d0.loss_mask": 0.677093717455864, "decode.d0.loss_dice": 1.2198695242404938, "decode.d1.loss_cls": 0.6856505751609803, "decode.d1.loss_mask": 0.644173315167427, "decode.d1.loss_dice": 1.1421103596687316, "decode.d2.loss_cls": 0.6373642176389694, "decode.d2.loss_mask": 0.6294650435447693, "decode.d2.loss_dice": 1.0862214773893357, "decode.d3.loss_cls": 0.5590314716100693, "decode.d3.loss_mask": 0.62815822660923, "decode.d3.loss_dice": 1.0718209624290467, "decode.d4.loss_cls": 0.5573835164308548, "decode.d4.loss_mask": 0.6166781634092331, "decode.d4.loss_dice": 1.063063418865204, "decode.d5.loss_cls": 0.4954537093639374, "decode.d5.loss_mask": 0.6264882743358612, "decode.d5.loss_dice": 1.1060632526874543, "decode.d6.loss_cls": 0.5363939642906189, "decode.d6.loss_mask": 0.6385248273611068, "decode.d6.loss_dice": 1.0444357633590697, "decode.d7.loss_cls": 0.5232840850949287, "decode.d7.loss_mask": 0.6390178889036179, "decode.d7.loss_dice": 1.0384826838970185, "decode.d8.loss_cls": 0.5442838951945305, "decode.d8.loss_mask": 0.6623705983161926, "decode.d8.loss_dice": 1.0627369046211244, "time": 0.5880631446838379, "memory": 7233, "step": 76250}
{"lr": 5.581454268582514e-06, "data_time": 0.009698224067687989, "grad_norm": 79.41235046386718, "loss": 19.700564098358154, "decode.loss_cls": 0.46557651087641716, "decode.loss_mask": 0.4291112616658211, "decode.loss_dice": 0.8020336389541626, "decode.d0.loss_cls": 2.1614020109176635, "decode.d0.loss_mask": 0.46914310604333875, "decode.d0.loss_dice": 0.9238606929779053, "decode.d1.loss_cls": 0.6481046453118324, "decode.d1.loss_mask": 0.45631979703903197, "decode.d1.loss_dice": 0.8744267284870147, "decode.d2.loss_cls": 0.5967780619859695, "decode.d2.loss_mask": 0.43348858058452605, "decode.d2.loss_dice": 0.8221188187599182, "decode.d3.loss_cls": 0.5988491505384446, "decode.d3.loss_mask": 0.42564514726400376, "decode.d3.loss_dice": 0.8210568785667419, "decode.d4.loss_cls": 0.5642519190907478, "decode.d4.loss_mask": 0.4313003420829773, "decode.d4.loss_dice": 0.8078793227672577, "decode.d5.loss_cls": 0.5166916728019715, "decode.d5.loss_mask": 0.4367653474211693, "decode.d5.loss_dice": 0.8148447930812835, "decode.d6.loss_cls": 0.5267640590667725, "decode.d6.loss_mask": 0.4243179500102997, "decode.d6.loss_dice": 0.7959371268749237, "decode.d7.loss_cls": 0.5211302965879441, "decode.d7.loss_mask": 0.41860813945531844, "decode.d7.loss_dice": 0.787391084432602, "decode.d8.loss_cls": 0.49446208477020265, "decode.d8.loss_mask": 0.42969820499420164, "decode.d8.loss_dice": 0.8026059925556183, "time": 0.533902382850647, "memory": 7197, "step": 76300}
{"lr": 5.578453397068959e-06, "data_time": 0.00927877426147461, "grad_norm": 70.83239784240723, "loss": 22.544821071624757, "decode.loss_cls": 0.48232249096035956, "decode.loss_mask": 0.5372637808322906, "decode.loss_dice": 0.9639865338802338, "decode.d0.loss_cls": 2.0888678193092347, "decode.d0.loss_mask": 0.5846588611602783, "decode.d0.loss_dice": 1.1568834483623505, "decode.d1.loss_cls": 0.6422680892050266, "decode.d1.loss_mask": 0.5772544234991074, "decode.d1.loss_dice": 1.03735591173172, "decode.d2.loss_cls": 0.5949163466691971, "decode.d2.loss_mask": 0.5626845508813858, "decode.d2.loss_dice": 1.0126464903354644, "decode.d3.loss_cls": 0.53541339635849, "decode.d3.loss_mask": 0.5578340411186218, "decode.d3.loss_dice": 0.9802912175655365, "decode.d4.loss_cls": 0.5568109206855297, "decode.d4.loss_mask": 0.5565724194049835, "decode.d4.loss_dice": 0.9636448740959167, "decode.d5.loss_cls": 0.591472902148962, "decode.d5.loss_mask": 0.5495878756046295, "decode.d5.loss_dice": 0.9741801261901856, "decode.d6.loss_cls": 0.5097525522112847, "decode.d6.loss_mask": 0.5404768645763397, "decode.d6.loss_dice": 0.9526723563671112, "decode.d7.loss_cls": 0.5369413495063782, "decode.d7.loss_mask": 0.5347455233335495, "decode.d7.loss_dice": 0.9522074341773987, "decode.d8.loss_cls": 0.5179849021136761, "decode.d8.loss_mask": 0.5328491806983948, "decode.d8.loss_dice": 0.9602746963500977, "time": 0.5571922302246094, "memory": 7260, "step": 76350}
{"lr": 5.57545234617935e-06, "data_time": 0.0094069242477417, "grad_norm": 89.79338150024414, "loss": 24.41754765510559, "decode.loss_cls": 0.5664838716387749, "decode.loss_mask": 0.6485977321863174, "decode.loss_dice": 0.9624609217047692, "decode.d0.loss_cls": 2.1702704548835756, "decode.d0.loss_mask": 0.7004348427057266, "decode.d0.loss_dice": 1.108157940208912, "decode.d1.loss_cls": 0.77169518917799, "decode.d1.loss_mask": 0.664524881541729, "decode.d1.loss_dice": 1.0113600194454193, "decode.d2.loss_cls": 0.6746784366667271, "decode.d2.loss_mask": 0.6694785624742507, "decode.d2.loss_dice": 0.981608259677887, "decode.d3.loss_cls": 0.6103610597550869, "decode.d3.loss_mask": 0.66485196352005, "decode.d3.loss_dice": 0.9765104196965695, "decode.d4.loss_cls": 0.6555321551859379, "decode.d4.loss_mask": 0.6645573765039444, "decode.d4.loss_dice": 1.0054638877511024, "decode.d5.loss_cls": 0.6505327872931957, "decode.d5.loss_mask": 0.6486720502376556, "decode.d5.loss_dice": 0.9845750652253628, "decode.d6.loss_cls": 0.6322326853871345, "decode.d6.loss_mask": 0.6251666069030761, "decode.d6.loss_dice": 0.9625608623027802, "decode.d7.loss_cls": 0.5868131019175052, "decode.d7.loss_mask": 0.6568458780646325, "decode.d7.loss_dice": 0.951559592783451, "decode.d8.loss_cls": 0.6047637410461902, "decode.d8.loss_mask": 0.6562544763088226, "decode.d8.loss_dice": 0.9505419567227363, "time": 0.5326784372329711, "memory": 7227, "step": 76400}
{"lr": 5.572451115795672e-06, "data_time": 0.00923619270324707, "grad_norm": 90.33213844299317, "loss": 28.069985580444335, "decode.loss_cls": 0.598016333580017, "decode.loss_mask": 0.672214126586914, "decode.loss_dice": 1.27726953625679, "decode.d0.loss_cls": 2.06833655834198, "decode.d0.loss_mask": 0.7263853073120117, "decode.d0.loss_dice": 1.5392364501953124, "decode.d1.loss_cls": 0.7997755199670792, "decode.d1.loss_mask": 0.7122890293598175, "decode.d1.loss_dice": 1.4095158100128173, "decode.d2.loss_cls": 0.738618579506874, "decode.d2.loss_mask": 0.6799845516681671, "decode.d2.loss_dice": 1.3243107318878173, "decode.d3.loss_cls": 0.6715246111154556, "decode.d3.loss_mask": 0.6753514796495438, "decode.d3.loss_dice": 1.269665890932083, "decode.d4.loss_cls": 0.6719611078500748, "decode.d4.loss_mask": 0.6852637231349945, "decode.d4.loss_dice": 1.3061958849430084, "decode.d5.loss_cls": 0.6847599387168884, "decode.d5.loss_mask": 0.6826179027557373, "decode.d5.loss_dice": 1.2728108882904052, "decode.d6.loss_cls": 0.6069010645151138, "decode.d6.loss_mask": 0.6873823970556259, "decode.d6.loss_dice": 1.2626845061779022, "decode.d7.loss_cls": 0.6035525590181351, "decode.d7.loss_mask": 0.6684184372425079, "decode.d7.loss_dice": 1.2666616201400758, "decode.d8.loss_cls": 0.59677374958992, "decode.d8.loss_mask": 0.668547785282135, "decode.d8.loss_dice": 1.2429588794708253, "time": 0.5336973667144775, "memory": 7208, "step": 76450}
{"lr": 5.569449705799761e-06, "data_time": 0.009258580207824708, "grad_norm": 82.1196132659912, "loss": 19.53940086364746, "decode.loss_cls": 0.3724062152206898, "decode.loss_mask": 0.5555810660123826, "decode.loss_dice": 0.8197851270437241, "decode.d0.loss_cls": 2.104305684566498, "decode.d0.loss_mask": 0.5805496782064438, "decode.d0.loss_dice": 0.9411615371704102, "decode.d1.loss_cls": 0.450985673815012, "decode.d1.loss_mask": 0.5701821863651275, "decode.d1.loss_dice": 0.9022929072380066, "decode.d2.loss_cls": 0.3293584205210209, "decode.d2.loss_mask": 0.5660725355148315, "decode.d2.loss_dice": 0.8890710681676864, "decode.d3.loss_cls": 0.3684510786086321, "decode.d3.loss_mask": 0.5516550645232201, "decode.d3.loss_dice": 0.86971495449543, "decode.d4.loss_cls": 0.3659675128757954, "decode.d4.loss_mask": 0.5436794281005859, "decode.d4.loss_dice": 0.879251092672348, "decode.d5.loss_cls": 0.3448323968797922, "decode.d5.loss_mask": 0.5505054205656051, "decode.d5.loss_dice": 0.8523745834827423, "decode.d6.loss_cls": 0.3164783392101526, "decode.d6.loss_mask": 0.5465437158942222, "decode.d6.loss_dice": 0.8421784788370132, "decode.d7.loss_cls": 0.30775299593806266, "decode.d7.loss_mask": 0.5534663587808609, "decode.d7.loss_dice": 0.8418276220560074, "decode.d8.loss_cls": 0.3228358868509531, "decode.d8.loss_mask": 0.5580792874097824, "decode.d8.loss_dice": 0.8420549124479294, "time": 0.5318625688552856, "memory": 7172, "step": 76500}
{"lr": 5.566448116073314e-06, "data_time": 0.009264206886291504, "grad_norm": 82.34237518310547, "loss": 22.986543083190917, "decode.loss_cls": 0.5250918418169022, "decode.loss_mask": 0.5799481868743896, "decode.loss_dice": 0.950133091211319, "decode.d0.loss_cls": 2.3558280229568482, "decode.d0.loss_mask": 0.6611744463443756, "decode.d0.loss_dice": 1.0822651505470275, "decode.d1.loss_cls": 0.7408205419778824, "decode.d1.loss_mask": 0.5731435149908066, "decode.d1.loss_dice": 0.984740175306797, "decode.d2.loss_cls": 0.6526187032461166, "decode.d2.loss_mask": 0.5674857959151268, "decode.d2.loss_dice": 0.9855722576379776, "decode.d3.loss_cls": 0.5846999369561672, "decode.d3.loss_mask": 0.5512967854738235, "decode.d3.loss_dice": 0.9548128306865692, "decode.d4.loss_cls": 0.5393558226525783, "decode.d4.loss_mask": 0.5636077463626862, "decode.d4.loss_dice": 0.9571838736534118, "decode.d5.loss_cls": 0.5528122551739216, "decode.d5.loss_mask": 0.5859340757131577, "decode.d5.loss_dice": 0.9561669796705246, "decode.d6.loss_cls": 0.49938605055212976, "decode.d6.loss_mask": 0.5805928021669388, "decode.d6.loss_dice": 0.9503562271595001, "decode.d7.loss_cls": 0.4825571201741695, "decode.d7.loss_mask": 0.5803066998720169, "decode.d7.loss_dice": 0.9616541668772698, "decode.d8.loss_cls": 0.5182233981788158, "decode.d8.loss_mask": 0.5720107108354568, "decode.d8.loss_dice": 0.9367635473608971, "time": 0.5341130495071411, "memory": 7230, "step": 76550}
{"lr": 5.56344634649786e-06, "data_time": 0.009032392501831054, "grad_norm": 82.63989067077637, "loss": 26.731043815612793, "decode.loss_cls": 0.6081857651472091, "decode.loss_mask": 0.6934395909309388, "decode.loss_dice": 1.1463908672332763, "decode.d0.loss_cls": 2.340285074710846, "decode.d0.loss_mask": 0.7780568078160286, "decode.d0.loss_dice": 1.3328675270080566, "decode.d1.loss_cls": 0.707704558968544, "decode.d1.loss_mask": 0.7043993428349495, "decode.d1.loss_dice": 1.196483427286148, "decode.d2.loss_cls": 0.6962679624557495, "decode.d2.loss_mask": 0.7075986355543137, "decode.d2.loss_dice": 1.2074155390262604, "decode.d3.loss_cls": 0.6482885107398033, "decode.d3.loss_mask": 0.6805603370070458, "decode.d3.loss_dice": 1.1289375960826873, "decode.d4.loss_cls": 0.6030533194541932, "decode.d4.loss_mask": 0.6816124930977822, "decode.d4.loss_dice": 1.1201817870140076, "decode.d5.loss_cls": 0.6148031413555145, "decode.d5.loss_mask": 0.6990316703915596, "decode.d5.loss_dice": 1.1395170569419861, "decode.d6.loss_cls": 0.6529643952846527, "decode.d6.loss_mask": 0.671759806573391, "decode.d6.loss_dice": 1.1008291602134705, "decode.d7.loss_cls": 0.6177521586418152, "decode.d7.loss_mask": 0.6851480275392532, "decode.d7.loss_dice": 1.1473111748695373, "decode.d8.loss_cls": 0.608375146985054, "decode.d8.loss_mask": 0.6879791587591171, "decode.d8.loss_dice": 1.1238434135913848, "time": 0.5301730632781982, "memory": 7254, "step": 76600}
{"lr": 5.5604443969547966e-06, "data_time": 0.009515476226806641, "grad_norm": 88.00733604431153, "loss": 29.701477813720704, "decode.loss_cls": 0.607737559080124, "decode.loss_mask": 0.8576033174991607, "decode.loss_dice": 1.1991221368312837, "decode.d0.loss_cls": 2.2986935138702393, "decode.d0.loss_mask": 0.8989889025688171, "decode.d0.loss_dice": 1.3939691543579102, "decode.d1.loss_cls": 0.7899594485759736, "decode.d1.loss_mask": 0.9137053728103638, "decode.d1.loss_dice": 1.321473056077957, "decode.d2.loss_cls": 0.7914127379655838, "decode.d2.loss_mask": 0.924380362033844, "decode.d2.loss_dice": 1.2660912871360779, "decode.d3.loss_cls": 0.7225293025374413, "decode.d3.loss_mask": 0.8846861898899079, "decode.d3.loss_dice": 1.2162909865379334, "decode.d4.loss_cls": 0.6371404379606247, "decode.d4.loss_mask": 0.9026173532009125, "decode.d4.loss_dice": 1.220118135213852, "decode.d5.loss_cls": 0.6724175736308098, "decode.d5.loss_mask": 0.877798992395401, "decode.d5.loss_dice": 1.2176512420177459, "decode.d6.loss_cls": 0.6403584420681, "decode.d6.loss_mask": 0.862846040725708, "decode.d6.loss_dice": 1.2010118126869203, "decode.d7.loss_cls": 0.6039418458938599, "decode.d7.loss_mask": 0.8813803017139434, "decode.d7.loss_dice": 1.219922697544098, "decode.d8.loss_cls": 0.6014754876494408, "decode.d8.loss_mask": 0.8699002921581268, "decode.d8.loss_dice": 1.2062539100646972, "time": 0.5622220277786255, "memory": 7241, "step": 76650}
{"lr": 5.5574422673253645e-06, "data_time": 0.009334945678710937, "grad_norm": 97.34765090942383, "loss": 22.600567960739134, "decode.loss_cls": 0.4746775723993778, "decode.loss_mask": 0.6405999213457108, "decode.loss_dice": 0.8340700030326843, "decode.d0.loss_cls": 2.221479296684265, "decode.d0.loss_mask": 0.7608820766210556, "decode.d0.loss_dice": 1.0971562445163727, "decode.d1.loss_cls": 0.7835772462189198, "decode.d1.loss_mask": 0.6725305050611496, "decode.d1.loss_dice": 0.9274134397506714, "decode.d2.loss_cls": 0.6685881279408932, "decode.d2.loss_mask": 0.6507110863924026, "decode.d2.loss_dice": 0.8904757857322693, "decode.d3.loss_cls": 0.5557224586606025, "decode.d3.loss_mask": 0.6624872893095016, "decode.d3.loss_dice": 0.850901335477829, "decode.d4.loss_cls": 0.5454843163490295, "decode.d4.loss_mask": 0.6608063131570816, "decode.d4.loss_dice": 0.8459784284234046, "decode.d5.loss_cls": 0.5026551626622677, "decode.d5.loss_mask": 0.6425669014453887, "decode.d5.loss_dice": 0.8475624859333039, "decode.d6.loss_cls": 0.4857396796345711, "decode.d6.loss_mask": 0.6329810142517089, "decode.d6.loss_dice": 0.8467918992042541, "decode.d7.loss_cls": 0.49865821078419686, "decode.d7.loss_mask": 0.6338746964931488, "decode.d7.loss_dice": 0.8165994912385941, "decode.d8.loss_cls": 0.4699198558926582, "decode.d8.loss_mask": 0.63190056681633, "decode.d8.loss_dice": 0.8477767631411552, "time": 0.5344591856002807, "memory": 7277, "step": 76700}
{"lr": 5.554439957490651e-06, "data_time": 0.009334802627563477, "grad_norm": 94.5698745727539, "loss": 25.0395414352417, "decode.loss_cls": 0.6432963833212852, "decode.loss_mask": 0.5788912892341613, "decode.loss_dice": 1.0606649845838547, "decode.d0.loss_cls": 2.261245584487915, "decode.d0.loss_mask": 0.6436618328094482, "decode.d0.loss_dice": 1.2011930406093598, "decode.d1.loss_cls": 0.7956524081528187, "decode.d1.loss_mask": 0.5937334805727005, "decode.d1.loss_dice": 1.1399024993181228, "decode.d2.loss_cls": 0.7048871926963329, "decode.d2.loss_mask": 0.6131640255451203, "decode.d2.loss_dice": 1.122554549574852, "decode.d3.loss_cls": 0.6509044148027897, "decode.d3.loss_mask": 0.5930617719888687, "decode.d3.loss_dice": 1.1053558468818665, "decode.d4.loss_cls": 0.6991613566875458, "decode.d4.loss_mask": 0.5704426825046539, "decode.d4.loss_dice": 1.137206968665123, "decode.d5.loss_cls": 0.692122670263052, "decode.d5.loss_mask": 0.5578772842884063, "decode.d5.loss_dice": 1.0875096172094345, "decode.d6.loss_cls": 0.6221031375229359, "decode.d6.loss_mask": 0.573942705988884, "decode.d6.loss_dice": 1.015632563829422, "decode.d7.loss_cls": 0.5690022885799408, "decode.d7.loss_mask": 0.575566440820694, "decode.d7.loss_dice": 1.0375790476799012, "decode.d8.loss_cls": 0.5690014712512493, "decode.d8.loss_mask": 0.5856189072132111, "decode.d8.loss_dice": 1.0386062622070313, "time": 0.5337569713592529, "memory": 7176, "step": 76750}
{"lr": 5.551437467331606e-06, "data_time": 0.00952286720275879, "grad_norm": 92.03799514770508, "loss": 24.942929172515868, "decode.loss_cls": 0.6546493455767631, "decode.loss_mask": 0.6938226163387299, "decode.loss_dice": 0.9090767532587052, "decode.d0.loss_cls": 2.263059139251709, "decode.d0.loss_mask": 0.7550124585628509, "decode.d0.loss_dice": 1.0344947695732116, "decode.d1.loss_cls": 0.710037711262703, "decode.d1.loss_mask": 0.7553944170475007, "decode.d1.loss_dice": 0.9891448348760605, "decode.d2.loss_cls": 0.815857058763504, "decode.d2.loss_mask": 0.712040364742279, "decode.d2.loss_dice": 0.949108025431633, "decode.d3.loss_cls": 0.7675393700599671, "decode.d3.loss_mask": 0.6805160284042359, "decode.d3.loss_dice": 0.8889983773231507, "decode.d4.loss_cls": 0.716975300014019, "decode.d4.loss_mask": 0.6810697436332702, "decode.d4.loss_dice": 0.8856334894895553, "decode.d5.loss_cls": 0.6449325695633888, "decode.d5.loss_mask": 0.7010753720998764, "decode.d5.loss_dice": 0.9027023166418076, "decode.d6.loss_cls": 0.6894618541002273, "decode.d6.loss_mask": 0.6871755689382553, "decode.d6.loss_dice": 0.899578920006752, "decode.d7.loss_cls": 0.6589014545083046, "decode.d7.loss_mask": 0.69444380402565, "decode.d7.loss_dice": 0.9191790342330932, "decode.d8.loss_cls": 0.7148596107959747, "decode.d8.loss_mask": 0.6902631193399429, "decode.d8.loss_dice": 0.8779251083731652, "time": 0.5591589450836182, "memory": 7183, "step": 76800}
{"lr": 5.54843479672902e-06, "data_time": 0.009510469436645509, "grad_norm": 82.19305038452148, "loss": 21.161290192604064, "decode.loss_cls": 0.42295596525073054, "decode.loss_mask": 0.6019196055829525, "decode.loss_dice": 0.8146685540676117, "decode.d0.loss_cls": 1.9556416392326355, "decode.d0.loss_mask": 0.7000636741518974, "decode.d0.loss_dice": 0.9928776517510414, "decode.d1.loss_cls": 0.5699732102453708, "decode.d1.loss_mask": 0.66454968303442, "decode.d1.loss_dice": 0.9250373169779778, "decode.d2.loss_cls": 0.5407994255423546, "decode.d2.loss_mask": 0.61336610019207, "decode.d2.loss_dice": 0.8729088574647903, "decode.d3.loss_cls": 0.47809905745089054, "decode.d3.loss_mask": 0.6445739656686783, "decode.d3.loss_dice": 0.832159785926342, "decode.d4.loss_cls": 0.46958233676850797, "decode.d4.loss_mask": 0.6298852533102035, "decode.d4.loss_dice": 0.8465285852551461, "decode.d5.loss_cls": 0.4407169010490179, "decode.d5.loss_mask": 0.6475599631667137, "decode.d5.loss_dice": 0.8377828404307366, "decode.d6.loss_cls": 0.4671445082873106, "decode.d6.loss_mask": 0.6191825456917286, "decode.d6.loss_dice": 0.8308756180107594, "decode.d7.loss_cls": 0.4175563551485538, "decode.d7.loss_mask": 0.6278566069900989, "decode.d7.loss_dice": 0.8300056159496307, "decode.d8.loss_cls": 0.41779789738357065, "decode.d8.loss_mask": 0.6066396698355675, "decode.d8.loss_dice": 0.842581045627594, "time": 0.5316263914108277, "memory": 7194, "step": 76850}
{"lr": 5.5454319455635255e-06, "data_time": 0.009528589248657227, "grad_norm": 85.45098037719727, "loss": 23.552661991119386, "decode.loss_cls": 0.4946542829275131, "decode.loss_mask": 0.649294151365757, "decode.loss_dice": 0.9151933908462524, "decode.d0.loss_cls": 2.1314571380615233, "decode.d0.loss_mask": 0.7728827446699142, "decode.d0.loss_dice": 1.103323757648468, "decode.d1.loss_cls": 0.8057272404432296, "decode.d1.loss_mask": 0.6554639741778374, "decode.d1.loss_dice": 0.988465017080307, "decode.d2.loss_cls": 0.636144706606865, "decode.d2.loss_mask": 0.6678879275918007, "decode.d2.loss_dice": 0.942577737569809, "decode.d3.loss_cls": 0.5526186704635621, "decode.d3.loss_mask": 0.6897320181131363, "decode.d3.loss_dice": 0.9345571875572205, "decode.d4.loss_cls": 0.5115393996238708, "decode.d4.loss_mask": 0.7001857340335846, "decode.d4.loss_dice": 0.9529525160789489, "decode.d5.loss_cls": 0.51441989839077, "decode.d5.loss_mask": 0.6855143859982491, "decode.d5.loss_dice": 0.9539993405342102, "decode.d6.loss_cls": 0.5107587784528732, "decode.d6.loss_mask": 0.6718601688742638, "decode.d6.loss_dice": 0.9261881530284881, "decode.d7.loss_cls": 0.5209089189767837, "decode.d7.loss_mask": 0.6543799683451652, "decode.d7.loss_dice": 0.9269153833389282, "decode.d8.loss_cls": 0.49244268536567687, "decode.d8.loss_mask": 0.6556125670671463, "decode.d8.loss_dice": 0.9350031852722168, "time": 0.5326462984085083, "memory": 7204, "step": 76900}
{"lr": 5.542428913715618e-06, "data_time": 0.009502291679382324, "grad_norm": 86.04330253601074, "loss": 18.120400047302248, "decode.loss_cls": 0.49433714598417283, "decode.loss_mask": 0.4890868544578552, "decode.loss_dice": 0.6480545073747634, "decode.d0.loss_cls": 1.8769834220409394, "decode.d0.loss_mask": 0.6217036724090577, "decode.d0.loss_dice": 0.8197743952274322, "decode.d1.loss_cls": 0.5220239639282227, "decode.d1.loss_mask": 0.543565085530281, "decode.d1.loss_dice": 0.7481206357479095, "decode.d2.loss_cls": 0.47027483582496643, "decode.d2.loss_mask": 0.49252968430519106, "decode.d2.loss_dice": 0.6712557375431061, "decode.d3.loss_cls": 0.46420316621661184, "decode.d3.loss_mask": 0.5000330686569214, "decode.d3.loss_dice": 0.6693631529808044, "decode.d4.loss_cls": 0.4101029455661774, "decode.d4.loss_mask": 0.5031111299991607, "decode.d4.loss_dice": 0.6714620262384414, "decode.d5.loss_cls": 0.43230971544981, "decode.d5.loss_mask": 0.5072002202272415, "decode.d5.loss_dice": 0.6843565493822098, "decode.d6.loss_cls": 0.4868480756878853, "decode.d6.loss_mask": 0.49447931051254274, "decode.d6.loss_dice": 0.656108957529068, "decode.d7.loss_cls": 0.5329568848013878, "decode.d7.loss_mask": 0.4848912090063095, "decode.d7.loss_dice": 0.6368590280413627, "decode.d8.loss_cls": 0.44762384295463564, "decode.d8.loss_mask": 0.4983859658241272, "decode.d8.loss_dice": 0.6423944592475891, "time": 0.5323353052139282, "memory": 7229, "step": 76950}
{"lr": 5.5394257010656355e-06, "data_time": 0.009516501426696777, "grad_norm": 87.07455253601074, "loss": 30.097178268432618, "decode.loss_cls": 0.6969313055276871, "decode.loss_mask": 0.8019664704799652, "decode.loss_dice": 1.2902626514434814, "decode.d0.loss_cls": 2.1453712940216065, "decode.d0.loss_mask": 0.8324718415737152, "decode.d0.loss_dice": 1.5167360305786133, "decode.d1.loss_cls": 0.9996381103992462, "decode.d1.loss_mask": 0.7834549874067307, "decode.d1.loss_dice": 1.3905725836753846, "decode.d2.loss_cls": 0.7832515552639961, "decode.d2.loss_mask": 0.769095829129219, "decode.d2.loss_dice": 1.3451564311981201, "decode.d3.loss_cls": 0.7511604756116868, "decode.d3.loss_mask": 0.7395045191049576, "decode.d3.loss_dice": 1.2935326933860778, "decode.d4.loss_cls": 0.7497142314910888, "decode.d4.loss_mask": 0.7647415280342102, "decode.d4.loss_dice": 1.3113470911979674, "decode.d5.loss_cls": 0.7822774648666382, "decode.d5.loss_mask": 0.7491920709609985, "decode.d5.loss_dice": 1.2914362490177154, "decode.d6.loss_cls": 0.7452709555625916, "decode.d6.loss_mask": 0.7416770756244659, "decode.d6.loss_dice": 1.2121606826782227, "decode.d7.loss_cls": 0.7423934429883957, "decode.d7.loss_mask": 0.7467948526144028, "decode.d7.loss_dice": 1.2535195291042327, "decode.d8.loss_cls": 0.780336782336235, "decode.d8.loss_mask": 0.7847855597734451, "decode.d8.loss_dice": 1.3024236619472505, "time": 0.5331840753555298, "memory": 7282, "step": 77000}
{"lr": 5.536422307493772e-06, "data_time": 0.009477925300598145, "grad_norm": 87.90976257324219, "loss": 27.707485008239747, "decode.loss_cls": 0.6267985306680203, "decode.loss_mask": 0.7567909687757493, "decode.loss_dice": 1.1236308544874192, "decode.d0.loss_cls": 2.199605703353882, "decode.d0.loss_mask": 0.8418399542570114, "decode.d0.loss_dice": 1.2982791364192963, "decode.d1.loss_cls": 0.7762639489024877, "decode.d1.loss_mask": 0.7937043666839599, "decode.d1.loss_dice": 1.211411437392235, "decode.d2.loss_cls": 0.7132209613919258, "decode.d2.loss_mask": 0.7631453424692154, "decode.d2.loss_dice": 1.1701899826526643, "decode.d3.loss_cls": 0.6523498551920056, "decode.d3.loss_mask": 0.7658014923334122, "decode.d3.loss_dice": 1.1215921103954316, "decode.d4.loss_cls": 0.6679810917004942, "decode.d4.loss_mask": 0.7713195860385895, "decode.d4.loss_dice": 1.1634584993124009, "decode.d5.loss_cls": 0.6419449362903833, "decode.d5.loss_mask": 0.7760638058185577, "decode.d5.loss_dice": 1.1745156168937683, "decode.d6.loss_cls": 0.6867693483829498, "decode.d6.loss_mask": 0.7653413087129592, "decode.d6.loss_dice": 1.125388079881668, "decode.d7.loss_cls": 0.6512607630342245, "decode.d7.loss_mask": 0.7641741305589675, "decode.d7.loss_dice": 1.1588979423046113, "decode.d8.loss_cls": 0.6471683137118817, "decode.d8.loss_mask": 0.7639941155910492, "decode.d8.loss_dice": 1.134582555294037, "time": 0.5348405838012695, "memory": 7235, "step": 77050}
{"lr": 5.5334187328800605e-06, "data_time": 0.009284138679504395, "grad_norm": 79.34965133666992, "loss": 21.725968837738037, "decode.loss_cls": 0.5198219604790211, "decode.loss_mask": 0.508383285999298, "decode.loss_dice": 0.870898362994194, "decode.d0.loss_cls": 2.321987348794937, "decode.d0.loss_mask": 0.610498097538948, "decode.d0.loss_dice": 1.0678804844617844, "decode.d1.loss_cls": 0.6549158893525601, "decode.d1.loss_mask": 0.5985404223203659, "decode.d1.loss_dice": 0.9308401942253113, "decode.d2.loss_cls": 0.6295478589832783, "decode.d2.loss_mask": 0.5440073698759079, "decode.d2.loss_dice": 0.940435716509819, "decode.d3.loss_cls": 0.6091496683657169, "decode.d3.loss_mask": 0.5220259502530098, "decode.d3.loss_dice": 0.8681094944477081, "decode.d4.loss_cls": 0.534335907548666, "decode.d4.loss_mask": 0.5228469759225846, "decode.d4.loss_dice": 0.8859410434961319, "decode.d5.loss_cls": 0.5411383412778378, "decode.d5.loss_mask": 0.5156177386641503, "decode.d5.loss_dice": 0.8442907482385635, "decode.d6.loss_cls": 0.4854890137910843, "decode.d6.loss_mask": 0.5187418967485428, "decode.d6.loss_dice": 0.8793494611978531, "decode.d7.loss_cls": 0.504810007661581, "decode.d7.loss_mask": 0.5064502865076065, "decode.d7.loss_dice": 0.863014867901802, "decode.d8.loss_cls": 0.5458286255598068, "decode.d8.loss_mask": 0.5106544882059098, "decode.d8.loss_dice": 0.8704177886247635, "time": 0.5594124555587768, "memory": 7274, "step": 77100}
{"lr": 5.530414977104385e-06, "data_time": 0.009511899948120118, "grad_norm": 81.9340103149414, "loss": 26.520792961120605, "decode.loss_cls": 0.5890386074781417, "decode.loss_mask": 0.7031893074512482, "decode.loss_dice": 1.1221400111913682, "decode.d0.loss_cls": 1.952448809146881, "decode.d0.loss_mask": 0.7905966699123382, "decode.d0.loss_dice": 1.2766629934310914, "decode.d1.loss_cls": 0.7763519555330276, "decode.d1.loss_mask": 0.7538482993841171, "decode.d1.loss_dice": 1.1638034999370575, "decode.d2.loss_cls": 0.7081131368875504, "decode.d2.loss_mask": 0.7703827828168869, "decode.d2.loss_dice": 1.1709938824176789, "decode.d3.loss_cls": 0.6965710639953613, "decode.d3.loss_mask": 0.7315989315509797, "decode.d3.loss_dice": 1.1318938970565795, "decode.d4.loss_cls": 0.6952497214078903, "decode.d4.loss_mask": 0.7121034473180771, "decode.d4.loss_dice": 1.1101129338145257, "decode.d5.loss_cls": 0.6203965067863464, "decode.d5.loss_mask": 0.7062273234128952, "decode.d5.loss_dice": 1.1271493494510652, "decode.d6.loss_cls": 0.5991625964641571, "decode.d6.loss_mask": 0.708315396308899, "decode.d6.loss_dice": 1.1028388082981109, "decode.d7.loss_cls": 0.620191390812397, "decode.d7.loss_mask": 0.6982485681772232, "decode.d7.loss_dice": 1.1095375657081603, "decode.d8.loss_cls": 0.5789924889802933, "decode.d8.loss_mask": 0.6980071276426315, "decode.d8.loss_dice": 1.0966259479522704, "time": 0.5326822757720947, "memory": 7224, "step": 77150}
{"lr": 5.527411040046478e-06, "data_time": 0.00965259075164795, "grad_norm": 83.2846778869629, "loss": 20.598562908172607, "decode.loss_cls": 0.5169774360954762, "decode.loss_mask": 0.5408495515584946, "decode.loss_dice": 0.749167537689209, "decode.d0.loss_cls": 2.1099414229393005, "decode.d0.loss_mask": 0.6116912364959717, "decode.d0.loss_dice": 0.8951140463352203, "decode.d1.loss_cls": 0.8517922058701515, "decode.d1.loss_mask": 0.5666728854179383, "decode.d1.loss_dice": 0.7832236647605896, "decode.d2.loss_cls": 0.5885724887251854, "decode.d2.loss_mask": 0.5700969725847245, "decode.d2.loss_dice": 0.8071776986122131, "decode.d3.loss_cls": 0.5280571080744266, "decode.d3.loss_mask": 0.5519373074173928, "decode.d3.loss_dice": 0.7530055105686188, "decode.d4.loss_cls": 0.5147000893950462, "decode.d4.loss_mask": 0.55911023914814, "decode.d4.loss_dice": 0.7831496357917785, "decode.d5.loss_cls": 0.5328681595623493, "decode.d5.loss_mask": 0.5492711529135704, "decode.d5.loss_dice": 0.7628181844949722, "decode.d6.loss_cls": 0.5433079347014427, "decode.d6.loss_mask": 0.5424084216356277, "decode.d6.loss_dice": 0.7558762013912201, "decode.d7.loss_cls": 0.494434030354023, "decode.d7.loss_mask": 0.5512884080410003, "decode.d7.loss_dice": 0.7553113639354706, "decode.d8.loss_cls": 0.517077288031578, "decode.d8.loss_mask": 0.5511403053998947, "decode.d8.loss_dice": 0.7615238785743713, "time": 0.5309391021728516, "memory": 7226, "step": 77200}
{"lr": 5.524406921585911e-06, "data_time": 0.009517884254455567, "grad_norm": 86.03054962158203, "loss": 28.873653507232667, "decode.loss_cls": 0.7122662089765072, "decode.loss_mask": 0.7077982291579247, "decode.loss_dice": 1.1415883347392082, "decode.d0.loss_cls": 2.4941943883895874, "decode.d0.loss_mask": 0.7739174127578735, "decode.d0.loss_dice": 1.4393542513251305, "decode.d1.loss_cls": 0.9642859101295471, "decode.d1.loss_mask": 0.7365103006362915, "decode.d1.loss_dice": 1.3022358193993568, "decode.d2.loss_cls": 0.8669155754148961, "decode.d2.loss_mask": 0.7236397638916969, "decode.d2.loss_dice": 1.1863977655768394, "decode.d3.loss_cls": 0.8522675991058349, "decode.d3.loss_mask": 0.7082668960094451, "decode.d3.loss_dice": 1.1479655832052231, "decode.d4.loss_cls": 0.8241827398538589, "decode.d4.loss_mask": 0.6992292612791061, "decode.d4.loss_dice": 1.1474338427186013, "decode.d5.loss_cls": 0.776281489804387, "decode.d5.loss_mask": 0.7061255514621735, "decode.d5.loss_dice": 1.1656471192836761, "decode.d6.loss_cls": 0.7663829091936349, "decode.d6.loss_mask": 0.6960861191153527, "decode.d6.loss_dice": 1.1534610942006112, "decode.d7.loss_cls": 0.7570944972336292, "decode.d7.loss_mask": 0.7156458765268325, "decode.d7.loss_dice": 1.168508991599083, "decode.d8.loss_cls": 0.7093923989683389, "decode.d8.loss_mask": 0.6900446832180023, "decode.d8.loss_dice": 1.1405321776866912, "time": 0.5331436395645142, "memory": 7255, "step": 77250}
{"lr": 5.521402621602123e-06, "data_time": 0.009194087982177735, "grad_norm": 77.43505058288574, "loss": 21.279376792907716, "decode.loss_cls": 0.44226170182228086, "decode.loss_mask": 0.5809318512678147, "decode.loss_dice": 0.8428187102079392, "decode.d0.loss_cls": 2.153105068206787, "decode.d0.loss_mask": 0.6464486598968506, "decode.d0.loss_dice": 0.983226689696312, "decode.d1.loss_cls": 0.6685325995087623, "decode.d1.loss_mask": 0.6125014066696167, "decode.d1.loss_dice": 0.9112287193536759, "decode.d2.loss_cls": 0.5569038093090057, "decode.d2.loss_mask": 0.6021793872117996, "decode.d2.loss_dice": 0.8585661321878433, "decode.d3.loss_cls": 0.5341273799538613, "decode.d3.loss_mask": 0.5948483735322952, "decode.d3.loss_dice": 0.8336113393306732, "decode.d4.loss_cls": 0.4836450144648552, "decode.d4.loss_mask": 0.5974796891212464, "decode.d4.loss_dice": 0.864125981926918, "decode.d5.loss_cls": 0.4510693669319153, "decode.d5.loss_mask": 0.5922725379467011, "decode.d5.loss_dice": 0.8242739021778107, "decode.d6.loss_cls": 0.4646546721458435, "decode.d6.loss_mask": 0.591546693444252, "decode.d6.loss_dice": 0.8513363331556321, "decode.d7.loss_cls": 0.4581382840871811, "decode.d7.loss_mask": 0.5839781790971756, "decode.d7.loss_dice": 0.8358697414398193, "decode.d8.loss_cls": 0.41404078602790834, "decode.d8.loss_mask": 0.5943256437778472, "decode.d8.loss_dice": 0.8513286292552948, "time": 0.5320514917373658, "memory": 7286, "step": 77300}
{"lr": 5.518398139974378e-06, "data_time": 0.009197998046875, "grad_norm": 83.71655158996582, "loss": 24.468513202667236, "decode.loss_cls": 0.7550706267356873, "decode.loss_mask": 0.5423229917883873, "decode.loss_dice": 0.9061518594622612, "decode.d0.loss_cls": 2.281452214717865, "decode.d0.loss_mask": 0.6108027175068855, "decode.d0.loss_dice": 1.1107313513755799, "decode.d1.loss_cls": 0.8080312848091126, "decode.d1.loss_mask": 0.604371440410614, "decode.d1.loss_dice": 1.0393200427293778, "decode.d2.loss_cls": 0.8415031015872956, "decode.d2.loss_mask": 0.5391117066144944, "decode.d2.loss_dice": 0.9766037791967392, "decode.d3.loss_cls": 0.8165679425001144, "decode.d3.loss_mask": 0.5742043137550354, "decode.d3.loss_dice": 0.9608315393328667, "decode.d4.loss_cls": 0.8353883504867554, "decode.d4.loss_mask": 0.5334076583385468, "decode.d4.loss_dice": 0.9232636988162994, "decode.d5.loss_cls": 0.784246563911438, "decode.d5.loss_mask": 0.526166170835495, "decode.d5.loss_dice": 0.9062773510813713, "decode.d6.loss_cls": 0.7988107204437256, "decode.d6.loss_mask": 0.5233941107988358, "decode.d6.loss_dice": 0.8973237812519074, "decode.d7.loss_cls": 0.8025930523872375, "decode.d7.loss_mask": 0.5166893228888512, "decode.d7.loss_dice": 0.8879142552614212, "decode.d8.loss_cls": 0.6830579161643981, "decode.d8.loss_mask": 0.5428609549999237, "decode.d8.loss_dice": 0.9400409951806068, "time": 0.5592597723007202, "memory": 7225, "step": 77350}
{"lr": 5.515393476581797e-06, "data_time": 0.009289288520812988, "grad_norm": 91.2977195739746, "loss": 22.865409469604494, "decode.loss_cls": 0.5399780474603176, "decode.loss_mask": 0.6295522272586822, "decode.loss_dice": 0.8857771724462509, "decode.d0.loss_cls": 2.1883567333221436, "decode.d0.loss_mask": 0.6993460983037949, "decode.d0.loss_dice": 1.0302831470966338, "decode.d1.loss_cls": 0.6219877019524575, "decode.d1.loss_mask": 0.7136797904968262, "decode.d1.loss_dice": 1.0031977623701096, "decode.d2.loss_cls": 0.5566194579005241, "decode.d2.loss_mask": 0.6438838005065918, "decode.d2.loss_dice": 0.9645163774490356, "decode.d3.loss_cls": 0.5417360424995422, "decode.d3.loss_mask": 0.6356360197067261, "decode.d3.loss_dice": 0.9149828940629959, "decode.d4.loss_cls": 0.5070032425224781, "decode.d4.loss_mask": 0.6445413917303086, "decode.d4.loss_dice": 0.9532620877027511, "decode.d5.loss_cls": 0.5012658096849918, "decode.d5.loss_mask": 0.6335950285196305, "decode.d5.loss_dice": 0.9286303132772445, "decode.d6.loss_cls": 0.5030181139707566, "decode.d6.loss_mask": 0.6218875706195831, "decode.d6.loss_dice": 0.905400225520134, "decode.d7.loss_cls": 0.4556247711181641, "decode.d7.loss_mask": 0.6323469132184982, "decode.d7.loss_dice": 0.9165136694908143, "decode.d8.loss_cls": 0.5432829797267914, "decode.d8.loss_mask": 0.634785857796669, "decode.d8.loss_dice": 0.9147192269563675, "time": 0.5300197839736939, "memory": 7234, "step": 77400}
{"lr": 5.5123886313033495e-06, "data_time": 0.009427332878112793, "grad_norm": 100.9810401916504, "loss": 21.768295669555663, "decode.loss_cls": 0.5310746721923352, "decode.loss_mask": 0.5117977023124695, "decode.loss_dice": 0.844717600941658, "decode.d0.loss_cls": 2.054725098609924, "decode.d0.loss_mask": 0.6001763075590134, "decode.d0.loss_dice": 1.0456963926553726, "decode.d1.loss_cls": 0.7265399530529976, "decode.d1.loss_mask": 0.5495654538273811, "decode.d1.loss_dice": 0.981226296722889, "decode.d2.loss_cls": 0.6525862485170364, "decode.d2.loss_mask": 0.5330386504530906, "decode.d2.loss_dice": 0.9126778945326806, "decode.d3.loss_cls": 0.6104062773287297, "decode.d3.loss_mask": 0.5423429861664772, "decode.d3.loss_dice": 0.8547041445970536, "decode.d4.loss_cls": 0.5554419130086898, "decode.d4.loss_mask": 0.5415419176220894, "decode.d4.loss_dice": 0.8624817252159118, "decode.d5.loss_cls": 0.5647656083106994, "decode.d5.loss_mask": 0.5452202931046486, "decode.d5.loss_dice": 0.8844905734062195, "decode.d6.loss_cls": 0.5500736549496651, "decode.d6.loss_mask": 0.535872332751751, "decode.d6.loss_dice": 0.8698892369866371, "decode.d7.loss_cls": 0.5521738432347775, "decode.d7.loss_mask": 0.539843137562275, "decode.d7.loss_dice": 0.8670971035957337, "decode.d8.loss_cls": 0.5408023327589035, "decode.d8.loss_mask": 0.5395208820700645, "decode.d8.loss_dice": 0.8678054839372635, "time": 0.5343710422515869, "memory": 7195, "step": 77450}
{"lr": 5.509383604017846e-06, "data_time": 0.00930640697479248, "grad_norm": 87.33086547851562, "loss": 24.179595851898192, "decode.loss_cls": 0.6085155837237834, "decode.loss_mask": 0.5545043244957923, "decode.loss_dice": 0.9411523610353469, "decode.d0.loss_cls": 2.2819117963314057, "decode.d0.loss_mask": 0.629743555188179, "decode.d0.loss_dice": 1.0775187402963637, "decode.d1.loss_cls": 0.8187975943088531, "decode.d1.loss_mask": 0.6333197548985481, "decode.d1.loss_dice": 0.9862019553780556, "decode.d2.loss_cls": 0.7979594931006432, "decode.d2.loss_mask": 0.5604286417365074, "decode.d2.loss_dice": 0.9358095943927764, "decode.d3.loss_cls": 0.8504236914217472, "decode.d3.loss_mask": 0.5499041169881821, "decode.d3.loss_dice": 0.9231375575065612, "decode.d4.loss_cls": 0.7515348397195339, "decode.d4.loss_mask": 0.5471950143575668, "decode.d4.loss_dice": 0.9137386530637741, "decode.d5.loss_cls": 0.7455286689102649, "decode.d5.loss_mask": 0.5513234034180641, "decode.d5.loss_dice": 0.9408837378025054, "decode.d6.loss_cls": 0.6921807207167149, "decode.d6.loss_mask": 0.5555938899517059, "decode.d6.loss_dice": 0.920303326845169, "decode.d7.loss_cls": 0.6710831984877587, "decode.d7.loss_mask": 0.5578179493546486, "decode.d7.loss_dice": 0.9322766214609146, "decode.d8.loss_cls": 0.7607569038867951, "decode.d8.loss_mask": 0.5567389488220215, "decode.d8.loss_dice": 0.9333117336034775, "time": 0.5593712568283081, "memory": 7227, "step": 77500}
{"lr": 5.506378394603947e-06, "data_time": 0.009221220016479492, "grad_norm": 92.77933387756347, "loss": 17.49250545501709, "decode.loss_cls": 0.2753742501139641, "decode.loss_mask": 0.583445566892624, "decode.loss_dice": 0.6713338792324066, "decode.d0.loss_cls": 1.6712339997291565, "decode.d0.loss_mask": 0.6508251041173935, "decode.d0.loss_dice": 0.7652502030134201, "decode.d1.loss_cls": 0.4190174303948879, "decode.d1.loss_mask": 0.6167068228125572, "decode.d1.loss_dice": 0.7385750830173492, "decode.d2.loss_cls": 0.3138629637658596, "decode.d2.loss_mask": 0.5951691940426826, "decode.d2.loss_dice": 0.7054202169179916, "decode.d3.loss_cls": 0.3521347716450691, "decode.d3.loss_mask": 0.5977763131260871, "decode.d3.loss_dice": 0.6992370545864105, "decode.d4.loss_cls": 0.300287190079689, "decode.d4.loss_mask": 0.5839689508080482, "decode.d4.loss_dice": 0.6912624031305313, "decode.d5.loss_cls": 0.31305011510849, "decode.d5.loss_mask": 0.5873897433280945, "decode.d5.loss_dice": 0.6855153232812882, "decode.d6.loss_cls": 0.3083656162023544, "decode.d6.loss_mask": 0.582550323009491, "decode.d6.loss_dice": 0.6820560157299042, "decode.d7.loss_cls": 0.30126810297369955, "decode.d7.loss_mask": 0.5828643694519997, "decode.d7.loss_dice": 0.6675669997930527, "decode.d8.loss_cls": 0.2702027566730976, "decode.d8.loss_mask": 0.5887547224760056, "decode.d8.loss_dice": 0.6920395761728286, "time": 0.5578658580780029, "memory": 7209, "step": 77550}
{"lr": 5.503373002940152e-06, "data_time": 0.009347081184387207, "grad_norm": 84.17137031555175, "loss": 22.726399517059328, "decode.loss_cls": 0.5029134392738343, "decode.loss_mask": 0.6386638373136521, "decode.loss_dice": 0.8714236259460449, "decode.d0.loss_cls": 1.9572395920753478, "decode.d0.loss_mask": 0.7692177563905715, "decode.d0.loss_dice": 1.0286088168621064, "decode.d1.loss_cls": 0.8278426632285119, "decode.d1.loss_mask": 0.6605070292949676, "decode.d1.loss_dice": 0.9483439087867737, "decode.d2.loss_cls": 0.6607760682702064, "decode.d2.loss_mask": 0.6558850884437561, "decode.d2.loss_dice": 0.9021074652671814, "decode.d3.loss_cls": 0.5817618101835251, "decode.d3.loss_mask": 0.646208643913269, "decode.d3.loss_dice": 0.9031364858150482, "decode.d4.loss_cls": 0.5341071635484695, "decode.d4.loss_mask": 0.6474831342697144, "decode.d4.loss_dice": 0.8894519656896591, "decode.d5.loss_cls": 0.5344461396336555, "decode.d5.loss_mask": 0.6467283546924592, "decode.d5.loss_dice": 0.8880195647478104, "decode.d6.loss_cls": 0.4758574962615967, "decode.d6.loss_mask": 0.6384608328342438, "decode.d6.loss_dice": 0.8932596117258071, "decode.d7.loss_cls": 0.4918380483984947, "decode.d7.loss_mask": 0.6376935720443726, "decode.d7.loss_dice": 0.8891349852085113, "decode.d8.loss_cls": 0.4966431871056557, "decode.d8.loss_mask": 0.6375476807355881, "decode.d8.loss_dice": 0.8710926413536072, "time": 0.5298056840896607, "memory": 7241, "step": 77600}
{"lr": 5.500367428904815e-06, "data_time": 0.009567189216613769, "grad_norm": 97.89607315063476, "loss": 23.177599716186524, "decode.loss_cls": 0.45806443095207217, "decode.loss_mask": 0.6163869053125381, "decode.loss_dice": 0.9688491940498352, "decode.d0.loss_cls": 2.197650504112244, "decode.d0.loss_mask": 0.6678424835205078, "decode.d0.loss_dice": 1.1992493629455567, "decode.d1.loss_cls": 0.6183574616909027, "decode.d1.loss_mask": 0.6771472215652465, "decode.d1.loss_dice": 1.0508025884628296, "decode.d2.loss_cls": 0.5585842549800872, "decode.d2.loss_mask": 0.6416042298078537, "decode.d2.loss_dice": 1.0240032911300658, "decode.d3.loss_cls": 0.5799121871590615, "decode.d3.loss_mask": 0.5907845228910447, "decode.d3.loss_dice": 0.9621165275573731, "decode.d4.loss_cls": 0.5381332576274872, "decode.d4.loss_mask": 0.610080148279667, "decode.d4.loss_dice": 0.9858242392539978, "decode.d5.loss_cls": 0.490790331363678, "decode.d5.loss_mask": 0.6059122681617737, "decode.d5.loss_dice": 0.9855332255363465, "decode.d6.loss_cls": 0.5267091289162635, "decode.d6.loss_mask": 0.6038599729537963, "decode.d6.loss_dice": 0.9668318152427673, "decode.d7.loss_cls": 0.44689616858959197, "decode.d7.loss_mask": 0.6156022056937218, "decode.d7.loss_dice": 0.9590660452842712, "decode.d8.loss_cls": 0.4480413183569908, "decode.d8.loss_mask": 0.6146488726139069, "decode.d8.loss_dice": 0.9683166861534118, "time": 0.583862566947937, "memory": 7231, "step": 77650}
{"lr": 5.49736167237613e-06, "data_time": 0.00931699275970459, "grad_norm": 85.99999389648437, "loss": 24.619589138031007, "decode.loss_cls": 0.5338391557335853, "decode.loss_mask": 0.6862435579299927, "decode.loss_dice": 1.0483148887753486, "decode.d0.loss_cls": 1.7895595729351044, "decode.d0.loss_mask": 0.7519219487905502, "decode.d0.loss_dice": 1.2050134852528571, "decode.d1.loss_cls": 0.569864796102047, "decode.d1.loss_mask": 0.7155292332172394, "decode.d1.loss_dice": 1.1720360040664672, "decode.d2.loss_cls": 0.5959184676408767, "decode.d2.loss_mask": 0.6962184131145477, "decode.d2.loss_dice": 1.1019324332475662, "decode.d3.loss_cls": 0.5640081696212291, "decode.d3.loss_mask": 0.6950378835201263, "decode.d3.loss_dice": 1.0693910017609596, "decode.d4.loss_cls": 0.55904980301857, "decode.d4.loss_mask": 0.7042536854743957, "decode.d4.loss_dice": 1.0782810673117638, "decode.d5.loss_cls": 0.5942216455936432, "decode.d5.loss_mask": 0.6900588482618332, "decode.d5.loss_dice": 1.0600488215684891, "decode.d6.loss_cls": 0.4809437744319439, "decode.d6.loss_mask": 0.696929144859314, "decode.d6.loss_dice": 1.0501194909214973, "decode.d7.loss_cls": 0.4835701256990433, "decode.d7.loss_mask": 0.6940190643072128, "decode.d7.loss_dice": 1.0587932884693145, "decode.d8.loss_cls": 0.5231240503489971, "decode.d8.loss_mask": 0.6900311648845673, "decode.d8.loss_dice": 1.0613168090581895, "time": 0.5311511993408203, "memory": 7254, "step": 77700}
{"lr": 5.494355733232133e-06, "data_time": 0.009374642372131347, "grad_norm": 80.62150802612305, "loss": 27.256810855865478, "decode.loss_cls": 0.6200834095478058, "decode.loss_mask": 0.5799982041120529, "decode.loss_dice": 1.288463404774666, "decode.d0.loss_cls": 2.2198900103569033, "decode.d0.loss_mask": 0.6313741415739059, "decode.d0.loss_dice": 1.5042067855596541, "decode.d1.loss_cls": 0.7706788912415504, "decode.d1.loss_mask": 0.6355325430631638, "decode.d1.loss_dice": 1.3930200815200806, "decode.d2.loss_cls": 0.7220022201538085, "decode.d2.loss_mask": 0.6013957142829895, "decode.d2.loss_dice": 1.3380649983882904, "decode.d3.loss_cls": 0.6368428364396095, "decode.d3.loss_mask": 0.5927189350128174, "decode.d3.loss_dice": 1.29006769657135, "decode.d4.loss_cls": 0.6593297883868218, "decode.d4.loss_mask": 0.5993633210659027, "decode.d4.loss_dice": 1.3018992602825166, "decode.d5.loss_cls": 0.6398896023631095, "decode.d5.loss_mask": 0.5921118319034576, "decode.d5.loss_dice": 1.2680646300315856, "decode.d6.loss_cls": 0.6209378078579902, "decode.d6.loss_mask": 0.5815412253141403, "decode.d6.loss_dice": 1.273914670944214, "decode.d7.loss_cls": 0.6018843546509742, "decode.d7.loss_mask": 0.5823189288377761, "decode.d7.loss_dice": 1.2518981456756593, "decode.d8.loss_cls": 0.5568660974502564, "decode.d8.loss_mask": 0.5981726467609405, "decode.d8.loss_dice": 1.3042791575193404, "time": 0.5328170776367187, "memory": 7242, "step": 77750}
{"lr": 5.4913496113507105e-06, "data_time": 0.00939481258392334, "grad_norm": 106.84412002563477, "loss": 27.30231304168701, "decode.loss_cls": 0.646363691240549, "decode.loss_mask": 0.7466658324003219, "decode.loss_dice": 1.1254517525434493, "decode.d0.loss_cls": 2.0574976086616514, "decode.d0.loss_mask": 0.756313481926918, "decode.d0.loss_dice": 1.3745123028755188, "decode.d1.loss_cls": 0.7025315120816231, "decode.d1.loss_mask": 0.7263800621032714, "decode.d1.loss_dice": 1.2710433155298233, "decode.d2.loss_cls": 0.6915000475943088, "decode.d2.loss_mask": 0.7520225703716278, "decode.d2.loss_dice": 1.2070423424243928, "decode.d3.loss_cls": 0.7126321665942669, "decode.d3.loss_mask": 0.7025167495012283, "decode.d3.loss_dice": 1.1805866807699203, "decode.d4.loss_cls": 0.7149081461131572, "decode.d4.loss_mask": 0.7336824506521225, "decode.d4.loss_dice": 1.155999419093132, "decode.d5.loss_cls": 0.6373447708785533, "decode.d5.loss_mask": 0.737106329202652, "decode.d5.loss_dice": 1.1547912120819093, "decode.d6.loss_cls": 0.6604989685118199, "decode.d6.loss_mask": 0.7380034476518631, "decode.d6.loss_dice": 1.1206360429525375, "decode.d7.loss_cls": 0.6466576412320137, "decode.d7.loss_mask": 0.7506892114877701, "decode.d7.loss_dice": 1.13043752014637, "decode.d8.loss_cls": 0.5989599160850048, "decode.d8.loss_mask": 0.7467682152986527, "decode.d8.loss_dice": 1.122769519686699, "time": 0.5319192409515381, "memory": 7248, "step": 77800}
{"lr": 5.488343306609584e-06, "data_time": 0.009359931945800782, "grad_norm": 83.11118927001954, "loss": 19.184526252746583, "decode.loss_cls": 0.4294437989592552, "decode.loss_mask": 0.5776565283536911, "decode.loss_dice": 0.7338118731975556, "decode.d0.loss_cls": 1.6736623048782349, "decode.d0.loss_mask": 0.6279903128743172, "decode.d0.loss_dice": 0.8311615020036698, "decode.d1.loss_cls": 0.5532487690448761, "decode.d1.loss_mask": 0.5893315315246582, "decode.d1.loss_dice": 0.7759557217359543, "decode.d2.loss_cls": 0.4542210459709167, "decode.d2.loss_mask": 0.584613037109375, "decode.d2.loss_dice": 0.7588034689426422, "decode.d3.loss_cls": 0.4534281179308891, "decode.d3.loss_mask": 0.5924749419093132, "decode.d3.loss_dice": 0.7518051907420158, "decode.d4.loss_cls": 0.42649580389261244, "decode.d4.loss_mask": 0.6094093024730682, "decode.d4.loss_dice": 0.7425154015421868, "decode.d5.loss_cls": 0.36838335990905763, "decode.d5.loss_mask": 0.6240669831633567, "decode.d5.loss_dice": 0.7716553181409835, "decode.d6.loss_cls": 0.4438906446099281, "decode.d6.loss_mask": 0.5869674354791641, "decode.d6.loss_dice": 0.7451088547706604, "decode.d7.loss_cls": 0.42724273502826693, "decode.d7.loss_mask": 0.5887322425842285, "decode.d7.loss_dice": 0.7346184447407722, "decode.d8.loss_cls": 0.42126194983720777, "decode.d8.loss_mask": 0.5683235585689544, "decode.d8.loss_dice": 0.7382462203502655, "time": 0.5330300092697143, "memory": 7296, "step": 77850}
{"lr": 5.485336818886327e-06, "data_time": 0.00935823917388916, "grad_norm": 97.04816818237305, "loss": 27.157614517211915, "decode.loss_cls": 0.6372641786932945, "decode.loss_mask": 0.6208259761333466, "decode.loss_dice": 1.1330791115760803, "decode.d0.loss_cls": 2.5899530410766602, "decode.d0.loss_mask": 0.689903125166893, "decode.d0.loss_dice": 1.3083451688289642, "decode.d1.loss_cls": 0.9200368136167526, "decode.d1.loss_mask": 0.7289189726114274, "decode.d1.loss_dice": 1.2404081225395203, "decode.d2.loss_cls": 0.8524538546800613, "decode.d2.loss_mask": 0.6617886751890183, "decode.d2.loss_dice": 1.1552994966506958, "decode.d3.loss_cls": 0.8317123264074325, "decode.d3.loss_mask": 0.6322206050157547, "decode.d3.loss_dice": 1.0998157799243926, "decode.d4.loss_cls": 0.6950532346963882, "decode.d4.loss_mask": 0.6421521037817002, "decode.d4.loss_dice": 1.1332314431667327, "decode.d5.loss_cls": 0.7061061680316925, "decode.d5.loss_mask": 0.624524399638176, "decode.d5.loss_dice": 1.1260400533676147, "decode.d6.loss_cls": 0.6589086413383484, "decode.d6.loss_mask": 0.6183746963739395, "decode.d6.loss_dice": 1.1021398931741715, "decode.d7.loss_cls": 0.6105608060956002, "decode.d7.loss_mask": 0.637308070063591, "decode.d7.loss_dice": 1.1250885874032974, "decode.d8.loss_cls": 0.6366358041763306, "decode.d8.loss_mask": 0.6210900098085403, "decode.d8.loss_dice": 1.1183753907680511, "time": 0.559940767288208, "memory": 7249, "step": 77900}
{"lr": 5.482330148058351e-06, "data_time": 0.009166646003723144, "grad_norm": 84.95247650146484, "loss": 25.36206188201904, "decode.loss_cls": 0.6671958282589913, "decode.loss_mask": 0.6052730411291123, "decode.loss_dice": 0.9913983553647995, "decode.d0.loss_cls": 2.3561187863349913, "decode.d0.loss_mask": 0.6642561435699463, "decode.d0.loss_dice": 1.247855219244957, "decode.d1.loss_cls": 0.830240073800087, "decode.d1.loss_mask": 0.6486365407705307, "decode.d1.loss_dice": 1.124882808327675, "decode.d2.loss_cls": 0.7309678494930267, "decode.d2.loss_mask": 0.6421397209167481, "decode.d2.loss_dice": 1.0534493982791902, "decode.d3.loss_cls": 0.6773597836494446, "decode.d3.loss_mask": 0.6138963997364044, "decode.d3.loss_dice": 1.0136755228042602, "decode.d4.loss_cls": 0.720542861521244, "decode.d4.loss_mask": 0.615901717543602, "decode.d4.loss_dice": 1.013925901055336, "decode.d5.loss_cls": 0.6760195851325989, "decode.d5.loss_mask": 0.618252295255661, "decode.d5.loss_dice": 1.002507734298706, "decode.d6.loss_cls": 0.6772740244865417, "decode.d6.loss_mask": 0.6066754430532455, "decode.d6.loss_dice": 1.0124804437160493, "decode.d7.loss_cls": 0.6964912176132202, "decode.d7.loss_mask": 0.6052879869937897, "decode.d7.loss_dice": 1.0133074700832367, "decode.d8.loss_cls": 0.6266764864325524, "decode.d8.loss_mask": 0.606982871890068, "decode.d8.loss_dice": 1.0023910015821458, "time": 0.5297499656677246, "memory": 7318, "step": 77950}
{"lr": 5.479323294002909e-06, "data_time": 0.00936124324798584, "grad_norm": 88.05472564697266, "loss": 24.683261489868165, "decode.loss_cls": 0.5350057400763035, "decode.loss_mask": 0.615386763215065, "decode.loss_dice": 0.9976136922836304, "decode.d0.loss_cls": 2.347441589832306, "decode.d0.loss_mask": 0.6640800550580025, "decode.d0.loss_dice": 1.2373974025249481, "decode.d1.loss_cls": 0.7815333686769008, "decode.d1.loss_mask": 0.6644555062055588, "decode.d1.loss_dice": 1.087552672624588, "decode.d2.loss_cls": 0.6746972069144249, "decode.d2.loss_mask": 0.683545583486557, "decode.d2.loss_dice": 1.071493610739708, "decode.d3.loss_cls": 0.6011880323290825, "decode.d3.loss_mask": 0.6482143074274063, "decode.d3.loss_dice": 1.0421843707561493, "decode.d4.loss_cls": 0.595952769368887, "decode.d4.loss_mask": 0.6261293947696686, "decode.d4.loss_dice": 1.0226082354784012, "decode.d5.loss_cls": 0.535844948887825, "decode.d5.loss_mask": 0.6639471709728241, "decode.d5.loss_dice": 1.043546599149704, "decode.d6.loss_cls": 0.6010554675012827, "decode.d6.loss_mask": 0.6193695425987243, "decode.d6.loss_dice": 1.0093292415142059, "decode.d7.loss_cls": 0.5469172358512878, "decode.d7.loss_mask": 0.617379343509674, "decode.d7.loss_dice": 0.992605610191822, "decode.d8.loss_cls": 0.5287143517285585, "decode.d8.loss_mask": 0.6120950862765312, "decode.d8.loss_dice": 1.0159758776426315, "time": 0.5322706222534179, "memory": 7227, "step": 78000}
{"lr": 5.476316256597108e-06, "data_time": 0.0093827486038208, "grad_norm": 85.17030868530273, "loss": 26.815631008148195, "decode.loss_cls": 0.6090166471898556, "decode.loss_mask": 0.7157544225454331, "decode.loss_dice": 1.0936807215213775, "decode.d0.loss_cls": 2.31738418340683, "decode.d0.loss_mask": 0.7886412799358368, "decode.d0.loss_dice": 1.2505149573087693, "decode.d1.loss_cls": 0.7621085673570633, "decode.d1.loss_mask": 0.7553495705127716, "decode.d1.loss_dice": 1.1563608735799789, "decode.d2.loss_cls": 0.6908383756875992, "decode.d2.loss_mask": 0.7324661374092102, "decode.d2.loss_dice": 1.1451999247074127, "decode.d3.loss_cls": 0.7187923640012741, "decode.d3.loss_mask": 0.7291546076536178, "decode.d3.loss_dice": 1.1022612482309342, "decode.d4.loss_cls": 0.6529066801071167, "decode.d4.loss_mask": 0.7158201426267624, "decode.d4.loss_dice": 1.0882855147123336, "decode.d5.loss_cls": 0.6344469204545021, "decode.d5.loss_mask": 0.7123226821422577, "decode.d5.loss_dice": 1.1040817975997925, "decode.d6.loss_cls": 0.6621939107775688, "decode.d6.loss_mask": 0.7112578451633453, "decode.d6.loss_dice": 1.07766914665699, "decode.d7.loss_cls": 0.6150926321744918, "decode.d7.loss_mask": 0.7140900522470475, "decode.d7.loss_dice": 1.0982613623142243, "decode.d8.loss_cls": 0.6442847058176995, "decode.d8.loss_mask": 0.7168915927410126, "decode.d8.loss_dice": 1.100502046942711, "time": 0.5563603401184082, "memory": 7213, "step": 78050}
{"lr": 5.473309035717888e-06, "data_time": 0.009302973747253418, "grad_norm": 78.95178718566895, "loss": 20.823194551467896, "decode.loss_cls": 0.5243750892579555, "decode.loss_mask": 0.6508578032255172, "decode.loss_dice": 0.7885319024324418, "decode.d0.loss_cls": 1.68710498213768, "decode.d0.loss_mask": 0.7262541979551316, "decode.d0.loss_dice": 0.8709090292453766, "decode.d1.loss_cls": 0.5041985683143139, "decode.d1.loss_mask": 0.6808862119913102, "decode.d1.loss_dice": 0.8317888647317886, "decode.d2.loss_cls": 0.5085570894181728, "decode.d2.loss_mask": 0.6640820592641831, "decode.d2.loss_dice": 0.8149594813585281, "decode.d3.loss_cls": 0.47880289107561114, "decode.d3.loss_mask": 0.6542825937271118, "decode.d3.loss_dice": 0.7909909546375274, "decode.d4.loss_cls": 0.44937642887234686, "decode.d4.loss_mask": 0.6565059542655944, "decode.d4.loss_dice": 0.7817019209265709, "decode.d5.loss_cls": 0.46821075975894927, "decode.d5.loss_mask": 0.6520901992917061, "decode.d5.loss_dice": 0.788088858127594, "decode.d6.loss_cls": 0.4716646894812584, "decode.d6.loss_mask": 0.6606176048517227, "decode.d6.loss_dice": 0.8105396181344986, "decode.d7.loss_cls": 0.520399908721447, "decode.d7.loss_mask": 0.6539511576294899, "decode.d7.loss_dice": 0.7876706033945083, "decode.d8.loss_cls": 0.4899274900555611, "decode.d8.loss_mask": 0.6545984119176864, "decode.d8.loss_dice": 0.8012686759233475, "time": 0.5546030759811401, "memory": 7234, "step": 78100}
{"lr": 5.470301631242034e-06, "data_time": 0.009325957298278809, "grad_norm": 93.7189785003662, "loss": 25.12927141189575, "decode.loss_cls": 0.5943399839103222, "decode.loss_mask": 0.5404394656419754, "decode.loss_dice": 1.117359721660614, "decode.d0.loss_cls": 2.3625871539115906, "decode.d0.loss_mask": 0.5894912391901016, "decode.d0.loss_dice": 1.281593918800354, "decode.d1.loss_cls": 0.7216789737343788, "decode.d1.loss_mask": 0.6053475648164749, "decode.d1.loss_dice": 1.1873153924942017, "decode.d2.loss_cls": 0.6893118426203728, "decode.d2.loss_mask": 0.5464449107646943, "decode.d2.loss_dice": 1.1286097049713135, "decode.d3.loss_cls": 0.6801464550197125, "decode.d3.loss_mask": 0.5228360712528228, "decode.d3.loss_dice": 1.1333167374134063, "decode.d4.loss_cls": 0.6834558643400669, "decode.d4.loss_mask": 0.5150173991918564, "decode.d4.loss_dice": 1.093378233909607, "decode.d5.loss_cls": 0.5979066677391529, "decode.d5.loss_mask": 0.535685732960701, "decode.d5.loss_dice": 1.1495745599269866, "decode.d6.loss_cls": 0.631917192786932, "decode.d6.loss_mask": 0.5330562919378281, "decode.d6.loss_dice": 1.1146190524101258, "decode.d7.loss_cls": 0.6054534494876862, "decode.d7.loss_mask": 0.5323097050189972, "decode.d7.loss_dice": 1.1298400163650513, "decode.d8.loss_cls": 0.6428199067711831, "decode.d8.loss_mask": 0.540478739142418, "decode.d8.loss_dice": 1.1229398667812347, "time": 0.5325186967849731, "memory": 7275, "step": 78150}
{"lr": 5.467294043046173e-06, "data_time": 0.009290385246276855, "grad_norm": 114.25440216064453, "loss": 28.73765115737915, "decode.loss_cls": 0.49954136162996293, "decode.loss_mask": 0.8603597313165665, "decode.loss_dice": 1.1973895967006682, "decode.d0.loss_cls": 2.3547684788703918, "decode.d0.loss_mask": 0.937350508570671, "decode.d0.loss_dice": 1.3962793886661529, "decode.d1.loss_cls": 0.7748763427138329, "decode.d1.loss_mask": 0.9286350756883621, "decode.d1.loss_dice": 1.2940682530403138, "decode.d2.loss_cls": 0.660696730017662, "decode.d2.loss_mask": 0.8924857676029205, "decode.d2.loss_dice": 1.2278600543737412, "decode.d3.loss_cls": 0.6060005903244019, "decode.d3.loss_mask": 0.8683967590332031, "decode.d3.loss_dice": 1.216291218996048, "decode.d4.loss_cls": 0.5333878055214882, "decode.d4.loss_mask": 0.8815945893526077, "decode.d4.loss_dice": 1.2202522516250611, "decode.d5.loss_cls": 0.5344249323010445, "decode.d5.loss_mask": 0.8767558038234711, "decode.d5.loss_dice": 1.2098010629415512, "decode.d6.loss_cls": 0.5079199999570847, "decode.d6.loss_mask": 0.8791730642318726, "decode.d6.loss_dice": 1.201997196674347, "decode.d7.loss_cls": 0.5187360309064388, "decode.d7.loss_mask": 0.8711315810680389, "decode.d7.loss_dice": 1.1971433937549592, "decode.d8.loss_cls": 0.5414079338312149, "decode.d8.loss_mask": 0.8606777936220169, "decode.d8.loss_dice": 1.1882469594478606, "time": 0.531172513961792, "memory": 7233, "step": 78200}
{"lr": 5.464286271006769e-06, "data_time": 0.00947110652923584, "grad_norm": 92.99896850585938, "loss": 31.40975217819214, "decode.loss_cls": 0.649632104486227, "decode.loss_mask": 0.8213015258312225, "decode.loss_dice": 1.4506017088890075, "decode.d0.loss_cls": 2.0599836468696595, "decode.d0.loss_mask": 0.8499125421047211, "decode.d0.loss_dice": 1.6013851404190063, "decode.d1.loss_cls": 0.7984157890081406, "decode.d1.loss_mask": 0.8368867784738541, "decode.d1.loss_dice": 1.5104933321475982, "decode.d2.loss_cls": 0.7077134840190411, "decode.d2.loss_mask": 0.8473750352859497, "decode.d2.loss_dice": 1.447066354751587, "decode.d3.loss_cls": 0.7064513690769673, "decode.d3.loss_mask": 0.8272373825311661, "decode.d3.loss_dice": 1.4862828135490418, "decode.d4.loss_cls": 0.7488680072128773, "decode.d4.loss_mask": 0.8323336124420166, "decode.d4.loss_dice": 1.472305017709732, "decode.d5.loss_cls": 0.6757060863077641, "decode.d5.loss_mask": 0.8511172115802765, "decode.d5.loss_dice": 1.4570862710475923, "decode.d6.loss_cls": 0.6935301572084427, "decode.d6.loss_mask": 0.8178013622760772, "decode.d6.loss_dice": 1.4282369911670685, "decode.d7.loss_cls": 0.6206852130591869, "decode.d7.loss_mask": 0.8235724091529846, "decode.d7.loss_dice": 1.4702132761478424, "decode.d8.loss_cls": 0.6562566362321377, "decode.d8.loss_mask": 0.8171560168266296, "decode.d8.loss_dice": 1.4441454470157624, "time": 0.53115873336792, "memory": 7237, "step": 78250}
{"lr": 5.461278315000136e-06, "data_time": 0.009295177459716798, "grad_norm": 75.60272827148438, "loss": 28.52253665924072, "decode.loss_cls": 0.7274504497647285, "decode.loss_mask": 0.6742171436548233, "decode.loss_dice": 1.16369871199131, "decode.d0.loss_cls": 2.4239630341529845, "decode.d0.loss_mask": 0.7619028508663177, "decode.d0.loss_dice": 1.3112510859966278, "decode.d1.loss_cls": 0.862746661901474, "decode.d1.loss_mask": 0.7411532416939736, "decode.d1.loss_dice": 1.2799332767724991, "decode.d2.loss_cls": 0.8359642863273621, "decode.d2.loss_mask": 0.700164383649826, "decode.d2.loss_dice": 1.2336971461772919, "decode.d3.loss_cls": 0.8451997101306915, "decode.d3.loss_mask": 0.6763354957103729, "decode.d3.loss_dice": 1.1787737131118774, "decode.d4.loss_cls": 0.8515051379799843, "decode.d4.loss_mask": 0.6653903812170029, "decode.d4.loss_dice": 1.1834567874670028, "decode.d5.loss_cls": 0.8245858609676361, "decode.d5.loss_mask": 0.6658639699220658, "decode.d5.loss_dice": 1.1653047293424605, "decode.d6.loss_cls": 0.7609953299164772, "decode.d6.loss_mask": 0.6570609763264657, "decode.d6.loss_dice": 1.1644426137208939, "decode.d7.loss_cls": 0.7404616639018059, "decode.d7.loss_mask": 0.6555125549435615, "decode.d7.loss_dice": 1.1673420041799545, "decode.d8.loss_cls": 0.7384275063872338, "decode.d8.loss_mask": 0.6801996678113937, "decode.d8.loss_dice": 1.185537201166153, "time": 0.5350789308547974, "memory": 7219, "step": 78300}
{"lr": 5.458270174902426e-06, "data_time": 0.009179067611694337, "grad_norm": 79.90294151306152, "loss": 27.242934036254884, "decode.loss_cls": 0.7358772695064545, "decode.loss_mask": 0.660916343331337, "decode.loss_dice": 1.0835649520158768, "decode.d0.loss_cls": 2.311159038543701, "decode.d0.loss_mask": 0.7902116656303406, "decode.d0.loss_dice": 1.267380714416504, "decode.d1.loss_cls": 0.8479558736085892, "decode.d1.loss_mask": 0.7549554169178009, "decode.d1.loss_dice": 1.166065502166748, "decode.d2.loss_cls": 0.8149483814835549, "decode.d2.loss_mask": 0.6806203722953796, "decode.d2.loss_dice": 1.1320678472518921, "decode.d3.loss_cls": 0.8573389172554016, "decode.d3.loss_mask": 0.6761931240558624, "decode.d3.loss_dice": 1.1020791560411454, "decode.d4.loss_cls": 0.717538383603096, "decode.d4.loss_mask": 0.6820442289113998, "decode.d4.loss_dice": 1.1089257270097732, "decode.d5.loss_cls": 0.6808263525366783, "decode.d5.loss_mask": 0.6825124204158783, "decode.d5.loss_dice": 1.1036071598529815, "decode.d6.loss_cls": 0.6923434063792229, "decode.d6.loss_mask": 0.6786914259195328, "decode.d6.loss_dice": 1.113709855079651, "decode.d7.loss_cls": 0.7076100185513496, "decode.d7.loss_mask": 0.6727306634187699, "decode.d7.loss_dice": 1.064274975657463, "decode.d8.loss_cls": 0.697348739206791, "decode.d8.loss_mask": 0.6646914124488831, "decode.d8.loss_dice": 1.0947451710700988, "time": 0.5293532133102417, "memory": 7224, "step": 78350}
{"lr": 5.455261850589622e-06, "data_time": 0.00945110321044922, "grad_norm": 85.28872756958008, "loss": 24.34825258255005, "decode.loss_cls": 0.5531037077307701, "decode.loss_mask": 0.754705262184143, "decode.loss_dice": 0.914720693230629, "decode.d0.loss_cls": 2.1079683661460877, "decode.d0.loss_mask": 0.7845641106367112, "decode.d0.loss_dice": 1.02493976354599, "decode.d1.loss_cls": 0.639270681142807, "decode.d1.loss_mask": 0.7945831537246704, "decode.d1.loss_dice": 0.9718603909015655, "decode.d2.loss_cls": 0.6139910742640495, "decode.d2.loss_mask": 0.7448141217231751, "decode.d2.loss_dice": 0.9056043505668641, "decode.d3.loss_cls": 0.6065702557563781, "decode.d3.loss_mask": 0.7789782226085663, "decode.d3.loss_dice": 0.9396442890167236, "decode.d4.loss_cls": 0.5597511485219002, "decode.d4.loss_mask": 0.7773787587881088, "decode.d4.loss_dice": 0.9354258239269256, "decode.d5.loss_cls": 0.5663304299116134, "decode.d5.loss_mask": 0.7689086467027664, "decode.d5.loss_dice": 0.9365735709667206, "decode.d6.loss_cls": 0.5513540476560592, "decode.d6.loss_mask": 0.7573412477970123, "decode.d6.loss_dice": 0.9271999567747116, "decode.d7.loss_cls": 0.5590705007314682, "decode.d7.loss_mask": 0.7454552978277207, "decode.d7.loss_dice": 0.905502849817276, "decode.d8.loss_cls": 0.5499975085258484, "decode.d8.loss_mask": 0.756046324968338, "decode.d8.loss_dice": 0.916597205400467, "time": 0.533553147315979, "memory": 7220, "step": 78400}
{"lr": 5.4522533419375625e-06, "data_time": 0.009436750411987304, "grad_norm": 103.25203323364258, "loss": 34.54632387161255, "decode.loss_cls": 0.6881789594888688, "decode.loss_mask": 0.9790887266397477, "decode.loss_dice": 1.4969079971313477, "decode.d0.loss_cls": 2.2846048951148985, "decode.d0.loss_mask": 1.0439226090908051, "decode.d0.loss_dice": 1.77717724442482, "decode.d1.loss_cls": 1.037393820285797, "decode.d1.loss_mask": 1.0542091369628905, "decode.d1.loss_dice": 1.6523953914642333, "decode.d2.loss_cls": 0.7880200520157814, "decode.d2.loss_mask": 1.022833102941513, "decode.d2.loss_dice": 1.5853718310594558, "decode.d3.loss_cls": 0.7671393156051636, "decode.d3.loss_mask": 0.9832439005374909, "decode.d3.loss_dice": 1.5237304329872132, "decode.d4.loss_cls": 0.7224247485399247, "decode.d4.loss_mask": 0.9812882274389267, "decode.d4.loss_dice": 1.5361316531896592, "decode.d5.loss_cls": 0.6759771078824997, "decode.d5.loss_mask": 0.9631895303726197, "decode.d5.loss_dice": 1.5268096625804901, "decode.d6.loss_cls": 0.686641064286232, "decode.d6.loss_mask": 0.9483903706073761, "decode.d6.loss_dice": 1.5002481937408447, "decode.d7.loss_cls": 0.6435459747910499, "decode.d7.loss_mask": 0.9679269611835479, "decode.d7.loss_dice": 1.5244416356086732, "decode.d8.loss_cls": 0.6551336511969567, "decode.d8.loss_mask": 0.9992592811584473, "decode.d8.loss_dice": 1.5306976556777954, "time": 0.5596060037612915, "memory": 7230, "step": 78450}
{"lr": 5.449244648821921e-06, "data_time": 0.00923769474029541, "grad_norm": 94.77244567871094, "loss": 23.880695152282716, "decode.loss_cls": 0.596283596754074, "decode.loss_mask": 0.5518535941839218, "decode.loss_dice": 0.942512571811676, "decode.d0.loss_cls": 2.1323206782341004, "decode.d0.loss_mask": 0.6736579954624176, "decode.d0.loss_dice": 1.1325635671615601, "decode.d1.loss_cls": 0.7978391736745835, "decode.d1.loss_mask": 0.6584069192409515, "decode.d1.loss_dice": 1.048970675468445, "decode.d2.loss_cls": 0.7432166010141372, "decode.d2.loss_mask": 0.6312637180089951, "decode.d2.loss_dice": 1.009661453962326, "decode.d3.loss_cls": 0.6781512320041656, "decode.d3.loss_mask": 0.587111410498619, "decode.d3.loss_dice": 0.9845292866230011, "decode.d4.loss_cls": 0.6409792825579643, "decode.d4.loss_mask": 0.5890251100063324, "decode.d4.loss_dice": 0.9642524808645249, "decode.d5.loss_cls": 0.6386661812663078, "decode.d5.loss_mask": 0.5705579191446304, "decode.d5.loss_dice": 0.951642382144928, "decode.d6.loss_cls": 0.6214615412056446, "decode.d6.loss_mask": 0.5674343973398208, "decode.d6.loss_dice": 0.956005796790123, "decode.d7.loss_cls": 0.6010666720569133, "decode.d7.loss_mask": 0.5657805442810059, "decode.d7.loss_dice": 0.9548774868249893, "decode.d8.loss_cls": 0.592402632534504, "decode.d8.loss_mask": 0.5419715851545334, "decode.d8.loss_dice": 0.9562281548976899, "time": 0.5292421817779541, "memory": 7231, "step": 78500}
{"lr": 5.4462357711182025e-06, "data_time": 0.009174799919128418, "grad_norm": 77.62132415771484, "loss": 23.187374210357667, "decode.loss_cls": 0.5713518969714642, "decode.loss_mask": 0.6788201481103897, "decode.loss_dice": 0.836996391415596, "decode.d0.loss_cls": 1.888577389717102, "decode.d0.loss_mask": 0.7191411793231964, "decode.d0.loss_dice": 1.01425541639328, "decode.d1.loss_cls": 0.7667362362146377, "decode.d1.loss_mask": 0.7045512527227402, "decode.d1.loss_dice": 0.9688787817955017, "decode.d2.loss_cls": 0.6465062201023102, "decode.d2.loss_mask": 0.7154347762465477, "decode.d2.loss_dice": 0.8869120210409165, "decode.d3.loss_cls": 0.5959565728902817, "decode.d3.loss_mask": 0.7008135825395584, "decode.d3.loss_dice": 0.8638751238584519, "decode.d4.loss_cls": 0.6132676154375076, "decode.d4.loss_mask": 0.6675292640924454, "decode.d4.loss_dice": 0.8454627364873886, "decode.d5.loss_cls": 0.6235833823680877, "decode.d5.loss_mask": 0.6834199130535126, "decode.d5.loss_dice": 0.8400021359324455, "decode.d6.loss_cls": 0.6203360170125961, "decode.d6.loss_mask": 0.6669729754328728, "decode.d6.loss_dice": 0.8362334549427033, "decode.d7.loss_cls": 0.605458202958107, "decode.d7.loss_mask": 0.6694376260042191, "decode.d7.loss_dice": 0.8593069478869438, "decode.d8.loss_cls": 0.5675576537847519, "decode.d8.loss_mask": 0.6809388592839241, "decode.d8.loss_dice": 0.8490597471594811, "time": 0.5307751178741456, "memory": 7199, "step": 78550}
{"lr": 5.44322670870176e-06, "data_time": 0.009245514869689941, "grad_norm": 87.9384048461914, "loss": 25.485525703430177, "decode.loss_cls": 0.7028792023658752, "decode.loss_mask": 0.6272594392299652, "decode.loss_dice": 0.981220418214798, "decode.d0.loss_cls": 2.1586453318595886, "decode.d0.loss_mask": 0.7172291129827499, "decode.d0.loss_dice": 1.1936644077301026, "decode.d1.loss_cls": 0.9039243087172508, "decode.d1.loss_mask": 0.6908631294965744, "decode.d1.loss_dice": 1.0868743509054184, "decode.d2.loss_cls": 0.8281203478574752, "decode.d2.loss_mask": 0.6449779897928238, "decode.d2.loss_dice": 0.9901656985282898, "decode.d3.loss_cls": 0.7558969661593438, "decode.d3.loss_mask": 0.6244856148958207, "decode.d3.loss_dice": 0.974264207482338, "decode.d4.loss_cls": 0.7310385063290596, "decode.d4.loss_mask": 0.6335363656282424, "decode.d4.loss_dice": 0.9779610097408294, "decode.d5.loss_cls": 0.7039038255810738, "decode.d5.loss_mask": 0.6248232424259186, "decode.d5.loss_dice": 0.9882117241621018, "decode.d6.loss_cls": 0.7307302564382553, "decode.d6.loss_mask": 0.6333683550357818, "decode.d6.loss_dice": 0.9732791125774384, "decode.d7.loss_cls": 0.6940875098109245, "decode.d7.loss_mask": 0.6457667618989944, "decode.d7.loss_dice": 0.9861005306243896, "decode.d8.loss_cls": 0.657657140493393, "decode.d8.loss_mask": 0.6240504205226898, "decode.d8.loss_dice": 1.0005399316549302, "time": 0.5308047771453858, "memory": 7244, "step": 78600}
{"lr": 5.440217461447788e-06, "data_time": 0.009459757804870605, "grad_norm": 89.3593521118164, "loss": 23.548381996154784, "decode.loss_cls": 0.6177634835243225, "decode.loss_mask": 0.5927127167582512, "decode.loss_dice": 0.853737086057663, "decode.d0.loss_cls": 2.292242205142975, "decode.d0.loss_mask": 0.6203937083482742, "decode.d0.loss_dice": 1.0897485837340355, "decode.d1.loss_cls": 0.9331463068723679, "decode.d1.loss_mask": 0.6052703499794007, "decode.d1.loss_dice": 0.9592106655240059, "decode.d2.loss_cls": 0.802635158598423, "decode.d2.loss_mask": 0.5803294509649277, "decode.d2.loss_dice": 0.9219602301716805, "decode.d3.loss_cls": 0.7210842370986938, "decode.d3.loss_mask": 0.5809251762926578, "decode.d3.loss_dice": 0.9089400485157967, "decode.d4.loss_cls": 0.682624226808548, "decode.d4.loss_mask": 0.581264752149582, "decode.d4.loss_dice": 0.8802160054445267, "decode.d5.loss_cls": 0.6136687099933624, "decode.d5.loss_mask": 0.5939373970031738, "decode.d5.loss_dice": 0.8995044484734536, "decode.d6.loss_cls": 0.606349267065525, "decode.d6.loss_mask": 0.5891045942902565, "decode.d6.loss_dice": 0.8596099123358727, "decode.d7.loss_cls": 0.6125706285238266, "decode.d7.loss_mask": 0.5882044702768325, "decode.d7.loss_dice": 0.8970285415649414, "decode.d8.loss_cls": 0.59920002669096, "decode.d8.loss_mask": 0.5917732670903206, "decode.d8.loss_dice": 0.8732257500290871, "time": 0.5312099933624268, "memory": 7205, "step": 78650}
{"lr": 5.4372080292313124e-06, "data_time": 0.009256863594055175, "grad_norm": 84.99796180725097, "loss": 24.56664628982544, "decode.loss_cls": 0.5581541299819947, "decode.loss_mask": 0.6362026870250702, "decode.loss_dice": 0.9816115856170654, "decode.d0.loss_cls": 2.0709120273590087, "decode.d0.loss_mask": 0.677745309472084, "decode.d0.loss_dice": 1.2217772990465163, "decode.d1.loss_cls": 0.7372815519571304, "decode.d1.loss_mask": 0.6575703024864197, "decode.d1.loss_dice": 1.0971595287322997, "decode.d2.loss_cls": 0.6853613436222077, "decode.d2.loss_mask": 0.6349441260099411, "decode.d2.loss_dice": 1.055057379603386, "decode.d3.loss_cls": 0.6915590703487396, "decode.d3.loss_mask": 0.6116297870874405, "decode.d3.loss_dice": 1.002795833349228, "decode.d4.loss_cls": 0.6723703920841217, "decode.d4.loss_mask": 0.6223269402980804, "decode.d4.loss_dice": 1.0087190091609954, "decode.d5.loss_cls": 0.6540170311927795, "decode.d5.loss_mask": 0.610289278626442, "decode.d5.loss_dice": 0.967057928442955, "decode.d6.loss_cls": 0.6420937046408653, "decode.d6.loss_mask": 0.6170737028121949, "decode.d6.loss_dice": 0.9809735625982284, "decode.d7.loss_cls": 0.6668496564030647, "decode.d7.loss_mask": 0.6246133893728256, "decode.d7.loss_dice": 0.9613311469554902, "decode.d8.loss_cls": 0.5790864884853363, "decode.d8.loss_mask": 0.6476336508989334, "decode.d8.loss_dice": 0.9924478441476822, "time": 0.5307001590728759, "memory": 7204, "step": 78700}
{"lr": 5.434198411927201e-06, "data_time": 0.009451675415039062, "grad_norm": 94.8892593383789, "loss": 18.827532625198366, "decode.loss_cls": 0.5031231313943862, "decode.loss_mask": 0.5683577060699463, "decode.loss_dice": 0.6353305399417877, "decode.d0.loss_cls": 1.7224055647850036, "decode.d0.loss_mask": 0.6102278470993042, "decode.d0.loss_dice": 0.7460176378488541, "decode.d1.loss_cls": 0.6004521310329437, "decode.d1.loss_mask": 0.5797763884067535, "decode.d1.loss_dice": 0.6789495393633842, "decode.d2.loss_cls": 0.4865235537290573, "decode.d2.loss_mask": 0.5983625590801239, "decode.d2.loss_dice": 0.6730723552405834, "decode.d3.loss_cls": 0.511445039510727, "decode.d3.loss_mask": 0.5975026845932007, "decode.d3.loss_dice": 0.6750746227800846, "decode.d4.loss_cls": 0.4950373090803623, "decode.d4.loss_mask": 0.5878694891929627, "decode.d4.loss_dice": 0.6791994348168373, "decode.d5.loss_cls": 0.48619827032089236, "decode.d5.loss_mask": 0.5748584643006325, "decode.d5.loss_dice": 0.668475840985775, "decode.d6.loss_cls": 0.45928768143057824, "decode.d6.loss_mask": 0.5860336065292359, "decode.d6.loss_dice": 0.6637808226048947, "decode.d7.loss_cls": 0.4416950047016144, "decode.d7.loss_mask": 0.5956691831350327, "decode.d7.loss_dice": 0.68771488443017, "decode.d8.loss_cls": 0.45325909927487373, "decode.d8.loss_mask": 0.5947540506720543, "decode.d8.loss_dice": 0.6670787386596203, "time": 0.5308774232864379, "memory": 7208, "step": 78750}
{"lr": 5.431188609410153e-06, "data_time": 0.009212303161621093, "grad_norm": 91.0054874420166, "loss": 19.89856834411621, "decode.loss_cls": 0.40055220648646356, "decode.loss_mask": 0.47928537577390673, "decode.loss_dice": 0.8597554802894593, "decode.d0.loss_cls": 1.9783032298088075, "decode.d0.loss_mask": 0.47195782959461213, "decode.d0.loss_dice": 0.9614556044340133, "decode.d1.loss_cls": 0.7075391724705696, "decode.d1.loss_mask": 0.4599998965859413, "decode.d1.loss_dice": 0.9032836824655532, "decode.d2.loss_cls": 0.6538289815187455, "decode.d2.loss_mask": 0.4552294105291367, "decode.d2.loss_dice": 0.8539356321096421, "decode.d3.loss_cls": 0.5309958055615425, "decode.d3.loss_mask": 0.484595300257206, "decode.d3.loss_dice": 0.8347785651683808, "decode.d4.loss_cls": 0.4986343249678612, "decode.d4.loss_mask": 0.4799297973513603, "decode.d4.loss_dice": 0.8525030702352524, "decode.d5.loss_cls": 0.4542432866990566, "decode.d5.loss_mask": 0.4765003204345703, "decode.d5.loss_dice": 0.8523856222629547, "decode.d6.loss_cls": 0.43254410326480863, "decode.d6.loss_mask": 0.4826288089156151, "decode.d6.loss_dice": 0.8343006476759911, "decode.d7.loss_cls": 0.43632653430104257, "decode.d7.loss_mask": 0.47755817919969556, "decode.d7.loss_dice": 0.8363916784524917, "decode.d8.loss_cls": 0.40610170885920527, "decode.d8.loss_mask": 0.47555485665798186, "decode.d8.loss_dice": 0.8674686402082443, "time": 0.5565802812576294, "memory": 7219, "step": 78800}
{"lr": 5.428178621554723e-06, "data_time": 0.00941624641418457, "grad_norm": 79.36840553283692, "loss": 22.497716236114503, "decode.loss_cls": 0.5613162979483605, "decode.loss_mask": 0.6321601718664169, "decode.loss_dice": 0.8148648887872696, "decode.d0.loss_cls": 2.148595631122589, "decode.d0.loss_mask": 0.6726394474506379, "decode.d0.loss_dice": 0.9193243116140366, "decode.d1.loss_cls": 0.7778882652521133, "decode.d1.loss_mask": 0.6914240598678589, "decode.d1.loss_dice": 0.8004766181111336, "decode.d2.loss_cls": 0.7180632919073104, "decode.d2.loss_mask": 0.6554693847894668, "decode.d2.loss_dice": 0.8097125083208084, "decode.d3.loss_cls": 0.7207790702581406, "decode.d3.loss_mask": 0.6481374233961106, "decode.d3.loss_dice": 0.7980446249246598, "decode.d4.loss_cls": 0.6346390008926391, "decode.d4.loss_mask": 0.6192883878946305, "decode.d4.loss_dice": 0.799672657251358, "decode.d5.loss_cls": 0.6222554385662079, "decode.d5.loss_mask": 0.6088185250759125, "decode.d5.loss_dice": 0.7889584034681321, "decode.d6.loss_cls": 0.5714076161384583, "decode.d6.loss_mask": 0.6256711304187774, "decode.d6.loss_dice": 0.8104415327310562, "decode.d7.loss_cls": 0.5924364343285561, "decode.d7.loss_mask": 0.6188323467969894, "decode.d7.loss_dice": 0.7941930711269378, "decode.d8.loss_cls": 0.623247018456459, "decode.d8.loss_mask": 0.6155320316553116, "decode.d8.loss_dice": 0.8034265786409378, "time": 0.531008243560791, "memory": 7194, "step": 78850}
{"lr": 5.42516844823529e-06, "data_time": 0.009422540664672852, "grad_norm": 87.73168869018555, "loss": 26.562460803985594, "decode.loss_cls": 0.5802707776427269, "decode.loss_mask": 0.7465686708688736, "decode.loss_dice": 1.1008088529109954, "decode.d0.loss_cls": 2.536786901950836, "decode.d0.loss_mask": 0.804797551035881, "decode.d0.loss_dice": 1.2732424944639207, "decode.d1.loss_cls": 0.7714034527540207, "decode.d1.loss_mask": 0.7572693973779678, "decode.d1.loss_dice": 1.1485315799713134, "decode.d2.loss_cls": 0.6525501683354378, "decode.d2.loss_mask": 0.7476388275623321, "decode.d2.loss_dice": 1.099170169234276, "decode.d3.loss_cls": 0.5935047402977943, "decode.d3.loss_mask": 0.7319454938173294, "decode.d3.loss_dice": 1.0870976448059082, "decode.d4.loss_cls": 0.5828665763139724, "decode.d4.loss_mask": 0.7377769917249679, "decode.d4.loss_dice": 1.0876364976167678, "decode.d5.loss_cls": 0.5407033458352088, "decode.d5.loss_mask": 0.7521246373653412, "decode.d5.loss_dice": 1.080410236120224, "decode.d6.loss_cls": 0.509486871957779, "decode.d6.loss_mask": 0.7442909926176071, "decode.d6.loss_dice": 1.0797409176826478, "decode.d7.loss_cls": 0.5251074343919754, "decode.d7.loss_mask": 0.7509127020835876, "decode.d7.loss_dice": 1.117481455206871, "decode.d8.loss_cls": 0.5555775299668312, "decode.d8.loss_mask": 0.7515763342380524, "decode.d8.loss_dice": 1.1151810079813003, "time": 0.5591681957244873, "memory": 7263, "step": 78900}
{"lr": 5.422158089326069e-06, "data_time": 0.009914469718933106, "grad_norm": 91.21948165893555, "loss": 29.28268642425537, "decode.loss_cls": 0.8200582027435303, "decode.loss_mask": 0.7596904337406158, "decode.loss_dice": 1.117407536506653, "decode.d0.loss_cls": 2.2979798913002014, "decode.d0.loss_mask": 0.8556925773620605, "decode.d0.loss_dice": 1.3773066878318787, "decode.d1.loss_cls": 0.9238950192928315, "decode.d1.loss_mask": 0.7733898162841797, "decode.d1.loss_dice": 1.2555649280548096, "decode.d2.loss_cls": 0.9089772045612335, "decode.d2.loss_mask": 0.7499431014060974, "decode.d2.loss_dice": 1.1890295505523683, "decode.d3.loss_cls": 0.8843860283493996, "decode.d3.loss_mask": 0.7359623908996582, "decode.d3.loss_dice": 1.1249288678169251, "decode.d4.loss_cls": 0.8511907562613488, "decode.d4.loss_mask": 0.7389368653297425, "decode.d4.loss_dice": 1.1497875064611436, "decode.d5.loss_cls": 0.7877825975418091, "decode.d5.loss_mask": 0.7660640835762024, "decode.d5.loss_dice": 1.1643319457769394, "decode.d6.loss_cls": 0.7787390977144242, "decode.d6.loss_mask": 0.7683196276426315, "decode.d6.loss_dice": 1.1325974673032762, "decode.d7.loss_cls": 0.7548623934388161, "decode.d7.loss_mask": 0.7766694545745849, "decode.d7.loss_dice": 1.1423543035984038, "decode.d8.loss_cls": 0.7706904709339142, "decode.d8.loss_mask": 0.7859588861465454, "decode.d8.loss_dice": 1.1401884108781815, "time": 0.5304018974304199, "memory": 7207, "step": 78950}
{"lr": 5.419147544701121e-06, "data_time": 0.009803462028503417, "grad_norm": 87.35531768798828, "loss": 23.13185386657715, "decode.loss_cls": 0.5024103716015815, "decode.loss_mask": 0.6638836279511452, "decode.loss_dice": 0.8964994788169861, "decode.d0.loss_cls": 2.0467645645141603, "decode.d0.loss_mask": 0.7509581863880157, "decode.d0.loss_dice": 1.0703521013259887, "decode.d1.loss_cls": 0.7276643931865692, "decode.d1.loss_mask": 0.7036672949790954, "decode.d1.loss_dice": 0.9690695405006409, "decode.d2.loss_cls": 0.6304491132497787, "decode.d2.loss_mask": 0.6808590739965439, "decode.d2.loss_dice": 0.9344541072845459, "decode.d3.loss_cls": 0.5875209972262383, "decode.d3.loss_mask": 0.675315546989441, "decode.d3.loss_dice": 0.8997283339500427, "decode.d4.loss_cls": 0.5222335904836655, "decode.d4.loss_mask": 0.6751616105437279, "decode.d4.loss_dice": 0.9011270523071289, "decode.d5.loss_cls": 0.5029438771307468, "decode.d5.loss_mask": 0.6687630787491798, "decode.d5.loss_dice": 0.9039582967758178, "decode.d6.loss_cls": 0.5182757630944252, "decode.d6.loss_mask": 0.666839998960495, "decode.d6.loss_dice": 0.9113864839076996, "decode.d7.loss_cls": 0.5169584900140762, "decode.d7.loss_mask": 0.6660835117101669, "decode.d7.loss_dice": 0.8897144556045532, "decode.d8.loss_cls": 0.502646091580391, "decode.d8.loss_mask": 0.6627463951706887, "decode.d8.loss_dice": 0.8834177851676941, "time": 0.558911943435669, "memory": 7197, "step": 79000}
{"lr": 5.416136814234336e-06, "data_time": 0.009686112403869629, "grad_norm": 82.94515228271484, "loss": 25.588740158081055, "decode.loss_cls": 0.47417755573987963, "decode.loss_mask": 0.6790264070034027, "decode.loss_dice": 1.1001065254211426, "decode.d0.loss_cls": 2.3645673036575316, "decode.d0.loss_mask": 0.7643302053213119, "decode.d0.loss_dice": 1.311624538898468, "decode.d1.loss_cls": 0.7314959526062011, "decode.d1.loss_mask": 0.7089669346809387, "decode.d1.loss_dice": 1.1870159685611725, "decode.d2.loss_cls": 0.6732999861240387, "decode.d2.loss_mask": 0.6765345841646194, "decode.d2.loss_dice": 1.1356212377548218, "decode.d3.loss_cls": 0.5458156540989876, "decode.d3.loss_mask": 0.6867533683776855, "decode.d3.loss_dice": 1.1187651395797729, "decode.d4.loss_cls": 0.5166696429252624, "decode.d4.loss_mask": 0.6814747869968414, "decode.d4.loss_dice": 1.1040433943271637, "decode.d5.loss_cls": 0.4927745431661606, "decode.d5.loss_mask": 0.6787169307470322, "decode.d5.loss_dice": 1.12032231092453, "decode.d6.loss_cls": 0.5055758446455002, "decode.d6.loss_mask": 0.6743284463882446, "decode.d6.loss_dice": 1.109703540802002, "decode.d7.loss_cls": 0.495302227139473, "decode.d7.loss_mask": 0.670974537730217, "decode.d7.loss_dice": 1.0994065880775452, "decode.d8.loss_cls": 0.497558219730854, "decode.d8.loss_mask": 0.6787076532840729, "decode.d8.loss_dice": 1.1050790786743163, "time": 0.5340917110443115, "memory": 7204, "step": 79050}
{"lr": 5.413125897799443e-06, "data_time": 0.009837913513183593, "grad_norm": 103.03069229125977, "loss": 25.091220474243165, "decode.loss_cls": 0.6227225087583065, "decode.loss_mask": 0.8347789585590363, "decode.loss_dice": 0.8605910956859588, "decode.d0.loss_cls": 2.028368276357651, "decode.d0.loss_mask": 0.8489874452352524, "decode.d0.loss_dice": 1.0028820872306823, "decode.d1.loss_cls": 0.8896730549633503, "decode.d1.loss_mask": 0.8064665108919143, "decode.d1.loss_dice": 0.9217234328389168, "decode.d2.loss_cls": 0.713381291180849, "decode.d2.loss_mask": 0.8041993707418442, "decode.d2.loss_dice": 0.8818779855966568, "decode.d3.loss_cls": 0.662681982666254, "decode.d3.loss_mask": 0.7964916825294495, "decode.d3.loss_dice": 0.8701999664306641, "decode.d4.loss_cls": 0.6823415100574494, "decode.d4.loss_mask": 0.8150929689407349, "decode.d4.loss_dice": 0.8518866315484047, "decode.d5.loss_cls": 0.6295120291411876, "decode.d5.loss_mask": 0.8124839395284653, "decode.d5.loss_dice": 0.8800890579819679, "decode.d6.loss_cls": 0.6174547657370567, "decode.d6.loss_mask": 0.8241543799638749, "decode.d6.loss_dice": 0.8460842788219451, "decode.d7.loss_cls": 0.6016331054270267, "decode.d7.loss_mask": 0.8291828721761704, "decode.d7.loss_dice": 0.8518318474292755, "decode.d8.loss_cls": 0.6124758459627628, "decode.d8.loss_mask": 0.8345845609903335, "decode.d8.loss_dice": 0.8573879033327103, "time": 0.5297454357147217, "memory": 7316, "step": 79100}
{"lr": 5.410114795270009e-06, "data_time": 0.00981917381286621, "grad_norm": 94.67447204589844, "loss": 23.651908683776856, "decode.loss_cls": 0.6316315531730652, "decode.loss_mask": 0.6580309629440307, "decode.loss_dice": 0.8889393657445908, "decode.d0.loss_cls": 2.4320911049842833, "decode.d0.loss_mask": 0.7373217463493347, "decode.d0.loss_dice": 0.9585113406181336, "decode.d1.loss_cls": 0.6937355130910874, "decode.d1.loss_mask": 0.6872366398572922, "decode.d1.loss_dice": 0.9229161441326141, "decode.d2.loss_cls": 0.6232138767838478, "decode.d2.loss_mask": 0.6972981125116349, "decode.d2.loss_dice": 0.9095711648464203, "decode.d3.loss_cls": 0.642968338727951, "decode.d3.loss_mask": 0.6809964388608932, "decode.d3.loss_dice": 0.8501926332712173, "decode.d4.loss_cls": 0.6633665263652802, "decode.d4.loss_mask": 0.655705726146698, "decode.d4.loss_dice": 0.8639995694160462, "decode.d5.loss_cls": 0.6187081053853035, "decode.d5.loss_mask": 0.6619230717420578, "decode.d5.loss_dice": 0.8647929549217224, "decode.d6.loss_cls": 0.6068982958793641, "decode.d6.loss_mask": 0.6633330553770065, "decode.d6.loss_dice": 0.8295314282178878, "decode.d7.loss_cls": 0.5597404807806015, "decode.d7.loss_mask": 0.6724448561668396, "decode.d7.loss_dice": 0.8490595102310181, "decode.d8.loss_cls": 0.5901463255286217, "decode.d8.loss_mask": 0.6680997431278228, "decode.d8.loss_dice": 0.8695040643215179, "time": 0.5320241451263428, "memory": 7273, "step": 79150}
{"lr": 5.407103506519437e-06, "data_time": 0.00908050537109375, "grad_norm": 88.8287582397461, "loss": 28.64203624725342, "decode.loss_cls": 0.6327772781252861, "decode.loss_mask": 0.7627044275403023, "decode.loss_dice": 1.2194900393486023, "decode.d0.loss_cls": 2.195898652076721, "decode.d0.loss_mask": 0.9139925852417946, "decode.d0.loss_dice": 1.5230862498283386, "decode.d1.loss_cls": 0.772113898396492, "decode.d1.loss_mask": 0.8498860985040665, "decode.d1.loss_dice": 1.356632834672928, "decode.d2.loss_cls": 0.6236645638942718, "decode.d2.loss_mask": 0.8094451710581779, "decode.d2.loss_dice": 1.2933728039264678, "decode.d3.loss_cls": 0.598507522046566, "decode.d3.loss_mask": 0.7857279419898987, "decode.d3.loss_dice": 1.2626438200473786, "decode.d4.loss_cls": 0.575617516040802, "decode.d4.loss_mask": 0.7901081368327141, "decode.d4.loss_dice": 1.2323155045509337, "decode.d5.loss_cls": 0.586850357055664, "decode.d5.loss_mask": 0.7863260909914971, "decode.d5.loss_dice": 1.219961702823639, "decode.d6.loss_cls": 0.6078183501958847, "decode.d6.loss_mask": 0.7809903472661972, "decode.d6.loss_dice": 1.2154033780097961, "decode.d7.loss_cls": 0.6015672504901886, "decode.d7.loss_mask": 0.7912923127412796, "decode.d7.loss_dice": 1.2231028437614442, "decode.d8.loss_cls": 0.5768482029438019, "decode.d8.loss_mask": 0.8099639892578125, "decode.d8.loss_dice": 1.2439278721809388, "time": 0.5308385848999023, "memory": 7207, "step": 79200}
{"lr": 5.404092031420963e-06, "data_time": 0.00944674015045166, "grad_norm": 96.68432083129883, "loss": 23.910498237609865, "decode.loss_cls": 0.6375855688005686, "decode.loss_mask": 0.6026310935616493, "decode.loss_dice": 0.8803767755627632, "decode.d0.loss_cls": 2.1243985056877137, "decode.d0.loss_mask": 0.678009906411171, "decode.d0.loss_dice": 1.1021872758865356, "decode.d1.loss_cls": 0.7967972852289676, "decode.d1.loss_mask": 0.6098602771759033, "decode.d1.loss_dice": 0.9871119886636734, "decode.d2.loss_cls": 0.8027982890605927, "decode.d2.loss_mask": 0.5945001751184463, "decode.d2.loss_dice": 0.9414029702544212, "decode.d3.loss_cls": 0.7376188173890114, "decode.d3.loss_mask": 0.5790039092302323, "decode.d3.loss_dice": 0.928786450624466, "decode.d4.loss_cls": 0.7252703621983528, "decode.d4.loss_mask": 0.5755658656358719, "decode.d4.loss_dice": 0.9116265937685967, "decode.d5.loss_cls": 0.6442852359265089, "decode.d5.loss_mask": 0.5877930372953415, "decode.d5.loss_dice": 0.9496852710843087, "decode.d6.loss_cls": 0.6528144739568233, "decode.d6.loss_mask": 0.5893523707985878, "decode.d6.loss_dice": 0.9286245226860046, "decode.d7.loss_cls": 0.6246070448309183, "decode.d7.loss_mask": 0.6001334860920906, "decode.d7.loss_dice": 0.9194005191326141, "decode.d8.loss_cls": 0.6947784561663866, "decode.d8.loss_mask": 0.6013469994068146, "decode.d8.loss_dice": 0.9021431356668472, "time": 0.5321393966674804, "memory": 7295, "step": 79250}
{"lr": 5.401080369847653e-06, "data_time": 0.009451937675476075, "grad_norm": 78.39548377990722, "loss": 24.463035774230956, "decode.loss_cls": 0.4310459792613983, "decode.loss_mask": 0.6979316353797913, "decode.loss_dice": 1.0637481927871704, "decode.d0.loss_cls": 2.1252328991889953, "decode.d0.loss_mask": 0.7727691382169724, "decode.d0.loss_dice": 1.199527806043625, "decode.d1.loss_cls": 0.6827999167144299, "decode.d1.loss_mask": 0.7228873461484909, "decode.d1.loss_dice": 1.0818903684616088, "decode.d2.loss_cls": 0.5665676243603229, "decode.d2.loss_mask": 0.7135315299034118, "decode.d2.loss_dice": 1.0761968612670898, "decode.d3.loss_cls": 0.5078127019107341, "decode.d3.loss_mask": 0.6886293947696686, "decode.d3.loss_dice": 1.0476650416851043, "decode.d4.loss_cls": 0.5365167737007142, "decode.d4.loss_mask": 0.7035790383815765, "decode.d4.loss_dice": 1.0570136845111846, "decode.d5.loss_cls": 0.48882509469985963, "decode.d5.loss_mask": 0.6950453877449035, "decode.d5.loss_dice": 1.0473374009132386, "decode.d6.loss_cls": 0.4552506312727928, "decode.d6.loss_mask": 0.6893418341875076, "decode.d6.loss_dice": 1.0559167265892029, "decode.d7.loss_cls": 0.4502617284655571, "decode.d7.loss_mask": 0.6894472956657409, "decode.d7.loss_dice": 1.0415286004543305, "decode.d8.loss_cls": 0.4230113573372364, "decode.d8.loss_mask": 0.698562952876091, "decode.d8.loss_dice": 1.0531612932682037, "time": 0.5320302963256835, "memory": 7242, "step": 79300}
{"lr": 5.398068521672421e-06, "data_time": 0.009297037124633789, "grad_norm": 83.26536827087402, "loss": 26.2759370803833, "decode.loss_cls": 0.6960848927497864, "decode.loss_mask": 0.6469228029251098, "decode.loss_dice": 1.023330882191658, "decode.d0.loss_cls": 2.3359313368797303, "decode.d0.loss_mask": 0.7072205007076263, "decode.d0.loss_dice": 1.2448841452598571, "decode.d1.loss_cls": 0.9030402064323425, "decode.d1.loss_mask": 0.6858153462409973, "decode.d1.loss_dice": 1.11573266685009, "decode.d2.loss_cls": 0.7723950907588005, "decode.d2.loss_mask": 0.6621062844991684, "decode.d2.loss_dice": 1.0846260905265808, "decode.d3.loss_cls": 0.6994116842746735, "decode.d3.loss_mask": 0.6302718400955201, "decode.d3.loss_dice": 1.0772631764411926, "decode.d4.loss_cls": 0.7537583112716675, "decode.d4.loss_mask": 0.6512271374464035, "decode.d4.loss_dice": 1.0487150013446809, "decode.d5.loss_cls": 0.6972163744270802, "decode.d5.loss_mask": 0.6444197952747345, "decode.d5.loss_dice": 1.0502501785755158, "decode.d6.loss_cls": 0.6634677149355411, "decode.d6.loss_mask": 0.6451665788888932, "decode.d6.loss_dice": 1.0380394995212554, "decode.d7.loss_cls": 0.6915242813527585, "decode.d7.loss_mask": 0.6479289501905441, "decode.d7.loss_dice": 1.0595120429992675, "decode.d8.loss_cls": 0.6924457430839539, "decode.d8.loss_mask": 0.6402499914169312, "decode.d8.loss_dice": 1.0669774532318115, "time": 0.5574875354766846, "memory": 7258, "step": 79350}
{"lr": 5.395056486768004e-06, "data_time": 0.00939629077911377, "grad_norm": 74.95837020874023, "loss": 24.442977142333984, "decode.loss_cls": 0.6780280895531178, "decode.loss_mask": 0.5979678377509117, "decode.loss_dice": 0.9703533530235291, "decode.d0.loss_cls": 2.0525111317634583, "decode.d0.loss_mask": 0.6473095655441284, "decode.d0.loss_dice": 1.1541764348745347, "decode.d1.loss_cls": 0.7816193610429764, "decode.d1.loss_mask": 0.6106659606099129, "decode.d1.loss_dice": 1.0482134580612184, "decode.d2.loss_cls": 0.7956657901406288, "decode.d2.loss_mask": 0.597042241692543, "decode.d2.loss_dice": 1.0370405361056327, "decode.d3.loss_cls": 0.6755858868360519, "decode.d3.loss_mask": 0.5911966621875763, "decode.d3.loss_dice": 0.9989149138331413, "decode.d4.loss_cls": 0.7202529035508632, "decode.d4.loss_mask": 0.5886580616235733, "decode.d4.loss_dice": 0.9743510574102402, "decode.d5.loss_cls": 0.6490475133061409, "decode.d5.loss_mask": 0.5838980913162232, "decode.d5.loss_dice": 0.988596111536026, "decode.d6.loss_cls": 0.6886854723095894, "decode.d6.loss_mask": 0.5805494710803032, "decode.d6.loss_dice": 0.967252579331398, "decode.d7.loss_cls": 0.6599295675754547, "decode.d7.loss_mask": 0.5936691805720329, "decode.d7.loss_dice": 0.9513046309351921, "decode.d8.loss_cls": 0.6656466603279114, "decode.d8.loss_mask": 0.5942551165819168, "decode.d8.loss_dice": 1.000590255856514, "time": 0.583905029296875, "memory": 7283, "step": 79400}
{"lr": 5.392044265006976e-06, "data_time": 0.009430336952209472, "grad_norm": 88.04515991210937, "loss": 31.472290992736816, "decode.loss_cls": 0.6388766974210739, "decode.loss_mask": 0.7397830426692963, "decode.loss_dice": 1.4663309574127197, "decode.d0.loss_cls": 2.442352664470673, "decode.d0.loss_mask": 0.837777853012085, "decode.d0.loss_dice": 1.7517245531082153, "decode.d1.loss_cls": 0.8542734861373902, "decode.d1.loss_mask": 0.7501866847276688, "decode.d1.loss_dice": 1.587942886352539, "decode.d2.loss_cls": 0.8504994183778762, "decode.d2.loss_mask": 0.735836511850357, "decode.d2.loss_dice": 1.513220477104187, "decode.d3.loss_cls": 0.7789843708276749, "decode.d3.loss_mask": 0.7120772361755371, "decode.d3.loss_dice": 1.4517441868782044, "decode.d4.loss_cls": 0.7155572324991226, "decode.d4.loss_mask": 0.7344755440950393, "decode.d4.loss_dice": 1.4636738896369934, "decode.d5.loss_cls": 0.6747817993164062, "decode.d5.loss_mask": 0.7269110351800918, "decode.d5.loss_dice": 1.4487472772598267, "decode.d6.loss_cls": 0.7552263468503952, "decode.d6.loss_mask": 0.7234548389911651, "decode.d6.loss_dice": 1.4505654752254487, "decode.d7.loss_cls": 0.6918185204267502, "decode.d7.loss_mask": 0.725854805111885, "decode.d7.loss_dice": 1.4185988783836365, "decode.d8.loss_cls": 0.6519397854804992, "decode.d8.loss_mask": 0.7265069037675858, "decode.d8.loss_dice": 1.45256769657135, "time": 0.5315104484558105, "memory": 7264, "step": 79450}
{"lr": 5.38903185626175e-06, "data_time": 0.009362745285034179, "grad_norm": 77.18503913879394, "loss": 23.637432193756105, "decode.loss_cls": 0.5613273307681084, "decode.loss_mask": 0.658649480342865, "decode.loss_dice": 0.9224542289972305, "decode.d0.loss_cls": 2.005555069446564, "decode.d0.loss_mask": 0.7415605038404465, "decode.d0.loss_dice": 1.095231145620346, "decode.d1.loss_cls": 0.7614061295986175, "decode.d1.loss_mask": 0.6797199070453643, "decode.d1.loss_dice": 1.0023467481136321, "decode.d2.loss_cls": 0.7084406554698944, "decode.d2.loss_mask": 0.6585348457098007, "decode.d2.loss_dice": 0.927579152584076, "decode.d3.loss_cls": 0.6493164837360382, "decode.d3.loss_mask": 0.6463043689727783, "decode.d3.loss_dice": 0.9288103401660919, "decode.d4.loss_cls": 0.6649726048111916, "decode.d4.loss_mask": 0.6439263999462128, "decode.d4.loss_dice": 0.9059755712747574, "decode.d5.loss_cls": 0.5678589850664139, "decode.d5.loss_mask": 0.6442654997110366, "decode.d5.loss_dice": 0.9107094556093216, "decode.d6.loss_cls": 0.5759097889065743, "decode.d6.loss_mask": 0.6459158599376679, "decode.d6.loss_dice": 0.9086533039808273, "decode.d7.loss_cls": 0.5743843823671341, "decode.d7.loss_mask": 0.6490316897630691, "decode.d7.loss_dice": 0.8958188325166703, "decode.d8.loss_cls": 0.5369302213191987, "decode.d8.loss_mask": 0.664066219329834, "decode.d8.loss_dice": 0.9017772912979126, "time": 0.5290642738342285, "memory": 7253, "step": 79500}
{"lr": 5.386019260404567e-06, "data_time": 0.009372925758361817, "grad_norm": 91.2943717956543, "loss": 27.6097373008728, "decode.loss_cls": 0.5846599720418453, "decode.loss_mask": 0.7412318885326385, "decode.loss_dice": 1.1920686170458794, "decode.d0.loss_cls": 2.1831255555152893, "decode.d0.loss_mask": 0.8018471255898476, "decode.d0.loss_dice": 1.4100748360157014, "decode.d1.loss_cls": 0.6997693493962288, "decode.d1.loss_mask": 0.778998401761055, "decode.d1.loss_dice": 1.2740049242973328, "decode.d2.loss_cls": 0.6102477513253689, "decode.d2.loss_mask": 0.7882327660918236, "decode.d2.loss_dice": 1.233046142756939, "decode.d3.loss_cls": 0.6207083515822888, "decode.d3.loss_mask": 0.7398136138916016, "decode.d3.loss_dice": 1.2041724622249603, "decode.d4.loss_cls": 0.5860069185495377, "decode.d4.loss_mask": 0.7374896422028542, "decode.d4.loss_dice": 1.2086898252367972, "decode.d5.loss_cls": 0.611292441189289, "decode.d5.loss_mask": 0.7414318829774856, "decode.d5.loss_dice": 1.2365511253476142, "decode.d6.loss_cls": 0.5948147051036358, "decode.d6.loss_mask": 0.7432343170046807, "decode.d6.loss_dice": 1.2316125750541687, "decode.d7.loss_cls": 0.605489619076252, "decode.d7.loss_mask": 0.7386244714260102, "decode.d7.loss_dice": 1.1948776960372924, "decode.d8.loss_cls": 0.5640389859676361, "decode.d8.loss_mask": 0.7434410810470581, "decode.d8.loss_dice": 1.2101410776376724, "time": 0.5583273649215699, "memory": 7230, "step": 79550}
{"lr": 5.383006477307503e-06, "data_time": 0.009398293495178223, "grad_norm": 77.06765365600586, "loss": 26.810593605041504, "decode.loss_cls": 0.7461634494364262, "decode.loss_mask": 0.6072002053260803, "decode.loss_dice": 1.1105571627616881, "decode.d0.loss_cls": 2.202690452337265, "decode.d0.loss_mask": 0.6214713528752327, "decode.d0.loss_dice": 1.2866300284862517, "decode.d1.loss_cls": 0.8711928993463516, "decode.d1.loss_mask": 0.6027303397655487, "decode.d1.loss_dice": 1.195029044151306, "decode.d2.loss_cls": 0.8487090542912483, "decode.d2.loss_mask": 0.5889753699302673, "decode.d2.loss_dice": 1.180386883020401, "decode.d3.loss_cls": 0.7543897785246372, "decode.d3.loss_mask": 0.594267737865448, "decode.d3.loss_dice": 1.1469997227191926, "decode.d4.loss_cls": 0.807184086740017, "decode.d4.loss_mask": 0.5792271181941032, "decode.d4.loss_dice": 1.1246984630823136, "decode.d5.loss_cls": 0.8149309322237969, "decode.d5.loss_mask": 0.5865787759423255, "decode.d5.loss_dice": 1.1008809715509416, "decode.d6.loss_cls": 0.786852092295885, "decode.d6.loss_mask": 0.5849061563611031, "decode.d6.loss_dice": 1.1121698707342147, "decode.d7.loss_cls": 0.7548382163047791, "decode.d7.loss_mask": 0.596436494588852, "decode.d7.loss_dice": 1.1247060269117355, "decode.d8.loss_cls": 0.7565730281174183, "decode.d8.loss_mask": 0.5967337667942048, "decode.d8.loss_dice": 1.126485276222229, "time": 0.5298242330551147, "memory": 7222, "step": 79600}
{"lr": 5.379993506842468e-06, "data_time": 0.009183025360107422, "grad_norm": 90.26846237182617, "loss": 26.700843238830565, "decode.loss_cls": 0.6590568445622921, "decode.loss_mask": 0.6753179132938385, "decode.loss_dice": 1.05302796959877, "decode.d0.loss_cls": 2.260573124885559, "decode.d0.loss_mask": 0.7926033496856689, "decode.d0.loss_dice": 1.3528055787086486, "decode.d1.loss_cls": 0.753115139901638, "decode.d1.loss_mask": 0.7552902519702911, "decode.d1.loss_dice": 1.2165825068950653, "decode.d2.loss_cls": 0.6933585599064827, "decode.d2.loss_mask": 0.738340699672699, "decode.d2.loss_dice": 1.1759261667728425, "decode.d3.loss_cls": 0.6325945988297462, "decode.d3.loss_mask": 0.7260888099670411, "decode.d3.loss_dice": 1.1289139330387115, "decode.d4.loss_cls": 0.6167849794030189, "decode.d4.loss_mask": 0.7184043020009995, "decode.d4.loss_dice": 1.114211279153824, "decode.d5.loss_cls": 0.6326942265033721, "decode.d5.loss_mask": 0.7090177267789841, "decode.d5.loss_dice": 1.1356753647327422, "decode.d6.loss_cls": 0.6048967614769936, "decode.d6.loss_mask": 0.6949154943227768, "decode.d6.loss_dice": 1.0889457315206528, "decode.d7.loss_cls": 0.608824110776186, "decode.d7.loss_mask": 0.6847041606903076, "decode.d7.loss_dice": 1.0828896164894104, "decode.d8.loss_cls": 0.6315706618130207, "decode.d8.loss_mask": 0.6894826233386994, "decode.d8.loss_dice": 1.0742305785417556, "time": 0.5301585674285889, "memory": 7244, "step": 79650}
{"lr": 5.376980348881201e-06, "data_time": 0.009201979637145996, "grad_norm": 93.72286758422851, "loss": 26.708116483688354, "decode.loss_cls": 0.7839917227625847, "decode.loss_mask": 0.6094444155693054, "decode.loss_dice": 1.0206757605075836, "decode.d0.loss_cls": 2.3624364852905275, "decode.d0.loss_mask": 0.723519828915596, "decode.d0.loss_dice": 1.2917914897203446, "decode.d1.loss_cls": 0.8670376740396023, "decode.d1.loss_mask": 0.6864690363407135, "decode.d1.loss_dice": 1.1710956498980523, "decode.d2.loss_cls": 0.788552276045084, "decode.d2.loss_mask": 0.627380621433258, "decode.d2.loss_dice": 1.1213474839925766, "decode.d3.loss_cls": 0.7107117664068937, "decode.d3.loss_mask": 0.6227806389331818, "decode.d3.loss_dice": 1.0844774529337884, "decode.d4.loss_cls": 0.7985761649906635, "decode.d4.loss_mask": 0.6145777463912964, "decode.d4.loss_dice": 1.0472755566239358, "decode.d5.loss_cls": 0.7993121106177569, "decode.d5.loss_mask": 0.62159164249897, "decode.d5.loss_dice": 1.0547442138195038, "decode.d6.loss_cls": 0.7385786175727844, "decode.d6.loss_mask": 0.6327085852622986, "decode.d6.loss_dice": 1.0491586729884148, "decode.d7.loss_cls": 0.7385636407881975, "decode.d7.loss_mask": 0.6372781664133071, "decode.d7.loss_dice": 1.0542798310518264, "decode.d8.loss_cls": 0.7934828110039234, "decode.d8.loss_mask": 0.6228553295135498, "decode.d8.loss_dice": 1.0334211692214013, "time": 0.5290018081665039, "memory": 7253, "step": 79700}
{"lr": 5.373967003295275e-06, "data_time": 0.009366774559020996, "grad_norm": 79.83158874511719, "loss": 25.441158246994018, "decode.loss_cls": 0.621901735663414, "decode.loss_mask": 0.6071658112108708, "decode.loss_dice": 1.0782650768756867, "decode.d0.loss_cls": 1.9529130816459657, "decode.d0.loss_mask": 0.7060588046908378, "decode.d0.loss_dice": 1.2703103736042975, "decode.d1.loss_cls": 0.8468153029680252, "decode.d1.loss_mask": 0.6833176136016845, "decode.d1.loss_dice": 1.168181949853897, "decode.d2.loss_cls": 0.6329819671809673, "decode.d2.loss_mask": 0.6555757582187652, "decode.d2.loss_dice": 1.1493272855877876, "decode.d3.loss_cls": 0.6730520978569985, "decode.d3.loss_mask": 0.6383128136396408, "decode.d3.loss_dice": 1.106324653327465, "decode.d4.loss_cls": 0.598315567523241, "decode.d4.loss_mask": 0.6348117724061012, "decode.d4.loss_dice": 1.0972424060106278, "decode.d5.loss_cls": 0.6569313988089561, "decode.d5.loss_mask": 0.6186548568308353, "decode.d5.loss_dice": 1.1085133001208305, "decode.d6.loss_cls": 0.6347371190786362, "decode.d6.loss_mask": 0.6066869631409645, "decode.d6.loss_dice": 1.086602832376957, "decode.d7.loss_cls": 0.6436666183173656, "decode.d7.loss_mask": 0.6125721156597137, "decode.d7.loss_dice": 1.0651171118021012, "decode.d8.loss_cls": 0.603769114613533, "decode.d8.loss_mask": 0.6286892741918564, "decode.d8.loss_dice": 1.0543439120054245, "time": 0.5326851844787598, "memory": 7237, "step": 79750}
{"lr": 5.370953469956105e-06, "data_time": 0.009386682510375976, "grad_norm": 95.11515808105469, "loss": 27.999084854125975, "decode.loss_cls": 0.6293806299567223, "decode.loss_mask": 0.6885821044445037, "decode.loss_dice": 1.1620085537433624, "decode.d0.loss_cls": 2.280138295888901, "decode.d0.loss_mask": 0.8440567016601562, "decode.d0.loss_dice": 1.4986624538898468, "decode.d1.loss_cls": 0.9528013914823532, "decode.d1.loss_mask": 0.7139363169670105, "decode.d1.loss_dice": 1.316753363609314, "decode.d2.loss_cls": 0.812113294005394, "decode.d2.loss_mask": 0.692529422044754, "decode.d2.loss_dice": 1.2298152685165404, "decode.d3.loss_cls": 0.6977271199226379, "decode.d3.loss_mask": 0.6797883987426758, "decode.d3.loss_dice": 1.1880109786987305, "decode.d4.loss_cls": 0.6854830294847488, "decode.d4.loss_mask": 0.6806001752614975, "decode.d4.loss_dice": 1.16612611413002, "decode.d5.loss_cls": 0.6667101934552193, "decode.d5.loss_mask": 0.680861485004425, "decode.d5.loss_dice": 1.2003854811191559, "decode.d6.loss_cls": 0.6807289734482765, "decode.d6.loss_mask": 0.6734349966049195, "decode.d6.loss_dice": 1.1716159641742707, "decode.d7.loss_cls": 0.6390816025435925, "decode.d7.loss_mask": 0.6898901671171188, "decode.d7.loss_dice": 1.1839258134365083, "decode.d8.loss_cls": 0.6358443826436997, "decode.d8.loss_mask": 0.6920881807804108, "decode.d8.loss_dice": 1.1660033762454987, "time": 0.5325819253921509, "memory": 7283, "step": 79800}
{"lr": 5.367939748734922e-06, "data_time": 0.009454655647277831, "grad_norm": 97.59472007751465, "loss": 27.33252696990967, "decode.loss_cls": 0.5994062095880508, "decode.loss_mask": 0.8194601207971572, "decode.loss_dice": 1.0636830985546113, "decode.d0.loss_cls": 2.0278754830360413, "decode.d0.loss_mask": 0.9112913757562637, "decode.d0.loss_dice": 1.211668109893799, "decode.d1.loss_cls": 0.7551622316241264, "decode.d1.loss_mask": 0.8724784612655639, "decode.d1.loss_dice": 1.1533202886581422, "decode.d2.loss_cls": 0.6323951691389084, "decode.d2.loss_mask": 0.8606352210044861, "decode.d2.loss_dice": 1.155941015481949, "decode.d3.loss_cls": 0.5903838977217675, "decode.d3.loss_mask": 0.8634496927261353, "decode.d3.loss_dice": 1.1477814674377442, "decode.d4.loss_cls": 0.6863748282194138, "decode.d4.loss_mask": 0.8192326366901398, "decode.d4.loss_dice": 1.0706160068511963, "decode.d5.loss_cls": 0.6480053156614304, "decode.d5.loss_mask": 0.8237275540828705, "decode.d5.loss_dice": 1.0707822859287262, "decode.d6.loss_cls": 0.6126723557710647, "decode.d6.loss_mask": 0.8239666670560837, "decode.d6.loss_dice": 1.087624055147171, "decode.d7.loss_cls": 0.6476309075951576, "decode.d7.loss_mask": 0.8218086570501327, "decode.d7.loss_dice": 1.0797755002975464, "decode.d8.loss_cls": 0.5514212027192116, "decode.d8.loss_mask": 0.8362091541290283, "decode.d8.loss_dice": 1.0877470791339874, "time": 0.5304807186126709, "memory": 7256, "step": 79850}
{"lr": 5.364925839502794e-06, "data_time": 0.009281396865844727, "grad_norm": 80.37260780334472, "loss": 24.43546304702759, "decode.loss_cls": 0.6321256682276726, "decode.loss_mask": 0.6980810105800629, "decode.loss_dice": 0.8874919772148132, "decode.d0.loss_cls": 2.1992558181285857, "decode.d0.loss_mask": 0.7357263028621673, "decode.d0.loss_dice": 1.029259631037712, "decode.d1.loss_cls": 0.8108837485313416, "decode.d1.loss_mask": 0.6948565751314163, "decode.d1.loss_dice": 0.954448276758194, "decode.d2.loss_cls": 0.6936211571097374, "decode.d2.loss_mask": 0.6829084366559982, "decode.d2.loss_dice": 0.918757227063179, "decode.d3.loss_cls": 0.624280072748661, "decode.d3.loss_mask": 0.7242449402809144, "decode.d3.loss_dice": 0.9446590662002563, "decode.d4.loss_cls": 0.6724756762385369, "decode.d4.loss_mask": 0.717202827334404, "decode.d4.loss_dice": 0.9089039027690887, "decode.d5.loss_cls": 0.5785415053367615, "decode.d5.loss_mask": 0.7294218301773071, "decode.d5.loss_dice": 0.8857365161180496, "decode.d6.loss_cls": 0.6784601256251335, "decode.d6.loss_mask": 0.6963012784719467, "decode.d6.loss_dice": 0.8718480169773102, "decode.d7.loss_cls": 0.6551720336079597, "decode.d7.loss_mask": 0.7231444120407104, "decode.d7.loss_dice": 0.8817694813013077, "decode.d8.loss_cls": 0.6357832580804825, "decode.d8.loss_mask": 0.6917173355817795, "decode.d8.loss_dice": 0.8783852994441986, "time": 0.5817279815673828, "memory": 7194, "step": 79900}
{"lr": 5.361911742130622e-06, "data_time": 0.00938711166381836, "grad_norm": 86.14984512329102, "loss": 23.61239585876465, "decode.loss_cls": 0.4936487182974815, "decode.loss_mask": 0.6319336026906968, "decode.loss_dice": 0.9723246246576309, "decode.d0.loss_cls": 2.0222898006439207, "decode.d0.loss_mask": 0.7076348721981048, "decode.d0.loss_dice": 1.1222059369087218, "decode.d1.loss_cls": 0.6097098991274834, "decode.d1.loss_mask": 0.6648083508014679, "decode.d1.loss_dice": 1.0686565935611725, "decode.d2.loss_cls": 0.57508033066988, "decode.d2.loss_mask": 0.6466971606016159, "decode.d2.loss_dice": 1.0246461749076843, "decode.d3.loss_cls": 0.5829882815480232, "decode.d3.loss_mask": 0.6377296090126038, "decode.d3.loss_dice": 0.9922268569469452, "decode.d4.loss_cls": 0.6050728917121887, "decode.d4.loss_mask": 0.6403135597705841, "decode.d4.loss_dice": 0.9829800486564636, "decode.d5.loss_cls": 0.5570050001144409, "decode.d5.loss_mask": 0.641242241859436, "decode.d5.loss_dice": 0.9877789944410325, "decode.d6.loss_cls": 0.5383534669876099, "decode.d6.loss_mask": 0.62938492000103, "decode.d6.loss_dice": 0.9930728852748871, "decode.d7.loss_cls": 0.5363777488470077, "decode.d7.loss_mask": 0.6269711375236511, "decode.d7.loss_dice": 0.9850484311580658, "decode.d8.loss_cls": 0.502459941804409, "decode.d8.loss_mask": 0.6298304378986359, "decode.d8.loss_dice": 1.0039232611656188, "time": 0.5573410987854004, "memory": 7220, "step": 79950}
{"lr": 5.358897456489136e-06, "data_time": 0.009394645690917969, "grad_norm": 83.70703048706055, "loss": 29.01929454803467, "decode.loss_cls": 0.7590250208973884, "decode.loss_mask": 0.7583124011754989, "decode.loss_dice": 1.075003433227539, "decode.d0.loss_cls": 2.472983169555664, "decode.d0.loss_mask": 0.8518581241369247, "decode.d0.loss_dice": 1.3334104418754578, "decode.d1.loss_cls": 1.0260553330183029, "decode.d1.loss_mask": 0.8554474294185639, "decode.d1.loss_dice": 1.2355863511562348, "decode.d2.loss_cls": 0.9372950524091721, "decode.d2.loss_mask": 0.7574249863624573, "decode.d2.loss_dice": 1.1437219381332397, "decode.d3.loss_cls": 0.798769748210907, "decode.d3.loss_mask": 0.7638801306486129, "decode.d3.loss_dice": 1.108143150806427, "decode.d4.loss_cls": 0.8117841482162476, "decode.d4.loss_mask": 0.7718066662549973, "decode.d4.loss_dice": 1.0866501092910767, "decode.d5.loss_cls": 0.7670823916792869, "decode.d5.loss_mask": 0.7695651769638061, "decode.d5.loss_dice": 1.0958494424819947, "decode.d6.loss_cls": 0.764436599612236, "decode.d6.loss_mask": 0.7682348847389221, "decode.d6.loss_dice": 1.0873230218887329, "decode.d7.loss_cls": 0.7844084843993187, "decode.d7.loss_mask": 0.765292963385582, "decode.d7.loss_dice": 1.0663548588752747, "decode.d8.loss_cls": 0.7637269869446754, "decode.d8.loss_mask": 0.7725241959095002, "decode.d8.loss_dice": 1.067338865995407, "time": 0.5583736896514893, "memory": 7202, "step": 80000}
{"aAcc": 83.7, "mIoU": 51.17, "mAcc": 65.68, "data_time": 0.0019239780912361298, "time": 0.18404094631453435, "step": 80000}
{"lr": 5.355882982448895e-06, "data_time": 0.009870195388793945, "grad_norm": 84.64709701538087, "loss": 28.36019926071167, "decode.loss_cls": 0.6433211669325829, "decode.loss_mask": 0.6588498920202255, "decode.loss_dice": 1.239083206653595, "decode.d0.loss_cls": 2.2584097743034364, "decode.d0.loss_mask": 0.7791484773159028, "decode.d0.loss_dice": 1.4437049686908723, "decode.d1.loss_cls": 0.9322338730096817, "decode.d1.loss_mask": 0.6489331811666489, "decode.d1.loss_dice": 1.2996933877468109, "decode.d2.loss_cls": 0.746094724535942, "decode.d2.loss_mask": 0.6908827394247055, "decode.d2.loss_dice": 1.3117721259593964, "decode.d3.loss_cls": 0.775221073627472, "decode.d3.loss_mask": 0.6742966651916504, "decode.d3.loss_dice": 1.238770803809166, "decode.d4.loss_cls": 0.6909954831004143, "decode.d4.loss_mask": 0.676932618021965, "decode.d4.loss_dice": 1.246375146508217, "decode.d5.loss_cls": 0.6926896646618843, "decode.d5.loss_mask": 0.639161217212677, "decode.d5.loss_dice": 1.2639283508062362, "decode.d6.loss_cls": 0.6852256566286087, "decode.d6.loss_mask": 0.643850576877594, "decode.d6.loss_dice": 1.2226611167192458, "decode.d7.loss_cls": 0.6914348140358925, "decode.d7.loss_mask": 0.6474245101213455, "decode.d7.loss_dice": 1.2753518760204314, "decode.d8.loss_cls": 0.7029286742210388, "decode.d8.loss_mask": 0.6605004668235779, "decode.d8.loss_dice": 1.2803233802318572, "time": 0.5343382358551025, "memory": 7228, "step": 80050}
{"lr": 5.352868319880296e-06, "data_time": 0.00981745719909668, "grad_norm": 88.79917755126954, "loss": 24.187284660339355, "decode.loss_cls": 0.4332886576652527, "decode.loss_mask": 0.6502791076898575, "decode.loss_dice": 1.0772690802812577, "decode.d0.loss_cls": 2.1070406317710875, "decode.d0.loss_mask": 0.7683531522750855, "decode.d0.loss_dice": 1.1790319383144379, "decode.d1.loss_cls": 0.6084287106990814, "decode.d1.loss_mask": 0.6980189770460129, "decode.d1.loss_dice": 1.1429038912057876, "decode.d2.loss_cls": 0.5174021393060684, "decode.d2.loss_mask": 0.6993423491716385, "decode.d2.loss_dice": 1.097773340344429, "decode.d3.loss_cls": 0.4837868332862854, "decode.d3.loss_mask": 0.6951620489358902, "decode.d3.loss_dice": 1.065964901447296, "decode.d4.loss_cls": 0.5006741434335709, "decode.d4.loss_mask": 0.6911665439605713, "decode.d4.loss_dice": 1.0608884125947953, "decode.d5.loss_cls": 0.47839904949069023, "decode.d5.loss_mask": 0.6875696539878845, "decode.d5.loss_dice": 1.052335226535797, "decode.d6.loss_cls": 0.4949851676821709, "decode.d6.loss_mask": 0.6501615524291993, "decode.d6.loss_dice": 1.041421726346016, "decode.d7.loss_cls": 0.49969295412302017, "decode.d7.loss_mask": 0.6499420762062073, "decode.d7.loss_dice": 1.023059967160225, "decode.d8.loss_cls": 0.46600266695022585, "decode.d8.loss_mask": 0.654468035697937, "decode.d8.loss_dice": 1.0124710142612456, "time": 0.5321924448013305, "memory": 7205, "step": 80100}
{"lr": 5.349853468653554e-06, "data_time": 0.009897685050964356, "grad_norm": 87.68330459594726, "loss": 21.484586429595947, "decode.loss_cls": 0.43103422075510023, "decode.loss_mask": 0.5105553716421127, "decode.loss_dice": 0.9588795363903045, "decode.d0.loss_cls": 1.9533388137817382, "decode.d0.loss_mask": 0.57667877972126, "decode.d0.loss_dice": 1.0995450347661972, "decode.d1.loss_cls": 0.5814993545413017, "decode.d1.loss_mask": 0.5597806453704834, "decode.d1.loss_dice": 1.0455431759357452, "decode.d2.loss_cls": 0.5225068911910057, "decode.d2.loss_mask": 0.5221948355436326, "decode.d2.loss_dice": 0.9808915227651596, "decode.d3.loss_cls": 0.600110175460577, "decode.d3.loss_mask": 0.5106364160776138, "decode.d3.loss_dice": 0.9543437510728836, "decode.d4.loss_cls": 0.4956007428467274, "decode.d4.loss_mask": 0.504290509223938, "decode.d4.loss_dice": 0.9638541430234909, "decode.d5.loss_cls": 0.4960729755461216, "decode.d5.loss_mask": 0.5067085564136505, "decode.d5.loss_dice": 0.9503391146659851, "decode.d6.loss_cls": 0.4576055511832237, "decode.d6.loss_mask": 0.5046279996633529, "decode.d6.loss_dice": 0.9587186604738236, "decode.d7.loss_cls": 0.4662716373801231, "decode.d7.loss_mask": 0.49742561876773833, "decode.d7.loss_dice": 0.9638196676969528, "decode.d8.loss_cls": 0.449504092335701, "decode.d8.loss_mask": 0.5106475919485092, "decode.d8.loss_dice": 0.951560840010643, "time": 0.5310398817062378, "memory": 7326, "step": 80150}
{"lr": 5.346838428638719e-06, "data_time": 0.009819579124450684, "grad_norm": 87.99219436645508, "loss": 28.543748569488525, "decode.loss_cls": 0.7013280272483826, "decode.loss_mask": 0.7639375418424607, "decode.loss_dice": 1.1163337111473084, "decode.d0.loss_cls": 2.4174651741981505, "decode.d0.loss_mask": 0.8358554303646087, "decode.d0.loss_dice": 1.4045051753520965, "decode.d1.loss_cls": 0.8251036703586578, "decode.d1.loss_mask": 0.8133103966712951, "decode.d1.loss_dice": 1.254730224609375, "decode.d2.loss_cls": 0.7502774357795715, "decode.d2.loss_mask": 0.7934673488140106, "decode.d2.loss_dice": 1.177236223220825, "decode.d3.loss_cls": 0.6963215664029121, "decode.d3.loss_mask": 0.7772455513477325, "decode.d3.loss_dice": 1.1385753452777863, "decode.d4.loss_cls": 0.6952766716480255, "decode.d4.loss_mask": 0.7703035950660706, "decode.d4.loss_dice": 1.1155438601970673, "decode.d5.loss_cls": 0.681885102391243, "decode.d5.loss_mask": 0.7699120104312897, "decode.d5.loss_dice": 1.126636451482773, "decode.d6.loss_cls": 0.7522384852170945, "decode.d6.loss_mask": 0.7641235709190368, "decode.d6.loss_dice": 1.1197347223758698, "decode.d7.loss_cls": 0.7346582263708115, "decode.d7.loss_mask": 0.7651122093200684, "decode.d7.loss_dice": 1.1536723256111145, "decode.d8.loss_cls": 0.7292925283312798, "decode.d8.loss_mask": 0.7571170032024384, "decode.d8.loss_dice": 1.1425497233867645, "time": 0.557492446899414, "memory": 7263, "step": 80200}
{"lr": 5.343823199705674e-06, "data_time": 0.009714317321777344, "grad_norm": 93.81658248901367, "loss": 27.005680894851686, "decode.loss_cls": 0.6919754512608052, "decode.loss_mask": 0.531227020919323, "decode.loss_dice": 1.2785219579935074, "decode.d0.loss_cls": 2.2259422659873964, "decode.d0.loss_mask": 0.6279595509171486, "decode.d0.loss_dice": 1.4391308456659317, "decode.d1.loss_cls": 0.8377046510577202, "decode.d1.loss_mask": 0.5834938988089562, "decode.d1.loss_dice": 1.301163475215435, "decode.d2.loss_cls": 0.7464990794658661, "decode.d2.loss_mask": 0.5567000687122345, "decode.d2.loss_dice": 1.2711413353681564, "decode.d3.loss_cls": 0.7313014030456543, "decode.d3.loss_mask": 0.5498964279890061, "decode.d3.loss_dice": 1.2528919458389283, "decode.d4.loss_cls": 0.7270809322595596, "decode.d4.loss_mask": 0.542143851518631, "decode.d4.loss_dice": 1.2323696911334991, "decode.d5.loss_cls": 0.6748912811279297, "decode.d5.loss_mask": 0.564950293302536, "decode.d5.loss_dice": 1.2352795884013177, "decode.d6.loss_cls": 0.6809559769928455, "decode.d6.loss_mask": 0.5458327233791351, "decode.d6.loss_dice": 1.233149527013302, "decode.d7.loss_cls": 0.7076358921825886, "decode.d7.loss_mask": 0.5438061416149139, "decode.d7.loss_dice": 1.2608815863728524, "decode.d8.loss_cls": 0.6204486526548862, "decode.d8.loss_mask": 0.5465439021587372, "decode.d8.loss_dice": 1.2641613095998765, "time": 0.5310498952865601, "memory": 7224, "step": 80250}
{"lr": 5.340807781724121e-06, "data_time": 0.009872007369995116, "grad_norm": 81.65571441650391, "loss": 22.858689498901366, "decode.loss_cls": 0.46126956567168237, "decode.loss_mask": 0.6565942078828811, "decode.loss_dice": 0.925336217880249, "decode.d0.loss_cls": 2.120923089981079, "decode.d0.loss_mask": 0.7032852381467819, "decode.d0.loss_dice": 1.17192901968956, "decode.d1.loss_cls": 0.5501223489642143, "decode.d1.loss_mask": 0.7151962041854858, "decode.d1.loss_dice": 1.04118672311306, "decode.d2.loss_cls": 0.4970578595995903, "decode.d2.loss_mask": 0.6941128194332122, "decode.d2.loss_dice": 0.9798903852701187, "decode.d3.loss_cls": 0.43688498958945277, "decode.d3.loss_mask": 0.6887952521443367, "decode.d3.loss_dice": 0.9785127729177475, "decode.d4.loss_cls": 0.41525996327400205, "decode.d4.loss_mask": 0.6909991383552552, "decode.d4.loss_dice": 0.9349095284938812, "decode.d5.loss_cls": 0.4755581170320511, "decode.d5.loss_mask": 0.659809547662735, "decode.d5.loss_dice": 0.9318661242723465, "decode.d6.loss_cls": 0.4819495789706707, "decode.d6.loss_mask": 0.6557497978210449, "decode.d6.loss_dice": 0.9247330158948899, "decode.d7.loss_cls": 0.44759500250220297, "decode.d7.loss_mask": 0.6550627768039703, "decode.d7.loss_dice": 0.9242457419633865, "decode.d8.loss_cls": 0.44387133345007895, "decode.d8.loss_mask": 0.6637758761644363, "decode.d8.loss_dice": 0.9322073638439179, "time": 0.5592167854309082, "memory": 7212, "step": 80300}
{"lr": 5.337792174563603e-06, "data_time": 0.009770369529724121, "grad_norm": 101.08510208129883, "loss": 24.029162311553954, "decode.loss_cls": 0.47205535173416135, "decode.loss_mask": 0.608988755941391, "decode.loss_dice": 1.0456259548664093, "decode.d0.loss_cls": 2.279216969013214, "decode.d0.loss_mask": 0.6193128556013108, "decode.d0.loss_dice": 1.2191613525152207, "decode.d1.loss_cls": 0.6443088293075562, "decode.d1.loss_mask": 0.6181530058383942, "decode.d1.loss_dice": 1.1227685242891312, "decode.d2.loss_cls": 0.6193284928798676, "decode.d2.loss_mask": 0.6087667673826218, "decode.d2.loss_dice": 1.0552097380161285, "decode.d3.loss_cls": 0.588202303647995, "decode.d3.loss_mask": 0.6327357888221741, "decode.d3.loss_dice": 1.062984624505043, "decode.d4.loss_cls": 0.5651083558797836, "decode.d4.loss_mask": 0.5986322820186615, "decode.d4.loss_dice": 1.0467120319604875, "decode.d5.loss_cls": 0.5466560065746308, "decode.d5.loss_mask": 0.6133997201919555, "decode.d5.loss_dice": 1.045083424448967, "decode.d6.loss_cls": 0.5291461795568466, "decode.d6.loss_mask": 0.6015862286090851, "decode.d6.loss_dice": 1.0130731821060182, "decode.d7.loss_cls": 0.5412667483091355, "decode.d7.loss_mask": 0.5908831626176834, "decode.d7.loss_dice": 1.0257741451263427, "decode.d8.loss_cls": 0.5038988023996354, "decode.d8.loss_mask": 0.5763570070266724, "decode.d8.loss_dice": 1.0347655236721038, "time": 0.5341673612594604, "memory": 7243, "step": 80350}
{"lr": 5.334776378093475e-06, "data_time": 0.009878182411193847, "grad_norm": 90.26406936645508, "loss": 19.96338562965393, "decode.loss_cls": 0.34150184243917464, "decode.loss_mask": 0.5854935511946678, "decode.loss_dice": 0.8046644538640976, "decode.d0.loss_cls": 2.052242636680603, "decode.d0.loss_mask": 0.6259773343801498, "decode.d0.loss_dice": 0.9316404178738594, "decode.d1.loss_cls": 0.5289459481835366, "decode.d1.loss_mask": 0.6099451258778572, "decode.d1.loss_dice": 0.8577620893716812, "decode.d2.loss_cls": 0.4317500241100788, "decode.d2.loss_mask": 0.6262430638074875, "decode.d2.loss_dice": 0.8347298413515091, "decode.d3.loss_cls": 0.3559532642364502, "decode.d3.loss_mask": 0.628654557466507, "decode.d3.loss_dice": 0.8207828223705291, "decode.d4.loss_cls": 0.33920093476772306, "decode.d4.loss_mask": 0.649076709151268, "decode.d4.loss_dice": 0.8463666170835495, "decode.d5.loss_cls": 0.3601618766784668, "decode.d5.loss_mask": 0.6077837958931923, "decode.d5.loss_dice": 0.8707483798265457, "decode.d6.loss_cls": 0.3244611620903015, "decode.d6.loss_mask": 0.6080266982316971, "decode.d6.loss_dice": 0.8256265968084335, "decode.d7.loss_cls": 0.3445241943001747, "decode.d7.loss_mask": 0.5905046433210372, "decode.d7.loss_dice": 0.8035772204399109, "decode.d8.loss_cls": 0.32540049850940705, "decode.d8.loss_mask": 0.5994756758213043, "decode.d8.loss_dice": 0.8321637660264969, "time": 0.5311769723892212, "memory": 7307, "step": 80400}
{"lr": 5.331760392182933e-06, "data_time": 0.009955763816833496, "grad_norm": 95.0610523223877, "loss": 20.64913902282715, "decode.loss_cls": 0.35207015052437785, "decode.loss_mask": 0.6005997657775879, "decode.loss_dice": 0.853468731045723, "decode.d0.loss_cls": 1.9621903777122498, "decode.d0.loss_mask": 0.6495066940784454, "decode.d0.loss_dice": 0.9551228970289231, "decode.d1.loss_cls": 0.534426037967205, "decode.d1.loss_mask": 0.6235674083232879, "decode.d1.loss_dice": 0.933908012509346, "decode.d2.loss_cls": 0.43522938117384913, "decode.d2.loss_mask": 0.6077754676342011, "decode.d2.loss_dice": 0.9061251312494278, "decode.d3.loss_cls": 0.4451094686985016, "decode.d3.loss_mask": 0.6113220542669296, "decode.d3.loss_dice": 0.867170798778534, "decode.d4.loss_cls": 0.4046038374304771, "decode.d4.loss_mask": 0.6094743400812149, "decode.d4.loss_dice": 0.9030831903219223, "decode.d5.loss_cls": 0.3722812615334988, "decode.d5.loss_mask": 0.6047560036182403, "decode.d5.loss_dice": 0.89715276658535, "decode.d6.loss_cls": 0.3820831663906574, "decode.d6.loss_mask": 0.6017067134380341, "decode.d6.loss_dice": 0.8552151769399643, "decode.d7.loss_cls": 0.40076757222414017, "decode.d7.loss_mask": 0.5873817324638366, "decode.d7.loss_dice": 0.8398407489061356, "decode.d8.loss_cls": 0.38677665814757345, "decode.d8.loss_mask": 0.6018034100532532, "decode.d8.loss_dice": 0.8646195083856583, "time": 0.5591329097747803, "memory": 7235, "step": 80450}
{"lr": 5.328744216700997e-06, "data_time": 0.009764504432678223, "grad_norm": 83.60842971801758, "loss": 21.31012592315674, "decode.loss_cls": 0.5316915929317474, "decode.loss_mask": 0.5463782086968422, "decode.loss_dice": 0.8367397248744964, "decode.d0.loss_cls": 1.9314686179161071, "decode.d0.loss_mask": 0.6251199066638946, "decode.d0.loss_dice": 0.9932764768600464, "decode.d1.loss_cls": 0.6949847415089607, "decode.d1.loss_mask": 0.5757205039262772, "decode.d1.loss_dice": 0.9434603676199913, "decode.d2.loss_cls": 0.5672938793897628, "decode.d2.loss_mask": 0.5519916966557503, "decode.d2.loss_dice": 0.8862580463290215, "decode.d3.loss_cls": 0.5184505119919777, "decode.d3.loss_mask": 0.5476051315665245, "decode.d3.loss_dice": 0.8577646166086197, "decode.d4.loss_cls": 0.5754304364323616, "decode.d4.loss_mask": 0.5471290677785874, "decode.d4.loss_dice": 0.868779157102108, "decode.d5.loss_cls": 0.48865652829408646, "decode.d5.loss_mask": 0.5570278659462928, "decode.d5.loss_dice": 0.8528623357415199, "decode.d6.loss_cls": 0.4996148243546486, "decode.d6.loss_mask": 0.5587564781308174, "decode.d6.loss_dice": 0.8596452042460442, "decode.d7.loss_cls": 0.5494132757186889, "decode.d7.loss_mask": 0.5530946537852287, "decode.d7.loss_dice": 0.867414291203022, "decode.d8.loss_cls": 0.5292887941002846, "decode.d8.loss_mask": 0.5482783541083336, "decode.d8.loss_dice": 0.8465300053358078, "time": 0.5332520723342895, "memory": 7218, "step": 80500}
{"lr": 5.32572785151651e-06, "data_time": 0.009831786155700684, "grad_norm": 86.02947463989258, "loss": 25.462783336639404, "decode.loss_cls": 0.6475343778729439, "decode.loss_mask": 0.5975666224956513, "decode.loss_dice": 1.0779314756393432, "decode.d0.loss_cls": 2.2255135416984557, "decode.d0.loss_mask": 0.6773023247718811, "decode.d0.loss_dice": 1.294202733039856, "decode.d1.loss_cls": 0.7845326468348504, "decode.d1.loss_mask": 0.6512519061565399, "decode.d1.loss_dice": 1.1408291459083557, "decode.d2.loss_cls": 0.7565956726670265, "decode.d2.loss_mask": 0.6221361458301544, "decode.d2.loss_dice": 1.127403700351715, "decode.d3.loss_cls": 0.6134608596563339, "decode.d3.loss_mask": 0.6102039366960526, "decode.d3.loss_dice": 1.1058463275432586, "decode.d4.loss_cls": 0.6205050930380821, "decode.d4.loss_mask": 0.6194091141223907, "decode.d4.loss_dice": 1.1210799515247345, "decode.d5.loss_cls": 0.6616883412003517, "decode.d5.loss_mask": 0.5990099996328354, "decode.d5.loss_dice": 1.0868140071630479, "decode.d6.loss_cls": 0.5775689855217934, "decode.d6.loss_mask": 0.597725585103035, "decode.d6.loss_dice": 1.0869900315999985, "decode.d7.loss_cls": 0.5672438964247704, "decode.d7.loss_mask": 0.6125388026237488, "decode.d7.loss_dice": 1.0977217614650727, "decode.d8.loss_cls": 0.5984949938952923, "decode.d8.loss_mask": 0.6178923517465591, "decode.d8.loss_dice": 1.0657888054847717, "time": 0.5340155601501465, "memory": 7225, "step": 80550}
{"lr": 5.322711296498143e-06, "data_time": 0.009979629516601562, "grad_norm": 100.80835723876953, "loss": 25.057965660095213, "decode.loss_cls": 0.6571335196495056, "decode.loss_mask": 0.7912348091602326, "decode.loss_dice": 0.8430030882358551, "decode.d0.loss_cls": 2.13524671792984, "decode.d0.loss_mask": 0.8757371634244919, "decode.d0.loss_dice": 0.9946214199066162, "decode.d1.loss_cls": 0.6989437714219093, "decode.d1.loss_mask": 0.8267488420009613, "decode.d1.loss_dice": 0.9219711601734162, "decode.d2.loss_cls": 0.6910449951887131, "decode.d2.loss_mask": 0.7484302818775177, "decode.d2.loss_dice": 0.8927792966365814, "decode.d3.loss_cls": 0.6600768208503723, "decode.d3.loss_mask": 0.7830489277839661, "decode.d3.loss_dice": 0.8770410597324372, "decode.d4.loss_cls": 0.6720539674162864, "decode.d4.loss_mask": 0.7912217617034912, "decode.d4.loss_dice": 0.8870369136333466, "decode.d5.loss_cls": 0.6907308146357536, "decode.d5.loss_mask": 0.7787597477436066, "decode.d5.loss_dice": 0.8829668641090394, "decode.d6.loss_cls": 0.6222193658351898, "decode.d6.loss_mask": 0.8023892492055893, "decode.d6.loss_dice": 0.8784377992153167, "decode.d7.loss_cls": 0.6713629230856896, "decode.d7.loss_mask": 0.7868597418069839, "decode.d7.loss_dice": 0.8711930215358734, "decode.d8.loss_cls": 0.6585438445210456, "decode.d8.loss_mask": 0.8057937085628509, "decode.d8.loss_dice": 0.8613336384296417, "time": 0.5324580907821655, "memory": 7297, "step": 80600}
{"lr": 5.319694551514398e-06, "data_time": 0.00985715389251709, "grad_norm": 93.79301986694335, "loss": 25.487790012359618, "decode.loss_cls": 0.6738744482398034, "decode.loss_mask": 0.5977278739213944, "decode.loss_dice": 0.9874207317829132, "decode.d0.loss_cls": 2.4036372542381286, "decode.d0.loss_mask": 0.7083397299051285, "decode.d0.loss_dice": 1.2122830599546432, "decode.d1.loss_cls": 1.0340212166309357, "decode.d1.loss_mask": 0.6434806644916534, "decode.d1.loss_dice": 1.0843175798654556, "decode.d2.loss_cls": 0.8165596768260002, "decode.d2.loss_mask": 0.6179766893386841, "decode.d2.loss_dice": 1.0127543658018112, "decode.d3.loss_cls": 0.746188509464264, "decode.d3.loss_mask": 0.5966296032071113, "decode.d3.loss_dice": 0.986133462190628, "decode.d4.loss_cls": 0.7395998507738113, "decode.d4.loss_mask": 0.5922595724463463, "decode.d4.loss_dice": 1.016217616200447, "decode.d5.loss_cls": 0.7330776274204254, "decode.d5.loss_mask": 0.5864344894886017, "decode.d5.loss_dice": 0.949183639883995, "decode.d6.loss_cls": 0.6632571011781693, "decode.d6.loss_mask": 0.5963182970881462, "decode.d6.loss_dice": 0.949589404463768, "decode.d7.loss_cls": 0.7010702237486839, "decode.d7.loss_mask": 0.6034638389945031, "decode.d7.loss_dice": 0.9922872990369797, "decode.d8.loss_cls": 0.6680259048938751, "decode.d8.loss_mask": 0.6028358817100525, "decode.d8.loss_dice": 0.9728248298168183, "time": 0.5323403120040894, "memory": 7195, "step": 80650}
{"lr": 5.316677616433601e-06, "data_time": 0.009954404830932618, "grad_norm": 100.1249755859375, "loss": 22.594006252288818, "decode.loss_cls": 0.6563948154449463, "decode.loss_mask": 0.5307323336601257, "decode.loss_dice": 0.8451216697692872, "decode.d0.loss_cls": 2.1698282957077026, "decode.d0.loss_mask": 0.5932528868317604, "decode.d0.loss_dice": 0.9946776360273362, "decode.d1.loss_cls": 0.7138173639774322, "decode.d1.loss_mask": 0.5811984211206436, "decode.d1.loss_dice": 0.9420800477266311, "decode.d2.loss_cls": 0.6739138245582581, "decode.d2.loss_mask": 0.5523223727941513, "decode.d2.loss_dice": 0.8902432858943939, "decode.d3.loss_cls": 0.7431390553712844, "decode.d3.loss_mask": 0.5309224292635918, "decode.d3.loss_dice": 0.8664841026067733, "decode.d4.loss_cls": 0.6479637801647187, "decode.d4.loss_mask": 0.5420774728059768, "decode.d4.loss_dice": 0.8730054378509522, "decode.d5.loss_cls": 0.6749532431364059, "decode.d5.loss_mask": 0.5298335313796997, "decode.d5.loss_dice": 0.8950944811105728, "decode.d6.loss_cls": 0.6117499321699142, "decode.d6.loss_mask": 0.5374572232365609, "decode.d6.loss_dice": 0.8719655692577362, "decode.d7.loss_cls": 0.6853369787335396, "decode.d7.loss_mask": 0.5258095681667327, "decode.d7.loss_dice": 0.8720538884401321, "decode.d8.loss_cls": 0.6438390374183655, "decode.d8.loss_mask": 0.5400535307824612, "decode.d8.loss_dice": 0.8586828380823135, "time": 0.5566562652587891, "memory": 7231, "step": 80700}
{"lr": 5.3136604911238985e-06, "data_time": 0.010056161880493164, "grad_norm": 102.34503479003907, "loss": 22.312018060684203, "decode.loss_cls": 0.5636826656758785, "decode.loss_mask": 0.5520878672599793, "decode.loss_dice": 0.9357404202222824, "decode.d0.loss_cls": 2.0208786725997925, "decode.d0.loss_mask": 0.615578331053257, "decode.d0.loss_dice": 1.0476054802536965, "decode.d1.loss_cls": 0.5346887774765492, "decode.d1.loss_mask": 0.6275900781154633, "decode.d1.loss_dice": 1.0024014011025428, "decode.d2.loss_cls": 0.4966747686266899, "decode.d2.loss_mask": 0.5887637719511986, "decode.d2.loss_dice": 0.9819602012634278, "decode.d3.loss_cls": 0.5162822164595127, "decode.d3.loss_mask": 0.5905761793255806, "decode.d3.loss_dice": 0.9691384598612786, "decode.d4.loss_cls": 0.49351658634841444, "decode.d4.loss_mask": 0.6009650260210038, "decode.d4.loss_dice": 1.0003883749246598, "decode.d5.loss_cls": 0.49699887335300447, "decode.d5.loss_mask": 0.5925335794687271, "decode.d5.loss_dice": 0.9483624085783958, "decode.d6.loss_cls": 0.5836508512496948, "decode.d6.loss_mask": 0.5607474401593209, "decode.d6.loss_dice": 0.9463133573532104, "decode.d7.loss_cls": 0.5346026688814163, "decode.d7.loss_mask": 0.5566018387675286, "decode.d7.loss_dice": 0.9597482964396477, "decode.d8.loss_cls": 0.5456487987190485, "decode.d8.loss_mask": 0.5413978651165963, "decode.d8.loss_dice": 0.9068925723433494, "time": 0.531839919090271, "memory": 7212, "step": 80750}
{"lr": 5.3106431754532686e-06, "data_time": 0.00996382236480713, "grad_norm": 84.81247749328614, "loss": 26.345562744140626, "decode.loss_cls": 0.6899350255727768, "decode.loss_mask": 0.6709189802408219, "decode.loss_dice": 1.0125529229640962, "decode.d0.loss_cls": 2.3323398351669313, "decode.d0.loss_mask": 0.7332036465406417, "decode.d0.loss_dice": 1.1660499274730682, "decode.d1.loss_cls": 0.9310957849025726, "decode.d1.loss_mask": 0.6825330257415771, "decode.d1.loss_dice": 1.0627457261085511, "decode.d2.loss_cls": 0.8198150932788849, "decode.d2.loss_mask": 0.6809780120849609, "decode.d2.loss_dice": 1.0446684867143632, "decode.d3.loss_cls": 0.7718210756778717, "decode.d3.loss_mask": 0.721494448184967, "decode.d3.loss_dice": 1.018649610877037, "decode.d4.loss_cls": 0.7560045570135117, "decode.d4.loss_mask": 0.7012703090906143, "decode.d4.loss_dice": 1.0222660779953003, "decode.d5.loss_cls": 0.7427198946475982, "decode.d5.loss_mask": 0.6969882190227509, "decode.d5.loss_dice": 1.004803392291069, "decode.d6.loss_cls": 0.6685022234916687, "decode.d6.loss_mask": 0.6959225088357925, "decode.d6.loss_dice": 1.0212195992469788, "decode.d7.loss_cls": 0.7038651004433631, "decode.d7.loss_mask": 0.669891619682312, "decode.d7.loss_dice": 0.9729504138231277, "decode.d8.loss_cls": 0.6917408615350723, "decode.d8.loss_mask": 0.6713639020919799, "decode.d8.loss_dice": 0.9872519314289093, "time": 0.5568037271499634, "memory": 7230, "step": 80800}
{"lr": 5.307625669289512e-06, "data_time": 0.009745049476623534, "grad_norm": 96.1874568939209, "loss": 21.794224309921265, "decode.loss_cls": 0.47951348386704923, "decode.loss_mask": 0.6307021394371987, "decode.loss_dice": 0.8298644170165062, "decode.d0.loss_cls": 2.1231304585933684, "decode.d0.loss_mask": 0.6921558856964112, "decode.d0.loss_dice": 0.9917950674891471, "decode.d1.loss_cls": 0.5697079189121723, "decode.d1.loss_mask": 0.6492971479892731, "decode.d1.loss_dice": 0.9253317959606647, "decode.d2.loss_cls": 0.5785425543785095, "decode.d2.loss_mask": 0.6300412952899933, "decode.d2.loss_dice": 0.8535274900496006, "decode.d3.loss_cls": 0.5647017158567905, "decode.d3.loss_mask": 0.6481667697429657, "decode.d3.loss_dice": 0.8424737982451915, "decode.d4.loss_cls": 0.5204047862440347, "decode.d4.loss_mask": 0.6415006533265114, "decode.d4.loss_dice": 0.8326589457690716, "decode.d5.loss_cls": 0.4799704447388649, "decode.d5.loss_mask": 0.6552324831485749, "decode.d5.loss_dice": 0.8286658458411693, "decode.d6.loss_cls": 0.47900758385658265, "decode.d6.loss_mask": 0.6360305964946746, "decode.d6.loss_dice": 0.8268876813352108, "decode.d7.loss_cls": 0.4692506805062294, "decode.d7.loss_mask": 0.6361217767000198, "decode.d7.loss_dice": 0.8438392639160156, "decode.d8.loss_cls": 0.48192815855145454, "decode.d8.loss_mask": 0.6258303701877594, "decode.d8.loss_dice": 0.8279429592192173, "time": 0.5294859409332275, "memory": 7207, "step": 80850}
{"lr": 5.304607972500254e-06, "data_time": 0.009917736053466797, "grad_norm": 86.81577911376954, "loss": 23.83798232078552, "decode.loss_cls": 0.528540076315403, "decode.loss_mask": 0.6246978253126144, "decode.loss_dice": 0.9284159570932389, "decode.d0.loss_cls": 2.109605634212494, "decode.d0.loss_mask": 0.7985219955444336, "decode.d0.loss_dice": 1.1568495452404022, "decode.d1.loss_cls": 0.7656006142497063, "decode.d1.loss_mask": 0.6579892843961715, "decode.d1.loss_dice": 1.0044694527983666, "decode.d2.loss_cls": 0.716625626385212, "decode.d2.loss_mask": 0.643266573548317, "decode.d2.loss_dice": 1.0085627064108849, "decode.d3.loss_cls": 0.7159471899271012, "decode.d3.loss_mask": 0.6165672928094864, "decode.d3.loss_dice": 0.9476282805204391, "decode.d4.loss_cls": 0.6379671014845372, "decode.d4.loss_mask": 0.6000539392232895, "decode.d4.loss_dice": 0.9357474088668823, "decode.d5.loss_cls": 0.596067925542593, "decode.d5.loss_mask": 0.6062968134880066, "decode.d5.loss_dice": 0.9288318887352943, "decode.d6.loss_cls": 0.5667252905666829, "decode.d6.loss_mask": 0.6239242732524872, "decode.d6.loss_dice": 0.9312430381774902, "decode.d7.loss_cls": 0.5415692560374736, "decode.d7.loss_mask": 0.6180093258619308, "decode.d7.loss_dice": 0.9327254116535186, "decode.d8.loss_cls": 0.5133059374988079, "decode.d8.loss_mask": 0.631051778793335, "decode.d8.loss_dice": 0.9511745721101761, "time": 0.531082272529602, "memory": 7225, "step": 80900}
{"lr": 5.301590084952948e-06, "data_time": 0.009809398651123047, "grad_norm": 75.89728164672852, "loss": 25.156639671325685, "decode.loss_cls": 0.6879231780767441, "decode.loss_mask": 0.6499441266059875, "decode.loss_dice": 0.9229838430881501, "decode.d0.loss_cls": 2.257153022289276, "decode.d0.loss_mask": 0.761404862999916, "decode.d0.loss_dice": 1.0643203616142274, "decode.d1.loss_cls": 0.8560561627149582, "decode.d1.loss_mask": 0.759539571404457, "decode.d1.loss_dice": 1.0265567362308503, "decode.d2.loss_cls": 0.7984632641077042, "decode.d2.loss_mask": 0.7154063701629638, "decode.d2.loss_dice": 0.9702445089817047, "decode.d3.loss_cls": 0.7413599103689194, "decode.d3.loss_mask": 0.6756794184446335, "decode.d3.loss_dice": 0.9257884919643402, "decode.d4.loss_cls": 0.7140644371509552, "decode.d4.loss_mask": 0.6786689296364784, "decode.d4.loss_dice": 0.924341481924057, "decode.d5.loss_cls": 0.6821274712681771, "decode.d5.loss_mask": 0.6784368440508842, "decode.d5.loss_dice": 0.9309374272823334, "decode.d6.loss_cls": 0.6818953961133957, "decode.d6.loss_mask": 0.6586317583918572, "decode.d6.loss_dice": 0.9020390808582306, "decode.d7.loss_cls": 0.6499795734882354, "decode.d7.loss_mask": 0.6698684424161911, "decode.d7.loss_dice": 0.9104074954986572, "decode.d8.loss_cls": 0.6608067795634269, "decode.d8.loss_mask": 0.6734597891569137, "decode.d8.loss_dice": 0.9281515002250671, "time": 0.5307222366333008, "memory": 7243, "step": 80950}
{"lr": 5.298572006514858e-06, "data_time": 0.00991675853729248, "grad_norm": 93.59294357299805, "loss": 27.18600368499756, "decode.loss_cls": 0.6210812591016293, "decode.loss_mask": 0.718831530213356, "decode.loss_dice": 1.129745426774025, "decode.d0.loss_cls": 2.3730122685432433, "decode.d0.loss_mask": 0.702842864394188, "decode.d0.loss_dice": 1.2684392541646958, "decode.d1.loss_cls": 0.803106002509594, "decode.d1.loss_mask": 0.7111421376466751, "decode.d1.loss_dice": 1.2410760045051574, "decode.d2.loss_cls": 0.7663785666227341, "decode.d2.loss_mask": 0.7315045118331909, "decode.d2.loss_dice": 1.1846109956502915, "decode.d3.loss_cls": 0.6895856209099293, "decode.d3.loss_mask": 0.7011722296476364, "decode.d3.loss_dice": 1.1532039403915406, "decode.d4.loss_cls": 0.6403622083365917, "decode.d4.loss_mask": 0.6844880282878876, "decode.d4.loss_dice": 1.1565184235572814, "decode.d5.loss_cls": 0.6466599762439728, "decode.d5.loss_mask": 0.6919566452503204, "decode.d5.loss_dice": 1.1403433948755264, "decode.d6.loss_cls": 0.6806278049945831, "decode.d6.loss_mask": 0.6913884699344635, "decode.d6.loss_dice": 1.1384907841682435, "decode.d7.loss_cls": 0.6459527544677257, "decode.d7.loss_mask": 0.6851348489522934, "decode.d7.loss_dice": 1.1469506829977036, "decode.d8.loss_cls": 0.5737015388906002, "decode.d8.loss_mask": 0.7136459618806839, "decode.d8.loss_dice": 1.1540496319532394, "time": 0.5589134931564331, "memory": 7279, "step": 81000}
{"lr": 5.295553737053091e-06, "data_time": 0.009896993637084961, "grad_norm": 86.67852783203125, "loss": 22.556816387176514, "decode.loss_cls": 0.5210267834365367, "decode.loss_mask": 0.5647539287805557, "decode.loss_dice": 0.9584439665079116, "decode.d0.loss_cls": 2.0561980843544005, "decode.d0.loss_mask": 0.6435636192560196, "decode.d0.loss_dice": 1.1347963005304336, "decode.d1.loss_cls": 0.6305442988872528, "decode.d1.loss_mask": 0.593449917435646, "decode.d1.loss_dice": 1.037478542327881, "decode.d2.loss_cls": 0.5468832790851593, "decode.d2.loss_mask": 0.5770349025726318, "decode.d2.loss_dice": 0.9956641674041748, "decode.d3.loss_cls": 0.4934183835983276, "decode.d3.loss_mask": 0.5787946611642838, "decode.d3.loss_dice": 0.978513965010643, "decode.d4.loss_cls": 0.49757142513990404, "decode.d4.loss_mask": 0.5735150665044785, "decode.d4.loss_dice": 0.9791386723518372, "decode.d5.loss_cls": 0.5135640971362591, "decode.d5.loss_mask": 0.5769868642091751, "decode.d5.loss_dice": 0.9760526239871978, "decode.d6.loss_cls": 0.5058086059987545, "decode.d6.loss_mask": 0.5738292515277863, "decode.d6.loss_dice": 0.9700525611639023, "decode.d7.loss_cls": 0.49579467102885244, "decode.d7.loss_mask": 0.5646175980567932, "decode.d7.loss_dice": 0.9752951979637146, "decode.d8.loss_cls": 0.5446425400674343, "decode.d8.loss_mask": 0.5682971566915512, "decode.d8.loss_dice": 0.931084218621254, "time": 0.5277131795883179, "memory": 7227, "step": 81050}
{"lr": 5.292535276434566e-06, "data_time": 0.01000521183013916, "grad_norm": 78.69670639038085, "loss": 23.388901901245116, "decode.loss_cls": 0.5719706028699875, "decode.loss_mask": 0.5754540055990219, "decode.loss_dice": 1.0162328511476517, "decode.d0.loss_cls": 1.8932575345039369, "decode.d0.loss_mask": 0.6334497720003128, "decode.d0.loss_dice": 1.212193089723587, "decode.d1.loss_cls": 0.6435976773500443, "decode.d1.loss_mask": 0.5995850503444672, "decode.d1.loss_dice": 1.0814444065093993, "decode.d2.loss_cls": 0.5954577967524528, "decode.d2.loss_mask": 0.5826086878776551, "decode.d2.loss_dice": 1.0671866238117218, "decode.d3.loss_cls": 0.6319522492587566, "decode.d3.loss_mask": 0.5638720124959946, "decode.d3.loss_dice": 1.0167033135890962, "decode.d4.loss_cls": 0.6086695492267609, "decode.d4.loss_mask": 0.563231810927391, "decode.d4.loss_dice": 1.025539094209671, "decode.d5.loss_cls": 0.5613736405968666, "decode.d5.loss_mask": 0.5656372904777527, "decode.d5.loss_dice": 1.0123826444149018, "decode.d6.loss_cls": 0.5832110583782196, "decode.d6.loss_mask": 0.5536620795726777, "decode.d6.loss_dice": 0.9841160088777542, "decode.d7.loss_cls": 0.591311714053154, "decode.d7.loss_mask": 0.5538511455059052, "decode.d7.loss_dice": 1.0045196950435638, "decode.d8.loss_cls": 0.5689229495823384, "decode.d8.loss_mask": 0.5616396099328995, "decode.d8.loss_dice": 0.9658683896064758, "time": 0.5333287715911865, "memory": 7302, "step": 81100}
{"lr": 5.289516624526021e-06, "data_time": 0.009933233261108398, "grad_norm": 87.81520919799804, "loss": 30.484092712402344, "decode.loss_cls": 0.69658587500453, "decode.loss_mask": 0.8231276482343673, "decode.loss_dice": 1.2696843653917314, "decode.d0.loss_cls": 2.2701144933700563, "decode.d0.loss_mask": 0.9002504378557206, "decode.d0.loss_dice": 1.6092550098896026, "decode.d1.loss_cls": 0.9290118858218193, "decode.d1.loss_mask": 0.8415685892105103, "decode.d1.loss_dice": 1.3810569405555726, "decode.d2.loss_cls": 0.7827280402183533, "decode.d2.loss_mask": 0.8132657527923584, "decode.d2.loss_dice": 1.3094085872173309, "decode.d3.loss_cls": 0.7219987109303474, "decode.d3.loss_mask": 0.807298144698143, "decode.d3.loss_dice": 1.273831644654274, "decode.d4.loss_cls": 0.6690445274114609, "decode.d4.loss_mask": 0.8181484937667847, "decode.d4.loss_dice": 1.3096289098262788, "decode.d5.loss_cls": 0.6566006898880005, "decode.d5.loss_mask": 0.827605152130127, "decode.d5.loss_dice": 1.3178463250398635, "decode.d6.loss_cls": 0.730750261247158, "decode.d6.loss_mask": 0.8395251423120499, "decode.d6.loss_dice": 1.285012000799179, "decode.d7.loss_cls": 0.7058971658349037, "decode.d7.loss_mask": 0.8418690413236618, "decode.d7.loss_dice": 1.2855836629867554, "decode.d8.loss_cls": 0.6655078381299973, "decode.d8.loss_mask": 0.8321278750896454, "decode.d8.loss_dice": 1.269759050011635, "time": 0.5359289169311523, "memory": 7254, "step": 81150}
{"lr": 5.286497781194025e-06, "data_time": 0.009987306594848634, "grad_norm": 77.88731842041015, "loss": 18.180531358718873, "decode.loss_cls": 0.36866981610655786, "decode.loss_mask": 0.4940536841750145, "decode.loss_dice": 0.7128115832805634, "decode.d0.loss_cls": 2.0431822657585146, "decode.d0.loss_mask": 0.5596719712018967, "decode.d0.loss_dice": 0.828112182021141, "decode.d1.loss_cls": 0.47599574774503706, "decode.d1.loss_mask": 0.5477730661630631, "decode.d1.loss_dice": 0.7808869391679764, "decode.d2.loss_cls": 0.40533353835344316, "decode.d2.loss_mask": 0.5177935004234314, "decode.d2.loss_dice": 0.7510063409805298, "decode.d3.loss_cls": 0.3807957798242569, "decode.d3.loss_mask": 0.5169810444116593, "decode.d3.loss_dice": 0.7173041522502899, "decode.d4.loss_cls": 0.3709474094212055, "decode.d4.loss_mask": 0.5194722071290017, "decode.d4.loss_dice": 0.7178536295890808, "decode.d5.loss_cls": 0.37867837995290754, "decode.d5.loss_mask": 0.5064617186784744, "decode.d5.loss_dice": 0.7591253876686096, "decode.d6.loss_cls": 0.36307125836610793, "decode.d6.loss_mask": 0.49997029155492784, "decode.d6.loss_dice": 0.7451373368501664, "decode.d7.loss_cls": 0.37445865049958227, "decode.d7.loss_mask": 0.5251068085432052, "decode.d7.loss_dice": 0.7282346159219741, "decode.d8.loss_cls": 0.39459092915058136, "decode.d8.loss_mask": 0.48566250801086425, "decode.d8.loss_dice": 0.7113882780075074, "time": 0.5327858209609986, "memory": 7243, "step": 81200}
{"lr": 5.283478746304967e-06, "data_time": 0.010231494903564453, "grad_norm": 96.52578735351562, "loss": 20.692186069488525, "decode.loss_cls": 0.3570309653878212, "decode.loss_mask": 0.6624156653881073, "decode.loss_dice": 0.8448673009872436, "decode.d0.loss_cls": 1.6739146769046784, "decode.d0.loss_mask": 0.7439928770065307, "decode.d0.loss_dice": 0.9803343385457992, "decode.d1.loss_cls": 0.48849351704120636, "decode.d1.loss_mask": 0.644350117444992, "decode.d1.loss_dice": 0.8968072175979614, "decode.d2.loss_cls": 0.4204798057675362, "decode.d2.loss_mask": 0.6809956505894661, "decode.d2.loss_dice": 0.9051102668046951, "decode.d3.loss_cls": 0.37106667309999464, "decode.d3.loss_mask": 0.6715363204479218, "decode.d3.loss_dice": 0.8665817022323609, "decode.d4.loss_cls": 0.403861103951931, "decode.d4.loss_mask": 0.6753727287054062, "decode.d4.loss_dice": 0.8599754869937897, "decode.d5.loss_cls": 0.3858252063393593, "decode.d5.loss_mask": 0.6654944717884064, "decode.d5.loss_dice": 0.8574806064367294, "decode.d6.loss_cls": 0.38693536072969437, "decode.d6.loss_mask": 0.6611145377159119, "decode.d6.loss_dice": 0.830760195851326, "decode.d7.loss_cls": 0.3923107847571373, "decode.d7.loss_mask": 0.658882662653923, "decode.d7.loss_dice": 0.8311294674873352, "decode.d8.loss_cls": 0.37379399985074996, "decode.d8.loss_mask": 0.66111561357975, "decode.d8.loss_dice": 0.8401566833257675, "time": 0.5545602798461914, "memory": 7223, "step": 81250}
{"lr": 5.2804595197250525e-06, "data_time": 0.009746479988098144, "grad_norm": 82.1232063293457, "loss": 23.449120903015135, "decode.loss_cls": 0.6872284688055516, "decode.loss_mask": 0.567523193359375, "decode.loss_dice": 0.9252568423748017, "decode.d0.loss_cls": 2.0458248436450956, "decode.d0.loss_mask": 0.6257536381483078, "decode.d0.loss_dice": 1.056870847940445, "decode.d1.loss_cls": 0.7678209818899632, "decode.d1.loss_mask": 0.590466833114624, "decode.d1.loss_dice": 1.017660140991211, "decode.d2.loss_cls": 0.7003182034939528, "decode.d2.loss_mask": 0.5685552000999451, "decode.d2.loss_dice": 0.9690654754638672, "decode.d3.loss_cls": 0.6836157687008381, "decode.d3.loss_mask": 0.5589515477418899, "decode.d3.loss_dice": 0.9159143686294555, "decode.d4.loss_cls": 0.6918220408260822, "decode.d4.loss_mask": 0.5595527797937393, "decode.d4.loss_dice": 0.9351620495319366, "decode.d5.loss_cls": 0.6761126190423965, "decode.d5.loss_mask": 0.5476357519626618, "decode.d5.loss_dice": 0.9122830867767334, "decode.d6.loss_cls": 0.700338926166296, "decode.d6.loss_mask": 0.5462889283895492, "decode.d6.loss_dice": 0.904854702949524, "decode.d7.loss_cls": 0.6776689514517784, "decode.d7.loss_mask": 0.5463593363761902, "decode.d7.loss_dice": 0.894159859418869, "decode.d8.loss_cls": 0.696721513569355, "decode.d8.loss_mask": 0.5559930562973022, "decode.d8.loss_dice": 0.9233412504196167, "time": 0.531561279296875, "memory": 7205, "step": 81300}
{"lr": 5.277440101320315e-06, "data_time": 0.009775924682617187, "grad_norm": 95.43163261413574, "loss": 29.58819923400879, "decode.loss_cls": 0.7031914912164211, "decode.loss_mask": 0.7655619144439697, "decode.loss_dice": 1.2423923015594482, "decode.d0.loss_cls": 2.300326633453369, "decode.d0.loss_mask": 0.8391518384218216, "decode.d0.loss_dice": 1.4736682415008544, "decode.d1.loss_cls": 0.8413260474801063, "decode.d1.loss_mask": 0.8277189671993256, "decode.d1.loss_dice": 1.3731483727693559, "decode.d2.loss_cls": 0.7805482380092144, "decode.d2.loss_mask": 0.7637984305620193, "decode.d2.loss_dice": 1.349013951420784, "decode.d3.loss_cls": 0.715389097481966, "decode.d3.loss_mask": 0.7746693521738053, "decode.d3.loss_dice": 1.2784421473741532, "decode.d4.loss_cls": 0.6737704955041408, "decode.d4.loss_mask": 0.7683386504650116, "decode.d4.loss_dice": 1.279437217116356, "decode.d5.loss_cls": 0.6379637010395527, "decode.d5.loss_mask": 0.7824541211128235, "decode.d5.loss_dice": 1.254261064529419, "decode.d6.loss_cls": 0.6627079509198666, "decode.d6.loss_mask": 0.7805045187473297, "decode.d6.loss_dice": 1.2610122054815291, "decode.d7.loss_cls": 0.6754615224897862, "decode.d7.loss_mask": 0.774539652466774, "decode.d7.loss_dice": 1.263603064417839, "decode.d8.loss_cls": 0.6761735036969185, "decode.d8.loss_mask": 0.785253393650055, "decode.d8.loss_dice": 1.2843711972236633, "time": 0.5567038059234619, "memory": 7245, "step": 81350}
{"lr": 5.274420490956606e-06, "data_time": 0.00977466106414795, "grad_norm": 92.21248321533203, "loss": 27.95939540863037, "decode.loss_cls": 0.6731252163648606, "decode.loss_mask": 0.7214955016970634, "decode.loss_dice": 1.1459959149360657, "decode.d0.loss_cls": 2.1851800799369814, "decode.d0.loss_mask": 0.8195162951946259, "decode.d0.loss_dice": 1.393309772014618, "decode.d1.loss_cls": 0.8105001479387284, "decode.d1.loss_mask": 0.7705812841653824, "decode.d1.loss_dice": 1.304061734676361, "decode.d2.loss_cls": 0.6792381137609482, "decode.d2.loss_mask": 0.7711267530918121, "decode.d2.loss_dice": 1.2506688386201859, "decode.d3.loss_cls": 0.6484370738267898, "decode.d3.loss_mask": 0.7349496975541114, "decode.d3.loss_dice": 1.1811410009860992, "decode.d4.loss_cls": 0.6371042296290398, "decode.d4.loss_mask": 0.7505733847618103, "decode.d4.loss_dice": 1.1902894079685211, "decode.d5.loss_cls": 0.6932258784770966, "decode.d5.loss_mask": 0.7353173732757569, "decode.d5.loss_dice": 1.1555364400148391, "decode.d6.loss_cls": 0.6403944537043571, "decode.d6.loss_mask": 0.7356101185083389, "decode.d6.loss_dice": 1.1681306540966034, "decode.d7.loss_cls": 0.6741654843091964, "decode.d7.loss_mask": 0.7435851275920868, "decode.d7.loss_dice": 1.174967736005783, "decode.d8.loss_cls": 0.6297665446996689, "decode.d8.loss_mask": 0.7410714268684387, "decode.d8.loss_dice": 1.2003298670053482, "time": 0.5333057165145874, "memory": 7234, "step": 81400}
{"lr": 5.271400688499605e-06, "data_time": 0.009857082366943359, "grad_norm": 92.03318710327149, "loss": 24.016357612609863, "decode.loss_cls": 0.5946662165224552, "decode.loss_mask": 0.587989428639412, "decode.loss_dice": 1.0002373337745667, "decode.d0.loss_cls": 2.1449639081954954, "decode.d0.loss_mask": 0.6232140332460403, "decode.d0.loss_dice": 1.1274349719285965, "decode.d1.loss_cls": 0.768751896172762, "decode.d1.loss_mask": 0.5865593135356904, "decode.d1.loss_dice": 1.062554234266281, "decode.d2.loss_cls": 0.7042637884616851, "decode.d2.loss_mask": 0.5802291482686996, "decode.d2.loss_dice": 1.010071411728859, "decode.d3.loss_cls": 0.7518179945647716, "decode.d3.loss_mask": 0.5700840055942535, "decode.d3.loss_dice": 0.9503371626138687, "decode.d4.loss_cls": 0.6768602225929499, "decode.d4.loss_mask": 0.5654578447341919, "decode.d4.loss_dice": 0.9745173692703247, "decode.d5.loss_cls": 0.688951063528657, "decode.d5.loss_mask": 0.5659903675317765, "decode.d5.loss_dice": 0.9623276948928833, "decode.d6.loss_cls": 0.650914903730154, "decode.d6.loss_mask": 0.5809770047664642, "decode.d6.loss_dice": 0.9782281160354614, "decode.d7.loss_cls": 0.5744344517588615, "decode.d7.loss_mask": 0.5842491328716278, "decode.d7.loss_dice": 0.986024284362793, "decode.d8.loss_cls": 0.5964348211884498, "decode.d8.loss_mask": 0.5719047904014587, "decode.d8.loss_dice": 0.9959101706743241, "time": 0.533587384223938, "memory": 7256, "step": 81450}
{"lr": 5.268380693814794e-06, "data_time": 0.009939932823181152, "grad_norm": 77.96223220825195, "loss": 19.253691482543946, "decode.loss_cls": 0.4714594006538391, "decode.loss_mask": 0.4830490306019783, "decode.loss_dice": 0.7197527766227723, "decode.d0.loss_cls": 2.1087695240974424, "decode.d0.loss_mask": 0.5666021972894668, "decode.d0.loss_dice": 0.9229261130094528, "decode.d1.loss_cls": 0.5576121434569359, "decode.d1.loss_mask": 0.5034452319145203, "decode.d1.loss_dice": 0.8401453971862793, "decode.d2.loss_cls": 0.5253393381834031, "decode.d2.loss_mask": 0.4959597855806351, "decode.d2.loss_dice": 0.7733615845441818, "decode.d3.loss_cls": 0.5020585030317306, "decode.d3.loss_mask": 0.48541664481163027, "decode.d3.loss_dice": 0.7499590426683426, "decode.d4.loss_cls": 0.4766091912984848, "decode.d4.loss_mask": 0.49276364147663115, "decode.d4.loss_dice": 0.7580078154802322, "decode.d5.loss_cls": 0.5148249223828316, "decode.d5.loss_mask": 0.49062215387821195, "decode.d5.loss_dice": 0.726265150308609, "decode.d6.loss_cls": 0.4916185483336449, "decode.d6.loss_mask": 0.4912097483873367, "decode.d6.loss_dice": 0.725431478023529, "decode.d7.loss_cls": 0.46474516242742536, "decode.d7.loss_mask": 0.4942454218864441, "decode.d7.loss_dice": 0.7330301314592361, "decode.d8.loss_cls": 0.48482105135917664, "decode.d8.loss_mask": 0.48305219411849976, "decode.d8.loss_dice": 0.72058787047863, "time": 0.5339007377624512, "memory": 7339, "step": 81500}
{"lr": 5.265360506767498e-06, "data_time": 0.009955024719238282, "grad_norm": 84.9380069732666, "loss": 28.406115913391112, "decode.loss_cls": 0.5233215823769569, "decode.loss_mask": 0.7576005101203919, "decode.loss_dice": 1.2393097817897796, "decode.d0.loss_cls": 2.5545786738395693, "decode.d0.loss_mask": 0.7925577342510224, "decode.d0.loss_dice": 1.4524319887161254, "decode.d1.loss_cls": 0.7601325437426567, "decode.d1.loss_mask": 0.7802871465682983, "decode.d1.loss_dice": 1.3064549028873444, "decode.d2.loss_cls": 0.7325984105467797, "decode.d2.loss_mask": 0.7784085959196091, "decode.d2.loss_dice": 1.2880327701568604, "decode.d3.loss_cls": 0.6500713035464287, "decode.d3.loss_mask": 0.77683045566082, "decode.d3.loss_dice": 1.2457709074020387, "decode.d4.loss_cls": 0.6030180335044861, "decode.d4.loss_mask": 0.7576195389032364, "decode.d4.loss_dice": 1.2757386326789857, "decode.d5.loss_cls": 0.5227774649858474, "decode.d5.loss_mask": 0.7557338029146194, "decode.d5.loss_dice": 1.261024969816208, "decode.d6.loss_cls": 0.543307600915432, "decode.d6.loss_mask": 0.7539940893650054, "decode.d6.loss_dice": 1.2482641458511352, "decode.d7.loss_cls": 0.5334033042192459, "decode.d7.loss_mask": 0.7448338001966477, "decode.d7.loss_dice": 1.2332468688488007, "decode.d8.loss_cls": 0.5434899777173996, "decode.d8.loss_mask": 0.7558360189199448, "decode.d8.loss_dice": 1.235441154241562, "time": 0.53319833278656, "memory": 7280, "step": 81550}
{"lr": 5.2623401272228425e-06, "data_time": 0.009836626052856446, "grad_norm": 91.71405181884765, "loss": 30.49739818572998, "decode.loss_cls": 0.814361622929573, "decode.loss_mask": 0.7656130164861679, "decode.loss_dice": 1.1927497684955597, "decode.d0.loss_cls": 2.3391778826713563, "decode.d0.loss_mask": 0.8461224287748337, "decode.d0.loss_dice": 1.4436069905757904, "decode.d1.loss_cls": 1.0194716960191728, "decode.d1.loss_mask": 0.8404867142438889, "decode.d1.loss_dice": 1.2886619210243224, "decode.d2.loss_cls": 0.9302445828914643, "decode.d2.loss_mask": 0.8077951669692993, "decode.d2.loss_dice": 1.2861590445041657, "decode.d3.loss_cls": 0.9229900449514389, "decode.d3.loss_mask": 0.7715703457593918, "decode.d3.loss_dice": 1.205137211084366, "decode.d4.loss_cls": 0.8606716424226761, "decode.d4.loss_mask": 0.7698342889547348, "decode.d4.loss_dice": 1.2069361567497254, "decode.d5.loss_cls": 0.8314427018165589, "decode.d5.loss_mask": 0.756828510761261, "decode.d5.loss_dice": 1.1905971050262452, "decode.d6.loss_cls": 0.8847783446311951, "decode.d6.loss_mask": 0.7518852949142456, "decode.d6.loss_dice": 1.1898733645677566, "decode.d7.loss_cls": 0.8321474343538284, "decode.d7.loss_mask": 0.7621853232383728, "decode.d7.loss_dice": 1.188212126493454, "decode.d8.loss_cls": 0.8538030326366425, "decode.d8.loss_mask": 0.7696983337402343, "decode.d8.loss_dice": 1.1743543446063995, "time": 0.5323159694671631, "memory": 7264, "step": 81600}
{"lr": 5.259319555045789e-06, "data_time": 0.00983123779296875, "grad_norm": 92.30430221557617, "loss": 24.6327317237854, "decode.loss_cls": 0.5021052740514278, "decode.loss_mask": 0.6968279302120208, "decode.loss_dice": 1.095549437403679, "decode.d0.loss_cls": 2.0536709427833557, "decode.d0.loss_mask": 0.688590407371521, "decode.d0.loss_dice": 1.254617801308632, "decode.d1.loss_cls": 0.5769555494189262, "decode.d1.loss_mask": 0.6710770443081856, "decode.d1.loss_dice": 1.1545765548944473, "decode.d2.loss_cls": 0.5059854984283447, "decode.d2.loss_mask": 0.6742255672812462, "decode.d2.loss_dice": 1.1155536323785782, "decode.d3.loss_cls": 0.5290994293987751, "decode.d3.loss_mask": 0.7122861832380295, "decode.d3.loss_dice": 1.0668764650821685, "decode.d4.loss_cls": 0.5256312221288681, "decode.d4.loss_mask": 0.6994657710194587, "decode.d4.loss_dice": 1.1061543941497802, "decode.d5.loss_cls": 0.4689768999814987, "decode.d5.loss_mask": 0.6922094151377678, "decode.d5.loss_dice": 1.0976486325263977, "decode.d6.loss_cls": 0.44664181768894196, "decode.d6.loss_mask": 0.6882953256368637, "decode.d6.loss_dice": 1.0867505013942718, "decode.d7.loss_cls": 0.4227412477135658, "decode.d7.loss_mask": 0.6992688536643982, "decode.d7.loss_dice": 1.1034724980592727, "decode.d8.loss_cls": 0.48782569020986555, "decode.d8.loss_mask": 0.7071022614836693, "decode.d8.loss_dice": 1.1025490522384644, "time": 0.532703161239624, "memory": 7196, "step": 81650}
{"lr": 5.256298790101108e-06, "data_time": 0.009890317916870117, "grad_norm": 85.00171241760253, "loss": 21.444099569320677, "decode.loss_cls": 0.44804200530052185, "decode.loss_mask": 0.5596311956644058, "decode.loss_dice": 0.8598640233278274, "decode.d0.loss_cls": 2.181954193115234, "decode.d0.loss_mask": 0.6210274174809456, "decode.d0.loss_dice": 1.0649748921394349, "decode.d1.loss_cls": 0.6890456691384316, "decode.d1.loss_mask": 0.5692112743854523, "decode.d1.loss_dice": 0.9027998745441437, "decode.d2.loss_cls": 0.6386259704828262, "decode.d2.loss_mask": 0.5838861912488937, "decode.d2.loss_dice": 0.918825301527977, "decode.d3.loss_cls": 0.5155830442905426, "decode.d3.loss_mask": 0.5732300475239753, "decode.d3.loss_dice": 0.8695512026548385, "decode.d4.loss_cls": 0.46033538356423376, "decode.d4.loss_mask": 0.563077762722969, "decode.d4.loss_dice": 0.8933559477329254, "decode.d5.loss_cls": 0.4610624730587006, "decode.d5.loss_mask": 0.5618325158953666, "decode.d5.loss_dice": 0.8756074011325836, "decode.d6.loss_cls": 0.42671757340431216, "decode.d6.loss_mask": 0.5627534687519073, "decode.d6.loss_dice": 0.9015991419553757, "decode.d7.loss_cls": 0.4617262475192547, "decode.d7.loss_mask": 0.5528205797076226, "decode.d7.loss_dice": 0.8991173535585404, "decode.d8.loss_cls": 0.4288906678557396, "decode.d8.loss_mask": 0.5577608183026314, "decode.d8.loss_dice": 0.8411895900964736, "time": 0.5622509479522705, "memory": 7193, "step": 81700}
{"lr": 5.253277832253381e-06, "data_time": 0.010044336318969727, "grad_norm": 85.65242042541504, "loss": 22.544615840911867, "decode.loss_cls": 0.4449109874665737, "decode.loss_mask": 0.720407834649086, "decode.loss_dice": 0.8767809867858887, "decode.d0.loss_cls": 1.8566331386566162, "decode.d0.loss_mask": 0.8269292652606964, "decode.d0.loss_dice": 1.0385878473520278, "decode.d1.loss_cls": 0.6225651383399964, "decode.d1.loss_mask": 0.7368168830871582, "decode.d1.loss_dice": 0.9417915523052216, "decode.d2.loss_cls": 0.5417292706668377, "decode.d2.loss_mask": 0.7104771316051484, "decode.d2.loss_dice": 0.8970192342996597, "decode.d3.loss_cls": 0.5605597198009491, "decode.d3.loss_mask": 0.703587207198143, "decode.d3.loss_dice": 0.8769158661365509, "decode.d4.loss_cls": 0.4669612042605877, "decode.d4.loss_mask": 0.6932843536138534, "decode.d4.loss_dice": 0.8709134966135025, "decode.d5.loss_cls": 0.4497362539172173, "decode.d5.loss_mask": 0.7106847494840622, "decode.d5.loss_dice": 0.8663687646389008, "decode.d6.loss_cls": 0.43892369940876963, "decode.d6.loss_mask": 0.7203669399023056, "decode.d6.loss_dice": 0.8708165138959885, "decode.d7.loss_cls": 0.4478437028825283, "decode.d7.loss_mask": 0.7261896550655365, "decode.d7.loss_dice": 0.8753482311964035, "decode.d8.loss_cls": 0.48902066648006437, "decode.d8.loss_mask": 0.7072357445955276, "decode.d8.loss_dice": 0.8552087008953094, "time": 0.5338023424148559, "memory": 7261, "step": 81750}
{"lr": 5.2502566813670256e-06, "data_time": 0.010036540031433106, "grad_norm": 104.14379272460937, "loss": 29.660591030120848, "decode.loss_cls": 0.8411560073494911, "decode.loss_mask": 0.832379937171936, "decode.loss_dice": 1.015236273407936, "decode.d0.loss_cls": 2.4610358357429503, "decode.d0.loss_mask": 1.002672830224037, "decode.d0.loss_dice": 1.2528757810592652, "decode.d1.loss_cls": 1.0860644191503526, "decode.d1.loss_mask": 0.9310473442077637, "decode.d1.loss_dice": 1.1923995316028595, "decode.d2.loss_cls": 0.9238619059324265, "decode.d2.loss_mask": 0.9338192045688629, "decode.d2.loss_dice": 1.113553422689438, "decode.d3.loss_cls": 0.8680941000580787, "decode.d3.loss_mask": 0.8801482021808624, "decode.d3.loss_dice": 1.0469891339540482, "decode.d4.loss_cls": 0.7742624953389168, "decode.d4.loss_mask": 0.8698058784008026, "decode.d4.loss_dice": 1.0443228334188461, "decode.d5.loss_cls": 0.7952204585075379, "decode.d5.loss_mask": 0.8661817193031311, "decode.d5.loss_dice": 1.0535451292991638, "decode.d6.loss_cls": 0.7865259662270546, "decode.d6.loss_mask": 0.8492959797382355, "decode.d6.loss_dice": 1.0150117099285125, "decode.d7.loss_cls": 0.7505944609642029, "decode.d7.loss_mask": 0.8507362723350524, "decode.d7.loss_dice": 1.016851145029068, "decode.d8.loss_cls": 0.7539321929216385, "decode.d8.loss_mask": 0.8397259920835495, "decode.d8.loss_dice": 1.0132447957992554, "time": 0.5590230464935303, "memory": 7233, "step": 81800}
{"lr": 5.2472353373062635e-06, "data_time": 0.009627270698547363, "grad_norm": 101.56902770996093, "loss": 28.761044692993163, "decode.loss_cls": 0.7137632668018341, "decode.loss_mask": 0.8130785882472992, "decode.loss_dice": 1.0469183027744293, "decode.d0.loss_cls": 2.6706400871276856, "decode.d0.loss_mask": 0.8651069045066834, "decode.d0.loss_dice": 1.2372732996940612, "decode.d1.loss_cls": 0.9174671664834022, "decode.d1.loss_mask": 0.9161633849143982, "decode.d1.loss_dice": 1.168906134366989, "decode.d2.loss_cls": 0.7957403063774109, "decode.d2.loss_mask": 0.8426771879196167, "decode.d2.loss_dice": 1.0964009881019592, "decode.d3.loss_cls": 0.7246246054768563, "decode.d3.loss_mask": 0.8275420606136322, "decode.d3.loss_dice": 1.0985851049423219, "decode.d4.loss_cls": 0.7522533267736435, "decode.d4.loss_mask": 0.8114179968833923, "decode.d4.loss_dice": 1.0943336844444276, "decode.d5.loss_cls": 0.7499633431434631, "decode.d5.loss_mask": 0.792788428068161, "decode.d5.loss_dice": 1.0689092516899108, "decode.d6.loss_cls": 0.6619104534387589, "decode.d6.loss_mask": 0.8200267314910888, "decode.d6.loss_dice": 1.0784811675548553, "decode.d7.loss_cls": 0.6983990579843521, "decode.d7.loss_mask": 0.8166100144386291, "decode.d7.loss_dice": 1.0775680840015411, "decode.d8.loss_cls": 0.7327805399894715, "decode.d8.loss_mask": 0.8084631204605103, "decode.d8.loss_dice": 1.0622531414031982, "time": 0.5301852226257324, "memory": 7274, "step": 81850}
{"lr": 5.244213799935143e-06, "data_time": 0.009502601623535157, "grad_norm": 83.74324836730958, "loss": 25.74843120574951, "decode.loss_cls": 0.5126688197255135, "decode.loss_mask": 0.7166754260659218, "decode.loss_dice": 1.1264422565698624, "decode.d0.loss_cls": 2.1124093294143678, "decode.d0.loss_mask": 0.7590028434991837, "decode.d0.loss_dice": 1.2936109334230423, "decode.d1.loss_cls": 0.684673473238945, "decode.d1.loss_mask": 0.7257677376270294, "decode.d1.loss_dice": 1.1889743626117706, "decode.d2.loss_cls": 0.5899022549390793, "decode.d2.loss_mask": 0.7238720506429672, "decode.d2.loss_dice": 1.1482753902673721, "decode.d3.loss_cls": 0.5592347636818886, "decode.d3.loss_mask": 0.6906336277723313, "decode.d3.loss_dice": 1.1389858961105346, "decode.d4.loss_cls": 0.5152100339531899, "decode.d4.loss_mask": 0.7042417496442794, "decode.d4.loss_dice": 1.1416107565164566, "decode.d5.loss_cls": 0.5430334158241749, "decode.d5.loss_mask": 0.7105601847171783, "decode.d5.loss_dice": 1.1239521205425262, "decode.d6.loss_cls": 0.5387150689959526, "decode.d6.loss_mask": 0.7077867269515992, "decode.d6.loss_dice": 1.1272894382476806, "decode.d7.loss_cls": 0.5463623501360416, "decode.d7.loss_mask": 0.6979999125003815, "decode.d7.loss_dice": 1.1068930238485337, "decode.d8.loss_cls": 0.4931615673005581, "decode.d8.loss_mask": 0.7080868616700172, "decode.d8.loss_dice": 1.1124003171920775, "time": 0.5315002918243408, "memory": 7262, "step": 81900}
{"lr": 5.241192069117528e-06, "data_time": 0.009278655052185059, "grad_norm": 83.16367797851562, "loss": 26.2920015335083, "decode.loss_cls": 0.6089798077940941, "decode.loss_mask": 0.6806809961795807, "decode.loss_dice": 1.0227269232273102, "decode.d0.loss_cls": 2.4593950867652894, "decode.d0.loss_mask": 0.7517538130283355, "decode.d0.loss_dice": 1.252026629447937, "decode.d1.loss_cls": 0.8111155003309249, "decode.d1.loss_mask": 0.7146700620651245, "decode.d1.loss_dice": 1.1313019573688508, "decode.d2.loss_cls": 0.7460612744092942, "decode.d2.loss_mask": 0.6822098761796951, "decode.d2.loss_dice": 1.0896952867507934, "decode.d3.loss_cls": 0.7308436840772629, "decode.d3.loss_mask": 0.6695405572652817, "decode.d3.loss_dice": 1.0635903179645538, "decode.d4.loss_cls": 0.6936408400535583, "decode.d4.loss_mask": 0.6671334624290466, "decode.d4.loss_dice": 1.033507913351059, "decode.d5.loss_cls": 0.6764743611216545, "decode.d5.loss_mask": 0.663780489563942, "decode.d5.loss_dice": 1.0407959043979644, "decode.d6.loss_cls": 0.6768051296472549, "decode.d6.loss_mask": 0.6609179735183716, "decode.d6.loss_dice": 1.029595148563385, "decode.d7.loss_cls": 0.6718940511345863, "decode.d7.loss_mask": 0.6842300802469253, "decode.d7.loss_dice": 1.0269313871860504, "decode.d8.loss_cls": 0.6190690279006958, "decode.d8.loss_mask": 0.6806351095438004, "decode.d8.loss_dice": 1.0519988477230071, "time": 0.5321050643920898, "memory": 7296, "step": 81950}
{"lr": 5.238170144717087e-06, "data_time": 0.009630846977233886, "grad_norm": 83.44698181152344, "loss": 23.4403657913208, "decode.loss_cls": 0.38276324346661567, "decode.loss_mask": 0.6779844120144844, "decode.loss_dice": 0.9645705789327621, "decode.d0.loss_cls": 2.0021337926387788, "decode.d0.loss_mask": 0.726925003528595, "decode.d0.loss_dice": 1.1783619970083237, "decode.d1.loss_cls": 0.7076908826828003, "decode.d1.loss_mask": 0.7200146675109863, "decode.d1.loss_dice": 1.1013753831386566, "decode.d2.loss_cls": 0.5369507223367691, "decode.d2.loss_mask": 0.7146197259426117, "decode.d2.loss_dice": 1.0392816960811615, "decode.d3.loss_cls": 0.45581920966506007, "decode.d3.loss_mask": 0.6935114771127701, "decode.d3.loss_dice": 1.0254598796367644, "decode.d4.loss_cls": 0.47375579476356505, "decode.d4.loss_mask": 0.6790208458900452, "decode.d4.loss_dice": 0.9898541361093521, "decode.d5.loss_cls": 0.47477310746908186, "decode.d5.loss_mask": 0.6635712221264839, "decode.d5.loss_dice": 1.010745969414711, "decode.d6.loss_cls": 0.4559440083801746, "decode.d6.loss_mask": 0.6471919119358063, "decode.d6.loss_dice": 0.9836503475904464, "decode.d7.loss_cls": 0.37451020032167437, "decode.d7.loss_mask": 0.6897114038467407, "decode.d7.loss_dice": 0.9970568954944611, "decode.d8.loss_cls": 0.3849586986005306, "decode.d8.loss_mask": 0.6862599745392799, "decode.d8.loss_dice": 1.001898604631424, "time": 0.5301210641860962, "memory": 7277, "step": 82000}
{"lr": 5.2351480265973204e-06, "data_time": 0.009555196762084961, "grad_norm": 94.32785110473633, "loss": 18.17881073951721, "decode.loss_cls": 0.36541048139333726, "decode.loss_mask": 0.6135521903634071, "decode.loss_dice": 0.6731252387166023, "decode.d0.loss_cls": 1.526116770505905, "decode.d0.loss_mask": 0.6786378309130668, "decode.d0.loss_dice": 0.7766801536083221, "decode.d1.loss_cls": 0.47198265194892886, "decode.d1.loss_mask": 0.6274792194366455, "decode.d1.loss_dice": 0.6882480591535568, "decode.d2.loss_cls": 0.3956757843494415, "decode.d2.loss_mask": 0.6008840382099152, "decode.d2.loss_dice": 0.6906364023685455, "decode.d3.loss_cls": 0.39305411875247953, "decode.d3.loss_mask": 0.6016952946782113, "decode.d3.loss_dice": 0.6883928969502449, "decode.d4.loss_cls": 0.4109093889594078, "decode.d4.loss_mask": 0.6057349056005478, "decode.d4.loss_dice": 0.6807120695710183, "decode.d5.loss_cls": 0.38221613094210627, "decode.d5.loss_mask": 0.6091552257537842, "decode.d5.loss_dice": 0.6808905437588691, "decode.d6.loss_cls": 0.39498879462480546, "decode.d6.loss_mask": 0.6123843684792518, "decode.d6.loss_dice": 0.6734227240085602, "decode.d7.loss_cls": 0.3682567022740841, "decode.d7.loss_mask": 0.6049524292349815, "decode.d7.loss_dice": 0.6743157729506493, "decode.d8.loss_cls": 0.37029109671711924, "decode.d8.loss_mask": 0.6242676615715027, "decode.d8.loss_dice": 0.694741640985012, "time": 0.5322381496429444, "memory": 7233, "step": 82050}
{"lr": 5.232125714621541e-06, "data_time": 0.009996771812438965, "grad_norm": 98.12406349182129, "loss": 26.539102363586426, "decode.loss_cls": 0.6041381418704986, "decode.loss_mask": 0.6720599591732025, "decode.loss_dice": 1.1296242088079453, "decode.d0.loss_cls": 2.24102668762207, "decode.d0.loss_mask": 0.7449935287237167, "decode.d0.loss_dice": 1.3417182087898254, "decode.d1.loss_cls": 0.7824137806892395, "decode.d1.loss_mask": 0.6749313950538636, "decode.d1.loss_dice": 1.2364573985338212, "decode.d2.loss_cls": 0.7174973458051681, "decode.d2.loss_mask": 0.6852925986051559, "decode.d2.loss_dice": 1.1935364127159118, "decode.d3.loss_cls": 0.6548533290624619, "decode.d3.loss_mask": 0.6656061708927155, "decode.d3.loss_dice": 1.1550394356250764, "decode.d4.loss_cls": 0.6379206210374833, "decode.d4.loss_mask": 0.6809305235743522, "decode.d4.loss_dice": 1.1469308882951736, "decode.d5.loss_cls": 0.5938510239124298, "decode.d5.loss_mask": 0.6771808356046677, "decode.d5.loss_dice": 1.1501694113016128, "decode.d6.loss_cls": 0.5636876434087753, "decode.d6.loss_mask": 0.6725731357932091, "decode.d6.loss_dice": 1.126685008406639, "decode.d7.loss_cls": 0.5931867212057114, "decode.d7.loss_mask": 0.6649532064795494, "decode.d7.loss_dice": 1.1254238724708556, "decode.d8.loss_cls": 0.5747773766517639, "decode.d8.loss_mask": 0.6712457239627838, "decode.d8.loss_dice": 1.160398742556572, "time": 0.5309387683868408, "memory": 7291, "step": 82100}
{"lr": 5.229103208652871e-06, "data_time": 0.009688782691955566, "grad_norm": 80.10761260986328, "loss": 22.403283977508544, "decode.loss_cls": 0.5618323780596256, "decode.loss_mask": 0.6077830731868744, "decode.loss_dice": 0.8663641810417175, "decode.d0.loss_cls": 2.1183756589889526, "decode.d0.loss_mask": 0.6741644471883774, "decode.d0.loss_dice": 0.9764019876718522, "decode.d1.loss_cls": 0.6791463889181614, "decode.d1.loss_mask": 0.6900375574827194, "decode.d1.loss_dice": 0.9191939055919647, "decode.d2.loss_cls": 0.5797178633511066, "decode.d2.loss_mask": 0.6530237406492233, "decode.d2.loss_dice": 0.9059987723827362, "decode.d3.loss_cls": 0.5560683980584145, "decode.d3.loss_mask": 0.6630504339933395, "decode.d3.loss_dice": 0.8619838207960129, "decode.d4.loss_cls": 0.5722525104880333, "decode.d4.loss_mask": 0.6500529080629349, "decode.d4.loss_dice": 0.8695200890302658, "decode.d5.loss_cls": 0.5206914208829403, "decode.d5.loss_mask": 0.6328031152486802, "decode.d5.loss_dice": 0.8579587578773499, "decode.d6.loss_cls": 0.5248251110315323, "decode.d6.loss_mask": 0.6088560193777084, "decode.d6.loss_dice": 0.8398342430591583, "decode.d7.loss_cls": 0.5358594372868538, "decode.d7.loss_mask": 0.6143416345119477, "decode.d7.loss_dice": 0.8630904614925384, "decode.d8.loss_cls": 0.5438464410603047, "decode.d8.loss_mask": 0.6076056450605393, "decode.d8.loss_dice": 0.8486029773950576, "time": 0.5342634916305542, "memory": 7276, "step": 82150}
{"lr": 5.22608050855426e-06, "data_time": 0.00989537239074707, "grad_norm": 87.16112976074218, "loss": 18.93772439956665, "decode.loss_cls": 0.3546216569840908, "decode.loss_mask": 0.5699644207954406, "decode.loss_dice": 0.7950247585773468, "decode.d0.loss_cls": 1.7677178919315337, "decode.d0.loss_mask": 0.62936971783638, "decode.d0.loss_dice": 0.8922507584095001, "decode.d1.loss_cls": 0.3603913553059101, "decode.d1.loss_mask": 0.6223797827959061, "decode.d1.loss_dice": 0.8626619100570678, "decode.d2.loss_cls": 0.36942114531993864, "decode.d2.loss_mask": 0.6137411743402481, "decode.d2.loss_dice": 0.848752909898758, "decode.d3.loss_cls": 0.31141326427459715, "decode.d3.loss_mask": 0.5897617518901825, "decode.d3.loss_dice": 0.8086698830127717, "decode.d4.loss_cls": 0.32426933348178866, "decode.d4.loss_mask": 0.5896983742713928, "decode.d4.loss_dice": 0.821281236410141, "decode.d5.loss_cls": 0.3058322109282017, "decode.d5.loss_mask": 0.5841701924800873, "decode.d5.loss_dice": 0.8159834384918213, "decode.d6.loss_cls": 0.33627132400870324, "decode.d6.loss_mask": 0.5742309421300889, "decode.d6.loss_dice": 0.8094284415245057, "decode.d7.loss_cls": 0.3490539386868477, "decode.d7.loss_mask": 0.5657949060201645, "decode.d7.loss_dice": 0.7958314210176468, "decode.d8.loss_cls": 0.294574811309576, "decode.d8.loss_mask": 0.5803280264139176, "decode.d8.loss_dice": 0.7948337584733963, "time": 0.5334632396697998, "memory": 7348, "step": 82200}
{"lr": 5.223057614188459e-06, "data_time": 0.0098663330078125, "grad_norm": 95.1459342956543, "loss": 26.05491237640381, "decode.loss_cls": 0.5233034193515778, "decode.loss_mask": 0.6797345966100693, "decode.loss_dice": 1.0871682465076447, "decode.d0.loss_cls": 2.234022068977356, "decode.d0.loss_mask": 0.801974081993103, "decode.d0.loss_dice": 1.2435610353946687, "decode.d1.loss_cls": 0.8537194907665253, "decode.d1.loss_mask": 0.7405683875083924, "decode.d1.loss_dice": 1.1864156007766724, "decode.d2.loss_cls": 0.7007078558206559, "decode.d2.loss_mask": 0.7128407508134842, "decode.d2.loss_dice": 1.1320867121219635, "decode.d3.loss_cls": 0.5963328137993813, "decode.d3.loss_mask": 0.6993533492088317, "decode.d3.loss_dice": 1.124964678287506, "decode.d4.loss_cls": 0.5930971279740334, "decode.d4.loss_mask": 0.6892512202262878, "decode.d4.loss_dice": 1.1115454494953156, "decode.d5.loss_cls": 0.6116079717874527, "decode.d5.loss_mask": 0.6726730853319168, "decode.d5.loss_dice": 1.0713580965995788, "decode.d6.loss_cls": 0.5888997554779053, "decode.d6.loss_mask": 0.6692021131515503, "decode.d6.loss_dice": 1.0836121499538423, "decode.d7.loss_cls": 0.5939419031143188, "decode.d7.loss_mask": 0.6784334540367126, "decode.d7.loss_dice": 1.0583735167980195, "decode.d8.loss_cls": 0.5950718104839325, "decode.d8.loss_mask": 0.6680705904960632, "decode.d8.loss_dice": 1.0530213832855224, "time": 0.5329589605331421, "memory": 7229, "step": 82250}
{"lr": 5.220034525418043e-06, "data_time": 0.009789419174194337, "grad_norm": 105.29016914367676, "loss": 26.660610485076905, "decode.loss_cls": 0.6862062171101571, "decode.loss_mask": 0.6908792003989219, "decode.loss_dice": 0.9995670080184936, "decode.d0.loss_cls": 2.216520619392395, "decode.d0.loss_mask": 0.749653297662735, "decode.d0.loss_dice": 1.1768129110336303, "decode.d1.loss_cls": 0.9964668646454811, "decode.d1.loss_mask": 0.7596608549356461, "decode.d1.loss_dice": 1.0907392621040344, "decode.d2.loss_cls": 0.8444717153906822, "decode.d2.loss_mask": 0.7046224921941757, "decode.d2.loss_dice": 1.004089790582657, "decode.d3.loss_cls": 0.7433108732104301, "decode.d3.loss_mask": 0.7229513794183731, "decode.d3.loss_dice": 1.0073398530483246, "decode.d4.loss_cls": 0.8047212705016136, "decode.d4.loss_mask": 0.692754328250885, "decode.d4.loss_dice": 0.9706940531730652, "decode.d5.loss_cls": 0.7841022685170174, "decode.d5.loss_mask": 0.7200536265969276, "decode.d5.loss_dice": 1.0211381614208221, "decode.d6.loss_cls": 0.7284767776727676, "decode.d6.loss_mask": 0.7030522033572197, "decode.d6.loss_dice": 0.9916686832904815, "decode.d7.loss_cls": 0.7267810612916946, "decode.d7.loss_mask": 0.7053271204233169, "decode.d7.loss_dice": 0.980233085155487, "decode.d8.loss_cls": 0.7520752400159836, "decode.d8.loss_mask": 0.7026356935501099, "decode.d8.loss_dice": 0.9836043000221253, "time": 0.534488582611084, "memory": 7254, "step": 82300}
{"lr": 5.217011242105391e-06, "data_time": 0.009764885902404786, "grad_norm": 89.3782802581787, "loss": 24.457338905334474, "decode.loss_cls": 0.5645843222737312, "decode.loss_mask": 0.5950009047985076, "decode.loss_dice": 1.0086348176002502, "decode.d0.loss_cls": 2.4750442266464234, "decode.d0.loss_mask": 0.6323261260986328, "decode.d0.loss_dice": 1.202338832616806, "decode.d1.loss_cls": 0.756992444396019, "decode.d1.loss_mask": 0.5946076408028602, "decode.d1.loss_dice": 1.1099210515618325, "decode.d2.loss_cls": 0.6346005454659462, "decode.d2.loss_mask": 0.6129163607954979, "decode.d2.loss_dice": 1.0592294976115226, "decode.d3.loss_cls": 0.6165133252739906, "decode.d3.loss_mask": 0.606295894086361, "decode.d3.loss_dice": 1.027028279006481, "decode.d4.loss_cls": 0.5566491663455964, "decode.d4.loss_mask": 0.623270420730114, "decode.d4.loss_dice": 1.030906069278717, "decode.d5.loss_cls": 0.5933937028050422, "decode.d5.loss_mask": 0.6020197466015815, "decode.d5.loss_dice": 1.0137293919920922, "decode.d6.loss_cls": 0.5516788899898529, "decode.d6.loss_mask": 0.5986834317445755, "decode.d6.loss_dice": 0.9863446742296219, "decode.d7.loss_cls": 0.5589760556817055, "decode.d7.loss_mask": 0.6036396503448487, "decode.d7.loss_dice": 0.9988725036382675, "decode.d8.loss_cls": 0.6050380066037178, "decode.d8.loss_mask": 0.6109441190958023, "decode.d8.loss_dice": 1.027159684896469, "time": 0.5873038053512574, "memory": 7214, "step": 82350}
{"lr": 5.213987764112712e-06, "data_time": 0.00950307846069336, "grad_norm": 92.38313446044921, "loss": 26.31816463470459, "decode.loss_cls": 0.6117319479584694, "decode.loss_mask": 0.7094095647335052, "decode.loss_dice": 0.9722590789198875, "decode.d0.loss_cls": 2.4369630098342894, "decode.d0.loss_mask": 0.7497151106595993, "decode.d0.loss_dice": 1.1111280381679536, "decode.d1.loss_cls": 1.004196783900261, "decode.d1.loss_mask": 0.7409594893455506, "decode.d1.loss_dice": 1.0368853643536569, "decode.d2.loss_cls": 0.8291718572378158, "decode.d2.loss_mask": 0.7397969365119934, "decode.d2.loss_dice": 1.0185750380158425, "decode.d3.loss_cls": 0.6897952109575272, "decode.d3.loss_mask": 0.7413600474596024, "decode.d3.loss_dice": 1.015744924545288, "decode.d4.loss_cls": 0.7428771257400513, "decode.d4.loss_mask": 0.7262572526931763, "decode.d4.loss_dice": 0.9705709040164947, "decode.d5.loss_cls": 0.6841994673013687, "decode.d5.loss_mask": 0.7406033545732498, "decode.d5.loss_dice": 0.9921477690339089, "decode.d6.loss_cls": 0.7255386352539063, "decode.d6.loss_mask": 0.7141630709171295, "decode.d6.loss_dice": 0.9544638291001319, "decode.d7.loss_cls": 0.6547149583697319, "decode.d7.loss_mask": 0.7226160913705826, "decode.d7.loss_dice": 0.9658238530158997, "decode.d8.loss_cls": 0.6516531422734261, "decode.d8.loss_mask": 0.7092108219861984, "decode.d8.loss_dice": 0.9556330502033233, "time": 0.5329976081848145, "memory": 7243, "step": 82400}
{"lr": 5.210964091302012e-06, "data_time": 0.009529328346252442, "grad_norm": 85.34525032043457, "loss": 27.535049629211425, "decode.loss_cls": 0.5973867066204548, "decode.loss_mask": 0.7247018918395043, "decode.loss_dice": 1.164150631427765, "decode.d0.loss_cls": 2.21693075299263, "decode.d0.loss_mask": 0.8540922701358795, "decode.d0.loss_dice": 1.464337831735611, "decode.d1.loss_cls": 0.7853467859327793, "decode.d1.loss_mask": 0.7517119705677032, "decode.d1.loss_dice": 1.3254530131816864, "decode.d2.loss_cls": 0.6854387305676937, "decode.d2.loss_mask": 0.7128110945224762, "decode.d2.loss_dice": 1.2341256633400917, "decode.d3.loss_cls": 0.6110178723931312, "decode.d3.loss_mask": 0.6877942025661469, "decode.d3.loss_dice": 1.1885066695511342, "decode.d4.loss_cls": 0.6018820650875568, "decode.d4.loss_mask": 0.7001635447144509, "decode.d4.loss_dice": 1.1956326358020306, "decode.d5.loss_cls": 0.6325743235647678, "decode.d5.loss_mask": 0.7143156915903092, "decode.d5.loss_dice": 1.1950979836285114, "decode.d6.loss_cls": 0.6856126844882965, "decode.d6.loss_mask": 0.6908403277397156, "decode.d6.loss_dice": 1.1579006984829903, "decode.d7.loss_cls": 0.5782411836087704, "decode.d7.loss_mask": 0.701785558462143, "decode.d7.loss_dice": 1.1779563836753368, "decode.d8.loss_cls": 0.6012009687721729, "decode.d8.loss_mask": 0.7245565578341484, "decode.d8.loss_dice": 1.173482285439968, "time": 0.5328434228897094, "memory": 7244, "step": 82450}
{"lr": 5.207940223535122e-06, "data_time": 0.009399771690368652, "grad_norm": 85.75626144409179, "loss": 20.914152431488038, "decode.loss_cls": 0.542665296792984, "decode.loss_mask": 0.5580955356359482, "decode.loss_dice": 0.7748371988534928, "decode.d0.loss_cls": 1.8914666652679444, "decode.d0.loss_mask": 0.6483167916536331, "decode.d0.loss_dice": 0.908897265791893, "decode.d1.loss_cls": 0.6611414238810539, "decode.d1.loss_mask": 0.6208666801452637, "decode.d1.loss_dice": 0.8266803175210953, "decode.d2.loss_cls": 0.5721768781542778, "decode.d2.loss_mask": 0.5845365405082703, "decode.d2.loss_dice": 0.7979624390602111, "decode.d3.loss_cls": 0.567624206840992, "decode.d3.loss_mask": 0.5840310424566268, "decode.d3.loss_dice": 0.8044512093067169, "decode.d4.loss_cls": 0.5669347390532493, "decode.d4.loss_mask": 0.5779392451047898, "decode.d4.loss_dice": 0.7802027434110641, "decode.d5.loss_cls": 0.5523114994168281, "decode.d5.loss_mask": 0.5800586551427841, "decode.d5.loss_dice": 0.7923891842365265, "decode.d6.loss_cls": 0.5723756223917007, "decode.d6.loss_mask": 0.5655399978160858, "decode.d6.loss_dice": 0.782846736907959, "decode.d7.loss_cls": 0.5459856212139129, "decode.d7.loss_mask": 0.5680067777633667, "decode.d7.loss_dice": 0.7922688156366349, "decode.d8.loss_cls": 0.5674980923533439, "decode.d8.loss_mask": 0.5575140416622162, "decode.d8.loss_dice": 0.76853167116642, "time": 0.5317371368408204, "memory": 7227, "step": 82500}
{"lr": 5.204916160673685e-06, "data_time": 0.009112691879272461, "grad_norm": 94.1812644958496, "loss": 31.27391653060913, "decode.loss_cls": 0.7863572388887405, "decode.loss_mask": 0.7707987636327743, "decode.loss_dice": 1.2519113838672637, "decode.d0.loss_cls": 2.6076544523239136, "decode.d0.loss_mask": 0.9075493663549423, "decode.d0.loss_dice": 1.6561846911907196, "decode.d1.loss_cls": 0.9194576844573021, "decode.d1.loss_mask": 0.8320531964302063, "decode.d1.loss_dice": 1.4532002747058868, "decode.d2.loss_cls": 0.8467798084020615, "decode.d2.loss_mask": 0.8041934400796891, "decode.d2.loss_dice": 1.3819903910160065, "decode.d3.loss_cls": 0.8238187476992607, "decode.d3.loss_mask": 0.7811600565910339, "decode.d3.loss_dice": 1.3034618824720383, "decode.d4.loss_cls": 0.7385494917631149, "decode.d4.loss_mask": 0.7826302289962769, "decode.d4.loss_dice": 1.3047006905078888, "decode.d5.loss_cls": 0.785698089003563, "decode.d5.loss_mask": 0.7916295111179352, "decode.d5.loss_dice": 1.327845647931099, "decode.d6.loss_cls": 0.7248181059956551, "decode.d6.loss_mask": 0.7750873625278473, "decode.d6.loss_dice": 1.3138161599636078, "decode.d7.loss_cls": 0.7387579560279847, "decode.d7.loss_mask": 0.7837200164794922, "decode.d7.loss_dice": 1.3004577815532685, "decode.d8.loss_cls": 0.7393346309661866, "decode.d8.loss_mask": 0.7739871621131897, "decode.d8.loss_dice": 1.2663125872612, "time": 0.5612210988998413, "memory": 7320, "step": 82550}
{"lr": 5.201891902579148e-06, "data_time": 0.009319281578063965, "grad_norm": 99.94752388000488, "loss": 24.0495548248291, "decode.loss_cls": 0.49848956540226935, "decode.loss_mask": 0.6957647264003753, "decode.loss_dice": 0.9614304348826408, "decode.d0.loss_cls": 2.1295749664306642, "decode.d0.loss_mask": 0.7877703070640564, "decode.d0.loss_dice": 1.1203315943479537, "decode.d1.loss_cls": 0.6472981333732605, "decode.d1.loss_mask": 0.7286243945360183, "decode.d1.loss_dice": 1.0514720648527145, "decode.d2.loss_cls": 0.5781608916819095, "decode.d2.loss_mask": 0.7079486638307572, "decode.d2.loss_dice": 1.010712891817093, "decode.d3.loss_cls": 0.5632853031158447, "decode.d3.loss_mask": 0.6904042810201645, "decode.d3.loss_dice": 0.9829076677560806, "decode.d4.loss_cls": 0.5252383321523666, "decode.d4.loss_mask": 0.696549916267395, "decode.d4.loss_dice": 0.9810651063919067, "decode.d5.loss_cls": 0.5210456371307373, "decode.d5.loss_mask": 0.6932415932416915, "decode.d5.loss_dice": 0.9706407099962234, "decode.d6.loss_cls": 0.4997362993657589, "decode.d6.loss_mask": 0.6950758755207062, "decode.d6.loss_dice": 0.9620381906628609, "decode.d7.loss_cls": 0.5072420850396157, "decode.d7.loss_mask": 0.697002312541008, "decode.d7.loss_dice": 0.9615412831306458, "decode.d8.loss_cls": 0.48706265091896056, "decode.d8.loss_mask": 0.7091111540794373, "decode.d8.loss_dice": 0.988787618279457, "time": 0.5339891910552979, "memory": 7197, "step": 82600}
{"lr": 5.198867449112781e-06, "data_time": 0.009385991096496581, "grad_norm": 93.63128814697265, "loss": 22.732466983795167, "decode.loss_cls": 0.573002178966999, "decode.loss_mask": 0.6673842281103134, "decode.loss_dice": 0.8624429553747177, "decode.d0.loss_cls": 2.001062786579132, "decode.d0.loss_mask": 0.712817856669426, "decode.d0.loss_dice": 0.9829522401094437, "decode.d1.loss_cls": 0.6367059573531151, "decode.d1.loss_mask": 0.668332752585411, "decode.d1.loss_dice": 0.8942030668258667, "decode.d2.loss_cls": 0.5906512588262558, "decode.d2.loss_mask": 0.6841034173965455, "decode.d2.loss_dice": 0.8753358602523804, "decode.d3.loss_cls": 0.5851704031229019, "decode.d3.loss_mask": 0.6627011567354202, "decode.d3.loss_dice": 0.832617312669754, "decode.d4.loss_cls": 0.5978925213217735, "decode.d4.loss_mask": 0.6470208376646042, "decode.d4.loss_dice": 0.828577047586441, "decode.d5.loss_cls": 0.6168219618499279, "decode.d5.loss_mask": 0.6503256052732468, "decode.d5.loss_dice": 0.8539191663265229, "decode.d6.loss_cls": 0.6192385278642177, "decode.d6.loss_mask": 0.6474651575088501, "decode.d6.loss_dice": 0.8391828835010529, "decode.d7.loss_cls": 0.6175607375800609, "decode.d7.loss_mask": 0.650435808300972, "decode.d7.loss_dice": 0.8378125905990601, "decode.d8.loss_cls": 0.5889025531709194, "decode.d8.loss_mask": 0.6514069885015488, "decode.d8.loss_dice": 0.8564209491014481, "time": 0.533095383644104, "memory": 7206, "step": 82650}
{"lr": 5.195842800135651e-06, "data_time": 0.009427666664123535, "grad_norm": 94.11380157470703, "loss": 22.55278253555298, "decode.loss_cls": 0.5386530429124832, "decode.loss_mask": 0.5037049695849418, "decode.loss_dice": 0.9324414297938347, "decode.d0.loss_cls": 2.2822900295257567, "decode.d0.loss_mask": 0.5538534134626388, "decode.d0.loss_dice": 1.0774166196584702, "decode.d1.loss_cls": 0.7932862371206284, "decode.d1.loss_mask": 0.5273060142993927, "decode.d1.loss_dice": 1.0189346343278884, "decode.d2.loss_cls": 0.6680644646286964, "decode.d2.loss_mask": 0.5285212576389313, "decode.d2.loss_dice": 0.9717435970902443, "decode.d3.loss_cls": 0.6759697780013084, "decode.d3.loss_mask": 0.5124919086694717, "decode.d3.loss_dice": 0.9350300207734108, "decode.d4.loss_cls": 0.6196652293205261, "decode.d4.loss_mask": 0.5024337381124496, "decode.d4.loss_dice": 0.9478353798389435, "decode.d5.loss_cls": 0.5744767010211944, "decode.d5.loss_mask": 0.5032421484589576, "decode.d5.loss_dice": 0.9379624649882317, "decode.d6.loss_cls": 0.5431712180376053, "decode.d6.loss_mask": 0.5039848774671555, "decode.d6.loss_dice": 0.9360080480575561, "decode.d7.loss_cls": 0.5516073673963546, "decode.d7.loss_mask": 0.503277100622654, "decode.d7.loss_dice": 0.9242952406406403, "decode.d8.loss_cls": 0.5402768373489379, "decode.d8.loss_mask": 0.49864232391119, "decode.d8.loss_dice": 0.9461960345506668, "time": 0.5837571620941162, "memory": 7285, "step": 82700}
{"lr": 5.192817955508647e-06, "data_time": 0.009420418739318847, "grad_norm": 92.4083480834961, "loss": 16.467027473449708, "decode.loss_cls": 0.36011129915714263, "decode.loss_mask": 0.5064686626195908, "decode.loss_dice": 0.5641857773065567, "decode.d0.loss_cls": 1.7833117961883544, "decode.d0.loss_mask": 0.5993103951215744, "decode.d0.loss_dice": 0.7206754922866822, "decode.d1.loss_cls": 0.5067980036139488, "decode.d1.loss_mask": 0.5335524767637253, "decode.d1.loss_dice": 0.6411733269691468, "decode.d2.loss_cls": 0.379711839556694, "decode.d2.loss_mask": 0.518598935008049, "decode.d2.loss_dice": 0.5865105837583542, "decode.d3.loss_cls": 0.42156587690114977, "decode.d3.loss_mask": 0.5200824171304703, "decode.d3.loss_dice": 0.5946462363004684, "decode.d4.loss_cls": 0.3913862928748131, "decode.d4.loss_mask": 0.5100398942828178, "decode.d4.loss_dice": 0.5772688806056976, "decode.d5.loss_cls": 0.34817856550216675, "decode.d5.loss_mask": 0.5033482015132904, "decode.d5.loss_dice": 0.5823070049285889, "decode.d6.loss_cls": 0.35850359350442884, "decode.d6.loss_mask": 0.5062223672866821, "decode.d6.loss_dice": 0.585707277059555, "decode.d7.loss_cls": 0.3356450736522675, "decode.d7.loss_mask": 0.5095158040523529, "decode.d7.loss_dice": 0.5801222920417786, "decode.d8.loss_cls": 0.35097395479679105, "decode.d8.loss_mask": 0.5119477540254593, "decode.d8.loss_dice": 0.5791571766138077, "time": 0.5361427545547486, "memory": 7227, "step": 82750}
{"lr": 5.189792915092468e-06, "data_time": 0.009125137329101562, "grad_norm": 84.11870460510254, "loss": 24.78298978805542, "decode.loss_cls": 0.48350097723305224, "decode.loss_mask": 0.6473716020584106, "decode.loss_dice": 1.0322234869003295, "decode.d0.loss_cls": 2.193001925945282, "decode.d0.loss_mask": 0.7491066575050354, "decode.d0.loss_dice": 1.226791387796402, "decode.d1.loss_cls": 0.7207755655050277, "decode.d1.loss_mask": 0.7321034282445907, "decode.d1.loss_dice": 1.1706987351179123, "decode.d2.loss_cls": 0.648916432633996, "decode.d2.loss_mask": 0.687956765294075, "decode.d2.loss_dice": 1.0831825643777848, "decode.d3.loss_cls": 0.6119924057275057, "decode.d3.loss_mask": 0.6710473865270614, "decode.d3.loss_dice": 1.051225796341896, "decode.d4.loss_cls": 0.5628847371786833, "decode.d4.loss_mask": 0.696868646144867, "decode.d4.loss_dice": 1.0610691428184509, "decode.d5.loss_cls": 0.5319720841944218, "decode.d5.loss_mask": 0.6568500190973282, "decode.d5.loss_dice": 1.0438349932432174, "decode.d6.loss_cls": 0.5043162271380425, "decode.d6.loss_mask": 0.6427862882614136, "decode.d6.loss_dice": 1.0301425188779831, "decode.d7.loss_cls": 0.4682354357093573, "decode.d7.loss_mask": 0.6477342873811722, "decode.d7.loss_dice": 1.0415254652500152, "decode.d8.loss_cls": 0.5160963170230388, "decode.d8.loss_mask": 0.6466676384210587, "decode.d8.loss_dice": 1.0221105515956879, "time": 0.5346676588058472, "memory": 7253, "step": 82800}
{"lr": 5.186767678747628e-06, "data_time": 0.00950782299041748, "grad_norm": 90.52663116455078, "loss": 25.847714233398438, "decode.loss_cls": 0.6222269356250762, "decode.loss_mask": 0.6446192264556885, "decode.loss_dice": 0.9724351435899734, "decode.d0.loss_cls": 2.3636824250221253, "decode.d0.loss_mask": 0.7771123200654984, "decode.d0.loss_dice": 1.2340599358081819, "decode.d1.loss_cls": 0.887183666229248, "decode.d1.loss_mask": 0.6955578774213791, "decode.d1.loss_dice": 1.1047379285097123, "decode.d2.loss_cls": 0.7531916081905365, "decode.d2.loss_mask": 0.670188444852829, "decode.d2.loss_dice": 1.0671996027231216, "decode.d3.loss_cls": 0.7796100437641144, "decode.d3.loss_mask": 0.6493984043598175, "decode.d3.loss_dice": 1.0293030261993408, "decode.d4.loss_cls": 0.7752091199159622, "decode.d4.loss_mask": 0.6467537313699723, "decode.d4.loss_dice": 0.9930215954780579, "decode.d5.loss_cls": 0.6650018274784089, "decode.d5.loss_mask": 0.6464353173971176, "decode.d5.loss_dice": 1.0250222623348235, "decode.d6.loss_cls": 0.6749931871891022, "decode.d6.loss_mask": 0.6472690910100937, "decode.d6.loss_dice": 0.9907978981733322, "decode.d7.loss_cls": 0.6117897182703018, "decode.d7.loss_mask": 0.6494915306568145, "decode.d7.loss_dice": 1.0104305565357208, "decode.d8.loss_cls": 0.6429228216409684, "decode.d8.loss_mask": 0.6458143532276154, "decode.d8.loss_dice": 0.972255727648735, "time": 0.5324551582336425, "memory": 7245, "step": 82850}
{"lr": 5.183742246334438e-06, "data_time": 0.009412050247192383, "grad_norm": 82.41917457580567, "loss": 23.318648386001588, "decode.loss_cls": 0.5554679226130247, "decode.loss_mask": 0.6135232597589493, "decode.loss_dice": 0.8559436142444611, "decode.d0.loss_cls": 2.22954443693161, "decode.d0.loss_mask": 0.6648666322231293, "decode.d0.loss_dice": 1.0067027255892753, "decode.d1.loss_cls": 0.8007255047559738, "decode.d1.loss_mask": 0.6546787917613983, "decode.d1.loss_dice": 0.9431971669197082, "decode.d2.loss_cls": 0.6877609182149171, "decode.d2.loss_mask": 0.6273382514715194, "decode.d2.loss_dice": 0.9132901340723037, "decode.d3.loss_cls": 0.6866341091692447, "decode.d3.loss_mask": 0.6092783063650131, "decode.d3.loss_dice": 0.8794416546821594, "decode.d4.loss_cls": 0.6666552111506462, "decode.d4.loss_mask": 0.6244485259056092, "decode.d4.loss_dice": 0.8915503025054932, "decode.d5.loss_cls": 0.6808301471173763, "decode.d5.loss_mask": 0.6327676206827164, "decode.d5.loss_dice": 0.8514326989650727, "decode.d6.loss_cls": 0.6252927284687757, "decode.d6.loss_mask": 0.6191033631563186, "decode.d6.loss_dice": 0.872162064909935, "decode.d7.loss_cls": 0.5958040624856948, "decode.d7.loss_mask": 0.6272854149341583, "decode.d7.loss_dice": 0.8566892564296722, "decode.d8.loss_cls": 0.5633259985595942, "decode.d8.loss_mask": 0.6233061879873276, "decode.d8.loss_dice": 0.8596011966466903, "time": 0.5317150831222535, "memory": 7184, "step": 82900}
{"lr": 5.180716617713029e-06, "data_time": 0.009307861328125, "grad_norm": 89.95048484802246, "loss": 24.907893085479735, "decode.loss_cls": 0.6540408700704574, "decode.loss_mask": 0.6387639582157135, "decode.loss_dice": 0.9631859362125397, "decode.d0.loss_cls": 2.3950451970100404, "decode.d0.loss_mask": 0.7610693395137786, "decode.d0.loss_dice": 1.2281423509120941, "decode.d1.loss_cls": 0.9352124214172364, "decode.d1.loss_mask": 0.6799026221036911, "decode.d1.loss_dice": 1.0695215046405793, "decode.d2.loss_cls": 0.6968573242425918, "decode.d2.loss_mask": 0.6575575679540634, "decode.d2.loss_dice": 1.0073982238769532, "decode.d3.loss_cls": 0.6615483075380325, "decode.d3.loss_mask": 0.6445723980665207, "decode.d3.loss_dice": 0.9593106210231781, "decode.d4.loss_cls": 0.5778691589832305, "decode.d4.loss_mask": 0.6545217782258987, "decode.d4.loss_dice": 0.9892566442489624, "decode.d5.loss_cls": 0.6726732403039932, "decode.d5.loss_mask": 0.6472404867410659, "decode.d5.loss_dice": 0.9392892599105835, "decode.d6.loss_cls": 0.615520079433918, "decode.d6.loss_mask": 0.6353602886199952, "decode.d6.loss_dice": 0.9542284607887268, "decode.d7.loss_cls": 0.5349426507949829, "decode.d7.loss_mask": 0.6263389319181443, "decode.d7.loss_dice": 0.9654614567756653, "decode.d8.loss_cls": 0.5411904692649842, "decode.d8.loss_mask": 0.6300528228282929, "decode.d8.loss_dice": 0.9718184173107147, "time": 0.5329241275787353, "memory": 7186, "step": 82950}
{"lr": 5.177690792743341e-06, "data_time": 0.009313702583312988, "grad_norm": 92.73132781982422, "loss": 23.485672378540038, "decode.loss_cls": 0.6287652172148228, "decode.loss_mask": 0.5438699543476104, "decode.loss_dice": 0.9435995548963547, "decode.d0.loss_cls": 2.3268933296203613, "decode.d0.loss_mask": 0.557552233338356, "decode.d0.loss_dice": 1.0560151249170304, "decode.d1.loss_cls": 0.830191969871521, "decode.d1.loss_mask": 0.5389500260353088, "decode.d1.loss_dice": 0.9683154731988907, "decode.d2.loss_cls": 0.7582999005913734, "decode.d2.loss_mask": 0.549101322889328, "decode.d2.loss_dice": 0.9361201018095017, "decode.d3.loss_cls": 0.6900989420711994, "decode.d3.loss_mask": 0.5487010478973389, "decode.d3.loss_dice": 0.9338770478963851, "decode.d4.loss_cls": 0.7086389943957329, "decode.d4.loss_mask": 0.5461669236421585, "decode.d4.loss_dice": 0.9160277098417282, "decode.d5.loss_cls": 0.6807492189109325, "decode.d5.loss_mask": 0.5443458259105682, "decode.d5.loss_dice": 0.9324084788560867, "decode.d6.loss_cls": 0.6678134694695472, "decode.d6.loss_mask": 0.5490149796009064, "decode.d6.loss_dice": 0.91773701608181, "decode.d7.loss_cls": 0.6453896448016166, "decode.d7.loss_mask": 0.5478730589151383, "decode.d7.loss_dice": 0.913312703371048, "decode.d8.loss_cls": 0.6269343212246895, "decode.d8.loss_mask": 0.549605768918991, "decode.d8.loss_dice": 0.9293038278818131, "time": 0.5292328357696533, "memory": 7260, "step": 83000}
{"lr": 5.17466477128512e-06, "data_time": 0.009462594985961914, "grad_norm": 82.9755256652832, "loss": 24.704288005828857, "decode.loss_cls": 0.5134977504611016, "decode.loss_mask": 0.6909915119409561, "decode.loss_dice": 1.0095886200666429, "decode.d0.loss_cls": 2.041695404052734, "decode.d0.loss_mask": 0.7488307297229767, "decode.d0.loss_dice": 1.1637818396091462, "decode.d1.loss_cls": 0.6985753297805786, "decode.d1.loss_mask": 0.7261756598949433, "decode.d1.loss_dice": 1.1317592233419418, "decode.d2.loss_cls": 0.6670739591121674, "decode.d2.loss_mask": 0.695797473192215, "decode.d2.loss_dice": 1.0461378574371338, "decode.d3.loss_cls": 0.6355816096067428, "decode.d3.loss_mask": 0.6551100254058838, "decode.d3.loss_dice": 0.9709483295679092, "decode.d4.loss_cls": 0.5932259261608124, "decode.d4.loss_mask": 0.6902859181165695, "decode.d4.loss_dice": 1.0166840583086014, "decode.d5.loss_cls": 0.6031838521361351, "decode.d5.loss_mask": 0.66835158765316, "decode.d5.loss_dice": 1.0129594877362251, "decode.d6.loss_cls": 0.5924198113381862, "decode.d6.loss_mask": 0.662919619679451, "decode.d6.loss_dice": 0.9968617469072342, "decode.d7.loss_cls": 0.5390741139650345, "decode.d7.loss_mask": 0.7017386317253113, "decode.d7.loss_dice": 1.0048570156097412, "decode.d8.loss_cls": 0.48919585794210435, "decode.d8.loss_mask": 0.7062467634677887, "decode.d8.loss_dice": 1.0307370722293854, "time": 0.5340163469314575, "memory": 7262, "step": 83050}
{"lr": 5.17163855319792e-06, "data_time": 0.00956273078918457, "grad_norm": 89.94413871765137, "loss": 28.365621662139894, "decode.loss_cls": 0.7879985414445401, "decode.loss_mask": 0.6169288411736489, "decode.loss_dice": 1.1881264224648476, "decode.d0.loss_cls": 2.1879768490791323, "decode.d0.loss_mask": 0.7416464850306511, "decode.d0.loss_dice": 1.4034290343523026, "decode.d1.loss_cls": 0.8658197447657585, "decode.d1.loss_mask": 0.6813195951282978, "decode.d1.loss_dice": 1.29968308955431, "decode.d2.loss_cls": 0.8759952530264854, "decode.d2.loss_mask": 0.6489007860422135, "decode.d2.loss_dice": 1.2209602415561676, "decode.d3.loss_cls": 0.8801294103264808, "decode.d3.loss_mask": 0.6478629305958747, "decode.d3.loss_dice": 1.237040676176548, "decode.d4.loss_cls": 0.8651893436908722, "decode.d4.loss_mask": 0.6472445279359818, "decode.d4.loss_dice": 1.2290286540985107, "decode.d5.loss_cls": 0.7558607295155525, "decode.d5.loss_mask": 0.6664218194782734, "decode.d5.loss_dice": 1.2099511638283729, "decode.d6.loss_cls": 0.6968889549374581, "decode.d6.loss_mask": 0.6553611844778061, "decode.d6.loss_dice": 1.2470860421657561, "decode.d7.loss_cls": 0.7351962484419345, "decode.d7.loss_mask": 0.6360584110021591, "decode.d7.loss_dice": 1.2052069917321204, "decode.d8.loss_cls": 0.700869445502758, "decode.d8.loss_mask": 0.6419260114431381, "decode.d8.loss_dice": 1.18951425999403, "time": 0.5347181558609009, "memory": 7233, "step": 83100}
{"lr": 5.168612138341102e-06, "data_time": 0.00944535732269287, "grad_norm": 90.38130569458008, "loss": 22.76119222640991, "decode.loss_cls": 0.5254170462489128, "decode.loss_mask": 0.5125693351030349, "decode.loss_dice": 0.9695410579442978, "decode.d0.loss_cls": 2.0564680099487305, "decode.d0.loss_mask": 0.5434578210115433, "decode.d0.loss_dice": 1.1072064012289047, "decode.d1.loss_cls": 0.775977486371994, "decode.d1.loss_mask": 0.5709902018308639, "decode.d1.loss_dice": 1.0716684609651566, "decode.d2.loss_cls": 0.5906833320856094, "decode.d2.loss_mask": 0.5783254459500313, "decode.d2.loss_dice": 1.03107892870903, "decode.d3.loss_cls": 0.6368909493088722, "decode.d3.loss_mask": 0.5173441618680954, "decode.d3.loss_dice": 0.9627947092056275, "decode.d4.loss_cls": 0.5880920365452766, "decode.d4.loss_mask": 0.5170125082135201, "decode.d4.loss_dice": 0.9765564292669296, "decode.d5.loss_cls": 0.6213293641805648, "decode.d5.loss_mask": 0.517752879858017, "decode.d5.loss_dice": 0.9572825819253922, "decode.d6.loss_cls": 0.5372096866369247, "decode.d6.loss_mask": 0.5211448326706887, "decode.d6.loss_dice": 0.9795540779829025, "decode.d7.loss_cls": 0.580101703107357, "decode.d7.loss_mask": 0.5150873899459839, "decode.d7.loss_dice": 0.9656355500221252, "decode.d8.loss_cls": 0.5685121670365334, "decode.d8.loss_mask": 0.508269552886486, "decode.d8.loss_dice": 0.9572377413511276, "time": 0.5588415622711181, "memory": 7266, "step": 83150}
{"lr": 5.16558552657384e-06, "data_time": 0.00942230224609375, "grad_norm": 95.49585266113282, "loss": 20.445271492004395, "decode.loss_cls": 0.36113895624876025, "decode.loss_mask": 0.6270035117864609, "decode.loss_dice": 0.8577871218323707, "decode.d0.loss_cls": 1.7107811629772187, "decode.d0.loss_mask": 0.6827991157770157, "decode.d0.loss_dice": 0.9484810516238212, "decode.d1.loss_cls": 0.5169846974313259, "decode.d1.loss_mask": 0.6580329924821854, "decode.d1.loss_dice": 0.8834086611866951, "decode.d2.loss_cls": 0.49239636957645416, "decode.d2.loss_mask": 0.624452856183052, "decode.d2.loss_dice": 0.8820427089929581, "decode.d3.loss_cls": 0.38825827836990356, "decode.d3.loss_mask": 0.6355859965085984, "decode.d3.loss_dice": 0.8591991931200027, "decode.d4.loss_cls": 0.35228646993637086, "decode.d4.loss_mask": 0.6362199068069458, "decode.d4.loss_dice": 0.8764822334051132, "decode.d5.loss_cls": 0.36294914186000826, "decode.d5.loss_mask": 0.6352867111563683, "decode.d5.loss_dice": 0.8530181527137757, "decode.d6.loss_cls": 0.4116648033261299, "decode.d6.loss_mask": 0.6328721091151237, "decode.d6.loss_dice": 0.8428781867027283, "decode.d7.loss_cls": 0.4240178994834423, "decode.d7.loss_mask": 0.6262163773179055, "decode.d7.loss_dice": 0.8151407212018966, "decode.d8.loss_cls": 0.38530001044273376, "decode.d8.loss_mask": 0.6250555977225304, "decode.d8.loss_dice": 0.8375295877456665, "time": 0.5332818746566772, "memory": 7243, "step": 83200}
{"lr": 5.162558717755108e-06, "data_time": 0.009604763984680176, "grad_norm": 106.26348342895508, "loss": 26.432187700271605, "decode.loss_cls": 0.6362644582986832, "decode.loss_mask": 0.6769207894802094, "decode.loss_dice": 1.132479614019394, "decode.d0.loss_cls": 2.2485701203346253, "decode.d0.loss_mask": 0.6880454197525978, "decode.d0.loss_dice": 1.2614831805229187, "decode.d1.loss_cls": 0.7785709396004676, "decode.d1.loss_mask": 0.6583632886409759, "decode.d1.loss_dice": 1.1458710134029388, "decode.d2.loss_cls": 0.6995080277323723, "decode.d2.loss_mask": 0.6561958491802216, "decode.d2.loss_dice": 1.1598417282104492, "decode.d3.loss_cls": 0.6523477971553803, "decode.d3.loss_mask": 0.6574820667505265, "decode.d3.loss_dice": 1.1534559935331345, "decode.d4.loss_cls": 0.6828481107950211, "decode.d4.loss_mask": 0.6462745904922486, "decode.d4.loss_dice": 1.1401700884103776, "decode.d5.loss_cls": 0.6906808406114578, "decode.d5.loss_mask": 0.649927967786789, "decode.d5.loss_dice": 1.116732259094715, "decode.d6.loss_cls": 0.6827634811401367, "decode.d6.loss_mask": 0.6575099170207978, "decode.d6.loss_dice": 1.1126914784312247, "decode.d7.loss_cls": 0.6275000303983689, "decode.d7.loss_mask": 0.661236597597599, "decode.d7.loss_dice": 1.1270467936992645, "decode.d8.loss_cls": 0.5957114860415459, "decode.d8.loss_mask": 0.6814127266407013, "decode.d8.loss_dice": 1.1542804673314095, "time": 0.556300950050354, "memory": 7198, "step": 83250}
{"lr": 5.159531711743698e-06, "data_time": 0.009494876861572266, "grad_norm": 98.88554992675782, "loss": 23.74033498764038, "decode.loss_cls": 0.522323851659894, "decode.loss_mask": 0.708958950638771, "decode.loss_dice": 0.9522004336118698, "decode.d0.loss_cls": 2.1030757069587707, "decode.d0.loss_mask": 0.7280678272247314, "decode.d0.loss_dice": 1.0992481157183647, "decode.d1.loss_cls": 0.6317146047949791, "decode.d1.loss_mask": 0.6998705863952637, "decode.d1.loss_dice": 0.9948314875364304, "decode.d2.loss_cls": 0.49953350946307185, "decode.d2.loss_mask": 0.6941531002521515, "decode.d2.loss_dice": 0.9780507892370224, "decode.d3.loss_cls": 0.5407669626176357, "decode.d3.loss_mask": 0.7016944319009781, "decode.d3.loss_dice": 0.9648632377386093, "decode.d4.loss_cls": 0.5506962843239307, "decode.d4.loss_mask": 0.6942894637584687, "decode.d4.loss_dice": 0.9605053722858429, "decode.d5.loss_cls": 0.5203553475439548, "decode.d5.loss_mask": 0.70978924036026, "decode.d5.loss_dice": 0.9896421670913697, "decode.d6.loss_cls": 0.48060306496918204, "decode.d6.loss_mask": 0.7079912811517716, "decode.d6.loss_dice": 0.9721788108348847, "decode.d7.loss_cls": 0.5030125595629216, "decode.d7.loss_mask": 0.7016332507133484, "decode.d7.loss_dice": 0.9532204657793045, "decode.d8.loss_cls": 0.5120919063687325, "decode.d8.loss_mask": 0.7007312268018723, "decode.d8.loss_dice": 0.9642405718564987, "time": 0.5324143886566162, "memory": 7248, "step": 83300}
{"lr": 5.156504508398202e-06, "data_time": 0.009368991851806641, "grad_norm": 93.81719284057617, "loss": 28.059680938720703, "decode.loss_cls": 0.7483532160520554, "decode.loss_mask": 0.69639652967453, "decode.loss_dice": 1.041265845298767, "decode.d0.loss_cls": 2.326914060115814, "decode.d0.loss_mask": 0.8013387680053711, "decode.d0.loss_dice": 1.3318012475967407, "decode.d1.loss_cls": 1.0060903072357177, "decode.d1.loss_mask": 0.7732049614191056, "decode.d1.loss_dice": 1.1920429527759553, "decode.d2.loss_cls": 0.8888933435082436, "decode.d2.loss_mask": 0.712187898159027, "decode.d2.loss_dice": 1.1342102885246277, "decode.d3.loss_cls": 0.8519624337553978, "decode.d3.loss_mask": 0.7216690242290497, "decode.d3.loss_dice": 1.0902847349643707, "decode.d4.loss_cls": 0.8258596792817116, "decode.d4.loss_mask": 0.7129853367805481, "decode.d4.loss_dice": 1.0646990895271302, "decode.d5.loss_cls": 0.7927955940365792, "decode.d5.loss_mask": 0.6997724771499634, "decode.d5.loss_dice": 1.0477807104587555, "decode.d6.loss_cls": 0.8155053183436394, "decode.d6.loss_mask": 0.7094860374927521, "decode.d6.loss_dice": 1.037056565284729, "decode.d7.loss_cls": 0.7490753263235093, "decode.d7.loss_mask": 0.7043328583240509, "decode.d7.loss_dice": 1.0532227218151093, "decode.d8.loss_cls": 0.7617785528302192, "decode.d8.loss_mask": 0.7170749545097351, "decode.d8.loss_dice": 1.0516404509544373, "time": 0.5320048093795776, "memory": 7233, "step": 83350}
{"lr": 5.153477107577015e-06, "data_time": 0.009468460083007812, "grad_norm": 88.30931091308594, "loss": 29.195722103118896, "decode.loss_cls": 0.7448964491486549, "decode.loss_mask": 0.6304749697446823, "decode.loss_dice": 1.2705085813999175, "decode.d0.loss_cls": 2.408465933799744, "decode.d0.loss_mask": 0.6748027831315995, "decode.d0.loss_dice": 1.4327959954738616, "decode.d1.loss_cls": 0.8691345423460006, "decode.d1.loss_mask": 0.6727919608354569, "decode.d1.loss_dice": 1.3770406007766725, "decode.d2.loss_cls": 0.8422564342617989, "decode.d2.loss_mask": 0.6769295334815979, "decode.d2.loss_dice": 1.33826984167099, "decode.d3.loss_cls": 0.8576424241065979, "decode.d3.loss_mask": 0.640570068359375, "decode.d3.loss_dice": 1.3023156821727753, "decode.d4.loss_cls": 0.7634045496582985, "decode.d4.loss_mask": 0.6348153263330459, "decode.d4.loss_dice": 1.2909042716026307, "decode.d5.loss_cls": 0.7577188640832901, "decode.d5.loss_mask": 0.6321468412876129, "decode.d5.loss_dice": 1.2911235213279724, "decode.d6.loss_cls": 0.8168803289532661, "decode.d6.loss_mask": 0.6311176747083664, "decode.d6.loss_dice": 1.2759076237678528, "decode.d7.loss_cls": 0.8023764118552208, "decode.d7.loss_mask": 0.635056659579277, "decode.d7.loss_dice": 1.277440756559372, "decode.d8.loss_cls": 0.7762259513139724, "decode.d8.loss_mask": 0.6237734973430633, "decode.d8.loss_dice": 1.2479346603155137, "time": 0.533708119392395, "memory": 7253, "step": 83400}
{"lr": 5.150449509138344e-06, "data_time": 0.008980870246887207, "grad_norm": 82.8811164855957, "loss": 21.24438543319702, "decode.loss_cls": 0.389914508163929, "decode.loss_mask": 0.5884813845157624, "decode.loss_dice": 0.8918023854494095, "decode.d0.loss_cls": 1.862497341632843, "decode.d0.loss_mask": 0.650790673494339, "decode.d0.loss_dice": 1.067192393541336, "decode.d1.loss_cls": 0.6011805027723313, "decode.d1.loss_mask": 0.609985226392746, "decode.d1.loss_dice": 0.944205516576767, "decode.d2.loss_cls": 0.38490567058324815, "decode.d2.loss_mask": 0.6315619319677352, "decode.d2.loss_dice": 0.9689592391252517, "decode.d3.loss_cls": 0.45051255747675895, "decode.d3.loss_mask": 0.6144622057676316, "decode.d3.loss_dice": 0.9445429772138596, "decode.d4.loss_cls": 0.4717337355017662, "decode.d4.loss_mask": 0.5880613595247268, "decode.d4.loss_dice": 0.8974568128585816, "decode.d5.loss_cls": 0.42989969030022623, "decode.d5.loss_mask": 0.6064545154571533, "decode.d5.loss_dice": 0.9273201048374176, "decode.d6.loss_cls": 0.4506595075130463, "decode.d6.loss_mask": 0.5745621740818023, "decode.d6.loss_dice": 0.8772964328527451, "decode.d7.loss_cls": 0.4476884454488754, "decode.d7.loss_mask": 0.5821476936340332, "decode.d7.loss_dice": 0.9067673116922379, "decode.d8.loss_cls": 0.39774051308631897, "decode.d8.loss_mask": 0.5799490183591842, "decode.d8.loss_dice": 0.9056537628173829, "time": 0.5323002576828003, "memory": 7232, "step": 83450}
{"lr": 5.147421712940198e-06, "data_time": 0.009516596794128418, "grad_norm": 94.79348526000976, "loss": 18.066384887695314, "decode.loss_cls": 0.3699003249406815, "decode.loss_mask": 0.5119821831583977, "decode.loss_dice": 0.7268717244267464, "decode.d0.loss_cls": 1.7871681690216064, "decode.d0.loss_mask": 0.5911612987518311, "decode.d0.loss_dice": 0.8753215566277504, "decode.d1.loss_cls": 0.529601776599884, "decode.d1.loss_mask": 0.5295139789581299, "decode.d1.loss_dice": 0.7510646879673004, "decode.d2.loss_cls": 0.43717494457960127, "decode.d2.loss_mask": 0.5250209122896194, "decode.d2.loss_dice": 0.7645819664001465, "decode.d3.loss_cls": 0.3958965539932251, "decode.d3.loss_mask": 0.5139013439416885, "decode.d3.loss_dice": 0.7294007658958435, "decode.d4.loss_cls": 0.38682729452848436, "decode.d4.loss_mask": 0.5235486343502999, "decode.d4.loss_dice": 0.7403360068798065, "decode.d5.loss_cls": 0.3629188634455204, "decode.d5.loss_mask": 0.5116176903247833, "decode.d5.loss_dice": 0.7170712351799011, "decode.d6.loss_cls": 0.3378422036767006, "decode.d6.loss_mask": 0.5161479964852334, "decode.d6.loss_dice": 0.7412536889314651, "decode.d7.loss_cls": 0.35613525584340094, "decode.d7.loss_mask": 0.5131957709789277, "decode.d7.loss_dice": 0.7417672634124756, "decode.d8.loss_cls": 0.3330967754125595, "decode.d8.loss_mask": 0.5168510541319847, "decode.d8.loss_dice": 0.7292136073112487, "time": 0.5324009180068969, "memory": 7206, "step": 83500}
{"lr": 5.144393718840395e-06, "data_time": 0.00943450927734375, "grad_norm": 95.07391052246093, "loss": 21.985794925689696, "decode.loss_cls": 0.4831504851579666, "decode.loss_mask": 0.5621331334114075, "decode.loss_dice": 0.9052897095680237, "decode.d0.loss_cls": 2.0480431437492372, "decode.d0.loss_mask": 0.6486022204160691, "decode.d0.loss_dice": 1.0599872946739197, "decode.d1.loss_cls": 0.7453485399484634, "decode.d1.loss_mask": 0.6154910802841187, "decode.d1.loss_dice": 0.9476622611284256, "decode.d2.loss_cls": 0.6600645586848259, "decode.d2.loss_mask": 0.551553824543953, "decode.d2.loss_dice": 0.9156251549720764, "decode.d3.loss_cls": 0.6177312731742859, "decode.d3.loss_mask": 0.5566455483436584, "decode.d3.loss_dice": 0.9019191473722458, "decode.d4.loss_cls": 0.5341607913374901, "decode.d4.loss_mask": 0.5675804167985916, "decode.d4.loss_dice": 0.9100567460060119, "decode.d5.loss_cls": 0.5163053721189499, "decode.d5.loss_mask": 0.5493561416864395, "decode.d5.loss_dice": 0.8997188180685043, "decode.d6.loss_cls": 0.47168314307928083, "decode.d6.loss_mask": 0.5583828210830688, "decode.d6.loss_dice": 0.8947575867176056, "decode.d7.loss_cls": 0.48037357479333875, "decode.d7.loss_mask": 0.5583714067935943, "decode.d7.loss_dice": 0.893482768535614, "decode.d8.loss_cls": 0.4692828893661499, "decode.d8.loss_mask": 0.5563635528087616, "decode.d8.loss_dice": 0.9066713750362396, "time": 0.5339142322540283, "memory": 7206, "step": 83550}
{"lr": 5.1413655266965534e-06, "data_time": 0.0094529390335083, "grad_norm": 95.01783561706543, "loss": 26.810065460205077, "decode.loss_cls": 0.683726292848587, "decode.loss_mask": 0.733273622393608, "decode.loss_dice": 1.0105045050382615, "decode.d0.loss_cls": 2.2638012528419496, "decode.d0.loss_mask": 0.8900253295898437, "decode.d0.loss_dice": 1.171406227350235, "decode.d1.loss_cls": 0.7622987121343613, "decode.d1.loss_mask": 0.8274790406227112, "decode.d1.loss_dice": 1.0693926781415939, "decode.d2.loss_cls": 0.82871153652668, "decode.d2.loss_mask": 0.7613343358039856, "decode.d2.loss_dice": 1.045249992609024, "decode.d3.loss_cls": 0.7763633012771607, "decode.d3.loss_mask": 0.7401077196002006, "decode.d3.loss_dice": 1.022853395342827, "decode.d4.loss_cls": 0.7636749058961868, "decode.d4.loss_mask": 0.7378789141774178, "decode.d4.loss_dice": 1.0258661091327668, "decode.d5.loss_cls": 0.682223442196846, "decode.d5.loss_mask": 0.7756468921899795, "decode.d5.loss_dice": 1.0010863214731216, "decode.d6.loss_cls": 0.7147117018699646, "decode.d6.loss_mask": 0.7292659908533097, "decode.d6.loss_dice": 0.9811969310045242, "decode.d7.loss_cls": 0.6653792127966881, "decode.d7.loss_mask": 0.7323804929852485, "decode.d7.loss_dice": 0.9895198285579682, "decode.d8.loss_cls": 0.678689555823803, "decode.d8.loss_mask": 0.7417087972164154, "decode.d8.loss_dice": 1.004309344291687, "time": 0.5353585720062256, "memory": 7252, "step": 83600}
{"lr": 5.138337136366098e-06, "data_time": 0.009329128265380859, "grad_norm": 117.05141067504883, "loss": 28.222900772094725, "decode.loss_cls": 0.54218131005764, "decode.loss_mask": 0.7111175924539566, "decode.loss_dice": 1.2418011456727982, "decode.d0.loss_cls": 2.5238625407218933, "decode.d0.loss_mask": 0.8157609790563584, "decode.d0.loss_dice": 1.4585825756192208, "decode.d1.loss_cls": 0.8100908845663071, "decode.d1.loss_mask": 0.7522621273994445, "decode.d1.loss_dice": 1.348847582936287, "decode.d2.loss_cls": 0.6967753358185291, "decode.d2.loss_mask": 0.734907865524292, "decode.d2.loss_dice": 1.2775777459144593, "decode.d3.loss_cls": 0.6004602864384652, "decode.d3.loss_mask": 0.7194427669048309, "decode.d3.loss_dice": 1.2560336530208587, "decode.d4.loss_cls": 0.5929289698600769, "decode.d4.loss_mask": 0.7183735340833663, "decode.d4.loss_dice": 1.2584372490644455, "decode.d5.loss_cls": 0.6034761644899845, "decode.d5.loss_mask": 0.7208979815244675, "decode.d5.loss_dice": 1.2630204647779464, "decode.d6.loss_cls": 0.597832590341568, "decode.d6.loss_mask": 0.7130696177482605, "decode.d6.loss_dice": 1.2142832279205322, "decode.d7.loss_cls": 0.5820235349237919, "decode.d7.loss_mask": 0.7155882835388183, "decode.d7.loss_dice": 1.2592512577772141, "decode.d8.loss_cls": 0.5094518378376961, "decode.d8.loss_mask": 0.7281615734100342, "decode.d8.loss_dice": 1.2563997596502303, "time": 0.5340527534484864, "memory": 7277, "step": 83650}
{"lr": 5.135308547706256e-06, "data_time": 0.009141683578491211, "grad_norm": 83.6703052520752, "loss": 25.672182273864745, "decode.loss_cls": 0.4179995767772198, "decode.loss_mask": 0.7377105325460434, "decode.loss_dice": 1.1097557485103606, "decode.d0.loss_cls": 2.2563645124435423, "decode.d0.loss_mask": 0.8321908235549926, "decode.d0.loss_dice": 1.2259813010692597, "decode.d1.loss_cls": 0.7166286379098892, "decode.d1.loss_mask": 0.7824577748775482, "decode.d1.loss_dice": 1.1787494480609895, "decode.d2.loss_cls": 0.633924663066864, "decode.d2.loss_mask": 0.7423213660717011, "decode.d2.loss_dice": 1.1077192008495331, "decode.d3.loss_cls": 0.5671440362930298, "decode.d3.loss_mask": 0.7423786163330078, "decode.d3.loss_dice": 1.0893315762281417, "decode.d4.loss_cls": 0.5656957432627678, "decode.d4.loss_mask": 0.7475156545639038, "decode.d4.loss_dice": 1.0796076774597168, "decode.d5.loss_cls": 0.48464265167713166, "decode.d5.loss_mask": 0.7513938307762146, "decode.d5.loss_dice": 1.1052113503217698, "decode.d6.loss_cls": 0.4387571901082993, "decode.d6.loss_mask": 0.7448036909103394, "decode.d6.loss_dice": 1.08279547393322, "decode.d7.loss_cls": 0.46466009095311167, "decode.d7.loss_mask": 0.7162948876619339, "decode.d7.loss_dice": 1.0898317575454712, "decode.d8.loss_cls": 0.4261945359408855, "decode.d8.loss_mask": 0.7495740234851838, "decode.d8.loss_dice": 1.0845454245805741, "time": 0.5339875459671021, "memory": 7227, "step": 83700}
{"lr": 5.132279760574059e-06, "data_time": 0.009426403045654296, "grad_norm": 87.41852493286133, "loss": 23.06958589553833, "decode.loss_cls": 0.48131318436935544, "decode.loss_mask": 0.5808435380458832, "decode.loss_dice": 0.9252449110150337, "decode.d0.loss_cls": 2.3354482293128966, "decode.d0.loss_mask": 0.6427271842956543, "decode.d0.loss_dice": 1.0876180171966552, "decode.d1.loss_cls": 0.7824799753725529, "decode.d1.loss_mask": 0.6459457844495773, "decode.d1.loss_dice": 1.048870474100113, "decode.d2.loss_cls": 0.6959414005279541, "decode.d2.loss_mask": 0.6100409537553787, "decode.d2.loss_dice": 0.9967139393091202, "decode.d3.loss_cls": 0.6101586755365134, "decode.d3.loss_mask": 0.5837440907955169, "decode.d3.loss_dice": 0.9631218671798706, "decode.d4.loss_cls": 0.5692953009158372, "decode.d4.loss_mask": 0.5663306415081024, "decode.d4.loss_dice": 0.926672314107418, "decode.d5.loss_cls": 0.5019735373556614, "decode.d5.loss_mask": 0.5729246497154236, "decode.d5.loss_dice": 0.9516138285398483, "decode.d6.loss_cls": 0.5120895277708769, "decode.d6.loss_mask": 0.5815274119377136, "decode.d6.loss_dice": 0.9407288670539856, "decode.d7.loss_cls": 0.4773659937083721, "decode.d7.loss_mask": 0.5725589692592621, "decode.d7.loss_dice": 0.9150612741708756, "decode.d8.loss_cls": 0.4821845439262688, "decode.d8.loss_mask": 0.5746262639760971, "decode.d8.loss_dice": 0.9344197615981102, "time": 0.535700011253357, "memory": 7195, "step": 83750}
{"lr": 5.129250774826344e-06, "data_time": 0.00959465503692627, "grad_norm": 87.11749572753907, "loss": 22.472702050209044, "decode.loss_cls": 0.6073827689513565, "decode.loss_mask": 0.6429061636328697, "decode.loss_dice": 0.8238534212112427, "decode.d0.loss_cls": 1.799710065126419, "decode.d0.loss_mask": 0.723935917019844, "decode.d0.loss_dice": 0.9988184101879597, "decode.d1.loss_cls": 0.7611486572772265, "decode.d1.loss_mask": 0.6829207226634025, "decode.d1.loss_dice": 0.9164384961128235, "decode.d2.loss_cls": 0.6156251845881343, "decode.d2.loss_mask": 0.643853522837162, "decode.d2.loss_dice": 0.8459825322031975, "decode.d3.loss_cls": 0.5793101321905851, "decode.d3.loss_mask": 0.6404588028788567, "decode.d3.loss_dice": 0.8487676240503788, "decode.d4.loss_cls": 0.5625246938318014, "decode.d4.loss_mask": 0.657053355872631, "decode.d4.loss_dice": 0.8670922547578812, "decode.d5.loss_cls": 0.5990352038294077, "decode.d5.loss_mask": 0.64469034075737, "decode.d5.loss_dice": 0.8440487369894981, "decode.d6.loss_cls": 0.5479564718902111, "decode.d6.loss_mask": 0.6435610800981522, "decode.d6.loss_dice": 0.8355403065681457, "decode.d7.loss_cls": 0.5988299427554011, "decode.d7.loss_mask": 0.6429490730166435, "decode.d7.loss_dice": 0.8278526693582535, "decode.d8.loss_cls": 0.5809524221345782, "decode.d8.loss_mask": 0.6523790776729583, "decode.d8.loss_dice": 0.837123940885067, "time": 0.5315630435943604, "memory": 7214, "step": 83800}
{"lr": 5.1262215903197515e-06, "data_time": 0.00942842960357666, "grad_norm": 100.72639083862305, "loss": 16.816204261779784, "decode.loss_cls": 0.280080197006464, "decode.loss_mask": 0.5711476504802704, "decode.loss_dice": 0.6481724172830582, "decode.d0.loss_cls": 1.6509117305278778, "decode.d0.loss_mask": 0.5895369052886963, "decode.d0.loss_dice": 0.7600847393274307, "decode.d1.loss_cls": 0.3952952802181244, "decode.d1.loss_mask": 0.6134889423847198, "decode.d1.loss_dice": 0.7058257967233658, "decode.d2.loss_cls": 0.30417547672986983, "decode.d2.loss_mask": 0.6047929733991623, "decode.d2.loss_dice": 0.6635822504758835, "decode.d3.loss_cls": 0.32891416028141973, "decode.d3.loss_mask": 0.5674477130174637, "decode.d3.loss_dice": 0.6406363412737847, "decode.d4.loss_cls": 0.3101519286632538, "decode.d4.loss_mask": 0.5692691236734391, "decode.d4.loss_dice": 0.6490781038999558, "decode.d5.loss_cls": 0.28161145374178886, "decode.d5.loss_mask": 0.566373097896576, "decode.d5.loss_dice": 0.6611926645040512, "decode.d6.loss_cls": 0.29236845299601555, "decode.d6.loss_mask": 0.5522631168365478, "decode.d6.loss_dice": 0.6342541053891182, "decode.d7.loss_cls": 0.28030716851353643, "decode.d7.loss_mask": 0.5580179333686829, "decode.d7.loss_dice": 0.6430572494864464, "decode.d8.loss_cls": 0.25680059343576433, "decode.d8.loss_mask": 0.58404940366745, "decode.d8.loss_dice": 0.6533171117305756, "time": 0.5332319259643554, "memory": 7186, "step": 83850}
{"lr": 5.123192206910715e-06, "data_time": 0.009405851364135742, "grad_norm": 94.04000473022461, "loss": 22.429727172851564, "decode.loss_cls": 0.5496113583445549, "decode.loss_mask": 0.6351790249347686, "decode.loss_dice": 0.8296973139047623, "decode.d0.loss_cls": 2.0269673228263856, "decode.d0.loss_mask": 0.709707273542881, "decode.d0.loss_dice": 0.9757150202989578, "decode.d1.loss_cls": 0.7326402008533478, "decode.d1.loss_mask": 0.6658108979463577, "decode.d1.loss_dice": 0.9227378964424133, "decode.d2.loss_cls": 0.6936764180660248, "decode.d2.loss_mask": 0.6602536350488662, "decode.d2.loss_dice": 0.8792804062366486, "decode.d3.loss_cls": 0.6555157199501991, "decode.d3.loss_mask": 0.5954749837517739, "decode.d3.loss_dice": 0.8216186538338661, "decode.d4.loss_cls": 0.6137594535946846, "decode.d4.loss_mask": 0.6266387194395066, "decode.d4.loss_dice": 0.8132075816392899, "decode.d5.loss_cls": 0.5725325092673301, "decode.d5.loss_mask": 0.6345841228961945, "decode.d5.loss_dice": 0.8530032455921173, "decode.d6.loss_cls": 0.5342542007565498, "decode.d6.loss_mask": 0.6239471152424813, "decode.d6.loss_dice": 0.8205393314361572, "decode.d7.loss_cls": 0.5397556364536286, "decode.d7.loss_mask": 0.6335211813449859, "decode.d7.loss_dice": 0.8251733750104904, "decode.d8.loss_cls": 0.5135634198784829, "decode.d8.loss_mask": 0.6363855674862862, "decode.d8.loss_dice": 0.8349764674901963, "time": 0.5332891941070557, "memory": 7262, "step": 83900}
{"lr": 5.120162624455481e-06, "data_time": 0.009200406074523926, "grad_norm": 86.0704574584961, "loss": 26.228624439239503, "decode.loss_cls": 0.5768460586667061, "decode.loss_mask": 0.6437315464019775, "decode.loss_dice": 1.1700135350227356, "decode.d0.loss_cls": 2.0475238382816316, "decode.d0.loss_mask": 0.7001263290643692, "decode.d0.loss_dice": 1.3789175420999527, "decode.d1.loss_cls": 0.7151121333241462, "decode.d1.loss_mask": 0.6395138174295425, "decode.d1.loss_dice": 1.2033571302890778, "decode.d2.loss_cls": 0.7179439216852188, "decode.d2.loss_mask": 0.6472907692193985, "decode.d2.loss_dice": 1.1903592705726624, "decode.d3.loss_cls": 0.6744804367423057, "decode.d3.loss_mask": 0.626380643248558, "decode.d3.loss_dice": 1.1772169828414918, "decode.d4.loss_cls": 0.6292760878801346, "decode.d4.loss_mask": 0.6351840287446976, "decode.d4.loss_dice": 1.1831131100654602, "decode.d5.loss_cls": 0.6450644113123417, "decode.d5.loss_mask": 0.6382339686155319, "decode.d5.loss_dice": 1.1503703832626342, "decode.d6.loss_cls": 0.6153706900775433, "decode.d6.loss_mask": 0.6411613047122955, "decode.d6.loss_dice": 1.1532924890518188, "decode.d7.loss_cls": 0.5939169727265835, "decode.d7.loss_mask": 0.6361852437257767, "decode.d7.loss_dice": 1.1852073669433594, "decode.d8.loss_cls": 0.5884385392069816, "decode.d8.loss_mask": 0.6379472106695175, "decode.d8.loss_dice": 1.1870485603809358, "time": 0.5599554777145386, "memory": 7243, "step": 83950}
{"lr": 5.117132842810089e-06, "data_time": 0.009228515625, "grad_norm": 84.6329360961914, "loss": 20.40408067703247, "decode.loss_cls": 0.49488030225038526, "decode.loss_mask": 0.5793090432882309, "decode.loss_dice": 0.7447211652994156, "decode.d0.loss_cls": 2.047413682937622, "decode.d0.loss_mask": 0.7400465115904808, "decode.d0.loss_dice": 0.8861119329929352, "decode.d1.loss_cls": 0.6251918002963066, "decode.d1.loss_mask": 0.6294706523418426, "decode.d1.loss_dice": 0.806370598077774, "decode.d2.loss_cls": 0.5994158878922462, "decode.d2.loss_mask": 0.5742994591593742, "decode.d2.loss_dice": 0.733600714802742, "decode.d3.loss_cls": 0.541292418539524, "decode.d3.loss_mask": 0.5827498778700828, "decode.d3.loss_dice": 0.7492996573448181, "decode.d4.loss_cls": 0.4954394564032555, "decode.d4.loss_mask": 0.6009510323405266, "decode.d4.loss_dice": 0.745731845498085, "decode.d5.loss_cls": 0.4969920963048935, "decode.d5.loss_mask": 0.5874978199601173, "decode.d5.loss_dice": 0.742356151342392, "decode.d6.loss_cls": 0.5009461760520935, "decode.d6.loss_mask": 0.5792101845145226, "decode.d6.loss_dice": 0.7424576491117477, "decode.d7.loss_cls": 0.4826823487877846, "decode.d7.loss_mask": 0.5788980811834336, "decode.d7.loss_dice": 0.7165271699428558, "decode.d8.loss_cls": 0.46244643703103067, "decode.d8.loss_mask": 0.5887058198451995, "decode.d8.loss_dice": 0.749064514040947, "time": 0.5319597482681274, "memory": 7237, "step": 84000}
{"lr": 5.114102861830388e-06, "data_time": 0.009192228317260742, "grad_norm": 90.27835044860839, "loss": 26.289345359802248, "decode.loss_cls": 0.6111366122961044, "decode.loss_mask": 0.7613251596689224, "decode.loss_dice": 0.9405435681343078, "decode.d0.loss_cls": 2.2298495769500732, "decode.d0.loss_mask": 0.8354505985975266, "decode.d0.loss_dice": 1.0378830045461656, "decode.d1.loss_cls": 0.9389473751187325, "decode.d1.loss_mask": 0.837101686000824, "decode.d1.loss_dice": 1.0267198264598847, "decode.d2.loss_cls": 0.8528263002634049, "decode.d2.loss_mask": 0.815876978635788, "decode.d2.loss_dice": 0.9871946990489959, "decode.d3.loss_cls": 0.7500209480524063, "decode.d3.loss_mask": 0.7807171165943145, "decode.d3.loss_dice": 0.9490757167339325, "decode.d4.loss_cls": 0.7382765457034111, "decode.d4.loss_mask": 0.7821085631847382, "decode.d4.loss_dice": 0.961288121342659, "decode.d5.loss_cls": 0.6645947262644768, "decode.d5.loss_mask": 0.7698519468307495, "decode.d5.loss_dice": 0.9520001232624054, "decode.d6.loss_cls": 0.7094848722219467, "decode.d6.loss_mask": 0.7608573377132416, "decode.d6.loss_dice": 0.9440014064311981, "decode.d7.loss_cls": 0.6228764250874519, "decode.d7.loss_mask": 0.7646750181913375, "decode.d7.loss_dice": 0.9429769188165664, "decode.d8.loss_cls": 0.605995325744152, "decode.d8.loss_mask": 0.7593539237976075, "decode.d8.loss_dice": 0.9563360989093781, "time": 0.5561923742294311, "memory": 7259, "step": 84050}
{"lr": 5.1110726813720156e-06, "data_time": 0.00947713851928711, "grad_norm": 87.86747589111329, "loss": 22.26321678161621, "decode.loss_cls": 0.6198241256177426, "decode.loss_mask": 0.6404672563076019, "decode.loss_dice": 0.7448259919881821, "decode.d0.loss_cls": 2.1563225030899047, "decode.d0.loss_mask": 0.6578888803720474, "decode.d0.loss_dice": 0.8682702720165253, "decode.d1.loss_cls": 0.7335691541433335, "decode.d1.loss_mask": 0.6677275687456131, "decode.d1.loss_dice": 0.8484566122293472, "decode.d2.loss_cls": 0.7319737151265144, "decode.d2.loss_mask": 0.6364766538143158, "decode.d2.loss_dice": 0.7566026508808136, "decode.d3.loss_cls": 0.6263193666934967, "decode.d3.loss_mask": 0.6717117011547089, "decode.d3.loss_dice": 0.7655746191740036, "decode.d4.loss_cls": 0.5648927204310894, "decode.d4.loss_mask": 0.6659617125988007, "decode.d4.loss_dice": 0.7951223999261856, "decode.d5.loss_cls": 0.6372172065079212, "decode.d5.loss_mask": 0.6647902846336364, "decode.d5.loss_dice": 0.767919608950615, "decode.d6.loss_cls": 0.5802822388708592, "decode.d6.loss_mask": 0.6583950251340867, "decode.d6.loss_dice": 0.7587154746055603, "decode.d7.loss_cls": 0.5927679590880871, "decode.d7.loss_mask": 0.6542248636484146, "decode.d7.loss_dice": 0.7687320560216904, "decode.d8.loss_cls": 0.6074901573359967, "decode.d8.loss_mask": 0.6656001299619675, "decode.d8.loss_dice": 0.7550943166017532, "time": 0.5588088512420655, "memory": 7209, "step": 84100}
{"lr": 5.108042301290423e-06, "data_time": 0.009404325485229492, "grad_norm": 79.51575775146485, "loss": 21.72514142990112, "decode.loss_cls": 0.4626910164952278, "decode.loss_mask": 0.5525439798831939, "decode.loss_dice": 0.9174006968736649, "decode.d0.loss_cls": 2.133691728115082, "decode.d0.loss_mask": 0.6038209468126297, "decode.d0.loss_dice": 1.107873836159706, "decode.d1.loss_cls": 0.6270279377698899, "decode.d1.loss_mask": 0.5698154002428055, "decode.d1.loss_dice": 1.0226110428571702, "decode.d2.loss_cls": 0.5321329906582832, "decode.d2.loss_mask": 0.530099281668663, "decode.d2.loss_dice": 0.9545739233493805, "decode.d3.loss_cls": 0.5767467826604843, "decode.d3.loss_mask": 0.53349349796772, "decode.d3.loss_dice": 0.9196695923805237, "decode.d4.loss_cls": 0.5297750905156136, "decode.d4.loss_mask": 0.532085406780243, "decode.d4.loss_dice": 0.9122608959674835, "decode.d5.loss_cls": 0.4634311407804489, "decode.d5.loss_mask": 0.540350142121315, "decode.d5.loss_dice": 0.9186967045068741, "decode.d6.loss_cls": 0.4663411155343056, "decode.d6.loss_mask": 0.5428858041763306, "decode.d6.loss_dice": 0.9199412375688553, "decode.d7.loss_cls": 0.4634658947587013, "decode.d7.loss_mask": 0.5384159177541733, "decode.d7.loss_dice": 0.9255947202444077, "decode.d8.loss_cls": 0.44459864050149916, "decode.d8.loss_mask": 0.5569778680801392, "decode.d8.loss_dice": 0.9261277854442597, "time": 0.5331949710845947, "memory": 7275, "step": 84150}
{"lr": 5.105011721440851e-06, "data_time": 0.009482121467590332, "grad_norm": 84.96965179443359, "loss": 25.731647062301636, "decode.loss_cls": 0.5709306716918945, "decode.loss_mask": 0.6616885155439377, "decode.loss_dice": 1.0444987311959266, "decode.d0.loss_cls": 2.144212341308594, "decode.d0.loss_mask": 0.7418644204735756, "decode.d0.loss_dice": 1.21107636988163, "decode.d1.loss_cls": 0.7528632879257202, "decode.d1.loss_mask": 0.7150247752666473, "decode.d1.loss_dice": 1.1864210471510888, "decode.d2.loss_cls": 0.7627602949738502, "decode.d2.loss_mask": 0.6757869362831116, "decode.d2.loss_dice": 1.1339899092912673, "decode.d3.loss_cls": 0.6944229289889335, "decode.d3.loss_mask": 0.6600253909826279, "decode.d3.loss_dice": 1.0508515954017639, "decode.d4.loss_cls": 0.6213422104716301, "decode.d4.loss_mask": 0.6650257334113121, "decode.d4.loss_dice": 1.066516277194023, "decode.d5.loss_cls": 0.6485767617821694, "decode.d5.loss_mask": 0.6411640882492066, "decode.d5.loss_dice": 1.0579314425587654, "decode.d6.loss_cls": 0.6507816210389137, "decode.d6.loss_mask": 0.645016822218895, "decode.d6.loss_dice": 1.055554386973381, "decode.d7.loss_cls": 0.6442097999155522, "decode.d7.loss_mask": 0.6549912199378014, "decode.d7.loss_dice": 1.043960952758789, "decode.d8.loss_cls": 0.5906093962490558, "decode.d8.loss_mask": 0.6663270398974419, "decode.d8.loss_dice": 1.073221853375435, "time": 0.5337951183319092, "memory": 7243, "step": 84200}
{"lr": 5.10198094167835e-06, "data_time": 0.009508585929870606, "grad_norm": 106.52277221679688, "loss": 20.315268564224244, "decode.loss_cls": 0.5327572762966156, "decode.loss_mask": 0.49510861486196517, "decode.loss_dice": 0.8501073002815247, "decode.d0.loss_cls": 1.8898998379707337, "decode.d0.loss_mask": 0.6013162538409234, "decode.d0.loss_dice": 0.9952869355678559, "decode.d1.loss_cls": 0.5792625203728676, "decode.d1.loss_mask": 0.5602151110768319, "decode.d1.loss_dice": 0.9031544536352157, "decode.d2.loss_cls": 0.6103504583239555, "decode.d2.loss_mask": 0.5022763699293137, "decode.d2.loss_dice": 0.8561508566141128, "decode.d3.loss_cls": 0.4869504928588867, "decode.d3.loss_mask": 0.49826536774635316, "decode.d3.loss_dice": 0.8290314927697182, "decode.d4.loss_cls": 0.4659340292215347, "decode.d4.loss_mask": 0.5005709625780582, "decode.d4.loss_dice": 0.8501861453056335, "decode.d5.loss_cls": 0.4947379991412163, "decode.d5.loss_mask": 0.49472231715917586, "decode.d5.loss_dice": 0.8657578766345978, "decode.d6.loss_cls": 0.4647199735045433, "decode.d6.loss_mask": 0.48888036906719207, "decode.d6.loss_dice": 0.8518823504447937, "decode.d7.loss_cls": 0.5118596389889717, "decode.d7.loss_mask": 0.4961551494896412, "decode.d7.loss_dice": 0.8490332245826722, "decode.d8.loss_cls": 0.49059233218431475, "decode.d8.loss_mask": 0.48719818890094757, "decode.d8.loss_dice": 0.812903955578804, "time": 0.5580517292022705, "memory": 7255, "step": 84250}
{"lr": 5.098949961857766e-06, "data_time": 0.009368443489074707, "grad_norm": 85.1607509613037, "loss": 23.75295045375824, "decode.loss_cls": 0.5368485219776631, "decode.loss_mask": 0.676525042951107, "decode.loss_dice": 0.9827206075191498, "decode.d0.loss_cls": 1.9374130606651305, "decode.d0.loss_mask": 0.7364786803722382, "decode.d0.loss_dice": 1.0922332488000392, "decode.d1.loss_cls": 0.692748412117362, "decode.d1.loss_mask": 0.6621429949998856, "decode.d1.loss_dice": 1.025873376429081, "decode.d2.loss_cls": 0.6293887376785279, "decode.d2.loss_mask": 0.6499795109033585, "decode.d2.loss_dice": 0.9974849857389927, "decode.d3.loss_cls": 0.5823764584958553, "decode.d3.loss_mask": 0.6584310203790664, "decode.d3.loss_dice": 0.9953965924680233, "decode.d4.loss_cls": 0.5347865890711546, "decode.d4.loss_mask": 0.6727241247892379, "decode.d4.loss_dice": 0.9926926977932453, "decode.d5.loss_cls": 0.5229434929788113, "decode.d5.loss_mask": 0.651324063539505, "decode.d5.loss_dice": 0.9893708907067775, "decode.d6.loss_cls": 0.5124664284288883, "decode.d6.loss_mask": 0.660417166352272, "decode.d6.loss_dice": 0.9599689476191997, "decode.d7.loss_cls": 0.5137533582746983, "decode.d7.loss_mask": 0.6803830981254577, "decode.d7.loss_dice": 0.9822122000157834, "decode.d8.loss_cls": 0.5561108693480492, "decode.d8.loss_mask": 0.6788140848279, "decode.d8.loss_dice": 0.9889406926929951, "time": 0.5321530342102051, "memory": 7248, "step": 84300}
{"lr": 5.095918781833734e-06, "data_time": 0.0093827486038208, "grad_norm": 85.10982360839844, "loss": 23.358001708984375, "decode.loss_cls": 0.5243898041546344, "decode.loss_mask": 0.5464588612318039, "decode.loss_dice": 0.9868619322776795, "decode.d0.loss_cls": 2.2517686009407045, "decode.d0.loss_mask": 0.6585345506668091, "decode.d0.loss_dice": 1.2254850625991822, "decode.d1.loss_cls": 0.728321448713541, "decode.d1.loss_mask": 0.6131946057081222, "decode.d1.loss_dice": 1.097820058465004, "decode.d2.loss_cls": 0.5935179583728314, "decode.d2.loss_mask": 0.576139098405838, "decode.d2.loss_dice": 1.0521622017025947, "decode.d3.loss_cls": 0.5905647970736027, "decode.d3.loss_mask": 0.5562877923250198, "decode.d3.loss_dice": 1.0012598425149917, "decode.d4.loss_cls": 0.5578680634498596, "decode.d4.loss_mask": 0.5586973190307617, "decode.d4.loss_dice": 1.0187482953071594, "decode.d5.loss_cls": 0.5674569331109524, "decode.d5.loss_mask": 0.5432903409004212, "decode.d5.loss_dice": 0.9909959465265274, "decode.d6.loss_cls": 0.5185247868299484, "decode.d6.loss_mask": 0.541143137216568, "decode.d6.loss_dice": 0.9965304583311081, "decode.d7.loss_cls": 0.5030309200286865, "decode.d7.loss_mask": 0.542553523182869, "decode.d7.loss_dice": 0.9963725507259369, "decode.d8.loss_cls": 0.49441484212875364, "decode.d8.loss_mask": 0.5351658821105957, "decode.d8.loss_dice": 0.990441769361496, "time": 0.531151270866394, "memory": 7254, "step": 84350}
{"lr": 5.092887401460699e-06, "data_time": 0.009325313568115234, "grad_norm": 88.97379264831542, "loss": 24.23291597366333, "decode.loss_cls": 0.5570786163210869, "decode.loss_mask": 0.6125457674264908, "decode.loss_dice": 0.9941697001457215, "decode.d0.loss_cls": 2.151468813419342, "decode.d0.loss_mask": 0.7014088600873947, "decode.d0.loss_dice": 1.1758713245391845, "decode.d1.loss_cls": 0.6957843035459519, "decode.d1.loss_mask": 0.617703977227211, "decode.d1.loss_dice": 1.0872989475727082, "decode.d2.loss_cls": 0.7245161786675454, "decode.d2.loss_mask": 0.5942630708217621, "decode.d2.loss_dice": 1.0703845560550689, "decode.d3.loss_cls": 0.5982078433036804, "decode.d3.loss_mask": 0.6080548167228699, "decode.d3.loss_dice": 1.0014915645122529, "decode.d4.loss_cls": 0.5590826004743576, "decode.d4.loss_mask": 0.6076366633176804, "decode.d4.loss_dice": 1.0275382369756698, "decode.d5.loss_cls": 0.5774104505777359, "decode.d5.loss_mask": 0.6090951442718506, "decode.d5.loss_dice": 1.063347014784813, "decode.d6.loss_cls": 0.582956463098526, "decode.d6.loss_mask": 0.6124728202819825, "decode.d6.loss_dice": 1.0172976523637771, "decode.d7.loss_cls": 0.5930904611945153, "decode.d7.loss_mask": 0.6104409635066986, "decode.d7.loss_dice": 1.0203771024942399, "decode.d8.loss_cls": 0.5497171506285667, "decode.d8.loss_mask": 0.609239062666893, "decode.d8.loss_dice": 1.00296548306942, "time": 0.5310643196105957, "memory": 7254, "step": 84400}
{"lr": 5.089855820592902e-06, "data_time": 0.009525752067565918, "grad_norm": 96.97680435180663, "loss": 22.753065586090088, "decode.loss_cls": 0.4470380961894989, "decode.loss_mask": 0.6108314394950867, "decode.loss_dice": 0.974826255440712, "decode.d0.loss_cls": 2.0056433737277986, "decode.d0.loss_mask": 0.6974378675222397, "decode.d0.loss_dice": 1.1404962241649628, "decode.d1.loss_cls": 0.7486703127622605, "decode.d1.loss_mask": 0.5921957194805145, "decode.d1.loss_dice": 1.0234087601304054, "decode.d2.loss_cls": 0.5640371531248093, "decode.d2.loss_mask": 0.5913751870393753, "decode.d2.loss_dice": 0.9806058317422867, "decode.d3.loss_cls": 0.4994850277900696, "decode.d3.loss_mask": 0.6119162857532501, "decode.d3.loss_dice": 0.9573990896344184, "decode.d4.loss_cls": 0.49243770241737367, "decode.d4.loss_mask": 0.6040615856647491, "decode.d4.loss_dice": 0.9639549985527992, "decode.d5.loss_cls": 0.5031373053789139, "decode.d5.loss_mask": 0.598204493522644, "decode.d5.loss_dice": 0.9628361865878106, "decode.d6.loss_cls": 0.4938554227352142, "decode.d6.loss_mask": 0.6054954200983047, "decode.d6.loss_dice": 0.9624866887927055, "decode.d7.loss_cls": 0.5023054838180542, "decode.d7.loss_mask": 0.6086416065692901, "decode.d7.loss_dice": 0.9672336906194687, "decode.d8.loss_cls": 0.4585336744785309, "decode.d8.loss_mask": 0.6120691537857056, "decode.d8.loss_dice": 0.972445224225521, "time": 0.5295618295669555, "memory": 7216, "step": 84450}
{"lr": 5.086824039084373e-06, "data_time": 0.00929272174835205, "grad_norm": 89.29641456604004, "loss": 23.057322216033935, "decode.loss_cls": 0.5932521611452103, "decode.loss_mask": 0.5594296663999557, "decode.loss_dice": 0.8605294853448868, "decode.d0.loss_cls": 2.273872184753418, "decode.d0.loss_mask": 0.6366711914539337, "decode.d0.loss_dice": 1.0222493529319763, "decode.d1.loss_cls": 0.8001502186059952, "decode.d1.loss_mask": 0.6224661499261857, "decode.d1.loss_dice": 1.0042742937803268, "decode.d2.loss_cls": 0.7228233873844147, "decode.d2.loss_mask": 0.5857798278331756, "decode.d2.loss_dice": 0.9359295994043351, "decode.d3.loss_cls": 0.6439546912908554, "decode.d3.loss_mask": 0.5715763390064239, "decode.d3.loss_dice": 0.8913629502058029, "decode.d4.loss_cls": 0.6401020884513855, "decode.d4.loss_mask": 0.5595443934202194, "decode.d4.loss_dice": 0.8854381412267684, "decode.d5.loss_cls": 0.6236332163214684, "decode.d5.loss_mask": 0.5610885590314865, "decode.d5.loss_dice": 0.886269673705101, "decode.d6.loss_cls": 0.6234174996614457, "decode.d6.loss_mask": 0.5663848787546157, "decode.d6.loss_dice": 0.8722851991653442, "decode.d7.loss_cls": 0.6258727788925171, "decode.d7.loss_mask": 0.5666617333889008, "decode.d7.loss_dice": 0.8685629695653916, "decode.d8.loss_cls": 0.6262265056371689, "decode.d8.loss_mask": 0.5652480542659759, "decode.d8.loss_dice": 0.8622655540704727, "time": 0.5570299863815308, "memory": 7260, "step": 84500}
{"lr": 5.083792056788948e-06, "data_time": 0.009456372261047364, "grad_norm": 104.5869987487793, "loss": 24.664025497436523, "decode.loss_cls": 0.6116127029061318, "decode.loss_mask": 0.6528141736984253, "decode.loss_dice": 1.0046272099018096, "decode.d0.loss_cls": 1.9819673299789429, "decode.d0.loss_mask": 0.7107213258743286, "decode.d0.loss_dice": 1.160732239484787, "decode.d1.loss_cls": 0.8241312354803085, "decode.d1.loss_mask": 0.6411712259054184, "decode.d1.loss_dice": 1.078956738114357, "decode.d2.loss_cls": 0.6999001204967499, "decode.d2.loss_mask": 0.6368147492408752, "decode.d2.loss_dice": 1.0544533431529999, "decode.d3.loss_cls": 0.6443174168467521, "decode.d3.loss_mask": 0.6497670471668243, "decode.d3.loss_dice": 1.055611401796341, "decode.d4.loss_cls": 0.6037964023649692, "decode.d4.loss_mask": 0.6416212022304535, "decode.d4.loss_dice": 1.0385795742273332, "decode.d5.loss_cls": 0.5785382464528084, "decode.d5.loss_mask": 0.6452482849359512, "decode.d5.loss_dice": 1.0185568690299989, "decode.d6.loss_cls": 0.5739353202283383, "decode.d6.loss_mask": 0.6518759250640869, "decode.d6.loss_dice": 1.0020233809947967, "decode.d7.loss_cls": 0.617705411463976, "decode.d7.loss_mask": 0.647666996717453, "decode.d7.loss_dice": 0.9908274263143539, "decode.d8.loss_cls": 0.5883715443313122, "decode.d8.loss_mask": 0.6419522911310196, "decode.d8.loss_dice": 1.0157297521829605, "time": 0.5338024377822876, "memory": 7189, "step": 84550}
{"lr": 5.080759873560255e-06, "data_time": 0.009480714797973633, "grad_norm": 85.55663986206055, "loss": 23.978402614593506, "decode.loss_cls": 0.5345433205366135, "decode.loss_mask": 0.6177617728710174, "decode.loss_dice": 0.9895402729511261, "decode.d0.loss_cls": 2.3007840752601623, "decode.d0.loss_mask": 0.7056143641471863, "decode.d0.loss_dice": 1.1737778931856155, "decode.d1.loss_cls": 0.6886289775371551, "decode.d1.loss_mask": 0.649627760052681, "decode.d1.loss_dice": 1.1024652302265168, "decode.d2.loss_cls": 0.5899257555603981, "decode.d2.loss_mask": 0.6217554748058319, "decode.d2.loss_dice": 1.0299920648336411, "decode.d3.loss_cls": 0.6155187666416169, "decode.d3.loss_mask": 0.6267500132322311, "decode.d3.loss_dice": 0.9992148458957673, "decode.d4.loss_cls": 0.558929705619812, "decode.d4.loss_mask": 0.6242849171161652, "decode.d4.loss_dice": 0.9900896310806274, "decode.d5.loss_cls": 0.522082008421421, "decode.d5.loss_mask": 0.6300444036722184, "decode.d5.loss_dice": 0.9939091593027115, "decode.d6.loss_cls": 0.497524781525135, "decode.d6.loss_mask": 0.6251212894916535, "decode.d6.loss_dice": 0.9991084724664688, "decode.d7.loss_cls": 0.5093508243560791, "decode.d7.loss_mask": 0.6325669169425965, "decode.d7.loss_dice": 0.9843361467123032, "decode.d8.loss_cls": 0.5689199462532997, "decode.d8.loss_mask": 0.6177314043045044, "decode.d8.loss_dice": 0.9785025745630265, "time": 0.5843241930007934, "memory": 7237, "step": 84600}
{"lr": 5.077727489251725e-06, "data_time": 0.009438800811767577, "grad_norm": 91.19315795898437, "loss": 21.268464374542237, "decode.loss_cls": 0.4128002032637596, "decode.loss_mask": 0.5866410553455352, "decode.loss_dice": 0.9127379775047302, "decode.d0.loss_cls": 1.9246016502380372, "decode.d0.loss_mask": 0.6513939082622529, "decode.d0.loss_dice": 1.101392498612404, "decode.d1.loss_cls": 0.5514090150594712, "decode.d1.loss_mask": 0.6542319655418396, "decode.d1.loss_dice": 1.0090007722377776, "decode.d2.loss_cls": 0.4400884032249451, "decode.d2.loss_mask": 0.602989199757576, "decode.d2.loss_dice": 0.9875443637371063, "decode.d3.loss_cls": 0.4364510402083397, "decode.d3.loss_mask": 0.6032842427492142, "decode.d3.loss_dice": 0.9080545008182526, "decode.d4.loss_cls": 0.45058653205633165, "decode.d4.loss_mask": 0.5691303074359894, "decode.d4.loss_dice": 0.8961810171604156, "decode.d5.loss_cls": 0.44196636527776717, "decode.d5.loss_mask": 0.5709347277879715, "decode.d5.loss_dice": 0.9161634922027588, "decode.d6.loss_cls": 0.4101521551609039, "decode.d6.loss_mask": 0.5730134963989257, "decode.d6.loss_dice": 0.8854931771755219, "decode.d7.loss_cls": 0.4037913352251053, "decode.d7.loss_mask": 0.5709330290555954, "decode.d7.loss_dice": 0.8922915697097779, "decode.d8.loss_cls": 0.42563811391592027, "decode.d8.loss_mask": 0.5771503865718841, "decode.d8.loss_dice": 0.9024186730384827, "time": 0.5320962905883789, "memory": 7295, "step": 84650}
{"lr": 5.074694903716574e-06, "data_time": 0.009502291679382324, "grad_norm": 89.19833068847656, "loss": 20.026009559631348, "decode.loss_cls": 0.5423042953014374, "decode.loss_mask": 0.5629619300365448, "decode.loss_dice": 0.713452371954918, "decode.d0.loss_cls": 1.8723897457122802, "decode.d0.loss_mask": 0.5758665353059769, "decode.d0.loss_dice": 0.7824364721775054, "decode.d1.loss_cls": 0.6096999302506447, "decode.d1.loss_mask": 0.5817682772874833, "decode.d1.loss_dice": 0.7625402003526688, "decode.d2.loss_cls": 0.6000271528959275, "decode.d2.loss_mask": 0.5891621202230454, "decode.d2.loss_dice": 0.7355558633804321, "decode.d3.loss_cls": 0.5634154036641121, "decode.d3.loss_mask": 0.5399294704198837, "decode.d3.loss_dice": 0.7298517197370529, "decode.d4.loss_cls": 0.494066496193409, "decode.d4.loss_mask": 0.5422499522566795, "decode.d4.loss_dice": 0.7494523167610169, "decode.d5.loss_cls": 0.623050969839096, "decode.d5.loss_mask": 0.5487347796559334, "decode.d5.loss_dice": 0.7427536621689796, "decode.d6.loss_cls": 0.6062556579709053, "decode.d6.loss_mask": 0.5407465100288391, "decode.d6.loss_dice": 0.7122701361775399, "decode.d7.loss_cls": 0.583454255759716, "decode.d7.loss_mask": 0.5473999336361886, "decode.d7.loss_dice": 0.6908380478620529, "decode.d8.loss_cls": 0.544300588965416, "decode.d8.loss_mask": 0.5597960099577903, "decode.d8.loss_dice": 0.7792789727449417, "time": 0.5325078248977662, "memory": 7206, "step": 84700}
{"lr": 5.071662116807822e-06, "data_time": 0.009347176551818848, "grad_norm": 86.60434074401856, "loss": 22.00793170928955, "decode.loss_cls": 0.5472673177719116, "decode.loss_mask": 0.6088112890720367, "decode.loss_dice": 0.760299625992775, "decode.d0.loss_cls": 2.0873302459716796, "decode.d0.loss_mask": 0.6663696557283402, "decode.d0.loss_dice": 0.8514551162719727, "decode.d1.loss_cls": 0.8590314656496048, "decode.d1.loss_mask": 0.6390056192874909, "decode.d1.loss_dice": 0.852817440032959, "decode.d2.loss_cls": 0.692987684905529, "decode.d2.loss_mask": 0.6281286120414734, "decode.d2.loss_dice": 0.8178580343723297, "decode.d3.loss_cls": 0.5730094693601131, "decode.d3.loss_mask": 0.6222273990511894, "decode.d3.loss_dice": 0.8191551029682159, "decode.d4.loss_cls": 0.6347063273191452, "decode.d4.loss_mask": 0.6046741843223572, "decode.d4.loss_dice": 0.7972416996955871, "decode.d5.loss_cls": 0.6417983323335648, "decode.d5.loss_mask": 0.6183663472533226, "decode.d5.loss_dice": 0.7927943289279937, "decode.d6.loss_cls": 0.5972764231264591, "decode.d6.loss_mask": 0.6180015206336975, "decode.d6.loss_dice": 0.7686551958322525, "decode.d7.loss_cls": 0.5472966820001602, "decode.d7.loss_mask": 0.6268421918153763, "decode.d7.loss_dice": 0.7707268297672272, "decode.d8.loss_cls": 0.5710631437599659, "decode.d8.loss_mask": 0.6335876256227493, "decode.d8.loss_dice": 0.7591475993394852, "time": 0.5320472240447998, "memory": 7208, "step": 84750}
{"lr": 5.06862912837828e-06, "data_time": 0.009348130226135254, "grad_norm": 80.67840232849122, "loss": 20.39613094329834, "decode.loss_cls": 0.559989047050476, "decode.loss_mask": 0.44327330589294434, "decode.loss_dice": 0.8356359153985977, "decode.d0.loss_cls": 2.078026461601257, "decode.d0.loss_mask": 0.4547402411699295, "decode.d0.loss_dice": 0.9710085421800614, "decode.d1.loss_cls": 0.724794764816761, "decode.d1.loss_mask": 0.49432125985622405, "decode.d1.loss_dice": 0.9933464407920838, "decode.d2.loss_cls": 0.5989969953894615, "decode.d2.loss_mask": 0.4627594709396362, "decode.d2.loss_dice": 0.9534688860177993, "decode.d3.loss_cls": 0.5120521679520607, "decode.d3.loss_mask": 0.44520159959793093, "decode.d3.loss_dice": 0.8889445126056671, "decode.d4.loss_cls": 0.49944928586483, "decode.d4.loss_mask": 0.44192828238010406, "decode.d4.loss_dice": 0.8757647335529327, "decode.d5.loss_cls": 0.448292438685894, "decode.d5.loss_mask": 0.4418520569801331, "decode.d5.loss_dice": 0.8853558868169784, "decode.d6.loss_cls": 0.5203630357980729, "decode.d6.loss_mask": 0.4373359113931656, "decode.d6.loss_dice": 0.8609117865562439, "decode.d7.loss_cls": 0.5057143539190292, "decode.d7.loss_mask": 0.4406067907810211, "decode.d7.loss_dice": 0.8569313287734985, "decode.d8.loss_cls": 0.48075895458459855, "decode.d8.loss_mask": 0.43995164036750795, "decode.d8.loss_dice": 0.8443541705608368, "time": 0.5570297241210938, "memory": 7198, "step": 84800}
{"lr": 5.065595938280549e-06, "data_time": 0.009036707878112792, "grad_norm": 95.12859916687012, "loss": 25.002016735076904, "decode.loss_cls": 0.5266371481120586, "decode.loss_mask": 0.5826716989278793, "decode.loss_dice": 1.0939372330904007, "decode.d0.loss_cls": 2.3767971992492676, "decode.d0.loss_mask": 0.6949270039796829, "decode.d0.loss_dice": 1.27044517993927, "decode.d1.loss_cls": 0.7161915048956871, "decode.d1.loss_mask": 0.6026722878217697, "decode.d1.loss_dice": 1.143277531862259, "decode.d2.loss_cls": 0.6378012731671333, "decode.d2.loss_mask": 0.5946358636021614, "decode.d2.loss_dice": 1.134432566165924, "decode.d3.loss_cls": 0.6434612676501275, "decode.d3.loss_mask": 0.570779187977314, "decode.d3.loss_dice": 1.088131058216095, "decode.d4.loss_cls": 0.6087845176458359, "decode.d4.loss_mask": 0.5736435607075692, "decode.d4.loss_dice": 1.0962900876998902, "decode.d5.loss_cls": 0.6140779383480549, "decode.d5.loss_mask": 0.5946723684668541, "decode.d5.loss_dice": 1.0814814001321793, "decode.d6.loss_cls": 0.6335792623460292, "decode.d6.loss_mask": 0.5860120669007302, "decode.d6.loss_dice": 1.0767181813716888, "decode.d7.loss_cls": 0.549749730527401, "decode.d7.loss_mask": 0.5880709365010262, "decode.d7.loss_dice": 1.0849972635507583, "decode.d8.loss_cls": 0.5589640647172928, "decode.d8.loss_mask": 0.5862982019782066, "decode.d8.loss_dice": 1.0918793648481369, "time": 0.5584345102310181, "memory": 7282, "step": 84850}
{"lr": 5.062562546367034e-06, "data_time": 0.00941455364227295, "grad_norm": 90.70916938781738, "loss": 29.918400764465332, "decode.loss_cls": 0.6473599560558796, "decode.loss_mask": 0.7577599167823792, "decode.loss_dice": 1.3713669300079345, "decode.d0.loss_cls": 2.355538022518158, "decode.d0.loss_mask": 0.8588307499885559, "decode.d0.loss_dice": 1.5880269944667815, "decode.d1.loss_cls": 0.7748400121927261, "decode.d1.loss_mask": 0.8056640833616256, "decode.d1.loss_dice": 1.4757506132125855, "decode.d2.loss_cls": 0.6705123066902161, "decode.d2.loss_mask": 0.7780178874731064, "decode.d2.loss_dice": 1.4110692381858825, "decode.d3.loss_cls": 0.5677925668656826, "decode.d3.loss_mask": 0.7740541309118271, "decode.d3.loss_dice": 1.3978916436433793, "decode.d4.loss_cls": 0.5477738052606582, "decode.d4.loss_mask": 0.7811347246170044, "decode.d4.loss_dice": 1.3808406591415405, "decode.d5.loss_cls": 0.5764074936509133, "decode.d5.loss_mask": 0.7736997395753861, "decode.d5.loss_dice": 1.3740018546581267, "decode.d6.loss_cls": 0.662635724246502, "decode.d6.loss_mask": 0.7588836878538132, "decode.d6.loss_dice": 1.3678764343261718, "decode.d7.loss_cls": 0.5274708233773708, "decode.d7.loss_mask": 0.7838878244161606, "decode.d7.loss_dice": 1.3843052864074707, "decode.d8.loss_cls": 0.5881803028285504, "decode.d8.loss_mask": 0.7775315582752228, "decode.d8.loss_dice": 1.3992978483438492, "time": 0.5331495761871338, "memory": 7208, "step": 84900}
{"lr": 5.059528952489927e-06, "data_time": 0.009514307975769043, "grad_norm": 85.29959983825684, "loss": 23.486505603790285, "decode.loss_cls": 0.6413822770118713, "decode.loss_mask": 0.5968492567539215, "decode.loss_dice": 0.8091499984264374, "decode.d0.loss_cls": 2.342349427938461, "decode.d0.loss_mask": 0.6887707829475402, "decode.d0.loss_dice": 1.0776377320289612, "decode.d1.loss_cls": 0.870104257762432, "decode.d1.loss_mask": 0.6273634493350982, "decode.d1.loss_dice": 0.9052917540073395, "decode.d2.loss_cls": 0.7661604017019272, "decode.d2.loss_mask": 0.6265081018209457, "decode.d2.loss_dice": 0.8660232990980148, "decode.d3.loss_cls": 0.694978603720665, "decode.d3.loss_mask": 0.6224992215633393, "decode.d3.loss_dice": 0.8731291770935059, "decode.d4.loss_cls": 0.6626765236258507, "decode.d4.loss_mask": 0.6258105486631393, "decode.d4.loss_dice": 0.8375077545642853, "decode.d5.loss_cls": 0.6777646213769912, "decode.d5.loss_mask": 0.6113943845033646, "decode.d5.loss_dice": 0.8126806616783142, "decode.d6.loss_cls": 0.6773057505488396, "decode.d6.loss_mask": 0.6003028929233551, "decode.d6.loss_dice": 0.8060310631990433, "decode.d7.loss_cls": 0.6664790689945221, "decode.d7.loss_mask": 0.6041954249143601, "decode.d7.loss_dice": 0.8347343176603317, "decode.d8.loss_cls": 0.6332381188869476, "decode.d8.loss_mask": 0.6158306300640106, "decode.d8.loss_dice": 0.8123565882444381, "time": 0.5589699506759643, "memory": 7198, "step": 84950}
{"lr": 5.056495156501217e-06, "data_time": 0.009428977966308594, "grad_norm": 95.37325820922851, "loss": 25.23014736175537, "decode.loss_cls": 0.6536018192768097, "decode.loss_mask": 0.6049841523170472, "decode.loss_dice": 1.0519381284713745, "decode.d0.loss_cls": 1.8657204985618592, "decode.d0.loss_mask": 0.6590546160936356, "decode.d0.loss_dice": 1.3007627487182618, "decode.d1.loss_cls": 0.7501694843173027, "decode.d1.loss_mask": 0.6504589080810547, "decode.d1.loss_dice": 1.1251820087432862, "decode.d2.loss_cls": 0.7616727828979493, "decode.d2.loss_mask": 0.5991147458553314, "decode.d2.loss_dice": 1.0778629779815674, "decode.d3.loss_cls": 0.7096931725740433, "decode.d3.loss_mask": 0.5984784603118897, "decode.d3.loss_dice": 1.0464854836463928, "decode.d4.loss_cls": 0.7023966297507286, "decode.d4.loss_mask": 0.6126988172531128, "decode.d4.loss_dice": 1.0496294796466827, "decode.d5.loss_cls": 0.673593419790268, "decode.d5.loss_mask": 0.6217093974351883, "decode.d5.loss_dice": 1.0639922380447389, "decode.d6.loss_cls": 0.6988882854580879, "decode.d6.loss_mask": 0.5949274390935898, "decode.d6.loss_dice": 1.0627708703279495, "decode.d7.loss_cls": 0.6939584568142891, "decode.d7.loss_mask": 0.6049452692270278, "decode.d7.loss_dice": 1.0519434928894043, "decode.d8.loss_cls": 0.6762172520160675, "decode.d8.loss_mask": 0.5970695942640305, "decode.d8.loss_dice": 1.0702271580696106, "time": 0.5327585220336915, "memory": 7197, "step": 85000}
{"aAcc": 83.97, "mIoU": 52.09, "mAcc": 65.74, "data_time": 0.0019045939958428006, "time": 0.18399826178987663, "step": 85000}
{"lr": 5.0534611582526885e-06, "data_time": 0.009157276153564453, "grad_norm": 90.18775329589843, "loss": 20.35649585723877, "decode.loss_cls": 0.5115221336483955, "decode.loss_mask": 0.4792738169431686, "decode.loss_dice": 0.784265273809433, "decode.d0.loss_cls": 2.2002244114875795, "decode.d0.loss_mask": 0.5539379358291626, "decode.d0.loss_dice": 0.9335753798484803, "decode.d1.loss_cls": 0.7164979785680771, "decode.d1.loss_mask": 0.4909483343362808, "decode.d1.loss_dice": 0.8604674756526947, "decode.d2.loss_cls": 0.5952820688486099, "decode.d2.loss_mask": 0.4753505915403366, "decode.d2.loss_dice": 0.8160191774368286, "decode.d3.loss_cls": 0.5760660842061043, "decode.d3.loss_mask": 0.47874110043048856, "decode.d3.loss_dice": 0.8510718882083893, "decode.d4.loss_cls": 0.5518258363008499, "decode.d4.loss_mask": 0.47925475239753723, "decode.d4.loss_dice": 0.8167537182569504, "decode.d5.loss_cls": 0.5589850723743439, "decode.d5.loss_mask": 0.48280398845672606, "decode.d5.loss_dice": 0.8249462753534317, "decode.d6.loss_cls": 0.4963159874081612, "decode.d6.loss_mask": 0.46902779340744016, "decode.d6.loss_dice": 0.7907946795225144, "decode.d7.loss_cls": 0.4887132540345192, "decode.d7.loss_mask": 0.47197231352329255, "decode.d7.loss_dice": 0.8274295330047607, "decode.d8.loss_cls": 0.48977682292461394, "decode.d8.loss_mask": 0.4744986355304718, "decode.d8.loss_dice": 0.8101530343294143, "time": 0.5365467548370362, "memory": 7203, "step": 85050}
{"lr": 5.050426957595904e-06, "data_time": 0.009256315231323243, "grad_norm": 93.70137100219726, "loss": 23.98686285018921, "decode.loss_cls": 0.424429839849472, "decode.loss_mask": 0.7278975784778595, "decode.loss_dice": 0.9341323852539063, "decode.d0.loss_cls": 2.278129005432129, "decode.d0.loss_mask": 0.7676194310188293, "decode.d0.loss_dice": 1.118062722682953, "decode.d1.loss_cls": 0.6963747665286064, "decode.d1.loss_mask": 0.7454804301261901, "decode.d1.loss_dice": 1.017210054397583, "decode.d2.loss_cls": 0.5712834663689137, "decode.d2.loss_mask": 0.7389601707458496, "decode.d2.loss_dice": 0.9919961214065551, "decode.d3.loss_cls": 0.500541877001524, "decode.d3.loss_mask": 0.7478670120239258, "decode.d3.loss_dice": 0.9887148559093475, "decode.d4.loss_cls": 0.5203242674469948, "decode.d4.loss_mask": 0.7258684933185577, "decode.d4.loss_dice": 0.9866535902023316, "decode.d5.loss_cls": 0.47701388224959373, "decode.d5.loss_mask": 0.7287699788808822, "decode.d5.loss_dice": 0.9622572720050812, "decode.d6.loss_cls": 0.46220110058784486, "decode.d6.loss_mask": 0.7267775237560272, "decode.d6.loss_dice": 0.9182603240013123, "decode.d7.loss_cls": 0.4272177040576935, "decode.d7.loss_mask": 0.7237356185913086, "decode.d7.loss_dice": 0.9589444816112518, "decode.d8.loss_cls": 0.4390418753027916, "decode.d8.loss_mask": 0.7303623855113983, "decode.d8.loss_dice": 0.9507351100444794, "time": 0.5325061559677124, "memory": 7233, "step": 85100}
{"lr": 5.047392554382233e-06, "data_time": 0.009108376502990723, "grad_norm": 78.65632400512695, "loss": 22.328238677978515, "decode.loss_cls": 0.488019660115242, "decode.loss_mask": 0.5997055977582931, "decode.loss_dice": 0.9294318079948425, "decode.d0.loss_cls": 1.862013590335846, "decode.d0.loss_mask": 0.6612691819667816, "decode.d0.loss_dice": 1.1191008269786835, "decode.d1.loss_cls": 0.628919318318367, "decode.d1.loss_mask": 0.6155121088027954, "decode.d1.loss_dice": 0.9915000170469284, "decode.d2.loss_cls": 0.5324864253401757, "decode.d2.loss_mask": 0.6113947570323944, "decode.d2.loss_dice": 0.9509852051734924, "decode.d3.loss_cls": 0.5576903864741325, "decode.d3.loss_mask": 0.5917460352182389, "decode.d3.loss_dice": 0.9739557445049286, "decode.d4.loss_cls": 0.532518883049488, "decode.d4.loss_mask": 0.5903336048126221, "decode.d4.loss_dice": 0.9541790187358856, "decode.d5.loss_cls": 0.5405803322792053, "decode.d5.loss_mask": 0.5856570452451706, "decode.d5.loss_dice": 0.9203691810369492, "decode.d6.loss_cls": 0.529140581190586, "decode.d6.loss_mask": 0.5988153398036957, "decode.d6.loss_dice": 0.9383902102708817, "decode.d7.loss_cls": 0.5082916185259819, "decode.d7.loss_mask": 0.5958101093769074, "decode.d7.loss_dice": 0.92040835916996, "decode.d8.loss_cls": 0.45353476107120516, "decode.d8.loss_mask": 0.5951692193746567, "decode.d8.loss_dice": 0.9513099998235702, "time": 0.5589654445648193, "memory": 7228, "step": 85150}
{"lr": 5.04435794846283e-06, "data_time": 0.009404993057250977, "grad_norm": 73.69186859130859, "loss": 27.870354461669923, "decode.loss_cls": 0.6091541767120361, "decode.loss_mask": 0.686159884929657, "decode.loss_dice": 1.203971791267395, "decode.d0.loss_cls": 2.4419278264045716, "decode.d0.loss_mask": 0.7638546377420425, "decode.d0.loss_dice": 1.3556110620498658, "decode.d1.loss_cls": 0.7742749899625778, "decode.d1.loss_mask": 0.7452615350484848, "decode.d1.loss_dice": 1.2995489180088042, "decode.d2.loss_cls": 0.7046212166547775, "decode.d2.loss_mask": 0.7238232880830765, "decode.d2.loss_dice": 1.2574245274066924, "decode.d3.loss_cls": 0.6519251003861427, "decode.d3.loss_mask": 0.7004836469888687, "decode.d3.loss_dice": 1.2447930872440338, "decode.d4.loss_cls": 0.5841377004981041, "decode.d4.loss_mask": 0.7042401850223541, "decode.d4.loss_dice": 1.254970169067383, "decode.d5.loss_cls": 0.6511552587151528, "decode.d5.loss_mask": 0.6905358999967575, "decode.d5.loss_dice": 1.2221961259841918, "decode.d6.loss_cls": 0.6230804368853569, "decode.d6.loss_mask": 0.6900630682706833, "decode.d6.loss_dice": 1.2215100824832916, "decode.d7.loss_cls": 0.6106075435876847, "decode.d7.loss_mask": 0.6962941616773606, "decode.d7.loss_dice": 1.2386932611465453, "decode.d8.loss_cls": 0.5864469259977341, "decode.d8.loss_mask": 0.6953077137470245, "decode.d8.loss_dice": 1.238280290365219, "time": 0.5335174798965454, "memory": 7219, "step": 85200}
{"lr": 5.0413231396886425e-06, "data_time": 0.009340047836303711, "grad_norm": 97.81296768188477, "loss": 21.1037917137146, "decode.loss_cls": 0.5522604029625654, "decode.loss_mask": 0.573782816529274, "decode.loss_dice": 0.7930038809776306, "decode.d0.loss_cls": 1.8276263236999513, "decode.d0.loss_mask": 0.6400024771690369, "decode.d0.loss_dice": 0.9478636473417282, "decode.d1.loss_cls": 0.6478947158902884, "decode.d1.loss_mask": 0.6043817728757859, "decode.d1.loss_dice": 0.8277466148138046, "decode.d2.loss_cls": 0.6138622324913741, "decode.d2.loss_mask": 0.5857773691415786, "decode.d2.loss_dice": 0.8300485134124755, "decode.d3.loss_cls": 0.6306488793343306, "decode.d3.loss_mask": 0.5819130539894104, "decode.d3.loss_dice": 0.8476116955280304, "decode.d4.loss_cls": 0.5274788277223706, "decode.d4.loss_mask": 0.5908805370330811, "decode.d4.loss_dice": 0.8241898596286774, "decode.d5.loss_cls": 0.5386686803773045, "decode.d5.loss_mask": 0.5781446039676666, "decode.d5.loss_dice": 0.8100795030593873, "decode.d6.loss_cls": 0.4908660568296909, "decode.d6.loss_mask": 0.5807282984256744, "decode.d6.loss_dice": 0.8162211492657662, "decode.d7.loss_cls": 0.5271943263709545, "decode.d7.loss_mask": 0.5774162441492081, "decode.d7.loss_dice": 0.8064362645149231, "decode.d8.loss_cls": 0.5617696330882609, "decode.d8.loss_mask": 0.5748502522706985, "decode.d8.loss_dice": 0.7944436997175217, "time": 0.5304287672042847, "memory": 7233, "step": 85250}
{"lr": 5.038288127910408e-06, "data_time": 0.009523344039916993, "grad_norm": 90.16087036132812, "loss": 27.490667724609374, "decode.loss_cls": 0.5366343073546886, "decode.loss_mask": 0.7712957441806794, "decode.loss_dice": 1.144569718837738, "decode.d0.loss_cls": 2.055680751800537, "decode.d0.loss_mask": 0.9049518972635269, "decode.d0.loss_dice": 1.3699858427047729, "decode.d1.loss_cls": 0.8046037569642067, "decode.d1.loss_mask": 0.8339185535907745, "decode.d1.loss_dice": 1.210593718290329, "decode.d2.loss_cls": 0.7060908935964108, "decode.d2.loss_mask": 0.8119143277406693, "decode.d2.loss_dice": 1.2023385882377624, "decode.d3.loss_cls": 0.6244566924870014, "decode.d3.loss_mask": 0.7898720502853394, "decode.d3.loss_dice": 1.172122061252594, "decode.d4.loss_cls": 0.5985971942543984, "decode.d4.loss_mask": 0.784651267528534, "decode.d4.loss_dice": 1.180302768945694, "decode.d5.loss_cls": 0.5738518394529819, "decode.d5.loss_mask": 0.7872889786958694, "decode.d5.loss_dice": 1.1671255648136138, "decode.d6.loss_cls": 0.5778702341020108, "decode.d6.loss_mask": 0.7847872257232666, "decode.d6.loss_dice": 1.1342199385166167, "decode.d7.loss_cls": 0.5320377603173256, "decode.d7.loss_mask": 0.7984552681446075, "decode.d7.loss_dice": 1.159999132156372, "decode.d8.loss_cls": 0.5306479580700397, "decode.d8.loss_mask": 0.7891909778118134, "decode.d8.loss_dice": 1.1526118159294128, "time": 0.5579217433929443, "memory": 7204, "step": 85300}
{"lr": 5.035252912978655e-06, "data_time": 0.00927584171295166, "grad_norm": 83.08897018432617, "loss": 25.135718536376952, "decode.loss_cls": 0.5237623646855354, "decode.loss_mask": 0.7159139454364777, "decode.loss_dice": 1.019167149066925, "decode.d0.loss_cls": 2.0915846824645996, "decode.d0.loss_mask": 0.8927151978015899, "decode.d0.loss_dice": 1.2291224539279937, "decode.d1.loss_cls": 0.6960682794451714, "decode.d1.loss_mask": 0.7869805932044983, "decode.d1.loss_dice": 1.1555128276348114, "decode.d2.loss_cls": 0.5676983609795571, "decode.d2.loss_mask": 0.772643318772316, "decode.d2.loss_dice": 1.0755614340305328, "decode.d3.loss_cls": 0.49609177857637404, "decode.d3.loss_mask": 0.7599039107561112, "decode.d3.loss_dice": 1.0413979232311248, "decode.d4.loss_cls": 0.46164602488279344, "decode.d4.loss_mask": 0.74224294424057, "decode.d4.loss_dice": 1.0265934705734252, "decode.d5.loss_cls": 0.4683845654129982, "decode.d5.loss_mask": 0.7412551462650299, "decode.d5.loss_dice": 1.0288013875484467, "decode.d6.loss_cls": 0.5327361389994621, "decode.d6.loss_mask": 0.7204186826944351, "decode.d6.loss_dice": 1.0304353535175323, "decode.d7.loss_cls": 0.5318606317043304, "decode.d7.loss_mask": 0.7275197803974152, "decode.d7.loss_dice": 1.015996479988098, "decode.d8.loss_cls": 0.5232066929340362, "decode.d8.loss_mask": 0.7183002442121506, "decode.d8.loss_dice": 1.0421965718269348, "time": 0.5579784154891968, "memory": 7244, "step": 85350}
{"lr": 5.032217494743697e-06, "data_time": 0.00930781364440918, "grad_norm": 82.3960792541504, "loss": 19.25363221168518, "decode.loss_cls": 0.3593454696238041, "decode.loss_mask": 0.5496733278036118, "decode.loss_dice": 0.8092330574989319, "decode.d0.loss_cls": 1.793956708908081, "decode.d0.loss_mask": 0.6303358227014542, "decode.d0.loss_dice": 0.9123437464237213, "decode.d1.loss_cls": 0.39520227164030075, "decode.d1.loss_mask": 0.6215727180242538, "decode.d1.loss_dice": 0.8830426424741745, "decode.d2.loss_cls": 0.4309182815253735, "decode.d2.loss_mask": 0.5611299723386765, "decode.d2.loss_dice": 0.8244478851556778, "decode.d3.loss_cls": 0.41565171629190445, "decode.d3.loss_mask": 0.5638083755970001, "decode.d3.loss_dice": 0.8056930661201477, "decode.d4.loss_cls": 0.41102820485830305, "decode.d4.loss_mask": 0.5627681761980057, "decode.d4.loss_dice": 0.8261030316352844, "decode.d5.loss_cls": 0.37894718796014787, "decode.d5.loss_mask": 0.5501452594995498, "decode.d5.loss_dice": 0.8079929947853088, "decode.d6.loss_cls": 0.3524140685796738, "decode.d6.loss_mask": 0.5523336172103882, "decode.d6.loss_dice": 0.8217502504587173, "decode.d7.loss_cls": 0.3609142772853374, "decode.d7.loss_mask": 0.5534494102001191, "decode.d7.loss_dice": 0.8146940261125565, "decode.d8.loss_cls": 0.3310126237571239, "decode.d8.loss_mask": 0.5498152077198029, "decode.d8.loss_dice": 0.8239080488681794, "time": 0.5325607776641845, "memory": 7275, "step": 85400}
{"lr": 5.02918187305564e-06, "data_time": 0.009426522254943847, "grad_norm": 79.72205238342285, "loss": 22.521843242645264, "decode.loss_cls": 0.47058155834674836, "decode.loss_mask": 0.5556811213493347, "decode.loss_dice": 0.9797289878129959, "decode.d0.loss_cls": 2.242459511756897, "decode.d0.loss_mask": 0.6499516904354096, "decode.d0.loss_dice": 1.1100259482860566, "decode.d1.loss_cls": 0.5390757173299789, "decode.d1.loss_mask": 0.6273804038763047, "decode.d1.loss_dice": 1.0395513087511064, "decode.d2.loss_cls": 0.5183712065219879, "decode.d2.loss_mask": 0.5926018387079239, "decode.d2.loss_dice": 1.021154946088791, "decode.d3.loss_cls": 0.4791793957352638, "decode.d3.loss_mask": 0.5748429983854294, "decode.d3.loss_dice": 1.0081034421920776, "decode.d4.loss_cls": 0.43962644785642624, "decode.d4.loss_mask": 0.564739316701889, "decode.d4.loss_dice": 1.000901186466217, "decode.d5.loss_cls": 0.4060638502240181, "decode.d5.loss_mask": 0.5816750735044479, "decode.d5.loss_dice": 1.036146193742752, "decode.d6.loss_cls": 0.4737678453326225, "decode.d6.loss_mask": 0.5669214725494385, "decode.d6.loss_dice": 1.0020782202482224, "decode.d7.loss_cls": 0.4530261345207691, "decode.d7.loss_mask": 0.5557526260614395, "decode.d7.loss_dice": 1.0009391546249389, "decode.d8.loss_cls": 0.47651868164539335, "decode.d8.loss_mask": 0.5598725587129593, "decode.d8.loss_dice": 0.9951255291700363, "time": 0.5312151908874512, "memory": 7212, "step": 85450}
{"lr": 5.026146047764383e-06, "data_time": 0.009322118759155274, "grad_norm": 89.90761909484863, "loss": 24.14619150161743, "decode.loss_cls": 0.49465896710753443, "decode.loss_mask": 0.6738969326019287, "decode.loss_dice": 0.9870605647563935, "decode.d0.loss_cls": 2.1827445030212402, "decode.d0.loss_mask": 0.7118290871381759, "decode.d0.loss_dice": 1.0852089256048203, "decode.d1.loss_cls": 0.6738681390881538, "decode.d1.loss_mask": 0.7281643271446228, "decode.d1.loss_dice": 1.0682002574205398, "decode.d2.loss_cls": 0.6156936317682267, "decode.d2.loss_mask": 0.6807617574930191, "decode.d2.loss_dice": 1.0417857676744462, "decode.d3.loss_cls": 0.5622956044971943, "decode.d3.loss_mask": 0.6831005603075028, "decode.d3.loss_dice": 1.0094258069992066, "decode.d4.loss_cls": 0.5408007487654686, "decode.d4.loss_mask": 0.6778173059225082, "decode.d4.loss_dice": 1.0230448782444, "decode.d5.loss_cls": 0.5608828537166118, "decode.d5.loss_mask": 0.6587928354740142, "decode.d5.loss_dice": 1.0033078700304032, "decode.d6.loss_cls": 0.5327929466962814, "decode.d6.loss_mask": 0.6682393103837967, "decode.d6.loss_dice": 0.9714503437280655, "decode.d7.loss_cls": 0.5432017304003238, "decode.d7.loss_mask": 0.657287985086441, "decode.d7.loss_dice": 0.9757939517498017, "decode.d8.loss_cls": 0.48546197041869166, "decode.d8.loss_mask": 0.6744357109069824, "decode.d8.loss_dice": 0.9741856962442398, "time": 0.5598351955413818, "memory": 7206, "step": 85500}
{"lr": 5.023110018719609e-06, "data_time": 0.009215283393859863, "grad_norm": 102.7215648651123, "loss": 22.017851066589355, "decode.loss_cls": 0.5442619130015374, "decode.loss_mask": 0.6202060848474502, "decode.loss_dice": 0.775602576136589, "decode.d0.loss_cls": 2.0598434805870056, "decode.d0.loss_mask": 0.7024864912033081, "decode.d0.loss_dice": 0.9310853585600853, "decode.d1.loss_cls": 0.67771852388978, "decode.d1.loss_mask": 0.6941352725028992, "decode.d1.loss_dice": 0.8898850709199906, "decode.d2.loss_cls": 0.5308672152459621, "decode.d2.loss_mask": 0.6861409738659858, "decode.d2.loss_dice": 0.8754120603203773, "decode.d3.loss_cls": 0.5755949229001999, "decode.d3.loss_mask": 0.6712860494852066, "decode.d3.loss_dice": 0.8389345750212669, "decode.d4.loss_cls": 0.5289933793246746, "decode.d4.loss_mask": 0.6652419716119766, "decode.d4.loss_dice": 0.8454745441675187, "decode.d5.loss_cls": 0.5209392257034778, "decode.d5.loss_mask": 0.6591672763228417, "decode.d5.loss_dice": 0.8172876566648484, "decode.d6.loss_cls": 0.5326653577387332, "decode.d6.loss_mask": 0.6449008703231811, "decode.d6.loss_dice": 0.8175222486257553, "decode.d7.loss_cls": 0.474597392231226, "decode.d7.loss_mask": 0.6373229920864105, "decode.d7.loss_dice": 0.7982152655720711, "decode.d8.loss_cls": 0.5585212297737598, "decode.d8.loss_mask": 0.6337467774748802, "decode.d8.loss_dice": 0.8097945928573609, "time": 0.5348111152648926, "memory": 7262, "step": 85550}
{"lr": 5.020073785770782e-06, "data_time": 0.009333968162536621, "grad_norm": 91.96017379760742, "loss": 21.079112005233764, "decode.loss_cls": 0.426301685674116, "decode.loss_mask": 0.6729683965444565, "decode.loss_dice": 0.80650954246521, "decode.d0.loss_cls": 1.7438059985637664, "decode.d0.loss_mask": 0.7313796043395996, "decode.d0.loss_dice": 0.9223116680979728, "decode.d1.loss_cls": 0.577348330244422, "decode.d1.loss_mask": 0.6906520023941993, "decode.d1.loss_dice": 0.8938780754804612, "decode.d2.loss_cls": 0.5389085179194808, "decode.d2.loss_mask": 0.6707226648926735, "decode.d2.loss_dice": 0.8531989231705666, "decode.d3.loss_cls": 0.4493944341316819, "decode.d3.loss_mask": 0.6713375195860862, "decode.d3.loss_dice": 0.8182580500841141, "decode.d4.loss_cls": 0.4644868589937687, "decode.d4.loss_mask": 0.6660938918590545, "decode.d4.loss_dice": 0.8181126043200493, "decode.d5.loss_cls": 0.44032464940100907, "decode.d5.loss_mask": 0.671674893796444, "decode.d5.loss_dice": 0.8074882477521896, "decode.d6.loss_cls": 0.42709248038008807, "decode.d6.loss_mask": 0.6809516116976738, "decode.d6.loss_dice": 0.7949062779545784, "decode.d7.loss_cls": 0.439433882990852, "decode.d7.loss_mask": 0.6769661411643029, "decode.d7.loss_dice": 0.8071720421314239, "decode.d8.loss_cls": 0.43723311414942145, "decode.d8.loss_mask": 0.6715315878391266, "decode.d8.loss_dice": 0.8086685717105866, "time": 0.5339287042617797, "memory": 7327, "step": 85600}
{"lr": 5.017037348767177e-06, "data_time": 0.009384441375732421, "grad_norm": 100.04689178466796, "loss": 21.614691734313965, "decode.loss_cls": 0.5140077069401741, "decode.loss_mask": 0.53375503718853, "decode.loss_dice": 0.8290171474218369, "decode.d0.loss_cls": 2.359119975566864, "decode.d0.loss_mask": 0.5989196181297303, "decode.d0.loss_dice": 1.012416163086891, "decode.d1.loss_cls": 0.70059734582901, "decode.d1.loss_mask": 0.5754964798688889, "decode.d1.loss_dice": 0.9194681346416473, "decode.d2.loss_cls": 0.5785740360617637, "decode.d2.loss_mask": 0.5624711066484451, "decode.d2.loss_dice": 0.8791326075792313, "decode.d3.loss_cls": 0.5184243515133857, "decode.d3.loss_mask": 0.5597577542066574, "decode.d3.loss_dice": 0.8574335992336273, "decode.d4.loss_cls": 0.5364149898290634, "decode.d4.loss_mask": 0.5574539333581925, "decode.d4.loss_dice": 0.8710184037685395, "decode.d5.loss_cls": 0.5102697804570198, "decode.d5.loss_mask": 0.5597611129283905, "decode.d5.loss_dice": 0.8425848722457886, "decode.d6.loss_cls": 0.5031864576041698, "decode.d6.loss_mask": 0.5557800501585006, "decode.d6.loss_dice": 0.8434012204408645, "decode.d7.loss_cls": 0.5052557162940502, "decode.d7.loss_mask": 0.5541118949651718, "decode.d7.loss_dice": 0.8564045250415802, "decode.d8.loss_cls": 0.5269376903772354, "decode.d8.loss_mask": 0.5421568930149079, "decode.d8.loss_dice": 0.8513631403446198, "time": 0.5328502416610718, "memory": 7260, "step": 85650}
{"lr": 5.014000707557834e-06, "data_time": 0.009627199172973633, "grad_norm": 83.380615234375, "loss": 23.188260889053346, "decode.loss_cls": 0.4254293292760849, "decode.loss_mask": 0.6815473139286041, "decode.loss_dice": 1.019503891468048, "decode.d0.loss_cls": 1.8882106304168702, "decode.d0.loss_mask": 0.7566450804471969, "decode.d0.loss_dice": 1.1582416892051697, "decode.d1.loss_cls": 0.5748347342014313, "decode.d1.loss_mask": 0.6857347674667835, "decode.d1.loss_dice": 1.0703795462846757, "decode.d2.loss_cls": 0.49641465321183204, "decode.d2.loss_mask": 0.6659976214170455, "decode.d2.loss_dice": 1.03961423933506, "decode.d3.loss_cls": 0.5016037002205849, "decode.d3.loss_mask": 0.645552683621645, "decode.d3.loss_dice": 1.0135636359453202, "decode.d4.loss_cls": 0.4368225172162056, "decode.d4.loss_mask": 0.6686916917562484, "decode.d4.loss_dice": 1.018790279328823, "decode.d5.loss_cls": 0.465633986890316, "decode.d5.loss_mask": 0.645383670926094, "decode.d5.loss_dice": 1.0031559988856316, "decode.d6.loss_cls": 0.4426532216370106, "decode.d6.loss_mask": 0.6520630031824112, "decode.d6.loss_dice": 1.0202844426035882, "decode.d7.loss_cls": 0.4177705079317093, "decode.d7.loss_mask": 0.6827862225472927, "decode.d7.loss_dice": 1.0063639774918556, "decode.d8.loss_cls": 0.39641509056091306, "decode.d8.loss_mask": 0.6837933227419853, "decode.d8.loss_dice": 1.024379763007164, "time": 0.5590693950653076, "memory": 7168, "step": 85700}
{"lr": 5.010963861991585e-06, "data_time": 0.009441471099853516, "grad_norm": 88.72982025146484, "loss": 19.115397453308105, "decode.loss_cls": 0.4366504937410355, "decode.loss_mask": 0.5721133768558502, "decode.loss_dice": 0.7267249554395676, "decode.d0.loss_cls": 1.8129428386688233, "decode.d0.loss_mask": 0.6015726491808892, "decode.d0.loss_dice": 0.8728621542453766, "decode.d1.loss_cls": 0.6466178551316262, "decode.d1.loss_mask": 0.5695737630128861, "decode.d1.loss_dice": 0.7876847326755524, "decode.d2.loss_cls": 0.490373757481575, "decode.d2.loss_mask": 0.5780087932944298, "decode.d2.loss_dice": 0.7666530102491379, "decode.d3.loss_cls": 0.451802334934473, "decode.d3.loss_mask": 0.5548806190490723, "decode.d3.loss_dice": 0.7171668767929077, "decode.d4.loss_cls": 0.4440591998398304, "decode.d4.loss_mask": 0.5490154191851616, "decode.d4.loss_dice": 0.7422950446605683, "decode.d5.loss_cls": 0.34333237931132315, "decode.d5.loss_mask": 0.58054721057415, "decode.d5.loss_dice": 0.7431173503398896, "decode.d6.loss_cls": 0.4053538769483566, "decode.d6.loss_mask": 0.582293125987053, "decode.d6.loss_dice": 0.7339458733797073, "decode.d7.loss_cls": 0.3771810971200466, "decode.d7.loss_mask": 0.5695677876472474, "decode.d7.loss_dice": 0.7553439676761627, "decode.d8.loss_cls": 0.4005484662950039, "decode.d8.loss_mask": 0.5655607461929322, "decode.d8.loss_dice": 0.7376075059175491, "time": 0.5303064346313476, "memory": 7206, "step": 85750}
{"lr": 5.007926811917047e-06, "data_time": 0.009355568885803222, "grad_norm": 98.49697875976562, "loss": 22.295760726928712, "decode.loss_cls": 0.441757770627737, "decode.loss_mask": 0.6291544407606124, "decode.loss_dice": 0.8986728310585022, "decode.d0.loss_cls": 2.0056299686431887, "decode.d0.loss_mask": 0.70276480615139, "decode.d0.loss_dice": 1.0163364112377167, "decode.d1.loss_cls": 0.6582504555583, "decode.d1.loss_mask": 0.618315739929676, "decode.d1.loss_dice": 0.9325586557388306, "decode.d2.loss_cls": 0.6076240301132202, "decode.d2.loss_mask": 0.6140158712863922, "decode.d2.loss_dice": 0.8977055639028549, "decode.d3.loss_cls": 0.5808703303337097, "decode.d3.loss_mask": 0.6209481596946717, "decode.d3.loss_dice": 0.8899049878120422, "decode.d4.loss_cls": 0.5309149757027626, "decode.d4.loss_mask": 0.6297130048274994, "decode.d4.loss_dice": 0.8930056691169739, "decode.d5.loss_cls": 0.5229865059256553, "decode.d5.loss_mask": 0.6261277720332146, "decode.d5.loss_dice": 0.9045537948608399, "decode.d6.loss_cls": 0.4626386001706123, "decode.d6.loss_mask": 0.6421816006302834, "decode.d6.loss_dice": 0.90228171646595, "decode.d7.loss_cls": 0.519598376750946, "decode.d7.loss_mask": 0.6370771378278732, "decode.d7.loss_dice": 0.8905079126358032, "decode.d8.loss_cls": 0.46792854070663453, "decode.d8.loss_mask": 0.6350491285324097, "decode.d8.loss_dice": 0.916686400771141, "time": 0.5302368640899658, "memory": 7218, "step": 85800}
{"lr": 5.0048895571826265e-06, "data_time": 0.009282183647155762, "grad_norm": 91.42823944091796, "loss": 23.29044904708862, "decode.loss_cls": 0.4494285985827446, "decode.loss_mask": 0.6840448796749115, "decode.loss_dice": 1.018358552455902, "decode.d0.loss_cls": 1.7140136241912842, "decode.d0.loss_mask": 0.7281022816896439, "decode.d0.loss_dice": 1.1192737519741058, "decode.d1.loss_cls": 0.5440439075231552, "decode.d1.loss_mask": 0.72827308177948, "decode.d1.loss_dice": 1.1067189574241638, "decode.d2.loss_cls": 0.4528427794575691, "decode.d2.loss_mask": 0.7438567101955413, "decode.d2.loss_dice": 1.0824421882629394, "decode.d3.loss_cls": 0.4522418022155762, "decode.d3.loss_mask": 0.6830284848809243, "decode.d3.loss_dice": 1.0142216682434082, "decode.d4.loss_cls": 0.42263871133327485, "decode.d4.loss_mask": 0.7058666348457336, "decode.d4.loss_dice": 1.030718857049942, "decode.d5.loss_cls": 0.43205405548214915, "decode.d5.loss_mask": 0.6996961623430252, "decode.d5.loss_dice": 1.030015516281128, "decode.d6.loss_cls": 0.4305640697479248, "decode.d6.loss_mask": 0.6860106587409973, "decode.d6.loss_dice": 1.0440855622291565, "decode.d7.loss_cls": 0.4089315295219421, "decode.d7.loss_mask": 0.6877283394336701, "decode.d7.loss_dice": 1.028604656457901, "decode.d8.loss_cls": 0.4582729011774063, "decode.d8.loss_mask": 0.6802083984017372, "decode.d8.loss_dice": 1.0241612136363982, "time": 0.5323763370513916, "memory": 7227, "step": 85850}
{"lr": 5.001852097636515e-06, "data_time": 0.00942060947418213, "grad_norm": 98.215087890625, "loss": 22.270572423934937, "decode.loss_cls": 0.6404594611376524, "decode.loss_mask": 0.5542718172073364, "decode.loss_dice": 0.836722357571125, "decode.d0.loss_cls": 1.9024608910083771, "decode.d0.loss_mask": 0.6453473150730134, "decode.d0.loss_dice": 0.9604439444839954, "decode.d1.loss_cls": 0.7043225094676018, "decode.d1.loss_mask": 0.6097841948270798, "decode.d1.loss_dice": 0.9142046786844731, "decode.d2.loss_cls": 0.6643189206719399, "decode.d2.loss_mask": 0.574685363471508, "decode.d2.loss_dice": 0.8651307165622711, "decode.d3.loss_cls": 0.651972857862711, "decode.d3.loss_mask": 0.5861658722162246, "decode.d3.loss_dice": 0.8255417853593826, "decode.d4.loss_cls": 0.6709267027676106, "decode.d4.loss_mask": 0.6009388744831086, "decode.d4.loss_dice": 0.8395524971187115, "decode.d5.loss_cls": 0.6644849017262459, "decode.d5.loss_mask": 0.5705249696969986, "decode.d5.loss_dice": 0.8628016680479049, "decode.d6.loss_cls": 0.5763765681535006, "decode.d6.loss_mask": 0.5846383810043335, "decode.d6.loss_dice": 0.8712427958846092, "decode.d7.loss_cls": 0.6227048024535179, "decode.d7.loss_mask": 0.5902766078710556, "decode.d7.loss_dice": 0.8550013884902, "decode.d8.loss_cls": 0.6329413622617721, "decode.d8.loss_mask": 0.5654425770044327, "decode.d8.loss_dice": 0.826885175704956, "time": 0.5323882102966309, "memory": 7318, "step": 85900}
{"lr": 4.998814433126689e-06, "data_time": 0.009636116027832032, "grad_norm": 92.76361427307128, "loss": 26.163677501678468, "decode.loss_cls": 0.613984776288271, "decode.loss_mask": 0.7195931032299996, "decode.loss_dice": 0.9673636667430401, "decode.d0.loss_cls": 2.1921357214450836, "decode.d0.loss_mask": 0.9020358696579933, "decode.d0.loss_dice": 1.2869651287794113, "decode.d1.loss_cls": 0.7483713746070861, "decode.d1.loss_mask": 0.7954350739717484, "decode.d1.loss_dice": 1.1165047943592072, "decode.d2.loss_cls": 0.7919799208641052, "decode.d2.loss_mask": 0.7417996093630791, "decode.d2.loss_dice": 1.027144941687584, "decode.d3.loss_cls": 0.7528468474745751, "decode.d3.loss_mask": 0.7334790915250778, "decode.d3.loss_dice": 1.0111165523529053, "decode.d4.loss_cls": 0.6709881976246834, "decode.d4.loss_mask": 0.7416628047823906, "decode.d4.loss_dice": 1.000000387430191, "decode.d5.loss_cls": 0.6486046239733696, "decode.d5.loss_mask": 0.7318804770708084, "decode.d5.loss_dice": 0.9967813856899739, "decode.d6.loss_cls": 0.6142027042806149, "decode.d6.loss_mask": 0.7230901122093201, "decode.d6.loss_dice": 1.01066515147686, "decode.d7.loss_cls": 0.6242518924176693, "decode.d7.loss_mask": 0.7049311056733132, "decode.d7.loss_dice": 0.9822676375508308, "decode.d8.loss_cls": 0.6292984247207641, "decode.d8.loss_mask": 0.7042446523904801, "decode.d8.loss_dice": 0.9800518833100795, "time": 0.5613361120223999, "memory": 7227, "step": 85950}
{"lr": 4.995776563500906e-06, "data_time": 0.009287834167480469, "grad_norm": 97.4773956298828, "loss": 19.05580883026123, "decode.loss_cls": 0.4193158604204655, "decode.loss_mask": 0.5154255032539368, "decode.loss_dice": 0.7570247679948807, "decode.d0.loss_cls": 1.8587360620498656, "decode.d0.loss_mask": 0.5849913418292999, "decode.d0.loss_dice": 0.9240818977355957, "decode.d1.loss_cls": 0.563037071377039, "decode.d1.loss_mask": 0.5104814976453781, "decode.d1.loss_dice": 0.8003296732902527, "decode.d2.loss_cls": 0.5457695730030536, "decode.d2.loss_mask": 0.5183136254549027, "decode.d2.loss_dice": 0.7874049752950668, "decode.d3.loss_cls": 0.5434214539825917, "decode.d3.loss_mask": 0.5109239846467972, "decode.d3.loss_dice": 0.7417640715837479, "decode.d4.loss_cls": 0.4442802548408508, "decode.d4.loss_mask": 0.5132279902696609, "decode.d4.loss_dice": 0.7726271361112594, "decode.d5.loss_cls": 0.45561228021979333, "decode.d5.loss_mask": 0.5066036194562912, "decode.d5.loss_dice": 0.7554554432630539, "decode.d6.loss_cls": 0.40116377025842664, "decode.d6.loss_mask": 0.5136112838983535, "decode.d6.loss_dice": 0.7478390604257583, "decode.d7.loss_cls": 0.4194085136055946, "decode.d7.loss_mask": 0.5227992177009583, "decode.d7.loss_dice": 0.742996096611023, "decode.d8.loss_cls": 0.43755269832909105, "decode.d8.loss_mask": 0.502533882856369, "decode.d8.loss_dice": 0.739075431227684, "time": 0.5298445463180542, "memory": 7261, "step": 86000}
{"lr": 4.99273848860671e-06, "data_time": 0.009414148330688477, "grad_norm": 83.98306045532226, "loss": 21.55022277832031, "decode.loss_cls": 0.36282798275351524, "decode.loss_mask": 0.5666631013154984, "decode.loss_dice": 0.9656738787889481, "decode.d0.loss_cls": 1.8730778574943543, "decode.d0.loss_mask": 0.6380484968423843, "decode.d0.loss_dice": 1.1335523158311844, "decode.d1.loss_cls": 0.49393602162599565, "decode.d1.loss_mask": 0.6231398820877075, "decode.d1.loss_dice": 1.0765361815690995, "decode.d2.loss_cls": 0.4779857471585274, "decode.d2.loss_mask": 0.5678940564393997, "decode.d2.loss_dice": 1.009016028046608, "decode.d3.loss_cls": 0.48687676936388014, "decode.d3.loss_mask": 0.5666768729686738, "decode.d3.loss_dice": 0.9721285670995712, "decode.d4.loss_cls": 0.4109568104147911, "decode.d4.loss_mask": 0.5599985629320144, "decode.d4.loss_dice": 0.9817023575305939, "decode.d5.loss_cls": 0.3736154541373253, "decode.d5.loss_mask": 0.5675257205963135, "decode.d5.loss_dice": 0.9882721722126007, "decode.d6.loss_cls": 0.42116976976394654, "decode.d6.loss_mask": 0.5580144256353379, "decode.d6.loss_dice": 1.003521305322647, "decode.d7.loss_cls": 0.3884293019771576, "decode.d7.loss_mask": 0.5593214273452759, "decode.d7.loss_dice": 0.9813380479812622, "decode.d8.loss_cls": 0.3879473961889744, "decode.d8.loss_mask": 0.5708476126194, "decode.d8.loss_dice": 0.9835285663604736, "time": 0.530719542503357, "memory": 7239, "step": 86050}
{"lr": 4.989700208291428e-06, "data_time": 0.009400773048400878, "grad_norm": 98.59727668762207, "loss": 23.42849979400635, "decode.loss_cls": 0.5756627887487411, "decode.loss_mask": 0.6658845961093902, "decode.loss_dice": 0.8745526075363159, "decode.d0.loss_cls": 1.9287908554077149, "decode.d0.loss_mask": 0.7339365184307098, "decode.d0.loss_dice": 1.046944510936737, "decode.d1.loss_cls": 0.7977026507258416, "decode.d1.loss_mask": 0.700151190161705, "decode.d1.loss_dice": 0.9230519473552704, "decode.d2.loss_cls": 0.6979973137378692, "decode.d2.loss_mask": 0.6885529428720474, "decode.d2.loss_dice": 0.9273573100566864, "decode.d3.loss_cls": 0.6214672878384591, "decode.d3.loss_mask": 0.6839893519878387, "decode.d3.loss_dice": 0.9159023582935333, "decode.d4.loss_cls": 0.644882420450449, "decode.d4.loss_mask": 0.6627323210239411, "decode.d4.loss_dice": 0.8809457302093506, "decode.d5.loss_cls": 0.5440890125930309, "decode.d5.loss_mask": 0.6723535567522049, "decode.d5.loss_dice": 0.8895922064781189, "decode.d6.loss_cls": 0.5499056704342365, "decode.d6.loss_mask": 0.6645217776298523, "decode.d6.loss_dice": 0.901031357049942, "decode.d7.loss_cls": 0.5540290355682373, "decode.d7.loss_mask": 0.6576874524354934, "decode.d7.loss_dice": 0.8879115283489227, "decode.d8.loss_cls": 0.5838399358093739, "decode.d8.loss_mask": 0.6665363758802414, "decode.d8.loss_dice": 0.8864967048168182, "time": 0.5320814847946167, "memory": 7260, "step": 86100}
{"lr": 4.986661722402172e-06, "data_time": 0.009337091445922851, "grad_norm": 80.00078735351562, "loss": 19.699556064605712, "decode.loss_cls": 0.45242257192730906, "decode.loss_mask": 0.5198517143726349, "decode.loss_dice": 0.7551449358463287, "decode.d0.loss_cls": 2.0549946069717406, "decode.d0.loss_mask": 0.6040193855762481, "decode.d0.loss_dice": 0.8243997544050217, "decode.d1.loss_cls": 0.5511559441685676, "decode.d1.loss_mask": 0.5679986715316773, "decode.d1.loss_dice": 0.8041743904352188, "decode.d2.loss_cls": 0.5989619299769402, "decode.d2.loss_mask": 0.5199659615755081, "decode.d2.loss_dice": 0.7743018835783004, "decode.d3.loss_cls": 0.4889655888080597, "decode.d3.loss_mask": 0.5370535403490067, "decode.d3.loss_dice": 0.790094655752182, "decode.d4.loss_cls": 0.5867534011602402, "decode.d4.loss_mask": 0.5410802632570266, "decode.d4.loss_dice": 0.7627923399209976, "decode.d5.loss_cls": 0.502313382178545, "decode.d5.loss_mask": 0.5263788491487503, "decode.d5.loss_dice": 0.7682854622602463, "decode.d6.loss_cls": 0.4668130576610565, "decode.d6.loss_mask": 0.525032177567482, "decode.d6.loss_dice": 0.7622112780809402, "decode.d7.loss_cls": 0.4456906817853451, "decode.d7.loss_mask": 0.5143243223428726, "decode.d7.loss_dice": 0.7157475233078003, "decode.d8.loss_cls": 0.46027826964855195, "decode.d8.loss_mask": 0.5287883102893829, "decode.d8.loss_dice": 0.749561807513237, "time": 0.5595503568649292, "memory": 7215, "step": 86150}
{"lr": 4.983623030785838e-06, "data_time": 0.00931863784790039, "grad_norm": 99.09470672607422, "loss": 18.128282165527345, "decode.loss_cls": 0.3051291942596436, "decode.loss_mask": 0.5511538334190845, "decode.loss_dice": 0.7419113904237747, "decode.d0.loss_cls": 1.838882029056549, "decode.d0.loss_mask": 0.5763054132461548, "decode.d0.loss_dice": 0.8468980848789215, "decode.d1.loss_cls": 0.4705976523458958, "decode.d1.loss_mask": 0.571097195148468, "decode.d1.loss_dice": 0.8020297706127166, "decode.d2.loss_cls": 0.4687339760363102, "decode.d2.loss_mask": 0.5393133044242859, "decode.d2.loss_dice": 0.7170401185750961, "decode.d3.loss_cls": 0.409248186647892, "decode.d3.loss_mask": 0.5341891996562481, "decode.d3.loss_dice": 0.6961022138595581, "decode.d4.loss_cls": 0.3809164799749851, "decode.d4.loss_mask": 0.5229019321501255, "decode.d4.loss_dice": 0.7251109033823013, "decode.d5.loss_cls": 0.3340666346251965, "decode.d5.loss_mask": 0.5395185604691506, "decode.d5.loss_dice": 0.7647522300481796, "decode.d6.loss_cls": 0.36684745773673055, "decode.d6.loss_mask": 0.5435862064361572, "decode.d6.loss_dice": 0.7187968313694, "decode.d7.loss_cls": 0.3086905226111412, "decode.d7.loss_mask": 0.5468691334128379, "decode.d7.loss_dice": 0.7365134537220002, "decode.d8.loss_cls": 0.3325168609619141, "decode.d8.loss_mask": 0.5437332108616829, "decode.d8.loss_dice": 0.6948306232690811, "time": 0.531960391998291, "memory": 7175, "step": 86200}
{"lr": 4.980584133289099e-06, "data_time": 0.009409928321838379, "grad_norm": 95.2569736480713, "loss": 25.505411052703856, "decode.loss_cls": 0.5469750531017781, "decode.loss_mask": 0.6114118695259094, "decode.loss_dice": 1.165821087360382, "decode.d0.loss_cls": 2.0728222131729126, "decode.d0.loss_mask": 0.66871277987957, "decode.d0.loss_dice": 1.2993877947330474, "decode.d1.loss_cls": 0.7141036465764046, "decode.d1.loss_mask": 0.6722822993993759, "decode.d1.loss_dice": 1.2576692014932633, "decode.d2.loss_cls": 0.6678604863584041, "decode.d2.loss_mask": 0.6366565972566605, "decode.d2.loss_dice": 1.2370663940906526, "decode.d3.loss_cls": 0.5795415781438351, "decode.d3.loss_mask": 0.6151555627584457, "decode.d3.loss_dice": 1.1770070999860764, "decode.d4.loss_cls": 0.6061785757541657, "decode.d4.loss_mask": 0.5984641760587692, "decode.d4.loss_dice": 1.1201141506433487, "decode.d5.loss_cls": 0.5938968263566494, "decode.d5.loss_mask": 0.6103439599275589, "decode.d5.loss_dice": 1.1755918353796004, "decode.d6.loss_cls": 0.5788225047290325, "decode.d6.loss_mask": 0.5869058609008789, "decode.d6.loss_dice": 1.1438982099294663, "decode.d7.loss_cls": 0.556731952726841, "decode.d7.loss_mask": 0.5831530183553696, "decode.d7.loss_dice": 1.1580439925193786, "decode.d8.loss_cls": 0.5202465310692788, "decode.d8.loss_mask": 0.6013748943805695, "decode.d8.loss_dice": 1.1491710841655731, "time": 0.5358705759048462, "memory": 7276, "step": 86250}
{"lr": 4.97754502975841e-06, "data_time": 0.009428572654724122, "grad_norm": 85.84515762329102, "loss": 28.049095726013185, "decode.loss_cls": 0.6949910759925843, "decode.loss_mask": 0.7375406876206398, "decode.loss_dice": 1.1745131880044937, "decode.d0.loss_cls": 2.350449287891388, "decode.d0.loss_mask": 0.7778560131788254, "decode.d0.loss_dice": 1.3314610809087752, "decode.d1.loss_cls": 0.8589027702808381, "decode.d1.loss_mask": 0.7467657387256622, "decode.d1.loss_dice": 1.260538524389267, "decode.d2.loss_cls": 0.7216795578598976, "decode.d2.loss_mask": 0.7247984752058982, "decode.d2.loss_dice": 1.1743550658226014, "decode.d3.loss_cls": 0.7716458693146706, "decode.d3.loss_mask": 0.7293926477432251, "decode.d3.loss_dice": 1.1450468242168426, "decode.d4.loss_cls": 0.7394976258277893, "decode.d4.loss_mask": 0.7458111971616745, "decode.d4.loss_dice": 1.145689657330513, "decode.d5.loss_cls": 0.6237153992056846, "decode.d5.loss_mask": 0.7353670403361321, "decode.d5.loss_dice": 1.166024300456047, "decode.d6.loss_cls": 0.6823182217776775, "decode.d6.loss_mask": 0.7251765578985214, "decode.d6.loss_dice": 1.1422035485506057, "decode.d7.loss_cls": 0.6703019589185715, "decode.d7.loss_mask": 0.7231286585330963, "decode.d7.loss_dice": 1.155178639292717, "decode.d8.loss_cls": 0.7009530775249004, "decode.d8.loss_mask": 0.7342757090926171, "decode.d8.loss_dice": 1.1595176786184311, "time": 0.5333388090133667, "memory": 7153, "step": 86300}
{"lr": 4.974505720040011e-06, "data_time": 0.009501004219055175, "grad_norm": 100.94223480224609, "loss": 30.365439319610594, "decode.loss_cls": 0.7206235706806183, "decode.loss_mask": 0.8904492318630218, "decode.loss_dice": 1.2022951543331146, "decode.d0.loss_cls": 2.4565197587013246, "decode.d0.loss_mask": 0.890320461988449, "decode.d0.loss_dice": 1.4163590312004088, "decode.d1.loss_cls": 0.7180533327162266, "decode.d1.loss_mask": 0.9022304892539978, "decode.d1.loss_dice": 1.3394906044006347, "decode.d2.loss_cls": 0.771967014670372, "decode.d2.loss_mask": 0.8626673281192779, "decode.d2.loss_dice": 1.2666529417037964, "decode.d3.loss_cls": 0.724188145250082, "decode.d3.loss_mask": 0.8838887095451355, "decode.d3.loss_dice": 1.244732791185379, "decode.d4.loss_cls": 0.6569948866963387, "decode.d4.loss_mask": 0.909519100189209, "decode.d4.loss_dice": 1.2887742042541503, "decode.d5.loss_cls": 0.742461372166872, "decode.d5.loss_mask": 0.8760879337787628, "decode.d5.loss_dice": 1.2370075345039369, "decode.d6.loss_cls": 0.7053899958729744, "decode.d6.loss_mask": 0.8871542274951935, "decode.d6.loss_dice": 1.1999757915735245, "decode.d7.loss_cls": 0.6641789086163044, "decode.d7.loss_mask": 0.9131541758775711, "decode.d7.loss_dice": 1.211814931035042, "decode.d8.loss_cls": 0.6918535716831684, "decode.d8.loss_mask": 0.8955489456653595, "decode.d8.loss_dice": 1.1950851023197173, "time": 0.5362602710723877, "memory": 7205, "step": 86350}
{"lr": 4.971466203979918e-06, "data_time": 0.00932903289794922, "grad_norm": 96.5624153137207, "loss": 25.044357681274413, "decode.loss_cls": 0.48230023086071017, "decode.loss_mask": 0.7134576320648194, "decode.loss_dice": 1.0499534249305724, "decode.d0.loss_cls": 2.2095687806606295, "decode.d0.loss_mask": 0.7610910952091217, "decode.d0.loss_dice": 1.1907982289791108, "decode.d1.loss_cls": 0.6208628013730049, "decode.d1.loss_mask": 0.7326089188456535, "decode.d1.loss_dice": 1.155454757809639, "decode.d2.loss_cls": 0.5830490499734878, "decode.d2.loss_mask": 0.7081484615802764, "decode.d2.loss_dice": 1.0910382211208343, "decode.d3.loss_cls": 0.5577041961252689, "decode.d3.loss_mask": 0.7249544650316239, "decode.d3.loss_dice": 1.0664242208003998, "decode.d4.loss_cls": 0.4950331665575504, "decode.d4.loss_mask": 0.7397329717874527, "decode.d4.loss_dice": 1.0385482639074326, "decode.d5.loss_cls": 0.5071085385978222, "decode.d5.loss_mask": 0.7242784634232521, "decode.d5.loss_dice": 1.0757329970598222, "decode.d6.loss_cls": 0.5064535133540631, "decode.d6.loss_mask": 0.7259534150362015, "decode.d6.loss_dice": 1.0600168436765671, "decode.d7.loss_cls": 0.4724474519491196, "decode.d7.loss_mask": 0.7170579612255097, "decode.d7.loss_dice": 1.0583871483802796, "decode.d8.loss_cls": 0.48304673209786414, "decode.d8.loss_mask": 0.7198839962482453, "decode.d8.loss_dice": 1.0732612192630768, "time": 0.5345215559005737, "memory": 7232, "step": 86400}
{"lr": 4.968426481423931e-06, "data_time": 0.009362912178039551, "grad_norm": 82.59664611816406, "loss": 25.84830446243286, "decode.loss_cls": 0.5057621836662293, "decode.loss_mask": 0.5763622164726258, "decode.loss_dice": 1.1816083937883377, "decode.d0.loss_cls": 2.3583471298217775, "decode.d0.loss_mask": 0.6420664697885513, "decode.d0.loss_dice": 1.3449092864990235, "decode.d1.loss_cls": 0.8070192590355874, "decode.d1.loss_mask": 0.5972420692443847, "decode.d1.loss_dice": 1.2815987825393678, "decode.d2.loss_cls": 0.6657582819461823, "decode.d2.loss_mask": 0.6066409856081009, "decode.d2.loss_dice": 1.2549736261367799, "decode.d3.loss_cls": 0.6707352854311466, "decode.d3.loss_mask": 0.5862997770309448, "decode.d3.loss_dice": 1.1974340200424194, "decode.d4.loss_cls": 0.5507199890911579, "decode.d4.loss_mask": 0.6173202693462372, "decode.d4.loss_dice": 1.2265398859977723, "decode.d5.loss_cls": 0.5912128396332264, "decode.d5.loss_mask": 0.570375171303749, "decode.d5.loss_dice": 1.1692739009857178, "decode.d6.loss_cls": 0.568637590110302, "decode.d6.loss_mask": 0.5506795436143875, "decode.d6.loss_dice": 1.1647050380706787, "decode.d7.loss_cls": 0.4963439017534256, "decode.d7.loss_mask": 0.5859168469905853, "decode.d7.loss_dice": 1.181772044301033, "decode.d8.loss_cls": 0.5399041660130024, "decode.d8.loss_mask": 0.5734572499990463, "decode.d8.loss_dice": 1.184688964486122, "time": 0.5351216316223144, "memory": 7257, "step": 86450}
{"lr": 4.965386552217625e-06, "data_time": 0.009494590759277343, "grad_norm": 83.64891967773437, "loss": 25.069007396697998, "decode.loss_cls": 0.5383009776473046, "decode.loss_mask": 0.7005850821733475, "decode.loss_dice": 1.0413442373275756, "decode.d0.loss_cls": 2.200869047641754, "decode.d0.loss_mask": 0.7773707807064056, "decode.d0.loss_dice": 1.1289911270141602, "decode.d1.loss_cls": 0.7415838181972504, "decode.d1.loss_mask": 0.712620136141777, "decode.d1.loss_dice": 1.0694508284330368, "decode.d2.loss_cls": 0.6812024161219596, "decode.d2.loss_mask": 0.7077845454216003, "decode.d2.loss_dice": 1.0626848965883255, "decode.d3.loss_cls": 0.5848168402910232, "decode.d3.loss_mask": 0.6835882037878036, "decode.d3.loss_dice": 1.0617574095726012, "decode.d4.loss_cls": 0.5548736840486527, "decode.d4.loss_mask": 0.6868941098451614, "decode.d4.loss_dice": 1.062352791428566, "decode.d5.loss_cls": 0.5338187053799629, "decode.d5.loss_mask": 0.6879156470298767, "decode.d5.loss_dice": 1.0601166605949401, "decode.d6.loss_cls": 0.5068327158689498, "decode.d6.loss_mask": 0.7009747117757797, "decode.d6.loss_dice": 1.0397040098905563, "decode.d7.loss_cls": 0.520396177470684, "decode.d7.loss_mask": 0.7026076912879944, "decode.d7.loss_dice": 1.0494646042585374, "decode.d8.loss_cls": 0.507585522532463, "decode.d8.loss_mask": 0.7019915580749512, "decode.d8.loss_dice": 1.0605279326438903, "time": 0.5842133045196534, "memory": 7245, "step": 86500}
{"lr": 4.962346416206364e-06, "data_time": 0.009262299537658692, "grad_norm": 95.21786308288574, "loss": 23.05328941345215, "decode.loss_cls": 0.47406875938177107, "decode.loss_mask": 0.6599492877721786, "decode.loss_dice": 0.8881331771612168, "decode.d0.loss_cls": 2.0714700698852537, "decode.d0.loss_mask": 0.7621583223342896, "decode.d0.loss_dice": 1.0684239268302917, "decode.d1.loss_cls": 0.7163938879966736, "decode.d1.loss_mask": 0.6800765991210938, "decode.d1.loss_dice": 0.9610465437173843, "decode.d2.loss_cls": 0.6553580090403557, "decode.d2.loss_mask": 0.6810011684894561, "decode.d2.loss_dice": 0.9339742004871369, "decode.d3.loss_cls": 0.5505235075950623, "decode.d3.loss_mask": 0.6697263091802597, "decode.d3.loss_dice": 0.9368171662092208, "decode.d4.loss_cls": 0.534630435705185, "decode.d4.loss_mask": 0.6626178562641144, "decode.d4.loss_dice": 0.9120725274085999, "decode.d5.loss_cls": 0.5117530092597008, "decode.d5.loss_mask": 0.6575887829065323, "decode.d5.loss_dice": 0.8973866641521454, "decode.d6.loss_cls": 0.5020492270588874, "decode.d6.loss_mask": 0.6592437744140625, "decode.d6.loss_dice": 0.891521766781807, "decode.d7.loss_cls": 0.5179730035364628, "decode.d7.loss_mask": 0.6626220107078552, "decode.d7.loss_dice": 0.8844916760921478, "decode.d8.loss_cls": 0.48292102068662646, "decode.d8.loss_mask": 0.6653494477272034, "decode.d8.loss_dice": 0.9019467443227768, "time": 0.5330597639083863, "memory": 7257, "step": 86550}
{"lr": 4.9593060732352875e-06, "data_time": 0.009506797790527344, "grad_norm": 96.0428092956543, "loss": 17.976555347442627, "decode.loss_cls": 0.42125949934124945, "decode.loss_mask": 0.43459365516901016, "decode.loss_dice": 0.6957895487546921, "decode.d0.loss_cls": 1.8172611474990845, "decode.d0.loss_mask": 0.4917176395654678, "decode.d0.loss_dice": 0.8263647496700287, "decode.d1.loss_cls": 0.5642240896821022, "decode.d1.loss_mask": 0.4536861851811409, "decode.d1.loss_dice": 0.7835655093193055, "decode.d2.loss_cls": 0.4682427778840065, "decode.d2.loss_mask": 0.4484777197241783, "decode.d2.loss_dice": 0.7636066287755966, "decode.d3.loss_cls": 0.5360186696052551, "decode.d3.loss_mask": 0.4390371486544609, "decode.d3.loss_dice": 0.7478728741407394, "decode.d4.loss_cls": 0.47155407816171646, "decode.d4.loss_mask": 0.4347561940550804, "decode.d4.loss_dice": 0.7312883496284485, "decode.d5.loss_cls": 0.47836808264255526, "decode.d5.loss_mask": 0.43305002003908155, "decode.d5.loss_dice": 0.7326342940330506, "decode.d6.loss_cls": 0.43518911600112914, "decode.d6.loss_mask": 0.4369005590677261, "decode.d6.loss_dice": 0.7392000615596771, "decode.d7.loss_cls": 0.4238497830927372, "decode.d7.loss_mask": 0.44570489749312403, "decode.d7.loss_dice": 0.7286971360445023, "decode.d8.loss_cls": 0.4112500764429569, "decode.d8.loss_mask": 0.4530031681060791, "decode.d8.loss_dice": 0.7293914735317231, "time": 0.5355277299880982, "memory": 7225, "step": 86600}
{"lr": 4.956265523149305e-06, "data_time": 0.009201526641845703, "grad_norm": 84.4468879699707, "loss": 24.32794609069824, "decode.loss_cls": 0.4317306578159332, "decode.loss_mask": 0.6859098047018051, "decode.loss_dice": 1.02814781665802, "decode.d0.loss_cls": 2.2588111817836762, "decode.d0.loss_mask": 0.7108965426683426, "decode.d0.loss_dice": 1.2309086978435517, "decode.d1.loss_cls": 0.6034666866064071, "decode.d1.loss_mask": 0.7716313362121582, "decode.d1.loss_dice": 1.1032692730426787, "decode.d2.loss_cls": 0.48626322075724604, "decode.d2.loss_mask": 0.7093933552503586, "decode.d2.loss_dice": 1.096678727865219, "decode.d3.loss_cls": 0.5126895360648632, "decode.d3.loss_mask": 0.6908922523260117, "decode.d3.loss_dice": 1.0664278626441956, "decode.d4.loss_cls": 0.4389393709599972, "decode.d4.loss_mask": 0.7192166835069657, "decode.d4.loss_dice": 1.0624229788780213, "decode.d5.loss_cls": 0.4698886044323444, "decode.d5.loss_mask": 0.6830353975296021, "decode.d5.loss_dice": 1.0265673607587815, "decode.d6.loss_cls": 0.44906951412558554, "decode.d6.loss_mask": 0.6928860396146774, "decode.d6.loss_dice": 1.039536491036415, "decode.d7.loss_cls": 0.48572168722748754, "decode.d7.loss_mask": 0.6835992366075516, "decode.d7.loss_dice": 1.0144265562295913, "decode.d8.loss_cls": 0.4756334349513054, "decode.d8.loss_mask": 0.6736059814691544, "decode.d8.loss_dice": 1.0262796193361283, "time": 0.5632323741912841, "memory": 7216, "step": 86650}
{"lr": 4.9532247657931144e-06, "data_time": 0.00918269157409668, "grad_norm": 84.95156784057617, "loss": 20.90405054092407, "decode.loss_cls": 0.4401888743042946, "decode.loss_mask": 0.6446286052465439, "decode.loss_dice": 0.7567136615514756, "decode.d0.loss_cls": 2.0889442682266237, "decode.d0.loss_mask": 0.7306007772684098, "decode.d0.loss_dice": 0.8563182651996613, "decode.d1.loss_cls": 0.6724953383207322, "decode.d1.loss_mask": 0.6807171702384949, "decode.d1.loss_dice": 0.8220822006464005, "decode.d2.loss_cls": 0.5541927322745324, "decode.d2.loss_mask": 0.655214124917984, "decode.d2.loss_dice": 0.7783874064683914, "decode.d3.loss_cls": 0.512808832526207, "decode.d3.loss_mask": 0.6270649373531342, "decode.d3.loss_dice": 0.7616624146699905, "decode.d4.loss_cls": 0.4512080617249012, "decode.d4.loss_mask": 0.6420682340860366, "decode.d4.loss_dice": 0.7705230265855789, "decode.d5.loss_cls": 0.4847489707171917, "decode.d5.loss_mask": 0.6549526810646057, "decode.d5.loss_dice": 0.7742136687040329, "decode.d6.loss_cls": 0.4657126419246197, "decode.d6.loss_mask": 0.6571457117795945, "decode.d6.loss_dice": 0.757863050699234, "decode.d7.loss_cls": 0.38840227872133254, "decode.d7.loss_mask": 0.6583452105522156, "decode.d7.loss_dice": 0.7729009866714478, "decode.d8.loss_cls": 0.42627512067556383, "decode.d8.loss_mask": 0.6439596891403199, "decode.d8.loss_dice": 0.7737105399370193, "time": 0.5577123165130615, "memory": 7243, "step": 86700}
{"lr": 4.950183801011187e-06, "data_time": 0.009153342247009278, "grad_norm": 83.55027084350586, "loss": 26.38101463317871, "decode.loss_cls": 0.7031079202890396, "decode.loss_mask": 0.5457855939865113, "decode.loss_dice": 1.161148163676262, "decode.d0.loss_cls": 2.4652346849441527, "decode.d0.loss_mask": 0.6691747367382049, "decode.d0.loss_dice": 1.3147627651691436, "decode.d1.loss_cls": 0.721170000731945, "decode.d1.loss_mask": 0.6365041345357895, "decode.d1.loss_dice": 1.233733457326889, "decode.d2.loss_cls": 0.7420440286397934, "decode.d2.loss_mask": 0.5841585367918014, "decode.d2.loss_dice": 1.2067003905773164, "decode.d3.loss_cls": 0.7143692672252655, "decode.d3.loss_mask": 0.561065536737442, "decode.d3.loss_dice": 1.161262047290802, "decode.d4.loss_cls": 0.696785643696785, "decode.d4.loss_mask": 0.5831101477146149, "decode.d4.loss_dice": 1.182051494717598, "decode.d5.loss_cls": 0.6642015725374222, "decode.d5.loss_mask": 0.5454121232032776, "decode.d5.loss_dice": 1.1336541533470155, "decode.d6.loss_cls": 0.7574171960353852, "decode.d6.loss_mask": 0.5409188091754913, "decode.d6.loss_dice": 1.1277475029230117, "decode.d7.loss_cls": 0.6761316418647766, "decode.d7.loss_mask": 0.5380468547344208, "decode.d7.loss_dice": 1.1170144498348236, "decode.d8.loss_cls": 0.7064040631055832, "decode.d8.loss_mask": 0.5406965911388397, "decode.d8.loss_dice": 1.1512014806270598, "time": 0.5324007749557496, "memory": 7254, "step": 86750}
{"lr": 4.947142628647768e-06, "data_time": 0.00925741195678711, "grad_norm": 97.78999176025391, "loss": 26.203203868865966, "decode.loss_cls": 0.5660875648260116, "decode.loss_mask": 0.7554293513298035, "decode.loss_dice": 1.0719345152378081, "decode.d0.loss_cls": 2.331188642978668, "decode.d0.loss_mask": 0.8129947066307068, "decode.d0.loss_dice": 1.2646053999662399, "decode.d1.loss_cls": 0.7041791647672653, "decode.d1.loss_mask": 0.7253076016902924, "decode.d1.loss_dice": 1.1360600501298905, "decode.d2.loss_cls": 0.640170294046402, "decode.d2.loss_mask": 0.7215270757675171, "decode.d2.loss_dice": 1.1193951606750487, "decode.d3.loss_cls": 0.6287898868322372, "decode.d3.loss_mask": 0.7167067378759384, "decode.d3.loss_dice": 1.0796757698059083, "decode.d4.loss_cls": 0.6272491201758384, "decode.d4.loss_mask": 0.7337002962827682, "decode.d4.loss_dice": 1.0623343676328658, "decode.d5.loss_cls": 0.5701134264469147, "decode.d5.loss_mask": 0.7482069551944732, "decode.d5.loss_dice": 1.0946015238761901, "decode.d6.loss_cls": 0.5619862109422684, "decode.d6.loss_mask": 0.7403201639652253, "decode.d6.loss_dice": 1.0728962153196335, "decode.d7.loss_cls": 0.5697199583053589, "decode.d7.loss_mask": 0.7286605298519134, "decode.d7.loss_dice": 1.053957349061966, "decode.d8.loss_cls": 0.5534921452403069, "decode.d8.loss_mask": 0.7531867235898971, "decode.d8.loss_dice": 1.0587273955345153, "time": 0.5317903757095337, "memory": 7216, "step": 86800}
{"lr": 4.944101248546886e-06, "data_time": 0.009470295906066895, "grad_norm": 82.3234359741211, "loss": 29.16203498840332, "decode.loss_cls": 0.6628280788660049, "decode.loss_mask": 0.7219126701354981, "decode.loss_dice": 1.1814615309238434, "decode.d0.loss_cls": 2.4448482394218445, "decode.d0.loss_mask": 0.8289476782083511, "decode.d0.loss_dice": 1.4330784380435944, "decode.d1.loss_cls": 0.9983438342809677, "decode.d1.loss_mask": 0.7946483582258225, "decode.d1.loss_dice": 1.327156975865364, "decode.d2.loss_cls": 0.8380187660455704, "decode.d2.loss_mask": 0.7789341866970062, "decode.d2.loss_dice": 1.27818643450737, "decode.d3.loss_cls": 0.7563207983970642, "decode.d3.loss_mask": 0.7435202479362488, "decode.d3.loss_dice": 1.1895609080791474, "decode.d4.loss_cls": 0.77951400578022, "decode.d4.loss_mask": 0.7426083654165268, "decode.d4.loss_dice": 1.198530113697052, "decode.d5.loss_cls": 0.6864179819822311, "decode.d5.loss_mask": 0.7397006928920746, "decode.d5.loss_dice": 1.1906066834926605, "decode.d6.loss_cls": 0.6937334686517715, "decode.d6.loss_mask": 0.7435920715332032, "decode.d6.loss_dice": 1.1780388534069062, "decode.d7.loss_cls": 0.6783185958862304, "decode.d7.loss_mask": 0.7376998662948608, "decode.d7.loss_dice": 1.1894574582576751, "decode.d8.loss_cls": 0.6868837103247643, "decode.d8.loss_mask": 0.7470132172107696, "decode.d8.loss_dice": 1.1921536862850188, "time": 0.5367685079574585, "memory": 7227, "step": 86850}
{"lr": 4.941059660552341e-06, "data_time": 0.009087109565734863, "grad_norm": 76.58975677490234, "loss": 23.289366436004638, "decode.loss_cls": 0.44961334466934205, "decode.loss_mask": 0.6601572543382644, "decode.loss_dice": 0.911619932949543, "decode.d0.loss_cls": 2.1650804400444033, "decode.d0.loss_mask": 0.7336822032928467, "decode.d0.loss_dice": 1.1452016174793243, "decode.d1.loss_cls": 0.7061835914850235, "decode.d1.loss_mask": 0.6784293204545975, "decode.d1.loss_dice": 1.0143188416957856, "decode.d2.loss_cls": 0.5807828307151794, "decode.d2.loss_mask": 0.7075189173221588, "decode.d2.loss_dice": 0.9841184318065643, "decode.d3.loss_cls": 0.5303673967719078, "decode.d3.loss_mask": 0.6805656582117081, "decode.d3.loss_dice": 0.9189086690545082, "decode.d4.loss_cls": 0.5702249899506568, "decode.d4.loss_mask": 0.6820447981357575, "decode.d4.loss_dice": 0.9304262131452561, "decode.d5.loss_cls": 0.49158527702093124, "decode.d5.loss_mask": 0.6812976598739624, "decode.d5.loss_dice": 0.9129674106836319, "decode.d6.loss_cls": 0.4860619530081749, "decode.d6.loss_mask": 0.6715366244316101, "decode.d6.loss_dice": 0.9256845057010651, "decode.d7.loss_cls": 0.4518274426460266, "decode.d7.loss_mask": 0.670157852768898, "decode.d7.loss_dice": 0.9209593832492828, "decode.d8.loss_cls": 0.43582477420568466, "decode.d8.loss_mask": 0.6677228540182114, "decode.d8.loss_dice": 0.9244964733719826, "time": 0.5578150510787964, "memory": 7197, "step": 86900}
{"lr": 4.938017864507707e-06, "data_time": 0.00949082374572754, "grad_norm": 86.31438369750977, "loss": 24.508377647399904, "decode.loss_cls": 0.6476402059197426, "decode.loss_mask": 0.6866228222846985, "decode.loss_dice": 0.8642270028591156, "decode.d0.loss_cls": 2.163747715950012, "decode.d0.loss_mask": 0.7412441790103912, "decode.d0.loss_dice": 1.0606467306613923, "decode.d1.loss_cls": 0.7676481544971466, "decode.d1.loss_mask": 0.7293298691511154, "decode.d1.loss_dice": 0.9941151887178421, "decode.d2.loss_cls": 0.7467301815748215, "decode.d2.loss_mask": 0.6966794610023499, "decode.d2.loss_dice": 0.9203109532594681, "decode.d3.loss_cls": 0.7435281932353973, "decode.d3.loss_mask": 0.7082437694072723, "decode.d3.loss_dice": 0.9044837355613708, "decode.d4.loss_cls": 0.5994706526398659, "decode.d4.loss_mask": 0.7022463500499725, "decode.d4.loss_dice": 0.9290921151638031, "decode.d5.loss_cls": 0.608332148194313, "decode.d5.loss_mask": 0.6981461226940155, "decode.d5.loss_dice": 0.9275696128606796, "decode.d6.loss_cls": 0.6390754789113998, "decode.d6.loss_mask": 0.6952325344085694, "decode.d6.loss_dice": 0.8888331890106201, "decode.d7.loss_cls": 0.6158452033996582, "decode.d7.loss_mask": 0.6867488116025925, "decode.d7.loss_dice": 0.8855764359235764, "decode.d8.loss_cls": 0.6664193257689476, "decode.d8.loss_mask": 0.6895147114992142, "decode.d8.loss_dice": 0.9010761082172394, "time": 0.5317182540893555, "memory": 7341, "step": 86950}
{"lr": 4.93497586025634e-06, "data_time": 0.009552311897277833, "grad_norm": 99.5554859161377, "loss": 24.156549167633056, "decode.loss_cls": 0.5243114441633224, "decode.loss_mask": 0.7334344625473023, "decode.loss_dice": 0.9449650168418884, "decode.d0.loss_cls": 1.8971514344215392, "decode.d0.loss_mask": 0.8132035911083222, "decode.d0.loss_dice": 1.157605916261673, "decode.d1.loss_cls": 0.6853779308497906, "decode.d1.loss_mask": 0.7617956459522247, "decode.d1.loss_dice": 1.0430684596300126, "decode.d2.loss_cls": 0.5692284569144249, "decode.d2.loss_mask": 0.751707935333252, "decode.d2.loss_dice": 0.9819161593914032, "decode.d3.loss_cls": 0.6124336041510106, "decode.d3.loss_mask": 0.7152716100215912, "decode.d3.loss_dice": 0.9518119037151337, "decode.d4.loss_cls": 0.5461222514510155, "decode.d4.loss_mask": 0.7194562047719956, "decode.d4.loss_dice": 0.960897496342659, "decode.d5.loss_cls": 0.5576185911893845, "decode.d5.loss_mask": 0.7133369415998458, "decode.d5.loss_dice": 0.9728628396987915, "decode.d6.loss_cls": 0.514325637370348, "decode.d6.loss_mask": 0.7084964573383331, "decode.d6.loss_dice": 0.9575443178415298, "decode.d7.loss_cls": 0.5317558236420155, "decode.d7.loss_mask": 0.7091100513935089, "decode.d7.loss_dice": 0.9341025859117508, "decode.d8.loss_cls": 0.5115286067128182, "decode.d8.loss_mask": 0.7203185588121415, "decode.d8.loss_dice": 0.9557886958122254, "time": 0.5333824157714844, "memory": 7315, "step": 87000}
{"lr": 4.9319336476413606e-06, "data_time": 0.00923922061920166, "grad_norm": 79.54307708740234, "loss": 20.61708002090454, "decode.loss_cls": 0.36083494275808337, "decode.loss_mask": 0.6429618656635284, "decode.loss_dice": 0.7865365773439408, "decode.d0.loss_cls": 1.809087884426117, "decode.d0.loss_mask": 0.7721157789230346, "decode.d0.loss_dice": 1.00035600066185, "decode.d1.loss_cls": 0.5499232918024063, "decode.d1.loss_mask": 0.7126000940799713, "decode.d1.loss_dice": 0.8939661502838134, "decode.d2.loss_cls": 0.4191147968173027, "decode.d2.loss_mask": 0.6786187946796417, "decode.d2.loss_dice": 0.8291421562433243, "decode.d3.loss_cls": 0.3930651471018791, "decode.d3.loss_mask": 0.6874617069959641, "decode.d3.loss_dice": 0.8264134228229523, "decode.d4.loss_cls": 0.39492748528718946, "decode.d4.loss_mask": 0.6814993768930435, "decode.d4.loss_dice": 0.8232320636510849, "decode.d5.loss_cls": 0.37056071013212205, "decode.d5.loss_mask": 0.6914891123771667, "decode.d5.loss_dice": 0.8160586327314376, "decode.d6.loss_cls": 0.37074280679225924, "decode.d6.loss_mask": 0.6648499518632889, "decode.d6.loss_dice": 0.805146124958992, "decode.d7.loss_cls": 0.3653847314417362, "decode.d7.loss_mask": 0.6649576932191849, "decode.d7.loss_dice": 0.7959257513284683, "decode.d8.loss_cls": 0.35359209552407267, "decode.d8.loss_mask": 0.6647392928600311, "decode.d8.loss_dice": 0.7917756766080857, "time": 0.5825895547866822, "memory": 7248, "step": 87050}
{"lr": 4.928891226505679e-06, "data_time": 0.009167003631591796, "grad_norm": 82.76902961730957, "loss": 20.290011596679687, "decode.loss_cls": 0.4786668837070465, "decode.loss_mask": 0.5234874457120895, "decode.loss_dice": 0.816166703402996, "decode.d0.loss_cls": 1.8075851321220398, "decode.d0.loss_mask": 0.5494591981172562, "decode.d0.loss_dice": 0.9608962595462799, "decode.d1.loss_cls": 0.5879226058721543, "decode.d1.loss_mask": 0.5755837753415107, "decode.d1.loss_dice": 0.9096002072095871, "decode.d2.loss_cls": 0.5343982681632042, "decode.d2.loss_mask": 0.561643372476101, "decode.d2.loss_dice": 0.8671696677803993, "decode.d3.loss_cls": 0.5070030614733696, "decode.d3.loss_mask": 0.5605616301298142, "decode.d3.loss_dice": 0.8587305843830109, "decode.d4.loss_cls": 0.45684674233198164, "decode.d4.loss_mask": 0.5611697271466255, "decode.d4.loss_dice": 0.8611851647496224, "decode.d5.loss_cls": 0.46430258005857467, "decode.d5.loss_mask": 0.5164890363812447, "decode.d5.loss_dice": 0.8449928790330887, "decode.d6.loss_cls": 0.5111680075526237, "decode.d6.loss_mask": 0.4952002078294754, "decode.d6.loss_dice": 0.830502587556839, "decode.d7.loss_cls": 0.47820173352956774, "decode.d7.loss_mask": 0.5128296226263046, "decode.d7.loss_dice": 0.8555674478411674, "decode.d8.loss_cls": 0.45876121819019317, "decode.d8.loss_mask": 0.5239800781011581, "decode.d8.loss_dice": 0.8199402242898941, "time": 0.5316970109939575, "memory": 7205, "step": 87100}
{"lr": 4.925848596691963e-06, "data_time": 0.009496712684631347, "grad_norm": 91.61120414733887, "loss": 20.82601890563965, "decode.loss_cls": 0.5292508222162724, "decode.loss_mask": 0.5760059475898742, "decode.loss_dice": 0.7279013842344284, "decode.d0.loss_cls": 1.9386003911495209, "decode.d0.loss_mask": 0.6795596301555633, "decode.d0.loss_dice": 0.8965968668460846, "decode.d1.loss_cls": 0.7163795981556177, "decode.d1.loss_mask": 0.5998779147863388, "decode.d1.loss_dice": 0.8155996322631835, "decode.d2.loss_cls": 0.6315892983227969, "decode.d2.loss_mask": 0.5934157997369767, "decode.d2.loss_dice": 0.7472193777561188, "decode.d3.loss_cls": 0.6678229376673699, "decode.d3.loss_mask": 0.5580550700426101, "decode.d3.loss_dice": 0.7128062337636948, "decode.d4.loss_cls": 0.6352119266986846, "decode.d4.loss_mask": 0.5593882113695144, "decode.d4.loss_dice": 0.718640661239624, "decode.d5.loss_cls": 0.5800748825073242, "decode.d5.loss_mask": 0.5632041901350021, "decode.d5.loss_dice": 0.718987661600113, "decode.d6.loss_cls": 0.5915332265198231, "decode.d6.loss_mask": 0.5872614860534668, "decode.d6.loss_dice": 0.7217378735542297, "decode.d7.loss_cls": 0.557191763445735, "decode.d7.loss_mask": 0.5861893355846405, "decode.d7.loss_dice": 0.7461299031972886, "decode.d8.loss_cls": 0.5347852271050215, "decode.d8.loss_mask": 0.5946774929761887, "decode.d8.loss_dice": 0.7403244942426681, "time": 0.5332984209060669, "memory": 7231, "step": 87150}
{"lr": 4.922805758042662e-06, "data_time": 0.009091782569885253, "grad_norm": 76.94829978942872, "loss": 23.318485260009766, "decode.loss_cls": 0.5240009099245071, "decode.loss_mask": 0.7226309567689896, "decode.loss_dice": 0.8545930594205856, "decode.d0.loss_cls": 2.090152990818024, "decode.d0.loss_mask": 0.7832613497972488, "decode.d0.loss_dice": 1.0045625895261765, "decode.d1.loss_cls": 0.7143149822950363, "decode.d1.loss_mask": 0.745230183005333, "decode.d1.loss_dice": 0.9484921485185623, "decode.d2.loss_cls": 0.6144410014152527, "decode.d2.loss_mask": 0.7246343702077865, "decode.d2.loss_dice": 0.9037391245365143, "decode.d3.loss_cls": 0.5897338539361954, "decode.d3.loss_mask": 0.7152799248695374, "decode.d3.loss_dice": 0.8869130298495292, "decode.d4.loss_cls": 0.5664850652217865, "decode.d4.loss_mask": 0.723156076669693, "decode.d4.loss_dice": 0.8859179049730301, "decode.d5.loss_cls": 0.5143583714962006, "decode.d5.loss_mask": 0.7118993252515793, "decode.d5.loss_dice": 0.869111368060112, "decode.d6.loss_cls": 0.5294930711388588, "decode.d6.loss_mask": 0.7166356295347214, "decode.d6.loss_dice": 0.8553405582904816, "decode.d7.loss_cls": 0.4611067533493042, "decode.d7.loss_mask": 0.7191432416439056, "decode.d7.loss_dice": 0.8767227679491043, "decode.d8.loss_cls": 0.4712252616882324, "decode.d8.loss_mask": 0.722173199057579, "decode.d8.loss_dice": 0.8737359344959259, "time": 0.5344428539276123, "memory": 7223, "step": 87200}
{"lr": 4.919762710399994e-06, "data_time": 0.009329509735107423, "grad_norm": 84.4808349609375, "loss": 22.88158802986145, "decode.loss_cls": 0.4861140504479408, "decode.loss_mask": 0.5909953445196152, "decode.loss_dice": 0.9278143346309662, "decode.d0.loss_cls": 2.0660879731178285, "decode.d0.loss_mask": 0.6427099347114563, "decode.d0.loss_dice": 1.1297074794769286, "decode.d1.loss_cls": 0.6921930145472288, "decode.d1.loss_mask": 0.5823242753744126, "decode.d1.loss_dice": 1.057904553413391, "decode.d2.loss_cls": 0.6716602228581905, "decode.d2.loss_mask": 0.6073578894138336, "decode.d2.loss_dice": 1.0138306319713593, "decode.d3.loss_cls": 0.6300292767584323, "decode.d3.loss_mask": 0.5614944189786911, "decode.d3.loss_dice": 0.944487139582634, "decode.d4.loss_cls": 0.574191476777196, "decode.d4.loss_mask": 0.562844754755497, "decode.d4.loss_dice": 0.957672169804573, "decode.d5.loss_cls": 0.5834723137319088, "decode.d5.loss_mask": 0.5584218427538872, "decode.d5.loss_dice": 0.94706110060215, "decode.d6.loss_cls": 0.5359764724969864, "decode.d6.loss_mask": 0.5848306313157081, "decode.d6.loss_dice": 0.9529448360204696, "decode.d7.loss_cls": 0.5345275282859803, "decode.d7.loss_mask": 0.5638474106788636, "decode.d7.loss_dice": 0.9446693241596222, "decode.d8.loss_cls": 0.4954488843679428, "decode.d8.loss_mask": 0.5688764527440071, "decode.d8.loss_dice": 0.9120925232768059, "time": 0.5582245588302612, "memory": 7254, "step": 87250}
{"lr": 4.916719453605954e-06, "data_time": 0.00926351547241211, "grad_norm": 107.07610702514648, "loss": 27.27574577331543, "decode.loss_cls": 0.5819678049534559, "decode.loss_mask": 0.740967869758606, "decode.loss_dice": 1.1054019421339034, "decode.d0.loss_cls": 2.252442109584808, "decode.d0.loss_mask": 0.7804260879755021, "decode.d0.loss_dice": 1.3222710013389587, "decode.d1.loss_cls": 0.8706793032586575, "decode.d1.loss_mask": 0.741955915093422, "decode.d1.loss_dice": 1.1970737278461456, "decode.d2.loss_cls": 0.7045623362064362, "decode.d2.loss_mask": 0.757844689488411, "decode.d2.loss_dice": 1.1463684737682343, "decode.d3.loss_cls": 0.7394506633281708, "decode.d3.loss_mask": 0.7380262345075608, "decode.d3.loss_dice": 1.1124374091625213, "decode.d4.loss_cls": 0.6834097146987915, "decode.d4.loss_mask": 0.7740076214075089, "decode.d4.loss_dice": 1.1540336906909943, "decode.d5.loss_cls": 0.6702368840575218, "decode.d5.loss_mask": 0.7156119883060456, "decode.d5.loss_dice": 1.1307443052530288, "decode.d6.loss_cls": 0.6282054947689175, "decode.d6.loss_mask": 0.7483244448900223, "decode.d6.loss_dice": 1.0983105629682541, "decode.d7.loss_cls": 0.5865673800930381, "decode.d7.loss_mask": 0.7491065114736557, "decode.d7.loss_dice": 1.13792185485363, "decode.d8.loss_cls": 0.5870064100250602, "decode.d8.loss_mask": 0.7228525161743165, "decode.d8.loss_dice": 1.0975332736968995, "time": 0.5323572397232056, "memory": 7253, "step": 87300}
{"lr": 4.913675987502306e-06, "data_time": 0.009590744972229004, "grad_norm": 92.40858535766601, "loss": 24.236096000671388, "decode.loss_cls": 0.4913573399186134, "decode.loss_mask": 0.6866050034761428, "decode.loss_dice": 0.9647756695747376, "decode.d0.loss_cls": 2.071158027648926, "decode.d0.loss_mask": 0.7707008808851242, "decode.d0.loss_dice": 1.240314596891403, "decode.d1.loss_cls": 0.6930546455085278, "decode.d1.loss_mask": 0.7347085565328598, "decode.d1.loss_dice": 1.1673255741596222, "decode.d2.loss_cls": 0.5487431354820729, "decode.d2.loss_mask": 0.7201414912939071, "decode.d2.loss_dice": 1.0709611892700195, "decode.d3.loss_cls": 0.5248433452099561, "decode.d3.loss_mask": 0.7256883233785629, "decode.d3.loss_dice": 1.0162033706903457, "decode.d4.loss_cls": 0.48194101080298424, "decode.d4.loss_mask": 0.7047598212957382, "decode.d4.loss_dice": 1.00523099899292, "decode.d5.loss_cls": 0.4802826724946499, "decode.d5.loss_mask": 0.6929610908031464, "decode.d5.loss_dice": 1.0012735903263092, "decode.d6.loss_cls": 0.44626109302043915, "decode.d6.loss_mask": 0.7032056495547294, "decode.d6.loss_dice": 1.0062997341156006, "decode.d7.loss_cls": 0.4394495956599712, "decode.d7.loss_mask": 0.693130585551262, "decode.d7.loss_dice": 0.9945186465978623, "decode.d8.loss_cls": 0.4296440649777651, "decode.d8.loss_mask": 0.7002338528633117, "decode.d8.loss_dice": 1.0303218841552735, "time": 0.5323433876037598, "memory": 7263, "step": 87350}
{"lr": 4.910632311930587e-06, "data_time": 0.009229707717895507, "grad_norm": 78.6149787902832, "loss": 24.898428535461427, "decode.loss_cls": 0.4665941521525383, "decode.loss_mask": 0.632972452044487, "decode.loss_dice": 1.0924398362636567, "decode.d0.loss_cls": 2.3386178731918337, "decode.d0.loss_mask": 0.7111371040344239, "decode.d0.loss_dice": 1.2925018548965455, "decode.d1.loss_cls": 0.6938686668872833, "decode.d1.loss_mask": 0.6724597364664078, "decode.d1.loss_dice": 1.2158566534519195, "decode.d2.loss_cls": 0.6190255105495452, "decode.d2.loss_mask": 0.6178235650062561, "decode.d2.loss_dice": 1.1353124737739564, "decode.d3.loss_cls": 0.5650942102074623, "decode.d3.loss_mask": 0.6020943999290467, "decode.d3.loss_dice": 1.0722431480884551, "decode.d4.loss_cls": 0.555052112042904, "decode.d4.loss_mask": 0.5951470315456391, "decode.d4.loss_dice": 1.0710311651229858, "decode.d5.loss_cls": 0.6147827878594398, "decode.d5.loss_mask": 0.6338582128286362, "decode.d5.loss_dice": 1.0488220512866975, "decode.d6.loss_cls": 0.5066338211297989, "decode.d6.loss_mask": 0.6328557372093201, "decode.d6.loss_dice": 1.0950695872306824, "decode.d7.loss_cls": 0.5306833148002624, "decode.d7.loss_mask": 0.625350758433342, "decode.d7.loss_dice": 1.0813301861286164, "decode.d8.loss_cls": 0.4594589859247208, "decode.d8.loss_mask": 0.6327247947454453, "decode.d8.loss_dice": 1.0875866770744325, "time": 0.5302422761917114, "memory": 7236, "step": 87400}
{"lr": 4.907588426732103e-06, "data_time": 0.00944671630859375, "grad_norm": 79.5019100189209, "loss": 26.168847274780273, "decode.loss_cls": 0.5904416520148515, "decode.loss_mask": 0.794689804315567, "decode.loss_dice": 1.002351638674736, "decode.d0.loss_cls": 2.27400997877121, "decode.d0.loss_mask": 0.9486708909273147, "decode.d0.loss_dice": 1.246264472603798, "decode.d1.loss_cls": 0.6811948038637639, "decode.d1.loss_mask": 0.8823580890893936, "decode.d1.loss_dice": 1.184560525417328, "decode.d2.loss_cls": 0.6603495419025421, "decode.d2.loss_mask": 0.7797234416007995, "decode.d2.loss_dice": 1.0454219549894332, "decode.d3.loss_cls": 0.6129044257104397, "decode.d3.loss_mask": 0.7592978209257126, "decode.d3.loss_dice": 1.014104813337326, "decode.d4.loss_cls": 0.5766404900699854, "decode.d4.loss_mask": 0.7608613550662995, "decode.d4.loss_dice": 1.00727598965168, "decode.d5.loss_cls": 0.5680832151323557, "decode.d5.loss_mask": 0.7676007777452469, "decode.d5.loss_dice": 0.9995963901281357, "decode.d6.loss_cls": 0.5445376064628362, "decode.d6.loss_mask": 0.75970638692379, "decode.d6.loss_dice": 0.9943222284317017, "decode.d7.loss_cls": 0.5936445116996765, "decode.d7.loss_mask": 0.7508462905883789, "decode.d7.loss_dice": 0.9830567419528962, "decode.d8.loss_cls": 0.6120037034153938, "decode.d8.loss_mask": 0.7817791253328323, "decode.d8.loss_dice": 0.9925466775894165, "time": 0.5574963808059692, "memory": 7208, "step": 87450}
{"lr": 4.904544331747929e-06, "data_time": 0.009300923347473145, "grad_norm": 105.06195068359375, "loss": 22.57557201385498, "decode.loss_cls": 0.590035954117775, "decode.loss_mask": 0.6695541560649871, "decode.loss_dice": 0.8047552168369293, "decode.d0.loss_cls": 1.9678674459457397, "decode.d0.loss_mask": 0.7506797939538956, "decode.d0.loss_dice": 0.9457785010337829, "decode.d1.loss_cls": 0.6405953973531723, "decode.d1.loss_mask": 0.6856240645051003, "decode.d1.loss_dice": 0.884917950630188, "decode.d2.loss_cls": 0.6822949178516865, "decode.d2.loss_mask": 0.6711706027388573, "decode.d2.loss_dice": 0.8417110204696655, "decode.d3.loss_cls": 0.6658225871622563, "decode.d3.loss_mask": 0.6595604658126831, "decode.d3.loss_dice": 0.8240309059619904, "decode.d4.loss_cls": 0.6093359142541885, "decode.d4.loss_mask": 0.6693173125386238, "decode.d4.loss_dice": 0.8190596848726273, "decode.d5.loss_cls": 0.5851702503859997, "decode.d5.loss_mask": 0.6704962000250816, "decode.d5.loss_dice": 0.806183460354805, "decode.d6.loss_cls": 0.5601328074932098, "decode.d6.loss_mask": 0.6684735208749771, "decode.d6.loss_dice": 0.8101924955844879, "decode.d7.loss_cls": 0.5419348888099194, "decode.d7.loss_mask": 0.6708744943141938, "decode.d7.loss_dice": 0.8168509811162948, "decode.d8.loss_cls": 0.5719534620642662, "decode.d8.loss_mask": 0.6773322850465775, "decode.d8.loss_dice": 0.8138655722141266, "time": 0.5345107316970825, "memory": 7229, "step": 87500}
{"lr": 4.901500026818913e-06, "data_time": 0.009374547004699706, "grad_norm": 90.45060882568359, "loss": 27.998799991607665, "decode.loss_cls": 0.6788807667791843, "decode.loss_mask": 0.6910879075527191, "decode.loss_dice": 1.1782168745994568, "decode.d0.loss_cls": 2.285708028078079, "decode.d0.loss_mask": 0.7630896478891372, "decode.d0.loss_dice": 1.435718697309494, "decode.d1.loss_cls": 0.78123180270195, "decode.d1.loss_mask": 0.7140460163354874, "decode.d1.loss_dice": 1.2847696721553803, "decode.d2.loss_cls": 0.7790666595101357, "decode.d2.loss_mask": 0.6744336277246475, "decode.d2.loss_dice": 1.247456857562065, "decode.d3.loss_cls": 0.7914694547653198, "decode.d3.loss_mask": 0.6822058528661727, "decode.d3.loss_dice": 1.1853098720312119, "decode.d4.loss_cls": 0.8378842785954476, "decode.d4.loss_mask": 0.6769152462482453, "decode.d4.loss_dice": 1.1962277323007584, "decode.d5.loss_cls": 0.7387757733464241, "decode.d5.loss_mask": 0.6822947889566422, "decode.d5.loss_dice": 1.17708001434803, "decode.d6.loss_cls": 0.6997940763831139, "decode.d6.loss_mask": 0.6644258886575699, "decode.d6.loss_dice": 1.139479175209999, "decode.d7.loss_cls": 0.6866348519921303, "decode.d7.loss_mask": 0.6705658882856369, "decode.d7.loss_dice": 1.1579180657863617, "decode.d8.loss_cls": 0.6553708896040916, "decode.d8.loss_mask": 0.6774553477764129, "decode.d8.loss_dice": 1.1652885854244233, "time": 0.532469630241394, "memory": 7261, "step": 87550}
{"lr": 4.898455511785668e-06, "data_time": 0.009428453445434571, "grad_norm": 86.6833511352539, "loss": 29.261122512817384, "decode.loss_cls": 0.6468643270432949, "decode.loss_mask": 0.8052206605672836, "decode.loss_dice": 1.2334286093711853, "decode.d0.loss_cls": 2.202288806438446, "decode.d0.loss_mask": 0.8660013258457184, "decode.d0.loss_dice": 1.4300980031490327, "decode.d1.loss_cls": 0.7436220273375511, "decode.d1.loss_mask": 0.8243238985538482, "decode.d1.loss_dice": 1.2999693691730498, "decode.d2.loss_cls": 0.6706551559269428, "decode.d2.loss_mask": 0.8476522654294968, "decode.d2.loss_dice": 1.3292571604251862, "decode.d3.loss_cls": 0.6762209743261337, "decode.d3.loss_mask": 0.8142871767282486, "decode.d3.loss_dice": 1.2726771354675293, "decode.d4.loss_cls": 0.7557948037981987, "decode.d4.loss_mask": 0.8088767558336258, "decode.d4.loss_dice": 1.244369238615036, "decode.d5.loss_cls": 0.6344433188438415, "decode.d5.loss_mask": 0.8151847153902054, "decode.d5.loss_dice": 1.2361030161380768, "decode.d6.loss_cls": 0.7051748216152192, "decode.d6.loss_mask": 0.7897229433059693, "decode.d6.loss_dice": 1.2191596567630767, "decode.d7.loss_cls": 0.6340353295207024, "decode.d7.loss_mask": 0.8014178931713104, "decode.d7.loss_dice": 1.225014090538025, "decode.d8.loss_cls": 0.5887197822332382, "decode.d8.loss_mask": 0.8293831139802933, "decode.d8.loss_dice": 1.3111572206020354, "time": 0.5611282825469971, "memory": 7214, "step": 87600}
{"lr": 4.895410786488583e-06, "data_time": 0.009350991249084473, "grad_norm": 86.43779487609864, "loss": 21.164856433868408, "decode.loss_cls": 0.47984057739377023, "decode.loss_mask": 0.6517252415418625, "decode.loss_dice": 0.790284663438797, "decode.d0.loss_cls": 1.9238869190216064, "decode.d0.loss_mask": 0.7403792321681977, "decode.d0.loss_dice": 0.9399596810340881, "decode.d1.loss_cls": 0.5971047539263964, "decode.d1.loss_mask": 0.6500138759613037, "decode.d1.loss_dice": 0.8156583994626999, "decode.d2.loss_cls": 0.6019575525075197, "decode.d2.loss_mask": 0.6387992322444915, "decode.d2.loss_dice": 0.7732864052057267, "decode.d3.loss_cls": 0.5058714810758829, "decode.d3.loss_mask": 0.6389357358217239, "decode.d3.loss_dice": 0.7940939426422119, "decode.d4.loss_cls": 0.5048991642892361, "decode.d4.loss_mask": 0.6496657341718673, "decode.d4.loss_dice": 0.803969869017601, "decode.d5.loss_cls": 0.4816694151610136, "decode.d5.loss_mask": 0.6592396646738052, "decode.d5.loss_dice": 0.7913676172494888, "decode.d6.loss_cls": 0.4745513044297695, "decode.d6.loss_mask": 0.6569375097751617, "decode.d6.loss_dice": 0.7928379327058792, "decode.d7.loss_cls": 0.45548485927283766, "decode.d7.loss_mask": 0.6557455316185952, "decode.d7.loss_dice": 0.7789828777313232, "decode.d8.loss_cls": 0.4966100174933672, "decode.d8.loss_mask": 0.649492809176445, "decode.d8.loss_dice": 0.7716045677661896, "time": 0.5336477756500244, "memory": 7310, "step": 87650}
{"lr": 4.892365850767808e-06, "data_time": 0.009427714347839355, "grad_norm": 85.95436935424804, "loss": 24.304530525207518, "decode.loss_cls": 0.6042441025376319, "decode.loss_mask": 0.5955151736736297, "decode.loss_dice": 0.9679749220609665, "decode.d0.loss_cls": 2.3920735478401185, "decode.d0.loss_mask": 0.6232705295085907, "decode.d0.loss_dice": 1.1426352232694625, "decode.d1.loss_cls": 0.7847421243786812, "decode.d1.loss_mask": 0.5958402425050735, "decode.d1.loss_dice": 1.0179259687662126, "decode.d2.loss_cls": 0.7016622051596642, "decode.d2.loss_mask": 0.5919757917523384, "decode.d2.loss_dice": 0.9601490318775177, "decode.d3.loss_cls": 0.7034198343753815, "decode.d3.loss_mask": 0.587884733080864, "decode.d3.loss_dice": 0.9597301334142685, "decode.d4.loss_cls": 0.6977971747517586, "decode.d4.loss_mask": 0.5990118503570556, "decode.d4.loss_dice": 0.9957649856805801, "decode.d5.loss_cls": 0.6976768866181373, "decode.d5.loss_mask": 0.5825997591018677, "decode.d5.loss_dice": 0.9760968625545502, "decode.d6.loss_cls": 0.6553072780370712, "decode.d6.loss_mask": 0.5970820650458336, "decode.d6.loss_dice": 0.9389013558626175, "decode.d7.loss_cls": 0.6476301431655884, "decode.d7.loss_mask": 0.5946791052818299, "decode.d7.loss_dice": 0.9473274111747741, "decode.d8.loss_cls": 0.5907639056444168, "decode.d8.loss_mask": 0.5847260549664497, "decode.d8.loss_dice": 0.9701231598854065, "time": 0.5335107326507569, "memory": 7287, "step": 87700}
{"lr": 4.88932070446327e-06, "data_time": 0.00941298007965088, "grad_norm": 79.99948959350586, "loss": 20.506789016723634, "decode.loss_cls": 0.45868800655007363, "decode.loss_mask": 0.5537861496210098, "decode.loss_dice": 0.7841290414333344, "decode.d0.loss_cls": 2.109436106681824, "decode.d0.loss_mask": 0.6050042182207107, "decode.d0.loss_dice": 0.9293284744024277, "decode.d1.loss_cls": 0.6631612375378608, "decode.d1.loss_mask": 0.5810014933347702, "decode.d1.loss_dice": 0.8411877959966659, "decode.d2.loss_cls": 0.585877089202404, "decode.d2.loss_mask": 0.5524794220924377, "decode.d2.loss_dice": 0.7911122262477874, "decode.d3.loss_cls": 0.5890136227011681, "decode.d3.loss_mask": 0.5544459104537964, "decode.d3.loss_dice": 0.765136432647705, "decode.d4.loss_cls": 0.5165536411106586, "decode.d4.loss_mask": 0.5553228944540024, "decode.d4.loss_dice": 0.8271927654743194, "decode.d5.loss_cls": 0.4575831778347492, "decode.d5.loss_mask": 0.5511314541101455, "decode.d5.loss_dice": 0.8207422286272049, "decode.d6.loss_cls": 0.4683922968804836, "decode.d6.loss_mask": 0.5473709613084793, "decode.d6.loss_dice": 0.7810590654611588, "decode.d7.loss_cls": 0.48981577679514887, "decode.d7.loss_mask": 0.5521761357784272, "decode.d7.loss_dice": 0.7766918063163757, "decode.d8.loss_cls": 0.47773757874965667, "decode.d8.loss_mask": 0.5463238805532455, "decode.d8.loss_dice": 0.7749075144529343, "time": 0.5616975069046021, "memory": 7254, "step": 87750}
{"lr": 4.886275347414653e-06, "data_time": 0.00948796272277832, "grad_norm": 81.71419334411621, "loss": 23.52656755447388, "decode.loss_cls": 0.5767175644636154, "decode.loss_mask": 0.6299892872571945, "decode.loss_dice": 0.8189438492059707, "decode.d0.loss_cls": 2.3216647148132323, "decode.d0.loss_mask": 0.6896323978900909, "decode.d0.loss_dice": 0.9855969846248627, "decode.d1.loss_cls": 0.8427307814359665, "decode.d1.loss_mask": 0.6911226689815522, "decode.d1.loss_dice": 0.9347089231014252, "decode.d2.loss_cls": 0.6964814677834511, "decode.d2.loss_mask": 0.6612770706415176, "decode.d2.loss_dice": 0.8941190063953399, "decode.d3.loss_cls": 0.7404728770256043, "decode.d3.loss_mask": 0.6357271581888199, "decode.d3.loss_dice": 0.8336439311504364, "decode.d4.loss_cls": 0.6356080740690231, "decode.d4.loss_mask": 0.6462486058473587, "decode.d4.loss_dice": 0.8283640265464782, "decode.d5.loss_cls": 0.6653177231550217, "decode.d5.loss_mask": 0.6541426658630372, "decode.d5.loss_dice": 0.8321510374546051, "decode.d6.loss_cls": 0.666364249587059, "decode.d6.loss_mask": 0.6449856042861939, "decode.d6.loss_dice": 0.810862272977829, "decode.d7.loss_cls": 0.6483947306871414, "decode.d7.loss_mask": 0.6412233084440231, "decode.d7.loss_dice": 0.817413192987442, "decode.d8.loss_cls": 0.631135293841362, "decode.d8.loss_mask": 0.6339342802762985, "decode.d8.loss_dice": 0.8175946205854416, "time": 0.5348750114440918, "memory": 7251, "step": 87800}
{"lr": 4.883229779461414e-06, "data_time": 0.00961148738861084, "grad_norm": 84.71700515747071, "loss": 25.972744750976563, "decode.loss_cls": 0.5321024596691132, "decode.loss_mask": 0.6345238447189331, "decode.loss_dice": 1.1751861810684203, "decode.d0.loss_cls": 2.301146364212036, "decode.d0.loss_mask": 0.6922126471996307, "decode.d0.loss_dice": 1.3951325982809066, "decode.d1.loss_cls": 0.6278481736779213, "decode.d1.loss_mask": 0.6384199559688568, "decode.d1.loss_dice": 1.282071328163147, "decode.d2.loss_cls": 0.5531364217400551, "decode.d2.loss_mask": 0.6200788170099258, "decode.d2.loss_dice": 1.2654343962669372, "decode.d3.loss_cls": 0.5926062151789665, "decode.d3.loss_mask": 0.6214449822902679, "decode.d3.loss_dice": 1.2183775722980499, "decode.d4.loss_cls": 0.584915179014206, "decode.d4.loss_mask": 0.6183795884251595, "decode.d4.loss_dice": 1.197938621044159, "decode.d5.loss_cls": 0.5380742207169533, "decode.d5.loss_mask": 0.6357935011386872, "decode.d5.loss_dice": 1.1844497919082642, "decode.d6.loss_cls": 0.5270367413759232, "decode.d6.loss_mask": 0.6350489050149918, "decode.d6.loss_dice": 1.183648031949997, "decode.d7.loss_cls": 0.5641453683376312, "decode.d7.loss_mask": 0.6240790218114853, "decode.d7.loss_dice": 1.1601907521486283, "decode.d8.loss_cls": 0.5311715081334114, "decode.d8.loss_mask": 0.6390385121107102, "decode.d8.loss_dice": 1.1991126596927644, "time": 0.5315773963928223, "memory": 7220, "step": 87850}
{"lr": 4.880184000442769e-06, "data_time": 0.009463095664978027, "grad_norm": 90.0009262084961, "loss": 27.132839012145997, "decode.loss_cls": 0.8391326606273651, "decode.loss_mask": 0.5953882694244385, "decode.loss_dice": 0.9979557156562805, "decode.d0.loss_cls": 2.2367454528808595, "decode.d0.loss_mask": 0.6973877906799316, "decode.d0.loss_dice": 1.2874585509300231, "decode.d1.loss_cls": 0.9821730986237526, "decode.d1.loss_mask": 0.6236193150281906, "decode.d1.loss_dice": 1.1617623925209046, "decode.d2.loss_cls": 1.0370559215545654, "decode.d2.loss_mask": 0.6272528648376465, "decode.d2.loss_dice": 1.1024514794349671, "decode.d3.loss_cls": 0.9164802849292755, "decode.d3.loss_mask": 0.6060103237628937, "decode.d3.loss_dice": 1.0333223819732666, "decode.d4.loss_cls": 0.8599580392241478, "decode.d4.loss_mask": 0.5976761639118194, "decode.d4.loss_dice": 1.0491414487361908, "decode.d5.loss_cls": 0.9235815227031707, "decode.d5.loss_mask": 0.5956063657999039, "decode.d5.loss_dice": 1.0249476730823517, "decode.d6.loss_cls": 0.8962712153792382, "decode.d6.loss_mask": 0.5946909844875335, "decode.d6.loss_dice": 1.0196753859519958, "decode.d7.loss_cls": 0.8051120117306709, "decode.d7.loss_mask": 0.6093183696269989, "decode.d7.loss_dice": 1.017510437965393, "decode.d8.loss_cls": 0.7693684846162796, "decode.d8.loss_mask": 0.5969467729330062, "decode.d8.loss_dice": 1.0288374185562135, "time": 0.5342790365219117, "memory": 7287, "step": 87900}
{"lr": 4.877138010197713e-06, "data_time": 0.00948026180267334, "grad_norm": 87.58115692138672, "loss": 26.780019664764403, "decode.loss_cls": 0.6586734533309937, "decode.loss_mask": 0.6940764307975769, "decode.loss_dice": 1.0112606674432754, "decode.d0.loss_cls": 2.2613009572029115, "decode.d0.loss_mask": 0.796344918012619, "decode.d0.loss_dice": 1.2549160957336425, "decode.d1.loss_cls": 0.9617407843470573, "decode.d1.loss_mask": 0.7542007654905319, "decode.d1.loss_dice": 1.096687975525856, "decode.d2.loss_cls": 0.8164285272359848, "decode.d2.loss_mask": 0.7400852322578431, "decode.d2.loss_dice": 1.078166425228119, "decode.d3.loss_cls": 0.7664840295910835, "decode.d3.loss_mask": 0.732839149236679, "decode.d3.loss_dice": 1.0428283840417862, "decode.d4.loss_cls": 0.7546090915799141, "decode.d4.loss_mask": 0.7405612736940383, "decode.d4.loss_dice": 1.0484249025583268, "decode.d5.loss_cls": 0.6288133949041367, "decode.d5.loss_mask": 0.7328009068965912, "decode.d5.loss_dice": 1.0534583419561385, "decode.d6.loss_cls": 0.6429770156741142, "decode.d6.loss_mask": 0.7097728282213212, "decode.d6.loss_dice": 1.0349188148975372, "decode.d7.loss_cls": 0.64120032787323, "decode.d7.loss_mask": 0.7033559441566467, "decode.d7.loss_dice": 1.0146254271268844, "decode.d8.loss_cls": 0.6848800674080848, "decode.d8.loss_mask": 0.7038338661193848, "decode.d8.loss_dice": 1.0197543799877167, "time": 0.5373227834701538, "memory": 7280, "step": 87950}
{"lr": 4.874091808564999e-06, "data_time": 0.009385180473327637, "grad_norm": 100.98507919311524, "loss": 28.324091243743897, "decode.loss_cls": 0.6284236907958984, "decode.loss_mask": 0.8285242900252342, "decode.loss_dice": 1.1377671539783478, "decode.d0.loss_cls": 2.2914297580718994, "decode.d0.loss_mask": 0.9040636628866195, "decode.d0.loss_dice": 1.3976751208305358, "decode.d1.loss_cls": 0.8189425870776177, "decode.d1.loss_mask": 0.8234339609742165, "decode.d1.loss_dice": 1.2114864349365235, "decode.d2.loss_cls": 0.7280825465917588, "decode.d2.loss_mask": 0.8286855652928352, "decode.d2.loss_dice": 1.1877976775169372, "decode.d3.loss_cls": 0.683815385401249, "decode.d3.loss_mask": 0.8264530435204506, "decode.d3.loss_dice": 1.1552395701408387, "decode.d4.loss_cls": 0.645842120051384, "decode.d4.loss_mask": 0.8166014820337295, "decode.d4.loss_dice": 1.1527408540248871, "decode.d5.loss_cls": 0.6148120671510696, "decode.d5.loss_mask": 0.8159199059009552, "decode.d5.loss_dice": 1.1551217436790466, "decode.d6.loss_cls": 0.5876568883657456, "decode.d6.loss_mask": 0.816330549120903, "decode.d6.loss_dice": 1.143216758966446, "decode.d7.loss_cls": 0.5741621613502502, "decode.d7.loss_mask": 0.8145702630281448, "decode.d7.loss_dice": 1.1480522572994232, "decode.d8.loss_cls": 0.5970885053277015, "decode.d8.loss_mask": 0.8285965204238892, "decode.d8.loss_dice": 1.1615565121173859, "time": 0.5319859743118286, "memory": 7260, "step": 88000}
{"lr": 4.871045395383138e-06, "data_time": 0.009388351440429687, "grad_norm": 92.46579475402832, "loss": 25.41575527191162, "decode.loss_cls": 0.4494030699133873, "decode.loss_mask": 0.7383115485310554, "decode.loss_dice": 1.1272294074296951, "decode.d0.loss_cls": 1.9132112622261048, "decode.d0.loss_mask": 0.7695623934268951, "decode.d0.loss_dice": 1.190369439125061, "decode.d1.loss_cls": 0.631425054371357, "decode.d1.loss_mask": 0.7978363797068596, "decode.d1.loss_dice": 1.2448849558830262, "decode.d2.loss_cls": 0.5670256167650223, "decode.d2.loss_mask": 0.7364053755998612, "decode.d2.loss_dice": 1.1704201579093934, "decode.d3.loss_cls": 0.5193498283624649, "decode.d3.loss_mask": 0.7381353378295898, "decode.d3.loss_dice": 1.1356039732694625, "decode.d4.loss_cls": 0.5021683230996132, "decode.d4.loss_mask": 0.7455599129199981, "decode.d4.loss_dice": 1.1222043871879577, "decode.d5.loss_cls": 0.4604495421051979, "decode.d5.loss_mask": 0.752878749370575, "decode.d5.loss_dice": 1.1512856632471085, "decode.d6.loss_cls": 0.4881327643990517, "decode.d6.loss_mask": 0.734251183271408, "decode.d6.loss_dice": 1.1081880450248718, "decode.d7.loss_cls": 0.4314538910984993, "decode.d7.loss_mask": 0.7509931594133377, "decode.d7.loss_dice": 1.1441829651594162, "decode.d8.loss_cls": 0.41742355525493624, "decode.d8.loss_mask": 0.7462543025612831, "decode.d8.loss_dice": 1.1311547696590423, "time": 0.5326525926589966, "memory": 7232, "step": 88050}
{"lr": 4.867998770490415e-06, "data_time": 0.009368085861206054, "grad_norm": 77.55184555053711, "loss": 20.927288818359376, "decode.loss_cls": 0.3264960780739784, "decode.loss_mask": 0.517017051577568, "decode.loss_dice": 0.9723293781280518, "decode.d0.loss_cls": 1.97553950548172, "decode.d0.loss_mask": 0.6059285342693329, "decode.d0.loss_dice": 1.105426061153412, "decode.d1.loss_cls": 0.5138009488582611, "decode.d1.loss_mask": 0.5641488760709763, "decode.d1.loss_dice": 1.0638697922229767, "decode.d2.loss_cls": 0.43880037516355513, "decode.d2.loss_mask": 0.5430137664079666, "decode.d2.loss_dice": 1.0176968693733215, "decode.d3.loss_cls": 0.41485964953899385, "decode.d3.loss_mask": 0.5210880994796753, "decode.d3.loss_dice": 0.9913345575332642, "decode.d4.loss_cls": 0.38131143897771835, "decode.d4.loss_mask": 0.5191721022129059, "decode.d4.loss_dice": 0.9770478308200836, "decode.d5.loss_cls": 0.3828688457608223, "decode.d5.loss_mask": 0.5179864585399627, "decode.d5.loss_dice": 1.008971107006073, "decode.d6.loss_cls": 0.36450144201517104, "decode.d6.loss_mask": 0.5212489604949951, "decode.d6.loss_dice": 0.9834344983100891, "decode.d7.loss_cls": 0.35432198494672773, "decode.d7.loss_mask": 0.5210834354162216, "decode.d7.loss_dice": 0.9682293653488159, "decode.d8.loss_cls": 0.379975737631321, "decode.d8.loss_mask": 0.5186445832252502, "decode.d8.loss_dice": 0.9571418285369873, "time": 0.5328123092651367, "memory": 7242, "step": 88100}
{"lr": 4.8649519337248815e-06, "data_time": 0.009517955780029296, "grad_norm": 87.44955062866211, "loss": 26.566577863693237, "decode.loss_cls": 0.69017698392272, "decode.loss_mask": 0.713652317225933, "decode.loss_dice": 0.9477470368146896, "decode.d0.loss_cls": 2.5571205854415893, "decode.d0.loss_mask": 0.8990671575069428, "decode.d0.loss_dice": 1.2469217240810395, "decode.d1.loss_cls": 0.8647408708930016, "decode.d1.loss_mask": 0.7898746758699418, "decode.d1.loss_dice": 1.0047494307160378, "decode.d2.loss_cls": 0.7282605931162834, "decode.d2.loss_mask": 0.773702871799469, "decode.d2.loss_dice": 0.982552570104599, "decode.d3.loss_cls": 0.7589760176837445, "decode.d3.loss_mask": 0.7645169094204902, "decode.d3.loss_dice": 0.9362756870687008, "decode.d4.loss_cls": 0.7312607824802398, "decode.d4.loss_mask": 0.7645972587168217, "decode.d4.loss_dice": 0.932541585713625, "decode.d5.loss_cls": 0.6859512209892273, "decode.d5.loss_mask": 0.7562351189553738, "decode.d5.loss_dice": 0.9507058635354042, "decode.d6.loss_cls": 0.6890916563570499, "decode.d6.loss_mask": 0.7506307631731033, "decode.d6.loss_dice": 0.9599711544811725, "decode.d7.loss_cls": 0.6974487110972405, "decode.d7.loss_mask": 0.7441594623029232, "decode.d7.loss_dice": 0.9288504086434841, "decode.d8.loss_cls": 0.6718366347253323, "decode.d8.loss_mask": 0.7279787175357342, "decode.d8.loss_dice": 0.9169833220541477, "time": 0.5340816497802734, "memory": 7249, "step": 88150}
{"lr": 4.861904884924338e-06, "data_time": 0.009351205825805665, "grad_norm": 105.9146713256836, "loss": 17.983524131774903, "decode.loss_cls": 0.4455907717347145, "decode.loss_mask": 0.5572776228189469, "decode.loss_dice": 0.6194435194134712, "decode.d0.loss_cls": 1.6437232196331024, "decode.d0.loss_mask": 0.6340273648500443, "decode.d0.loss_dice": 0.6997941091656685, "decode.d1.loss_cls": 0.512631157040596, "decode.d1.loss_mask": 0.5950574517250061, "decode.d1.loss_dice": 0.7095345258712769, "decode.d2.loss_cls": 0.4539924241602421, "decode.d2.loss_mask": 0.5678713738918304, "decode.d2.loss_dice": 0.6691064804792404, "decode.d3.loss_cls": 0.5436551466584205, "decode.d3.loss_mask": 0.5492461793124676, "decode.d3.loss_dice": 0.6247495219111443, "decode.d4.loss_cls": 0.4826103687286377, "decode.d4.loss_mask": 0.5455854296684265, "decode.d4.loss_dice": 0.6182285055518151, "decode.d5.loss_cls": 0.46230333149433134, "decode.d5.loss_mask": 0.5393317669630051, "decode.d5.loss_dice": 0.6295960634946823, "decode.d6.loss_cls": 0.4701701089739799, "decode.d6.loss_mask": 0.5301477327942848, "decode.d6.loss_dice": 0.6180631592869759, "decode.d7.loss_cls": 0.5000202812254428, "decode.d7.loss_mask": 0.5280466139316559, "decode.d7.loss_dice": 0.6520930886268616, "decode.d8.loss_cls": 0.4285902850329876, "decode.d8.loss_mask": 0.5305024445056915, "decode.d8.loss_dice": 0.6225343614816665, "time": 0.5350767612457276, "memory": 7174, "step": 88200}
{"lr": 4.858857623926365e-06, "data_time": 0.009238028526306152, "grad_norm": 83.26637191772461, "loss": 22.109773063659667, "decode.loss_cls": 0.4088493540883064, "decode.loss_mask": 0.6052830398082734, "decode.loss_dice": 0.9492537468671799, "decode.d0.loss_cls": 1.8564197659492492, "decode.d0.loss_mask": 0.6956722736358643, "decode.d0.loss_dice": 1.1051693826913833, "decode.d1.loss_cls": 0.6184308484196663, "decode.d1.loss_mask": 0.6324580520391464, "decode.d1.loss_dice": 1.0565773487091064, "decode.d2.loss_cls": 0.5171522065997124, "decode.d2.loss_mask": 0.6157076984643937, "decode.d2.loss_dice": 0.9846978694200516, "decode.d3.loss_cls": 0.5056301087141037, "decode.d3.loss_mask": 0.6036813020706177, "decode.d3.loss_dice": 0.9660458892583847, "decode.d4.loss_cls": 0.4807375088334084, "decode.d4.loss_mask": 0.6077400714159011, "decode.d4.loss_dice": 0.9698663949966431, "decode.d5.loss_cls": 0.4376488357782364, "decode.d5.loss_mask": 0.609904271364212, "decode.d5.loss_dice": 0.9598176151514053, "decode.d6.loss_cls": 0.44818904548883437, "decode.d6.loss_mask": 0.6128737062215805, "decode.d6.loss_dice": 0.9669061750173569, "decode.d7.loss_cls": 0.38594819605350494, "decode.d7.loss_mask": 0.6056884199380874, "decode.d7.loss_dice": 0.9563606321811676, "decode.d8.loss_cls": 0.40174068212509156, "decode.d8.loss_mask": 0.599422499537468, "decode.d8.loss_dice": 0.9459001898765564, "time": 0.5340285062789917, "memory": 7342, "step": 88250}
{"lr": 4.855810150568291e-06, "data_time": 0.009618401527404785, "grad_norm": 95.43804321289062, "loss": 18.82264621257782, "decode.loss_cls": 0.41381226405501365, "decode.loss_mask": 0.6132127650082111, "decode.loss_dice": 0.6463388919830322, "decode.d0.loss_cls": 1.840312922000885, "decode.d0.loss_mask": 0.6658385470509529, "decode.d0.loss_dice": 0.8158245548605919, "decode.d1.loss_cls": 0.6351119510829448, "decode.d1.loss_mask": 0.6419503495097161, "decode.d1.loss_dice": 0.7285559341311455, "decode.d2.loss_cls": 0.49135314896702764, "decode.d2.loss_mask": 0.6374672167003155, "decode.d2.loss_dice": 0.7353329345583915, "decode.d3.loss_cls": 0.4091506898403168, "decode.d3.loss_mask": 0.613295865803957, "decode.d3.loss_dice": 0.6709165580570697, "decode.d4.loss_cls": 0.39407835751771925, "decode.d4.loss_mask": 0.591699005663395, "decode.d4.loss_dice": 0.6822390615940094, "decode.d5.loss_cls": 0.39865009151399133, "decode.d5.loss_mask": 0.6258535072207451, "decode.d5.loss_dice": 0.6687288448214531, "decode.d6.loss_cls": 0.3683015376329422, "decode.d6.loss_mask": 0.6039889715611935, "decode.d6.loss_dice": 0.6476964384317399, "decode.d7.loss_cls": 0.3834593378007412, "decode.d7.loss_mask": 0.5806891039013863, "decode.d7.loss_dice": 0.6468347772955895, "decode.d8.loss_cls": 0.43060446307063105, "decode.d8.loss_mask": 0.5959059715270996, "decode.d8.loss_dice": 0.6454417020082474, "time": 0.5323234558105469, "memory": 7242, "step": 88300}
{"lr": 4.8527624646872145e-06, "data_time": 0.009499478340148925, "grad_norm": 78.6805305480957, "loss": 29.53323745727539, "decode.loss_cls": 0.6844173595309258, "decode.loss_mask": 0.6737038373947144, "decode.loss_dice": 1.2453563630580902, "decode.d0.loss_cls": 2.5693299889564516, "decode.d0.loss_mask": 0.7675844937562942, "decode.d0.loss_dice": 1.4693267285823821, "decode.d1.loss_cls": 0.9249271973967552, "decode.d1.loss_mask": 0.767128837108612, "decode.d1.loss_dice": 1.4051088273525238, "decode.d2.loss_cls": 0.8606053650379181, "decode.d2.loss_mask": 0.7196175664663315, "decode.d2.loss_dice": 1.3293530523777009, "decode.d3.loss_cls": 0.7800631493330001, "decode.d3.loss_mask": 0.7108950555324555, "decode.d3.loss_dice": 1.2802787184715272, "decode.d4.loss_cls": 0.730349525809288, "decode.d4.loss_mask": 0.7231609851121903, "decode.d4.loss_dice": 1.2947447657585145, "decode.d5.loss_cls": 0.6959373787045479, "decode.d5.loss_mask": 0.7206853538751602, "decode.d5.loss_dice": 1.273833030462265, "decode.d6.loss_cls": 0.7031855881214142, "decode.d6.loss_mask": 0.6998789876699447, "decode.d6.loss_dice": 1.274863350391388, "decode.d7.loss_cls": 0.6618328884243965, "decode.d7.loss_mask": 0.6847814321517944, "decode.d7.loss_dice": 1.2733219742774964, "decode.d8.loss_cls": 0.6553770244121552, "decode.d8.loss_mask": 0.6691392183303833, "decode.d8.loss_dice": 1.2844485998153687, "time": 0.5331333637237549, "memory": 7257, "step": 88350}
{"lr": 4.849714566119986e-06, "data_time": 0.009335684776306152, "grad_norm": 101.06538276672363, "loss": 23.985887813568116, "decode.loss_cls": 0.5503706358373165, "decode.loss_mask": 0.5869914725422859, "decode.loss_dice": 0.977503377199173, "decode.d0.loss_cls": 2.0839688420295714, "decode.d0.loss_mask": 0.7101950883865357, "decode.d0.loss_dice": 1.1857877880334855, "decode.d1.loss_cls": 0.7497232228517532, "decode.d1.loss_mask": 0.6630193144083023, "decode.d1.loss_dice": 1.0415089637041093, "decode.d2.loss_cls": 0.6578153610229492, "decode.d2.loss_mask": 0.6207937881350517, "decode.d2.loss_dice": 1.0197206407785415, "decode.d3.loss_cls": 0.6402349948883057, "decode.d3.loss_mask": 0.6189781352877617, "decode.d3.loss_dice": 1.0092517614364624, "decode.d4.loss_cls": 0.574462716281414, "decode.d4.loss_mask": 0.6091449350118637, "decode.d4.loss_dice": 0.9896214932203293, "decode.d5.loss_cls": 0.5951651751995086, "decode.d5.loss_mask": 0.6064500123262405, "decode.d5.loss_dice": 0.9915317535400391, "decode.d6.loss_cls": 0.5792502447962761, "decode.d6.loss_mask": 0.60880027115345, "decode.d6.loss_dice": 1.0016089022159576, "decode.d7.loss_cls": 0.558044146001339, "decode.d7.loss_mask": 0.598988302052021, "decode.d7.loss_dice": 0.999686986207962, "decode.d8.loss_cls": 0.5806243225932122, "decode.d8.loss_mask": 0.5922006875276565, "decode.d8.loss_dice": 0.984445595741272, "time": 0.5322912931442261, "memory": 7260, "step": 88400}
{"lr": 4.846666454703228e-06, "data_time": 0.009267044067382813, "grad_norm": 94.64936752319336, "loss": 19.439739656448364, "decode.loss_cls": 0.36811314448714255, "decode.loss_mask": 0.4975248366594315, "decode.loss_dice": 0.8413679033517838, "decode.d0.loss_cls": 2.0192861318588258, "decode.d0.loss_mask": 0.5469881251454354, "decode.d0.loss_dice": 0.9611852824687958, "decode.d1.loss_cls": 0.6127607330679894, "decode.d1.loss_mask": 0.4914737597107887, "decode.d1.loss_dice": 0.9171375840902328, "decode.d2.loss_cls": 0.5035925284028053, "decode.d2.loss_mask": 0.4905280232429504, "decode.d2.loss_dice": 0.8773527592420578, "decode.d3.loss_cls": 0.42742976546287537, "decode.d3.loss_mask": 0.4886453330516815, "decode.d3.loss_dice": 0.84365673661232, "decode.d4.loss_cls": 0.42784582898020745, "decode.d4.loss_mask": 0.46496851593255994, "decode.d4.loss_dice": 0.8178414940834046, "decode.d5.loss_cls": 0.387116140127182, "decode.d5.loss_mask": 0.48065521866083144, "decode.d5.loss_dice": 0.8402398973703384, "decode.d6.loss_cls": 0.44907532185316085, "decode.d6.loss_mask": 0.46250941455364225, "decode.d6.loss_dice": 0.8118111699819565, "decode.d7.loss_cls": 0.3777870237827301, "decode.d7.loss_mask": 0.48370850533246995, "decode.d7.loss_dice": 0.8158866122364998, "decode.d8.loss_cls": 0.4363985776901245, "decode.d8.loss_mask": 0.4700364112854004, "decode.d8.loss_dice": 0.8268169283866882, "time": 0.5337020874023437, "memory": 7197, "step": 88450}
{"lr": 4.843618130273326e-06, "data_time": 0.009403252601623535, "grad_norm": 98.33579940795899, "loss": 19.16321496963501, "decode.loss_cls": 0.3864083647727966, "decode.loss_mask": 0.48416855931282043, "decode.loss_dice": 0.8127437353134155, "decode.d0.loss_cls": 1.872148907184601, "decode.d0.loss_mask": 0.5176348596811294, "decode.d0.loss_dice": 0.9212141931056976, "decode.d1.loss_cls": 0.49943774193525314, "decode.d1.loss_mask": 0.551691797375679, "decode.d1.loss_dice": 0.8797396391630172, "decode.d2.loss_cls": 0.4762865111231804, "decode.d2.loss_mask": 0.5100093513727189, "decode.d2.loss_dice": 0.8419164001941681, "decode.d3.loss_cls": 0.4616980791091919, "decode.d3.loss_mask": 0.4873879015445709, "decode.d3.loss_dice": 0.8247482419013977, "decode.d4.loss_cls": 0.43126643896102906, "decode.d4.loss_mask": 0.48717098832130434, "decode.d4.loss_dice": 0.8284572839736939, "decode.d5.loss_cls": 0.4295461028814316, "decode.d5.loss_mask": 0.48846786469221115, "decode.d5.loss_dice": 0.82424336373806, "decode.d6.loss_cls": 0.3837682783603668, "decode.d6.loss_mask": 0.4857648521661758, "decode.d6.loss_dice": 0.8266263604164124, "decode.d7.loss_cls": 0.4218724355101585, "decode.d7.loss_mask": 0.4830605998635292, "decode.d7.loss_dice": 0.8187293708324432, "decode.d8.loss_cls": 0.4038450986146927, "decode.d8.loss_mask": 0.486323769390583, "decode.d8.loss_dice": 0.8368371725082397, "time": 0.5327047348022461, "memory": 7207, "step": 88500}
{"lr": 4.840569592666408e-06, "data_time": 0.009467768669128417, "grad_norm": 84.07093811035156, "loss": 20.34713315963745, "decode.loss_cls": 0.3751623034477234, "decode.loss_mask": 0.512741768360138, "decode.loss_dice": 0.8441128373146057, "decode.d0.loss_cls": 2.2645914554595947, "decode.d0.loss_mask": 0.5985300421714783, "decode.d0.loss_dice": 1.0146048963069916, "decode.d1.loss_cls": 0.5738005697727203, "decode.d1.loss_mask": 0.5837665349245071, "decode.d1.loss_dice": 0.9746032029390335, "decode.d2.loss_cls": 0.529048690199852, "decode.d2.loss_mask": 0.5489390820264817, "decode.d2.loss_dice": 0.8882917940616608, "decode.d3.loss_cls": 0.47695834934711456, "decode.d3.loss_mask": 0.5159776031970977, "decode.d3.loss_dice": 0.8656040310859681, "decode.d4.loss_cls": 0.4370169147849083, "decode.d4.loss_mask": 0.5207851707935334, "decode.d4.loss_dice": 0.8424808710813523, "decode.d5.loss_cls": 0.4102711647748947, "decode.d5.loss_mask": 0.5245432555675507, "decode.d5.loss_dice": 0.8333494812250137, "decode.d6.loss_cls": 0.3861109480261803, "decode.d6.loss_mask": 0.5183389633893967, "decode.d6.loss_dice": 0.8231824070215226, "decode.d7.loss_cls": 0.3908172070980072, "decode.d7.loss_mask": 0.5137228459119797, "decode.d7.loss_dice": 0.8179685264825821, "decode.d8.loss_cls": 0.38479393124580386, "decode.d8.loss_mask": 0.5170500248670578, "decode.d8.loss_dice": 0.8599684745073318, "time": 0.5348748207092285, "memory": 7227, "step": 88550}
{"lr": 4.837520841718381e-06, "data_time": 0.009245085716247558, "grad_norm": 95.96703796386718, "loss": 26.528668022155763, "decode.loss_cls": 0.47608880549669264, "decode.loss_mask": 0.7055778086185456, "decode.loss_dice": 1.1498492032289505, "decode.d0.loss_cls": 2.207608735561371, "decode.d0.loss_mask": 0.8392970830202102, "decode.d0.loss_dice": 1.400382262468338, "decode.d1.loss_cls": 0.7851330727338791, "decode.d1.loss_mask": 0.736825755238533, "decode.d1.loss_dice": 1.23254953622818, "decode.d2.loss_cls": 0.5706173449754715, "decode.d2.loss_mask": 0.7370390951633453, "decode.d2.loss_dice": 1.230233508348465, "decode.d3.loss_cls": 0.5923381730914116, "decode.d3.loss_mask": 0.7193188667297363, "decode.d3.loss_dice": 1.1579122513532638, "decode.d4.loss_cls": 0.5068506389856339, "decode.d4.loss_mask": 0.7208025813102722, "decode.d4.loss_dice": 1.1729031443595885, "decode.d5.loss_cls": 0.5493551313877105, "decode.d5.loss_mask": 0.726550155878067, "decode.d5.loss_dice": 1.1566819429397583, "decode.d6.loss_cls": 0.4997875213623047, "decode.d6.loss_mask": 0.7184033423662186, "decode.d6.loss_dice": 1.1540765672922135, "decode.d7.loss_cls": 0.5174198254942894, "decode.d7.loss_mask": 0.7170387715101242, "decode.d7.loss_dice": 1.162102174758911, "decode.d8.loss_cls": 0.5052896559238433, "decode.d8.loss_mask": 0.7091613084077835, "decode.d8.loss_dice": 1.1714730322360993, "time": 0.5330122947692871, "memory": 7251, "step": 88600}
{"lr": 4.8344718772648905e-06, "data_time": 0.009366250038146973, "grad_norm": 93.34640350341797, "loss": 28.02513732910156, "decode.loss_cls": 0.695506002008915, "decode.loss_mask": 0.7478744775056839, "decode.loss_dice": 1.0702662944793702, "decode.d0.loss_cls": 2.2561062574386597, "decode.d0.loss_mask": 0.8071398586034775, "decode.d0.loss_dice": 1.3338803589344024, "decode.d1.loss_cls": 0.8248466968536377, "decode.d1.loss_mask": 0.8003116756677627, "decode.d1.loss_dice": 1.2354041635990143, "decode.d2.loss_cls": 0.7510175630450249, "decode.d2.loss_mask": 0.781999796628952, "decode.d2.loss_dice": 1.1647220432758332, "decode.d3.loss_cls": 0.7654985755681991, "decode.d3.loss_mask": 0.7585815936326981, "decode.d3.loss_dice": 1.107645958662033, "decode.d4.loss_cls": 0.801978799700737, "decode.d4.loss_mask": 0.764228242635727, "decode.d4.loss_dice": 1.1268039703369142, "decode.d5.loss_cls": 0.7102481678128243, "decode.d5.loss_mask": 0.7650232315063477, "decode.d5.loss_dice": 1.1138883769512176, "decode.d6.loss_cls": 0.7036798596382141, "decode.d6.loss_mask": 0.7693996608257294, "decode.d6.loss_dice": 1.0827728390693665, "decode.d7.loss_cls": 0.6938286900520325, "decode.d7.loss_mask": 0.7519761949777604, "decode.d7.loss_dice": 1.0780336022377015, "decode.d8.loss_cls": 0.712636849284172, "decode.d8.loss_mask": 0.7490402311086655, "decode.d8.loss_dice": 1.1007976949214935, "time": 0.5383903980255127, "memory": 7254, "step": 88650}
{"lr": 4.831422699141354e-06, "data_time": 0.009375405311584473, "grad_norm": 81.7525131225586, "loss": 26.88899040222168, "decode.loss_cls": 0.7089889153838158, "decode.loss_mask": 0.7713425934314728, "decode.loss_dice": 1.0040449798107147, "decode.d0.loss_cls": 2.2507939100265504, "decode.d0.loss_mask": 0.8024473071098328, "decode.d0.loss_dice": 1.2095625400543213, "decode.d1.loss_cls": 0.7634964793920517, "decode.d1.loss_mask": 0.8051185488700867, "decode.d1.loss_dice": 1.148334589600563, "decode.d2.loss_cls": 0.7563504233956337, "decode.d2.loss_mask": 0.7665948450565339, "decode.d2.loss_dice": 1.0251064896583557, "decode.d3.loss_cls": 0.726837481558323, "decode.d3.loss_mask": 0.7801243931055069, "decode.d3.loss_dice": 1.0377594262361527, "decode.d4.loss_cls": 0.6914805307984352, "decode.d4.loss_mask": 0.7667744636535645, "decode.d4.loss_dice": 1.023902675509453, "decode.d5.loss_cls": 0.7179487705230713, "decode.d5.loss_mask": 0.761234027147293, "decode.d5.loss_dice": 1.0021453857421876, "decode.d6.loss_cls": 0.7123000338673592, "decode.d6.loss_mask": 0.7636222660541534, "decode.d6.loss_dice": 0.9876989781856537, "decode.d7.loss_cls": 0.6715920120477676, "decode.d7.loss_mask": 0.7683097958564759, "decode.d7.loss_dice": 1.005549931526184, "decode.d8.loss_cls": 0.6816661350429059, "decode.d8.loss_mask": 0.7699473053216934, "decode.d8.loss_dice": 1.0079151034355163, "time": 0.5589126110076904, "memory": 7257, "step": 88700}
{"lr": 4.828373307182944e-06, "data_time": 0.009380412101745606, "grad_norm": 89.45051574707031, "loss": 26.349011421203613, "decode.loss_cls": 0.5049404293298722, "decode.loss_mask": 0.806132385134697, "decode.loss_dice": 1.031454661488533, "decode.d0.loss_cls": 2.092247760295868, "decode.d0.loss_mask": 0.8534839123487472, "decode.d0.loss_dice": 1.195433685183525, "decode.d1.loss_cls": 0.825256735086441, "decode.d1.loss_mask": 0.8323170244693756, "decode.d1.loss_dice": 1.123469704389572, "decode.d2.loss_cls": 0.6300709843635559, "decode.d2.loss_mask": 0.8332452982664108, "decode.d2.loss_dice": 1.119391131401062, "decode.d3.loss_cls": 0.595882673561573, "decode.d3.loss_mask": 0.8476797640323639, "decode.d3.loss_dice": 1.0555753797292708, "decode.d4.loss_cls": 0.5629912480711937, "decode.d4.loss_mask": 0.8397189468145371, "decode.d4.loss_dice": 1.0548152774572372, "decode.d5.loss_cls": 0.561626273393631, "decode.d5.loss_mask": 0.8210512727499009, "decode.d5.loss_dice": 1.0544162958860397, "decode.d6.loss_cls": 0.5273525148630143, "decode.d6.loss_mask": 0.831754469871521, "decode.d6.loss_dice": 1.0428030282258987, "decode.d7.loss_cls": 0.5096932992339134, "decode.d7.loss_mask": 0.8296519458293915, "decode.d7.loss_dice": 1.0415709882974624, "decode.d8.loss_cls": 0.47984591871500015, "decode.d8.loss_mask": 0.8049058675765991, "decode.d8.loss_dice": 1.0402326196432115, "time": 0.5327300548553466, "memory": 7248, "step": 88750}
{"lr": 4.825323701224588e-06, "data_time": 0.00937182903289795, "grad_norm": 96.2764877319336, "loss": 24.25320110321045, "decode.loss_cls": 0.525104445964098, "decode.loss_mask": 0.6039745479822158, "decode.loss_dice": 0.9892276406288147, "decode.d0.loss_cls": 2.3734889149665834, "decode.d0.loss_mask": 0.6465896397829056, "decode.d0.loss_dice": 1.1723433971405028, "decode.d1.loss_cls": 0.6866194486618042, "decode.d1.loss_mask": 0.6364762663841248, "decode.d1.loss_dice": 1.0925437718629838, "decode.d2.loss_cls": 0.573919303715229, "decode.d2.loss_mask": 0.61948322057724, "decode.d2.loss_dice": 1.0729423642158509, "decode.d3.loss_cls": 0.6611101299524307, "decode.d3.loss_mask": 0.5966973781585694, "decode.d3.loss_dice": 1.0053896695375442, "decode.d4.loss_cls": 0.5748511634767055, "decode.d4.loss_mask": 0.6046025514602661, "decode.d4.loss_dice": 1.0300094470381738, "decode.d5.loss_cls": 0.5857635751366616, "decode.d5.loss_mask": 0.5974709630012512, "decode.d5.loss_dice": 1.0209857642650604, "decode.d6.loss_cls": 0.5604921229183674, "decode.d6.loss_mask": 0.6037571758031846, "decode.d6.loss_dice": 1.01171717941761, "decode.d7.loss_cls": 0.5835516922175884, "decode.d7.loss_mask": 0.5935794442892075, "decode.d7.loss_dice": 1.0327781170606614, "decode.d8.loss_cls": 0.5589600317180157, "decode.d8.loss_mask": 0.6064815521240234, "decode.d8.loss_dice": 1.0322902172803878, "time": 0.5576042175292969, "memory": 7305, "step": 88800}
{"lr": 4.822273881100975e-06, "data_time": 0.009440755844116211, "grad_norm": 85.44203681945801, "loss": 21.498396587371825, "decode.loss_cls": 0.4393952667713165, "decode.loss_mask": 0.5696273744106293, "decode.loss_dice": 0.9047781825065613, "decode.d0.loss_cls": 2.0289108753204346, "decode.d0.loss_mask": 0.6524185597896576, "decode.d0.loss_dice": 1.0623668015003205, "decode.d1.loss_cls": 0.6116538748145104, "decode.d1.loss_mask": 0.6133473753929138, "decode.d1.loss_dice": 0.9641938209533691, "decode.d2.loss_cls": 0.5393940180540084, "decode.d2.loss_mask": 0.5877812892198563, "decode.d2.loss_dice": 0.9621224105358124, "decode.d3.loss_cls": 0.4941489413380623, "decode.d3.loss_mask": 0.5787619680166245, "decode.d3.loss_dice": 0.9018944501876831, "decode.d4.loss_cls": 0.4747034445405006, "decode.d4.loss_mask": 0.5774391233921051, "decode.d4.loss_dice": 0.8904144436120986, "decode.d5.loss_cls": 0.4545163154602051, "decode.d5.loss_mask": 0.5639160126447678, "decode.d5.loss_dice": 0.8902630776166915, "decode.d6.loss_cls": 0.4370152488350868, "decode.d6.loss_mask": 0.5714750319719315, "decode.d6.loss_dice": 0.8952518671751022, "decode.d7.loss_cls": 0.44839568585157397, "decode.d7.loss_mask": 0.574815034866333, "decode.d7.loss_dice": 0.9151235431432724, "decode.d8.loss_cls": 0.4213468134403229, "decode.d8.loss_mask": 0.5721259415149689, "decode.d8.loss_dice": 0.9008008152246475, "time": 0.5319849014282226, "memory": 7245, "step": 88850}
{"lr": 4.819223846646539e-06, "data_time": 0.009693241119384766, "grad_norm": 98.56992454528809, "loss": 16.846749019622802, "decode.loss_cls": 0.3753752499818802, "decode.loss_mask": 0.4534681111574173, "decode.loss_dice": 0.6236179888248443, "decode.d0.loss_cls": 1.7591607451438904, "decode.d0.loss_mask": 0.5216125220060348, "decode.d0.loss_dice": 0.733860632777214, "decode.d1.loss_cls": 0.6088165462017059, "decode.d1.loss_mask": 0.4907932296395302, "decode.d1.loss_dice": 0.6737533837556839, "decode.d2.loss_cls": 0.4992158502340317, "decode.d2.loss_mask": 0.48101919889450073, "decode.d2.loss_dice": 0.6502434402704239, "decode.d3.loss_cls": 0.48440673425793646, "decode.d3.loss_mask": 0.4764817014336586, "decode.d3.loss_dice": 0.6131601959466935, "decode.d4.loss_cls": 0.46196477115154266, "decode.d4.loss_mask": 0.46163060516119003, "decode.d4.loss_dice": 0.6285263374447823, "decode.d5.loss_cls": 0.39950253814458847, "decode.d5.loss_mask": 0.443824565410614, "decode.d5.loss_dice": 0.6263441115617752, "decode.d6.loss_cls": 0.39011725038290024, "decode.d6.loss_mask": 0.4513821601867676, "decode.d6.loss_dice": 0.625043012201786, "decode.d7.loss_cls": 0.3770676411688328, "decode.d7.loss_mask": 0.4499414891004562, "decode.d7.loss_dice": 0.6251130431890488, "decode.d8.loss_cls": 0.3932756304740906, "decode.d8.loss_mask": 0.44819084405899046, "decode.d8.loss_dice": 0.6198395401239395, "time": 0.5313560009002686, "memory": 7227, "step": 88900}
{"lr": 4.81617359769548e-06, "data_time": 0.009403467178344727, "grad_norm": 85.68377952575683, "loss": 24.758226060867308, "decode.loss_cls": 0.520460007712245, "decode.loss_mask": 0.6363010749220848, "decode.loss_dice": 1.017529347538948, "decode.d0.loss_cls": 2.2400938987731935, "decode.d0.loss_mask": 0.714765390753746, "decode.d0.loss_dice": 1.1627463474869728, "decode.d1.loss_cls": 0.7405691012740135, "decode.d1.loss_mask": 0.6506313443183899, "decode.d1.loss_dice": 1.1423772171139717, "decode.d2.loss_cls": 0.6399055562913418, "decode.d2.loss_mask": 0.6587961584329605, "decode.d2.loss_dice": 1.1042531490325929, "decode.d3.loss_cls": 0.5881801672279835, "decode.d3.loss_mask": 0.6834519311785698, "decode.d3.loss_dice": 1.0741935700178147, "decode.d4.loss_cls": 0.59832798615098, "decode.d4.loss_mask": 0.6729358613491059, "decode.d4.loss_dice": 1.0579561412334442, "decode.d5.loss_cls": 0.5482268095016479, "decode.d5.loss_mask": 0.6482488453388214, "decode.d5.loss_dice": 1.0790460020303727, "decode.d6.loss_cls": 0.5179879441857338, "decode.d6.loss_mask": 0.6454422399401665, "decode.d6.loss_dice": 1.031656588613987, "decode.d7.loss_cls": 0.47685765773057937, "decode.d7.loss_mask": 0.6414304584264755, "decode.d7.loss_dice": 1.0786470107734203, "decode.d8.loss_cls": 0.4887074328958988, "decode.d8.loss_mask": 0.6509561464190483, "decode.d8.loss_dice": 1.0475454069674015, "time": 0.5621325492858886, "memory": 7274, "step": 88950}
{"lr": 4.813123134081754e-06, "data_time": 0.009261178970336913, "grad_norm": 94.59819793701172, "loss": 24.464703464508055, "decode.loss_cls": 0.6273165702819824, "decode.loss_mask": 0.6164025627076626, "decode.loss_dice": 0.9755638420581818, "decode.d0.loss_cls": 2.118945324420929, "decode.d0.loss_mask": 0.6368916690349579, "decode.d0.loss_dice": 1.1478788286447525, "decode.d1.loss_cls": 0.8238596722483635, "decode.d1.loss_mask": 0.6817219704389572, "decode.d1.loss_dice": 1.0803344041109084, "decode.d2.loss_cls": 0.7288543730974197, "decode.d2.loss_mask": 0.6294710762798786, "decode.d2.loss_dice": 1.021071156859398, "decode.d3.loss_cls": 0.6127900332212448, "decode.d3.loss_mask": 0.6066196739673615, "decode.d3.loss_dice": 0.9916186660528183, "decode.d4.loss_cls": 0.6775597549974919, "decode.d4.loss_mask": 0.5860992535948754, "decode.d4.loss_dice": 1.0048585563898087, "decode.d5.loss_cls": 0.6521535001695156, "decode.d5.loss_mask": 0.5884162411093712, "decode.d5.loss_dice": 0.9823084592819213, "decode.d6.loss_cls": 0.6260417498648166, "decode.d6.loss_mask": 0.5798274070024491, "decode.d6.loss_dice": 0.9963807255029679, "decode.d7.loss_cls": 0.6712359599769115, "decode.d7.loss_mask": 0.5832700051367283, "decode.d7.loss_dice": 0.991448524594307, "decode.d8.loss_cls": 0.6269365787506104, "decode.d8.loss_mask": 0.6156528189778327, "decode.d8.loss_dice": 0.9831753253936768, "time": 0.5924453735351562, "memory": 7213, "step": 89000}
{"lr": 4.81007245563906e-06, "data_time": 0.009351038932800293, "grad_norm": 94.7426326751709, "loss": 21.51100025177002, "decode.loss_cls": 0.5794038444757461, "decode.loss_mask": 0.566055515408516, "decode.loss_dice": 0.7548501521348954, "decode.d0.loss_cls": 2.101408135890961, "decode.d0.loss_mask": 0.6145511269569397, "decode.d0.loss_dice": 0.91093969643116, "decode.d1.loss_cls": 0.8082003772258759, "decode.d1.loss_mask": 0.586110332608223, "decode.d1.loss_dice": 0.84511698782444, "decode.d2.loss_cls": 0.681319734454155, "decode.d2.loss_mask": 0.5681247621774673, "decode.d2.loss_dice": 0.8341215908527374, "decode.d3.loss_cls": 0.6545059278607368, "decode.d3.loss_mask": 0.5535082995891571, "decode.d3.loss_dice": 0.7778119176626206, "decode.d4.loss_cls": 0.6356984972953796, "decode.d4.loss_mask": 0.5647167772054672, "decode.d4.loss_dice": 0.7694543242454529, "decode.d5.loss_cls": 0.6066656246781349, "decode.d5.loss_mask": 0.5518343806266784, "decode.d5.loss_dice": 0.8005205929279328, "decode.d6.loss_cls": 0.606765627861023, "decode.d6.loss_mask": 0.5475934475660325, "decode.d6.loss_dice": 0.7612413823604584, "decode.d7.loss_cls": 0.5741315595805645, "decode.d7.loss_mask": 0.5563266903162003, "decode.d7.loss_dice": 0.7843440800905228, "decode.d8.loss_cls": 0.5803091198205947, "decode.d8.loss_mask": 0.5590722501277924, "decode.d8.loss_dice": 0.7762961447238922, "time": 0.53627507686615, "memory": 7239, "step": 89050}
{"lr": 4.8070215622008645e-06, "data_time": 0.009462738037109375, "grad_norm": 79.03243484497071, "loss": 18.41977071762085, "decode.loss_cls": 0.414185444265604, "decode.loss_mask": 0.41091888546943667, "decode.loss_dice": 0.7976350635290146, "decode.d0.loss_cls": 1.915131688117981, "decode.d0.loss_mask": 0.46907214224338534, "decode.d0.loss_dice": 0.9429574817419052, "decode.d1.loss_cls": 0.6269966542720795, "decode.d1.loss_mask": 0.4376374095678329, "decode.d1.loss_dice": 0.8925544947385788, "decode.d2.loss_cls": 0.485962713509798, "decode.d2.loss_mask": 0.41386526823043823, "decode.d2.loss_dice": 0.8206518411636352, "decode.d3.loss_cls": 0.4414114706218243, "decode.d3.loss_mask": 0.4098017066717148, "decode.d3.loss_dice": 0.8071060329675674, "decode.d4.loss_cls": 0.40275479927659036, "decode.d4.loss_mask": 0.42965517938137054, "decode.d4.loss_dice": 0.8287836760282516, "decode.d5.loss_cls": 0.39828676357865334, "decode.d5.loss_mask": 0.4212774753570557, "decode.d5.loss_dice": 0.8163139522075653, "decode.d6.loss_cls": 0.4165982984006405, "decode.d6.loss_mask": 0.40720069110393525, "decode.d6.loss_dice": 0.7908700317144394, "decode.d7.loss_cls": 0.39621181711554526, "decode.d7.loss_mask": 0.4148156732320786, "decode.d7.loss_dice": 0.8017636388540268, "decode.d8.loss_cls": 0.3895034395158291, "decode.d8.loss_mask": 0.4270639568567276, "decode.d8.loss_dice": 0.7927825331687928, "time": 0.5313041925430297, "memory": 7195, "step": 89100}
{"lr": 4.803970453600374e-06, "data_time": 0.009811043739318848, "grad_norm": 92.10511474609375, "loss": 26.565989303588868, "decode.loss_cls": 0.5673653751611709, "decode.loss_mask": 0.6469420149922371, "decode.loss_dice": 1.1001641511917115, "decode.d0.loss_cls": 2.577510929107666, "decode.d0.loss_mask": 0.6988347783684731, "decode.d0.loss_dice": 1.291003906726837, "decode.d1.loss_cls": 0.8845557183027267, "decode.d1.loss_mask": 0.6454098761081696, "decode.d1.loss_dice": 1.1773197054862976, "decode.d2.loss_cls": 0.7372461214661599, "decode.d2.loss_mask": 0.6421755820512771, "decode.d2.loss_dice": 1.1900846064090729, "decode.d3.loss_cls": 0.7635763123631477, "decode.d3.loss_mask": 0.6463628038764, "decode.d3.loss_dice": 1.1357736229896545, "decode.d4.loss_cls": 0.690831309556961, "decode.d4.loss_mask": 0.6402171567082405, "decode.d4.loss_dice": 1.1421080619096755, "decode.d5.loss_cls": 0.622902899980545, "decode.d5.loss_mask": 0.6236004799604415, "decode.d5.loss_dice": 1.140457808971405, "decode.d6.loss_cls": 0.6263707026839256, "decode.d6.loss_mask": 0.6390660151839256, "decode.d6.loss_dice": 1.109773713350296, "decode.d7.loss_cls": 0.5715888753533364, "decode.d7.loss_mask": 0.6430287778377533, "decode.d7.loss_dice": 1.0915897607803344, "decode.d8.loss_cls": 0.5707856744527817, "decode.d8.loss_mask": 0.6444593876600265, "decode.d8.loss_dice": 1.1048839509487152, "time": 0.5589459180831909, "memory": 7264, "step": 89150}
{"lr": 4.800919129670559e-06, "data_time": 0.009858083724975587, "grad_norm": 87.69571495056152, "loss": 24.989540767669677, "decode.loss_cls": 0.655291922390461, "decode.loss_mask": 0.592036560177803, "decode.loss_dice": 0.9923529118299484, "decode.d0.loss_cls": 2.090360689163208, "decode.d0.loss_mask": 0.6781675517559052, "decode.d0.loss_dice": 1.218089047074318, "decode.d1.loss_cls": 0.8877657115459442, "decode.d1.loss_mask": 0.6165276929736138, "decode.d1.loss_dice": 1.1331567764282227, "decode.d2.loss_cls": 0.7715646371245384, "decode.d2.loss_mask": 0.5857044845819473, "decode.d2.loss_dice": 1.0352723360061646, "decode.d3.loss_cls": 0.7376200541853905, "decode.d3.loss_mask": 0.586738121509552, "decode.d3.loss_dice": 1.0191754639148711, "decode.d4.loss_cls": 0.6994688659906387, "decode.d4.loss_mask": 0.5908924400806427, "decode.d4.loss_dice": 1.0223549008369446, "decode.d5.loss_cls": 0.6712006986141205, "decode.d5.loss_mask": 0.5895617604255676, "decode.d5.loss_dice": 1.020450633764267, "decode.d6.loss_cls": 0.7021983742713929, "decode.d6.loss_mask": 0.5803888589143753, "decode.d6.loss_dice": 1.009057492017746, "decode.d7.loss_cls": 0.6755303353071213, "decode.d7.loss_mask": 0.5827348574995994, "decode.d7.loss_dice": 1.006178432703018, "decode.d8.loss_cls": 0.6422419026494026, "decode.d8.loss_mask": 0.578895115852356, "decode.d8.loss_dice": 1.0185611546039581, "time": 0.5356077671051025, "memory": 7274, "step": 89200}
{"lr": 4.797867590244141e-06, "data_time": 0.009321856498718261, "grad_norm": 89.54459838867187, "loss": 22.0290096282959, "decode.loss_cls": 0.3937328189611435, "decode.loss_mask": 0.5976962119340896, "decode.loss_dice": 0.9410855382680893, "decode.d0.loss_cls": 2.185472297668457, "decode.d0.loss_mask": 0.6697330623865128, "decode.d0.loss_dice": 1.1244848310947417, "decode.d1.loss_cls": 0.6603010810911656, "decode.d1.loss_mask": 0.6034647464752197, "decode.d1.loss_dice": 1.0200242459774018, "decode.d2.loss_cls": 0.5311619162559509, "decode.d2.loss_mask": 0.6106562465429306, "decode.d2.loss_dice": 0.966899061203003, "decode.d3.loss_cls": 0.4650598853826523, "decode.d3.loss_mask": 0.5948162019252777, "decode.d3.loss_dice": 0.9412117660045624, "decode.d4.loss_cls": 0.410943116992712, "decode.d4.loss_mask": 0.6066341668367385, "decode.d4.loss_dice": 0.9564411729574204, "decode.d5.loss_cls": 0.42532859966158865, "decode.d5.loss_mask": 0.5987334698438644, "decode.d5.loss_dice": 0.9555030733346939, "decode.d6.loss_cls": 0.40636070668697355, "decode.d6.loss_mask": 0.5957098305225372, "decode.d6.loss_dice": 0.9375255227088928, "decode.d7.loss_cls": 0.38849589303135873, "decode.d7.loss_mask": 0.5861537396907807, "decode.d7.loss_dice": 0.9393457442522049, "decode.d8.loss_cls": 0.38549583703279494, "decode.d8.loss_mask": 0.59199198782444, "decode.d8.loss_dice": 0.9385475516319275, "time": 0.5597885847091675, "memory": 7274, "step": 89250}
{"lr": 4.794815835153589e-06, "data_time": 0.009321784973144532, "grad_norm": 94.81281967163086, "loss": 22.612711048126222, "decode.loss_cls": 0.6136864885687828, "decode.loss_mask": 0.5830560147762298, "decode.loss_dice": 0.965249302983284, "decode.d0.loss_cls": 2.1321001172065737, "decode.d0.loss_mask": 0.6298645526170731, "decode.d0.loss_dice": 1.0726094484329223, "decode.d1.loss_cls": 0.5569679379463196, "decode.d1.loss_mask": 0.5783405363559723, "decode.d1.loss_dice": 0.9572093099355697, "decode.d2.loss_cls": 0.5663282170891761, "decode.d2.loss_mask": 0.5778640776872634, "decode.d2.loss_dice": 0.9625032424926758, "decode.d3.loss_cls": 0.5414898723363877, "decode.d3.loss_mask": 0.5733316600322723, "decode.d3.loss_dice": 0.950876560807228, "decode.d4.loss_cls": 0.5691158905625343, "decode.d4.loss_mask": 0.5497333645820618, "decode.d4.loss_dice": 0.9623453557491303, "decode.d5.loss_cls": 0.5159795731306076, "decode.d5.loss_mask": 0.5759690642356873, "decode.d5.loss_dice": 0.9323279619216919, "decode.d6.loss_cls": 0.5563556022942067, "decode.d6.loss_mask": 0.584337854385376, "decode.d6.loss_dice": 0.9468244343996048, "decode.d7.loss_cls": 0.536292216181755, "decode.d7.loss_mask": 0.5776512682437897, "decode.d7.loss_dice": 0.9438449412584304, "decode.d8.loss_cls": 0.5970195658504963, "decode.d8.loss_mask": 0.574828764796257, "decode.d8.loss_dice": 0.9286075562238694, "time": 0.5353151559829712, "memory": 7228, "step": 89300}
{"lr": 4.791763864231119e-06, "data_time": 0.009263849258422852, "grad_norm": 98.11446533203124, "loss": 24.013588666915894, "decode.loss_cls": 0.6415046386420726, "decode.loss_mask": 0.619842854142189, "decode.loss_dice": 0.8905327171087265, "decode.d0.loss_cls": 2.0632605075836183, "decode.d0.loss_mask": 0.7423391222953797, "decode.d0.loss_dice": 1.1110960751771928, "decode.d1.loss_cls": 0.8525722801685334, "decode.d1.loss_mask": 0.6399890452623367, "decode.d1.loss_dice": 0.9900831907987595, "decode.d2.loss_cls": 0.7592048823833466, "decode.d2.loss_mask": 0.6257921531796455, "decode.d2.loss_dice": 0.9360488936305046, "decode.d3.loss_cls": 0.6906388401985168, "decode.d3.loss_mask": 0.6277300521731377, "decode.d3.loss_dice": 0.9087099552154541, "decode.d4.loss_cls": 0.702053352445364, "decode.d4.loss_mask": 0.6289755463600158, "decode.d4.loss_dice": 0.9102709978818894, "decode.d5.loss_cls": 0.647651195526123, "decode.d5.loss_mask": 0.6114652127027511, "decode.d5.loss_dice": 0.9234489560127258, "decode.d6.loss_cls": 0.6664073906838894, "decode.d6.loss_mask": 0.6056440219283103, "decode.d6.loss_dice": 0.9091392919421196, "decode.d7.loss_cls": 0.6488787226378918, "decode.d7.loss_mask": 0.6072515547275543, "decode.d7.loss_dice": 0.9065696090459824, "decode.d8.loss_cls": 0.6399348616600037, "decode.d8.loss_mask": 0.6015396252274513, "decode.d8.loss_dice": 0.905012559890747, "time": 0.5327522993087769, "memory": 7234, "step": 89350}
{"lr": 4.788711677308705e-06, "data_time": 0.009278154373168946, "grad_norm": 82.00583572387696, "loss": 26.100162315368653, "decode.loss_cls": 0.5583668395876884, "decode.loss_mask": 0.6844957411289215, "decode.loss_dice": 1.0479578256607056, "decode.d0.loss_cls": 2.2771026849746705, "decode.d0.loss_mask": 0.7764679312705993, "decode.d0.loss_dice": 1.2472389847040177, "decode.d1.loss_cls": 0.9171700447797775, "decode.d1.loss_mask": 0.7243774056434631, "decode.d1.loss_dice": 1.1435726702213287, "decode.d2.loss_cls": 0.7675517365336418, "decode.d2.loss_mask": 0.6913215756416321, "decode.d2.loss_dice": 1.054319965839386, "decode.d3.loss_cls": 0.6857354819774628, "decode.d3.loss_mask": 0.6836647525429725, "decode.d3.loss_dice": 1.058438315987587, "decode.d4.loss_cls": 0.6658909916877747, "decode.d4.loss_mask": 0.6998288050293923, "decode.d4.loss_dice": 1.0437177002429963, "decode.d5.loss_cls": 0.6189236298203469, "decode.d5.loss_mask": 0.7028483748435974, "decode.d5.loss_dice": 1.0629615575075149, "decode.d6.loss_cls": 0.6402449123561382, "decode.d6.loss_mask": 0.6861942768096924, "decode.d6.loss_dice": 1.0336216568946839, "decode.d7.loss_cls": 0.5623518452048302, "decode.d7.loss_mask": 0.7050933092832565, "decode.d7.loss_dice": 1.0572925984859467, "decode.d8.loss_cls": 0.5814596116542816, "decode.d8.loss_mask": 0.6857549637556076, "decode.d8.loss_dice": 1.0361967533826828, "time": 0.5335772275924683, "memory": 7257, "step": 89400}
{"lr": 4.785659274218069e-06, "data_time": 0.009304356575012208, "grad_norm": 87.82958450317383, "loss": 22.808831214904785, "decode.loss_cls": 0.47066131234169006, "decode.loss_mask": 0.599359780550003, "decode.loss_dice": 0.9549248456954956, "decode.d0.loss_cls": 2.0070711970329285, "decode.d0.loss_mask": 0.6553030729293823, "decode.d0.loss_dice": 1.1766139149665833, "decode.d1.loss_cls": 0.6759623885154724, "decode.d1.loss_mask": 0.588126590847969, "decode.d1.loss_dice": 1.0073196172714234, "decode.d2.loss_cls": 0.5670442655682564, "decode.d2.loss_mask": 0.6135881900787353, "decode.d2.loss_dice": 0.9892275393009186, "decode.d3.loss_cls": 0.6037936493754387, "decode.d3.loss_mask": 0.6197213143110275, "decode.d3.loss_dice": 0.9643007338047027, "decode.d4.loss_cls": 0.5407338947057724, "decode.d4.loss_mask": 0.6069987028837204, "decode.d4.loss_dice": 0.9897180020809173, "decode.d5.loss_cls": 0.46022569835186006, "decode.d5.loss_mask": 0.6132912129163742, "decode.d5.loss_dice": 0.9943296670913696, "decode.d6.loss_cls": 0.44891393929719925, "decode.d6.loss_mask": 0.606479611992836, "decode.d6.loss_dice": 0.9810396730899811, "decode.d7.loss_cls": 0.4209310919046402, "decode.d7.loss_mask": 0.5965413391590119, "decode.d7.loss_dice": 0.9851844668388366, "decode.d8.loss_cls": 0.491483137011528, "decode.d8.loss_mask": 0.6032747730612755, "decode.d8.loss_dice": 0.976667833328247, "time": 0.5361284971237182, "memory": 7195, "step": 89450}
{"lr": 4.782606654790689e-06, "data_time": 0.009259653091430665, "grad_norm": 85.95586242675782, "loss": 19.78702006340027, "decode.loss_cls": 0.5136789169162512, "decode.loss_mask": 0.5525894165039062, "decode.loss_dice": 0.6704859122633934, "decode.d0.loss_cls": 1.9618219494819642, "decode.d0.loss_mask": 0.6292111575603485, "decode.d0.loss_dice": 0.8047652065753936, "decode.d1.loss_cls": 0.6908656366169452, "decode.d1.loss_mask": 0.6009625598788262, "decode.d1.loss_dice": 0.7577615439891815, "decode.d2.loss_cls": 0.702536578476429, "decode.d2.loss_mask": 0.5729900941252708, "decode.d2.loss_dice": 0.7085550293326378, "decode.d3.loss_cls": 0.5917064424604177, "decode.d3.loss_mask": 0.5624452263116837, "decode.d3.loss_dice": 0.6958448588848114, "decode.d4.loss_cls": 0.4927588727325201, "decode.d4.loss_mask": 0.5583279177546501, "decode.d4.loss_dice": 0.706254543364048, "decode.d5.loss_cls": 0.5639404330402613, "decode.d5.loss_mask": 0.5462553605437279, "decode.d5.loss_dice": 0.6784108027815818, "decode.d6.loss_cls": 0.526992454379797, "decode.d6.loss_mask": 0.5531260713934898, "decode.d6.loss_dice": 0.684288989007473, "decode.d7.loss_cls": 0.49765759781003, "decode.d7.loss_mask": 0.5522137835621834, "decode.d7.loss_dice": 0.6719359494745731, "decode.d8.loss_cls": 0.5041287645697594, "decode.d8.loss_mask": 0.5535761803388596, "decode.d8.loss_dice": 0.680932117253542, "time": 0.5341051578521728, "memory": 7233, "step": 89500}
{"lr": 4.7795538188577775e-06, "data_time": 0.00923140048980713, "grad_norm": 84.7325595855713, "loss": 25.354638862609864, "decode.loss_cls": 0.6247372791171074, "decode.loss_mask": 0.6446389347314835, "decode.loss_dice": 0.9881357729434967, "decode.d0.loss_cls": 2.3660760045051576, "decode.d0.loss_mask": 0.7761615604162216, "decode.d0.loss_dice": 1.1587580800056458, "decode.d1.loss_cls": 0.7763167202472687, "decode.d1.loss_mask": 0.7228372782468796, "decode.d1.loss_dice": 1.089300137758255, "decode.d2.loss_cls": 0.7154910117387772, "decode.d2.loss_mask": 0.6739932060241699, "decode.d2.loss_dice": 1.0413813054561616, "decode.d3.loss_cls": 0.6915045186877251, "decode.d3.loss_mask": 0.6609498202800751, "decode.d3.loss_dice": 1.0083723783493042, "decode.d4.loss_cls": 0.6445449531078339, "decode.d4.loss_mask": 0.6569903314113616, "decode.d4.loss_dice": 0.9920537292957305, "decode.d5.loss_cls": 0.6785705879330635, "decode.d5.loss_mask": 0.6302790552377701, "decode.d5.loss_dice": 0.9959865748882294, "decode.d6.loss_cls": 0.6502974212169648, "decode.d6.loss_mask": 0.6203516006469727, "decode.d6.loss_dice": 0.9899548768997193, "decode.d7.loss_cls": 0.631002102792263, "decode.d7.loss_mask": 0.6422410398721695, "decode.d7.loss_dice": 0.9984033823013305, "decode.d8.loss_cls": 0.648639814555645, "decode.d8.loss_mask": 0.6422175973653793, "decode.d8.loss_dice": 0.9944510579109191, "time": 0.5607049942016602, "memory": 7236, "step": 89550}
{"lr": 4.776500766250308e-06, "data_time": 0.009341955184936523, "grad_norm": 83.66669502258301, "loss": 25.016002082824706, "decode.loss_cls": 0.7262259989976882, "decode.loss_mask": 0.5909390732645988, "decode.loss_dice": 0.9249705910682678, "decode.d0.loss_cls": 2.450624430179596, "decode.d0.loss_mask": 0.607330609858036, "decode.d0.loss_dice": 1.0698665618896483, "decode.d1.loss_cls": 0.941115728020668, "decode.d1.loss_mask": 0.5887058898806572, "decode.d1.loss_dice": 1.032058271765709, "decode.d2.loss_cls": 0.7938395053148269, "decode.d2.loss_mask": 0.5983038485050202, "decode.d2.loss_dice": 0.9404071271419525, "decode.d3.loss_cls": 0.8554475158452988, "decode.d3.loss_mask": 0.559249347448349, "decode.d3.loss_dice": 0.9423539713025093, "decode.d4.loss_cls": 0.8828072547912598, "decode.d4.loss_mask": 0.5485808596014976, "decode.d4.loss_dice": 0.9221620187163353, "decode.d5.loss_cls": 0.8397401869297028, "decode.d5.loss_mask": 0.5525041118264198, "decode.d5.loss_dice": 0.9173385769128799, "decode.d6.loss_cls": 0.7897789552807808, "decode.d6.loss_mask": 0.5315161049365997, "decode.d6.loss_dice": 0.9103653147816658, "decode.d7.loss_cls": 0.728259339928627, "decode.d7.loss_mask": 0.5700690135359764, "decode.d7.loss_dice": 0.9337046504020691, "decode.d8.loss_cls": 0.7329735144972801, "decode.d8.loss_mask": 0.5853756383061409, "decode.d8.loss_dice": 0.949387612938881, "time": 0.5348264217376709, "memory": 7246, "step": 89600}
{"lr": 4.773447496798997e-06, "data_time": 0.009360480308532714, "grad_norm": 95.22363739013672, "loss": 29.89686212539673, "decode.loss_cls": 0.650020444393158, "decode.loss_mask": 0.8711794197559357, "decode.loss_dice": 1.2149885654449464, "decode.d0.loss_cls": 2.3561437845230104, "decode.d0.loss_mask": 0.9718704402446747, "decode.d0.loss_dice": 1.3770395904779433, "decode.d1.loss_cls": 0.9101369827985764, "decode.d1.loss_mask": 0.8702053099870681, "decode.d1.loss_dice": 1.2591089606285095, "decode.d2.loss_cls": 0.7954134672880173, "decode.d2.loss_mask": 0.8633003234863281, "decode.d2.loss_dice": 1.2217008292675018, "decode.d3.loss_cls": 0.7414131417870522, "decode.d3.loss_mask": 0.8731725990772248, "decode.d3.loss_dice": 1.1770009338855743, "decode.d4.loss_cls": 0.7105883792042732, "decode.d4.loss_mask": 0.87193463742733, "decode.d4.loss_dice": 1.1699228793382646, "decode.d5.loss_cls": 0.6805506378412247, "decode.d5.loss_mask": 0.8730568170547486, "decode.d5.loss_dice": 1.1969594210386276, "decode.d6.loss_cls": 0.6886495351791382, "decode.d6.loss_mask": 0.8831337958574295, "decode.d6.loss_dice": 1.1968664944171905, "decode.d7.loss_cls": 0.6468458861112595, "decode.d7.loss_mask": 0.887971818447113, "decode.d7.loss_dice": 1.2071621507406234, "decode.d8.loss_cls": 0.6490366280078887, "decode.d8.loss_mask": 0.8758937120437622, "decode.d8.loss_dice": 1.2055931329727172, "time": 0.5355449676513672, "memory": 7274, "step": 89650}
{"lr": 4.770394010334308e-06, "data_time": 0.009516000747680664, "grad_norm": 86.94503555297851, "loss": 25.85088186264038, "decode.loss_cls": 0.5206156574189663, "decode.loss_mask": 0.7505677700042724, "decode.loss_dice": 1.037053370475769, "decode.d0.loss_cls": 2.01414178609848, "decode.d0.loss_mask": 0.8696520268917084, "decode.d0.loss_dice": 1.2466272950172423, "decode.d1.loss_cls": 0.829475824534893, "decode.d1.loss_mask": 0.763054609298706, "decode.d1.loss_dice": 1.1522890508174897, "decode.d2.loss_cls": 0.6706243112683297, "decode.d2.loss_mask": 0.7534615457057953, "decode.d2.loss_dice": 1.0804553985595704, "decode.d3.loss_cls": 0.5716108232736588, "decode.d3.loss_mask": 0.7876633107662201, "decode.d3.loss_dice": 1.0509512007236481, "decode.d4.loss_cls": 0.5436682656407357, "decode.d4.loss_mask": 0.7946009188890457, "decode.d4.loss_dice": 1.0449184149503707, "decode.d5.loss_cls": 0.5151848122477531, "decode.d5.loss_mask": 0.7917467832565308, "decode.d5.loss_dice": 1.0783084362745285, "decode.d6.loss_cls": 0.5229514293372631, "decode.d6.loss_mask": 0.7720818489789962, "decode.d6.loss_dice": 1.043893998861313, "decode.d7.loss_cls": 0.5516730308532715, "decode.d7.loss_mask": 0.7629072099924088, "decode.d7.loss_dice": 1.0106738924980163, "decode.d8.loss_cls": 0.503122465312481, "decode.d8.loss_mask": 0.7659712463617325, "decode.d8.loss_dice": 1.0509353935718537, "time": 0.559634518623352, "memory": 7280, "step": 89700}
{"lr": 4.767340306686455e-06, "data_time": 0.009206128120422364, "grad_norm": 91.62271385192871, "loss": 25.531248760223388, "decode.loss_cls": 0.6066480994224548, "decode.loss_mask": 0.7860776513814927, "decode.loss_dice": 0.9592067182064057, "decode.d0.loss_cls": 2.0484156966209413, "decode.d0.loss_mask": 0.8457400143146515, "decode.d0.loss_dice": 1.0854148522019387, "decode.d1.loss_cls": 0.7931090950965881, "decode.d1.loss_mask": 0.7718732297420502, "decode.d1.loss_dice": 1.016438291966915, "decode.d2.loss_cls": 0.7061559595167637, "decode.d2.loss_mask": 0.7680938556790352, "decode.d2.loss_dice": 0.9847183018922806, "decode.d3.loss_cls": 0.6391189336776734, "decode.d3.loss_mask": 0.7893703162670136, "decode.d3.loss_dice": 0.9754204362630844, "decode.d4.loss_cls": 0.5953037820756435, "decode.d4.loss_mask": 0.7984680026769638, "decode.d4.loss_dice": 0.979955592751503, "decode.d5.loss_cls": 0.6076288025826215, "decode.d5.loss_mask": 0.7914778351783752, "decode.d5.loss_dice": 0.9520215451717376, "decode.d6.loss_cls": 0.603021078184247, "decode.d6.loss_mask": 0.7744100138545036, "decode.d6.loss_dice": 0.9447018951177597, "decode.d7.loss_cls": 0.6406349148601294, "decode.d7.loss_mask": 0.7816195815801621, "decode.d7.loss_dice": 0.9252498626708985, "decode.d8.loss_cls": 0.5950750350952149, "decode.d8.loss_mask": 0.7954708501696587, "decode.d8.loss_dice": 0.9704089820384979, "time": 0.5340543508529663, "memory": 7187, "step": 89750}
{"lr": 4.764286385685392e-06, "data_time": 0.009369993209838867, "grad_norm": 97.71665878295899, "loss": 24.076786231994628, "decode.loss_cls": 0.37327189147472384, "decode.loss_mask": 0.7596430093050003, "decode.loss_dice": 1.028437203168869, "decode.d0.loss_cls": 2.0360655307769777, "decode.d0.loss_mask": 0.8491006702184677, "decode.d0.loss_dice": 1.225620448589325, "decode.d1.loss_cls": 0.6939963877201081, "decode.d1.loss_mask": 0.8122487768530846, "decode.d1.loss_dice": 1.0753398686647415, "decode.d2.loss_cls": 0.48653052300214766, "decode.d2.loss_mask": 0.7744223907589912, "decode.d2.loss_dice": 1.0388708502054214, "decode.d3.loss_cls": 0.41274047940969466, "decode.d3.loss_mask": 0.7545338466763496, "decode.d3.loss_dice": 1.0019713789224625, "decode.d4.loss_cls": 0.36099509373307226, "decode.d4.loss_mask": 0.7736364409327507, "decode.d4.loss_dice": 1.0192370027303697, "decode.d5.loss_cls": 0.3488385520875454, "decode.d5.loss_mask": 0.7698948681354523, "decode.d5.loss_dice": 1.023153182864189, "decode.d6.loss_cls": 0.34972254782915113, "decode.d6.loss_mask": 0.7795606955885888, "decode.d6.loss_dice": 1.0349678575992585, "decode.d7.loss_cls": 0.3255907244980335, "decode.d7.loss_mask": 0.7683732092380524, "decode.d7.loss_dice": 1.0428912162780761, "decode.d8.loss_cls": 0.36537559479475024, "decode.d8.loss_mask": 0.7650611802935601, "decode.d8.loss_dice": 1.0266950845718383, "time": 0.5619165182113648, "memory": 7195, "step": 89800}
{"lr": 4.761232247160824e-06, "data_time": 0.009473705291748047, "grad_norm": 86.26212577819824, "loss": 30.70653419494629, "decode.loss_cls": 0.6721133880317212, "decode.loss_mask": 0.7674440860748291, "decode.loss_dice": 1.3073972702026366, "decode.d0.loss_cls": 2.309453821182251, "decode.d0.loss_mask": 0.8737089216709137, "decode.d0.loss_dice": 1.5154494673013688, "decode.d1.loss_cls": 0.9696486458182335, "decode.d1.loss_mask": 0.8253365337848664, "decode.d1.loss_dice": 1.4162236452102661, "decode.d2.loss_cls": 0.8191960111260415, "decode.d2.loss_mask": 0.7826890915632247, "decode.d2.loss_dice": 1.3613902032375336, "decode.d3.loss_cls": 0.9132639601826668, "decode.d3.loss_mask": 0.7723298519849777, "decode.d3.loss_dice": 1.2930114984512329, "decode.d4.loss_cls": 0.8531027048826217, "decode.d4.loss_mask": 0.7695483028888702, "decode.d4.loss_dice": 1.302284300327301, "decode.d5.loss_cls": 0.7360487207770348, "decode.d5.loss_mask": 0.77401222884655, "decode.d5.loss_dice": 1.2995518684387206, "decode.d6.loss_cls": 0.7299308955669404, "decode.d6.loss_mask": 0.7725750714540481, "decode.d6.loss_dice": 1.305843213200569, "decode.d7.loss_cls": 0.7148116961121559, "decode.d7.loss_mask": 0.7682841300964356, "decode.d7.loss_dice": 1.3264179915189742, "decode.d8.loss_cls": 0.6665755152702332, "decode.d8.loss_mask": 0.7787798345088959, "decode.d8.loss_dice": 1.3101104289293288, "time": 0.5648603677749634, "memory": 7253, "step": 89850}
{"lr": 4.758177890942192e-06, "data_time": 0.008923649787902832, "grad_norm": 100.70707626342774, "loss": 22.533055210113524, "decode.loss_cls": 0.43055945038795473, "decode.loss_mask": 0.6165485948324203, "decode.loss_dice": 0.9635840862989425, "decode.d0.loss_cls": 2.1272658467292787, "decode.d0.loss_mask": 0.6493355125188828, "decode.d0.loss_dice": 1.1664328008890152, "decode.d1.loss_cls": 0.5894510895013809, "decode.d1.loss_mask": 0.6477067172527313, "decode.d1.loss_dice": 1.0343459963798523, "decode.d2.loss_cls": 0.5158683672547341, "decode.d2.loss_mask": 0.6297244101762771, "decode.d2.loss_dice": 1.0066388547420502, "decode.d3.loss_cls": 0.5178195849061012, "decode.d3.loss_mask": 0.6046613216400146, "decode.d3.loss_dice": 0.9683768779039383, "decode.d4.loss_cls": 0.45368548557162286, "decode.d4.loss_mask": 0.6078958660364151, "decode.d4.loss_dice": 0.9916304409503937, "decode.d5.loss_cls": 0.4109459832310677, "decode.d5.loss_mask": 0.6043017566204071, "decode.d5.loss_dice": 0.9763244032859802, "decode.d6.loss_cls": 0.40271303951740267, "decode.d6.loss_mask": 0.6049797087907791, "decode.d6.loss_dice": 0.9784651637077332, "decode.d7.loss_cls": 0.43677239269018175, "decode.d7.loss_mask": 0.6174689769744873, "decode.d7.loss_dice": 0.970472851395607, "decode.d8.loss_cls": 0.4248453013598919, "decode.d8.loss_mask": 0.6119151294231415, "decode.d8.loss_dice": 0.9723197966814041, "time": 0.5348238706588745, "memory": 7319, "step": 89900}
{"lr": 4.755123316858694e-06, "data_time": 0.009375452995300293, "grad_norm": 78.66313018798829, "loss": 23.134977197647096, "decode.loss_cls": 0.3437929735518992, "decode.loss_mask": 0.6402575880289078, "decode.loss_dice": 1.078611534833908, "decode.d0.loss_cls": 1.8830472707748414, "decode.d0.loss_mask": 0.6657826662063598, "decode.d0.loss_dice": 1.207196021080017, "decode.d1.loss_cls": 0.6767694480717182, "decode.d1.loss_mask": 0.6476859718561172, "decode.d1.loss_dice": 1.1080866575241088, "decode.d2.loss_cls": 0.5035773783922195, "decode.d2.loss_mask": 0.6332859486341477, "decode.d2.loss_dice": 1.1363837525248528, "decode.d3.loss_cls": 0.43978512156754734, "decode.d3.loss_mask": 0.6322921305894852, "decode.d3.loss_dice": 1.0479683309793473, "decode.d4.loss_cls": 0.41470849644392727, "decode.d4.loss_mask": 0.6392969369888306, "decode.d4.loss_dice": 1.0713079810142516, "decode.d5.loss_cls": 0.414992356300354, "decode.d5.loss_mask": 0.6311204344034195, "decode.d5.loss_dice": 1.0810286849737167, "decode.d6.loss_cls": 0.375849543325603, "decode.d6.loss_mask": 0.6366817057132721, "decode.d6.loss_dice": 1.070195622742176, "decode.d7.loss_cls": 0.3572140638716519, "decode.d7.loss_mask": 0.6318971008062363, "decode.d7.loss_dice": 1.0560849964618684, "decode.d8.loss_cls": 0.4018851060420275, "decode.d8.loss_mask": 0.6347919851541519, "decode.d8.loss_dice": 1.0733994945883751, "time": 0.5341669321060181, "memory": 7186, "step": 89950}
{"lr": 4.75206852473927e-06, "data_time": 0.009311413764953614, "grad_norm": 94.41410255432129, "loss": 22.473268699645995, "decode.loss_cls": 0.516766220331192, "decode.loss_mask": 0.5584802836179733, "decode.loss_dice": 0.9268277138471603, "decode.d0.loss_cls": 2.1367507100105287, "decode.d0.loss_mask": 0.6152805626392365, "decode.d0.loss_dice": 1.118877249956131, "decode.d1.loss_cls": 0.7706424087285996, "decode.d1.loss_mask": 0.5658788472414017, "decode.d1.loss_dice": 0.9591842740774155, "decode.d2.loss_cls": 0.6207174129784108, "decode.d2.loss_mask": 0.5918210178613663, "decode.d2.loss_dice": 0.9489337652921677, "decode.d3.loss_cls": 0.532214118540287, "decode.d3.loss_mask": 0.5796933323144913, "decode.d3.loss_dice": 0.9835092514753342, "decode.d4.loss_cls": 0.5620141334831714, "decode.d4.loss_mask": 0.5722694665193557, "decode.d4.loss_dice": 0.9411224752664566, "decode.d5.loss_cls": 0.5308520168066024, "decode.d5.loss_mask": 0.5673122972249984, "decode.d5.loss_dice": 0.9258291691541671, "decode.d6.loss_cls": 0.4489863976836205, "decode.d6.loss_mask": 0.5672981888055801, "decode.d6.loss_dice": 0.9300139456987381, "decode.d7.loss_cls": 0.5092312693595886, "decode.d7.loss_mask": 0.5674575984477996, "decode.d7.loss_dice": 0.9569215029478073, "decode.d8.loss_cls": 0.44321347326040267, "decode.d8.loss_mask": 0.5682019472122193, "decode.d8.loss_dice": 0.9569670349359513, "time": 0.5324558734893798, "memory": 7245, "step": 90000}
{"aAcc": 83.8, "mIoU": 51.38, "mAcc": 66.02, "data_time": 0.001912550147311146, "time": 0.1840656801048978, "step": 90000}
{"lr": 4.7490135144125934e-06, "data_time": 0.009705948829650878, "grad_norm": 81.18600845336914, "loss": 23.976940631866455, "decode.loss_cls": 0.5824311375617981, "decode.loss_mask": 0.5918258279561996, "decode.loss_dice": 0.9339686870574951, "decode.d0.loss_cls": 2.2140419602394106, "decode.d0.loss_mask": 0.7135682582855225, "decode.d0.loss_dice": 1.1212595403194427, "decode.d1.loss_cls": 0.8134863764047623, "decode.d1.loss_mask": 0.6699508458375931, "decode.d1.loss_dice": 1.027772271633148, "decode.d2.loss_cls": 0.792833399772644, "decode.d2.loss_mask": 0.6387252599000931, "decode.d2.loss_dice": 0.9421088069677352, "decode.d3.loss_cls": 0.6462699174880981, "decode.d3.loss_mask": 0.6230595618486404, "decode.d3.loss_dice": 0.9515824913978577, "decode.d4.loss_cls": 0.6443019419908523, "decode.d4.loss_mask": 0.6210538625717164, "decode.d4.loss_dice": 0.94940155595541, "decode.d5.loss_cls": 0.5928925156593323, "decode.d5.loss_mask": 0.6134459435939789, "decode.d5.loss_dice": 0.9207447543740273, "decode.d6.loss_cls": 0.6013724714517593, "decode.d6.loss_mask": 0.6002068817615509, "decode.d6.loss_dice": 0.9316374719142914, "decode.d7.loss_cls": 0.5800692677497864, "decode.d7.loss_mask": 0.5969932019710541, "decode.d7.loss_dice": 0.9297260597348214, "decode.d8.loss_cls": 0.6005622252821923, "decode.d8.loss_mask": 0.5961686223745346, "decode.d8.loss_dice": 0.9354788392782212, "time": 0.533239197731018, "memory": 7256, "step": 90050}
{"lr": 4.745958285707095e-06, "data_time": 0.00980532169342041, "grad_norm": 87.23492317199707, "loss": 23.450733852386474, "decode.loss_cls": 0.4372733198106289, "decode.loss_mask": 0.6424885213375091, "decode.loss_dice": 0.9620184227824211, "decode.d0.loss_cls": 2.190938413143158, "decode.d0.loss_mask": 0.7129428684711456, "decode.d0.loss_dice": 1.111592298746109, "decode.d1.loss_cls": 0.7721462920308113, "decode.d1.loss_mask": 0.6794737786054611, "decode.d1.loss_dice": 1.0000832065939904, "decode.d2.loss_cls": 0.564202581346035, "decode.d2.loss_mask": 0.6767501980066299, "decode.d2.loss_dice": 1.002692809700966, "decode.d3.loss_cls": 0.5387270763516426, "decode.d3.loss_mask": 0.6576467096805573, "decode.d3.loss_dice": 0.9760452747344971, "decode.d4.loss_cls": 0.5117815211415291, "decode.d4.loss_mask": 0.6617405235767364, "decode.d4.loss_dice": 0.9882104903459549, "decode.d5.loss_cls": 0.5177718870341778, "decode.d5.loss_mask": 0.6548101663589477, "decode.d5.loss_dice": 0.9779891818761826, "decode.d6.loss_cls": 0.4711719512939453, "decode.d6.loss_mask": 0.6433939397335052, "decode.d6.loss_dice": 0.9803072690963746, "decode.d7.loss_cls": 0.43752390071749686, "decode.d7.loss_mask": 0.6454207763075829, "decode.d7.loss_dice": 0.9842197522521019, "decode.d8.loss_cls": 0.43213812038302424, "decode.d8.loss_mask": 0.6427870735526084, "decode.d8.loss_dice": 0.9764457687735557, "time": 0.5353069067001343, "memory": 7196, "step": 90100}
{"lr": 4.742902838450931e-06, "data_time": 0.009842205047607421, "grad_norm": 99.67971343994141, "loss": 22.016116237640382, "decode.loss_cls": 0.4787301763892174, "decode.loss_mask": 0.5326094329357147, "decode.loss_dice": 0.9483661651611328, "decode.d0.loss_cls": 1.778701162338257, "decode.d0.loss_mask": 0.575039929151535, "decode.d0.loss_dice": 1.102612519264221, "decode.d1.loss_cls": 0.634927399456501, "decode.d1.loss_mask": 0.54780353307724, "decode.d1.loss_dice": 1.0372403860092163, "decode.d2.loss_cls": 0.5663016468286515, "decode.d2.loss_mask": 0.5416523009538651, "decode.d2.loss_dice": 1.0232273310422897, "decode.d3.loss_cls": 0.5686103761196136, "decode.d3.loss_mask": 0.5428621619939804, "decode.d3.loss_dice": 0.988805627822876, "decode.d4.loss_cls": 0.56647689640522, "decode.d4.loss_mask": 0.5382315903902054, "decode.d4.loss_dice": 0.9724030554294586, "decode.d5.loss_cls": 0.5232728645205498, "decode.d5.loss_mask": 0.5412903115153312, "decode.d5.loss_dice": 0.9655768483877182, "decode.d6.loss_cls": 0.5222767308354378, "decode.d6.loss_mask": 0.5361431673169136, "decode.d6.loss_dice": 0.9487870663404465, "decode.d7.loss_cls": 0.5248746603727341, "decode.d7.loss_mask": 0.537179034948349, "decode.d7.loss_dice": 0.9513659298419952, "decode.d8.loss_cls": 0.5131667509675026, "decode.d8.loss_mask": 0.5373926550149918, "decode.d8.loss_dice": 0.9701876789331436, "time": 0.5368243932724, "memory": 7254, "step": 90150}
{"lr": 4.7398471724720145e-06, "data_time": 0.009643030166625977, "grad_norm": 85.54937057495117, "loss": 21.046275329589843, "decode.loss_cls": 0.40859346836805344, "decode.loss_mask": 0.4932043761014938, "decode.loss_dice": 0.969151771068573, "decode.d0.loss_cls": 1.9839982748031617, "decode.d0.loss_mask": 0.5491798669099808, "decode.d0.loss_dice": 1.0928733825683594, "decode.d1.loss_cls": 0.6277032107114792, "decode.d1.loss_mask": 0.5437785431742668, "decode.d1.loss_dice": 1.082011342048645, "decode.d2.loss_cls": 0.5208322435617447, "decode.d2.loss_mask": 0.5092829257249832, "decode.d2.loss_dice": 1.0059931755065918, "decode.d3.loss_cls": 0.4207008793950081, "decode.d3.loss_mask": 0.49756202697753904, "decode.d3.loss_dice": 0.9937267482280732, "decode.d4.loss_cls": 0.45117567032575606, "decode.d4.loss_mask": 0.49367566406726837, "decode.d4.loss_dice": 0.97499378323555, "decode.d5.loss_cls": 0.3938681334257126, "decode.d5.loss_mask": 0.4875474438071251, "decode.d5.loss_dice": 0.9653060078620911, "decode.d6.loss_cls": 0.43197931349277496, "decode.d6.loss_mask": 0.4878401905298233, "decode.d6.loss_dice": 0.9608540236949921, "decode.d7.loss_cls": 0.3766655996441841, "decode.d7.loss_mask": 0.4899720847606659, "decode.d7.loss_dice": 0.9570051550865173, "decode.d8.loss_cls": 0.40587477535009386, "decode.d8.loss_mask": 0.4899992048740387, "decode.d8.loss_dice": 0.9809256315231323, "time": 0.5341558218002319, "memory": 7253, "step": 90200}
{"lr": 4.736791287597986e-06, "data_time": 0.00991361141204834, "grad_norm": 79.43054542541503, "loss": 23.76488628387451, "decode.loss_cls": 0.46337231397628786, "decode.loss_mask": 0.6037625551223755, "decode.loss_dice": 1.0437764137983323, "decode.d0.loss_cls": 2.073464810848236, "decode.d0.loss_mask": 0.6827119410037994, "decode.d0.loss_dice": 1.193952250480652, "decode.d1.loss_cls": 0.6418040484189987, "decode.d1.loss_mask": 0.6470461308956146, "decode.d1.loss_dice": 1.1374225199222565, "decode.d2.loss_cls": 0.5826199740171433, "decode.d2.loss_mask": 0.6406717449426651, "decode.d2.loss_dice": 1.0865082025527955, "decode.d3.loss_cls": 0.5769525095820427, "decode.d3.loss_mask": 0.6220548123121261, "decode.d3.loss_dice": 1.0271103113889695, "decode.d4.loss_cls": 0.49407216608524324, "decode.d4.loss_mask": 0.6315189391374588, "decode.d4.loss_dice": 1.0605075895786285, "decode.d5.loss_cls": 0.48113131523132324, "decode.d5.loss_mask": 0.6106553584337234, "decode.d5.loss_dice": 1.041581255197525, "decode.d6.loss_cls": 0.49706962406635286, "decode.d6.loss_mask": 0.5968299031257629, "decode.d6.loss_dice": 1.028617462515831, "decode.d7.loss_cls": 0.5126408234238624, "decode.d7.loss_mask": 0.5913943141698838, "decode.d7.loss_dice": 1.0246940553188324, "decode.d8.loss_cls": 0.5297118812799454, "decode.d8.loss_mask": 0.5984846234321595, "decode.d8.loss_dice": 1.0427453726530076, "time": 0.5338338375091553, "memory": 7277, "step": 90250}
{"lr": 4.73373518365624e-06, "data_time": 0.009829235076904298, "grad_norm": 100.49792556762695, "loss": 25.320868301391602, "decode.loss_cls": 0.584485937654972, "decode.loss_mask": 0.8081125259399414, "decode.loss_dice": 0.958497765660286, "decode.d0.loss_cls": 1.866292369365692, "decode.d0.loss_mask": 0.9347321212291717, "decode.d0.loss_dice": 1.0903352946043015, "decode.d1.loss_cls": 0.6540191933512688, "decode.d1.loss_mask": 0.8362092494964599, "decode.d1.loss_dice": 1.023291325569153, "decode.d2.loss_cls": 0.5656993255019188, "decode.d2.loss_mask": 0.8040528714656829, "decode.d2.loss_dice": 0.9798431515693664, "decode.d3.loss_cls": 0.6117704063653946, "decode.d3.loss_mask": 0.8006558656692505, "decode.d3.loss_dice": 0.9675323992967606, "decode.d4.loss_cls": 0.6012749552726746, "decode.d4.loss_mask": 0.8092324018478394, "decode.d4.loss_dice": 0.9563134789466858, "decode.d5.loss_cls": 0.5898541003465653, "decode.d5.loss_mask": 0.809602427482605, "decode.d5.loss_dice": 0.9653320491313935, "decode.d6.loss_cls": 0.6184050679206848, "decode.d6.loss_mask": 0.8101033508777619, "decode.d6.loss_dice": 0.9538457661867141, "decode.d7.loss_cls": 0.606150372326374, "decode.d7.loss_mask": 0.8037939310073853, "decode.d7.loss_dice": 0.9456017315387726, "decode.d8.loss_cls": 0.5741669267416001, "decode.d8.loss_mask": 0.8175503373146057, "decode.d8.loss_dice": 0.9741099953651429, "time": 0.5593587636947632, "memory": 7245, "step": 90300}
{"lr": 4.730678860473905e-06, "data_time": 0.009706807136535645, "grad_norm": 97.30951271057128, "loss": 27.605246448516844, "decode.loss_cls": 0.8314947471022606, "decode.loss_mask": 0.5432240158319473, "decode.loss_dice": 1.156203430891037, "decode.d0.loss_cls": 2.309865045547485, "decode.d0.loss_mask": 0.6345675021409989, "decode.d0.loss_dice": 1.3334960520267487, "decode.d1.loss_cls": 0.8960634216666221, "decode.d1.loss_mask": 0.6098999470472336, "decode.d1.loss_dice": 1.2878034234046936, "decode.d2.loss_cls": 0.9055410712957382, "decode.d2.loss_mask": 0.5916639178991318, "decode.d2.loss_dice": 1.2134476900100708, "decode.d3.loss_cls": 0.9042654946446419, "decode.d3.loss_mask": 0.541881936788559, "decode.d3.loss_dice": 1.1278285712003708, "decode.d4.loss_cls": 0.9308862999081612, "decode.d4.loss_mask": 0.5342241615056992, "decode.d4.loss_dice": 1.1448913276195527, "decode.d5.loss_cls": 0.8675146013498306, "decode.d5.loss_mask": 0.5797481894493103, "decode.d5.loss_dice": 1.1235811859369278, "decode.d6.loss_cls": 0.8746303364634513, "decode.d6.loss_mask": 0.5651311874389648, "decode.d6.loss_dice": 1.1384465038776397, "decode.d7.loss_cls": 0.7782305493950844, "decode.d7.loss_mask": 0.5754385828971863, "decode.d7.loss_dice": 1.1538757354021072, "decode.d8.loss_cls": 0.7866423159837723, "decode.d8.loss_mask": 0.5536373972892761, "decode.d8.loss_dice": 1.1111213386058807, "time": 0.5339048147201538, "memory": 7233, "step": 90350}
{"lr": 4.7276223178778444e-06, "data_time": 0.009877920150756836, "grad_norm": 98.06228790283203, "loss": 19.05141086578369, "decode.loss_cls": 0.5025029107928276, "decode.loss_mask": 0.5293465301394462, "decode.loss_dice": 0.6881732016801834, "decode.d0.loss_cls": 1.80723916888237, "decode.d0.loss_mask": 0.5861628085374833, "decode.d0.loss_dice": 0.8359482973814011, "decode.d1.loss_cls": 0.574709540605545, "decode.d1.loss_mask": 0.5312069386243821, "decode.d1.loss_dice": 0.7257356703281402, "decode.d2.loss_cls": 0.6064751997590065, "decode.d2.loss_mask": 0.5469764858484268, "decode.d2.loss_dice": 0.6997015595436096, "decode.d3.loss_cls": 0.5248068317770958, "decode.d3.loss_mask": 0.5351519346237182, "decode.d3.loss_dice": 0.680951377749443, "decode.d4.loss_cls": 0.49967188388109207, "decode.d4.loss_mask": 0.5426657512784004, "decode.d4.loss_dice": 0.7077820271253585, "decode.d5.loss_cls": 0.5134701699018478, "decode.d5.loss_mask": 0.5348572924733161, "decode.d5.loss_dice": 0.6929766178131104, "decode.d6.loss_cls": 0.5022283509373665, "decode.d6.loss_mask": 0.5233799323439599, "decode.d6.loss_dice": 0.6873926550149918, "decode.d7.loss_cls": 0.4843761071562767, "decode.d7.loss_mask": 0.5548142299056054, "decode.d7.loss_dice": 0.7029682785272598, "decode.d8.loss_cls": 0.4722452834248543, "decode.d8.loss_mask": 0.5398571327328682, "decode.d8.loss_dice": 0.7176367163658142, "time": 0.564009165763855, "memory": 7216, "step": 90400}
{"lr": 4.72456555569467e-06, "data_time": 0.009725308418273926, "grad_norm": 88.95833587646484, "loss": 17.932050228118896, "decode.loss_cls": 0.33179508373141287, "decode.loss_mask": 0.44817877262830735, "decode.loss_dice": 0.7695924542844296, "decode.d0.loss_cls": 1.987422114610672, "decode.d0.loss_mask": 0.4805265009403229, "decode.d0.loss_dice": 0.8919067181646824, "decode.d1.loss_cls": 0.525892098993063, "decode.d1.loss_mask": 0.46428070291876794, "decode.d1.loss_dice": 0.8249756537377835, "decode.d2.loss_cls": 0.4183785647153854, "decode.d2.loss_mask": 0.45055331364274026, "decode.d2.loss_dice": 0.791126848757267, "decode.d3.loss_cls": 0.3765933133661747, "decode.d3.loss_mask": 0.44752968549728395, "decode.d3.loss_dice": 0.795496940240264, "decode.d4.loss_cls": 0.37398923821747304, "decode.d4.loss_mask": 0.4437340050935745, "decode.d4.loss_dice": 0.80270339474082, "decode.d5.loss_cls": 0.3829946927726269, "decode.d5.loss_mask": 0.44131495505571366, "decode.d5.loss_dice": 0.7747311729937791, "decode.d6.loss_cls": 0.3609095126390457, "decode.d6.loss_mask": 0.446102350205183, "decode.d6.loss_dice": 0.7710890494287014, "decode.d7.loss_cls": 0.3428011178970337, "decode.d7.loss_mask": 0.4500048205256462, "decode.d7.loss_dice": 0.782185922190547, "decode.d8.loss_cls": 0.3402153577655554, "decode.d8.loss_mask": 0.44585289508104325, "decode.d8.loss_dice": 0.7691726434975863, "time": 0.5321374654769897, "memory": 7284, "step": 90450}
{"lr": 4.721508573750722e-06, "data_time": 0.009689807891845703, "grad_norm": 107.77562408447265, "loss": 22.05192325115204, "decode.loss_cls": 0.5194828312844038, "decode.loss_mask": 0.5266474835574627, "decode.loss_dice": 0.9093324717134237, "decode.d0.loss_cls": 2.202434241771698, "decode.d0.loss_mask": 0.576212278008461, "decode.d0.loss_dice": 1.106417405232787, "decode.d1.loss_cls": 0.7859899200499058, "decode.d1.loss_mask": 0.5387856602668762, "decode.d1.loss_dice": 0.9223292987793684, "decode.d2.loss_cls": 0.6712046597152949, "decode.d2.loss_mask": 0.5365225829184055, "decode.d2.loss_dice": 0.9199565753340722, "decode.d3.loss_cls": 0.6637639239430427, "decode.d3.loss_mask": 0.5272639200091362, "decode.d3.loss_dice": 0.885852350667119, "decode.d4.loss_cls": 0.6033894196152687, "decode.d4.loss_mask": 0.5185777753591537, "decode.d4.loss_dice": 0.8703764919191599, "decode.d5.loss_cls": 0.5313624758273363, "decode.d5.loss_mask": 0.5177259169518947, "decode.d5.loss_dice": 0.912219537422061, "decode.d6.loss_cls": 0.544617734104395, "decode.d6.loss_mask": 0.5232677601277829, "decode.d6.loss_dice": 0.8733993306756019, "decode.d7.loss_cls": 0.5353991221636534, "decode.d7.loss_mask": 0.5222301721572876, "decode.d7.loss_dice": 0.9022934824228287, "decode.d8.loss_cls": 0.488469335436821, "decode.d8.loss_mask": 0.5213396392762661, "decode.d8.loss_dice": 0.8950594063848257, "time": 0.5324992418289185, "memory": 7212, "step": 90500}
{"lr": 4.718451371872087e-06, "data_time": 0.009969544410705567, "grad_norm": 86.18449020385742, "loss": 25.774032497406004, "decode.loss_cls": 0.7073022574186325, "decode.loss_mask": 0.6232944667339325, "decode.loss_dice": 0.9745976001024246, "decode.d0.loss_cls": 2.2647563338279726, "decode.d0.loss_mask": 0.6892353951931, "decode.d0.loss_dice": 1.1846611589193343, "decode.d1.loss_cls": 0.7863463655114173, "decode.d1.loss_mask": 0.6920090526342392, "decode.d1.loss_dice": 1.1714987456798553, "decode.d2.loss_cls": 0.7804208219051361, "decode.d2.loss_mask": 0.6700414568185806, "decode.d2.loss_dice": 1.0700114980340003, "decode.d3.loss_cls": 0.720965588092804, "decode.d3.loss_mask": 0.6532000422477722, "decode.d3.loss_dice": 0.9985573500394821, "decode.d4.loss_cls": 0.7395720615983009, "decode.d4.loss_mask": 0.6445438146591187, "decode.d4.loss_dice": 1.035842615365982, "decode.d5.loss_cls": 0.6929484635591507, "decode.d5.loss_mask": 0.6549003213644028, "decode.d5.loss_dice": 1.0250403061509132, "decode.d6.loss_cls": 0.6943065464496613, "decode.d6.loss_mask": 0.6385291904211045, "decode.d6.loss_dice": 1.007318739593029, "decode.d7.loss_cls": 0.7237618044018745, "decode.d7.loss_mask": 0.6256803631782532, "decode.d7.loss_dice": 1.0085980981588363, "decode.d8.loss_cls": 0.6360734701156616, "decode.d8.loss_mask": 0.6353807121515274, "decode.d8.loss_dice": 1.0246369570493699, "time": 0.5336039781570434, "memory": 7209, "step": 90550}
{"lr": 4.7153939498845774e-06, "data_time": 0.009679746627807618, "grad_norm": 101.62600860595703, "loss": 23.263389778137206, "decode.loss_cls": 0.5139348581433296, "decode.loss_mask": 0.6086494445800781, "decode.loss_dice": 0.9766254633665085, "decode.d0.loss_cls": 2.011639618873596, "decode.d0.loss_mask": 0.6620489552617073, "decode.d0.loss_dice": 1.1268213659524917, "decode.d1.loss_cls": 0.7025291532278061, "decode.d1.loss_mask": 0.6083751738071441, "decode.d1.loss_dice": 1.0524641692638397, "decode.d2.loss_cls": 0.5806270390748978, "decode.d2.loss_mask": 0.6114628463983536, "decode.d2.loss_dice": 1.019272342324257, "decode.d3.loss_cls": 0.5636876650154591, "decode.d3.loss_mask": 0.5938153862953186, "decode.d3.loss_dice": 0.9895812481641769, "decode.d4.loss_cls": 0.5660459488630295, "decode.d4.loss_mask": 0.6084689915180206, "decode.d4.loss_dice": 1.0163138896226882, "decode.d5.loss_cls": 0.5232799291610718, "decode.d5.loss_mask": 0.6055197060108185, "decode.d5.loss_dice": 0.9994690537452697, "decode.d6.loss_cls": 0.5186128661036491, "decode.d6.loss_mask": 0.6048817873001099, "decode.d6.loss_dice": 0.982660385966301, "decode.d7.loss_cls": 0.5087029740214348, "decode.d7.loss_mask": 0.6035783872008323, "decode.d7.loss_dice": 0.9848686248064041, "decode.d8.loss_cls": 0.515703248232603, "decode.d8.loss_mask": 0.6148011744022369, "decode.d8.loss_dice": 0.9889479964971543, "time": 0.532131028175354, "memory": 7197, "step": 90600}
{"lr": 4.712336307613754e-06, "data_time": 0.009722423553466798, "grad_norm": 91.95267715454102, "loss": 27.442558670043944, "decode.loss_cls": 0.5457208514213562, "decode.loss_mask": 0.7738210111856461, "decode.loss_dice": 1.2131537795066833, "decode.d0.loss_cls": 1.9630699396133422, "decode.d0.loss_mask": 0.8535203814506531, "decode.d0.loss_dice": 1.4253681659698487, "decode.d1.loss_cls": 0.7908825606107712, "decode.d1.loss_mask": 0.7694395571947098, "decode.d1.loss_dice": 1.2732826173305511, "decode.d2.loss_cls": 0.7165230005979538, "decode.d2.loss_mask": 0.7448450446128845, "decode.d2.loss_dice": 1.2084478676319121, "decode.d3.loss_cls": 0.5619703732430935, "decode.d3.loss_mask": 0.7785756617784501, "decode.d3.loss_dice": 1.2188639104366303, "decode.d4.loss_cls": 0.5383496731519699, "decode.d4.loss_mask": 0.7664706826210022, "decode.d4.loss_dice": 1.1938250064849854, "decode.d5.loss_cls": 0.5963694863021374, "decode.d5.loss_mask": 0.7500456631183624, "decode.d5.loss_dice": 1.1914641082286834, "decode.d6.loss_cls": 0.5623755104839802, "decode.d6.loss_mask": 0.7437474191188812, "decode.d6.loss_dice": 1.1826686084270477, "decode.d7.loss_cls": 0.5288597323000431, "decode.d7.loss_mask": 0.7694964736700058, "decode.d7.loss_dice": 1.2099814057350158, "decode.d8.loss_cls": 0.5843007951974869, "decode.d8.loss_mask": 0.7704057335853577, "decode.d8.loss_dice": 1.2167144298553467, "time": 0.5344577312469483, "memory": 7285, "step": 90650}
{"lr": 4.709278444884909e-06, "data_time": 0.00959928035736084, "grad_norm": 85.68836288452148, "loss": 25.887955713272095, "decode.loss_cls": 0.44794932305812835, "decode.loss_mask": 0.8134507223963737, "decode.loss_dice": 1.0629427462816239, "decode.d0.loss_cls": 2.006550908088684, "decode.d0.loss_mask": 0.8900931820273399, "decode.d0.loss_dice": 1.255266296863556, "decode.d1.loss_cls": 0.5874698176980019, "decode.d1.loss_mask": 0.8432212069630622, "decode.d1.loss_dice": 1.2162616744637489, "decode.d2.loss_cls": 0.5171300388872624, "decode.d2.loss_mask": 0.8209095306694507, "decode.d2.loss_dice": 1.1840465396642685, "decode.d3.loss_cls": 0.5208717897534371, "decode.d3.loss_mask": 0.8023852623999119, "decode.d3.loss_dice": 1.0926420927047729, "decode.d4.loss_cls": 0.4858356513082981, "decode.d4.loss_mask": 0.7907083228230476, "decode.d4.loss_dice": 1.0933451697230339, "decode.d5.loss_cls": 0.50114865899086, "decode.d5.loss_mask": 0.7983284413814544, "decode.d5.loss_dice": 1.0918256491422653, "decode.d6.loss_cls": 0.5015697576105594, "decode.d6.loss_mask": 0.816322335600853, "decode.d6.loss_dice": 1.0831214770674706, "decode.d7.loss_cls": 0.47382575571537017, "decode.d7.loss_mask": 0.7973370850086212, "decode.d7.loss_dice": 1.0574097454547882, "decode.d8.loss_cls": 0.44641893431544305, "decode.d8.loss_mask": 0.8125225074589253, "decode.d8.loss_dice": 1.0770452454686166, "time": 0.5326043605804444, "memory": 7242, "step": 90700}
{"lr": 4.706220361523065e-06, "data_time": 0.009491157531738282, "grad_norm": 87.7074821472168, "loss": 21.1979061126709, "decode.loss_cls": 0.38527579605579376, "decode.loss_mask": 0.5543461233377457, "decode.loss_dice": 0.9451213389635086, "decode.d0.loss_cls": 1.9757946968078612, "decode.d0.loss_mask": 0.6026001766324043, "decode.d0.loss_dice": 1.1205520927906036, "decode.d1.loss_cls": 0.6227920070290566, "decode.d1.loss_mask": 0.5561223536729812, "decode.d1.loss_dice": 1.003936105966568, "decode.d2.loss_cls": 0.5420866936445237, "decode.d2.loss_mask": 0.5503284811973572, "decode.d2.loss_dice": 0.9902103126049042, "decode.d3.loss_cls": 0.46559844091534613, "decode.d3.loss_mask": 0.5341947808861732, "decode.d3.loss_dice": 0.9539917021989822, "decode.d4.loss_cls": 0.4477577701210976, "decode.d4.loss_mask": 0.5130845308303833, "decode.d4.loss_dice": 0.927299878001213, "decode.d5.loss_cls": 0.43750720769166945, "decode.d5.loss_mask": 0.5282443642616272, "decode.d5.loss_dice": 0.9412877649068833, "decode.d6.loss_cls": 0.3994411610066891, "decode.d6.loss_mask": 0.5521741539239884, "decode.d6.loss_dice": 0.92611865401268, "decode.d7.loss_cls": 0.3807843685150146, "decode.d7.loss_mask": 0.5450676202774047, "decode.d7.loss_dice": 0.9287043631076812, "decode.d8.loss_cls": 0.40120929554104806, "decode.d8.loss_mask": 0.5480671614408493, "decode.d8.loss_dice": 0.918207311630249, "time": 0.5357167243957519, "memory": 7233, "step": 90750}
{"lr": 4.703162057352991e-06, "data_time": 0.009392285346984863, "grad_norm": 83.55001678466797, "loss": 17.945178079605103, "decode.loss_cls": 0.3313811905682087, "decode.loss_mask": 0.5435573540627956, "decode.loss_dice": 0.722537438198924, "decode.d0.loss_cls": 1.6693444550037384, "decode.d0.loss_mask": 0.6056581065058708, "decode.d0.loss_dice": 0.8681389145553112, "decode.d1.loss_cls": 0.531589113175869, "decode.d1.loss_mask": 0.5479548327624798, "decode.d1.loss_dice": 0.7705397848039865, "decode.d2.loss_cls": 0.46200460344552996, "decode.d2.loss_mask": 0.5498124018311501, "decode.d2.loss_dice": 0.7232639163732528, "decode.d3.loss_cls": 0.3715046890079975, "decode.d3.loss_mask": 0.5405970081686974, "decode.d3.loss_dice": 0.7160377144813538, "decode.d4.loss_cls": 0.3618146196007729, "decode.d4.loss_mask": 0.5263845592737197, "decode.d4.loss_dice": 0.7074966266751289, "decode.d5.loss_cls": 0.3466655142605305, "decode.d5.loss_mask": 0.5368433438241482, "decode.d5.loss_dice": 0.6995136719197035, "decode.d6.loss_cls": 0.3574865650385618, "decode.d6.loss_mask": 0.5526088163256645, "decode.d6.loss_dice": 0.7311926785856485, "decode.d7.loss_cls": 0.33717093132436277, "decode.d7.loss_mask": 0.537605881690979, "decode.d7.loss_dice": 0.721229737997055, "decode.d8.loss_cls": 0.32402357272803783, "decode.d8.loss_mask": 0.5420736253261567, "decode.d8.loss_dice": 0.7091461084783077, "time": 0.5326315402984619, "memory": 7216, "step": 90800}
{"lr": 4.700103532199173e-06, "data_time": 0.009284090995788575, "grad_norm": 82.77485580444336, "loss": 26.270385456085204, "decode.loss_cls": 0.6088712126016617, "decode.loss_mask": 0.680376923084259, "decode.loss_dice": 1.0262577265501023, "decode.d0.loss_cls": 2.3634270787239076, "decode.d0.loss_mask": 0.756210345029831, "decode.d0.loss_dice": 1.21270951628685, "decode.d1.loss_cls": 0.9400567412376404, "decode.d1.loss_mask": 0.694910416007042, "decode.d1.loss_dice": 1.0999817848205566, "decode.d2.loss_cls": 0.7504706114530564, "decode.d2.loss_mask": 0.6702828288078309, "decode.d2.loss_dice": 1.0837743133306503, "decode.d3.loss_cls": 0.6847819656133651, "decode.d3.loss_mask": 0.6829875767230987, "decode.d3.loss_dice": 1.0713549852371216, "decode.d4.loss_cls": 0.7310368195176125, "decode.d4.loss_mask": 0.6688594311475754, "decode.d4.loss_dice": 1.0628377676010132, "decode.d5.loss_cls": 0.69396743029356, "decode.d5.loss_mask": 0.6726610422134399, "decode.d5.loss_dice": 1.0738731384277345, "decode.d6.loss_cls": 0.6406696572899818, "decode.d6.loss_mask": 0.6604256629943848, "decode.d6.loss_dice": 1.04794220328331, "decode.d7.loss_cls": 0.661995567381382, "decode.d7.loss_mask": 0.6559075593948365, "decode.d7.loss_dice": 1.0469753861427307, "decode.d8.loss_cls": 0.604047891497612, "decode.d8.loss_mask": 0.6713515907526016, "decode.d8.loss_dice": 1.0513803094625473, "time": 0.5583076238632202, "memory": 7315, "step": 90850}
{"lr": 4.697044785885851e-06, "data_time": 0.009446954727172852, "grad_norm": 93.23272552490235, "loss": 24.945785331726075, "decode.loss_cls": 0.522720456123352, "decode.loss_mask": 0.612482312321663, "decode.loss_dice": 1.0300350487232208, "decode.d0.loss_cls": 2.1714789986610414, "decode.d0.loss_mask": 0.7089700251817703, "decode.d0.loss_dice": 1.2493455529212951, "decode.d1.loss_cls": 0.8204643845558166, "decode.d1.loss_mask": 0.6543370187282562, "decode.d1.loss_dice": 1.1275626242160797, "decode.d2.loss_cls": 0.6779528960585595, "decode.d2.loss_mask": 0.6363275170326232, "decode.d2.loss_dice": 1.1287295341491699, "decode.d3.loss_cls": 0.6406578332185745, "decode.d3.loss_mask": 0.6280135840177536, "decode.d3.loss_dice": 1.098305231332779, "decode.d4.loss_cls": 0.5797329992055893, "decode.d4.loss_mask": 0.622967255115509, "decode.d4.loss_dice": 1.0850050568580627, "decode.d5.loss_cls": 0.5863281607627868, "decode.d5.loss_mask": 0.6170803099870682, "decode.d5.loss_dice": 1.0719412922859193, "decode.d6.loss_cls": 0.5702610850334168, "decode.d6.loss_mask": 0.6129831671714783, "decode.d6.loss_dice": 1.0287733495235443, "decode.d7.loss_cls": 0.5782377630472183, "decode.d7.loss_mask": 0.6229977190494538, "decode.d7.loss_dice": 1.0399848997592926, "decode.d8.loss_cls": 0.5558271646499634, "decode.d8.loss_mask": 0.6301202565431595, "decode.d8.loss_dice": 1.0361614882946015, "time": 0.5333604574203491, "memory": 7206, "step": 90900}
{"lr": 4.693985818236982e-06, "data_time": 0.009387850761413574, "grad_norm": 90.1523494720459, "loss": 22.341399478912354, "decode.loss_cls": 0.5143347635865212, "decode.loss_mask": 0.6205763965845108, "decode.loss_dice": 0.8462249279022217, "decode.d0.loss_cls": 1.9364981174468994, "decode.d0.loss_mask": 0.7110801443457604, "decode.d0.loss_dice": 1.039575606584549, "decode.d1.loss_cls": 0.7033278048038483, "decode.d1.loss_mask": 0.6526542007923126, "decode.d1.loss_dice": 0.9124691367149353, "decode.d2.loss_cls": 0.6213289618492126, "decode.d2.loss_mask": 0.6452380076050759, "decode.d2.loss_dice": 0.896486473083496, "decode.d3.loss_cls": 0.589644256234169, "decode.d3.loss_mask": 0.6249200493097306, "decode.d3.loss_dice": 0.8577443391084671, "decode.d4.loss_cls": 0.5628942579030991, "decode.d4.loss_mask": 0.6304620772600174, "decode.d4.loss_dice": 0.8544376403093338, "decode.d5.loss_cls": 0.5513648077845573, "decode.d5.loss_mask": 0.6293541476130485, "decode.d5.loss_dice": 0.8814626157283783, "decode.d6.loss_cls": 0.5360292389988899, "decode.d6.loss_mask": 0.6305855944752693, "decode.d6.loss_dice": 0.8493994563817978, "decode.d7.loss_cls": 0.5384632825851441, "decode.d7.loss_mask": 0.6277138635516166, "decode.d7.loss_dice": 0.8749653220176696, "decode.d8.loss_cls": 0.5433609381318092, "decode.d8.loss_mask": 0.6231463074684143, "decode.d8.loss_dice": 0.8356568515300751, "time": 0.5618726491928101, "memory": 7186, "step": 90950}
{"lr": 4.69092662907626e-06, "data_time": 0.009495162963867187, "grad_norm": 92.99765701293946, "loss": 28.15279655456543, "decode.loss_cls": 0.6396337904036045, "decode.loss_mask": 0.7449796035885811, "decode.loss_dice": 1.1232230812311172, "decode.d0.loss_cls": 2.281111514568329, "decode.d0.loss_mask": 0.7744897156953812, "decode.d0.loss_dice": 1.2586722880601884, "decode.d1.loss_cls": 0.9845245718955994, "decode.d1.loss_mask": 0.787102036178112, "decode.d1.loss_dice": 1.2303077161312104, "decode.d2.loss_cls": 0.8633716627955437, "decode.d2.loss_mask": 0.7709673345088959, "decode.d2.loss_dice": 1.156937810778618, "decode.d3.loss_cls": 0.7803786799311638, "decode.d3.loss_mask": 0.7544290944933891, "decode.d3.loss_dice": 1.1305003881454467, "decode.d4.loss_cls": 0.7468876481056214, "decode.d4.loss_mask": 0.7391093000769615, "decode.d4.loss_dice": 1.1389838755130768, "decode.d5.loss_cls": 0.719486702978611, "decode.d5.loss_mask": 0.7443145245313645, "decode.d5.loss_dice": 1.1194377601146699, "decode.d6.loss_cls": 0.7138719618320465, "decode.d6.loss_mask": 0.7484474942088127, "decode.d6.loss_dice": 1.1354011386632918, "decode.d7.loss_cls": 0.6576651573181153, "decode.d7.loss_mask": 0.7438863545656205, "decode.d7.loss_dice": 1.1221488893032074, "decode.d8.loss_cls": 0.6621092066168786, "decode.d8.loss_mask": 0.7522344172000885, "decode.d8.loss_dice": 1.1281825602054596, "time": 0.53780517578125, "memory": 7167, "step": 91000}
{"lr": 4.6878672182271115e-06, "data_time": 0.009428763389587402, "grad_norm": 80.7874828338623, "loss": 20.702217388153077, "decode.loss_cls": 0.4441703997552395, "decode.loss_mask": 0.5720322459936142, "decode.loss_dice": 0.7566683709621429, "decode.d0.loss_cls": 2.143206536769867, "decode.d0.loss_mask": 0.661348021030426, "decode.d0.loss_dice": 0.979567363858223, "decode.d1.loss_cls": 0.6830578774213791, "decode.d1.loss_mask": 0.6394606828689575, "decode.d1.loss_dice": 0.8321850180625916, "decode.d2.loss_cls": 0.636741791665554, "decode.d2.loss_mask": 0.6169034868478775, "decode.d2.loss_dice": 0.7547816634178162, "decode.d3.loss_cls": 0.5081203758716584, "decode.d3.loss_mask": 0.612022665143013, "decode.d3.loss_dice": 0.7867906123399735, "decode.d4.loss_cls": 0.5218379177153111, "decode.d4.loss_mask": 0.5931349128484726, "decode.d4.loss_dice": 0.7563796967267991, "decode.d5.loss_cls": 0.5057236224412918, "decode.d5.loss_mask": 0.5694558382034302, "decode.d5.loss_dice": 0.7517537862062454, "decode.d6.loss_cls": 0.4871902607381344, "decode.d6.loss_mask": 0.5529160022735595, "decode.d6.loss_dice": 0.7463489741086959, "decode.d7.loss_cls": 0.4844941467046738, "decode.d7.loss_mask": 0.5607451826334, "decode.d7.loss_dice": 0.7383426576852798, "decode.d8.loss_cls": 0.4860548205673695, "decode.d8.loss_mask": 0.5764868378639221, "decode.d8.loss_dice": 0.7442959278821946, "time": 0.5330014944076538, "memory": 7216, "step": 91050}
{"lr": 4.684807585512695e-06, "data_time": 0.009348416328430175, "grad_norm": 98.61081275939941, "loss": 20.92416706085205, "decode.loss_cls": 0.32044797763228416, "decode.loss_mask": 0.5421149596571923, "decode.loss_dice": 0.9846007093787194, "decode.d0.loss_cls": 1.980485439300537, "decode.d0.loss_mask": 0.6072392135858535, "decode.d0.loss_dice": 1.1118278861045838, "decode.d1.loss_cls": 0.46661722511053083, "decode.d1.loss_mask": 0.5596146300435066, "decode.d1.loss_dice": 1.0447399586439132, "decode.d2.loss_cls": 0.4135590821504593, "decode.d2.loss_mask": 0.5466482788324356, "decode.d2.loss_dice": 1.0205700412392615, "decode.d3.loss_cls": 0.3525000333786011, "decode.d3.loss_mask": 0.5462122812867165, "decode.d3.loss_dice": 1.0156326189637184, "decode.d4.loss_cls": 0.35764787942171095, "decode.d4.loss_mask": 0.5361780941486358, "decode.d4.loss_dice": 0.9824781209230423, "decode.d5.loss_cls": 0.32092715576291087, "decode.d5.loss_mask": 0.5532049596309662, "decode.d5.loss_dice": 1.0090106263756753, "decode.d6.loss_cls": 0.3784936249256134, "decode.d6.loss_mask": 0.5340050846338272, "decode.d6.loss_dice": 0.971471980214119, "decode.d7.loss_cls": 0.36703172475099566, "decode.d7.loss_mask": 0.5354533538222312, "decode.d7.loss_dice": 0.9950941920280456, "decode.d8.loss_cls": 0.315789158642292, "decode.d8.loss_mask": 0.5494649678468704, "decode.d8.loss_dice": 1.0051067918539047, "time": 0.536943507194519, "memory": 7310, "step": 91100}
{"lr": 4.6817477307558995e-06, "data_time": 0.009423351287841797, "grad_norm": 89.76043853759765, "loss": 21.265831089019777, "decode.loss_cls": 0.4064384147524834, "decode.loss_mask": 0.48357874155044556, "decode.loss_dice": 0.9234630286693573, "decode.d0.loss_cls": 2.2031054377555845, "decode.d0.loss_mask": 0.5868747055530548, "decode.d0.loss_dice": 1.0959720075130464, "decode.d1.loss_cls": 0.6329320043325424, "decode.d1.loss_mask": 0.5372481539845466, "decode.d1.loss_dice": 1.0059575736522675, "decode.d2.loss_cls": 0.5726707801222801, "decode.d2.loss_mask": 0.5121172040700912, "decode.d2.loss_dice": 0.9403390228748322, "decode.d3.loss_cls": 0.5030487179756165, "decode.d3.loss_mask": 0.5027736470103263, "decode.d3.loss_dice": 0.9561291515827179, "decode.d4.loss_cls": 0.43639094531536105, "decode.d4.loss_mask": 0.5113668143749237, "decode.d4.loss_dice": 0.965769812464714, "decode.d5.loss_cls": 0.47421032637357713, "decode.d5.loss_mask": 0.49865535497665403, "decode.d5.loss_dice": 0.9467196375131607, "decode.d6.loss_cls": 0.46806661784648895, "decode.d6.loss_mask": 0.4921770662069321, "decode.d6.loss_dice": 0.9048257291316986, "decode.d7.loss_cls": 0.42648780196905134, "decode.d7.loss_mask": 0.48378378748893736, "decode.d7.loss_dice": 0.9246156930923461, "decode.d8.loss_cls": 0.45515927821397784, "decode.d8.loss_mask": 0.4928730845451355, "decode.d8.loss_dice": 0.9220800161361694, "time": 0.5344881057739258, "memory": 7243, "step": 91150}
{"lr": 4.678687653779336e-06, "data_time": 0.009201860427856446, "grad_norm": 94.22534561157227, "loss": 21.618534088134766, "decode.loss_cls": 0.3954777132719755, "decode.loss_mask": 0.6097904950380325, "decode.loss_dice": 0.94471275806427, "decode.d0.loss_cls": 1.9350889325141907, "decode.d0.loss_mask": 0.677119842171669, "decode.d0.loss_dice": 1.116509994864464, "decode.d1.loss_cls": 0.5332500033080578, "decode.d1.loss_mask": 0.6498007744550705, "decode.d1.loss_dice": 1.0443264305591584, "decode.d2.loss_cls": 0.46251537911593915, "decode.d2.loss_mask": 0.6161508649587631, "decode.d2.loss_dice": 0.9753777474164963, "decode.d3.loss_cls": 0.4070264227688313, "decode.d3.loss_mask": 0.6147539436817169, "decode.d3.loss_dice": 0.9554693162441253, "decode.d4.loss_cls": 0.3914389247074723, "decode.d4.loss_mask": 0.6088063269853592, "decode.d4.loss_dice": 0.9551511019468307, "decode.d5.loss_cls": 0.38539687991142274, "decode.d5.loss_mask": 0.6153360426425933, "decode.d5.loss_dice": 0.9424981623888016, "decode.d6.loss_cls": 0.36046238951385023, "decode.d6.loss_mask": 0.609932792186737, "decode.d6.loss_dice": 0.9808373987674713, "decode.d7.loss_cls": 0.3608329717069864, "decode.d7.loss_mask": 0.604186338186264, "decode.d7.loss_dice": 0.9454449117183685, "decode.d8.loss_cls": 0.3575722336769104, "decode.d8.loss_mask": 0.6076540112495422, "decode.d8.loss_dice": 0.9556120306253433, "time": 0.5642523527145386, "memory": 7227, "step": 91200}
{"lr": 4.675627354405356e-06, "data_time": 0.009212779998779296, "grad_norm": 80.0874412536621, "loss": 28.013334560394288, "decode.loss_cls": 0.5134826347231864, "decode.loss_mask": 0.7211248934268951, "decode.loss_dice": 1.2631808757781982, "decode.d0.loss_cls": 2.294726824760437, "decode.d0.loss_mask": 0.8699307680130005, "decode.d0.loss_dice": 1.5864008605480193, "decode.d1.loss_cls": 0.8338979840278625, "decode.d1.loss_mask": 0.7646994411945343, "decode.d1.loss_dice": 1.395930689573288, "decode.d2.loss_cls": 0.6865143090486526, "decode.d2.loss_mask": 0.7045805156230927, "decode.d2.loss_dice": 1.3315861165523528, "decode.d3.loss_cls": 0.5816309452056885, "decode.d3.loss_mask": 0.7128399729728698, "decode.d3.loss_dice": 1.2658626794815064, "decode.d4.loss_cls": 0.5205818623304367, "decode.d4.loss_mask": 0.7097981721162796, "decode.d4.loss_dice": 1.2546347707509995, "decode.d5.loss_cls": 0.544033621251583, "decode.d5.loss_mask": 0.7171815812587738, "decode.d5.loss_dice": 1.2445006787776947, "decode.d6.loss_cls": 0.5514050096273422, "decode.d6.loss_mask": 0.7258949384093285, "decode.d6.loss_dice": 1.261316043138504, "decode.d7.loss_cls": 0.4991974949836731, "decode.d7.loss_mask": 0.7288671553134918, "decode.d7.loss_dice": 1.283914452791214, "decode.d8.loss_cls": 0.5129036977887154, "decode.d8.loss_mask": 0.7222685575485229, "decode.d8.loss_dice": 1.2104470372200011, "time": 0.5352967977523804, "memory": 7334, "step": 91250}
{"lr": 4.672566832456032e-06, "data_time": 0.00940532684326172, "grad_norm": 88.88710556030273, "loss": 23.548518085479735, "decode.loss_cls": 0.5602715224027633, "decode.loss_mask": 0.6493144065141678, "decode.loss_dice": 0.8531367897987365, "decode.d0.loss_cls": 2.251506173610687, "decode.d0.loss_mask": 0.7417975753545761, "decode.d0.loss_dice": 1.07502278983593, "decode.d1.loss_cls": 0.8493705958127975, "decode.d1.loss_mask": 0.63045714199543, "decode.d1.loss_dice": 0.9298885524272918, "decode.d2.loss_cls": 0.7351123705506325, "decode.d2.loss_mask": 0.6509238719940186, "decode.d2.loss_dice": 0.8802693575620651, "decode.d3.loss_cls": 0.6485100403428078, "decode.d3.loss_mask": 0.66083465218544, "decode.d3.loss_dice": 0.900783970952034, "decode.d4.loss_cls": 0.5809016957879066, "decode.d4.loss_mask": 0.6644893646240234, "decode.d4.loss_dice": 0.8956204891204834, "decode.d5.loss_cls": 0.5795930400490761, "decode.d5.loss_mask": 0.6395862936973572, "decode.d5.loss_dice": 0.9051951229572296, "decode.d6.loss_cls": 0.5411655023694039, "decode.d6.loss_mask": 0.6638463616371155, "decode.d6.loss_dice": 0.8963002324104309, "decode.d7.loss_cls": 0.5219427451491356, "decode.d7.loss_mask": 0.6460018008947372, "decode.d7.loss_dice": 0.8850446015596389, "decode.d8.loss_cls": 0.5721416562795639, "decode.d8.loss_mask": 0.6566373527050018, "decode.d8.loss_dice": 0.8828522264957428, "time": 0.5332293033599853, "memory": 7196, "step": 91300}
{"lr": 4.669506087753168e-06, "data_time": 0.009352397918701173, "grad_norm": 82.872607421875, "loss": 28.182085227966308, "decode.loss_cls": 0.48681353181600573, "decode.loss_mask": 0.7372008234262466, "decode.loss_dice": 1.3285554885864257, "decode.d0.loss_cls": 2.024806225299835, "decode.d0.loss_mask": 0.7902385503053665, "decode.d0.loss_dice": 1.540181690454483, "decode.d1.loss_cls": 0.7060754716396331, "decode.d1.loss_mask": 0.7355570435523987, "decode.d1.loss_dice": 1.3810433626174927, "decode.d2.loss_cls": 0.6238117307424546, "decode.d2.loss_mask": 0.743033443391323, "decode.d2.loss_dice": 1.3851226449012757, "decode.d3.loss_cls": 0.5525590524077415, "decode.d3.loss_mask": 0.7456095829606056, "decode.d3.loss_dice": 1.3545461595058441, "decode.d4.loss_cls": 0.6118668980896473, "decode.d4.loss_mask": 0.7346430733799935, "decode.d4.loss_dice": 1.3612239688634873, "decode.d5.loss_cls": 0.5669062994420528, "decode.d5.loss_mask": 0.7317707657814025, "decode.d5.loss_dice": 1.3325573533773423, "decode.d6.loss_cls": 0.5363219037652016, "decode.d6.loss_mask": 0.7266727894544601, "decode.d6.loss_dice": 1.3267013400793075, "decode.d7.loss_cls": 0.5092033736407757, "decode.d7.loss_mask": 0.7278340771794319, "decode.d7.loss_dice": 1.3170853078365325, "decode.d8.loss_cls": 0.5306218191981316, "decode.d8.loss_mask": 0.7247242227196693, "decode.d8.loss_dice": 1.308796975016594, "time": 0.5333867311477661, "memory": 7254, "step": 91350}
{"lr": 4.6664451201183035e-06, "data_time": 0.00933077335357666, "grad_norm": 94.89847145080566, "loss": 28.467390727996825, "decode.loss_cls": 0.5947063490748405, "decode.loss_mask": 0.72921222448349, "decode.loss_dice": 1.1920627802610397, "decode.d0.loss_cls": 2.537973189353943, "decode.d0.loss_mask": 0.8519253551959991, "decode.d0.loss_dice": 1.416632130742073, "decode.d1.loss_cls": 0.8075826093554497, "decode.d1.loss_mask": 0.795676189661026, "decode.d1.loss_dice": 1.3341250211000442, "decode.d2.loss_cls": 0.7708979681134224, "decode.d2.loss_mask": 0.7618028998374939, "decode.d2.loss_dice": 1.300988218188286, "decode.d3.loss_cls": 0.7460805028676987, "decode.d3.loss_mask": 0.7354256063699722, "decode.d3.loss_dice": 1.2391625553369523, "decode.d4.loss_cls": 0.6874400228261948, "decode.d4.loss_mask": 0.7427643924951554, "decode.d4.loss_dice": 1.2357960134744643, "decode.d5.loss_cls": 0.5514809191226959, "decode.d5.loss_mask": 0.7365994095802307, "decode.d5.loss_dice": 1.2014941036701203, "decode.d6.loss_cls": 0.543605561554432, "decode.d6.loss_mask": 0.7394784092903137, "decode.d6.loss_dice": 1.216867834329605, "decode.d7.loss_cls": 0.5614937737584114, "decode.d7.loss_mask": 0.742931205034256, "decode.d7.loss_dice": 1.2234168022871017, "decode.d8.loss_cls": 0.5271913588047028, "decode.d8.loss_mask": 0.7289561003446579, "decode.d8.loss_dice": 1.2136208891868592, "time": 0.5364922285079956, "memory": 7205, "step": 91400}
{"lr": 4.66338392937269e-06, "data_time": 0.009426140785217285, "grad_norm": 98.08625602722168, "loss": 23.32202672958374, "decode.loss_cls": 0.45452841334044936, "decode.loss_mask": 0.618542093038559, "decode.loss_dice": 0.9122128039598465, "decode.d0.loss_cls": 2.12725425362587, "decode.d0.loss_mask": 0.7262828588485718, "decode.d0.loss_dice": 1.1994718089699745, "decode.d1.loss_cls": 0.7237850710749626, "decode.d1.loss_mask": 0.711841307580471, "decode.d1.loss_dice": 1.0626798957586288, "decode.d2.loss_cls": 0.6142913281917572, "decode.d2.loss_mask": 0.7080583959817887, "decode.d2.loss_dice": 0.983656695485115, "decode.d3.loss_cls": 0.5853472910821438, "decode.d3.loss_mask": 0.6574943691492081, "decode.d3.loss_dice": 0.9374597147107124, "decode.d4.loss_cls": 0.5144729681313038, "decode.d4.loss_mask": 0.6389394149184227, "decode.d4.loss_dice": 0.9376254126429557, "decode.d5.loss_cls": 0.5012699753046036, "decode.d5.loss_mask": 0.6381356090307235, "decode.d5.loss_dice": 0.9461260840296746, "decode.d6.loss_cls": 0.48373792953789235, "decode.d6.loss_mask": 0.6364610135555268, "decode.d6.loss_dice": 0.943697153031826, "decode.d7.loss_cls": 0.4694416616111994, "decode.d7.loss_mask": 0.6312508702278137, "decode.d7.loss_dice": 0.944519966840744, "decode.d8.loss_cls": 0.4347437970340252, "decode.d8.loss_mask": 0.6334739729762078, "decode.d8.loss_dice": 0.9452236577868461, "time": 0.5351190805435181, "memory": 7205, "step": 91450}
{"lr": 4.660322515337314e-06, "data_time": 0.009322309494018554, "grad_norm": 93.70015182495118, "loss": 25.407706832885744, "decode.loss_cls": 0.7643714874982834, "decode.loss_mask": 0.585299551486969, "decode.loss_dice": 0.9660426676273346, "decode.d0.loss_cls": 2.2315763235092163, "decode.d0.loss_mask": 0.7114520490169525, "decode.d0.loss_dice": 1.1529728472232819, "decode.d1.loss_cls": 0.9583873748779297, "decode.d1.loss_mask": 0.643051153421402, "decode.d1.loss_dice": 1.0600635051727294, "decode.d2.loss_cls": 0.8760459214448929, "decode.d2.loss_mask": 0.6111525446176529, "decode.d2.loss_dice": 0.9998996436595917, "decode.d3.loss_cls": 0.8182812690734863, "decode.d3.loss_mask": 0.593718534708023, "decode.d3.loss_dice": 0.9652243852615356, "decode.d4.loss_cls": 0.7197561830282211, "decode.d4.loss_mask": 0.5982862710952759, "decode.d4.loss_dice": 0.9783397197723389, "decode.d5.loss_cls": 0.7422982633113862, "decode.d5.loss_mask": 0.5825650632381439, "decode.d5.loss_dice": 0.9715536773204804, "decode.d6.loss_cls": 0.7468406364321709, "decode.d6.loss_mask": 0.5867003202438354, "decode.d6.loss_dice": 0.9632145643234253, "decode.d7.loss_cls": 0.7145077884197235, "decode.d7.loss_mask": 0.5837466150522232, "decode.d7.loss_dice": 0.9632050693035126, "decode.d8.loss_cls": 0.7580938264727592, "decode.d8.loss_mask": 0.5923754423856735, "decode.d8.loss_dice": 0.9686840891838073, "time": 0.5349288702011108, "memory": 7194, "step": 91500}
{"lr": 4.657260877832878e-06, "data_time": 0.009410524368286132, "grad_norm": 87.987109375, "loss": 21.847196197509767, "decode.loss_cls": 0.591254112124443, "decode.loss_mask": 0.5587134793400764, "decode.loss_dice": 0.7837674200534821, "decode.d0.loss_cls": 2.2344894289970396, "decode.d0.loss_mask": 0.6155389666557312, "decode.d0.loss_dice": 0.9397606700658798, "decode.d1.loss_cls": 0.8491307944059372, "decode.d1.loss_mask": 0.5697931289672852, "decode.d1.loss_dice": 0.8044645339250565, "decode.d2.loss_cls": 0.7375285878777504, "decode.d2.loss_mask": 0.5464230760931968, "decode.d2.loss_dice": 0.8065414696931839, "decode.d3.loss_cls": 0.6450525000691414, "decode.d3.loss_mask": 0.5381390064954757, "decode.d3.loss_dice": 0.810333326458931, "decode.d4.loss_cls": 0.6646048694849014, "decode.d4.loss_mask": 0.5456186681985855, "decode.d4.loss_dice": 0.7751206040382386, "decode.d5.loss_cls": 0.6385310217738152, "decode.d5.loss_mask": 0.5484368443489075, "decode.d5.loss_dice": 0.77387615442276, "decode.d6.loss_cls": 0.6082281395792961, "decode.d6.loss_mask": 0.5455604866147041, "decode.d6.loss_dice": 0.7740053474903107, "decode.d7.loss_cls": 0.6465477123856544, "decode.d7.loss_mask": 0.5481047555804253, "decode.d7.loss_dice": 0.7635618299245834, "decode.d8.loss_cls": 0.6242227882146836, "decode.d8.loss_mask": 0.5663737788796425, "decode.d8.loss_dice": 0.7934724897146225, "time": 0.5332007884979248, "memory": 7248, "step": 91550}
{"lr": 4.65419901667982e-06, "data_time": 0.009541201591491699, "grad_norm": 88.81069488525391, "loss": 26.72083568572998, "decode.loss_cls": 0.5664849892258644, "decode.loss_mask": 0.686815869808197, "decode.loss_dice": 1.0844864904880525, "decode.d0.loss_cls": 2.476553797721863, "decode.d0.loss_mask": 0.7558798342943192, "decode.d0.loss_dice": 1.227690374851227, "decode.d1.loss_cls": 0.9205239981412887, "decode.d1.loss_mask": 0.7072519570589065, "decode.d1.loss_dice": 1.1436629474163056, "decode.d2.loss_cls": 0.7883455961942673, "decode.d2.loss_mask": 0.69396842867136, "decode.d2.loss_dice": 1.1253609120845796, "decode.d3.loss_cls": 0.7206959545612335, "decode.d3.loss_mask": 0.6998249664902687, "decode.d3.loss_dice": 1.1143881052732467, "decode.d4.loss_cls": 0.6708333179354667, "decode.d4.loss_mask": 0.7148103922605514, "decode.d4.loss_dice": 1.1289327651262284, "decode.d5.loss_cls": 0.5851261585950851, "decode.d5.loss_mask": 0.7145067796111106, "decode.d5.loss_dice": 1.1102591186761857, "decode.d6.loss_cls": 0.5760178953409195, "decode.d6.loss_mask": 0.7109811864793301, "decode.d6.loss_dice": 1.0836329102516173, "decode.d7.loss_cls": 0.5992986410856247, "decode.d7.loss_mask": 0.6975151039659977, "decode.d7.loss_dice": 1.0823402553796768, "decode.d8.loss_cls": 0.5598450616002083, "decode.d8.loss_mask": 0.6938341647386551, "decode.d8.loss_dice": 1.0809680581092835, "time": 0.5343320369720459, "memory": 7247, "step": 91600}
{"lr": 4.651136931698303e-06, "data_time": 0.009353399276733398, "grad_norm": 98.35721092224121, "loss": 18.82886266708374, "decode.loss_cls": 0.2905636005103588, "decode.loss_mask": 0.5989110141992569, "decode.loss_dice": 0.7586792334914207, "decode.d0.loss_cls": 1.8611465036869048, "decode.d0.loss_mask": 0.6634261041879654, "decode.d0.loss_dice": 0.9411586344242096, "decode.d1.loss_cls": 0.45006398633122446, "decode.d1.loss_mask": 0.6429115116596222, "decode.d1.loss_dice": 0.8779175311326981, "decode.d2.loss_cls": 0.42482906952500343, "decode.d2.loss_mask": 0.578732793033123, "decode.d2.loss_dice": 0.767035648226738, "decode.d3.loss_cls": 0.3256716009229422, "decode.d3.loss_mask": 0.5985011518001556, "decode.d3.loss_dice": 0.7650671750307083, "decode.d4.loss_cls": 0.371809271723032, "decode.d4.loss_mask": 0.573397022485733, "decode.d4.loss_dice": 0.7719700366258622, "decode.d5.loss_cls": 0.29763454720377924, "decode.d5.loss_mask": 0.6131682470440865, "decode.d5.loss_dice": 0.7667828902602196, "decode.d6.loss_cls": 0.2726191680878401, "decode.d6.loss_mask": 0.5934845939278602, "decode.d6.loss_dice": 0.7501831099390983, "decode.d7.loss_cls": 0.2815070368349552, "decode.d7.loss_mask": 0.5893529027700424, "decode.d7.loss_dice": 0.7746614620089531, "decode.d8.loss_cls": 0.25736222267150877, "decode.d8.loss_mask": 0.5991680443286895, "decode.d8.loss_dice": 0.7711463525891304, "time": 0.5318199396133423, "memory": 7260, "step": 91650}
{"lr": 4.648074622708209e-06, "data_time": 0.009413337707519532, "grad_norm": 91.20320205688476, "loss": 17.909139919281007, "decode.loss_cls": 0.4083168812096119, "decode.loss_mask": 0.44039735943078995, "decode.loss_dice": 0.7088730096817016, "decode.d0.loss_cls": 1.9797297596931458, "decode.d0.loss_mask": 0.5050397634506225, "decode.d0.loss_dice": 0.8256667345762253, "decode.d1.loss_cls": 0.624383208155632, "decode.d1.loss_mask": 0.45776757299900056, "decode.d1.loss_dice": 0.7361227393150329, "decode.d2.loss_cls": 0.5173066839575767, "decode.d2.loss_mask": 0.4444685488939285, "decode.d2.loss_dice": 0.7321441054344178, "decode.d3.loss_cls": 0.4604672327637672, "decode.d3.loss_mask": 0.44330099523067473, "decode.d3.loss_dice": 0.7133132204413414, "decode.d4.loss_cls": 0.4591012753546238, "decode.d4.loss_mask": 0.44865710139274595, "decode.d4.loss_dice": 0.7308110371232033, "decode.d5.loss_cls": 0.37901292741298676, "decode.d5.loss_mask": 0.4536946162581444, "decode.d5.loss_dice": 0.7358717262744904, "decode.d6.loss_cls": 0.3778925769031048, "decode.d6.loss_mask": 0.447727108001709, "decode.d6.loss_dice": 0.7259208187460899, "decode.d7.loss_cls": 0.4399374298751354, "decode.d7.loss_mask": 0.4541024208068848, "decode.d7.loss_dice": 0.7236668989062309, "decode.d8.loss_cls": 0.38471473902463915, "decode.d8.loss_mask": 0.4429688185453415, "decode.d8.loss_dice": 0.7077623829245567, "time": 0.5327431917190552, "memory": 7188, "step": 91700}
{"lr": 4.645012089529142e-06, "data_time": 0.009097576141357422, "grad_norm": 99.66314659118652, "loss": 23.37622709274292, "decode.loss_cls": 0.4969611957669258, "decode.loss_mask": 0.6488647252321244, "decode.loss_dice": 0.9491096764802933, "decode.d0.loss_cls": 2.0422393441200257, "decode.d0.loss_mask": 0.7412099748849869, "decode.d0.loss_dice": 1.0943976163864135, "decode.d1.loss_cls": 0.6666212350130081, "decode.d1.loss_mask": 0.6719583183526993, "decode.d1.loss_dice": 0.9994429275393486, "decode.d2.loss_cls": 0.5868003651499748, "decode.d2.loss_mask": 0.6738941967487335, "decode.d2.loss_dice": 1.0025272160768508, "decode.d3.loss_cls": 0.5473701275885106, "decode.d3.loss_mask": 0.6707360595464706, "decode.d3.loss_dice": 0.9658729925751686, "decode.d4.loss_cls": 0.5225660249590873, "decode.d4.loss_mask": 0.6631232023239135, "decode.d4.loss_dice": 0.9765111178159713, "decode.d5.loss_cls": 0.4797318033874035, "decode.d5.loss_mask": 0.670236000418663, "decode.d5.loss_dice": 0.9964196071028709, "decode.d6.loss_cls": 0.4669693872332573, "decode.d6.loss_mask": 0.6484952956438065, "decode.d6.loss_dice": 0.984816175699234, "decode.d7.loss_cls": 0.4897970162332058, "decode.d7.loss_mask": 0.6504741549491883, "decode.d7.loss_dice": 0.9572766914963722, "decode.d8.loss_cls": 0.5111104153096676, "decode.d8.loss_mask": 0.6456657916307449, "decode.d8.loss_dice": 0.9550277993083001, "time": 0.5875891923904419, "memory": 7303, "step": 91750}
{"lr": 4.641949331980432e-06, "data_time": 0.009386944770812988, "grad_norm": 79.51951217651367, "loss": 19.679062843322754, "decode.loss_cls": 0.5046718060970307, "decode.loss_mask": 0.4853993058204651, "decode.loss_dice": 0.7006414055824279, "decode.d0.loss_cls": 2.126766788959503, "decode.d0.loss_mask": 0.5766655743122101, "decode.d0.loss_dice": 0.8334329336881637, "decode.d1.loss_cls": 0.6700868591666221, "decode.d1.loss_mask": 0.5443423241376877, "decode.d1.loss_dice": 0.7915027022361756, "decode.d2.loss_cls": 0.6523361474275589, "decode.d2.loss_mask": 0.5296593099832535, "decode.d2.loss_dice": 0.748621292412281, "decode.d3.loss_cls": 0.5974177077412606, "decode.d3.loss_mask": 0.50343659222126, "decode.d3.loss_dice": 0.7327025681734085, "decode.d4.loss_cls": 0.5367405369877816, "decode.d4.loss_mask": 0.4936977237462997, "decode.d4.loss_dice": 0.7321996748447418, "decode.d5.loss_cls": 0.5129964008927346, "decode.d5.loss_mask": 0.49303241074085236, "decode.d5.loss_dice": 0.7251085937023163, "decode.d6.loss_cls": 0.5054267168045044, "decode.d6.loss_mask": 0.494843327999115, "decode.d6.loss_dice": 0.7318139016628266, "decode.d7.loss_cls": 0.5221098750829697, "decode.d7.loss_mask": 0.48944154679775237, "decode.d7.loss_dice": 0.7265603214502334, "decode.d8.loss_cls": 0.5073848158121109, "decode.d8.loss_mask": 0.49379152059555054, "decode.d8.loss_dice": 0.7162314012646676, "time": 0.5631767988204956, "memory": 7297, "step": 91800}
{"lr": 4.6388863498811244e-06, "data_time": 0.009439682960510254, "grad_norm": 88.15402870178222, "loss": 22.742226791381835, "decode.loss_cls": 0.6217916078865529, "decode.loss_mask": 0.6868141472339631, "decode.loss_dice": 0.7740963369607925, "decode.d0.loss_cls": 1.9653161108493804, "decode.d0.loss_mask": 0.7779565393924713, "decode.d0.loss_dice": 0.8955337852239609, "decode.d1.loss_cls": 0.8275762617588043, "decode.d1.loss_mask": 0.7113049030303955, "decode.d1.loss_dice": 0.817500177025795, "decode.d2.loss_cls": 0.7178043320775032, "decode.d2.loss_mask": 0.7120099723339081, "decode.d2.loss_dice": 0.7933692991733551, "decode.d3.loss_cls": 0.6793365433812142, "decode.d3.loss_mask": 0.6840870380401611, "decode.d3.loss_dice": 0.769219571352005, "decode.d4.loss_cls": 0.6758837275207042, "decode.d4.loss_mask": 0.6909772634506226, "decode.d4.loss_dice": 0.7535640120506286, "decode.d5.loss_cls": 0.6061070129275322, "decode.d5.loss_mask": 0.6963435858488083, "decode.d5.loss_dice": 0.7518629848957061, "decode.d6.loss_cls": 0.5534273579716682, "decode.d6.loss_mask": 0.6877710908651352, "decode.d6.loss_dice": 0.7402720779180527, "decode.d7.loss_cls": 0.59529929459095, "decode.d7.loss_mask": 0.6747364699840546, "decode.d7.loss_dice": 0.7449125498533249, "decode.d8.loss_cls": 0.6697872713208198, "decode.d8.loss_mask": 0.6765644729137421, "decode.d8.loss_dice": 0.7910008788108825, "time": 0.5370297193527221, "memory": 7236, "step": 91850}
{"lr": 4.635823143049993e-06, "data_time": 0.009253311157226562, "grad_norm": 93.91633033752441, "loss": 23.813412570953368, "decode.loss_cls": 0.4588873893022537, "decode.loss_mask": 0.6597566068172455, "decode.loss_dice": 0.9734230488538742, "decode.d0.loss_cls": 1.955782675743103, "decode.d0.loss_mask": 0.7701171725988388, "decode.d0.loss_dice": 1.1136381894350051, "decode.d1.loss_cls": 0.5592143595218658, "decode.d1.loss_mask": 0.7533205717802047, "decode.d1.loss_dice": 1.0723224490880967, "decode.d2.loss_cls": 0.6577013492584228, "decode.d2.loss_mask": 0.6701987266540528, "decode.d2.loss_dice": 0.9868978798389435, "decode.d3.loss_cls": 0.5844622701406479, "decode.d3.loss_mask": 0.6759239733219147, "decode.d3.loss_dice": 0.9984233200550079, "decode.d4.loss_cls": 0.5769382983446121, "decode.d4.loss_mask": 0.6659684479236603, "decode.d4.loss_dice": 0.9828976064920425, "decode.d5.loss_cls": 0.5535768181085586, "decode.d5.loss_mask": 0.6523298352956772, "decode.d5.loss_dice": 0.9868842512369156, "decode.d6.loss_cls": 0.5425064101815223, "decode.d6.loss_mask": 0.6663881003856659, "decode.d6.loss_dice": 0.9951616257429123, "decode.d7.loss_cls": 0.5027287691831589, "decode.d7.loss_mask": 0.6735934913158417, "decode.d7.loss_dice": 0.9652832895517349, "decode.d8.loss_cls": 0.5292240887880325, "decode.d8.loss_mask": 0.6566391855478286, "decode.d8.loss_dice": 0.973223015666008, "time": 0.5359068870544433, "memory": 7315, "step": 91900}
{"lr": 4.632759711305535e-06, "data_time": 0.00921630859375, "grad_norm": 83.79409446716309, "loss": 23.989993572235107, "decode.loss_cls": 0.44644627571105955, "decode.loss_mask": 0.770588344335556, "decode.loss_dice": 0.9159214407205581, "decode.d0.loss_cls": 2.152054417133331, "decode.d0.loss_mask": 0.8411639988422394, "decode.d0.loss_dice": 1.0276747465133667, "decode.d1.loss_cls": 0.6399468287825585, "decode.d1.loss_mask": 0.8056743621826172, "decode.d1.loss_dice": 0.9688491970300674, "decode.d2.loss_cls": 0.5604542702436447, "decode.d2.loss_mask": 0.7826930522918701, "decode.d2.loss_dice": 0.9353420197963714, "decode.d3.loss_cls": 0.49606284499168396, "decode.d3.loss_mask": 0.7792665392160416, "decode.d3.loss_dice": 0.9562932252883911, "decode.d4.loss_cls": 0.48538223654031754, "decode.d4.loss_mask": 0.7728354424238205, "decode.d4.loss_dice": 0.9431132704019547, "decode.d5.loss_cls": 0.5098422363400459, "decode.d5.loss_mask": 0.7830552399158478, "decode.d5.loss_dice": 0.9357896775007248, "decode.d6.loss_cls": 0.46233408004045484, "decode.d6.loss_mask": 0.7850955903530121, "decode.d6.loss_dice": 0.9310085237026214, "decode.d7.loss_cls": 0.4534123584628105, "decode.d7.loss_mask": 0.7788155049085617, "decode.d7.loss_dice": 0.9225751221179962, "decode.d8.loss_cls": 0.456728008389473, "decode.d8.loss_mask": 0.7749637499451637, "decode.d8.loss_dice": 0.916609913110733, "time": 0.5594606876373291, "memory": 7358, "step": 91950}
{"lr": 4.629696054465955e-06, "data_time": 0.009464049339294433, "grad_norm": 91.16671295166016, "loss": 21.362449741363527, "decode.loss_cls": 0.4193761274218559, "decode.loss_mask": 0.5272956341505051, "decode.loss_dice": 0.9649138361215591, "decode.d0.loss_cls": 1.9993738532066345, "decode.d0.loss_mask": 0.5733222514390945, "decode.d0.loss_dice": 1.1064478754997253, "decode.d1.loss_cls": 0.6289859503507614, "decode.d1.loss_mask": 0.5402754932641983, "decode.d1.loss_dice": 1.0353069096803664, "decode.d2.loss_cls": 0.5364418223500251, "decode.d2.loss_mask": 0.5212371289730072, "decode.d2.loss_dice": 0.9845804959535599, "decode.d3.loss_cls": 0.425433287024498, "decode.d3.loss_mask": 0.51905757188797, "decode.d3.loss_dice": 1.000676119327545, "decode.d4.loss_cls": 0.41042874455451966, "decode.d4.loss_mask": 0.5281651675701141, "decode.d4.loss_dice": 1.0008438974618912, "decode.d5.loss_cls": 0.42228171676397325, "decode.d5.loss_mask": 0.5281870633363723, "decode.d5.loss_dice": 0.9807416588068009, "decode.d6.loss_cls": 0.3599491477012634, "decode.d6.loss_mask": 0.5280311852693558, "decode.d6.loss_dice": 0.9885115891695022, "decode.d7.loss_cls": 0.4001732110977173, "decode.d7.loss_mask": 0.5200352042913436, "decode.d7.loss_dice": 0.9912921369075776, "decode.d8.loss_cls": 0.4037062644958496, "decode.d8.loss_mask": 0.5315996676683425, "decode.d8.loss_dice": 0.985777747631073, "time": 0.5330377578735351, "memory": 7264, "step": 92000}
{"lr": 4.626632172349184e-06, "data_time": 0.009530162811279297, "grad_norm": 91.63083953857422, "loss": 24.879088115692138, "decode.loss_cls": 0.5487852185964585, "decode.loss_mask": 0.6307994782924652, "decode.loss_dice": 1.0098779916763305, "decode.d0.loss_cls": 2.355582046508789, "decode.d0.loss_mask": 0.6942974895238876, "decode.d0.loss_dice": 1.1880206435918808, "decode.d1.loss_cls": 0.7590317144989968, "decode.d1.loss_mask": 0.6542595595121383, "decode.d1.loss_dice": 1.085239866375923, "decode.d2.loss_cls": 0.7134434431791306, "decode.d2.loss_mask": 0.6456531077623368, "decode.d2.loss_dice": 1.0161140143871308, "decode.d3.loss_cls": 0.6739080563187599, "decode.d3.loss_mask": 0.6409350603818893, "decode.d3.loss_dice": 1.0097121477127076, "decode.d4.loss_cls": 0.6376819804310798, "decode.d4.loss_mask": 0.6356750756502152, "decode.d4.loss_dice": 1.0196601778268815, "decode.d5.loss_cls": 0.6424978032708168, "decode.d5.loss_mask": 0.6141035288572312, "decode.d5.loss_dice": 0.987536883354187, "decode.d6.loss_cls": 0.6497244194149971, "decode.d6.loss_mask": 0.628691378235817, "decode.d6.loss_dice": 1.0039026409387588, "decode.d7.loss_cls": 0.596367920935154, "decode.d7.loss_mask": 0.6383472412824631, "decode.d7.loss_dice": 1.0133173137903213, "decode.d8.loss_cls": 0.5181099280714989, "decode.d8.loss_mask": 0.6411956280469895, "decode.d8.loss_dice": 1.026615309715271, "time": 0.5362421989440918, "memory": 7194, "step": 92050}
{"lr": 4.623568064772874e-06, "data_time": 0.009254050254821778, "grad_norm": 82.71554870605469, "loss": 23.718650341033936, "decode.loss_cls": 0.34680961817502975, "decode.loss_mask": 0.6582240223884582, "decode.loss_dice": 1.0988370269536971, "decode.d0.loss_cls": 2.1862485289573668, "decode.d0.loss_mask": 0.7085286259651185, "decode.d0.loss_dice": 1.2551428824663162, "decode.d1.loss_cls": 0.5540485963225364, "decode.d1.loss_mask": 0.6882611304521561, "decode.d1.loss_dice": 1.131699737906456, "decode.d2.loss_cls": 0.49791303277015686, "decode.d2.loss_mask": 0.6537786394357681, "decode.d2.loss_dice": 1.1038711816072464, "decode.d3.loss_cls": 0.47480814158916473, "decode.d3.loss_mask": 0.6286199152469635, "decode.d3.loss_dice": 1.0721646577119828, "decode.d4.loss_cls": 0.4325989693403244, "decode.d4.loss_mask": 0.6359324365854263, "decode.d4.loss_dice": 1.0809522658586501, "decode.d5.loss_cls": 0.38238285332918165, "decode.d5.loss_mask": 0.6597460865974426, "decode.d5.loss_dice": 1.1061762690544128, "decode.d6.loss_cls": 0.4083253607153893, "decode.d6.loss_mask": 0.640250638127327, "decode.d6.loss_dice": 1.0746954202651977, "decode.d7.loss_cls": 0.3844065204262733, "decode.d7.loss_mask": 0.6470640420913696, "decode.d7.loss_dice": 1.0856568366289139, "decode.d8.loss_cls": 0.38084242045879363, "decode.d8.loss_mask": 0.6449710935354233, "decode.d8.loss_dice": 1.0956942290067673, "time": 0.5361562490463256, "memory": 7236, "step": 92100}
{"lr": 4.620503731554392e-06, "data_time": 0.009336042404174804, "grad_norm": 83.4960922241211, "loss": 18.630124616622926, "decode.loss_cls": 0.3025532215833664, "decode.loss_mask": 0.5437897711992263, "decode.loss_dice": 0.7574251033365726, "decode.d0.loss_cls": 1.7366998553276063, "decode.d0.loss_mask": 0.6295264169573784, "decode.d0.loss_dice": 0.9223608367145062, "decode.d1.loss_cls": 0.5933931306004524, "decode.d1.loss_mask": 0.5780696548521519, "decode.d1.loss_dice": 0.8536084964871407, "decode.d2.loss_cls": 0.4334719002246857, "decode.d2.loss_mask": 0.5815253421664238, "decode.d2.loss_dice": 0.8187950648367405, "decode.d3.loss_cls": 0.3533346727490425, "decode.d3.loss_mask": 0.5739130929112435, "decode.d3.loss_dice": 0.7725261829793453, "decode.d4.loss_cls": 0.31858709305524824, "decode.d4.loss_mask": 0.5715579442679882, "decode.d4.loss_dice": 0.7880524687469006, "decode.d5.loss_cls": 0.28117647469043733, "decode.d5.loss_mask": 0.5696124315261841, "decode.d5.loss_dice": 0.7822492808103562, "decode.d6.loss_cls": 0.28392621874809265, "decode.d6.loss_mask": 0.5709308043122292, "decode.d6.loss_dice": 0.7860398650169372, "decode.d7.loss_cls": 0.3074726827442646, "decode.d7.loss_mask": 0.5531272649765014, "decode.d7.loss_dice": 0.7674658335745335, "decode.d8.loss_cls": 0.2851556740701199, "decode.d8.loss_mask": 0.5515548884868622, "decode.d8.loss_dice": 0.7622228883206844, "time": 0.5590910196304322, "memory": 7214, "step": 92150}
{"lr": 4.617439172510823e-06, "data_time": 0.009127473831176758, "grad_norm": 86.63671836853027, "loss": 28.513075256347655, "decode.loss_cls": 0.6519159287214279, "decode.loss_mask": 0.8234914779663086, "decode.loss_dice": 1.0298324644565582, "decode.d0.loss_cls": 2.596277141571045, "decode.d0.loss_mask": 0.9330299943685532, "decode.d0.loss_dice": 1.3002530634403229, "decode.d1.loss_cls": 0.9486707955598831, "decode.d1.loss_mask": 0.8535866796970367, "decode.d1.loss_dice": 1.1282496392726897, "decode.d2.loss_cls": 0.8694018438458443, "decode.d2.loss_mask": 0.8248017847537994, "decode.d2.loss_dice": 1.0979595482349396, "decode.d3.loss_cls": 0.8272941321134567, "decode.d3.loss_mask": 0.8125009685754776, "decode.d3.loss_dice": 1.032743936777115, "decode.d4.loss_cls": 0.810830895602703, "decode.d4.loss_mask": 0.8118586003780365, "decode.d4.loss_dice": 1.0430008739233017, "decode.d5.loss_cls": 0.7574028998613358, "decode.d5.loss_mask": 0.8012416630983352, "decode.d5.loss_dice": 1.0373588502407074, "decode.d6.loss_cls": 0.6774454444646836, "decode.d6.loss_mask": 0.8123401314020157, "decode.d6.loss_dice": 1.0475796818733216, "decode.d7.loss_cls": 0.6421910673379898, "decode.d7.loss_mask": 0.8110835969448089, "decode.d7.loss_dice": 1.0294866621494294, "decode.d8.loss_cls": 0.6223697885870934, "decode.d8.loss_mask": 0.8270856112241745, "decode.d8.loss_dice": 1.0517889976501464, "time": 0.5320155620574951, "memory": 7216, "step": 92200}
{"lr": 4.614374387458967e-06, "data_time": 0.009335875511169434, "grad_norm": 88.38445358276367, "loss": 25.638224124908447, "decode.loss_cls": 0.765739269554615, "decode.loss_mask": 0.5874752551317215, "decode.loss_dice": 0.957471850514412, "decode.d0.loss_cls": 2.000596654415131, "decode.d0.loss_mask": 0.6057007640600205, "decode.d0.loss_dice": 1.1042513072490692, "decode.d1.loss_cls": 0.9661519914865494, "decode.d1.loss_mask": 0.5951180756092072, "decode.d1.loss_dice": 1.064187952876091, "decode.d2.loss_cls": 0.9334757536649704, "decode.d2.loss_mask": 0.599251651763916, "decode.d2.loss_dice": 1.0113002449274062, "decode.d3.loss_cls": 0.8520305678248405, "decode.d3.loss_mask": 0.6375817060470581, "decode.d3.loss_dice": 0.9878638714551926, "decode.d4.loss_cls": 0.7935001522302627, "decode.d4.loss_mask": 0.6370018720626831, "decode.d4.loss_dice": 0.9969757705926895, "decode.d5.loss_cls": 0.8582392409443855, "decode.d5.loss_mask": 0.6335797101259232, "decode.d5.loss_dice": 0.976047369837761, "decode.d6.loss_cls": 0.8054356887936592, "decode.d6.loss_mask": 0.62080317735672, "decode.d6.loss_dice": 0.9849123865365982, "decode.d7.loss_cls": 0.734400999546051, "decode.d7.loss_mask": 0.6188960939645767, "decode.d7.loss_dice": 0.9797659039497375, "decode.d8.loss_cls": 0.7555166006088256, "decode.d8.loss_mask": 0.6146945357322693, "decode.d8.loss_dice": 0.9602593719959259, "time": 0.5342151641845703, "memory": 7186, "step": 92250}
{"lr": 4.611309376215345e-06, "data_time": 0.00944817066192627, "grad_norm": 90.7165023803711, "loss": 22.507287788391114, "decode.loss_cls": 0.49905773587524893, "decode.loss_mask": 0.6031607300043106, "decode.loss_dice": 0.9089243590831757, "decode.d0.loss_cls": 1.9248314499855042, "decode.d0.loss_mask": 0.6530307412147522, "decode.d0.loss_dice": 1.0450530081987381, "decode.d1.loss_cls": 0.6955587655305863, "decode.d1.loss_mask": 0.6387767761945724, "decode.d1.loss_dice": 1.000852331519127, "decode.d2.loss_cls": 0.6033289436250925, "decode.d2.loss_mask": 0.622776848077774, "decode.d2.loss_dice": 0.981982296705246, "decode.d3.loss_cls": 0.5334201518446207, "decode.d3.loss_mask": 0.6014639168977738, "decode.d3.loss_dice": 0.9594593316316604, "decode.d4.loss_cls": 0.5378471173346042, "decode.d4.loss_mask": 0.5978110611438752, "decode.d4.loss_dice": 0.9768054723739624, "decode.d5.loss_cls": 0.49680412858724593, "decode.d5.loss_mask": 0.6038989067077637, "decode.d5.loss_dice": 0.9601833820343018, "decode.d6.loss_cls": 0.49788798242807386, "decode.d6.loss_mask": 0.5986324742436409, "decode.d6.loss_dice": 0.9330035746097565, "decode.d7.loss_cls": 0.4656735297292471, "decode.d7.loss_mask": 0.5974374815821648, "decode.d7.loss_dice": 0.9590180277824402, "decode.d8.loss_cls": 0.45259156748652457, "decode.d8.loss_mask": 0.6070517063140869, "decode.d8.loss_dice": 0.9509644418954849, "time": 0.5325786828994751, "memory": 7189, "step": 92300}
{"lr": 4.6082441385961935e-06, "data_time": 0.00936141014099121, "grad_norm": 90.06642456054688, "loss": 24.36952486038208, "decode.loss_cls": 0.8647823065519333, "decode.loss_mask": 0.5046541213989257, "decode.loss_dice": 0.7893965274095536, "decode.d0.loss_cls": 2.138990044593811, "decode.d0.loss_mask": 0.5998146921396256, "decode.d0.loss_dice": 0.9689553141593933, "decode.d1.loss_cls": 1.109323686361313, "decode.d1.loss_mask": 0.540434955060482, "decode.d1.loss_dice": 0.8743701279163361, "decode.d2.loss_cls": 0.9960197389125824, "decode.d2.loss_mask": 0.547538822889328, "decode.d2.loss_dice": 0.880097633600235, "decode.d3.loss_cls": 1.0292519509792328, "decode.d3.loss_mask": 0.5182380482554436, "decode.d3.loss_dice": 0.7931476414203644, "decode.d4.loss_cls": 0.9973066717386245, "decode.d4.loss_mask": 0.5253051191568374, "decode.d4.loss_dice": 0.8380605220794678, "decode.d5.loss_cls": 0.9300368666648865, "decode.d5.loss_mask": 0.5391330897808075, "decode.d5.loss_dice": 0.8216961920261383, "decode.d6.loss_cls": 0.9425807625055314, "decode.d6.loss_mask": 0.5179361432790757, "decode.d6.loss_dice": 0.780215147137642, "decode.d7.loss_cls": 0.8776537269353867, "decode.d7.loss_mask": 0.5053313821554184, "decode.d7.loss_dice": 0.7938626497983933, "decode.d8.loss_cls": 0.8643643915653229, "decode.d8.loss_mask": 0.5024297773838043, "decode.d8.loss_dice": 0.778596094250679, "time": 0.5336789131164551, "memory": 7241, "step": 92350}
{"lr": 4.605178674417457e-06, "data_time": 0.00964524745941162, "grad_norm": 86.53336448669434, "loss": 25.82620859146118, "decode.loss_cls": 0.4797115340828896, "decode.loss_mask": 0.7937615156173706, "decode.loss_dice": 1.0007827222347259, "decode.d0.loss_cls": 2.2079938888549804, "decode.d0.loss_mask": 0.8893827766180038, "decode.d0.loss_dice": 1.1701380789279938, "decode.d1.loss_cls": 0.6428378343582153, "decode.d1.loss_mask": 0.8637093394994736, "decode.d1.loss_dice": 1.0798041105270386, "decode.d2.loss_cls": 0.6019254356622696, "decode.d2.loss_mask": 0.8452666357159615, "decode.d2.loss_dice": 1.0330316364765166, "decode.d3.loss_cls": 0.5560123324394226, "decode.d3.loss_mask": 0.837473951280117, "decode.d3.loss_dice": 1.0097371280193328, "decode.d4.loss_cls": 0.5121758475899696, "decode.d4.loss_mask": 0.8392230063676834, "decode.d4.loss_dice": 1.0048023551702499, "decode.d5.loss_cls": 0.5421070277690887, "decode.d5.loss_mask": 0.834926089644432, "decode.d5.loss_dice": 1.0188016593456268, "decode.d6.loss_cls": 0.5793994992971421, "decode.d6.loss_mask": 0.829836305975914, "decode.d6.loss_dice": 0.990933746099472, "decode.d7.loss_cls": 0.4995600327849388, "decode.d7.loss_mask": 0.8321088343858719, "decode.d7.loss_dice": 0.9980783760547638, "decode.d8.loss_cls": 0.5297338113188743, "decode.d8.loss_mask": 0.801321280002594, "decode.d8.loss_dice": 1.0016308456659317, "time": 0.5344577550888061, "memory": 7226, "step": 92400}
{"lr": 4.602112983494794e-06, "data_time": 0.009308075904846192, "grad_norm": 103.02471771240235, "loss": 18.10318727493286, "decode.loss_cls": 0.4179762214422226, "decode.loss_mask": 0.49955394864082336, "decode.loss_dice": 0.6531982213258744, "decode.d0.loss_cls": 2.023922598361969, "decode.d0.loss_mask": 0.5760835319757461, "decode.d0.loss_dice": 0.7941524475812912, "decode.d1.loss_cls": 0.5598569691181183, "decode.d1.loss_mask": 0.5059879571199417, "decode.d1.loss_dice": 0.7113187968730926, "decode.d2.loss_cls": 0.5201081410050392, "decode.d2.loss_mask": 0.5105449452996254, "decode.d2.loss_dice": 0.7333322435617446, "decode.d3.loss_cls": 0.45657737702131274, "decode.d3.loss_mask": 0.49942244589328766, "decode.d3.loss_dice": 0.6692370787262917, "decode.d4.loss_cls": 0.4396019369363785, "decode.d4.loss_mask": 0.49807179570198057, "decode.d4.loss_dice": 0.6646663442254066, "decode.d5.loss_cls": 0.4676846757531166, "decode.d5.loss_mask": 0.4963098496198654, "decode.d5.loss_dice": 0.6421020075678825, "decode.d6.loss_cls": 0.44348773509263995, "decode.d6.loss_mask": 0.49211869537830355, "decode.d6.loss_dice": 0.6635659277439118, "decode.d7.loss_cls": 0.4383276358246803, "decode.d7.loss_mask": 0.4963240668177605, "decode.d7.loss_dice": 0.674463152885437, "decode.d8.loss_cls": 0.40692405998706815, "decode.d8.loss_mask": 0.4905111134052277, "decode.d8.loss_dice": 0.6577555641531945, "time": 0.5329902410507202, "memory": 7190, "step": 92450}
{"lr": 4.599047065643585e-06, "data_time": 0.009090828895568847, "grad_norm": 82.68078308105468, "loss": 23.417223358154295, "decode.loss_cls": 0.525296400487423, "decode.loss_mask": 0.6205967754125595, "decode.loss_dice": 0.9116219013929368, "decode.d0.loss_cls": 1.9485678374767303, "decode.d0.loss_mask": 0.6893014013767242, "decode.d0.loss_dice": 1.1483331501483918, "decode.d1.loss_cls": 0.7391996689140796, "decode.d1.loss_mask": 0.6364336490631104, "decode.d1.loss_dice": 1.0415250852704048, "decode.d2.loss_cls": 0.7242053300142288, "decode.d2.loss_mask": 0.6386842042207718, "decode.d2.loss_dice": 0.9716822683811188, "decode.d3.loss_cls": 0.6516625076532364, "decode.d3.loss_mask": 0.6285706579685211, "decode.d3.loss_dice": 0.9489839419722557, "decode.d4.loss_cls": 0.6477870605885983, "decode.d4.loss_mask": 0.6068586498498917, "decode.d4.loss_dice": 0.9445341914892197, "decode.d5.loss_cls": 0.5960759155452251, "decode.d5.loss_mask": 0.5994950890541076, "decode.d5.loss_dice": 0.9490279436111451, "decode.d6.loss_cls": 0.5499847248196602, "decode.d6.loss_mask": 0.6039495438337326, "decode.d6.loss_dice": 0.9246897578239441, "decode.d7.loss_cls": 0.5818263575434685, "decode.d7.loss_mask": 0.6039447367191315, "decode.d7.loss_dice": 0.9155407130718232, "decode.d8.loss_cls": 0.49990503787994384, "decode.d8.loss_mask": 0.622778269648552, "decode.d8.loss_dice": 0.9461612954735756, "time": 0.5318773031234741, "memory": 7233, "step": 92500}
{"lr": 4.595980920678914e-06, "data_time": 0.009397053718566894, "grad_norm": 85.58434867858887, "loss": 26.182660579681396, "decode.loss_cls": 0.6005753517150879, "decode.loss_mask": 0.7166926816105843, "decode.loss_dice": 1.0336606979370118, "decode.d0.loss_cls": 2.2039929628372192, "decode.d0.loss_mask": 0.87929757386446, "decode.d0.loss_dice": 1.275213435292244, "decode.d1.loss_cls": 0.8630278259515762, "decode.d1.loss_mask": 0.7606614634394646, "decode.d1.loss_dice": 1.1283875346183776, "decode.d2.loss_cls": 0.7739035964012146, "decode.d2.loss_mask": 0.7246159896254539, "decode.d2.loss_dice": 1.0802895486354829, "decode.d3.loss_cls": 0.6952933624386788, "decode.d3.loss_mask": 0.7123573809862137, "decode.d3.loss_dice": 1.0502764970064162, "decode.d4.loss_cls": 0.5805652841925621, "decode.d4.loss_mask": 0.7074116706848145, "decode.d4.loss_dice": 1.0272495925426484, "decode.d5.loss_cls": 0.599055053293705, "decode.d5.loss_mask": 0.7037248924374581, "decode.d5.loss_dice": 1.056424966454506, "decode.d6.loss_cls": 0.5945236518979072, "decode.d6.loss_mask": 0.7185843050479889, "decode.d6.loss_dice": 1.0402083307504655, "decode.d7.loss_cls": 0.5784400686621666, "decode.d7.loss_mask": 0.7120206087827683, "decode.d7.loss_dice": 1.0336677104234695, "decode.d8.loss_cls": 0.5731010556221008, "decode.d8.loss_mask": 0.7137707471847534, "decode.d8.loss_dice": 1.04566633105278, "time": 0.5344496726989746, "memory": 7254, "step": 92550}
{"lr": 4.592914548415586e-06, "data_time": 0.009230422973632812, "grad_norm": 86.00785598754882, "loss": 25.372719955444335, "decode.loss_cls": 0.6137362077832222, "decode.loss_mask": 0.6818471997976303, "decode.loss_dice": 0.9984385073184967, "decode.d0.loss_cls": 1.952044826745987, "decode.d0.loss_mask": 0.7154809296131134, "decode.d0.loss_dice": 1.1950997948646545, "decode.d1.loss_cls": 0.7983467355370522, "decode.d1.loss_mask": 0.7674815744161606, "decode.d1.loss_dice": 1.145408922433853, "decode.d2.loss_cls": 0.6402957201004028, "decode.d2.loss_mask": 0.7183312475681305, "decode.d2.loss_dice": 1.118897396326065, "decode.d3.loss_cls": 0.6807634457945824, "decode.d3.loss_mask": 0.7184197843074799, "decode.d3.loss_dice": 0.9991244807839393, "decode.d4.loss_cls": 0.7485240116715431, "decode.d4.loss_mask": 0.6910282075405121, "decode.d4.loss_dice": 0.9835488066077233, "decode.d5.loss_cls": 0.6287167862057685, "decode.d5.loss_mask": 0.7082298249006271, "decode.d5.loss_dice": 1.0074281841516495, "decode.d6.loss_cls": 0.5809046939015389, "decode.d6.loss_mask": 0.6802610665559768, "decode.d6.loss_dice": 1.0002022609114647, "decode.d7.loss_cls": 0.6179687529802322, "decode.d7.loss_mask": 0.6867664068937301, "decode.d7.loss_dice": 0.998831593990326, "decode.d8.loss_cls": 0.6103115200996398, "decode.d8.loss_mask": 0.6879763215780258, "decode.d8.loss_dice": 0.9983050733804703, "time": 0.5331290483474731, "memory": 7260, "step": 92600}
{"lr": 4.589847948668114e-06, "data_time": 0.00924074649810791, "grad_norm": 105.09729766845703, "loss": 21.089900016784668, "decode.loss_cls": 0.5141695603728295, "decode.loss_mask": 0.5488344535231591, "decode.loss_dice": 0.8507204502820969, "decode.d0.loss_cls": 1.9974957704544067, "decode.d0.loss_mask": 0.6153069853782653, "decode.d0.loss_dice": 0.9455169975757599, "decode.d1.loss_cls": 0.6646437361836434, "decode.d1.loss_mask": 0.5703484237194061, "decode.d1.loss_dice": 0.8893411427736282, "decode.d2.loss_cls": 0.5755283966660499, "decode.d2.loss_mask": 0.5699908554553985, "decode.d2.loss_dice": 0.8755505234003067, "decode.d3.loss_cls": 0.5455951914191246, "decode.d3.loss_mask": 0.5640753135085106, "decode.d3.loss_dice": 0.8717046499252319, "decode.d4.loss_cls": 0.500850348174572, "decode.d4.loss_mask": 0.5748869836330414, "decode.d4.loss_dice": 0.8686412662267685, "decode.d5.loss_cls": 0.4943726286292076, "decode.d5.loss_mask": 0.5563321977853775, "decode.d5.loss_dice": 0.8349013939499855, "decode.d6.loss_cls": 0.47281479835510254, "decode.d6.loss_mask": 0.5577803492546082, "decode.d6.loss_dice": 0.840817628800869, "decode.d7.loss_cls": 0.4688817337155342, "decode.d7.loss_mask": 0.543486675620079, "decode.d7.loss_dice": 0.8470899581909179, "decode.d8.loss_cls": 0.516558438539505, "decode.d8.loss_mask": 0.548120555281639, "decode.d8.loss_dice": 0.865541759133339, "time": 0.5352521419525147, "memory": 7207, "step": 92650}
{"lr": 4.586781121250718e-06, "data_time": 0.009264755249023437, "grad_norm": 109.49237518310547, "loss": 28.609385204315185, "decode.loss_cls": 0.6020474370568991, "decode.loss_mask": 0.7402842015027999, "decode.loss_dice": 1.2038592033088207, "decode.d0.loss_cls": 2.611363184452057, "decode.d0.loss_mask": 0.8615089178085327, "decode.d0.loss_dice": 1.458140205591917, "decode.d1.loss_cls": 0.8046329163014889, "decode.d1.loss_mask": 0.8205153986811637, "decode.d1.loss_dice": 1.3705530330538749, "decode.d2.loss_cls": 0.6778848946094513, "decode.d2.loss_mask": 0.7739389762282372, "decode.d2.loss_dice": 1.2546084359288217, "decode.d3.loss_cls": 0.6565162606537343, "decode.d3.loss_mask": 0.7326335728168487, "decode.d3.loss_dice": 1.2002550423145295, "decode.d4.loss_cls": 0.6443634681403637, "decode.d4.loss_mask": 0.7442651018500328, "decode.d4.loss_dice": 1.1893784031271935, "decode.d5.loss_cls": 0.6518216349184514, "decode.d5.loss_mask": 0.7481653392314911, "decode.d5.loss_dice": 1.1981357507407666, "decode.d6.loss_cls": 0.6232391841709614, "decode.d6.loss_mask": 0.7418493196368218, "decode.d6.loss_dice": 1.2090396992862225, "decode.d7.loss_cls": 0.6162915617227555, "decode.d7.loss_mask": 0.7372235983610154, "decode.d7.loss_dice": 1.1992398977279664, "decode.d8.loss_cls": 0.5806519895792007, "decode.d8.loss_mask": 0.7464375227689743, "decode.d8.loss_dice": 1.2105413228273392, "time": 0.5566910982131958, "memory": 7232, "step": 92700}
{"lr": 4.583714065977326e-06, "data_time": 0.009209132194519043, "grad_norm": 81.98737373352051, "loss": 19.36699423789978, "decode.loss_cls": 0.3085571102797985, "decode.loss_mask": 0.6450385108590126, "decode.loss_dice": 0.7817904591560364, "decode.d0.loss_cls": 1.8689141154289246, "decode.d0.loss_mask": 0.6848840311169624, "decode.d0.loss_dice": 0.9034156665205956, "decode.d1.loss_cls": 0.5407255575060844, "decode.d1.loss_mask": 0.6403287872672081, "decode.d1.loss_dice": 0.8391518786549568, "decode.d2.loss_cls": 0.38015893548727037, "decode.d2.loss_mask": 0.6561047390103341, "decode.d2.loss_dice": 0.8052247360348701, "decode.d3.loss_cls": 0.338174507021904, "decode.d3.loss_mask": 0.6443187713623046, "decode.d3.loss_dice": 0.7806855335831642, "decode.d4.loss_cls": 0.30392263680696485, "decode.d4.loss_mask": 0.6387985810637474, "decode.d4.loss_dice": 0.7822509452700614, "decode.d5.loss_cls": 0.3087018832564354, "decode.d5.loss_mask": 0.6385687291622162, "decode.d5.loss_dice": 0.7688657656311989, "decode.d6.loss_cls": 0.3006664738059044, "decode.d6.loss_mask": 0.6345387890934944, "decode.d6.loss_dice": 0.770433346927166, "decode.d7.loss_cls": 0.301431143283844, "decode.d7.loss_mask": 0.6311365216970444, "decode.d7.loss_dice": 0.7608851522207261, "decode.d8.loss_cls": 0.29137523248791697, "decode.d8.loss_mask": 0.6387505173683167, "decode.d8.loss_dice": 0.7791947811841965, "time": 0.5560740947723388, "memory": 7243, "step": 92750}
{"lr": 4.580646782661587e-06, "data_time": 0.009162425994873047, "grad_norm": 92.46707382202149, "loss": 24.189603328704834, "decode.loss_cls": 0.421690434217453, "decode.loss_mask": 0.7814288765192032, "decode.loss_dice": 0.9628387063741684, "decode.d0.loss_cls": 1.8527334570884704, "decode.d0.loss_mask": 0.8868367433547973, "decode.d0.loss_dice": 1.1478944212198257, "decode.d1.loss_cls": 0.6288042858242988, "decode.d1.loss_mask": 0.8043285936117173, "decode.d1.loss_dice": 1.0378323137760161, "decode.d2.loss_cls": 0.5735343188047409, "decode.d2.loss_mask": 0.8123998135328293, "decode.d2.loss_dice": 1.0135265707969665, "decode.d3.loss_cls": 0.5006659358739853, "decode.d3.loss_mask": 0.7866780698299408, "decode.d3.loss_dice": 1.0012717187404632, "decode.d4.loss_cls": 0.441961894929409, "decode.d4.loss_mask": 0.7864133030176162, "decode.d4.loss_dice": 0.9695734500885009, "decode.d5.loss_cls": 0.45695256516337396, "decode.d5.loss_mask": 0.7832461461424828, "decode.d5.loss_dice": 0.979979744553566, "decode.d6.loss_cls": 0.452255667001009, "decode.d6.loss_mask": 0.7821313619613648, "decode.d6.loss_dice": 0.9593999892473221, "decode.d7.loss_cls": 0.41566463112831115, "decode.d7.loss_mask": 0.7912844866514206, "decode.d7.loss_dice": 0.9750328302383423, "decode.d8.loss_cls": 0.4321945905685425, "decode.d8.loss_mask": 0.7823493391275406, "decode.d8.loss_dice": 0.9686998814344406, "time": 0.5340672016143799, "memory": 7254, "step": 92800}
{"lr": 4.577579271116855e-06, "data_time": 0.009209084510803222, "grad_norm": 77.62042083740235, "loss": 23.65366439819336, "decode.loss_cls": 0.5442304037511349, "decode.loss_mask": 0.513402296602726, "decode.loss_dice": 1.020267489552498, "decode.d0.loss_cls": 2.234899437427521, "decode.d0.loss_mask": 0.6118464559316635, "decode.d0.loss_dice": 1.2643388748168944, "decode.d1.loss_cls": 0.7208176299929618, "decode.d1.loss_mask": 0.5501116529107094, "decode.d1.loss_dice": 1.1214961230754852, "decode.d2.loss_cls": 0.6274970769882202, "decode.d2.loss_mask": 0.5345810487866401, "decode.d2.loss_dice": 1.0924432694911956, "decode.d3.loss_cls": 0.6282176971435547, "decode.d3.loss_mask": 0.5297290086746216, "decode.d3.loss_dice": 1.066394603252411, "decode.d4.loss_cls": 0.5702726349234581, "decode.d4.loss_mask": 0.5454517796635627, "decode.d4.loss_dice": 1.049737423658371, "decode.d5.loss_cls": 0.5954418405890465, "decode.d5.loss_mask": 0.5258853480219841, "decode.d5.loss_dice": 1.031340056657791, "decode.d6.loss_cls": 0.5555606998503209, "decode.d6.loss_mask": 0.5266717135906219, "decode.d6.loss_dice": 1.0286839365959168, "decode.d7.loss_cls": 0.5265607565641404, "decode.d7.loss_mask": 0.5345737785100937, "decode.d7.loss_dice": 1.0373696655035018, "decode.d8.loss_cls": 0.5111036829650402, "decode.d8.loss_mask": 0.5351871341466904, "decode.d8.loss_dice": 1.0195507109165192, "time": 0.5348536729812622, "memory": 7212, "step": 92850}
{"lr": 4.574511531156184e-06, "data_time": 0.009359097480773926, "grad_norm": 84.91913146972657, "loss": 23.799744510650633, "decode.loss_cls": 0.5568752497434616, "decode.loss_mask": 0.5413548886775971, "decode.loss_dice": 1.031116497516632, "decode.d0.loss_cls": 2.046580410003662, "decode.d0.loss_mask": 0.6098317503929138, "decode.d0.loss_dice": 1.2502151370048522, "decode.d1.loss_cls": 0.7951830297708511, "decode.d1.loss_mask": 0.6109262049198151, "decode.d1.loss_dice": 1.1333769798278808, "decode.d2.loss_cls": 0.6322175562381744, "decode.d2.loss_mask": 0.5772255688905716, "decode.d2.loss_dice": 1.0877124071121216, "decode.d3.loss_cls": 0.6286359578371048, "decode.d3.loss_mask": 0.5436511218547821, "decode.d3.loss_dice": 1.0351744443178177, "decode.d4.loss_cls": 0.5719374924898147, "decode.d4.loss_mask": 0.5362230628728867, "decode.d4.loss_dice": 1.0560211837291718, "decode.d5.loss_cls": 0.6070003107190132, "decode.d5.loss_mask": 0.5356136053800583, "decode.d5.loss_dice": 1.0534266650676727, "decode.d6.loss_cls": 0.5375687330961227, "decode.d6.loss_mask": 0.5470556408166886, "decode.d6.loss_dice": 1.0421557128429413, "decode.d7.loss_cls": 0.5286499798297882, "decode.d7.loss_mask": 0.527655354142189, "decode.d7.loss_dice": 1.0450403720140458, "decode.d8.loss_cls": 0.551184530556202, "decode.d8.loss_mask": 0.5399568647146225, "decode.d8.loss_dice": 1.0401775121688843, "time": 0.5337342977523803, "memory": 7296, "step": 92900}
{"lr": 4.57144356259234e-06, "data_time": 0.009094548225402833, "grad_norm": 78.92449569702148, "loss": 26.73628873825073, "decode.loss_cls": 0.7165544778108597, "decode.loss_mask": 0.594618308544159, "decode.loss_dice": 1.0597382128238677, "decode.d0.loss_cls": 2.4174477577209474, "decode.d0.loss_mask": 0.6722691267728805, "decode.d0.loss_dice": 1.3070450305938721, "decode.d1.loss_cls": 0.9738406658172607, "decode.d1.loss_mask": 0.6434190601110459, "decode.d1.loss_dice": 1.1595801889896393, "decode.d2.loss_cls": 0.8684135988354683, "decode.d2.loss_mask": 0.6294396430253982, "decode.d2.loss_dice": 1.1089675784111024, "decode.d3.loss_cls": 0.8000241741538048, "decode.d3.loss_mask": 0.6100753873586655, "decode.d3.loss_dice": 1.0853357851505279, "decode.d4.loss_cls": 0.8197706073522568, "decode.d4.loss_mask": 0.6031343638896942, "decode.d4.loss_dice": 1.060989546775818, "decode.d5.loss_cls": 0.7268974021077156, "decode.d5.loss_mask": 0.5997347950935363, "decode.d5.loss_dice": 1.071558690071106, "decode.d6.loss_cls": 0.7458506688475609, "decode.d6.loss_mask": 0.6057328194379806, "decode.d6.loss_dice": 1.079737812280655, "decode.d7.loss_cls": 0.7283958926796913, "decode.d7.loss_mask": 0.5880747944116592, "decode.d7.loss_dice": 1.063591766357422, "decode.d8.loss_cls": 0.7364897549152374, "decode.d8.loss_mask": 0.5942168593406677, "decode.d8.loss_dice": 1.0653448522090911, "time": 0.5323768377304077, "memory": 7225, "step": 92950}
{"lr": 4.568375365237796e-06, "data_time": 0.009253191947937011, "grad_norm": 92.67778549194335, "loss": 22.33725538253784, "decode.loss_cls": 0.36660590916872027, "decode.loss_mask": 0.6805107146501541, "decode.loss_dice": 0.9054409682750701, "decode.d0.loss_cls": 1.9933354079723358, "decode.d0.loss_mask": 0.7692560315132141, "decode.d0.loss_dice": 1.126155462861061, "decode.d1.loss_cls": 0.5797619692981243, "decode.d1.loss_mask": 0.7807358205318451, "decode.d1.loss_dice": 1.010576429963112, "decode.d2.loss_cls": 0.4690811961889267, "decode.d2.loss_mask": 0.6987183421850205, "decode.d2.loss_dice": 0.9391558080911636, "decode.d3.loss_cls": 0.4550777286291122, "decode.d3.loss_mask": 0.6988114058971405, "decode.d3.loss_dice": 0.9050617694854737, "decode.d4.loss_cls": 0.44779042452573775, "decode.d4.loss_mask": 0.6982753574848175, "decode.d4.loss_dice": 0.9127177089452744, "decode.d5.loss_cls": 0.401840066164732, "decode.d5.loss_mask": 0.691738510131836, "decode.d5.loss_dice": 0.9102533549070358, "decode.d6.loss_cls": 0.4178054168820381, "decode.d6.loss_mask": 0.6796340703964233, "decode.d6.loss_dice": 0.8927838057279587, "decode.d7.loss_cls": 0.4035774767398834, "decode.d7.loss_mask": 0.6834393292665482, "decode.d7.loss_dice": 0.8998611360788346, "decode.d8.loss_cls": 0.3534264639019966, "decode.d8.loss_mask": 0.680698636174202, "decode.d8.loss_dice": 0.8851291447877884, "time": 0.530560040473938, "memory": 7216, "step": 93000}
{"lr": 4.565306938904736e-06, "data_time": 0.009397482872009278, "grad_norm": 90.47273483276368, "loss": 22.543921756744385, "decode.loss_cls": 0.548906023055315, "decode.loss_mask": 0.6119469851255417, "decode.loss_dice": 0.9289431631565094, "decode.d0.loss_cls": 1.890662467479706, "decode.d0.loss_mask": 0.6371357247233391, "decode.d0.loss_dice": 1.0903503358364106, "decode.d1.loss_cls": 0.6360272958874702, "decode.d1.loss_mask": 0.6426063776016235, "decode.d1.loss_dice": 1.0068030059337616, "decode.d2.loss_cls": 0.5329641342163086, "decode.d2.loss_mask": 0.6548785895109177, "decode.d2.loss_dice": 0.9574165284633637, "decode.d3.loss_cls": 0.522820608317852, "decode.d3.loss_mask": 0.6457446053624153, "decode.d3.loss_dice": 0.9380229651927948, "decode.d4.loss_cls": 0.507333368808031, "decode.d4.loss_mask": 0.6374472826719284, "decode.d4.loss_dice": 0.9151486396789551, "decode.d5.loss_cls": 0.47821702510118486, "decode.d5.loss_mask": 0.6439590200781822, "decode.d5.loss_dice": 0.9311002969741822, "decode.d6.loss_cls": 0.5274560257792473, "decode.d6.loss_mask": 0.6303446307778359, "decode.d6.loss_dice": 0.9220065712928772, "decode.d7.loss_cls": 0.5316838949918747, "decode.d7.loss_mask": 0.6061619237065315, "decode.d7.loss_dice": 0.9243863105773926, "decode.d8.loss_cls": 0.5135958641767502, "decode.d8.loss_mask": 0.6039533957839012, "decode.d8.loss_dice": 0.9258983492851257, "time": 0.5367522239685059, "memory": 7227, "step": 93050}
{"lr": 4.562238283405044e-06, "data_time": 0.00939164161682129, "grad_norm": 100.33206443786621, "loss": 22.781334781646727, "decode.loss_cls": 0.5828408055007458, "decode.loss_mask": 0.5823705673217774, "decode.loss_dice": 0.8205294668674469, "decode.d0.loss_cls": 2.3294105052948, "decode.d0.loss_mask": 0.6930500388145446, "decode.d0.loss_dice": 1.0299079358577727, "decode.d1.loss_cls": 0.7461732149124145, "decode.d1.loss_mask": 0.6643719673156738, "decode.d1.loss_dice": 0.9265913963317871, "decode.d2.loss_cls": 0.5594797909259797, "decode.d2.loss_mask": 0.6393412292003632, "decode.d2.loss_dice": 0.8777064859867096, "decode.d3.loss_cls": 0.6303231626749038, "decode.d3.loss_mask": 0.6031032055616379, "decode.d3.loss_dice": 0.8594086825847626, "decode.d4.loss_cls": 0.6406028755009174, "decode.d4.loss_mask": 0.5921812802553177, "decode.d4.loss_dice": 0.865131014585495, "decode.d5.loss_cls": 0.6329901747405529, "decode.d5.loss_mask": 0.5887522891163826, "decode.d5.loss_dice": 0.8635239869356155, "decode.d6.loss_cls": 0.6174487642943859, "decode.d6.loss_mask": 0.5856861263513565, "decode.d6.loss_dice": 0.8361126095056534, "decode.d7.loss_cls": 0.5462780579924583, "decode.d7.loss_mask": 0.5977999418973923, "decode.d7.loss_dice": 0.8599185675382615, "decode.d8.loss_cls": 0.5956827118992806, "decode.d8.loss_mask": 0.5886246770620346, "decode.d8.loss_dice": 0.8259931474924087, "time": 0.5574531078338623, "memory": 7232, "step": 93100}
{"lr": 4.559169398550308e-06, "data_time": 0.009400653839111327, "grad_norm": 81.75774536132812, "loss": 25.387841510772706, "decode.loss_cls": 0.5543733760714531, "decode.loss_mask": 0.6217548251152039, "decode.loss_dice": 1.0651488900184631, "decode.d0.loss_cls": 2.2012980699539186, "decode.d0.loss_mask": 0.7503926783800126, "decode.d0.loss_dice": 1.287918286025524, "decode.d1.loss_cls": 0.6605897277593613, "decode.d1.loss_mask": 0.694825941324234, "decode.d1.loss_dice": 1.1922710627317428, "decode.d2.loss_cls": 0.6233865216374397, "decode.d2.loss_mask": 0.6840498834848404, "decode.d2.loss_dice": 1.1141956984996795, "decode.d3.loss_cls": 0.6141791388392448, "decode.d3.loss_mask": 0.6869832068681717, "decode.d3.loss_dice": 1.107145181298256, "decode.d4.loss_cls": 0.5485595673322677, "decode.d4.loss_mask": 0.690778049826622, "decode.d4.loss_dice": 1.096660378575325, "decode.d5.loss_cls": 0.5983420476317406, "decode.d5.loss_mask": 0.6567578911781311, "decode.d5.loss_dice": 1.096995410323143, "decode.d6.loss_cls": 0.5138007253408432, "decode.d6.loss_mask": 0.6425346732139587, "decode.d6.loss_dice": 1.0718832030892371, "decode.d7.loss_cls": 0.618649759888649, "decode.d7.loss_mask": 0.6330886900424957, "decode.d7.loss_dice": 1.068635928630829, "decode.d8.loss_cls": 0.5728074938058854, "decode.d8.loss_mask": 0.6352558940649032, "decode.d8.loss_dice": 1.084578412771225, "time": 0.5317854642868042, "memory": 7206, "step": 93150}
{"lr": 4.556100284151822e-06, "data_time": 0.009473443031311035, "grad_norm": 82.65605163574219, "loss": 19.72830934524536, "decode.loss_cls": 0.4507136955857277, "decode.loss_mask": 0.5143867880105972, "decode.loss_dice": 0.7597634434700012, "decode.d0.loss_cls": 2.0144737541675566, "decode.d0.loss_mask": 0.542092913389206, "decode.d0.loss_dice": 0.8964639186859131, "decode.d1.loss_cls": 0.653593099117279, "decode.d1.loss_mask": 0.5100565284490586, "decode.d1.loss_dice": 0.8027019828557969, "decode.d2.loss_cls": 0.5943610370159149, "decode.d2.loss_mask": 0.5201260834932327, "decode.d2.loss_dice": 0.8088495761156083, "decode.d3.loss_cls": 0.5282983466982841, "decode.d3.loss_mask": 0.5063932478427887, "decode.d3.loss_dice": 0.7817596644163132, "decode.d4.loss_cls": 0.4929225116968155, "decode.d4.loss_mask": 0.5061410784721374, "decode.d4.loss_dice": 0.7868935883045196, "decode.d5.loss_cls": 0.4985625669360161, "decode.d5.loss_mask": 0.5044449597597123, "decode.d5.loss_dice": 0.7884028375148773, "decode.d6.loss_cls": 0.4760847955942154, "decode.d6.loss_mask": 0.5107546657323837, "decode.d6.loss_dice": 0.7755277693271637, "decode.d7.loss_cls": 0.4706911608576775, "decode.d7.loss_mask": 0.5065213769674302, "decode.d7.loss_dice": 0.7805518925189971, "decode.d8.loss_cls": 0.4653385117650032, "decode.d8.loss_mask": 0.5058000028133393, "decode.d8.loss_dice": 0.7756385952234268, "time": 0.5341584205627441, "memory": 7260, "step": 93200}
{"lr": 4.5530309400205866e-06, "data_time": 0.009332704544067382, "grad_norm": 90.17469940185546, "loss": 28.947410774230956, "decode.loss_cls": 0.5494883388280869, "decode.loss_mask": 0.763514193892479, "decode.loss_dice": 1.2305081009864807, "decode.d0.loss_cls": 2.5279014348983764, "decode.d0.loss_mask": 0.8081347703933716, "decode.d0.loss_dice": 1.3750030636787414, "decode.d1.loss_cls": 0.9542587965726852, "decode.d1.loss_mask": 0.8164735436439514, "decode.d1.loss_dice": 1.2814443826675415, "decode.d2.loss_cls": 0.7149106875061989, "decode.d2.loss_mask": 0.8207233101129532, "decode.d2.loss_dice": 1.2049278736114502, "decode.d3.loss_cls": 0.6889041170477868, "decode.d3.loss_mask": 0.7755873471498489, "decode.d3.loss_dice": 1.178098726272583, "decode.d4.loss_cls": 0.6714303605258465, "decode.d4.loss_mask": 0.7656558871269226, "decode.d4.loss_dice": 1.2192206144332887, "decode.d5.loss_cls": 0.6907014101743698, "decode.d5.loss_mask": 0.7661048889160156, "decode.d5.loss_dice": 1.218618243932724, "decode.d6.loss_cls": 0.6638196796178818, "decode.d6.loss_mask": 0.7840757429599762, "decode.d6.loss_dice": 1.2143926084041596, "decode.d7.loss_cls": 0.6324019193649292, "decode.d7.loss_mask": 0.77878457903862, "decode.d7.loss_dice": 1.2521816968917847, "decode.d8.loss_cls": 0.6130000203847885, "decode.d8.loss_mask": 0.7622382372617722, "decode.d8.loss_dice": 1.2249069929122924, "time": 0.5321763038635254, "memory": 7224, "step": 93250}
{"lr": 4.5499613659672955e-06, "data_time": 0.009261631965637207, "grad_norm": 86.87441635131836, "loss": 22.222871112823487, "decode.loss_cls": 0.583921355381608, "decode.loss_mask": 0.6058545112609863, "decode.loss_dice": 0.8570137262344361, "decode.d0.loss_cls": 1.895233416557312, "decode.d0.loss_mask": 0.6134799242019653, "decode.d0.loss_dice": 0.9563090234994889, "decode.d1.loss_cls": 0.6622130692005157, "decode.d1.loss_mask": 0.6162661641836167, "decode.d1.loss_dice": 0.9282158076763153, "decode.d2.loss_cls": 0.6622883185744286, "decode.d2.loss_mask": 0.589357215166092, "decode.d2.loss_dice": 0.8821784824132919, "decode.d3.loss_cls": 0.5939376309514046, "decode.d3.loss_mask": 0.5987061947584152, "decode.d3.loss_dice": 0.8631048560142517, "decode.d4.loss_cls": 0.5534613288938999, "decode.d4.loss_mask": 0.6003239452838898, "decode.d4.loss_dice": 0.8880000084638595, "decode.d5.loss_cls": 0.5878984354436397, "decode.d5.loss_mask": 0.5951205253601074, "decode.d5.loss_dice": 0.8793918073177338, "decode.d6.loss_cls": 0.5827798966318369, "decode.d6.loss_mask": 0.5990537375211715, "decode.d6.loss_dice": 0.8961304217576981, "decode.d7.loss_cls": 0.6097702860832215, "decode.d7.loss_mask": 0.6007019504904747, "decode.d7.loss_dice": 0.8931768923997879, "decode.d8.loss_cls": 0.5494816653430462, "decode.d8.loss_mask": 0.6017079621553421, "decode.d8.loss_dice": 0.877792090177536, "time": 0.5589101076126098, "memory": 7230, "step": 93300}
{"lr": 4.546891561802357e-06, "data_time": 0.009394431114196777, "grad_norm": 84.04307708740234, "loss": 18.65043439865112, "decode.loss_cls": 0.3838464617729187, "decode.loss_mask": 0.5017094507813453, "decode.loss_dice": 0.7382560133934021, "decode.d0.loss_cls": 2.16592218875885, "decode.d0.loss_mask": 0.52117018699646, "decode.d0.loss_dice": 0.8687621653079987, "decode.d1.loss_cls": 0.5638462767004967, "decode.d1.loss_mask": 0.5162069648504257, "decode.d1.loss_dice": 0.8184103339910507, "decode.d2.loss_cls": 0.47446106374263763, "decode.d2.loss_mask": 0.47580510228872297, "decode.d2.loss_dice": 0.7795648843050003, "decode.d3.loss_cls": 0.4279180496931076, "decode.d3.loss_mask": 0.48019497394561766, "decode.d3.loss_dice": 0.7481160938739777, "decode.d4.loss_cls": 0.4812118232250214, "decode.d4.loss_mask": 0.455927112698555, "decode.d4.loss_dice": 0.7180383712053299, "decode.d5.loss_cls": 0.4074467092752457, "decode.d5.loss_mask": 0.48857790380716326, "decode.d5.loss_dice": 0.7390031456947327, "decode.d6.loss_cls": 0.3704156711697578, "decode.d6.loss_mask": 0.5082394376397132, "decode.d6.loss_dice": 0.7532123148441314, "decode.d7.loss_cls": 0.44298906773328783, "decode.d7.loss_mask": 0.4786164179444313, "decode.d7.loss_dice": 0.7224510192871094, "decode.d8.loss_cls": 0.36413394659757614, "decode.d8.loss_mask": 0.4960720330476761, "decode.d8.loss_dice": 0.7599085807800293, "time": 0.5617867231369018, "memory": 7208, "step": 93350}
{"lr": 4.543821527335869e-06, "data_time": 0.009234356880187988, "grad_norm": 81.91627426147461, "loss": 20.444079065322875, "decode.loss_cls": 0.4856509268283844, "decode.loss_mask": 0.5551769211888313, "decode.loss_dice": 0.7749579131603241, "decode.d0.loss_cls": 1.9219804525375366, "decode.d0.loss_mask": 0.6031935468316079, "decode.d0.loss_dice": 0.9418662905693054, "decode.d1.loss_cls": 0.6917717516422272, "decode.d1.loss_mask": 0.6055290162563324, "decode.d1.loss_dice": 0.8527469918131828, "decode.d2.loss_cls": 0.6034530036151409, "decode.d2.loss_mask": 0.5271152436733246, "decode.d2.loss_dice": 0.8254682034254074, "decode.d3.loss_cls": 0.5554882556200027, "decode.d3.loss_mask": 0.5416753619909287, "decode.d3.loss_dice": 0.7621896103024483, "decode.d4.loss_cls": 0.508008074760437, "decode.d4.loss_mask": 0.5536149829626084, "decode.d4.loss_dice": 0.799626475572586, "decode.d5.loss_cls": 0.47166554629802704, "decode.d5.loss_mask": 0.5525485053658485, "decode.d5.loss_dice": 0.7886631056666374, "decode.d6.loss_cls": 0.491546542942524, "decode.d6.loss_mask": 0.5875516220927238, "decode.d6.loss_dice": 0.791840848326683, "decode.d7.loss_cls": 0.4706429190933704, "decode.d7.loss_mask": 0.5621634379029274, "decode.d7.loss_dice": 0.7926065593957901, "decode.d8.loss_cls": 0.4547474205493927, "decode.d8.loss_mask": 0.5547342762351036, "decode.d8.loss_dice": 0.8158558920025826, "time": 0.5346806287765503, "memory": 7203, "step": 93400}
{"lr": 4.540751262377644e-06, "data_time": 0.009313464164733887, "grad_norm": 85.1618221282959, "loss": 22.226235961914064, "decode.loss_cls": 0.4755784600973129, "decode.loss_mask": 0.5856758415699005, "decode.loss_dice": 0.9177434533834458, "decode.d0.loss_cls": 1.954071843624115, "decode.d0.loss_mask": 0.6933686405420303, "decode.d0.loss_dice": 1.0880182325839995, "decode.d1.loss_cls": 0.6506558358669281, "decode.d1.loss_mask": 0.6186721175909042, "decode.d1.loss_dice": 0.9900374054908753, "decode.d2.loss_cls": 0.5291192159056664, "decode.d2.loss_mask": 0.6043018162250519, "decode.d2.loss_dice": 0.9909141182899475, "decode.d3.loss_cls": 0.5269240885972977, "decode.d3.loss_mask": 0.6070059835910797, "decode.d3.loss_dice": 0.9425054043531418, "decode.d4.loss_cls": 0.525435721874237, "decode.d4.loss_mask": 0.5960254073143005, "decode.d4.loss_dice": 0.9245454788208007, "decode.d5.loss_cls": 0.4993192195892334, "decode.d5.loss_mask": 0.5977796584367752, "decode.d5.loss_dice": 0.9529292672872544, "decode.d6.loss_cls": 0.46930700466036795, "decode.d6.loss_mask": 0.5937317818403244, "decode.d6.loss_dice": 0.9185694456100464, "decode.d7.loss_cls": 0.47781823873519896, "decode.d7.loss_mask": 0.592115393280983, "decode.d7.loss_dice": 0.9406999856233597, "decode.d8.loss_cls": 0.451369072496891, "decode.d8.loss_mask": 0.5835205227136612, "decode.d8.loss_dice": 0.9284774094820023, "time": 0.5353304147720337, "memory": 7225, "step": 93450}
{"lr": 4.537680766737181e-06, "data_time": 0.009249162673950196, "grad_norm": 91.94293403625488, "loss": 20.929692935943603, "decode.loss_cls": 0.5268295958638192, "decode.loss_mask": 0.5956089198589325, "decode.loss_dice": 0.7889456033706665, "decode.d0.loss_cls": 2.095348525047302, "decode.d0.loss_mask": 0.656816166639328, "decode.d0.loss_dice": 0.9318017542362214, "decode.d1.loss_cls": 0.6876529350876808, "decode.d1.loss_mask": 0.6718503385782242, "decode.d1.loss_dice": 0.8740167677402496, "decode.d2.loss_cls": 0.5577837288379669, "decode.d2.loss_mask": 0.6227652788162231, "decode.d2.loss_dice": 0.8294326275587082, "decode.d3.loss_cls": 0.5498887754976749, "decode.d3.loss_mask": 0.6013678818941116, "decode.d3.loss_dice": 0.769661819934845, "decode.d4.loss_cls": 0.46604261696338656, "decode.d4.loss_mask": 0.60515356361866, "decode.d4.loss_dice": 0.7996474772691726, "decode.d5.loss_cls": 0.45259728506207464, "decode.d5.loss_mask": 0.6002030551433564, "decode.d5.loss_dice": 0.8014270663261414, "decode.d6.loss_cls": 0.46843665316700933, "decode.d6.loss_mask": 0.5760274261236191, "decode.d6.loss_dice": 0.7905955374240875, "decode.d7.loss_cls": 0.4471843633800745, "decode.d7.loss_mask": 0.5754629895091057, "decode.d7.loss_dice": 0.7764138162136078, "decode.d8.loss_cls": 0.4134238034486771, "decode.d8.loss_mask": 0.5909635096788406, "decode.d8.loss_dice": 0.8063434094190598, "time": 0.537354850769043, "memory": 7279, "step": 93500}
{"lr": 4.534610040223679e-06, "data_time": 0.009376049041748047, "grad_norm": 83.41941833496094, "loss": 25.36127634048462, "decode.loss_cls": 0.6175963141024112, "decode.loss_mask": 0.739144378900528, "decode.loss_dice": 0.9943267583847046, "decode.d0.loss_cls": 2.303191524744034, "decode.d0.loss_mask": 0.7832072108983994, "decode.d0.loss_dice": 1.1151985853910447, "decode.d1.loss_cls": 0.722618667781353, "decode.d1.loss_mask": 0.7847669214010239, "decode.d1.loss_dice": 1.0262489914894104, "decode.d2.loss_cls": 0.5628373675048352, "decode.d2.loss_mask": 0.7677958130836486, "decode.d2.loss_dice": 0.9972025632858277, "decode.d3.loss_cls": 0.5776470884680748, "decode.d3.loss_mask": 0.7485619068145752, "decode.d3.loss_dice": 0.9856079995632172, "decode.d4.loss_cls": 0.5996836103498936, "decode.d4.loss_mask": 0.7437240958213807, "decode.d4.loss_dice": 0.9849579185247421, "decode.d5.loss_cls": 0.6195556379854679, "decode.d5.loss_mask": 0.7142465054988861, "decode.d5.loss_dice": 0.9754086315631867, "decode.d6.loss_cls": 0.6128023415803909, "decode.d6.loss_mask": 0.7275519490242004, "decode.d6.loss_dice": 0.9727602362632751, "decode.d7.loss_cls": 0.6009282559156418, "decode.d7.loss_mask": 0.7368262618780136, "decode.d7.loss_dice": 0.9889052122831344, "decode.d8.loss_cls": 0.6390423163771629, "decode.d8.loss_mask": 0.7295947909355164, "decode.d8.loss_dice": 0.9893359065055847, "time": 0.5312821865081787, "memory": 7205, "step": 93550}
{"lr": 4.531539082646038e-06, "data_time": 0.009163665771484374, "grad_norm": 84.71323432922364, "loss": 26.343448066711424, "decode.loss_cls": 0.5082830898463726, "decode.loss_mask": 0.6215596199035645, "decode.loss_dice": 1.168833139538765, "decode.d0.loss_cls": 2.43815131187439, "decode.d0.loss_mask": 0.7443631231784821, "decode.d0.loss_dice": 1.442882239818573, "decode.d1.loss_cls": 0.7242836132645607, "decode.d1.loss_mask": 0.6821488201618194, "decode.d1.loss_dice": 1.3208349883556365, "decode.d2.loss_cls": 0.6553052708506584, "decode.d2.loss_mask": 0.6806087344884872, "decode.d2.loss_dice": 1.2882060527801513, "decode.d3.loss_cls": 0.5850375384092331, "decode.d3.loss_mask": 0.6700346857309342, "decode.d3.loss_dice": 1.201614561676979, "decode.d4.loss_cls": 0.5232458993792534, "decode.d4.loss_mask": 0.6658170878887176, "decode.d4.loss_dice": 1.2053970098495483, "decode.d5.loss_cls": 0.515288320928812, "decode.d5.loss_mask": 0.6500498831272126, "decode.d5.loss_dice": 1.1983255982398986, "decode.d6.loss_cls": 0.4815701499581337, "decode.d6.loss_mask": 0.6321099549531937, "decode.d6.loss_dice": 1.1806894570589066, "decode.d7.loss_cls": 0.46729390099644663, "decode.d7.loss_mask": 0.6242721259593964, "decode.d7.loss_dice": 1.180726021528244, "decode.d8.loss_cls": 0.4935728833079338, "decode.d8.loss_mask": 0.6237457245588303, "decode.d8.loss_dice": 1.1691959917545318, "time": 0.5337425947189331, "memory": 7225, "step": 93600}
{"lr": 4.528467893812866e-06, "data_time": 0.008966159820556641, "grad_norm": 102.31908416748047, "loss": 24.28653154373169, "decode.loss_cls": 0.594865170866251, "decode.loss_mask": 0.6256894990801811, "decode.loss_dice": 0.9160131275653839, "decode.d0.loss_cls": 2.299578106403351, "decode.d0.loss_mask": 0.737558650970459, "decode.d0.loss_dice": 1.1490580797195435, "decode.d1.loss_cls": 0.8118518739938736, "decode.d1.loss_mask": 0.6636246129870415, "decode.d1.loss_dice": 1.008043247461319, "decode.d2.loss_cls": 0.7749714072793722, "decode.d2.loss_mask": 0.6436437979340554, "decode.d2.loss_dice": 0.9387110456824302, "decode.d3.loss_cls": 0.6360955473035574, "decode.d3.loss_mask": 0.6512682050466537, "decode.d3.loss_dice": 0.9452755197882652, "decode.d4.loss_cls": 0.6715286552906037, "decode.d4.loss_mask": 0.6282443687319755, "decode.d4.loss_dice": 0.9665107488632202, "decode.d5.loss_cls": 0.6185046952217818, "decode.d5.loss_mask": 0.6316107869148254, "decode.d5.loss_dice": 0.9307091638445855, "decode.d6.loss_cls": 0.6628332698717714, "decode.d6.loss_mask": 0.6064100563526154, "decode.d6.loss_dice": 0.90883709192276, "decode.d7.loss_cls": 0.587084967456758, "decode.d7.loss_mask": 0.6312668353319169, "decode.d7.loss_dice": 0.9118908807635308, "decode.d8.loss_cls": 0.5961070600897074, "decode.d8.loss_mask": 0.6266659408807754, "decode.d8.loss_dice": 0.9120789974927902, "time": 0.5325507402420044, "memory": 7243, "step": 93650}
{"lr": 4.525396473532451e-06, "data_time": 0.009430503845214844, "grad_norm": 94.83031005859375, "loss": 22.336950874328615, "decode.loss_cls": 0.5600846096873283, "decode.loss_mask": 0.5956344485282898, "decode.loss_dice": 0.780104075372219, "decode.d0.loss_cls": 2.2703541457653045, "decode.d0.loss_mask": 0.6625036537647248, "decode.d0.loss_dice": 0.9540195554494858, "decode.d1.loss_cls": 0.7425343126058579, "decode.d1.loss_mask": 0.6682671159505844, "decode.d1.loss_dice": 0.9182750403881073, "decode.d2.loss_cls": 0.6906699530780316, "decode.d2.loss_mask": 0.6228699684143066, "decode.d2.loss_dice": 0.8808313548564911, "decode.d3.loss_cls": 0.6247093386948108, "decode.d3.loss_mask": 0.6163921803236008, "decode.d3.loss_dice": 0.8285839825868606, "decode.d4.loss_cls": 0.5645990908145905, "decode.d4.loss_mask": 0.625209030508995, "decode.d4.loss_dice": 0.8128618478775025, "decode.d5.loss_cls": 0.5520573165267706, "decode.d5.loss_mask": 0.6171310991048813, "decode.d5.loss_dice": 0.7999605119228363, "decode.d6.loss_cls": 0.5594673581421375, "decode.d6.loss_mask": 0.6112176090478897, "decode.d6.loss_dice": 0.7949730455875397, "decode.d7.loss_cls": 0.5976615589112043, "decode.d7.loss_mask": 0.6023874431848526, "decode.d7.loss_dice": 0.805768883228302, "decode.d8.loss_cls": 0.5982746027410031, "decode.d8.loss_mask": 0.6022858172655106, "decode.d8.loss_dice": 0.7772623002529144, "time": 0.5338270425796509, "memory": 7222, "step": 93700}
{"lr": 4.522324821612795e-06, "data_time": 0.00941450595855713, "grad_norm": 87.1290672302246, "loss": 24.143182849884035, "decode.loss_cls": 0.45688880085945127, "decode.loss_mask": 0.6833449214696884, "decode.loss_dice": 1.0111957162618637, "decode.d0.loss_cls": 2.1425668597221375, "decode.d0.loss_mask": 0.7447733104228973, "decode.d0.loss_dice": 1.1061578333377837, "decode.d1.loss_cls": 0.5411741711199284, "decode.d1.loss_mask": 0.7644783943891525, "decode.d1.loss_dice": 1.1127349793910981, "decode.d2.loss_cls": 0.568815042078495, "decode.d2.loss_mask": 0.7311850786209106, "decode.d2.loss_dice": 1.0536787778139114, "decode.d3.loss_cls": 0.4973181515932083, "decode.d3.loss_mask": 0.7102300524711609, "decode.d3.loss_dice": 1.021151402592659, "decode.d4.loss_cls": 0.5000951908528805, "decode.d4.loss_mask": 0.7065669655799866, "decode.d4.loss_dice": 1.0366717547178268, "decode.d5.loss_cls": 0.5038985438644886, "decode.d5.loss_mask": 0.6890901654958725, "decode.d5.loss_dice": 1.0268105864524841, "decode.d6.loss_cls": 0.48961183056235313, "decode.d6.loss_mask": 0.6915464252233505, "decode.d6.loss_dice": 1.0100706696510315, "decode.d7.loss_cls": 0.4266584023833275, "decode.d7.loss_mask": 0.6896906614303588, "decode.d7.loss_dice": 1.0361588597297668, "decode.d8.loss_cls": 0.4761759631335735, "decode.d8.loss_mask": 0.6833280205726624, "decode.d8.loss_dice": 1.0311154544353485, "time": 0.5353406190872192, "memory": 7253, "step": 93750}
{"lr": 4.519252937861579e-06, "data_time": 0.008878183364868165, "grad_norm": 83.04938125610352, "loss": 25.39916124343872, "decode.loss_cls": 0.6323017999529839, "decode.loss_mask": 0.6556457966566086, "decode.loss_dice": 1.002601507306099, "decode.d0.loss_cls": 2.244277369976044, "decode.d0.loss_mask": 0.7422525703907012, "decode.d0.loss_dice": 1.1905479907989502, "decode.d1.loss_cls": 0.6916905224323273, "decode.d1.loss_mask": 0.7253253221511841, "decode.d1.loss_dice": 1.103241401910782, "decode.d2.loss_cls": 0.6863374829292297, "decode.d2.loss_mask": 0.6811967000365258, "decode.d2.loss_dice": 1.0436046183109284, "decode.d3.loss_cls": 0.7316550865769387, "decode.d3.loss_mask": 0.6547315567731857, "decode.d3.loss_dice": 1.000894495844841, "decode.d4.loss_cls": 0.7042119443416596, "decode.d4.loss_mask": 0.6639609783887863, "decode.d4.loss_dice": 1.0069952130317688, "decode.d5.loss_cls": 0.6762851536273956, "decode.d5.loss_mask": 0.6706560552120209, "decode.d5.loss_dice": 0.9949208915233612, "decode.d6.loss_cls": 0.6300545528531074, "decode.d6.loss_mask": 0.6566652029752731, "decode.d6.loss_dice": 0.9849666237831116, "decode.d7.loss_cls": 0.666498863697052, "decode.d7.loss_mask": 0.6594279661774636, "decode.d7.loss_dice": 0.9939412355422974, "decode.d8.loss_cls": 0.6397598758339882, "decode.d8.loss_mask": 0.6595937699079514, "decode.d8.loss_dice": 1.0049182415008544, "time": 0.5376774787902832, "memory": 7228, "step": 93800}
{"lr": 4.516180822086186e-06, "data_time": 0.00918419361114502, "grad_norm": 89.38457107543945, "loss": 22.648651790618896, "decode.loss_cls": 0.6192291468381882, "decode.loss_mask": 0.5169008165597916, "decode.loss_dice": 0.94319289624691, "decode.d0.loss_cls": 2.0803740501403807, "decode.d0.loss_mask": 0.5880961030721664, "decode.d0.loss_dice": 1.1065832257270813, "decode.d1.loss_cls": 0.5984934061765671, "decode.d1.loss_mask": 0.5712700188159943, "decode.d1.loss_dice": 1.0800838351249695, "decode.d2.loss_cls": 0.650450836122036, "decode.d2.loss_mask": 0.5259578675031662, "decode.d2.loss_dice": 0.9890814006328583, "decode.d3.loss_cls": 0.6012649297714233, "decode.d3.loss_mask": 0.5224985092878341, "decode.d3.loss_dice": 0.9514293640851974, "decode.d4.loss_cls": 0.5672411508858204, "decode.d4.loss_mask": 0.5358640998601913, "decode.d4.loss_dice": 0.9892139494419098, "decode.d5.loss_cls": 0.5427750162780285, "decode.d5.loss_mask": 0.5303417265415191, "decode.d5.loss_dice": 0.998888373374939, "decode.d6.loss_cls": 0.5415208704769612, "decode.d6.loss_mask": 0.5256180077791214, "decode.d6.loss_dice": 0.968419972062111, "decode.d7.loss_cls": 0.5941160023212433, "decode.d7.loss_mask": 0.5143100202083588, "decode.d7.loss_dice": 0.9617144584655761, "decode.d8.loss_cls": 0.56595908254385, "decode.d8.loss_mask": 0.5223515272140503, "decode.d8.loss_dice": 0.9454109907150269, "time": 0.5328434944152832, "memory": 7232, "step": 93850}
{"lr": 4.513108474093701e-06, "data_time": 0.009056854248046874, "grad_norm": 101.07740097045898, "loss": 31.067930221557617, "decode.loss_cls": 0.7446605354547501, "decode.loss_mask": 0.7276730209589004, "decode.loss_dice": 1.3465307533740998, "decode.d0.loss_cls": 2.593045437335968, "decode.d0.loss_mask": 0.863947194814682, "decode.d0.loss_dice": 1.6626779317855835, "decode.d1.loss_cls": 0.8905212059617043, "decode.d1.loss_mask": 0.7746558785438538, "decode.d1.loss_dice": 1.5397852778434753, "decode.d2.loss_cls": 0.7526860773563385, "decode.d2.loss_mask": 0.7342818945646286, "decode.d2.loss_dice": 1.4395144045352937, "decode.d3.loss_cls": 0.74744154214859, "decode.d3.loss_mask": 0.7568686217069626, "decode.d3.loss_dice": 1.3741629898548127, "decode.d4.loss_cls": 0.7757343560457229, "decode.d4.loss_mask": 0.7320499807596207, "decode.d4.loss_dice": 1.3983900547027588, "decode.d5.loss_cls": 0.7461917996406555, "decode.d5.loss_mask": 0.7491955012083054, "decode.d5.loss_dice": 1.3569495141506196, "decode.d6.loss_cls": 0.7141973987221718, "decode.d6.loss_mask": 0.7354395091533661, "decode.d6.loss_dice": 1.3563717603683472, "decode.d7.loss_cls": 0.7254417479038239, "decode.d7.loss_mask": 0.7367290139198304, "decode.d7.loss_dice": 1.3244751632213592, "decode.d8.loss_cls": 0.7014836490154266, "decode.d8.loss_mask": 0.7343986332416534, "decode.d8.loss_dice": 1.332430225610733, "time": 0.5582019805908203, "memory": 7288, "step": 93900}
{"lr": 4.51003589369089e-06, "data_time": 0.009285330772399902, "grad_norm": 87.35545387268067, "loss": 30.991698455810546, "decode.loss_cls": 0.7199909880757331, "decode.loss_mask": 0.8500293105840683, "decode.loss_dice": 1.2642177522182465, "decode.d0.loss_cls": 2.477256214618683, "decode.d0.loss_mask": 0.923314893245697, "decode.d0.loss_dice": 1.431970489025116, "decode.d1.loss_cls": 0.9358382895588875, "decode.d1.loss_mask": 0.8913900643587113, "decode.d1.loss_dice": 1.3468623280525207, "decode.d2.loss_cls": 0.7704662457108498, "decode.d2.loss_mask": 0.8551248759031296, "decode.d2.loss_dice": 1.2891224205493927, "decode.d3.loss_cls": 0.8161466211080551, "decode.d3.loss_mask": 0.8241110652685165, "decode.d3.loss_dice": 1.2689495086669922, "decode.d4.loss_cls": 0.7729144841432571, "decode.d4.loss_mask": 0.8355125486850739, "decode.d4.loss_dice": 1.2851194500923158, "decode.d5.loss_cls": 0.7347079142928123, "decode.d5.loss_mask": 0.8598281025886536, "decode.d5.loss_dice": 1.3020430028438568, "decode.d6.loss_cls": 0.7392986446619034, "decode.d6.loss_mask": 0.8336612462997437, "decode.d6.loss_dice": 1.2807918071746827, "decode.d7.loss_cls": 0.7611198738217354, "decode.d7.loss_mask": 0.8306450039148331, "decode.d7.loss_dice": 1.2815455853939057, "decode.d8.loss_cls": 0.723980562388897, "decode.d8.loss_mask": 0.8463397771120071, "decode.d8.loss_dice": 1.2393983840942382, "time": 0.5313268899917603, "memory": 7229, "step": 93950}
{"lr": 4.5069630806842155e-06, "data_time": 0.009188485145568848, "grad_norm": 115.09348526000977, "loss": 20.93040132522583, "decode.loss_cls": 0.37426425889134407, "decode.loss_mask": 0.5915418028831482, "decode.loss_dice": 0.8907337188720703, "decode.d0.loss_cls": 1.9662267804145812, "decode.d0.loss_mask": 0.6423182398080826, "decode.d0.loss_dice": 1.0504403293132782, "decode.d1.loss_cls": 0.4560251012444496, "decode.d1.loss_mask": 0.6353172451257706, "decode.d1.loss_dice": 0.9671107828617096, "decode.d2.loss_cls": 0.42193344086408613, "decode.d2.loss_mask": 0.6361294239759445, "decode.d2.loss_dice": 0.9328194975852966, "decode.d3.loss_cls": 0.4051993042230606, "decode.d3.loss_mask": 0.6024833530187607, "decode.d3.loss_dice": 0.9306561321020126, "decode.d4.loss_cls": 0.40267830789089204, "decode.d4.loss_mask": 0.600272798538208, "decode.d4.loss_dice": 0.9032867759466171, "decode.d5.loss_cls": 0.4199862018227577, "decode.d5.loss_mask": 0.5912455916404724, "decode.d5.loss_dice": 0.888384398818016, "decode.d6.loss_cls": 0.3775143101811409, "decode.d6.loss_mask": 0.5876550853252411, "decode.d6.loss_dice": 0.9113874197006225, "decode.d7.loss_cls": 0.3799618110060692, "decode.d7.loss_mask": 0.5879487991333008, "decode.d7.loss_dice": 0.9100951790809632, "decode.d8.loss_cls": 0.3719891294836998, "decode.d8.loss_mask": 0.5873491495847702, "decode.d8.loss_dice": 0.9074473947286605, "time": 0.5349503278732299, "memory": 7243, "step": 94000}
{"lr": 4.503890034879836e-06, "data_time": 0.009146499633789062, "grad_norm": 86.73632354736328, "loss": 23.343882083892822, "decode.loss_cls": 0.576789778470993, "decode.loss_mask": 0.5997974008321763, "decode.loss_dice": 0.9574059337377548, "decode.d0.loss_cls": 1.9795455813407898, "decode.d0.loss_mask": 0.6672289460897446, "decode.d0.loss_dice": 1.1307271003723145, "decode.d1.loss_cls": 0.6465746536850929, "decode.d1.loss_mask": 0.6186388909816742, "decode.d1.loss_dice": 1.050769305229187, "decode.d2.loss_cls": 0.5878308810293674, "decode.d2.loss_mask": 0.6216298535466194, "decode.d2.loss_dice": 1.015423321723938, "decode.d3.loss_cls": 0.5479242615401745, "decode.d3.loss_mask": 0.5982096701860428, "decode.d3.loss_dice": 0.9933896005153656, "decode.d4.loss_cls": 0.5649365965276957, "decode.d4.loss_mask": 0.6068951189517975, "decode.d4.loss_dice": 0.978359830379486, "decode.d5.loss_cls": 0.5614774785935879, "decode.d5.loss_mask": 0.6060462206602096, "decode.d5.loss_dice": 0.9683365970849991, "decode.d6.loss_cls": 0.5931527096778154, "decode.d6.loss_mask": 0.6130381494760513, "decode.d6.loss_dice": 0.9751246452331543, "decode.d7.loss_cls": 0.5427026519551873, "decode.d7.loss_mask": 0.5952337771654129, "decode.d7.loss_dice": 0.9728196501731873, "decode.d8.loss_cls": 0.5890682633966208, "decode.d8.loss_mask": 0.6134155720472336, "decode.d8.loss_dice": 0.9713896423578262, "time": 0.5587369680404664, "memory": 7236, "step": 94050}
{"lr": 4.500816756083602e-06, "data_time": 0.009044170379638672, "grad_norm": 79.58203353881837, "loss": 22.05196933746338, "decode.loss_cls": 0.5112934052944184, "decode.loss_mask": 0.5008671417832374, "decode.loss_dice": 0.9052586734294892, "decode.d0.loss_cls": 1.9855843782424927, "decode.d0.loss_mask": 0.5443666234612465, "decode.d0.loss_dice": 1.1096077620983125, "decode.d1.loss_cls": 0.6540589064359665, "decode.d1.loss_mask": 0.5519983559846878, "decode.d1.loss_dice": 1.0562743365764617, "decode.d2.loss_cls": 0.6542621493339539, "decode.d2.loss_mask": 0.5302370831370353, "decode.d2.loss_dice": 1.0076564952731133, "decode.d3.loss_cls": 0.6415592201054097, "decode.d3.loss_mask": 0.5146017715334892, "decode.d3.loss_dice": 0.948607674241066, "decode.d4.loss_cls": 0.5756476707756519, "decode.d4.loss_mask": 0.5084430277347565, "decode.d4.loss_dice": 0.9448014050722122, "decode.d5.loss_cls": 0.5652482487261296, "decode.d5.loss_mask": 0.511768764257431, "decode.d5.loss_dice": 0.938671949505806, "decode.d6.loss_cls": 0.5231846876442432, "decode.d6.loss_mask": 0.5094459295272827, "decode.d6.loss_dice": 0.9342911064624786, "decode.d7.loss_cls": 0.5204983621835708, "decode.d7.loss_mask": 0.5050774574279785, "decode.d7.loss_dice": 0.914176669716835, "decode.d8.loss_cls": 0.5362510047852993, "decode.d8.loss_mask": 0.501884788274765, "decode.d8.loss_dice": 0.9463447153568267, "time": 0.5373337984085083, "memory": 7275, "step": 94100}
{"lr": 4.4977432441010425e-06, "data_time": 0.009120488166809082, "grad_norm": 89.62341117858887, "loss": 24.690972328186035, "decode.loss_cls": 0.5698790460824966, "decode.loss_mask": 0.6635405868291855, "decode.loss_dice": 1.0425622105598449, "decode.d0.loss_cls": 2.087579131126404, "decode.d0.loss_mask": 0.6736553341150284, "decode.d0.loss_dice": 1.201035377383232, "decode.d1.loss_cls": 0.689303320646286, "decode.d1.loss_mask": 0.6877068370580673, "decode.d1.loss_dice": 1.0750942468643188, "decode.d2.loss_cls": 0.6264501303434372, "decode.d2.loss_mask": 0.6496351331472396, "decode.d2.loss_dice": 1.0782838344573975, "decode.d3.loss_cls": 0.5599558889865875, "decode.d3.loss_mask": 0.6623188644647598, "decode.d3.loss_dice": 1.0545242428779602, "decode.d4.loss_cls": 0.4639460131525993, "decode.d4.loss_mask": 0.6708109200000762, "decode.d4.loss_dice": 1.0802496314048766, "decode.d5.loss_cls": 0.5346364378929138, "decode.d5.loss_mask": 0.6553486466407776, "decode.d5.loss_dice": 1.0493239402770995, "decode.d6.loss_cls": 0.605534365773201, "decode.d6.loss_mask": 0.6496819138526917, "decode.d6.loss_dice": 1.048282366991043, "decode.d7.loss_cls": 0.6159096360206604, "decode.d7.loss_mask": 0.6531895995140076, "decode.d7.loss_dice": 1.0388480126857758, "decode.d8.loss_cls": 0.615923835337162, "decode.d8.loss_mask": 0.6470958590507507, "decode.d8.loss_dice": 1.040666675567627, "time": 0.5332276105880738, "memory": 7186, "step": 94150}
{"lr": 4.4946694987373935e-06, "data_time": 0.008957672119140624, "grad_norm": 82.79976882934571, "loss": 27.075254917144775, "decode.loss_cls": 0.6418916642665863, "decode.loss_mask": 0.7217661738395691, "decode.loss_dice": 1.1096919268369674, "decode.d0.loss_cls": 2.1262697696685793, "decode.d0.loss_mask": 0.8100505620241165, "decode.d0.loss_dice": 1.3467482388019563, "decode.d1.loss_cls": 0.8779433637857437, "decode.d1.loss_mask": 0.7411818563938141, "decode.d1.loss_dice": 1.2243231683969498, "decode.d2.loss_cls": 0.7355304047465324, "decode.d2.loss_mask": 0.7359129130840302, "decode.d2.loss_dice": 1.1616325378417969, "decode.d3.loss_cls": 0.6991583839058876, "decode.d3.loss_mask": 0.6963080525398254, "decode.d3.loss_dice": 1.1256091177463532, "decode.d4.loss_cls": 0.6725189998745918, "decode.d4.loss_mask": 0.7143890678882598, "decode.d4.loss_dice": 1.135669469833374, "decode.d5.loss_cls": 0.635671629011631, "decode.d5.loss_mask": 0.7175037562847137, "decode.d5.loss_dice": 1.1284418821334838, "decode.d6.loss_cls": 0.608039753139019, "decode.d6.loss_mask": 0.7165976524353027, "decode.d6.loss_dice": 1.116456988453865, "decode.d7.loss_cls": 0.6083758294582366, "decode.d7.loss_mask": 0.7182136476039886, "decode.d7.loss_dice": 1.1239291995763778, "decode.d8.loss_cls": 0.6038202419877052, "decode.d8.loss_mask": 0.719937989115715, "decode.d8.loss_dice": 1.1016718029975892, "time": 0.560483980178833, "memory": 7235, "step": 94200}
{"lr": 4.491595519797571e-06, "data_time": 0.009447932243347168, "grad_norm": 94.56201705932617, "loss": 26.17962999343872, "decode.loss_cls": 0.7226582370698452, "decode.loss_mask": 0.5828355073928833, "decode.loss_dice": 0.9739224493503571, "decode.d0.loss_cls": 2.599313426017761, "decode.d0.loss_mask": 0.7476014524698258, "decode.d0.loss_dice": 1.146994099020958, "decode.d1.loss_cls": 0.9411628723144532, "decode.d1.loss_mask": 0.6654805123806, "decode.d1.loss_dice": 1.084670639038086, "decode.d2.loss_cls": 0.8993331491947174, "decode.d2.loss_mask": 0.5996125116944313, "decode.d2.loss_dice": 1.00716033577919, "decode.d3.loss_cls": 0.826008765399456, "decode.d3.loss_mask": 0.5834875926375389, "decode.d3.loss_dice": 1.0111392498016358, "decode.d4.loss_cls": 0.8468255698680878, "decode.d4.loss_mask": 0.5816039696335793, "decode.d4.loss_dice": 1.0245563745498658, "decode.d5.loss_cls": 0.7866613402962684, "decode.d5.loss_mask": 0.5857188254594803, "decode.d5.loss_dice": 0.9741951197385788, "decode.d6.loss_cls": 0.7872323911637068, "decode.d6.loss_mask": 0.5848131448030471, "decode.d6.loss_dice": 0.9992489904165268, "decode.d7.loss_cls": 0.7727943513542413, "decode.d7.loss_mask": 0.5844565838575363, "decode.d7.loss_dice": 0.9496436074376107, "decode.d8.loss_cls": 0.7651554394513369, "decode.d8.loss_mask": 0.5796273440122605, "decode.d8.loss_dice": 0.9657147705554963, "time": 0.5342748403549195, "memory": 7210, "step": 94250}
{"lr": 4.488521307086175e-06, "data_time": 0.009334659576416016, "grad_norm": 91.13468017578126, "loss": 29.156688690185547, "decode.loss_cls": 0.488798676431179, "decode.loss_mask": 0.7843729496002197, "decode.loss_dice": 1.3076898276805877, "decode.d0.loss_cls": 2.4153279066085815, "decode.d0.loss_mask": 0.8952164053916931, "decode.d0.loss_dice": 1.546100276708603, "decode.d1.loss_cls": 0.855967926979065, "decode.d1.loss_mask": 0.8393600195646286, "decode.d1.loss_dice": 1.465619784593582, "decode.d2.loss_cls": 0.6094347685575485, "decode.d2.loss_mask": 0.8186688303947449, "decode.d2.loss_dice": 1.4049419999122619, "decode.d3.loss_cls": 0.5979194894433022, "decode.d3.loss_mask": 0.7968382388353348, "decode.d3.loss_dice": 1.3291968703269958, "decode.d4.loss_cls": 0.5884985759854316, "decode.d4.loss_mask": 0.7745342358946801, "decode.d4.loss_dice": 1.3195351958274841, "decode.d5.loss_cls": 0.5477060809731483, "decode.d5.loss_mask": 0.7659712940454483, "decode.d5.loss_dice": 1.3226337671279906, "decode.d6.loss_cls": 0.49380588084459304, "decode.d6.loss_mask": 0.7752619385719299, "decode.d6.loss_dice": 1.2868141770362853, "decode.d7.loss_cls": 0.4968750312924385, "decode.d7.loss_mask": 0.7723064631223678, "decode.d7.loss_dice": 1.2864341676235198, "decode.d8.loss_cls": 0.47081417590379715, "decode.d8.loss_mask": 0.777322667837143, "decode.d8.loss_dice": 1.3227201879024506, "time": 0.533259654045105, "memory": 7260, "step": 94300}
{"lr": 4.485446860407508e-06, "data_time": 0.009173274040222168, "grad_norm": 98.13117599487305, "loss": 27.090959358215333, "decode.loss_cls": 0.5706111468374729, "decode.loss_mask": 0.6146039932966232, "decode.loss_dice": 1.1867585062980652, "decode.d0.loss_cls": 2.5889320611953734, "decode.d0.loss_mask": 0.6882792741060257, "decode.d0.loss_dice": 1.4430265545845031, "decode.d1.loss_cls": 0.8274665728211403, "decode.d1.loss_mask": 0.6539099812507629, "decode.d1.loss_dice": 1.301196825504303, "decode.d2.loss_cls": 0.6889665022492408, "decode.d2.loss_mask": 0.6422831743955613, "decode.d2.loss_dice": 1.244431272149086, "decode.d3.loss_cls": 0.6621216468513011, "decode.d3.loss_mask": 0.6258472293615341, "decode.d3.loss_dice": 1.2138959348201752, "decode.d4.loss_cls": 0.6344343408942222, "decode.d4.loss_mask": 0.6172113388776779, "decode.d4.loss_dice": 1.2264843165874482, "decode.d5.loss_cls": 0.6388896696269513, "decode.d5.loss_mask": 0.6108942657709122, "decode.d5.loss_dice": 1.2022808194160461, "decode.d6.loss_cls": 0.6341030396521091, "decode.d6.loss_mask": 0.6133617460727692, "decode.d6.loss_dice": 1.1837707728147506, "decode.d7.loss_cls": 0.6269443668425083, "decode.d7.loss_mask": 0.5979143172502518, "decode.d7.loss_dice": 1.1705794870853423, "decode.d8.loss_cls": 0.6134371161460876, "decode.d8.loss_mask": 0.5988239079713822, "decode.d8.loss_dice": 1.1694980561733246, "time": 0.5328872680664063, "memory": 7227, "step": 94350}
{"lr": 4.482372179565542e-06, "data_time": 0.009500527381896972, "grad_norm": 86.0068862915039, "loss": 24.37267322540283, "decode.loss_cls": 0.43590000718832017, "decode.loss_mask": 0.6227374106645585, "decode.loss_dice": 1.0511504650115966, "decode.d0.loss_cls": 2.2154082894325255, "decode.d0.loss_mask": 0.6956508874893188, "decode.d0.loss_dice": 1.3363280475139618, "decode.d1.loss_cls": 0.7347142979502678, "decode.d1.loss_mask": 0.6261589348316192, "decode.d1.loss_dice": 1.1881657719612122, "decode.d2.loss_cls": 0.6164629891514778, "decode.d2.loss_mask": 0.6022492676973343, "decode.d2.loss_dice": 1.1284450352191926, "decode.d3.loss_cls": 0.5171865306794643, "decode.d3.loss_mask": 0.6239970952272416, "decode.d3.loss_dice": 1.103821724653244, "decode.d4.loss_cls": 0.5385051473975182, "decode.d4.loss_mask": 0.6202620297670365, "decode.d4.loss_dice": 1.0730014383792876, "decode.d5.loss_cls": 0.4824889309704304, "decode.d5.loss_mask": 0.6139323025941849, "decode.d5.loss_dice": 1.056463247537613, "decode.d6.loss_cls": 0.45901755765080454, "decode.d6.loss_mask": 0.615631428360939, "decode.d6.loss_dice": 1.0554957926273345, "decode.d7.loss_cls": 0.5008637078106404, "decode.d7.loss_mask": 0.6172399073839188, "decode.d7.loss_dice": 1.0999434053897859, "decode.d8.loss_cls": 0.44867022410035134, "decode.d8.loss_mask": 0.6197389900684357, "decode.d8.loss_dice": 1.0730443120002746, "time": 0.5307360172271729, "memory": 7233, "step": 94400}
{"lr": 4.479297264363951e-06, "data_time": 0.00904996395111084, "grad_norm": 91.58340835571289, "loss": 19.692199230194092, "decode.loss_cls": 0.3911060728132725, "decode.loss_mask": 0.48855077028274535, "decode.loss_dice": 0.817977637052536, "decode.d0.loss_cls": 2.1356866478919985, "decode.d0.loss_mask": 0.5412230789661407, "decode.d0.loss_dice": 0.997756016254425, "decode.d1.loss_cls": 0.6205989390611648, "decode.d1.loss_mask": 0.5126761227846146, "decode.d1.loss_dice": 0.8517541781067848, "decode.d2.loss_cls": 0.5049508601427078, "decode.d2.loss_mask": 0.516364860534668, "decode.d2.loss_dice": 0.8473180636763573, "decode.d3.loss_cls": 0.4442278161644936, "decode.d3.loss_mask": 0.4986425742506981, "decode.d3.loss_dice": 0.8209164634346962, "decode.d4.loss_cls": 0.42272583544254305, "decode.d4.loss_mask": 0.5036555781960488, "decode.d4.loss_dice": 0.8492849379777908, "decode.d5.loss_cls": 0.43821103870868683, "decode.d5.loss_mask": 0.5054239198565483, "decode.d5.loss_dice": 0.8153303906321525, "decode.d6.loss_cls": 0.4178650364279747, "decode.d6.loss_mask": 0.49661198556423186, "decode.d6.loss_dice": 0.8245356887578964, "decode.d7.loss_cls": 0.42858990728855134, "decode.d7.loss_mask": 0.48800511211156844, "decode.d7.loss_dice": 0.8273257300257683, "decode.d8.loss_cls": 0.3985145643353462, "decode.d8.loss_mask": 0.4811709478497505, "decode.d8.loss_dice": 0.805197961628437, "time": 0.5339047193527222, "memory": 7215, "step": 94450}
{"lr": 4.476222114606079e-06, "data_time": 0.009273695945739745, "grad_norm": 85.76165580749512, "loss": 23.488837242126465, "decode.loss_cls": 0.4963406212627888, "decode.loss_mask": 0.5579048216342926, "decode.loss_dice": 0.9881048411130905, "decode.d0.loss_cls": 2.231737160682678, "decode.d0.loss_mask": 0.6577933609485627, "decode.d0.loss_dice": 1.2195829778909684, "decode.d1.loss_cls": 0.6710651978850365, "decode.d1.loss_mask": 0.5868236780166626, "decode.d1.loss_dice": 1.0921124339103698, "decode.d2.loss_cls": 0.6176970154047012, "decode.d2.loss_mask": 0.5698136240243912, "decode.d2.loss_dice": 1.1052611887454986, "decode.d3.loss_cls": 0.570126011967659, "decode.d3.loss_mask": 0.5621460646390914, "decode.d3.loss_dice": 1.0338661700487137, "decode.d4.loss_cls": 0.5420606806874275, "decode.d4.loss_mask": 0.5600310444831849, "decode.d4.loss_dice": 1.0478533565998078, "decode.d5.loss_cls": 0.5511887311935425, "decode.d5.loss_mask": 0.559219679236412, "decode.d5.loss_dice": 1.0375360876321793, "decode.d6.loss_cls": 0.4938207171857357, "decode.d6.loss_mask": 0.5568529516458511, "decode.d6.loss_dice": 1.0072733640670777, "decode.d7.loss_cls": 0.5140602231025696, "decode.d7.loss_mask": 0.5589349418878555, "decode.d7.loss_dice": 1.0234845578670502, "decode.d8.loss_cls": 0.5059569843113423, "decode.d8.loss_mask": 0.5570199310779571, "decode.d8.loss_dice": 1.0131682932376862, "time": 0.5361632347106934, "memory": 7247, "step": 94500}
{"lr": 4.473146730094965e-06, "data_time": 0.009086537361145019, "grad_norm": 85.99797210693359, "loss": 21.38110933303833, "decode.loss_cls": 0.5370025925338269, "decode.loss_mask": 0.5114327952265739, "decode.loss_dice": 0.831247116625309, "decode.d0.loss_cls": 2.1958356499671936, "decode.d0.loss_mask": 0.6046826243400574, "decode.d0.loss_dice": 1.066114953160286, "decode.d1.loss_cls": 0.6343451894819736, "decode.d1.loss_mask": 0.5563483297824859, "decode.d1.loss_dice": 0.9336143463850022, "decode.d2.loss_cls": 0.5931004073470831, "decode.d2.loss_mask": 0.535832804441452, "decode.d2.loss_dice": 0.8990300118923187, "decode.d3.loss_cls": 0.549829875305295, "decode.d3.loss_mask": 0.5280866101384163, "decode.d3.loss_dice": 0.8572366923093796, "decode.d4.loss_cls": 0.5662216112017632, "decode.d4.loss_mask": 0.5334561169147491, "decode.d4.loss_dice": 0.8508941024541855, "decode.d5.loss_cls": 0.5488668587058783, "decode.d5.loss_mask": 0.5288992702960968, "decode.d5.loss_dice": 0.8554887652397156, "decode.d6.loss_cls": 0.5478471368551254, "decode.d6.loss_mask": 0.5127840340137482, "decode.d6.loss_dice": 0.8460643425583839, "decode.d7.loss_cls": 0.5135078221559525, "decode.d7.loss_mask": 0.5187494233250618, "decode.d7.loss_dice": 0.8274245172739029, "decode.d8.loss_cls": 0.5369042944163084, "decode.d8.loss_mask": 0.5165042310953141, "decode.d8.loss_dice": 0.8437566921114922, "time": 0.5343946695327759, "memory": 7255, "step": 94550}
{"lr": 4.470071110633332e-06, "data_time": 0.009119176864624023, "grad_norm": 79.15513305664062, "loss": 24.041108322143554, "decode.loss_cls": 0.5182114075869322, "decode.loss_mask": 0.5454947620630264, "decode.loss_dice": 1.0951354160904885, "decode.d0.loss_cls": 2.1265029311180115, "decode.d0.loss_mask": 0.6696030497550964, "decode.d0.loss_dice": 1.2472537577152252, "decode.d1.loss_cls": 0.6978944048285485, "decode.d1.loss_mask": 0.5936980217695236, "decode.d1.loss_dice": 1.167252504825592, "decode.d2.loss_cls": 0.5988989613950253, "decode.d2.loss_mask": 0.6126590371131897, "decode.d2.loss_dice": 1.1463780209422112, "decode.d3.loss_cls": 0.5308392278850078, "decode.d3.loss_mask": 0.5698151797056198, "decode.d3.loss_dice": 1.1036755979061126, "decode.d4.loss_cls": 0.5117268823087215, "decode.d4.loss_mask": 0.5653555601835251, "decode.d4.loss_dice": 1.1123150452971458, "decode.d5.loss_cls": 0.5268261540681124, "decode.d5.loss_mask": 0.5470049917697907, "decode.d5.loss_dice": 1.091695074737072, "decode.d6.loss_cls": 0.551005557179451, "decode.d6.loss_mask": 0.5403958529233932, "decode.d6.loss_dice": 1.095353078842163, "decode.d7.loss_cls": 0.5126921713352204, "decode.d7.loss_mask": 0.5420638293027877, "decode.d7.loss_dice": 1.085997648537159, "decode.d8.loss_cls": 0.47171054482460023, "decode.d8.loss_mask": 0.557808318734169, "decode.d8.loss_dice": 1.105844756960869, "time": 0.5332115173339844, "memory": 7202, "step": 94600}
{"lr": 4.466995256023588e-06, "data_time": 0.009498834609985352, "grad_norm": 88.86720962524414, "loss": 23.505962562561034, "decode.loss_cls": 0.5229164943099022, "decode.loss_mask": 0.5781919330358505, "decode.loss_dice": 0.9517263919115067, "decode.d0.loss_cls": 2.1381800055503843, "decode.d0.loss_mask": 0.6804662019014358, "decode.d0.loss_dice": 1.1382833808660506, "decode.d1.loss_cls": 0.7513555258512497, "decode.d1.loss_mask": 0.6432551205158233, "decode.d1.loss_dice": 1.112367856502533, "decode.d2.loss_cls": 0.7228265941143036, "decode.d2.loss_mask": 0.598286771774292, "decode.d2.loss_dice": 0.991118586063385, "decode.d3.loss_cls": 0.6036251902580261, "decode.d3.loss_mask": 0.5851736575365066, "decode.d3.loss_dice": 0.988018000125885, "decode.d4.loss_cls": 0.5782492369413376, "decode.d4.loss_mask": 0.5871582120656967, "decode.d4.loss_dice": 0.9758075803518296, "decode.d5.loss_cls": 0.5714084103703498, "decode.d5.loss_mask": 0.5840639233589172, "decode.d5.loss_dice": 0.9513183057308197, "decode.d6.loss_cls": 0.5542609065771102, "decode.d6.loss_mask": 0.5798696726560593, "decode.d6.loss_dice": 0.974330511689186, "decode.d7.loss_cls": 0.5519179746508598, "decode.d7.loss_mask": 0.577642098069191, "decode.d7.loss_dice": 0.9618302166461945, "decode.d8.loss_cls": 0.5204311475157738, "decode.d8.loss_mask": 0.5716357171535492, "decode.d8.loss_dice": 0.9602468013763428, "time": 0.5340275049209595, "memory": 7238, "step": 94650}
{"lr": 4.463919166067809e-06, "data_time": 0.009080290794372559, "grad_norm": 89.76324119567872, "loss": 20.26173930168152, "decode.loss_cls": 0.39469979554414747, "decode.loss_mask": 0.5275683000683784, "decode.loss_dice": 0.8425040662288665, "decode.d0.loss_cls": 1.8113634169101716, "decode.d0.loss_mask": 0.6043436825275421, "decode.d0.loss_dice": 1.022943063080311, "decode.d1.loss_cls": 0.6939585953950882, "decode.d1.loss_mask": 0.5540996238589286, "decode.d1.loss_dice": 0.903588779270649, "decode.d2.loss_cls": 0.6871254533529282, "decode.d2.loss_mask": 0.5234431356191636, "decode.d2.loss_dice": 0.8591684967279434, "decode.d3.loss_cls": 0.5119488380849362, "decode.d3.loss_mask": 0.5395898818969727, "decode.d3.loss_dice": 0.8576148703694344, "decode.d4.loss_cls": 0.43378136307001114, "decode.d4.loss_mask": 0.5413216724991798, "decode.d4.loss_dice": 0.8412894256412983, "decode.d5.loss_cls": 0.423763657361269, "decode.d5.loss_mask": 0.5437033191323281, "decode.d5.loss_dice": 0.8450910590589047, "decode.d6.loss_cls": 0.40410896465182305, "decode.d6.loss_mask": 0.5324707731604577, "decode.d6.loss_dice": 0.8443440578877925, "decode.d7.loss_cls": 0.41771429479122163, "decode.d7.loss_mask": 0.5339583352208137, "decode.d7.loss_dice": 0.834206160902977, "decode.d8.loss_cls": 0.39384950026869775, "decode.d8.loss_mask": 0.5315904676914215, "decode.d8.loss_dice": 0.8065861321985721, "time": 0.5331011533737182, "memory": 7243, "step": 94700}
{"lr": 4.460842840567771e-06, "data_time": 0.009311914443969727, "grad_norm": 90.7920295715332, "loss": 26.14647045135498, "decode.loss_cls": 0.5759743273258209, "decode.loss_mask": 0.6810119867324829, "decode.loss_dice": 1.094185745716095, "decode.d0.loss_cls": 2.241847836971283, "decode.d0.loss_mask": 0.7511937499046326, "decode.d0.loss_dice": 1.2645474255084992, "decode.d1.loss_cls": 0.8988361418247223, "decode.d1.loss_mask": 0.700599679350853, "decode.d1.loss_dice": 1.159953874349594, "decode.d2.loss_cls": 0.7967316925525665, "decode.d2.loss_mask": 0.6809991478919983, "decode.d2.loss_dice": 1.0849605441093444, "decode.d3.loss_cls": 0.6725424081087112, "decode.d3.loss_mask": 0.6886395663022995, "decode.d3.loss_dice": 1.0905772984027862, "decode.d4.loss_cls": 0.6497268706560135, "decode.d4.loss_mask": 0.673532685637474, "decode.d4.loss_dice": 1.0839617729187012, "decode.d5.loss_cls": 0.5867452621459961, "decode.d5.loss_mask": 0.6880121290683746, "decode.d5.loss_dice": 1.077620929479599, "decode.d6.loss_cls": 0.6102761894464492, "decode.d6.loss_mask": 0.6912833034992218, "decode.d6.loss_dice": 1.0584044098854064, "decode.d7.loss_cls": 0.5665967762470245, "decode.d7.loss_mask": 0.6848079681396484, "decode.d7.loss_dice": 1.068811482191086, "decode.d8.loss_cls": 0.5577212125062943, "decode.d8.loss_mask": 0.6799228459596633, "decode.d8.loss_dice": 1.0864470601081848, "time": 0.5334502458572388, "memory": 7229, "step": 94750}
{"lr": 4.457766279324923e-06, "data_time": 0.009570837020874023, "grad_norm": 83.99632377624512, "loss": 25.092262172698973, "decode.loss_cls": 0.6100117310881614, "decode.loss_mask": 0.5996141903102398, "decode.loss_dice": 1.0326697766780852, "decode.d0.loss_cls": 2.3698030769824983, "decode.d0.loss_mask": 0.6646112471818924, "decode.d0.loss_dice": 1.2297924637794495, "decode.d1.loss_cls": 0.8419961556792259, "decode.d1.loss_mask": 0.6039526641368866, "decode.d1.loss_dice": 1.1114987820386886, "decode.d2.loss_cls": 0.7626527205109597, "decode.d2.loss_mask": 0.6102331534028054, "decode.d2.loss_dice": 1.051581898331642, "decode.d3.loss_cls": 0.6748098939657211, "decode.d3.loss_mask": 0.6066767483949661, "decode.d3.loss_dice": 1.026549306511879, "decode.d4.loss_cls": 0.6699086092412472, "decode.d4.loss_mask": 0.6036236926913261, "decode.d4.loss_dice": 1.0378661572933197, "decode.d5.loss_cls": 0.6245892003178597, "decode.d5.loss_mask": 0.607399744540453, "decode.d5.loss_dice": 1.020465674996376, "decode.d6.loss_cls": 0.5913470149040222, "decode.d6.loss_mask": 0.6077477909624577, "decode.d6.loss_dice": 1.0392531007528305, "decode.d7.loss_cls": 0.6248962745070458, "decode.d7.loss_mask": 0.5933077469468117, "decode.d7.loss_dice": 1.0324000358581542, "decode.d8.loss_cls": 0.6146395154297352, "decode.d8.loss_mask": 0.5980660386383534, "decode.d8.loss_dice": 1.0302979737520217, "time": 0.5614691972732544, "memory": 7195, "step": 94800}
{"lr": 4.454689482140392e-06, "data_time": 0.009382367134094238, "grad_norm": 84.33471298217773, "loss": 23.928782367706297, "decode.loss_cls": 0.38926679715514184, "decode.loss_mask": 0.6668076753616333, "decode.loss_dice": 1.0645940482616425, "decode.d0.loss_cls": 2.1578721165657044, "decode.d0.loss_mask": 0.6876843631267547, "decode.d0.loss_dice": 1.2170484960079193, "decode.d1.loss_cls": 0.6720289021730423, "decode.d1.loss_mask": 0.6660279601812362, "decode.d1.loss_dice": 1.132166638970375, "decode.d2.loss_cls": 0.5131076008081437, "decode.d2.loss_mask": 0.6697316110134125, "decode.d2.loss_dice": 1.083757495880127, "decode.d3.loss_cls": 0.4473696522414684, "decode.d3.loss_mask": 0.6609364181756974, "decode.d3.loss_dice": 1.080306389927864, "decode.d4.loss_cls": 0.4363635994493961, "decode.d4.loss_mask": 0.6585397005081177, "decode.d4.loss_dice": 1.0717854350805283, "decode.d5.loss_cls": 0.4875758089125156, "decode.d5.loss_mask": 0.6562512427568435, "decode.d5.loss_dice": 1.0642338424921036, "decode.d6.loss_cls": 0.47376818135380744, "decode.d6.loss_mask": 0.6582098662853241, "decode.d6.loss_dice": 1.045102334022522, "decode.d7.loss_cls": 0.4079909808933735, "decode.d7.loss_mask": 0.663793197274208, "decode.d7.loss_dice": 1.0620818108320236, "decode.d8.loss_cls": 0.39757162630558013, "decode.d8.loss_mask": 0.6639556288719177, "decode.d8.loss_dice": 1.0728532522916794, "time": 0.533547043800354, "memory": 7186, "step": 94850}
{"lr": 4.451612448814989e-06, "data_time": 0.009290218353271484, "grad_norm": 75.49092903137208, "loss": 24.95981216430664, "decode.loss_cls": 0.5597360700368881, "decode.loss_mask": 0.6296717613935471, "decode.loss_dice": 1.078641450405121, "decode.d0.loss_cls": 2.129480171203613, "decode.d0.loss_mask": 0.6616385698318481, "decode.d0.loss_dice": 1.2025372982025146, "decode.d1.loss_cls": 0.710026178508997, "decode.d1.loss_mask": 0.6586443901062011, "decode.d1.loss_dice": 1.1738946378231048, "decode.d2.loss_cls": 0.6406793400645256, "decode.d2.loss_mask": 0.6503507494926453, "decode.d2.loss_dice": 1.1433581292629242, "decode.d3.loss_cls": 0.6220059566199779, "decode.d3.loss_mask": 0.6202007353305816, "decode.d3.loss_dice": 1.0813837796449661, "decode.d4.loss_cls": 0.5877243869006634, "decode.d4.loss_mask": 0.6254020571708679, "decode.d4.loss_dice": 1.1139661490917205, "decode.d5.loss_cls": 0.5309523686766624, "decode.d5.loss_mask": 0.6247334122657776, "decode.d5.loss_dice": 1.1142108380794524, "decode.d6.loss_cls": 0.5470531739294529, "decode.d6.loss_mask": 0.628174963593483, "decode.d6.loss_dice": 1.0779469788074494, "decode.d7.loss_cls": 0.513894260674715, "decode.d7.loss_mask": 0.6326752454042435, "decode.d7.loss_dice": 1.0891627341508865, "decode.d8.loss_cls": 0.5784479398280382, "decode.d8.loss_mask": 0.6252267688512803, "decode.d8.loss_dice": 1.1079923510551453, "time": 0.5338319301605224, "memory": 7262, "step": 94900}
{"lr": 4.448535179149205e-06, "data_time": 0.009372997283935546, "grad_norm": 81.01496658325195, "loss": 24.855445289611815, "decode.loss_cls": 0.47826204523444177, "decode.loss_mask": 0.7098492383956909, "decode.loss_dice": 1.0625701934099196, "decode.d0.loss_cls": 2.0178223133087156, "decode.d0.loss_mask": 0.7383009999990463, "decode.d0.loss_dice": 1.1531429588794708, "decode.d1.loss_cls": 0.6577193975448609, "decode.d1.loss_mask": 0.7246170401573181, "decode.d1.loss_dice": 1.1273323237895965, "decode.d2.loss_cls": 0.5510707259178161, "decode.d2.loss_mask": 0.7061451554298401, "decode.d2.loss_dice": 1.081571426987648, "decode.d3.loss_cls": 0.5434918895363807, "decode.d3.loss_mask": 0.7068116962909698, "decode.d3.loss_dice": 1.0785566449165345, "decode.d4.loss_cls": 0.5130790039896965, "decode.d4.loss_mask": 0.7079328835010529, "decode.d4.loss_dice": 1.065968006849289, "decode.d5.loss_cls": 0.5603170081973076, "decode.d5.loss_mask": 0.7089313834905624, "decode.d5.loss_dice": 1.0680743336677552, "decode.d6.loss_cls": 0.5617339506745338, "decode.d6.loss_mask": 0.7176440358161926, "decode.d6.loss_dice": 1.06488898396492, "decode.d7.loss_cls": 0.5172472432255745, "decode.d7.loss_mask": 0.7179727792739868, "decode.d7.loss_dice": 1.0617417573928833, "decode.d8.loss_cls": 0.4920722499489784, "decode.d8.loss_mask": 0.7077639877796174, "decode.d8.loss_dice": 1.0528128832578658, "time": 0.5342571496963501, "memory": 7237, "step": 94950}
{"lr": 4.445457672943201e-06, "data_time": 0.009350347518920898, "grad_norm": 78.87425003051757, "loss": 24.754513454437255, "decode.loss_cls": 0.47994475811719894, "decode.loss_mask": 0.650763726234436, "decode.loss_dice": 1.037195122241974, "decode.d0.loss_cls": 2.1854411125183106, "decode.d0.loss_mask": 0.7663699954748153, "decode.d0.loss_dice": 1.2609814524650573, "decode.d1.loss_cls": 0.7038854956626892, "decode.d1.loss_mask": 0.7285498976707458, "decode.d1.loss_dice": 1.120395490527153, "decode.d2.loss_cls": 0.6632723838090897, "decode.d2.loss_mask": 0.7152550727128982, "decode.d2.loss_dice": 1.0866090774536132, "decode.d3.loss_cls": 0.6062580943107605, "decode.d3.loss_mask": 0.6972801625728607, "decode.d3.loss_dice": 1.0311185002326966, "decode.d4.loss_cls": 0.6097494155168534, "decode.d4.loss_mask": 0.6718114703893662, "decode.d4.loss_dice": 1.0167818456888198, "decode.d5.loss_cls": 0.5311180174350738, "decode.d5.loss_mask": 0.662843644618988, "decode.d5.loss_dice": 1.0303968012332916, "decode.d6.loss_cls": 0.49445153772830963, "decode.d6.loss_mask": 0.642773324251175, "decode.d6.loss_dice": 1.0371898472309113, "decode.d7.loss_cls": 0.5036371514201164, "decode.d7.loss_mask": 0.6407132506370544, "decode.d7.loss_dice": 1.0225115299224854, "decode.d8.loss_cls": 0.46391104012727735, "decode.d8.loss_mask": 0.6514395385980606, "decode.d8.loss_dice": 1.0418665021657945, "time": 0.5343007802963257, "memory": 7332, "step": 95000}
{"aAcc": 83.86, "mIoU": 52.31, "mAcc": 67.54, "data_time": 0.0018894596403813456, "time": 0.18403395048650611, "step": 95000}
{"lr": 4.44237992999682e-06, "data_time": 0.00986175537109375, "grad_norm": 84.38364181518554, "loss": 26.038296508789063, "decode.loss_cls": 0.644332705438137, "decode.loss_mask": 0.6208561807870865, "decode.loss_dice": 1.0249005556106567, "decode.d0.loss_cls": 2.5050456881523133, "decode.d0.loss_mask": 0.6930029660463333, "decode.d0.loss_dice": 1.2202945798635483, "decode.d1.loss_cls": 0.8446493044495582, "decode.d1.loss_mask": 0.6540117517113686, "decode.d1.loss_dice": 1.1770746201276778, "decode.d2.loss_cls": 0.7642605617642403, "decode.d2.loss_mask": 0.6551196247339248, "decode.d2.loss_dice": 1.1265450716018677, "decode.d3.loss_cls": 0.6913695126771927, "decode.d3.loss_mask": 0.6321477979421616, "decode.d3.loss_dice": 1.077047947049141, "decode.d4.loss_cls": 0.6419196516275406, "decode.d4.loss_mask": 0.6331225901842117, "decode.d4.loss_dice": 1.0972209453582764, "decode.d5.loss_cls": 0.7271163567900658, "decode.d5.loss_mask": 0.6090674936771393, "decode.d5.loss_dice": 1.0572528541088104, "decode.d6.loss_cls": 0.6633947394788265, "decode.d6.loss_mask": 0.6109704598784447, "decode.d6.loss_dice": 1.0460159659385682, "decode.d7.loss_cls": 0.6281192250549793, "decode.d7.loss_mask": 0.624526646733284, "decode.d7.loss_dice": 1.067566156387329, "decode.d8.loss_cls": 0.6338444024324417, "decode.d8.loss_mask": 0.6258187457919121, "decode.d8.loss_dice": 1.0416805356740952, "time": 0.5346232175827026, "memory": 7214, "step": 95050}
{"lr": 4.439301950109579e-06, "data_time": 0.009270691871643066, "grad_norm": 97.44543190002442, "loss": 27.824390983581544, "decode.loss_cls": 0.736012939363718, "decode.loss_mask": 0.6524073556065559, "decode.loss_dice": 1.0715222835540772, "decode.d0.loss_cls": 2.331609773635864, "decode.d0.loss_mask": 0.8387436002492905, "decode.d0.loss_dice": 1.417890378832817, "decode.d1.loss_cls": 0.8403997749090195, "decode.d1.loss_mask": 0.726339602470398, "decode.d1.loss_dice": 1.2726191014051438, "decode.d2.loss_cls": 0.8486345909535885, "decode.d2.loss_mask": 0.6948850631713868, "decode.d2.loss_dice": 1.1683921098709107, "decode.d3.loss_cls": 0.8309038370847702, "decode.d3.loss_mask": 0.6812208533287049, "decode.d3.loss_dice": 1.1404867231845857, "decode.d4.loss_cls": 0.8525878980755806, "decode.d4.loss_mask": 0.6752292051911354, "decode.d4.loss_dice": 1.1193943530321122, "decode.d5.loss_cls": 0.7898527838289737, "decode.d5.loss_mask": 0.664422008395195, "decode.d5.loss_dice": 1.1140146940946578, "decode.d6.loss_cls": 0.7065273195505142, "decode.d6.loss_mask": 0.6622968971729278, "decode.d6.loss_dice": 1.0884268581867218, "decode.d7.loss_cls": 0.6920804686844348, "decode.d7.loss_mask": 0.6526083111763, "decode.d7.loss_dice": 1.0864375457167625, "decode.d8.loss_cls": 0.7257598869502544, "decode.d8.loss_mask": 0.6534936428070068, "decode.d8.loss_dice": 1.089191761612892, "time": 0.5347320079803467, "memory": 7260, "step": 95100}
{"lr": 4.436223733080677e-06, "data_time": 0.009401321411132812, "grad_norm": 90.40804023742676, "loss": 27.881456184387208, "decode.loss_cls": 0.5888316392898559, "decode.loss_mask": 0.7551332712173462, "decode.loss_dice": 1.1538911402225493, "decode.d0.loss_cls": 2.237559401988983, "decode.d0.loss_mask": 0.7923701345920563, "decode.d0.loss_dice": 1.3216460168361663, "decode.d1.loss_cls": 0.7707771852612495, "decode.d1.loss_mask": 0.7917556375265121, "decode.d1.loss_dice": 1.2707123637199402, "decode.d2.loss_cls": 0.7221134319901467, "decode.d2.loss_mask": 0.7962941765785218, "decode.d2.loss_dice": 1.2461515843868256, "decode.d3.loss_cls": 0.6924775049090386, "decode.d3.loss_mask": 0.7646775841712952, "decode.d3.loss_dice": 1.2109742283821106, "decode.d4.loss_cls": 0.6337579324841499, "decode.d4.loss_mask": 0.7651478081941605, "decode.d4.loss_dice": 1.2038049280643464, "decode.d5.loss_cls": 0.6622121915221214, "decode.d5.loss_mask": 0.7570134341716767, "decode.d5.loss_dice": 1.1757125675678253, "decode.d6.loss_cls": 0.6058848299086094, "decode.d6.loss_mask": 0.7611880719661712, "decode.d6.loss_dice": 1.1323530197143554, "decode.d7.loss_cls": 0.6179213523864746, "decode.d7.loss_mask": 0.7548127830028534, "decode.d7.loss_dice": 1.179596585035324, "decode.d8.loss_cls": 0.588766410201788, "decode.d8.loss_mask": 0.7535388976335525, "decode.d8.loss_dice": 1.1743793785572052, "time": 0.5367623329162597, "memory": 7235, "step": 95150}
{"lr": 4.4331452787089845e-06, "data_time": 0.009462666511535645, "grad_norm": 85.48536682128906, "loss": 23.31098108291626, "decode.loss_cls": 0.48310561329126356, "decode.loss_mask": 0.6018628299236297, "decode.loss_dice": 0.9533989489078522, "decode.d0.loss_cls": 2.248118591308594, "decode.d0.loss_mask": 0.692399662733078, "decode.d0.loss_dice": 1.1722726494073867, "decode.d1.loss_cls": 0.7215654827654362, "decode.d1.loss_mask": 0.6334934070706367, "decode.d1.loss_dice": 0.999499973654747, "decode.d2.loss_cls": 0.6127597749233246, "decode.d2.loss_mask": 0.6058865040540695, "decode.d2.loss_dice": 0.9998631924390793, "decode.d3.loss_cls": 0.5763811782002449, "decode.d3.loss_mask": 0.6155887216329574, "decode.d3.loss_dice": 0.9676873236894608, "decode.d4.loss_cls": 0.568731351941824, "decode.d4.loss_mask": 0.6117920607328415, "decode.d4.loss_dice": 0.9657742530107498, "decode.d5.loss_cls": 0.5248504847288131, "decode.d5.loss_mask": 0.6057100385427475, "decode.d5.loss_dice": 0.9504126101732254, "decode.d6.loss_cls": 0.5237439386546612, "decode.d6.loss_mask": 0.6122348785400391, "decode.d6.loss_dice": 0.970995870232582, "decode.d7.loss_cls": 0.48795187324285505, "decode.d7.loss_mask": 0.6098191201686859, "decode.d7.loss_dice": 0.9372486412525177, "decode.d8.loss_cls": 0.5056183554232121, "decode.d8.loss_mask": 0.6003850638866425, "decode.d8.loss_dice": 0.9518288791179657, "time": 0.5375591039657592, "memory": 7176, "step": 95200}
{"lr": 4.430066586793044e-06, "data_time": 0.009710741043090821, "grad_norm": 99.55871200561523, "loss": 19.974666261672972, "decode.loss_cls": 0.4209050014615059, "decode.loss_mask": 0.6198149502277375, "decode.loss_dice": 0.7914484873414039, "decode.d0.loss_cls": 1.8790980219841003, "decode.d0.loss_mask": 0.6178979009389878, "decode.d0.loss_dice": 0.8324305906891822, "decode.d1.loss_cls": 0.5726199850440026, "decode.d1.loss_mask": 0.6375604480504989, "decode.d1.loss_dice": 0.8281420186161995, "decode.d2.loss_cls": 0.4587895795702934, "decode.d2.loss_mask": 0.6228739529848099, "decode.d2.loss_dice": 0.7794138357043267, "decode.d3.loss_cls": 0.4553225539624691, "decode.d3.loss_mask": 0.6122299462556839, "decode.d3.loss_dice": 0.7590974330902099, "decode.d4.loss_cls": 0.3828652694821358, "decode.d4.loss_mask": 0.6364042550325394, "decode.d4.loss_dice": 0.8047065898776055, "decode.d5.loss_cls": 0.4568359076976776, "decode.d5.loss_mask": 0.6032302767038346, "decode.d5.loss_dice": 0.7527814000844956, "decode.d6.loss_cls": 0.49321502894163133, "decode.d6.loss_mask": 0.5851311624050141, "decode.d6.loss_dice": 0.7475836724042892, "decode.d7.loss_cls": 0.4723872683942318, "decode.d7.loss_mask": 0.6082639068365097, "decode.d7.loss_dice": 0.7468136250972748, "decode.d8.loss_cls": 0.41060103476047516, "decode.d8.loss_mask": 0.6333960622549057, "decode.d8.loss_dice": 0.7528059646487236, "time": 0.5339552402496338, "memory": 7261, "step": 95250}
{"lr": 4.426987657131066e-06, "data_time": 0.009399700164794921, "grad_norm": 76.40718650817871, "loss": 24.573937702178956, "decode.loss_cls": 0.5610080540180207, "decode.loss_mask": 0.6094247430562973, "decode.loss_dice": 1.0042001068592072, "decode.d0.loss_cls": 2.264715576171875, "decode.d0.loss_mask": 0.7467732191085815, "decode.d0.loss_dice": 1.2390045464038848, "decode.d1.loss_cls": 0.8681674271821975, "decode.d1.loss_mask": 0.6427480310201645, "decode.d1.loss_dice": 1.1100003838539123, "decode.d2.loss_cls": 0.7383999824523926, "decode.d2.loss_mask": 0.6372092545032502, "decode.d2.loss_dice": 1.037679809331894, "decode.d3.loss_cls": 0.6282994002103806, "decode.d3.loss_mask": 0.6174392729997635, "decode.d3.loss_dice": 1.0365595996379853, "decode.d4.loss_cls": 0.5910148978233337, "decode.d4.loss_mask": 0.6002382218837738, "decode.d4.loss_dice": 0.9958040118217468, "decode.d5.loss_cls": 0.5783870607614517, "decode.d5.loss_mask": 0.6071362912654876, "decode.d5.loss_dice": 1.0195767551660537, "decode.d6.loss_cls": 0.5368727952241897, "decode.d6.loss_mask": 0.607052418589592, "decode.d6.loss_dice": 0.9960632085800171, "decode.d7.loss_cls": 0.48121276795864104, "decode.d7.loss_mask": 0.6168717861175537, "decode.d7.loss_dice": 1.0271754950284957, "decode.d8.loss_cls": 0.544942507147789, "decode.d8.loss_mask": 0.610205790400505, "decode.d8.loss_dice": 1.0197556465864182, "time": 0.532723331451416, "memory": 7199, "step": 95300}
{"lr": 4.423908489520951e-06, "data_time": 0.009456610679626465, "grad_norm": 92.86468162536622, "loss": 25.35601613521576, "decode.loss_cls": 0.7051944799721241, "decode.loss_mask": 0.6645930629223585, "decode.loss_dice": 0.9838399313390255, "decode.d0.loss_cls": 2.022883081436157, "decode.d0.loss_mask": 0.7749366633594036, "decode.d0.loss_dice": 1.1798200249671935, "decode.d1.loss_cls": 0.8515476763248444, "decode.d1.loss_mask": 0.6795035269111395, "decode.d1.loss_dice": 1.0209926791489123, "decode.d2.loss_cls": 0.681562252342701, "decode.d2.loss_mask": 0.7369732100516557, "decode.d2.loss_dice": 1.0135462880134583, "decode.d3.loss_cls": 0.6809521608054638, "decode.d3.loss_mask": 0.6699166815727949, "decode.d3.loss_dice": 0.9845937017351389, "decode.d4.loss_cls": 0.7090171679854393, "decode.d4.loss_mask": 0.6701483093202114, "decode.d4.loss_dice": 0.9720250386744738, "decode.d5.loss_cls": 0.6761190250515938, "decode.d5.loss_mask": 0.7185473497956991, "decode.d5.loss_dice": 0.9965025644749403, "decode.d6.loss_cls": 0.684011772274971, "decode.d6.loss_mask": 0.6906978018581867, "decode.d6.loss_dice": 0.9732973083853722, "decode.d7.loss_cls": 0.6413380444049835, "decode.d7.loss_mask": 0.6802367083728313, "decode.d7.loss_dice": 0.9776753429323435, "decode.d8.loss_cls": 0.6713818505406379, "decode.d8.loss_mask": 0.66958525814116, "decode.d8.loss_dice": 0.9745774004608393, "time": 0.5330758333206177, "memory": 7225, "step": 95350}
{"lr": 4.420829083760257e-06, "data_time": 0.009490609169006348, "grad_norm": 80.63872756958008, "loss": 25.38556489944458, "decode.loss_cls": 0.5711115717887878, "decode.loss_mask": 0.620726352930069, "decode.loss_dice": 0.9956016957759857, "decode.d0.loss_cls": 2.329996609687805, "decode.d0.loss_mask": 0.7594420313835144, "decode.d0.loss_dice": 1.2989572048187257, "decode.d1.loss_cls": 0.7894469171762466, "decode.d1.loss_mask": 0.7114704549312592, "decode.d1.loss_dice": 1.1821582198143006, "decode.d2.loss_cls": 0.7039212137460709, "decode.d2.loss_mask": 0.7016919866204262, "decode.d2.loss_dice": 1.106540510058403, "decode.d3.loss_cls": 0.7513274759054184, "decode.d3.loss_mask": 0.6504672557115555, "decode.d3.loss_dice": 1.025056928396225, "decode.d4.loss_cls": 0.6846703812479973, "decode.d4.loss_mask": 0.6290378987789154, "decode.d4.loss_dice": 1.022034338116646, "decode.d5.loss_cls": 0.5967381745576859, "decode.d5.loss_mask": 0.6210985571146012, "decode.d5.loss_dice": 1.022038671374321, "decode.d6.loss_cls": 0.5934989050030708, "decode.d6.loss_mask": 0.6221165999770164, "decode.d6.loss_dice": 1.0062948346138, "decode.d7.loss_cls": 0.593695679306984, "decode.d7.loss_mask": 0.6175185114145278, "decode.d7.loss_dice": 0.9957556962966919, "decode.d8.loss_cls": 0.6050627678632736, "decode.d8.loss_mask": 0.6068854942917824, "decode.d8.loss_dice": 0.9712015658617019, "time": 0.5339713096618652, "memory": 7174, "step": 95400}
{"lr": 4.4177494396462094e-06, "data_time": 0.009528660774230957, "grad_norm": 103.94276580810546, "loss": 21.187215042114257, "decode.loss_cls": 0.48378622718155384, "decode.loss_mask": 0.599946303665638, "decode.loss_dice": 0.7860773473978042, "decode.d0.loss_cls": 2.0506349980831144, "decode.d0.loss_mask": 0.6575999200344086, "decode.d0.loss_dice": 0.9243274331092834, "decode.d1.loss_cls": 0.6294659994542599, "decode.d1.loss_mask": 0.633584463596344, "decode.d1.loss_dice": 0.8724310338497162, "decode.d2.loss_cls": 0.5581708401441574, "decode.d2.loss_mask": 0.6127550363540649, "decode.d2.loss_dice": 0.8214803218841553, "decode.d3.loss_cls": 0.4709222737699747, "decode.d3.loss_mask": 0.6191371932625771, "decode.d3.loss_dice": 0.8083982765674591, "decode.d4.loss_cls": 0.5064135074615479, "decode.d4.loss_mask": 0.6317182719707489, "decode.d4.loss_dice": 0.8288669526576996, "decode.d5.loss_cls": 0.529250656068325, "decode.d5.loss_mask": 0.6190625905990601, "decode.d5.loss_dice": 0.8170181274414062, "decode.d6.loss_cls": 0.483944584056735, "decode.d6.loss_mask": 0.60936459004879, "decode.d6.loss_dice": 0.7952551275491715, "decode.d7.loss_cls": 0.5099528126418591, "decode.d7.loss_mask": 0.6064168125391006, "decode.d7.loss_dice": 0.7884427696466446, "decode.d8.loss_cls": 0.5382882945239544, "decode.d8.loss_mask": 0.6066372886300087, "decode.d8.loss_dice": 0.7878644227981567, "time": 0.5377825498580933, "memory": 7257, "step": 95450}
{"lr": 4.414669556975719e-06, "data_time": 0.009615039825439453, "grad_norm": 107.10594253540039, "loss": 23.278439426422118, "decode.loss_cls": 0.6475692376494407, "decode.loss_mask": 0.5620725452899933, "decode.loss_dice": 0.914551317691803, "decode.d0.loss_cls": 1.9459657728672028, "decode.d0.loss_mask": 0.6910967797040939, "decode.d0.loss_dice": 1.0752085208892823, "decode.d1.loss_cls": 0.8659885130822659, "decode.d1.loss_mask": 0.6240422174334526, "decode.d1.loss_dice": 0.9898433446884155, "decode.d2.loss_cls": 0.637477045506239, "decode.d2.loss_mask": 0.5902286916971207, "decode.d2.loss_dice": 0.959664523601532, "decode.d3.loss_cls": 0.6192447803914547, "decode.d3.loss_mask": 0.5890027731657028, "decode.d3.loss_dice": 0.9355372786521912, "decode.d4.loss_cls": 0.6266180336475372, "decode.d4.loss_mask": 0.5783144503831863, "decode.d4.loss_dice": 0.9347649216651917, "decode.d5.loss_cls": 0.6042751636356115, "decode.d5.loss_mask": 0.5828798785805702, "decode.d5.loss_dice": 0.9110436052083969, "decode.d6.loss_cls": 0.6488018650561571, "decode.d6.loss_mask": 0.5732660174369812, "decode.d6.loss_dice": 0.9221389889717102, "decode.d7.loss_cls": 0.6580598741769791, "decode.d7.loss_mask": 0.5601208582520485, "decode.d7.loss_dice": 0.9180478930473328, "decode.d8.loss_cls": 0.6378361750394106, "decode.d8.loss_mask": 0.5633378610014915, "decode.d8.loss_dice": 0.9114398539066315, "time": 0.5357091665267945, "memory": 7225, "step": 95500}
{"lr": 4.411589435545356e-06, "data_time": 0.009854507446289063, "grad_norm": 82.66734619140625, "loss": 27.644135856628417, "decode.loss_cls": 0.4909619003534317, "decode.loss_mask": 0.7248208522796631, "decode.loss_dice": 1.1710910201072693, "decode.d0.loss_cls": 2.2986345052719117, "decode.d0.loss_mask": 0.8437922894954681, "decode.d0.loss_dice": 1.331976717710495, "decode.d1.loss_cls": 0.833661749958992, "decode.d1.loss_mask": 0.8069138884544372, "decode.d1.loss_dice": 1.2590838015079497, "decode.d2.loss_cls": 0.6932870805263519, "decode.d2.loss_mask": 0.7692809462547302, "decode.d2.loss_dice": 1.205607718229294, "decode.d3.loss_cls": 0.6852149561047554, "decode.d3.loss_mask": 0.7354175209999084, "decode.d3.loss_dice": 1.2053053289651872, "decode.d4.loss_cls": 0.6361730962991714, "decode.d4.loss_mask": 0.770641666650772, "decode.d4.loss_dice": 1.1985202431678772, "decode.d5.loss_cls": 0.5654126077890396, "decode.d5.loss_mask": 0.7615536749362946, "decode.d5.loss_dice": 1.1924634367227553, "decode.d6.loss_cls": 0.5763076797127724, "decode.d6.loss_mask": 0.7401028156280518, "decode.d6.loss_dice": 1.1536202609539032, "decode.d7.loss_cls": 0.5836542785167694, "decode.d7.loss_mask": 0.7347743332386016, "decode.d7.loss_dice": 1.1722840011119842, "decode.d8.loss_cls": 0.5839701816439629, "decode.d8.loss_mask": 0.7445672512054443, "decode.d8.loss_dice": 1.1750386744737624, "time": 0.5363040924072265, "memory": 7208, "step": 95550}
{"lr": 4.408509075151355e-06, "data_time": 0.009820675849914551, "grad_norm": 84.07554244995117, "loss": 25.84168162345886, "decode.loss_cls": 0.534847616404295, "decode.loss_mask": 0.7769357115030289, "decode.loss_dice": 0.9528035029768944, "decode.d0.loss_cls": 2.2307590186595916, "decode.d0.loss_mask": 0.9392881333827973, "decode.d0.loss_dice": 1.1938387304544449, "decode.d1.loss_cls": 0.8546300277113914, "decode.d1.loss_mask": 0.8376487761735916, "decode.d1.loss_dice": 1.060020810365677, "decode.d2.loss_cls": 0.7076265856623649, "decode.d2.loss_mask": 0.8314939379692078, "decode.d2.loss_dice": 0.9956000179052353, "decode.d3.loss_cls": 0.5913009069859981, "decode.d3.loss_mask": 0.8002349078655243, "decode.d3.loss_dice": 1.0065092533826827, "decode.d4.loss_cls": 0.573165238276124, "decode.d4.loss_mask": 0.7953421175479889, "decode.d4.loss_dice": 0.987556204199791, "decode.d5.loss_cls": 0.5811059985309839, "decode.d5.loss_mask": 0.7976355433464051, "decode.d5.loss_dice": 0.9460248321294784, "decode.d6.loss_cls": 0.5451230943202973, "decode.d6.loss_mask": 0.7878720432519912, "decode.d6.loss_dice": 0.9542877674102783, "decode.d7.loss_cls": 0.5563042104244232, "decode.d7.loss_mask": 0.7823608994483948, "decode.d7.loss_dice": 0.9479258209466934, "decode.d8.loss_cls": 0.5166584506630898, "decode.d8.loss_mask": 0.7906931877136231, "decode.d8.loss_dice": 0.96608966588974, "time": 0.5626945495605469, "memory": 7207, "step": 95600}
{"lr": 4.405428475589631e-06, "data_time": 0.009663248062133789, "grad_norm": 92.14039688110351, "loss": 20.01242837905884, "decode.loss_cls": 0.3574209362268448, "decode.loss_mask": 0.5834976136684418, "decode.loss_dice": 0.7818345695734024, "decode.d0.loss_cls": 2.049362587928772, "decode.d0.loss_mask": 0.6063598766922951, "decode.d0.loss_dice": 0.9171692356467247, "decode.d1.loss_cls": 0.5499771259725094, "decode.d1.loss_mask": 0.6028856262564659, "decode.d1.loss_dice": 0.8552406072616577, "decode.d2.loss_cls": 0.5991422645747662, "decode.d2.loss_mask": 0.5917931064963341, "decode.d2.loss_dice": 0.8002885416150093, "decode.d3.loss_cls": 0.47793493382632735, "decode.d3.loss_mask": 0.5772890135645866, "decode.d3.loss_dice": 0.7770537793636322, "decode.d4.loss_cls": 0.46232946813106535, "decode.d4.loss_mask": 0.5724616482853889, "decode.d4.loss_dice": 0.766780711710453, "decode.d5.loss_cls": 0.42343162298202514, "decode.d5.loss_mask": 0.5785201787948608, "decode.d5.loss_dice": 0.8153038695454597, "decode.d6.loss_cls": 0.4258224915713072, "decode.d6.loss_mask": 0.5723632007837296, "decode.d6.loss_dice": 0.7829514443874359, "decode.d7.loss_cls": 0.38935667611658575, "decode.d7.loss_mask": 0.5854701071977615, "decode.d7.loss_dice": 0.7785602062940598, "decode.d8.loss_cls": 0.36606379225850105, "decode.d8.loss_mask": 0.5851678863167763, "decode.d8.loss_dice": 0.7805953919887543, "time": 0.5322890996932983, "memory": 7277, "step": 95650}
{"lr": 4.402347636655761e-06, "data_time": 0.009415316581726074, "grad_norm": 87.17735023498535, "loss": 28.437389087677, "decode.loss_cls": 0.6737483337521553, "decode.loss_mask": 0.8260998725891113, "decode.loss_dice": 1.0871017336845399, "decode.d0.loss_cls": 2.1651213228702546, "decode.d0.loss_mask": 0.939164912700653, "decode.d0.loss_dice": 1.3389484286308289, "decode.d1.loss_cls": 0.8789324387907982, "decode.d1.loss_mask": 0.8568941295146942, "decode.d1.loss_dice": 1.1767222344875337, "decode.d2.loss_cls": 0.802665664255619, "decode.d2.loss_mask": 0.8604955077171326, "decode.d2.loss_dice": 1.1464259654283524, "decode.d3.loss_cls": 0.7206162855029106, "decode.d3.loss_mask": 0.8352402925491333, "decode.d3.loss_dice": 1.127878549695015, "decode.d4.loss_cls": 0.7108032569289208, "decode.d4.loss_mask": 0.8356246888637543, "decode.d4.loss_dice": 1.122478261590004, "decode.d5.loss_cls": 0.6897246748208999, "decode.d5.loss_mask": 0.8347254037857056, "decode.d5.loss_dice": 1.1142704367637635, "decode.d6.loss_cls": 0.6610900491476059, "decode.d6.loss_mask": 0.8329426407814026, "decode.d6.loss_dice": 1.0924891829490662, "decode.d7.loss_cls": 0.6113305941224099, "decode.d7.loss_mask": 0.8311623513698578, "decode.d7.loss_dice": 1.1054578125476837, "decode.d8.loss_cls": 0.6404590860009194, "decode.d8.loss_mask": 0.8273089557886124, "decode.d8.loss_dice": 1.0914632558822632, "time": 0.5335533142089843, "memory": 7218, "step": 95700}
{"lr": 4.399266558144977e-06, "data_time": 0.009618377685546875, "grad_norm": 86.89670791625977, "loss": 17.140670156478883, "decode.loss_cls": 0.3414930641651154, "decode.loss_mask": 0.4971133843064308, "decode.loss_dice": 0.6383506566286087, "decode.d0.loss_cls": 1.8528977453708648, "decode.d0.loss_mask": 0.5875387489795685, "decode.d0.loss_dice": 0.8020951747894287, "decode.d1.loss_cls": 0.45617666020989417, "decode.d1.loss_mask": 0.5191904753446579, "decode.d1.loss_dice": 0.7177553370594978, "decode.d2.loss_cls": 0.4346597589552402, "decode.d2.loss_mask": 0.5338720098137856, "decode.d2.loss_dice": 0.6954052060842514, "decode.d3.loss_cls": 0.426080284267664, "decode.d3.loss_mask": 0.5013335108757019, "decode.d3.loss_dice": 0.6492930129170418, "decode.d4.loss_cls": 0.3866258628666401, "decode.d4.loss_mask": 0.5065482825040817, "decode.d4.loss_dice": 0.6488977178931237, "decode.d5.loss_cls": 0.3694954104721546, "decode.d5.loss_mask": 0.4921127900481224, "decode.d5.loss_dice": 0.6306155696511269, "decode.d6.loss_cls": 0.35655822679400445, "decode.d6.loss_mask": 0.4927603557705879, "decode.d6.loss_dice": 0.6337381735444069, "decode.d7.loss_cls": 0.3521331503987312, "decode.d7.loss_mask": 0.49440538287162783, "decode.d7.loss_dice": 0.6307294592261314, "decode.d8.loss_cls": 0.34465028159320354, "decode.d8.loss_mask": 0.4992909044027328, "decode.d8.loss_dice": 0.6488540798425675, "time": 0.5326765298843383, "memory": 7216, "step": 95750}
{"lr": 4.396185239852199e-06, "data_time": 0.009598779678344726, "grad_norm": 105.32401123046876, "loss": 21.43487310409546, "decode.loss_cls": 0.6874228548258543, "decode.loss_mask": 0.5469463348388672, "decode.loss_dice": 0.734344157576561, "decode.d0.loss_cls": 2.0945505023002626, "decode.d0.loss_mask": 0.5973667323589325, "decode.d0.loss_dice": 0.8584506213665009, "decode.d1.loss_cls": 0.824348722398281, "decode.d1.loss_mask": 0.5319012641906739, "decode.d1.loss_dice": 0.8031424343585968, "decode.d2.loss_cls": 0.7433195121586322, "decode.d2.loss_mask": 0.5267374351620674, "decode.d2.loss_dice": 0.7868807196617127, "decode.d3.loss_cls": 0.7322410725057125, "decode.d3.loss_mask": 0.5402837216854095, "decode.d3.loss_dice": 0.7457241952419281, "decode.d4.loss_cls": 0.7116892315447331, "decode.d4.loss_mask": 0.5298935383558273, "decode.d4.loss_dice": 0.7254599004983902, "decode.d5.loss_cls": 0.7042433880269527, "decode.d5.loss_mask": 0.5254830330610275, "decode.d5.loss_dice": 0.7351210594177247, "decode.d6.loss_cls": 0.5834754940122366, "decode.d6.loss_mask": 0.5509761407971382, "decode.d6.loss_dice": 0.7519778102636338, "decode.d7.loss_cls": 0.6207109309732914, "decode.d7.loss_mask": 0.5495831400156022, "decode.d7.loss_dice": 0.7646172016859054, "decode.d8.loss_cls": 0.6529621232300997, "decode.d8.loss_mask": 0.5272933706641197, "decode.d8.loss_dice": 0.7477264165878296, "time": 0.534133005142212, "memory": 7233, "step": 95800}
{"lr": 4.393103681571986e-06, "data_time": 0.00902726650238037, "grad_norm": 77.42839088439942, "loss": 26.849094486236574, "decode.loss_cls": 0.44970512613654134, "decode.loss_mask": 0.7972690552473068, "decode.loss_dice": 1.1754230201244353, "decode.d0.loss_cls": 2.174374318122864, "decode.d0.loss_mask": 0.7481589287519455, "decode.d0.loss_dice": 1.3330730348825455, "decode.d1.loss_cls": 0.7007688045501709, "decode.d1.loss_mask": 0.7897062718868255, "decode.d1.loss_dice": 1.2388407975435256, "decode.d2.loss_cls": 0.5952774733304977, "decode.d2.loss_mask": 0.7905547320842743, "decode.d2.loss_dice": 1.2142252892255783, "decode.d3.loss_cls": 0.5278920136392117, "decode.d3.loss_mask": 0.8278502970933914, "decode.d3.loss_dice": 1.2001461386680603, "decode.d4.loss_cls": 0.538764537870884, "decode.d4.loss_mask": 0.7781493157148361, "decode.d4.loss_dice": 1.187814798951149, "decode.d5.loss_cls": 0.5073001712560654, "decode.d5.loss_mask": 0.8093984395265579, "decode.d5.loss_dice": 1.1950997322797776, "decode.d6.loss_cls": 0.5069744355976582, "decode.d6.loss_mask": 0.7610749006271362, "decode.d6.loss_dice": 1.1752820789813996, "decode.d7.loss_cls": 0.47115669772028923, "decode.d7.loss_mask": 0.7714511811733246, "decode.d7.loss_dice": 1.1733780324459075, "decode.d8.loss_cls": 0.48120163157582285, "decode.d8.loss_mask": 0.7640308469533921, "decode.d8.loss_dice": 1.164752247929573, "time": 0.5328110218048095, "memory": 7248, "step": 95850}
{"lr": 4.390021883098575e-06, "data_time": 0.009058213233947754, "grad_norm": 100.05438842773438, "loss": 23.23588056564331, "decode.loss_cls": 0.46882854104042054, "decode.loss_mask": 0.6468567401170731, "decode.loss_dice": 0.925415325164795, "decode.d0.loss_cls": 2.1034560441970824, "decode.d0.loss_mask": 0.7572430282831192, "decode.d0.loss_dice": 1.1513734579086303, "decode.d1.loss_cls": 0.6305363863706589, "decode.d1.loss_mask": 0.6934428632259368, "decode.d1.loss_dice": 1.049247395992279, "decode.d2.loss_cls": 0.5510032176971436, "decode.d2.loss_mask": 0.6795837193727493, "decode.d2.loss_dice": 0.9830467253923416, "decode.d3.loss_cls": 0.5238544538617134, "decode.d3.loss_mask": 0.657953542470932, "decode.d3.loss_dice": 0.9625080347061157, "decode.d4.loss_cls": 0.49268549233675, "decode.d4.loss_mask": 0.655877435207367, "decode.d4.loss_dice": 0.9419058412313461, "decode.d5.loss_cls": 0.5102620556950569, "decode.d5.loss_mask": 0.6582947224378586, "decode.d5.loss_dice": 0.9516379654407501, "decode.d6.loss_cls": 0.4855768963694572, "decode.d6.loss_mask": 0.6566202133893967, "decode.d6.loss_dice": 0.9451547473669052, "decode.d7.loss_cls": 0.48409761786460875, "decode.d7.loss_mask": 0.6582455277442932, "decode.d7.loss_dice": 0.944369637966156, "decode.d8.loss_cls": 0.47969300150871275, "decode.d8.loss_mask": 0.6523676514625549, "decode.d8.loss_dice": 0.9347421228885651, "time": 0.5619692325592041, "memory": 7284, "step": 95900}
{"lr": 4.386939844225869e-06, "data_time": 0.009619641304016113, "grad_norm": 102.36096649169922, "loss": 25.45283975601196, "decode.loss_cls": 0.6645202413201332, "decode.loss_mask": 0.6711043924093246, "decode.loss_dice": 0.9595807492733002, "decode.d0.loss_cls": 2.2134910464286803, "decode.d0.loss_mask": 0.7874484658241272, "decode.d0.loss_dice": 1.1179204285144806, "decode.d1.loss_cls": 0.824521753191948, "decode.d1.loss_mask": 0.774653148651123, "decode.d1.loss_dice": 1.0681629598140716, "decode.d2.loss_cls": 0.7600182071328163, "decode.d2.loss_mask": 0.7387399405241013, "decode.d2.loss_dice": 1.0283532440662384, "decode.d3.loss_cls": 0.7325023159384727, "decode.d3.loss_mask": 0.6734758228063583, "decode.d3.loss_dice": 0.9474295914173126, "decode.d4.loss_cls": 0.6655286967754364, "decode.d4.loss_mask": 0.6702186733484268, "decode.d4.loss_dice": 0.9518562406301498, "decode.d5.loss_cls": 0.6460616767406464, "decode.d5.loss_mask": 0.6725745439529419, "decode.d5.loss_dice": 0.9528694778680802, "decode.d6.loss_cls": 0.7027338951826095, "decode.d6.loss_mask": 0.675825896859169, "decode.d6.loss_dice": 0.9862855821847916, "decode.d7.loss_cls": 0.6385265439748764, "decode.d7.loss_mask": 0.6754287153482437, "decode.d7.loss_dice": 0.9698355019092559, "decode.d8.loss_cls": 0.6323022201657296, "decode.d8.loss_mask": 0.6773616045713424, "decode.d8.loss_dice": 0.9735078752040863, "time": 0.5350395441055298, "memory": 7239, "step": 95950}
{"lr": 4.383857564747423e-06, "data_time": 0.00929710865020752, "grad_norm": 106.16556015014649, "loss": 23.22299509048462, "decode.loss_cls": 0.5138422317802906, "decode.loss_mask": 0.7620508506894111, "decode.loss_dice": 0.8413636416196824, "decode.d0.loss_cls": 2.025169199705124, "decode.d0.loss_mask": 0.7588992714881897, "decode.d0.loss_dice": 0.9565331801772118, "decode.d1.loss_cls": 0.6459979996085167, "decode.d1.loss_mask": 0.7925383359193802, "decode.d1.loss_dice": 0.8554387986660004, "decode.d2.loss_cls": 0.5496082201600074, "decode.d2.loss_mask": 0.828221520781517, "decode.d2.loss_dice": 0.8867601126432418, "decode.d3.loss_cls": 0.5146332696080208, "decode.d3.loss_mask": 0.8111451089382171, "decode.d3.loss_dice": 0.8707734644412994, "decode.d4.loss_cls": 0.5062270514667034, "decode.d4.loss_mask": 0.768884651362896, "decode.d4.loss_dice": 0.861726114153862, "decode.d5.loss_cls": 0.4720187112689018, "decode.d5.loss_mask": 0.7958576276898384, "decode.d5.loss_dice": 0.8398663431406022, "decode.d6.loss_cls": 0.5567700117826462, "decode.d6.loss_mask": 0.7554369032382965, "decode.d6.loss_dice": 0.8437465608119965, "decode.d7.loss_cls": 0.5477977998554706, "decode.d7.loss_mask": 0.7314249187707901, "decode.d7.loss_dice": 0.828710475564003, "decode.d8.loss_cls": 0.5607801288366318, "decode.d8.loss_mask": 0.7138181403279305, "decode.d8.loss_dice": 0.8269545525312424, "time": 0.5581968069076538, "memory": 7182, "step": 96000}
{"lr": 4.380775044456461e-06, "data_time": 0.00958254337310791, "grad_norm": 82.99156188964844, "loss": 21.54435987472534, "decode.loss_cls": 0.43353551924228667, "decode.loss_mask": 0.5413511335849762, "decode.loss_dice": 0.9194760501384736, "decode.d0.loss_cls": 2.2362183809280394, "decode.d0.loss_mask": 0.6499027699232102, "decode.d0.loss_dice": 1.1027457058429717, "decode.d1.loss_cls": 0.6891289591789246, "decode.d1.loss_mask": 0.5862089931964874, "decode.d1.loss_dice": 1.0165593862533568, "decode.d2.loss_cls": 0.590777014195919, "decode.d2.loss_mask": 0.5468021333217621, "decode.d2.loss_dice": 0.939921772480011, "decode.d3.loss_cls": 0.4743148311972618, "decode.d3.loss_mask": 0.5298902809619903, "decode.d3.loss_dice": 0.9236276984214783, "decode.d4.loss_cls": 0.4376171477138996, "decode.d4.loss_mask": 0.5368261128664017, "decode.d4.loss_dice": 0.9244992792606354, "decode.d5.loss_cls": 0.41950723379850385, "decode.d5.loss_mask": 0.5373957991600037, "decode.d5.loss_dice": 0.9153698056936264, "decode.d6.loss_cls": 0.4212204098701477, "decode.d6.loss_mask": 0.5373418152332305, "decode.d6.loss_dice": 0.9294203370809555, "decode.d7.loss_cls": 0.3956965744495392, "decode.d7.loss_mask": 0.5366241753101348, "decode.d7.loss_dice": 0.9234658628702164, "decode.d8.loss_cls": 0.39110408499836924, "decode.d8.loss_mask": 0.5445846289396286, "decode.d8.loss_dice": 0.913226181268692, "time": 0.564777135848999, "memory": 7282, "step": 96050}
{"lr": 4.377692283145863e-06, "data_time": 0.009572196006774902, "grad_norm": 91.16854782104492, "loss": 27.682967758178712, "decode.loss_cls": 0.6565653800964355, "decode.loss_mask": 0.7798481225967407, "decode.loss_dice": 1.092390739917755, "decode.d0.loss_cls": 2.0846949338912966, "decode.d0.loss_mask": 0.9623901873826981, "decode.d0.loss_dice": 1.229995959997177, "decode.d1.loss_cls": 0.8193542271852493, "decode.d1.loss_mask": 0.8812433153390884, "decode.d1.loss_dice": 1.1813828945159912, "decode.d2.loss_cls": 0.8107342571020126, "decode.d2.loss_mask": 0.7793492794036865, "decode.d2.loss_dice": 1.1225923299789429, "decode.d3.loss_cls": 0.7079215973615647, "decode.d3.loss_mask": 0.8132629454135895, "decode.d3.loss_dice": 1.0928154587745667, "decode.d4.loss_cls": 0.7436613947153091, "decode.d4.loss_mask": 0.7700526297092438, "decode.d4.loss_dice": 1.0705880999565125, "decode.d5.loss_cls": 0.6816785484552383, "decode.d5.loss_mask": 0.7296488642692566, "decode.d5.loss_dice": 1.0650941193103791, "decode.d6.loss_cls": 0.6620458990335465, "decode.d6.loss_mask": 0.7772615611553192, "decode.d6.loss_dice": 1.1005479156970979, "decode.d7.loss_cls": 0.6337230503559113, "decode.d7.loss_mask": 0.798575821518898, "decode.d7.loss_dice": 1.0834423363208772, "decode.d8.loss_cls": 0.692775410413742, "decode.d8.loss_mask": 0.7845390647649765, "decode.d8.loss_dice": 1.0747909009456635, "time": 0.5348796844482422, "memory": 7405, "step": 96100}
{"lr": 4.374609280608169e-06, "data_time": 0.009878325462341308, "grad_norm": 87.62989349365235, "loss": 27.342284202575684, "decode.loss_cls": 0.6939781844615937, "decode.loss_mask": 0.6972193539142608, "decode.loss_dice": 1.014547550678253, "decode.d0.loss_cls": 2.488363814353943, "decode.d0.loss_mask": 0.763844907283783, "decode.d0.loss_dice": 1.2070268392562866, "decode.d1.loss_cls": 0.9781494468450547, "decode.d1.loss_mask": 0.7578549414873124, "decode.d1.loss_dice": 1.1060318380594254, "decode.d2.loss_cls": 0.8672189861536026, "decode.d2.loss_mask": 0.7262992858886719, "decode.d2.loss_dice": 1.072209542989731, "decode.d3.loss_cls": 0.8436444610357284, "decode.d3.loss_mask": 0.715991735458374, "decode.d3.loss_dice": 1.020930916070938, "decode.d4.loss_cls": 0.848436126112938, "decode.d4.loss_mask": 0.722688028216362, "decode.d4.loss_dice": 1.046085274219513, "decode.d5.loss_cls": 0.7551043868064881, "decode.d5.loss_mask": 0.7052096098661422, "decode.d5.loss_dice": 1.0383089035749435, "decode.d6.loss_cls": 0.7276649355888367, "decode.d6.loss_mask": 0.6988674908876419, "decode.d6.loss_dice": 1.0091101348400116, "decode.d7.loss_cls": 0.7090830743312836, "decode.d7.loss_mask": 0.688937297463417, "decode.d7.loss_dice": 1.0076548993587493, "decode.d8.loss_cls": 0.7174741834402084, "decode.d8.loss_mask": 0.6951867908239364, "decode.d8.loss_dice": 1.0191604793071747, "time": 0.5341148376464844, "memory": 7274, "step": 96150}
{"lr": 4.371526036635586e-06, "data_time": 0.009864020347595214, "grad_norm": 85.61906661987305, "loss": 21.56851472854614, "decode.loss_cls": 0.3571027599275112, "decode.loss_mask": 0.7117118746042251, "decode.loss_dice": 0.8571048676967621, "decode.d0.loss_cls": 1.794349479675293, "decode.d0.loss_mask": 0.7551773220300675, "decode.d0.loss_dice": 0.9497164815664292, "decode.d1.loss_cls": 0.4760109052062035, "decode.d1.loss_mask": 0.7561813622713089, "decode.d1.loss_dice": 0.9160616397857666, "decode.d2.loss_cls": 0.4293232724070549, "decode.d2.loss_mask": 0.7276678055524826, "decode.d2.loss_dice": 0.9031874507665634, "decode.d3.loss_cls": 0.39820871204137803, "decode.d3.loss_mask": 0.7421959221363068, "decode.d3.loss_dice": 0.881612804532051, "decode.d4.loss_cls": 0.40125858038663864, "decode.d4.loss_mask": 0.751244580745697, "decode.d4.loss_dice": 0.8785634398460388, "decode.d5.loss_cls": 0.3481347240507603, "decode.d5.loss_mask": 0.7348564147949219, "decode.d5.loss_dice": 0.8902348965406418, "decode.d6.loss_cls": 0.4338220827281475, "decode.d6.loss_mask": 0.7092747211456298, "decode.d6.loss_dice": 0.8487504184246063, "decode.d7.loss_cls": 0.37524247616529466, "decode.d7.loss_mask": 0.7326051682233811, "decode.d7.loss_dice": 0.8559028953313828, "decode.d8.loss_cls": 0.35285102054476736, "decode.d8.loss_mask": 0.7360924303531646, "decode.d8.loss_dice": 0.864068403840065, "time": 0.5334808826446533, "memory": 7253, "step": 96200}
{"lr": 4.368442551019968e-06, "data_time": 0.009789705276489258, "grad_norm": 99.66720428466797, "loss": 27.440159034729003, "decode.loss_cls": 0.7580903183668852, "decode.loss_mask": 0.7293795615434646, "decode.loss_dice": 1.072065606713295, "decode.d0.loss_cls": 2.418909728527069, "decode.d0.loss_mask": 0.7400260210037232, "decode.d0.loss_dice": 1.2320575296878815, "decode.d1.loss_cls": 0.8066571235656739, "decode.d1.loss_mask": 0.7818319171667099, "decode.d1.loss_dice": 1.1420210868120193, "decode.d2.loss_cls": 0.8403932586312294, "decode.d2.loss_mask": 0.7268606096506118, "decode.d2.loss_dice": 1.1010469913482666, "decode.d3.loss_cls": 0.7533155657351017, "decode.d3.loss_mask": 0.7249002009630203, "decode.d3.loss_dice": 1.0994035005569458, "decode.d4.loss_cls": 0.7692490443587303, "decode.d4.loss_mask": 0.7168444097042084, "decode.d4.loss_dice": 1.0796009033918381, "decode.d5.loss_cls": 0.7163840062916279, "decode.d5.loss_mask": 0.72326001226902, "decode.d5.loss_dice": 1.0848259419202804, "decode.d6.loss_cls": 0.6371296510100365, "decode.d6.loss_mask": 0.7302688091993332, "decode.d6.loss_dice": 1.1120043694972992, "decode.d7.loss_cls": 0.6804109696298838, "decode.d7.loss_mask": 0.7211708873510361, "decode.d7.loss_dice": 1.06626515686512, "decode.d8.loss_cls": 0.694375567883253, "decode.d8.loss_mask": 0.7192237824201584, "decode.d8.loss_dice": 1.0621867567300796, "time": 0.5359409332275391, "memory": 7236, "step": 96250}
{"lr": 4.36535882355283e-06, "data_time": 0.009796595573425293, "grad_norm": 78.60220260620117, "loss": 28.270717811584472, "decode.loss_cls": 0.8439584791660308, "decode.loss_mask": 0.6222978204488754, "decode.loss_dice": 1.0898615747690201, "decode.d0.loss_cls": 2.3355190753936768, "decode.d0.loss_mask": 0.7180458724498748, "decode.d0.loss_dice": 1.4114672809839248, "decode.d1.loss_cls": 0.9887986451387405, "decode.d1.loss_mask": 0.7004694759845733, "decode.d1.loss_dice": 1.2481081187725067, "decode.d2.loss_cls": 0.9027961254119873, "decode.d2.loss_mask": 0.66285180747509, "decode.d2.loss_dice": 1.161928740143776, "decode.d3.loss_cls": 0.9396348476409913, "decode.d3.loss_mask": 0.6294172659516335, "decode.d3.loss_dice": 1.1243403911590577, "decode.d4.loss_cls": 0.9121809959411621, "decode.d4.loss_mask": 0.6275097087025643, "decode.d4.loss_dice": 1.1104312241077423, "decode.d5.loss_cls": 0.8436145007610321, "decode.d5.loss_mask": 0.6249027594923973, "decode.d5.loss_dice": 1.1044186443090438, "decode.d6.loss_cls": 0.8374708533287049, "decode.d6.loss_mask": 0.6152992144227027, "decode.d6.loss_dice": 1.0986378729343413, "decode.d7.loss_cls": 0.8847163498401642, "decode.d7.loss_mask": 0.6110370963811874, "decode.d7.loss_dice": 1.095895716547966, "decode.d8.loss_cls": 0.7957852900028228, "decode.d8.loss_mask": 0.6209599688649178, "decode.d8.loss_dice": 1.1083613336086273, "time": 0.5342562913894653, "memory": 7280, "step": 96300}
{"lr": 4.362274854025343e-06, "data_time": 0.009859848022460937, "grad_norm": 93.0870361328125, "loss": 25.890934181213378, "decode.loss_cls": 0.5336572080850601, "decode.loss_mask": 0.6393162786960602, "decode.loss_dice": 1.1040416479110717, "decode.d0.loss_cls": 2.226479244232178, "decode.d0.loss_mask": 0.718106597661972, "decode.d0.loss_dice": 1.346030354499817, "decode.d1.loss_cls": 0.790838149189949, "decode.d1.loss_mask": 0.6682409077882767, "decode.d1.loss_dice": 1.2186743795871735, "decode.d2.loss_cls": 0.6852940365672111, "decode.d2.loss_mask": 0.6467388063669205, "decode.d2.loss_dice": 1.1737751096487046, "decode.d3.loss_cls": 0.6783793330192566, "decode.d3.loss_mask": 0.6560082793235779, "decode.d3.loss_dice": 1.1432721465826035, "decode.d4.loss_cls": 0.6288187861442566, "decode.d4.loss_mask": 0.6310900509357452, "decode.d4.loss_dice": 1.12182297706604, "decode.d5.loss_cls": 0.597821207344532, "decode.d5.loss_mask": 0.6280572801828385, "decode.d5.loss_dice": 1.0996333211660385, "decode.d6.loss_cls": 0.6730498522520065, "decode.d6.loss_mask": 0.6016599297523498, "decode.d6.loss_dice": 1.1224252849817276, "decode.d7.loss_cls": 0.5619753122329711, "decode.d7.loss_mask": 0.6289608418941498, "decode.d7.loss_dice": 1.0547918021678924, "decode.d8.loss_cls": 0.5880572497844696, "decode.d8.loss_mask": 0.6371258556842804, "decode.d8.loss_dice": 1.0867906779050827, "time": 0.5344366788864136, "memory": 7216, "step": 96350}
{"lr": 4.35919064222834e-06, "data_time": 0.009752750396728516, "grad_norm": 87.02131271362305, "loss": 23.77769832611084, "decode.loss_cls": 0.5477057367563247, "decode.loss_mask": 0.6198465496301651, "decode.loss_dice": 0.9688167810440064, "decode.d0.loss_cls": 1.8537517547607423, "decode.d0.loss_mask": 0.7011842876672745, "decode.d0.loss_dice": 1.1330247282981873, "decode.d1.loss_cls": 0.730556333065033, "decode.d1.loss_mask": 0.6569427847862244, "decode.d1.loss_dice": 1.0585314691066743, "decode.d2.loss_cls": 0.6567446008324623, "decode.d2.loss_mask": 0.6370445638895035, "decode.d2.loss_dice": 1.0380806922912598, "decode.d3.loss_cls": 0.5877517193555832, "decode.d3.loss_mask": 0.6254160940647125, "decode.d3.loss_dice": 1.017332661151886, "decode.d4.loss_cls": 0.6051570937037468, "decode.d4.loss_mask": 0.6180024147033691, "decode.d4.loss_dice": 1.0034885704517365, "decode.d5.loss_cls": 0.5900914624333382, "decode.d5.loss_mask": 0.6301605701446533, "decode.d5.loss_dice": 1.0048548519611358, "decode.d6.loss_cls": 0.5804672062397003, "decode.d6.loss_mask": 0.6314490079879761, "decode.d6.loss_dice": 0.9737149000167846, "decode.d7.loss_cls": 0.5729155078530311, "decode.d7.loss_mask": 0.6200615465641022, "decode.d7.loss_dice": 0.9602362811565399, "decode.d8.loss_cls": 0.5492401361465454, "decode.d8.loss_mask": 0.6307419806718826, "decode.d8.loss_dice": 0.9743854761123657, "time": 0.5333235263824463, "memory": 7186, "step": 96400}
{"lr": 4.356106187952295e-06, "data_time": 0.010052108764648437, "grad_norm": 95.17091102600098, "loss": 19.732833194732667, "decode.loss_cls": 0.4935211673378944, "decode.loss_mask": 0.4809764429926872, "decode.loss_dice": 0.7553837090730667, "decode.d0.loss_cls": 1.8131749153137207, "decode.d0.loss_mask": 0.5458667770028114, "decode.d0.loss_dice": 0.9078878536820412, "decode.d1.loss_cls": 0.7310541160404682, "decode.d1.loss_mask": 0.4932780161499977, "decode.d1.loss_dice": 0.8142794743180275, "decode.d2.loss_cls": 0.6695440515875817, "decode.d2.loss_mask": 0.48818576484918597, "decode.d2.loss_dice": 0.8033772557973862, "decode.d3.loss_cls": 0.6022181868553161, "decode.d3.loss_mask": 0.48653544038534163, "decode.d3.loss_dice": 0.7850103795528411, "decode.d4.loss_cls": 0.5614707209169865, "decode.d4.loss_mask": 0.4797250762581825, "decode.d4.loss_dice": 0.7772959917783737, "decode.d5.loss_cls": 0.5339214161038399, "decode.d5.loss_mask": 0.47861227989196775, "decode.d5.loss_dice": 0.7625860661268234, "decode.d6.loss_cls": 0.5356051899492741, "decode.d6.loss_mask": 0.4722298249602318, "decode.d6.loss_dice": 0.7327758118510246, "decode.d7.loss_cls": 0.5167882226407527, "decode.d7.loss_mask": 0.48247744143009186, "decode.d7.loss_dice": 0.7598311498761177, "decode.d8.loss_cls": 0.5268938384950161, "decode.d8.loss_mask": 0.4829922914505005, "decode.d8.loss_dice": 0.7593336597084999, "time": 0.5633892297744751, "memory": 7287, "step": 96450}
{"lr": 4.35302149098735e-06, "data_time": 0.009198904037475586, "grad_norm": 86.55702056884766, "loss": 26.481687450408934, "decode.loss_cls": 0.5840454131364823, "decode.loss_mask": 0.6958357691764832, "decode.loss_dice": 1.084676021337509, "decode.d0.loss_cls": 2.2916483998298647, "decode.d0.loss_mask": 0.7699425637722015, "decode.d0.loss_dice": 1.266326665878296, "decode.d1.loss_cls": 0.8049111977219582, "decode.d1.loss_mask": 0.7007417440414428, "decode.d1.loss_dice": 1.1760332852602005, "decode.d2.loss_cls": 0.7327926173806191, "decode.d2.loss_mask": 0.7344207614660263, "decode.d2.loss_dice": 1.1299221396446228, "decode.d3.loss_cls": 0.6787243351340294, "decode.d3.loss_mask": 0.6956535190343857, "decode.d3.loss_dice": 1.0881392240524292, "decode.d4.loss_cls": 0.6765282705426217, "decode.d4.loss_mask": 0.6873919650912285, "decode.d4.loss_dice": 1.0819923520088195, "decode.d5.loss_cls": 0.6270382583141327, "decode.d5.loss_mask": 0.701197373867035, "decode.d5.loss_dice": 1.0956315010786057, "decode.d6.loss_cls": 0.6179644763469696, "decode.d6.loss_mask": 0.7101441025733948, "decode.d6.loss_dice": 1.080592006444931, "decode.d7.loss_cls": 0.5805639773607254, "decode.d7.loss_mask": 0.7109775424003602, "decode.d7.loss_dice": 1.0813355296850204, "decode.d8.loss_cls": 0.6327519908547401, "decode.d8.loss_mask": 0.6828816026449204, "decode.d8.loss_dice": 1.0808827579021454, "time": 0.5356565475463867, "memory": 7218, "step": 96500}
{"lr": 4.349936551123289e-06, "data_time": 0.009594464302062988, "grad_norm": 93.37815551757812, "loss": 19.713089370727538, "decode.loss_cls": 0.46707507520914077, "decode.loss_mask": 0.5139206796884537, "decode.loss_dice": 0.7652765035629272, "decode.d0.loss_cls": 1.9282918572425842, "decode.d0.loss_mask": 0.5894250497221947, "decode.d0.loss_dice": 0.9209765434265137, "decode.d1.loss_cls": 0.6529813647270203, "decode.d1.loss_mask": 0.5482321858406067, "decode.d1.loss_dice": 0.8196446925401688, "decode.d2.loss_cls": 0.5257100462913513, "decode.d2.loss_mask": 0.5268360435962677, "decode.d2.loss_dice": 0.8146309554576874, "decode.d3.loss_cls": 0.5624428853392601, "decode.d3.loss_mask": 0.5210808455944062, "decode.d3.loss_dice": 0.7563880413770676, "decode.d4.loss_cls": 0.50306496322155, "decode.d4.loss_mask": 0.5198548763990403, "decode.d4.loss_dice": 0.7824281543493271, "decode.d5.loss_cls": 0.4616207152605057, "decode.d5.loss_mask": 0.5121317058801651, "decode.d5.loss_dice": 0.7802061557769775, "decode.d6.loss_cls": 0.48392412811517715, "decode.d6.loss_mask": 0.5124248504638672, "decode.d6.loss_dice": 0.759390339255333, "decode.d7.loss_cls": 0.47780706360936165, "decode.d7.loss_mask": 0.5118542701005936, "decode.d7.loss_dice": 0.765893679857254, "decode.d8.loss_cls": 0.45127483233809473, "decode.d8.loss_mask": 0.512870243191719, "decode.d8.loss_dice": 0.7654309123754501, "time": 0.5605586767196655, "memory": 7289, "step": 96550}
{"lr": 4.346851368149553e-06, "data_time": 0.009554791450500488, "grad_norm": 87.69150619506836, "loss": 22.99429769515991, "decode.loss_cls": 0.40265588760375975, "decode.loss_mask": 0.6391721501946449, "decode.loss_dice": 0.9988918244838715, "decode.d0.loss_cls": 2.0833825945854185, "decode.d0.loss_mask": 0.735214102268219, "decode.d0.loss_dice": 1.1235438764095307, "decode.d1.loss_cls": 0.6020971596240997, "decode.d1.loss_mask": 0.6755010962486268, "decode.d1.loss_dice": 1.0641097545623779, "decode.d2.loss_cls": 0.5174802049994469, "decode.d2.loss_mask": 0.6686563849449157, "decode.d2.loss_dice": 1.003486979007721, "decode.d3.loss_cls": 0.4506643250584602, "decode.d3.loss_mask": 0.6678759157657623, "decode.d3.loss_dice": 0.997904509305954, "decode.d4.loss_cls": 0.438390152156353, "decode.d4.loss_mask": 0.6588036000728608, "decode.d4.loss_dice": 0.982407146692276, "decode.d5.loss_cls": 0.45456670224666595, "decode.d5.loss_mask": 0.6510648936033249, "decode.d5.loss_dice": 0.9611697673797608, "decode.d6.loss_cls": 0.4381735764443874, "decode.d6.loss_mask": 0.6466635346412659, "decode.d6.loss_dice": 0.9877587199211121, "decode.d7.loss_cls": 0.42739337533712385, "decode.d7.loss_mask": 0.6431403890252113, "decode.d7.loss_dice": 0.9923401415348053, "decode.d8.loss_cls": 0.4493470624089241, "decode.d8.loss_mask": 0.6362791284918785, "decode.d8.loss_dice": 0.9961635649204255, "time": 0.5349217414855957, "memory": 7295, "step": 96600}
{"lr": 4.3437659418552405e-06, "data_time": 0.009303927421569824, "grad_norm": 88.62775573730468, "loss": 22.062272834777833, "decode.loss_cls": 0.41822889298200605, "decode.loss_mask": 0.5875251442193985, "decode.loss_dice": 0.860403972864151, "decode.d0.loss_cls": 2.286516213417053, "decode.d0.loss_mask": 0.7473543077707291, "decode.d0.loss_dice": 1.136041420698166, "decode.d1.loss_cls": 0.6675080128014088, "decode.d1.loss_mask": 0.6281584799289703, "decode.d1.loss_dice": 0.9842578858137131, "decode.d2.loss_cls": 0.6074554085731506, "decode.d2.loss_mask": 0.6041967004537583, "decode.d2.loss_dice": 0.9077384293079376, "decode.d3.loss_cls": 0.5209077052772045, "decode.d3.loss_mask": 0.5977840960025788, "decode.d3.loss_dice": 0.8793631315231323, "decode.d4.loss_cls": 0.5050679437816143, "decode.d4.loss_mask": 0.5972382187843323, "decode.d4.loss_dice": 0.8695484697818756, "decode.d5.loss_cls": 0.5022120554000139, "decode.d5.loss_mask": 0.5955052137374878, "decode.d5.loss_dice": 0.8646728247404099, "decode.d6.loss_cls": 0.43492052629590033, "decode.d6.loss_mask": 0.5966471672058106, "decode.d6.loss_dice": 0.8880416214466095, "decode.d7.loss_cls": 0.41734562516212464, "decode.d7.loss_mask": 0.5949447393417359, "decode.d7.loss_dice": 0.8813394486904145, "decode.d8.loss_cls": 0.4034354601055384, "decode.d8.loss_mask": 0.587295463681221, "decode.d8.loss_dice": 0.890618285536766, "time": 0.5341799974441528, "memory": 7252, "step": 96650}
{"lr": 4.3406802720290865e-06, "data_time": 0.00957183837890625, "grad_norm": 90.50221672058106, "loss": 18.925672388076784, "decode.loss_cls": 0.39733039066195486, "decode.loss_mask": 0.5350422069430352, "decode.loss_dice": 0.7946739256381988, "decode.d0.loss_cls": 1.6255486369132996, "decode.d0.loss_mask": 0.5469291791319847, "decode.d0.loss_dice": 0.9055051282048225, "decode.d1.loss_cls": 0.5441359579563141, "decode.d1.loss_mask": 0.5251195803284645, "decode.d1.loss_dice": 0.8147166922688485, "decode.d2.loss_cls": 0.4526577554643154, "decode.d2.loss_mask": 0.5081097930669785, "decode.d2.loss_dice": 0.8052243798971176, "decode.d3.loss_cls": 0.4710042767226696, "decode.d3.loss_mask": 0.5241898998618126, "decode.d3.loss_dice": 0.7893335044384002, "decode.d4.loss_cls": 0.44921148642897607, "decode.d4.loss_mask": 0.525556606054306, "decode.d4.loss_dice": 0.7703506529331208, "decode.d5.loss_cls": 0.4215538814663887, "decode.d5.loss_mask": 0.5276544466614723, "decode.d5.loss_dice": 0.7810873240232468, "decode.d6.loss_cls": 0.4356819033622742, "decode.d6.loss_mask": 0.521639846265316, "decode.d6.loss_dice": 0.755429457128048, "decode.d7.loss_cls": 0.40377463698387145, "decode.d7.loss_mask": 0.5253818243741989, "decode.d7.loss_dice": 0.7900017261505127, "decode.d8.loss_cls": 0.47696664482355117, "decode.d8.loss_mask": 0.5248870223760604, "decode.d8.loss_dice": 0.7769737139344215, "time": 0.5341660737991333, "memory": 7179, "step": 96700}
{"lr": 4.337594358459489e-06, "data_time": 0.00948643684387207, "grad_norm": 104.1848533630371, "loss": 26.595374011993407, "decode.loss_cls": 0.6027222439646721, "decode.loss_mask": 0.6631709516048432, "decode.loss_dice": 1.123630702495575, "decode.d0.loss_cls": 2.2779701471328737, "decode.d0.loss_mask": 0.7217462509870529, "decode.d0.loss_dice": 1.2711705267429352, "decode.d1.loss_cls": 0.7152913928031921, "decode.d1.loss_mask": 0.7678001821041107, "decode.d1.loss_dice": 1.1869184747338295, "decode.d2.loss_cls": 0.6888903498649597, "decode.d2.loss_mask": 0.6898179918527603, "decode.d2.loss_dice": 1.1694913327693939, "decode.d3.loss_cls": 0.606668709218502, "decode.d3.loss_mask": 0.6838423073291778, "decode.d3.loss_dice": 1.1429442942142487, "decode.d4.loss_cls": 0.6029807657003403, "decode.d4.loss_mask": 0.6782508581876755, "decode.d4.loss_dice": 1.1390530854463576, "decode.d5.loss_cls": 0.6167417004704475, "decode.d5.loss_mask": 0.7350024402141571, "decode.d5.loss_dice": 1.1821833580732346, "decode.d6.loss_cls": 0.5815842926502228, "decode.d6.loss_mask": 0.7332150429487229, "decode.d6.loss_dice": 1.1600325763225556, "decode.d7.loss_cls": 0.5773890718817711, "decode.d7.loss_mask": 0.7177934288978577, "decode.d7.loss_dice": 1.1323327779769898, "decode.d8.loss_cls": 0.6164984062314034, "decode.d8.loss_mask": 0.6722091764211655, "decode.d8.loss_dice": 1.1380306363105774, "time": 0.5381693363189697, "memory": 7228, "step": 96750}
{"lr": 4.3345082009344856e-06, "data_time": 0.00938553810119629, "grad_norm": 89.72288093566894, "loss": 20.10768313407898, "decode.loss_cls": 0.4984850861132145, "decode.loss_mask": 0.4666041165590286, "decode.loss_dice": 0.8283763617277146, "decode.d0.loss_cls": 2.165759968757629, "decode.d0.loss_mask": 0.556401464343071, "decode.d0.loss_dice": 0.9989880710840225, "decode.d1.loss_cls": 0.5120858058333397, "decode.d1.loss_mask": 0.5467150121927261, "decode.d1.loss_dice": 0.9266637980937957, "decode.d2.loss_cls": 0.4839378550648689, "decode.d2.loss_mask": 0.503356060385704, "decode.d2.loss_dice": 0.8799735993146897, "decode.d3.loss_cls": 0.514224411547184, "decode.d3.loss_mask": 0.48824374079704286, "decode.d3.loss_dice": 0.8641312211751938, "decode.d4.loss_cls": 0.4495801992714405, "decode.d4.loss_mask": 0.48587335646152496, "decode.d4.loss_dice": 0.8512684375047683, "decode.d5.loss_cls": 0.40975513607263564, "decode.d5.loss_mask": 0.5196915835142135, "decode.d5.loss_dice": 0.848339456319809, "decode.d6.loss_cls": 0.4449817806482315, "decode.d6.loss_mask": 0.49612496197223666, "decode.d6.loss_dice": 0.84390579611063, "decode.d7.loss_cls": 0.4235721714794636, "decode.d7.loss_mask": 0.5020291894674301, "decode.d7.loss_dice": 0.847334910929203, "decode.d8.loss_cls": 0.40465921387076376, "decode.d8.loss_mask": 0.48234823644161223, "decode.d8.loss_dice": 0.8642726242542267, "time": 0.5356872797012329, "memory": 7236, "step": 96800}
{"lr": 4.331421799241761e-06, "data_time": 0.009394669532775879, "grad_norm": 83.02566375732422, "loss": 23.790870094299315, "decode.loss_cls": 0.48558852523565293, "decode.loss_mask": 0.5978514716029167, "decode.loss_dice": 0.9776142328977585, "decode.d0.loss_cls": 2.4138001203536987, "decode.d0.loss_mask": 0.6586027145385742, "decode.d0.loss_dice": 1.134946233034134, "decode.d1.loss_cls": 0.7629318833351135, "decode.d1.loss_mask": 0.6204162269830704, "decode.d1.loss_dice": 1.0876252055168152, "decode.d2.loss_cls": 0.6459050714969635, "decode.d2.loss_mask": 0.6585320830345154, "decode.d2.loss_dice": 1.0714471161365509, "decode.d3.loss_cls": 0.5800248831510544, "decode.d3.loss_mask": 0.633918759226799, "decode.d3.loss_dice": 1.009468647837639, "decode.d4.loss_cls": 0.5190910488367081, "decode.d4.loss_mask": 0.5898436948657035, "decode.d4.loss_dice": 0.9948788583278656, "decode.d5.loss_cls": 0.49885172620415685, "decode.d5.loss_mask": 0.6000311493873596, "decode.d5.loss_dice": 1.0081361383199692, "decode.d6.loss_cls": 0.5163679823279381, "decode.d6.loss_mask": 0.5850861370563507, "decode.d6.loss_dice": 0.9913373827934265, "decode.d7.loss_cls": 0.5036811493337154, "decode.d7.loss_mask": 0.5913187667727471, "decode.d7.loss_dice": 0.9771667867898941, "decode.d8.loss_cls": 0.46961368843913076, "decode.d8.loss_mask": 0.6116234272718429, "decode.d8.loss_dice": 0.995169198513031, "time": 0.569237494468689, "memory": 7228, "step": 96850}
{"lr": 4.328335153168656e-06, "data_time": 0.009564495086669922, "grad_norm": 89.10122756958008, "loss": 24.377876377105714, "decode.loss_cls": 0.5874507829546929, "decode.loss_mask": 0.7199200332164765, "decode.loss_dice": 0.9328172832727433, "decode.d0.loss_cls": 2.132375454902649, "decode.d0.loss_mask": 0.7483602523803711, "decode.d0.loss_dice": 1.073043555021286, "decode.d1.loss_cls": 0.6861207783222198, "decode.d1.loss_mask": 0.7245715707540512, "decode.d1.loss_dice": 1.0113256514072417, "decode.d2.loss_cls": 0.6555344983935356, "decode.d2.loss_mask": 0.7131553649902344, "decode.d2.loss_dice": 0.9750656396150589, "decode.d3.loss_cls": 0.5931835785508156, "decode.d3.loss_mask": 0.6914171248674392, "decode.d3.loss_dice": 0.9390390604734421, "decode.d4.loss_cls": 0.5677707642316818, "decode.d4.loss_mask": 0.703852191567421, "decode.d4.loss_dice": 0.9422067284584046, "decode.d5.loss_cls": 0.5815584570169449, "decode.d5.loss_mask": 0.7168960750102997, "decode.d5.loss_dice": 0.9538179636001587, "decode.d6.loss_cls": 0.5947463244199753, "decode.d6.loss_mask": 0.7170242756605149, "decode.d6.loss_dice": 0.937381312251091, "decode.d7.loss_cls": 0.5652676701545716, "decode.d7.loss_mask": 0.7197156041860581, "decode.d7.loss_dice": 0.94225914478302, "decode.d8.loss_cls": 0.576262803375721, "decode.d8.loss_mask": 0.7207843422889709, "decode.d8.loss_dice": 0.9549516886472702, "time": 0.536708664894104, "memory": 7286, "step": 96900}
{"lr": 4.32524826250215e-06, "data_time": 0.009416007995605468, "grad_norm": 111.04849777221679, "loss": 23.14945034980774, "decode.loss_cls": 0.550410832837224, "decode.loss_mask": 0.5150817468762398, "decode.loss_dice": 0.9786765769124031, "decode.d0.loss_cls": 2.066990411281586, "decode.d0.loss_mask": 0.6277341157197952, "decode.d0.loss_dice": 1.1813670083880425, "decode.d1.loss_cls": 0.7304315734654665, "decode.d1.loss_mask": 0.5756746590137481, "decode.d1.loss_dice": 1.101038819551468, "decode.d2.loss_cls": 0.6736699346452951, "decode.d2.loss_mask": 0.5168116971850395, "decode.d2.loss_dice": 1.0129942387342452, "decode.d3.loss_cls": 0.68080730214715, "decode.d3.loss_mask": 0.5135921075940132, "decode.d3.loss_dice": 0.9684096977114678, "decode.d4.loss_cls": 0.6119874317198992, "decode.d4.loss_mask": 0.5090228110551834, "decode.d4.loss_dice": 0.9796359181404114, "decode.d5.loss_cls": 0.6540105968713761, "decode.d5.loss_mask": 0.5112411946058273, "decode.d5.loss_dice": 0.9369677737355232, "decode.d6.loss_cls": 0.6526285167783499, "decode.d6.loss_mask": 0.5096071928739547, "decode.d6.loss_dice": 0.9754789814352989, "decode.d7.loss_cls": 0.5511864611878992, "decode.d7.loss_mask": 0.5131705790758133, "decode.d7.loss_dice": 0.9571498751640319, "decode.d8.loss_cls": 0.6062262788414955, "decode.d8.loss_mask": 0.509170962870121, "decode.d8.loss_dice": 0.9782743841409683, "time": 0.5381736516952514, "memory": 7254, "step": 96950}
{"lr": 4.322161127028873e-06, "data_time": 0.009615111351013183, "grad_norm": 84.97559204101563, "loss": 19.40172920227051, "decode.loss_cls": 0.48194839656352995, "decode.loss_mask": 0.43390695452690126, "decode.loss_dice": 0.811092771589756, "decode.d0.loss_cls": 2.0725687742233276, "decode.d0.loss_mask": 0.47145835012197496, "decode.d0.loss_dice": 0.8822665475308895, "decode.d1.loss_cls": 0.5984809823334217, "decode.d1.loss_mask": 0.4552363589406013, "decode.d1.loss_dice": 0.8258399464190006, "decode.d2.loss_cls": 0.5498884297907353, "decode.d2.loss_mask": 0.4547330901026726, "decode.d2.loss_dice": 0.8598138511180877, "decode.d3.loss_cls": 0.5792089566588402, "decode.d3.loss_mask": 0.44585646241903304, "decode.d3.loss_dice": 0.8077584981918335, "decode.d4.loss_cls": 0.5457077153027058, "decode.d4.loss_mask": 0.44302293583750724, "decode.d4.loss_dice": 0.8048064723610878, "decode.d5.loss_cls": 0.5003717601299286, "decode.d5.loss_mask": 0.4589214324951172, "decode.d5.loss_dice": 0.8009967610239983, "decode.d6.loss_cls": 0.44590470045804975, "decode.d6.loss_mask": 0.4455079957842827, "decode.d6.loss_dice": 0.8190396562218666, "decode.d7.loss_cls": 0.4683316804468632, "decode.d7.loss_mask": 0.4385205559432507, "decode.d7.loss_dice": 0.7890037722885609, "decode.d8.loss_cls": 0.47299847900867464, "decode.d8.loss_mask": 0.43969170600175855, "decode.d8.loss_dice": 0.798845486342907, "time": 0.5623649597167969, "memory": 7219, "step": 97000}
{"lr": 4.319073746535094e-06, "data_time": 0.009436821937561036, "grad_norm": 88.33078384399414, "loss": 20.660014152526855, "decode.loss_cls": 0.36930533647537234, "decode.loss_mask": 0.5333664268255234, "decode.loss_dice": 0.9005823284387589, "decode.d0.loss_cls": 2.0811490178108216, "decode.d0.loss_mask": 0.5940983474254609, "decode.d0.loss_dice": 1.0743683874607086, "decode.d1.loss_cls": 0.5707652941346169, "decode.d1.loss_mask": 0.5303825676441193, "decode.d1.loss_dice": 0.9500623613595962, "decode.d2.loss_cls": 0.5162338644266129, "decode.d2.loss_mask": 0.5473869711160659, "decode.d2.loss_dice": 0.9557009220123291, "decode.d3.loss_cls": 0.43230176866054537, "decode.d3.loss_mask": 0.5285136431455613, "decode.d3.loss_dice": 0.9007811143994331, "decode.d4.loss_cls": 0.4565396890044212, "decode.d4.loss_mask": 0.5201178163290023, "decode.d4.loss_dice": 0.8800980612635613, "decode.d5.loss_cls": 0.43850100636482237, "decode.d5.loss_mask": 0.5179128915071487, "decode.d5.loss_dice": 0.8883781731128693, "decode.d6.loss_cls": 0.4394009381532669, "decode.d6.loss_mask": 0.5211119592189789, "decode.d6.loss_dice": 0.8643251806497574, "decode.d7.loss_cls": 0.4386501207947731, "decode.d7.loss_mask": 0.5176055401563644, "decode.d7.loss_dice": 0.8743947476148606, "decode.d8.loss_cls": 0.381677820533514, "decode.d8.loss_mask": 0.5353053331375122, "decode.d8.loss_dice": 0.9009962826967239, "time": 0.5360405683517456, "memory": 7251, "step": 97050}
{"lr": 4.3159861208067255e-06, "data_time": 0.009439778327941895, "grad_norm": 81.96561737060547, "loss": 24.7377121925354, "decode.loss_cls": 0.5454117730259895, "decode.loss_mask": 0.6153131365776062, "decode.loss_dice": 1.020378303527832, "decode.d0.loss_cls": 2.260695207118988, "decode.d0.loss_mask": 0.7327063590288162, "decode.d0.loss_dice": 1.2805150687694549, "decode.d1.loss_cls": 0.7027503207325936, "decode.d1.loss_mask": 0.6709249049425126, "decode.d1.loss_dice": 1.1511283308267592, "decode.d2.loss_cls": 0.6067154034972191, "decode.d2.loss_mask": 0.6514203876256943, "decode.d2.loss_dice": 1.0922310411930085, "decode.d3.loss_cls": 0.5499838307499886, "decode.d3.loss_mask": 0.6420306771993637, "decode.d3.loss_dice": 1.065895038843155, "decode.d4.loss_cls": 0.5643474280834198, "decode.d4.loss_mask": 0.629273171722889, "decode.d4.loss_dice": 1.0714968919754029, "decode.d5.loss_cls": 0.5398692771792412, "decode.d5.loss_mask": 0.6278387248516083, "decode.d5.loss_dice": 1.0682437330484391, "decode.d6.loss_cls": 0.5721740931272506, "decode.d6.loss_mask": 0.6075098618865014, "decode.d6.loss_dice": 1.0524369567632674, "decode.d7.loss_cls": 0.5532120704650879, "decode.d7.loss_mask": 0.6164438366889954, "decode.d7.loss_dice": 1.0390715926885605, "decode.d8.loss_cls": 0.5420512028038502, "decode.d8.loss_mask": 0.6212459683418274, "decode.d8.loss_dice": 1.0443983018398284, "time": 0.5364256381988526, "memory": 7248, "step": 97100}
{"lr": 4.312898249629331e-06, "data_time": 0.009570813179016114, "grad_norm": 84.11882209777832, "loss": 22.521658515930177, "decode.loss_cls": 0.42679362595081327, "decode.loss_mask": 0.5552816271781922, "decode.loss_dice": 0.933979931473732, "decode.d0.loss_cls": 2.2116626858711244, "decode.d0.loss_mask": 0.6889721065759659, "decode.d0.loss_dice": 1.1285609871149063, "decode.d1.loss_cls": 0.6967415198683738, "decode.d1.loss_mask": 0.6380066514015198, "decode.d1.loss_dice": 1.0786018311977386, "decode.d2.loss_cls": 0.5937676444649697, "decode.d2.loss_mask": 0.5874999076128006, "decode.d2.loss_dice": 1.0245166376233101, "decode.d3.loss_cls": 0.4951403349637985, "decode.d3.loss_mask": 0.5794426441192627, "decode.d3.loss_dice": 0.9829261407256127, "decode.d4.loss_cls": 0.4960904330015182, "decode.d4.loss_mask": 0.5697584837675095, "decode.d4.loss_dice": 0.9402912825345993, "decode.d5.loss_cls": 0.4615913569927216, "decode.d5.loss_mask": 0.5718082815408707, "decode.d5.loss_dice": 0.9639244988560677, "decode.d6.loss_cls": 0.4516418769955635, "decode.d6.loss_mask": 0.5535623341798782, "decode.d6.loss_dice": 0.9508357018232345, "decode.d7.loss_cls": 0.45261433646082877, "decode.d7.loss_mask": 0.5736420840024948, "decode.d7.loss_dice": 0.9471598029136657, "decode.d8.loss_cls": 0.45763350576162337, "decode.d8.loss_mask": 0.5624765634536744, "decode.d8.loss_dice": 0.946733084321022, "time": 0.5335194587707519, "memory": 7206, "step": 97150}
{"lr": 4.309810132788104e-06, "data_time": 0.009426355361938477, "grad_norm": 91.22191467285157, "loss": 26.69230537414551, "decode.loss_cls": 0.5374809119850397, "decode.loss_mask": 0.7747113227844238, "decode.loss_dice": 1.1257824748754501, "decode.d0.loss_cls": 2.1847246170043944, "decode.d0.loss_mask": 0.8689543068408966, "decode.d0.loss_dice": 1.2785089924931525, "decode.d1.loss_cls": 0.6249717354774476, "decode.d1.loss_mask": 0.8325045526027679, "decode.d1.loss_dice": 1.168310484290123, "decode.d2.loss_cls": 0.5606339380145073, "decode.d2.loss_mask": 0.8046349555253982, "decode.d2.loss_dice": 1.1821584552526474, "decode.d3.loss_cls": 0.5349060226231813, "decode.d3.loss_mask": 0.8048913508653641, "decode.d3.loss_dice": 1.168828946352005, "decode.d4.loss_cls": 0.5357067547738552, "decode.d4.loss_mask": 0.8036065101623535, "decode.d4.loss_dice": 1.1200377121567726, "decode.d5.loss_cls": 0.5408261373639107, "decode.d5.loss_mask": 0.7977262973785401, "decode.d5.loss_dice": 1.1508455902338028, "decode.d6.loss_cls": 0.5151321794837713, "decode.d6.loss_mask": 0.7985854148864746, "decode.d6.loss_dice": 1.1509350106120109, "decode.d7.loss_cls": 0.5209108408540487, "decode.d7.loss_mask": 0.7794558435678482, "decode.d7.loss_dice": 1.1085796117782594, "decode.d8.loss_cls": 0.5335083838552237, "decode.d8.loss_mask": 0.7741220593452454, "decode.d8.loss_dice": 1.1103221341967582, "time": 0.5350043773651123, "memory": 7261, "step": 97200}
{"lr": 4.306721770067889e-06, "data_time": 0.010100936889648438, "grad_norm": 94.25781898498535, "loss": 24.723754501342775, "decode.loss_cls": 0.652375066280365, "decode.loss_mask": 0.674570745229721, "decode.loss_dice": 0.8981536716222763, "decode.d0.loss_cls": 2.4225338459014893, "decode.d0.loss_mask": 0.7229890286922455, "decode.d0.loss_dice": 1.078545519709587, "decode.d1.loss_cls": 0.8267540156841278, "decode.d1.loss_mask": 0.7221514642238617, "decode.d1.loss_dice": 1.0172263652086257, "decode.d2.loss_cls": 0.7591448068618775, "decode.d2.loss_mask": 0.6785645186901093, "decode.d2.loss_dice": 0.9462023377418518, "decode.d3.loss_cls": 0.7173466950654983, "decode.d3.loss_mask": 0.675253102183342, "decode.d3.loss_dice": 0.8997707843780518, "decode.d4.loss_cls": 0.6261660009622574, "decode.d4.loss_mask": 0.6720429807901382, "decode.d4.loss_dice": 0.9233286798000335, "decode.d5.loss_cls": 0.6335364401340484, "decode.d5.loss_mask": 0.6709760695695877, "decode.d5.loss_dice": 0.907705894112587, "decode.d6.loss_cls": 0.6370565265417099, "decode.d6.loss_mask": 0.666364899277687, "decode.d6.loss_dice": 0.8962569057941436, "decode.d7.loss_cls": 0.6070112466812134, "decode.d7.loss_mask": 0.6803093761205673, "decode.d7.loss_dice": 0.8985801696777344, "decode.d8.loss_cls": 0.6133751094341278, "decode.d8.loss_mask": 0.6827417194843293, "decode.d8.loss_dice": 0.9167206466197968, "time": 0.5319332122802735, "memory": 7200, "step": 97250}
{"lr": 4.303633161253159e-06, "data_time": 0.009927129745483399, "grad_norm": 94.40520973205567, "loss": 21.25411014556885, "decode.loss_cls": 0.5974672958254814, "decode.loss_mask": 0.5322207748889923, "decode.loss_dice": 0.7611140161752701, "decode.d0.loss_cls": 2.272144091129303, "decode.d0.loss_mask": 0.5997926965355873, "decode.d0.loss_dice": 0.911077880859375, "decode.d1.loss_cls": 0.8419067397713661, "decode.d1.loss_mask": 0.5435678079724312, "decode.d1.loss_dice": 0.8109942585229873, "decode.d2.loss_cls": 0.6055554360151291, "decode.d2.loss_mask": 0.563728041946888, "decode.d2.loss_dice": 0.8063216745853424, "decode.d3.loss_cls": 0.6158059224486351, "decode.d3.loss_mask": 0.536454713344574, "decode.d3.loss_dice": 0.7564696252346039, "decode.d4.loss_cls": 0.6516071453690528, "decode.d4.loss_mask": 0.5286707907915116, "decode.d4.loss_dice": 0.7609452903270721, "decode.d5.loss_cls": 0.6220347732305527, "decode.d5.loss_mask": 0.5337045341730118, "decode.d5.loss_dice": 0.7461922943592072, "decode.d6.loss_cls": 0.5959554791450501, "decode.d6.loss_mask": 0.5368738919496536, "decode.d6.loss_dice": 0.7608455717563629, "decode.d7.loss_cls": 0.5975055426359177, "decode.d7.loss_mask": 0.5364903420209884, "decode.d7.loss_dice": 0.74742311835289, "decode.d8.loss_cls": 0.5848126664757729, "decode.d8.loss_mask": 0.5337441504001618, "decode.d8.loss_dice": 0.7626843214035034, "time": 0.5343264579772949, "memory": 7192, "step": 97300}
{"lr": 4.300544306128036e-06, "data_time": 0.009955358505249024, "grad_norm": 77.13534011840821, "loss": 21.965293312072752, "decode.loss_cls": 0.46243827491998674, "decode.loss_mask": 0.5501439958810806, "decode.loss_dice": 0.96423998773098, "decode.d0.loss_cls": 2.010988163948059, "decode.d0.loss_mask": 0.6421922817826271, "decode.d0.loss_dice": 1.2040192514657975, "decode.d1.loss_cls": 0.6036466374993325, "decode.d1.loss_mask": 0.5937328964471817, "decode.d1.loss_dice": 1.0854795053601265, "decode.d2.loss_cls": 0.4684459164738655, "decode.d2.loss_mask": 0.5631480306386948, "decode.d2.loss_dice": 1.0229937225580215, "decode.d3.loss_cls": 0.4721277207136154, "decode.d3.loss_mask": 0.5603025928139687, "decode.d3.loss_dice": 0.9851676985621453, "decode.d4.loss_cls": 0.43465057015419006, "decode.d4.loss_mask": 0.5561489015817642, "decode.d4.loss_dice": 0.9797107115387916, "decode.d5.loss_cls": 0.44553962871432307, "decode.d5.loss_mask": 0.5557713508605957, "decode.d5.loss_dice": 0.975864800810814, "decode.d6.loss_cls": 0.40506312921643256, "decode.d6.loss_mask": 0.5581757679581643, "decode.d6.loss_dice": 0.9756198093295098, "decode.d7.loss_cls": 0.4028283566236496, "decode.d7.loss_mask": 0.5555329218506813, "decode.d7.loss_dice": 0.9598165795207023, "decode.d8.loss_cls": 0.45545178204774855, "decode.d8.loss_mask": 0.549768790602684, "decode.d8.loss_dice": 0.9662835791707038, "time": 0.5364272594451904, "memory": 7227, "step": 97350}
{"lr": 4.297455204476285e-06, "data_time": 0.009841346740722656, "grad_norm": 85.25005493164062, "loss": 24.290968704223634, "decode.loss_cls": 0.49048057533800604, "decode.loss_mask": 0.6418830424547195, "decode.loss_dice": 1.0119157165288926, "decode.d0.loss_cls": 2.2122729539871218, "decode.d0.loss_mask": 0.748333004117012, "decode.d0.loss_dice": 1.196181410551071, "decode.d1.loss_cls": 0.6994125656783581, "decode.d1.loss_mask": 0.6600767076015472, "decode.d1.loss_dice": 1.0646626204252243, "decode.d2.loss_cls": 0.6255630366504192, "decode.d2.loss_mask": 0.6572190821170807, "decode.d2.loss_dice": 1.055732524394989, "decode.d3.loss_cls": 0.5667298790067434, "decode.d3.loss_mask": 0.6534391671419144, "decode.d3.loss_dice": 1.0199422389268875, "decode.d4.loss_cls": 0.5409904226660729, "decode.d4.loss_mask": 0.6551056787371635, "decode.d4.loss_dice": 1.028404775261879, "decode.d5.loss_cls": 0.5184397388249635, "decode.d5.loss_mask": 0.66690793633461, "decode.d5.loss_dice": 1.0427638232707976, "decode.d6.loss_cls": 0.5414477106183767, "decode.d6.loss_mask": 0.6673585832118988, "decode.d6.loss_dice": 1.0112510442733764, "decode.d7.loss_cls": 0.4980332013219595, "decode.d7.loss_mask": 0.6678398013114929, "decode.d7.loss_dice": 1.0010455071926116, "decode.d8.loss_cls": 0.48786154091358186, "decode.d8.loss_mask": 0.6443937152624131, "decode.d8.loss_dice": 1.0152809262275695, "time": 0.5600337505340576, "memory": 7251, "step": 97400}
{"lr": 4.294365856081291e-06, "data_time": 0.009781789779663087, "grad_norm": 94.4196678161621, "loss": 17.25166597366333, "decode.loss_cls": 0.42561982907354834, "decode.loss_mask": 0.4073179468512535, "decode.loss_dice": 0.6817291736602783, "decode.d0.loss_cls": 1.7822357714176178, "decode.d0.loss_mask": 0.4781260997056961, "decode.d0.loss_dice": 0.7982431203126907, "decode.d1.loss_cls": 0.5781152356415987, "decode.d1.loss_mask": 0.46512431353330613, "decode.d1.loss_dice": 0.7409309417009353, "decode.d2.loss_cls": 0.5331260897219181, "decode.d2.loss_mask": 0.4266984462738037, "decode.d2.loss_dice": 0.7259421110153198, "decode.d3.loss_cls": 0.47747415378689767, "decode.d3.loss_mask": 0.41627485156059263, "decode.d3.loss_dice": 0.7127740904688835, "decode.d4.loss_cls": 0.4557251097634435, "decode.d4.loss_mask": 0.40985708832740786, "decode.d4.loss_dice": 0.6927586913108825, "decode.d5.loss_cls": 0.43492483366280793, "decode.d5.loss_mask": 0.39924479126930235, "decode.d5.loss_dice": 0.6848008915781975, "decode.d6.loss_cls": 0.42803009822964666, "decode.d6.loss_mask": 0.4056818105280399, "decode.d6.loss_dice": 0.696669089794159, "decode.d7.loss_cls": 0.3990820350125432, "decode.d7.loss_mask": 0.40470217242836953, "decode.d7.loss_dice": 0.6852780833840371, "decode.d8.loss_cls": 0.4260689714923501, "decode.d8.loss_mask": 0.41069697216153145, "decode.d8.loss_dice": 0.6684126868844033, "time": 0.5349696636199951, "memory": 7194, "step": 97450}
{"lr": 4.291276260726087e-06, "data_time": 0.009822845458984375, "grad_norm": 91.53738250732422, "loss": 24.826858139038087, "decode.loss_cls": 0.48594619855284693, "decode.loss_mask": 0.6689053177833557, "decode.loss_dice": 1.0568203259259463, "decode.d0.loss_cls": 2.2294829905033113, "decode.d0.loss_mask": 0.7488765776157379, "decode.d0.loss_dice": 1.2556401532143355, "decode.d1.loss_cls": 0.7023611314594745, "decode.d1.loss_mask": 0.6731253281235695, "decode.d1.loss_dice": 1.1479036509990692, "decode.d2.loss_cls": 0.6248966805636883, "decode.d2.loss_mask": 0.65120350420475, "decode.d2.loss_dice": 1.080125766992569, "decode.d3.loss_cls": 0.6075010791420936, "decode.d3.loss_mask": 0.6630707114934922, "decode.d3.loss_dice": 1.0596128594130279, "decode.d4.loss_cls": 0.5489552039653063, "decode.d4.loss_mask": 0.6647472709417344, "decode.d4.loss_dice": 1.0698343243449926, "decode.d5.loss_cls": 0.5294882785528898, "decode.d5.loss_mask": 0.6541261963546277, "decode.d5.loss_dice": 1.0504839789122342, "decode.d6.loss_cls": 0.5048764001578092, "decode.d6.loss_mask": 0.6758340172469616, "decode.d6.loss_dice": 1.0580651130527259, "decode.d7.loss_cls": 0.49066237062215806, "decode.d7.loss_mask": 0.6657434940338135, "decode.d7.loss_dice": 1.0483762152493, "decode.d8.loss_cls": 0.5094033319503068, "decode.d8.loss_mask": 0.659011721611023, "decode.d8.loss_dice": 1.0417781263589858, "time": 0.5365131855010986, "memory": 7282, "step": 97500}
{"lr": 4.288186418193339e-06, "data_time": 0.009781575202941895, "grad_norm": 92.22808723449707, "loss": 30.40217046737671, "decode.loss_cls": 0.6173014417290688, "decode.loss_mask": 0.7831953525543213, "decode.loss_dice": 1.4448144674301147, "decode.d0.loss_cls": 2.1048712193965913, "decode.d0.loss_mask": 0.8418847233057022, "decode.d0.loss_dice": 1.6662652283906936, "decode.d1.loss_cls": 0.6744024559855462, "decode.d1.loss_mask": 0.8351604759693145, "decode.d1.loss_dice": 1.5192585110664367, "decode.d2.loss_cls": 0.5677801966667175, "decode.d2.loss_mask": 0.8579859763383866, "decode.d2.loss_dice": 1.512916448712349, "decode.d3.loss_cls": 0.602236059308052, "decode.d3.loss_mask": 0.8171113193035126, "decode.d3.loss_dice": 1.4826163411140443, "decode.d4.loss_cls": 0.5810502961277961, "decode.d4.loss_mask": 0.8041110038757324, "decode.d4.loss_dice": 1.4859553962945937, "decode.d5.loss_cls": 0.5510760262608528, "decode.d5.loss_mask": 0.7847107380628586, "decode.d5.loss_dice": 1.4627771466970443, "decode.d6.loss_cls": 0.5580011397600174, "decode.d6.loss_mask": 0.7709578305482865, "decode.d6.loss_dice": 1.457282143831253, "decode.d7.loss_cls": 0.5739071637392044, "decode.d7.loss_mask": 0.7916192263364792, "decode.d7.loss_dice": 1.4410872042179108, "decode.d8.loss_cls": 0.5519092746078968, "decode.d8.loss_mask": 0.7951960623264313, "decode.d8.loss_dice": 1.4647306382656098, "time": 0.5382903337478637, "memory": 7236, "step": 97550}
{"lr": 4.2850963282653476e-06, "data_time": 0.009861111640930176, "grad_norm": 92.88395690917969, "loss": 21.633087253570558, "decode.loss_cls": 0.3737561658024788, "decode.loss_mask": 0.5567950278520584, "decode.loss_dice": 0.9301262557506561, "decode.d0.loss_cls": 2.3294906616210938, "decode.d0.loss_mask": 0.6759819656610488, "decode.d0.loss_dice": 1.1575069069862365, "decode.d1.loss_cls": 0.6747648358345032, "decode.d1.loss_mask": 0.5722677350044251, "decode.d1.loss_dice": 1.034326320886612, "decode.d2.loss_cls": 0.46221666038036346, "decode.d2.loss_mask": 0.5773651897907257, "decode.d2.loss_dice": 1.020850908756256, "decode.d3.loss_cls": 0.39526256918907166, "decode.d3.loss_mask": 0.5746541857719422, "decode.d3.loss_dice": 0.9554010272026062, "decode.d4.loss_cls": 0.3577732466161251, "decode.d4.loss_mask": 0.5742710560560227, "decode.d4.loss_dice": 0.9686682462692261, "decode.d5.loss_cls": 0.3379359498620033, "decode.d5.loss_mask": 0.5642150938510895, "decode.d5.loss_dice": 0.9717615306377411, "decode.d6.loss_cls": 0.35246376842260363, "decode.d6.loss_mask": 0.5640425086021423, "decode.d6.loss_dice": 0.954745101928711, "decode.d7.loss_cls": 0.3255654782056808, "decode.d7.loss_mask": 0.5591786354780197, "decode.d7.loss_dice": 0.9564589381217956, "decode.d8.loss_cls": 0.33250409066677095, "decode.d8.loss_mask": 0.5557515382766723, "decode.d8.loss_dice": 0.9669853389263153, "time": 0.5594960689544678, "memory": 7186, "step": 97600}
{"lr": 4.282005990724051e-06, "data_time": 0.00990900993347168, "grad_norm": 90.20425949096679, "loss": 25.101304817199708, "decode.loss_cls": 0.6680835872888565, "decode.loss_mask": 0.6338128328323365, "decode.loss_dice": 0.9252719104290008, "decode.d0.loss_cls": 2.138216769695282, "decode.d0.loss_mask": 0.7375856012105941, "decode.d0.loss_dice": 1.0732588082551957, "decode.d1.loss_cls": 0.9453622013330459, "decode.d1.loss_mask": 0.6881593585014343, "decode.d1.loss_dice": 0.9979780554771424, "decode.d2.loss_cls": 0.9132696330547333, "decode.d2.loss_mask": 0.6684545084834099, "decode.d2.loss_dice": 0.9555559873580932, "decode.d3.loss_cls": 0.7772104412317276, "decode.d3.loss_mask": 0.66784138828516, "decode.d3.loss_dice": 0.9207725286483764, "decode.d4.loss_cls": 0.7408346742391586, "decode.d4.loss_mask": 0.6618408784270287, "decode.d4.loss_dice": 0.9146816402673721, "decode.d5.loss_cls": 0.7370613366365433, "decode.d5.loss_mask": 0.6413378447294236, "decode.d5.loss_dice": 0.9293111681938171, "decode.d6.loss_cls": 0.7004818618297577, "decode.d6.loss_mask": 0.6370260044932365, "decode.d6.loss_dice": 0.9372157484292984, "decode.d7.loss_cls": 0.6843546390533447, "decode.d7.loss_mask": 0.6315928056836129, "decode.d7.loss_dice": 0.9198515802621842, "decode.d8.loss_cls": 0.680262665450573, "decode.d8.loss_mask": 0.634254677593708, "decode.d8.loss_dice": 0.9403629124164581, "time": 0.5352916955947876, "memory": 7262, "step": 97650}
{"lr": 4.278915405351016e-06, "data_time": 0.00973060131072998, "grad_norm": 80.87962646484375, "loss": 23.401198863983154, "decode.loss_cls": 0.46688918173313143, "decode.loss_mask": 0.6260905265808105, "decode.loss_dice": 0.9839448660612107, "decode.d0.loss_cls": 2.1890198826789855, "decode.d0.loss_mask": 0.7348344773054123, "decode.d0.loss_dice": 1.1333218574523927, "decode.d1.loss_cls": 0.6873235747218132, "decode.d1.loss_mask": 0.6349773913621902, "decode.d1.loss_dice": 1.0499637931585313, "decode.d2.loss_cls": 0.5709682296961546, "decode.d2.loss_mask": 0.6253794819116593, "decode.d2.loss_dice": 1.0121717661619187, "decode.d3.loss_cls": 0.5490552999079228, "decode.d3.loss_mask": 0.6307668417692185, "decode.d3.loss_dice": 0.9939348503947258, "decode.d4.loss_cls": 0.532774530351162, "decode.d4.loss_mask": 0.6487384542822838, "decode.d4.loss_dice": 0.972274874150753, "decode.d5.loss_cls": 0.5297899350523949, "decode.d5.loss_mask": 0.6180693164467812, "decode.d5.loss_dice": 0.9883054703474045, "decode.d6.loss_cls": 0.5092222556471825, "decode.d6.loss_mask": 0.6292769014835358, "decode.d6.loss_dice": 0.9628905907273293, "decode.d7.loss_cls": 0.4706663738936186, "decode.d7.loss_mask": 0.6201635375618935, "decode.d7.loss_dice": 0.9695912539958954, "decode.d8.loss_cls": 0.45388589836657045, "decode.d8.loss_mask": 0.6201610326766968, "decode.d8.loss_dice": 0.9867462486028671, "time": 0.5342551231384277, "memory": 7243, "step": 97700}
{"lr": 4.2758245719274385e-06, "data_time": 0.009911942481994628, "grad_norm": 90.01066284179687, "loss": 24.721693229675292, "decode.loss_cls": 0.575151601433754, "decode.loss_mask": 0.7267031326889992, "decode.loss_dice": 0.896128922700882, "decode.d0.loss_cls": 2.063895046710968, "decode.d0.loss_mask": 0.78230781853199, "decode.d0.loss_dice": 1.0518480986356735, "decode.d1.loss_cls": 0.8518543690443039, "decode.d1.loss_mask": 0.7401539027690888, "decode.d1.loss_dice": 0.9749405205249786, "decode.d2.loss_cls": 0.754476098716259, "decode.d2.loss_mask": 0.7285943359136582, "decode.d2.loss_dice": 0.9516501039266586, "decode.d3.loss_cls": 0.7023920975625515, "decode.d3.loss_mask": 0.7094978213310241, "decode.d3.loss_dice": 0.9096457898616791, "decode.d4.loss_cls": 0.6956904634833336, "decode.d4.loss_mask": 0.730833238363266, "decode.d4.loss_dice": 0.8996627390384674, "decode.d5.loss_cls": 0.6597266465425491, "decode.d5.loss_mask": 0.7387180387973785, "decode.d5.loss_dice": 0.9130735158920288, "decode.d6.loss_cls": 0.6185920245945453, "decode.d6.loss_mask": 0.7248860597610474, "decode.d6.loss_dice": 0.9109733372926712, "decode.d7.loss_cls": 0.6538218013942242, "decode.d7.loss_mask": 0.6892766252160072, "decode.d7.loss_dice": 0.8670425355434418, "decode.d8.loss_cls": 0.5807733185589313, "decode.d8.loss_mask": 0.7209924057126045, "decode.d8.loss_dice": 0.8983897030353546, "time": 0.5352345466613769, "memory": 7245, "step": 97750}
{"lr": 4.272733490234148e-06, "data_time": 0.009803056716918945, "grad_norm": 97.92674980163574, "loss": 21.375609874725342, "decode.loss_cls": 0.37510591447353364, "decode.loss_mask": 0.623435015976429, "decode.loss_dice": 0.9343626707792282, "decode.d0.loss_cls": 2.007311928272247, "decode.d0.loss_mask": 0.6595010563731194, "decode.d0.loss_dice": 1.05046738833189, "decode.d1.loss_cls": 0.5401228815317154, "decode.d1.loss_mask": 0.6456642538309098, "decode.d1.loss_dice": 0.9973359376192092, "decode.d2.loss_cls": 0.4141171097755432, "decode.d2.loss_mask": 0.63235724568367, "decode.d2.loss_dice": 0.9853241264820098, "decode.d3.loss_cls": 0.4113771587610245, "decode.d3.loss_mask": 0.6193747684359551, "decode.d3.loss_dice": 0.960909204185009, "decode.d4.loss_cls": 0.35622294843196867, "decode.d4.loss_mask": 0.6146773040294647, "decode.d4.loss_dice": 0.9570343300700188, "decode.d5.loss_cls": 0.37863823473453523, "decode.d5.loss_mask": 0.614778819680214, "decode.d5.loss_dice": 0.9367991879582405, "decode.d6.loss_cls": 0.32944647818803785, "decode.d6.loss_mask": 0.6185051083564759, "decode.d6.loss_dice": 0.9398657113313675, "decode.d7.loss_cls": 0.31235805302858355, "decode.d7.loss_mask": 0.6140508249402046, "decode.d7.loss_dice": 0.932858121395111, "decode.d8.loss_cls": 0.36053288727998734, "decode.d8.loss_mask": 0.6199732929468155, "decode.d8.loss_dice": 0.9331012815237045, "time": 0.5353693246841431, "memory": 7232, "step": 97800}
{"lr": 4.269642160051607e-06, "data_time": 0.009736752510070801, "grad_norm": 104.60992431640625, "loss": 23.139204597473146, "decode.loss_cls": 0.4445945404469967, "decode.loss_mask": 0.5899047672748565, "decode.loss_dice": 1.0574630349874496, "decode.d0.loss_cls": 1.9818451166152955, "decode.d0.loss_mask": 0.6230834573507309, "decode.d0.loss_dice": 1.1974764734506607, "decode.d1.loss_cls": 0.6569691151380539, "decode.d1.loss_mask": 0.5725118860602378, "decode.d1.loss_dice": 1.0709527015686036, "decode.d2.loss_cls": 0.5952450256794691, "decode.d2.loss_mask": 0.5636931344866752, "decode.d2.loss_dice": 1.0517509162425995, "decode.d3.loss_cls": 0.5541479833424091, "decode.d3.loss_mask": 0.5670370608568192, "decode.d3.loss_dice": 1.0766598135232925, "decode.d4.loss_cls": 0.5278968837112188, "decode.d4.loss_mask": 0.5548455998301506, "decode.d4.loss_dice": 1.0265466690063476, "decode.d5.loss_cls": 0.4905452042818069, "decode.d5.loss_mask": 0.5884809106588363, "decode.d5.loss_dice": 1.0444308251142502, "decode.d6.loss_cls": 0.524104530736804, "decode.d6.loss_mask": 0.5615189254283905, "decode.d6.loss_dice": 1.042276981472969, "decode.d7.loss_cls": 0.4960286717861891, "decode.d7.loss_mask": 0.5564035058021546, "decode.d7.loss_dice": 1.0345846593379975, "decode.d8.loss_cls": 0.4482035022228956, "decode.d8.loss_mask": 0.5888768970966339, "decode.d8.loss_dice": 1.0511264204978943, "time": 0.5367365598678588, "memory": 7363, "step": 97850}
{"lr": 4.266550581159906e-06, "data_time": 0.009785699844360351, "grad_norm": 90.68682899475098, "loss": 19.808511400222777, "decode.loss_cls": 0.39206715747714044, "decode.loss_mask": 0.5476681724190712, "decode.loss_dice": 0.8079433798789978, "decode.d0.loss_cls": 1.808543825149536, "decode.d0.loss_mask": 0.5827378168702125, "decode.d0.loss_dice": 0.9324201509356499, "decode.d1.loss_cls": 0.5543060883879661, "decode.d1.loss_mask": 0.5725233867764473, "decode.d1.loss_dice": 0.8727867156267166, "decode.d2.loss_cls": 0.5062345542013645, "decode.d2.loss_mask": 0.5718732297420501, "decode.d2.loss_dice": 0.8257439658045769, "decode.d3.loss_cls": 0.48125980608165264, "decode.d3.loss_mask": 0.5681797578930855, "decode.d3.loss_dice": 0.8164099842309952, "decode.d4.loss_cls": 0.4444050870835781, "decode.d4.loss_mask": 0.5817333057522773, "decode.d4.loss_dice": 0.8260951206088066, "decode.d5.loss_cls": 0.4259856931865215, "decode.d5.loss_mask": 0.5611118152737617, "decode.d5.loss_dice": 0.8018932536244392, "decode.d6.loss_cls": 0.4195371069014072, "decode.d6.loss_mask": 0.5418937653303146, "decode.d6.loss_dice": 0.8020394667983055, "decode.d7.loss_cls": 0.4231370747089386, "decode.d7.loss_mask": 0.5531729981303215, "decode.d7.loss_dice": 0.8105257630348206, "decode.d8.loss_cls": 0.409535101801157, "decode.d8.loss_mask": 0.5558171033859253, "decode.d8.loss_dice": 0.8109306141734123, "time": 0.5360569715499878, "memory": 7235, "step": 97900}
{"lr": 4.263458753338755e-06, "data_time": 0.009821391105651856, "grad_norm": 90.09699745178223, "loss": 25.06810417175293, "decode.loss_cls": 0.5841674268245697, "decode.loss_mask": 0.6793796718120575, "decode.loss_dice": 1.0459942460060119, "decode.d0.loss_cls": 2.1024068117141725, "decode.d0.loss_mask": 0.7308371007442475, "decode.d0.loss_dice": 1.2218173325061799, "decode.d1.loss_cls": 0.6898756504058838, "decode.d1.loss_mask": 0.6956798672676087, "decode.d1.loss_dice": 1.1544153153896333, "decode.d2.loss_cls": 0.6811828523874283, "decode.d2.loss_mask": 0.6834015756845474, "decode.d2.loss_dice": 1.0722877264022828, "decode.d3.loss_cls": 0.5466209709644317, "decode.d3.loss_mask": 0.679759880900383, "decode.d3.loss_dice": 1.06859530210495, "decode.d4.loss_cls": 0.552218072116375, "decode.d4.loss_mask": 0.680890691280365, "decode.d4.loss_dice": 1.0633569031953811, "decode.d5.loss_cls": 0.5524701997637749, "decode.d5.loss_mask": 0.6791882812976837, "decode.d5.loss_dice": 1.0577817857265472, "decode.d6.loss_cls": 0.5589862376451492, "decode.d6.loss_mask": 0.6691068947315216, "decode.d6.loss_dice": 1.04982950091362, "decode.d7.loss_cls": 0.5630431622266769, "decode.d7.loss_mask": 0.6597052574157715, "decode.d7.loss_dice": 1.051839280128479, "decode.d8.loss_cls": 0.5418468579649925, "decode.d8.loss_mask": 0.6823895394802093, "decode.d8.loss_dice": 1.0690291583538056, "time": 0.5357937335968017, "memory": 7243, "step": 97950}
{"lr": 4.260366676367508e-06, "data_time": 0.00986340045928955, "grad_norm": 89.2969871520996, "loss": 24.653391742706297, "decode.loss_cls": 0.459367448091507, "decode.loss_mask": 0.7384425193071366, "decode.loss_dice": 1.0116774201393128, "decode.d0.loss_cls": 2.0752554178237914, "decode.d0.loss_mask": 0.8347688049077988, "decode.d0.loss_dice": 1.2273061156272889, "decode.d1.loss_cls": 0.6520097389817238, "decode.d1.loss_mask": 0.7936952173709869, "decode.d1.loss_dice": 1.1195997625589371, "decode.d2.loss_cls": 0.5217018559575081, "decode.d2.loss_mask": 0.8091579109430314, "decode.d2.loss_dice": 1.0829952985048295, "decode.d3.loss_cls": 0.5657779708504677, "decode.d3.loss_mask": 0.7434031158685684, "decode.d3.loss_dice": 1.0155642122030257, "decode.d4.loss_cls": 0.5311247542500496, "decode.d4.loss_mask": 0.7336073279380798, "decode.d4.loss_dice": 0.990522900223732, "decode.d5.loss_cls": 0.43910984247922896, "decode.d5.loss_mask": 0.7519584357738495, "decode.d5.loss_dice": 1.006353896856308, "decode.d6.loss_cls": 0.4203608468174934, "decode.d6.loss_mask": 0.7619230628013611, "decode.d6.loss_dice": 1.0070309519767762, "decode.d7.loss_cls": 0.4422532021999359, "decode.d7.loss_mask": 0.7405888617038727, "decode.d7.loss_dice": 0.9783538758754731, "decode.d8.loss_cls": 0.4972574427723885, "decode.d8.loss_mask": 0.7371273010969162, "decode.d8.loss_dice": 0.9650986135005951, "time": 0.5345678806304932, "memory": 7231, "step": 98000}
{"lr": 4.257274350025127e-06, "data_time": 0.00978837013244629, "grad_norm": 76.38335456848145, "loss": 23.715540981292726, "decode.loss_cls": 0.49438429325819017, "decode.loss_mask": 0.5337304398417473, "decode.loss_dice": 1.0233988113701344, "decode.d0.loss_cls": 2.343812096118927, "decode.d0.loss_mask": 0.6043214663863182, "decode.d0.loss_dice": 1.2737542748451234, "decode.d1.loss_cls": 0.7098210260272027, "decode.d1.loss_mask": 0.5854701086878776, "decode.d1.loss_dice": 1.1641934350132943, "decode.d2.loss_cls": 0.717689023911953, "decode.d2.loss_mask": 0.5560347750782967, "decode.d2.loss_dice": 1.080474378913641, "decode.d3.loss_cls": 0.6143081016838551, "decode.d3.loss_mask": 0.5486218959093094, "decode.d3.loss_dice": 1.0489172108471394, "decode.d4.loss_cls": 0.5572721689939499, "decode.d4.loss_mask": 0.5525302276015281, "decode.d4.loss_dice": 1.0425269559025765, "decode.d5.loss_cls": 0.5284485712647438, "decode.d5.loss_mask": 0.5432714149355888, "decode.d5.loss_dice": 1.032104004174471, "decode.d6.loss_cls": 0.5096877716481686, "decode.d6.loss_mask": 0.5338605180382728, "decode.d6.loss_dice": 1.0105415284633636, "decode.d7.loss_cls": 0.5096864301711321, "decode.d7.loss_mask": 0.5281165704131127, "decode.d7.loss_dice": 1.006467381119728, "decode.d8.loss_cls": 0.5182201284915209, "decode.d8.loss_mask": 0.5262410685420036, "decode.d8.loss_dice": 1.0176354065537452, "time": 0.5339072227478028, "memory": 7214, "step": 98050}
{"lr": 4.254181774090212e-06, "data_time": 0.009890866279602051, "grad_norm": 93.18538360595703, "loss": 22.976931190490724, "decode.loss_cls": 0.5827177479863167, "decode.loss_mask": 0.5579613715410232, "decode.loss_dice": 0.9224699318408967, "decode.d0.loss_cls": 1.9427679181098938, "decode.d0.loss_mask": 0.6415814250707627, "decode.d0.loss_dice": 1.1632808566093444, "decode.d1.loss_cls": 0.7627676814794541, "decode.d1.loss_mask": 0.5975965440273285, "decode.d1.loss_dice": 1.014085042476654, "decode.d2.loss_cls": 0.6324324980378151, "decode.d2.loss_mask": 0.5659471303224564, "decode.d2.loss_dice": 0.9855546206235886, "decode.d3.loss_cls": 0.60573301166296, "decode.d3.loss_mask": 0.5593123763799668, "decode.d3.loss_dice": 0.9538830429315567, "decode.d4.loss_cls": 0.6601412266492843, "decode.d4.loss_mask": 0.5574235171079636, "decode.d4.loss_dice": 0.9535147666931152, "decode.d5.loss_cls": 0.5647257015109062, "decode.d5.loss_mask": 0.5690110683441162, "decode.d5.loss_dice": 0.9785277277231217, "decode.d6.loss_cls": 0.5445725813508033, "decode.d6.loss_mask": 0.5614110827445984, "decode.d6.loss_dice": 0.9435127228498459, "decode.d7.loss_cls": 0.567848964035511, "decode.d7.loss_mask": 0.5580055326223373, "decode.d7.loss_dice": 0.9494577288627625, "decode.d8.loss_cls": 0.5619373202323914, "decode.d8.loss_mask": 0.5702374130487442, "decode.d8.loss_dice": 0.9485123693943024, "time": 0.5334834337234498, "memory": 7197, "step": 98100}
{"lr": 4.251088948340988e-06, "data_time": 0.009996318817138672, "grad_norm": 87.55742988586425, "loss": 21.288610696792603, "decode.loss_cls": 0.5431607129052282, "decode.loss_mask": 0.5124844506382942, "decode.loss_dice": 0.8306580305099487, "decode.d0.loss_cls": 2.065853142738342, "decode.d0.loss_mask": 0.5490114897489548, "decode.d0.loss_dice": 1.0651884198188781, "decode.d1.loss_cls": 0.624632915854454, "decode.d1.loss_mask": 0.5201034635305405, "decode.d1.loss_dice": 0.9157788872718811, "decode.d2.loss_cls": 0.5212063036859036, "decode.d2.loss_mask": 0.5389251440763474, "decode.d2.loss_dice": 0.956879323720932, "decode.d3.loss_cls": 0.6560028795152902, "decode.d3.loss_mask": 0.5107792258262634, "decode.d3.loss_dice": 0.8461408019065857, "decode.d4.loss_cls": 0.5683953510597348, "decode.d4.loss_mask": 0.5107268452644348, "decode.d4.loss_dice": 0.8678273141384125, "decode.d5.loss_cls": 0.5991820760071278, "decode.d5.loss_mask": 0.48394731283187864, "decode.d5.loss_dice": 0.8547839313745499, "decode.d6.loss_cls": 0.5591286877170205, "decode.d6.loss_mask": 0.5089204534888268, "decode.d6.loss_dice": 0.856473857164383, "decode.d7.loss_cls": 0.5817698895931244, "decode.d7.loss_mask": 0.5045727267861366, "decode.d7.loss_dice": 0.856809438765049, "decode.d8.loss_cls": 0.5161274036392569, "decode.d8.loss_mask": 0.519990612566471, "decode.d8.loss_dice": 0.8431492716073989, "time": 0.5619248151779175, "memory": 7221, "step": 98150}
{"lr": 4.2479958725552895e-06, "data_time": 0.010097169876098632, "grad_norm": 93.64513626098633, "loss": 24.862761116027833, "decode.loss_cls": 0.4295019470155239, "decode.loss_mask": 0.6798666387796402, "decode.loss_dice": 1.0798839688301087, "decode.d0.loss_cls": 2.2169788599014284, "decode.d0.loss_mask": 0.8032489120960236, "decode.d0.loss_dice": 1.2534290820360183, "decode.d1.loss_cls": 0.688189996033907, "decode.d1.loss_mask": 0.6975727558135987, "decode.d1.loss_dice": 1.2012595117092133, "decode.d2.loss_cls": 0.5741101615130901, "decode.d2.loss_mask": 0.6906824916601181, "decode.d2.loss_dice": 1.0810892179608345, "decode.d3.loss_cls": 0.5742010019719601, "decode.d3.loss_mask": 0.6852250516414642, "decode.d3.loss_dice": 1.1126329362392426, "decode.d4.loss_cls": 0.4652298681437969, "decode.d4.loss_mask": 0.6875924557447434, "decode.d4.loss_dice": 1.0964175656437873, "decode.d5.loss_cls": 0.47766551896929743, "decode.d5.loss_mask": 0.6703640401363373, "decode.d5.loss_dice": 1.0626551926136016, "decode.d6.loss_cls": 0.47056131437420845, "decode.d6.loss_mask": 0.6739146262407303, "decode.d6.loss_dice": 1.0553735047578812, "decode.d7.loss_cls": 0.4626035138964653, "decode.d7.loss_mask": 0.6714108675718308, "decode.d7.loss_dice": 1.0548461079597473, "decode.d8.loss_cls": 0.49852787852287295, "decode.d8.loss_mask": 0.6754578202962875, "decode.d8.loss_dice": 1.072269043326378, "time": 0.5635991334915161, "memory": 7194, "step": 98200}
{"lr": 4.244902546510596e-06, "data_time": 0.009932136535644532, "grad_norm": 80.3550193786621, "loss": 19.562857818603515, "decode.loss_cls": 0.41510769426822663, "decode.loss_mask": 0.5757608562707901, "decode.loss_dice": 0.7387742072343826, "decode.d0.loss_cls": 2.1599281191825868, "decode.d0.loss_mask": 0.5969491377472878, "decode.d0.loss_dice": 0.871395057439804, "decode.d1.loss_cls": 0.5274932205677032, "decode.d1.loss_mask": 0.5784905031323433, "decode.d1.loss_dice": 0.7927671700716019, "decode.d2.loss_cls": 0.5434431090950966, "decode.d2.loss_mask": 0.5700252547860145, "decode.d2.loss_dice": 0.7794089615345001, "decode.d3.loss_cls": 0.4805532917380333, "decode.d3.loss_mask": 0.5641733556985855, "decode.d3.loss_dice": 0.7626069962978363, "decode.d4.loss_cls": 0.3862917795777321, "decode.d4.loss_mask": 0.5735004872083664, "decode.d4.loss_dice": 0.7789504110813141, "decode.d5.loss_cls": 0.36610899269580843, "decode.d5.loss_mask": 0.5680477425456048, "decode.d5.loss_dice": 0.7850662916898727, "decode.d6.loss_cls": 0.4077418431639671, "decode.d6.loss_mask": 0.5695848643779755, "decode.d6.loss_dice": 0.7450345098972321, "decode.d7.loss_cls": 0.36218382716178893, "decode.d7.loss_mask": 0.5694247528910636, "decode.d7.loss_dice": 0.7793098986148834, "decode.d8.loss_cls": 0.3962437897920609, "decode.d8.loss_mask": 0.5652354955673218, "decode.d8.loss_dice": 0.7532549917697906, "time": 0.5610747575759888, "memory": 7216, "step": 98250}
{"lr": 4.241808969983984e-06, "data_time": 0.009895801544189453, "grad_norm": 110.86242218017578, "loss": 22.287330436706544, "decode.loss_cls": 0.4210533618927002, "decode.loss_mask": 0.6759627610445023, "decode.loss_dice": 0.8420486629009247, "decode.d0.loss_cls": 2.041371166706085, "decode.d0.loss_mask": 0.7842182338237762, "decode.d0.loss_dice": 1.0011390209198, "decode.d1.loss_cls": 0.6188888281583786, "decode.d1.loss_mask": 0.7126920789480209, "decode.d1.loss_dice": 0.9614414155483246, "decode.d2.loss_cls": 0.5339945271611214, "decode.d2.loss_mask": 0.7070405840873718, "decode.d2.loss_dice": 0.92346470952034, "decode.d3.loss_cls": 0.513081143796444, "decode.d3.loss_mask": 0.7016102343797683, "decode.d3.loss_dice": 0.8840391516685486, "decode.d4.loss_cls": 0.47314528077840806, "decode.d4.loss_mask": 0.6949731439352036, "decode.d4.loss_dice": 0.876114484667778, "decode.d5.loss_cls": 0.43604582697153094, "decode.d5.loss_mask": 0.68723224401474, "decode.d5.loss_dice": 0.8620984256267548, "decode.d6.loss_cls": 0.47108094990253446, "decode.d6.loss_mask": 0.6767323315143585, "decode.d6.loss_dice": 0.8575437933206558, "decode.d7.loss_cls": 0.4087447255849838, "decode.d7.loss_mask": 0.694249865412712, "decode.d7.loss_dice": 0.8614241451025009, "decode.d8.loss_cls": 0.42998486310243605, "decode.d8.loss_mask": 0.6771430045366287, "decode.d8.loss_dice": 0.8587716490030288, "time": 0.5363023281097412, "memory": 7236, "step": 98300}
{"lr": 4.2387151427521685e-06, "data_time": 0.009050130844116211, "grad_norm": 83.67010498046875, "loss": 26.229804229736327, "decode.loss_cls": 0.5803916230797768, "decode.loss_mask": 0.6880743145942688, "decode.loss_dice": 1.030587410926819, "decode.d0.loss_cls": 2.4737916469573973, "decode.d0.loss_mask": 0.7835755318403244, "decode.d0.loss_dice": 1.2238404154777527, "decode.d1.loss_cls": 0.8654534839093685, "decode.d1.loss_mask": 0.6955866724252701, "decode.d1.loss_dice": 1.0825071766972543, "decode.d2.loss_cls": 0.8147709622979165, "decode.d2.loss_mask": 0.6852619975805283, "decode.d2.loss_dice": 1.0636965095996858, "decode.d3.loss_cls": 0.672969788312912, "decode.d3.loss_mask": 0.6844935894012452, "decode.d3.loss_dice": 1.0622871026396752, "decode.d4.loss_cls": 0.6679989874362946, "decode.d4.loss_mask": 0.6811512410640717, "decode.d4.loss_dice": 1.024832583963871, "decode.d5.loss_cls": 0.637287312746048, "decode.d5.loss_mask": 0.6855268120765686, "decode.d5.loss_dice": 1.0409435003995895, "decode.d6.loss_cls": 0.6428114615380764, "decode.d6.loss_mask": 0.6768615186214447, "decode.d6.loss_dice": 1.0385602965950966, "decode.d7.loss_cls": 0.6468292564153671, "decode.d7.loss_mask": 0.697225883603096, "decode.d7.loss_dice": 1.0346970736980439, "decode.d8.loss_cls": 0.6238810673356057, "decode.d8.loss_mask": 0.7019624739885331, "decode.d8.loss_dice": 1.021947056055069, "time": 0.5338613748550415, "memory": 7186, "step": 98350}
{"lr": 4.235621064591476e-06, "data_time": 0.009527921676635742, "grad_norm": 79.39609794616699, "loss": 21.921301746368407, "decode.loss_cls": 0.49220578372478485, "decode.loss_mask": 0.5772678405046463, "decode.loss_dice": 0.8772209376096726, "decode.d0.loss_cls": 2.0371595859527587, "decode.d0.loss_mask": 0.6513580232858658, "decode.d0.loss_dice": 1.0352323412895204, "decode.d1.loss_cls": 0.6125224724411964, "decode.d1.loss_mask": 0.596474876999855, "decode.d1.loss_dice": 0.941014575958252, "decode.d2.loss_cls": 0.5720042213797569, "decode.d2.loss_mask": 0.598008531332016, "decode.d2.loss_dice": 0.9662025183439255, "decode.d3.loss_cls": 0.5550032883882523, "decode.d3.loss_mask": 0.6012556195259094, "decode.d3.loss_dice": 0.8838665515184403, "decode.d4.loss_cls": 0.538845780491829, "decode.d4.loss_mask": 0.5823875367641449, "decode.d4.loss_dice": 0.9240563958883286, "decode.d5.loss_cls": 0.5096820592880249, "decode.d5.loss_mask": 0.5888838082551956, "decode.d5.loss_dice": 0.9157154858112335, "decode.d6.loss_cls": 0.4962904706597328, "decode.d6.loss_mask": 0.5841281890869141, "decode.d6.loss_dice": 0.8919027626514435, "decode.d7.loss_cls": 0.49628777652978895, "decode.d7.loss_mask": 0.5763575375080109, "decode.d7.loss_dice": 0.8678725332021713, "decode.d8.loss_cls": 0.4900286331772804, "decode.d8.loss_mask": 0.5732980757951737, "decode.d8.loss_dice": 0.8887674450874329, "time": 0.5324404954910278, "memory": 7231, "step": 98400}
{"lr": 4.232526735277855e-06, "data_time": 0.009660935401916504, "grad_norm": 94.72467346191407, "loss": 24.603750705718994, "decode.loss_cls": 0.5536148369312286, "decode.loss_mask": 0.6541009709239006, "decode.loss_dice": 0.9928265646100044, "decode.d0.loss_cls": 2.09733607172966, "decode.d0.loss_mask": 0.7549466833472251, "decode.d0.loss_dice": 1.2207093983888626, "decode.d1.loss_cls": 0.7649391643702984, "decode.d1.loss_mask": 0.7262077093124389, "decode.d1.loss_dice": 1.0706313326954842, "decode.d2.loss_cls": 0.6649303648620843, "decode.d2.loss_mask": 0.7130871176719665, "decode.d2.loss_dice": 1.0168225362896919, "decode.d3.loss_cls": 0.6344229798763991, "decode.d3.loss_mask": 0.6794035688042641, "decode.d3.loss_dice": 1.001142118871212, "decode.d4.loss_cls": 0.6196645945310593, "decode.d4.loss_mask": 0.6641811981797219, "decode.d4.loss_dice": 0.9751068606972695, "decode.d5.loss_cls": 0.6074461080133915, "decode.d5.loss_mask": 0.6674609020352363, "decode.d5.loss_dice": 0.9790446773171425, "decode.d6.loss_cls": 0.5828046090900898, "decode.d6.loss_mask": 0.6560263574123383, "decode.d6.loss_dice": 0.9698305487632751, "decode.d7.loss_cls": 0.5164383001625538, "decode.d7.loss_mask": 0.6621469214558602, "decode.d7.loss_dice": 0.9906928993761539, "decode.d8.loss_cls": 0.5209092922508717, "decode.d8.loss_mask": 0.6500504329800606, "decode.d8.loss_dice": 0.9968258492648602, "time": 0.5596657037734986, "memory": 7284, "step": 98450}
{"lr": 4.229432154586866e-06, "data_time": 0.009417390823364258, "grad_norm": 91.02084541320801, "loss": 24.13999514579773, "decode.loss_cls": 0.6295561654493212, "decode.loss_mask": 0.5811033993959427, "decode.loss_dice": 0.9097834229469299, "decode.d0.loss_cls": 2.4143569707870483, "decode.d0.loss_mask": 0.636593472957611, "decode.d0.loss_dice": 1.1223649561405182, "decode.d1.loss_cls": 0.6886036761105061, "decode.d1.loss_mask": 0.6212401419878006, "decode.d1.loss_dice": 1.0641108885407449, "decode.d2.loss_cls": 0.7554210472851992, "decode.d2.loss_mask": 0.5949266791343689, "decode.d2.loss_dice": 0.975562572479248, "decode.d3.loss_cls": 0.6909719277173281, "decode.d3.loss_mask": 0.5982792377471924, "decode.d3.loss_dice": 0.9668804943561554, "decode.d4.loss_cls": 0.626134985499084, "decode.d4.loss_mask": 0.5703583270311355, "decode.d4.loss_dice": 0.954290746152401, "decode.d5.loss_cls": 0.5985142955556512, "decode.d5.loss_mask": 0.602753859758377, "decode.d5.loss_dice": 0.9942631185054779, "decode.d6.loss_cls": 0.6239654486998916, "decode.d6.loss_mask": 0.6082154542207718, "decode.d6.loss_dice": 0.9574810042977333, "decode.d7.loss_cls": 0.6197150923311711, "decode.d7.loss_mask": 0.5933315455913544, "decode.d7.loss_dice": 0.9637318581342698, "decode.d8.loss_cls": 0.6141568139195442, "decode.d8.loss_mask": 0.5974922180175781, "decode.d8.loss_dice": 0.9658343240618705, "time": 0.5334437608718872, "memory": 7305, "step": 98500}
{"lr": 4.2263373222936995e-06, "data_time": 0.00941605567932129, "grad_norm": 87.3791404724121, "loss": 22.888549518585204, "decode.loss_cls": 0.6257936984300614, "decode.loss_mask": 0.5677154704928398, "decode.loss_dice": 0.9072894752025604, "decode.d0.loss_cls": 1.8581563651561737, "decode.d0.loss_mask": 0.6609775602817536, "decode.d0.loss_dice": 1.0450745820999146, "decode.d1.loss_cls": 0.7349731631577014, "decode.d1.loss_mask": 0.6112689137458801, "decode.d1.loss_dice": 0.9895740538835526, "decode.d2.loss_cls": 0.67774997651577, "decode.d2.loss_mask": 0.5811108216643334, "decode.d2.loss_dice": 0.9396856606006623, "decode.d3.loss_cls": 0.7109534673392772, "decode.d3.loss_mask": 0.5772627592086792, "decode.d3.loss_dice": 0.9016397684812546, "decode.d4.loss_cls": 0.6071487389504909, "decode.d4.loss_mask": 0.5780590370297432, "decode.d4.loss_dice": 0.9113563090562821, "decode.d5.loss_cls": 0.6017003916203976, "decode.d5.loss_mask": 0.5758119255304337, "decode.d5.loss_dice": 0.92840396463871, "decode.d6.loss_cls": 0.6688089653849602, "decode.d6.loss_mask": 0.5699692755937577, "decode.d6.loss_dice": 0.867632520198822, "decode.d7.loss_cls": 0.6204160839319229, "decode.d7.loss_mask": 0.5777066051959991, "decode.d7.loss_dice": 0.8964418679475784, "decode.d8.loss_cls": 0.6160150416195392, "decode.d8.loss_mask": 0.5766925126314163, "decode.d8.loss_dice": 0.9031607180833816, "time": 0.5606483221054077, "memory": 7227, "step": 98550}
{"lr": 4.2232422381731435e-06, "data_time": 0.009268951416015626, "grad_norm": 88.14560775756836, "loss": 24.27001838684082, "decode.loss_cls": 0.6749741464853287, "decode.loss_mask": 0.4982235997915268, "decode.loss_dice": 0.9782940655946731, "decode.d0.loss_cls": 2.1744011998176576, "decode.d0.loss_mask": 0.5493883281946182, "decode.d0.loss_dice": 1.0968835830688477, "decode.d1.loss_cls": 0.8744917243719101, "decode.d1.loss_mask": 0.5249870091676712, "decode.d1.loss_dice": 1.0332918226718903, "decode.d2.loss_cls": 0.848526256531477, "decode.d2.loss_mask": 0.5182570084929466, "decode.d2.loss_dice": 1.0226703584194183, "decode.d3.loss_cls": 0.7610972665250302, "decode.d3.loss_mask": 0.5153406441211701, "decode.d3.loss_dice": 1.0521927446126937, "decode.d4.loss_cls": 0.7589200235903263, "decode.d4.loss_mask": 0.5117508202791214, "decode.d4.loss_dice": 0.9668952882289886, "decode.d5.loss_cls": 0.7682378627359867, "decode.d5.loss_mask": 0.5140476554632187, "decode.d5.loss_dice": 0.9893091052770615, "decode.d6.loss_cls": 0.7593460246920586, "decode.d6.loss_mask": 0.5123272776603699, "decode.d6.loss_dice": 0.9654435724020004, "decode.d7.loss_cls": 0.674809779971838, "decode.d7.loss_mask": 0.5023881390690803, "decode.d7.loss_dice": 1.00626959502697, "decode.d8.loss_cls": 0.7487232223153114, "decode.d8.loss_mask": 0.5047889977693558, "decode.d8.loss_dice": 0.9637406885623931, "time": 0.5376243114471435, "memory": 7282, "step": 98600}
{"lr": 4.220146901999619e-06, "data_time": 0.009842443466186523, "grad_norm": 91.29475250244141, "loss": 19.51457462310791, "decode.loss_cls": 0.4411215830594301, "decode.loss_mask": 0.5915157571434975, "decode.loss_dice": 0.7094842582941056, "decode.d0.loss_cls": 1.9437553644180299, "decode.d0.loss_mask": 0.6363472551107406, "decode.d0.loss_dice": 0.8262476563453675, "decode.d1.loss_cls": 0.6478167608380317, "decode.d1.loss_mask": 0.5831268548965454, "decode.d1.loss_dice": 0.7618312031030655, "decode.d2.loss_cls": 0.48509731590747834, "decode.d2.loss_mask": 0.5883660897612571, "decode.d2.loss_dice": 0.7625515013933182, "decode.d3.loss_cls": 0.4545153811573982, "decode.d3.loss_mask": 0.5664250299334526, "decode.d3.loss_dice": 0.7241722136735916, "decode.d4.loss_cls": 0.46236504428088665, "decode.d4.loss_mask": 0.57014150172472, "decode.d4.loss_dice": 0.7291682571172714, "decode.d5.loss_cls": 0.44786400236189366, "decode.d5.loss_mask": 0.5636847481131554, "decode.d5.loss_dice": 0.7210614174604416, "decode.d6.loss_cls": 0.4225241020321846, "decode.d6.loss_mask": 0.5771746963262558, "decode.d6.loss_dice": 0.7495823115110397, "decode.d7.loss_cls": 0.43052121102809904, "decode.d7.loss_mask": 0.5902940332889557, "decode.d7.loss_dice": 0.7453780084848404, "decode.d8.loss_cls": 0.4456694904714823, "decode.d8.loss_mask": 0.5933998093008995, "decode.d8.loss_dice": 0.7433720648288726, "time": 0.534943962097168, "memory": 7238, "step": 98650}
{"lr": 4.2170513135471466e-06, "data_time": 0.009852170944213867, "grad_norm": 91.52829780578614, "loss": 24.745573711395263, "decode.loss_cls": 0.4910914845764637, "decode.loss_mask": 0.6827489823102951, "decode.loss_dice": 1.050558587908745, "decode.d0.loss_cls": 1.855759048461914, "decode.d0.loss_mask": 0.7479454725980759, "decode.d0.loss_dice": 1.2151042848825455, "decode.d1.loss_cls": 0.7299140430986881, "decode.d1.loss_mask": 0.6946070224046708, "decode.d1.loss_dice": 1.0929630815982818, "decode.d2.loss_cls": 0.7029938597232104, "decode.d2.loss_mask": 0.6823146849870682, "decode.d2.loss_dice": 1.1077978178858756, "decode.d3.loss_cls": 0.5890603762120008, "decode.d3.loss_mask": 0.685261857509613, "decode.d3.loss_dice": 1.0790475472807883, "decode.d4.loss_cls": 0.5981690496206283, "decode.d4.loss_mask": 0.6860828667879104, "decode.d4.loss_dice": 1.0563889309763907, "decode.d5.loss_cls": 0.5747175224125385, "decode.d5.loss_mask": 0.6893538609147072, "decode.d5.loss_dice": 1.035937736928463, "decode.d6.loss_cls": 0.5415365427732468, "decode.d6.loss_mask": 0.6821820586919785, "decode.d6.loss_dice": 1.0298865243792534, "decode.d7.loss_cls": 0.48690784610807897, "decode.d7.loss_mask": 0.6809518367052079, "decode.d7.loss_dice": 1.0636355340480805, "decode.d8.loss_cls": 0.4963385183364153, "decode.d8.loss_mask": 0.6919370964169502, "decode.d8.loss_dice": 1.0243792295455934, "time": 0.5330786943435669, "memory": 7197, "step": 98700}
{"lr": 4.213955472589361e-06, "data_time": 0.009835505485534668, "grad_norm": 87.04787750244141, "loss": 17.889226722717286, "decode.loss_cls": 0.31503857150673864, "decode.loss_mask": 0.5070520907640457, "decode.loss_dice": 0.7016844093799591, "decode.d0.loss_cls": 2.0060062170028687, "decode.d0.loss_mask": 0.5506021857261658, "decode.d0.loss_dice": 0.8144895642995834, "decode.d1.loss_cls": 0.5170667812228202, "decode.d1.loss_mask": 0.5065121844410896, "decode.d1.loss_dice": 0.7967860877513886, "decode.d2.loss_cls": 0.43614139705896376, "decode.d2.loss_mask": 0.5075462624430657, "decode.d2.loss_dice": 0.7470143735408783, "decode.d3.loss_cls": 0.4159942865371704, "decode.d3.loss_mask": 0.5163223713636398, "decode.d3.loss_dice": 0.719176185131073, "decode.d4.loss_cls": 0.4017304927110672, "decode.d4.loss_mask": 0.4936887681484222, "decode.d4.loss_dice": 0.7174765259027481, "decode.d5.loss_cls": 0.34732721000909805, "decode.d5.loss_mask": 0.4912672519683838, "decode.d5.loss_dice": 0.7286923557519913, "decode.d6.loss_cls": 0.32771224305033686, "decode.d6.loss_mask": 0.5166796267032623, "decode.d6.loss_dice": 0.7230315446853638, "decode.d7.loss_cls": 0.3179782718420029, "decode.d7.loss_mask": 0.5079574167728425, "decode.d7.loss_dice": 0.7210518836975097, "decode.d8.loss_cls": 0.3092912070453167, "decode.d8.loss_mask": 0.5081166937947273, "decode.d8.loss_dice": 0.719792303442955, "time": 0.5357877016067505, "memory": 7223, "step": 98750}
{"lr": 4.210859378899525e-06, "data_time": 0.009825038909912109, "grad_norm": 92.60725631713868, "loss": 19.746119213104247, "decode.loss_cls": 0.4355860561132431, "decode.loss_mask": 0.548276835680008, "decode.loss_dice": 0.773543331027031, "decode.d0.loss_cls": 1.8431728303432464, "decode.d0.loss_mask": 0.6581475004553795, "decode.d0.loss_dice": 0.911340007185936, "decode.d1.loss_cls": 0.6389932833611965, "decode.d1.loss_mask": 0.5977142229676247, "decode.d1.loss_dice": 0.8275808975100517, "decode.d2.loss_cls": 0.5256127033382654, "decode.d2.loss_mask": 0.5787941351532936, "decode.d2.loss_dice": 0.8034801244735718, "decode.d3.loss_cls": 0.43094170093536377, "decode.d3.loss_mask": 0.5510806411504745, "decode.d3.loss_dice": 0.7895912051200866, "decode.d4.loss_cls": 0.49554555453360083, "decode.d4.loss_mask": 0.5484938114881516, "decode.d4.loss_dice": 0.7510013952851295, "decode.d5.loss_cls": 0.515562554821372, "decode.d5.loss_mask": 0.5506447941064835, "decode.d5.loss_dice": 0.7426463797688484, "decode.d6.loss_cls": 0.41797677911818026, "decode.d6.loss_mask": 0.5524007916450501, "decode.d6.loss_dice": 0.7752925649285316, "decode.d7.loss_cls": 0.4433943867683411, "decode.d7.loss_mask": 0.5548084169626236, "decode.d7.loss_dice": 0.7642467990517616, "decode.d8.loss_cls": 0.42146880812942983, "decode.d8.loss_mask": 0.5504990935325622, "decode.d8.loss_dice": 0.7482810243964195, "time": 0.5359478950500488, "memory": 7243, "step": 98800}
{"lr": 4.207763032250494e-06, "data_time": 0.009906744956970215, "grad_norm": 105.83463287353516, "loss": 21.122561168670654, "decode.loss_cls": 0.6013640128076077, "decode.loss_mask": 0.6047123312950134, "decode.loss_dice": 0.675902497768402, "decode.d0.loss_cls": 2.104270279407501, "decode.d0.loss_mask": 0.6876924961805344, "decode.d0.loss_dice": 0.8457289278507233, "decode.d1.loss_cls": 0.7204575389623642, "decode.d1.loss_mask": 0.6620846450328827, "decode.d1.loss_dice": 0.8002697706222535, "decode.d2.loss_cls": 0.6752356648445129, "decode.d2.loss_mask": 0.64384805560112, "decode.d2.loss_dice": 0.732823696732521, "decode.d3.loss_cls": 0.6125060439109802, "decode.d3.loss_mask": 0.6146827459335327, "decode.d3.loss_dice": 0.6965502396225929, "decode.d4.loss_cls": 0.6190914377570153, "decode.d4.loss_mask": 0.6137338548898696, "decode.d4.loss_dice": 0.6870563954114914, "decode.d5.loss_cls": 0.6232257321476936, "decode.d5.loss_mask": 0.6030724614858627, "decode.d5.loss_dice": 0.6988775044679642, "decode.d6.loss_cls": 0.5734889790415764, "decode.d6.loss_mask": 0.6086574345827103, "decode.d6.loss_dice": 0.6809618964791297, "decode.d7.loss_cls": 0.5684965305030346, "decode.d7.loss_mask": 0.600434023141861, "decode.d7.loss_dice": 0.6820890054106712, "decode.d8.loss_cls": 0.6130718946456909, "decode.d8.loss_mask": 0.6001877844333648, "decode.d8.loss_dice": 0.6719877198338509, "time": 0.5366556167602539, "memory": 7216, "step": 98850}
{"lr": 4.204666432414743e-06, "data_time": 0.00983428955078125, "grad_norm": 79.38345184326172, "loss": 21.699478816986083, "decode.loss_cls": 0.2977357812225819, "decode.loss_mask": 0.6966366589069366, "decode.loss_dice": 0.9160085320472717, "decode.d0.loss_cls": 1.9876440644264222, "decode.d0.loss_mask": 0.7253140985965729, "decode.d0.loss_dice": 1.0142842203378677, "decode.d1.loss_cls": 0.42983926832675934, "decode.d1.loss_mask": 0.6814557820558548, "decode.d1.loss_dice": 0.9464859932661056, "decode.d2.loss_cls": 0.42415453791618346, "decode.d2.loss_mask": 0.6830948144197464, "decode.d2.loss_dice": 0.9142639011144638, "decode.d3.loss_cls": 0.4622800871729851, "decode.d3.loss_mask": 0.6943655878305435, "decode.d3.loss_dice": 0.8964374512434006, "decode.d4.loss_cls": 0.3677291840314865, "decode.d4.loss_mask": 0.7056353837251663, "decode.d4.loss_dice": 0.9354382067918777, "decode.d5.loss_cls": 0.37288973331451414, "decode.d5.loss_mask": 0.6943443983793258, "decode.d5.loss_dice": 0.9327290922403335, "decode.d6.loss_cls": 0.40168691128492356, "decode.d6.loss_mask": 0.6847217738628387, "decode.d6.loss_dice": 0.9132515668869019, "decode.d7.loss_cls": 0.393665450066328, "decode.d7.loss_mask": 0.6847623765468598, "decode.d7.loss_dice": 0.8912765085697174, "decode.d8.loss_cls": 0.3663398563861847, "decode.d8.loss_mask": 0.6853068262338639, "decode.d8.loss_dice": 0.8997001230716706, "time": 0.5383484840393067, "memory": 7237, "step": 98900}
{"lr": 4.201569579164351e-06, "data_time": 0.010031723976135254, "grad_norm": 93.25810623168945, "loss": 27.204939937591554, "decode.loss_cls": 0.620731671154499, "decode.loss_mask": 0.834005469083786, "decode.loss_dice": 0.9857265323400497, "decode.d0.loss_cls": 2.3075910449028014, "decode.d0.loss_mask": 0.9183348208665848, "decode.d0.loss_dice": 1.1300595968961715, "decode.d1.loss_cls": 0.9109273165464401, "decode.d1.loss_mask": 0.8645381450653076, "decode.d1.loss_dice": 1.074133861064911, "decode.d2.loss_cls": 0.7215925812721252, "decode.d2.loss_mask": 0.8657342433929444, "decode.d2.loss_dice": 1.0410305291414261, "decode.d3.loss_cls": 0.6845149010419845, "decode.d3.loss_mask": 0.8392217069864273, "decode.d3.loss_dice": 1.0189460337162017, "decode.d4.loss_cls": 0.6803068652749061, "decode.d4.loss_mask": 0.8299578696489334, "decode.d4.loss_dice": 1.0344834536314012, "decode.d5.loss_cls": 0.7080770164728165, "decode.d5.loss_mask": 0.8248826116323471, "decode.d5.loss_dice": 1.001945748925209, "decode.d6.loss_cls": 0.6565651446580887, "decode.d6.loss_mask": 0.8227251261472702, "decode.d6.loss_dice": 0.9913149356842041, "decode.d7.loss_cls": 0.6319421157240868, "decode.d7.loss_mask": 0.8233265787363052, "decode.d7.loss_dice": 0.9909257650375366, "decode.d8.loss_cls": 0.5646893441677093, "decode.d8.loss_mask": 0.844786986708641, "decode.d8.loss_dice": 0.9819206655025482, "time": 0.5364108800888061, "memory": 7261, "step": 98950}
{"lr": 4.1984724722710105e-06, "data_time": 0.009881401062011718, "grad_norm": 92.66580657958984, "loss": 23.81329174041748, "decode.loss_cls": 0.7737084094434976, "decode.loss_mask": 0.5803225100040436, "decode.loss_dice": 0.7962054699659348, "decode.d0.loss_cls": 2.299085092544556, "decode.d0.loss_mask": 0.6561316132545472, "decode.d0.loss_dice": 0.9643421113491059, "decode.d1.loss_cls": 0.8934595175087452, "decode.d1.loss_mask": 0.6466649740934372, "decode.d1.loss_dice": 0.8672611504793167, "decode.d2.loss_cls": 0.838225894421339, "decode.d2.loss_mask": 0.581406906247139, "decode.d2.loss_dice": 0.88110930621624, "decode.d3.loss_cls": 0.7170928105711937, "decode.d3.loss_mask": 0.6201858580112457, "decode.d3.loss_dice": 0.8374784618616105, "decode.d4.loss_cls": 0.7032013110816479, "decode.d4.loss_mask": 0.6164357542991639, "decode.d4.loss_dice": 0.8399536788463593, "decode.d5.loss_cls": 0.7427385374903679, "decode.d5.loss_mask": 0.6149493962526321, "decode.d5.loss_dice": 0.8264340549707413, "decode.d6.loss_cls": 0.7167063057422638, "decode.d6.loss_mask": 0.6369375973939896, "decode.d6.loss_dice": 0.8122893869876862, "decode.d7.loss_cls": 0.7297642920166254, "decode.d7.loss_mask": 0.6417825192213058, "decode.d7.loss_dice": 0.8109944581985473, "decode.d8.loss_cls": 0.7655635297298431, "decode.d8.loss_mask": 0.6017304986715317, "decode.d8.loss_dice": 0.8011301279067993, "time": 0.5361623287200927, "memory": 7261, "step": 99000}
{"lr": 4.195375111506012e-06, "data_time": 0.009796452522277833, "grad_norm": 84.54210662841797, "loss": 20.912602138519286, "decode.loss_cls": 0.3967681389302015, "decode.loss_mask": 0.4892292946577072, "decode.loss_dice": 0.8996841907501221, "decode.d0.loss_cls": 2.199024522304535, "decode.d0.loss_mask": 0.5879656404256821, "decode.d0.loss_dice": 1.0920236825942993, "decode.d1.loss_cls": 0.6565351605415344, "decode.d1.loss_mask": 0.5529296606779098, "decode.d1.loss_dice": 1.0008900433778762, "decode.d2.loss_cls": 0.5531043000519276, "decode.d2.loss_mask": 0.5272904351353646, "decode.d2.loss_dice": 0.9676189020276069, "decode.d3.loss_cls": 0.49522663578391074, "decode.d3.loss_mask": 0.5071621119976044, "decode.d3.loss_dice": 0.9101406529545784, "decode.d4.loss_cls": 0.4442439630627632, "decode.d4.loss_mask": 0.5038904637098313, "decode.d4.loss_dice": 0.9045181989669799, "decode.d5.loss_cls": 0.44335092306137086, "decode.d5.loss_mask": 0.5083929568529129, "decode.d5.loss_dice": 0.9108114361763, "decode.d6.loss_cls": 0.4193861920386553, "decode.d6.loss_mask": 0.4917162835597992, "decode.d6.loss_dice": 0.8729939848184586, "decode.d7.loss_cls": 0.3933512520045042, "decode.d7.loss_mask": 0.49283011108636854, "decode.d7.loss_dice": 0.8916049376130104, "decode.d8.loss_cls": 0.40912122316658495, "decode.d8.loss_mask": 0.4901113837957382, "decode.d8.loss_dice": 0.9006846800446511, "time": 0.5350760221481323, "memory": 7232, "step": 99050}
{"lr": 4.192277496640265e-06, "data_time": 0.010251498222351075, "grad_norm": 104.33684463500977, "loss": 25.475927543640136, "decode.loss_cls": 0.5735104605555534, "decode.loss_mask": 0.6526128187775612, "decode.loss_dice": 1.015052205324173, "decode.d0.loss_cls": 2.3678404092788696, "decode.d0.loss_mask": 0.7535082265734673, "decode.d0.loss_dice": 1.2600674599409103, "decode.d1.loss_cls": 0.7583284243941307, "decode.d1.loss_mask": 0.6873528450727463, "decode.d1.loss_dice": 1.1086772114038468, "decode.d2.loss_cls": 0.6375751838088035, "decode.d2.loss_mask": 0.7015781924128532, "decode.d2.loss_dice": 1.0934044599533081, "decode.d3.loss_cls": 0.6415367081761361, "decode.d3.loss_mask": 0.6755210757255554, "decode.d3.loss_dice": 1.0479106724262237, "decode.d4.loss_cls": 0.6296727746725083, "decode.d4.loss_mask": 0.6654824882745742, "decode.d4.loss_dice": 1.032550674676895, "decode.d5.loss_cls": 0.5669671103358269, "decode.d5.loss_mask": 0.6701061189174652, "decode.d5.loss_dice": 1.0464617133140564, "decode.d6.loss_cls": 0.624019680917263, "decode.d6.loss_mask": 0.6608548402786255, "decode.d6.loss_dice": 1.0407094806432724, "decode.d7.loss_cls": 0.5975915007293224, "decode.d7.loss_mask": 0.661661259829998, "decode.d7.loss_dice": 1.0223634719848633, "decode.d8.loss_cls": 0.5823003306984902, "decode.d8.loss_mask": 0.6545667752623558, "decode.d8.loss_dice": 1.0461431980133056, "time": 0.587797737121582, "memory": 7225, "step": 99100}
{"lr": 4.18917962744427e-06, "data_time": 0.009691691398620606, "grad_norm": 91.06857986450196, "loss": 22.235710859298706, "decode.loss_cls": 0.5565740630030632, "decode.loss_mask": 0.6165752522647381, "decode.loss_dice": 0.8585836447775363, "decode.d0.loss_cls": 2.16691015958786, "decode.d0.loss_mask": 0.6576544366776943, "decode.d0.loss_dice": 0.9587962836027145, "decode.d1.loss_cls": 0.7130524694919587, "decode.d1.loss_mask": 0.6438661314547062, "decode.d1.loss_dice": 0.8714457750320435, "decode.d2.loss_cls": 0.6039818987250328, "decode.d2.loss_mask": 0.6067305587232112, "decode.d2.loss_dice": 0.8484372422099113, "decode.d3.loss_cls": 0.5855772137641907, "decode.d3.loss_mask": 0.6119814403355122, "decode.d3.loss_dice": 0.8223299831151962, "decode.d4.loss_cls": 0.5726890489459038, "decode.d4.loss_mask": 0.626340775936842, "decode.d4.loss_dice": 0.8604054629802704, "decode.d5.loss_cls": 0.5702210783958435, "decode.d5.loss_mask": 0.6194573871791362, "decode.d5.loss_dice": 0.8392137050628662, "decode.d6.loss_cls": 0.5477418318390846, "decode.d6.loss_mask": 0.6291132338345051, "decode.d6.loss_dice": 0.8574082776904106, "decode.d7.loss_cls": 0.5552870318293571, "decode.d7.loss_mask": 0.6147215478122234, "decode.d7.loss_dice": 0.8420210257172585, "decode.d8.loss_cls": 0.5261513769626618, "decode.d8.loss_mask": 0.6082905523478985, "decode.d8.loss_dice": 0.844152244925499, "time": 0.53852698802948, "memory": 7229, "step": 99150}
{"lr": 4.1860815036881355e-06, "data_time": 0.009217786788940429, "grad_norm": 83.07088775634766, "loss": 22.162175750732423, "decode.loss_cls": 0.5445491775870324, "decode.loss_mask": 0.5733883887529373, "decode.loss_dice": 0.8027560979127883, "decode.d0.loss_cls": 2.1053431391716004, "decode.d0.loss_mask": 0.6899048179388046, "decode.d0.loss_dice": 1.031146514415741, "decode.d1.loss_cls": 0.8758788615465164, "decode.d1.loss_mask": 0.5990918844938278, "decode.d1.loss_dice": 0.9084920048713684, "decode.d2.loss_cls": 0.6968817621469497, "decode.d2.loss_mask": 0.573784525692463, "decode.d2.loss_dice": 0.8506635397672653, "decode.d3.loss_cls": 0.5978483587503434, "decode.d3.loss_mask": 0.5933437675237656, "decode.d3.loss_dice": 0.8644333526492118, "decode.d4.loss_cls": 0.5668637529015541, "decode.d4.loss_mask": 0.6005981579422951, "decode.d4.loss_dice": 0.8752671107649803, "decode.d5.loss_cls": 0.5794930294156074, "decode.d5.loss_mask": 0.5937936574220657, "decode.d5.loss_dice": 0.8329060092568398, "decode.d6.loss_cls": 0.5465551540255547, "decode.d6.loss_mask": 0.581428050994873, "decode.d6.loss_dice": 0.8229603603482246, "decode.d7.loss_cls": 0.4917908817529678, "decode.d7.loss_mask": 0.5936616122722626, "decode.d7.loss_dice": 0.8582174092531204, "decode.d8.loss_cls": 0.5246972784399986, "decode.d8.loss_mask": 0.5733113750815392, "decode.d8.loss_dice": 0.8131247073411941, "time": 0.5339574337005615, "memory": 7195, "step": 99200}
{"lr": 4.182983125141584e-06, "data_time": 0.009825444221496582, "grad_norm": 105.31601409912109, "loss": 24.386183547973634, "decode.loss_cls": 0.45437895953655244, "decode.loss_mask": 0.7328818082809448, "decode.loss_dice": 0.9976414203643799, "decode.d0.loss_cls": 2.201388967037201, "decode.d0.loss_mask": 0.7420838892459869, "decode.d0.loss_dice": 1.140659084916115, "decode.d1.loss_cls": 0.735746756196022, "decode.d1.loss_mask": 0.7027565240859985, "decode.d1.loss_dice": 1.0602733135223388, "decode.d2.loss_cls": 0.5963511228561401, "decode.d2.loss_mask": 0.7101252973079681, "decode.d2.loss_dice": 1.0708094000816346, "decode.d3.loss_cls": 0.488620625436306, "decode.d3.loss_mask": 0.7457446172833443, "decode.d3.loss_dice": 1.0228448033332824, "decode.d4.loss_cls": 0.49144198894500735, "decode.d4.loss_mask": 0.6969224601984024, "decode.d4.loss_dice": 1.031026440858841, "decode.d5.loss_cls": 0.48803241848945617, "decode.d5.loss_mask": 0.745243726670742, "decode.d5.loss_dice": 1.0296510398387908, "decode.d6.loss_cls": 0.4545498251914978, "decode.d6.loss_mask": 0.6889842957258224, "decode.d6.loss_dice": 1.0128622949123383, "decode.d7.loss_cls": 0.4742423236370087, "decode.d7.loss_mask": 0.6866262838244438, "decode.d7.loss_dice": 1.0051869362592698, "decode.d8.loss_cls": 0.478847536444664, "decode.d8.loss_mask": 0.6975476771593094, "decode.d8.loss_dice": 1.002712497115135, "time": 0.5604497194290161, "memory": 7253, "step": 99250}
{"lr": 4.179884491573929e-06, "data_time": 0.009740138053894043, "grad_norm": 91.4752098083496, "loss": 24.871423625946044, "decode.loss_cls": 0.44702058583498, "decode.loss_mask": 0.7575117498636246, "decode.loss_dice": 1.0138178139925003, "decode.d0.loss_cls": 2.2094593405723573, "decode.d0.loss_mask": 0.7546724557876587, "decode.d0.loss_dice": 1.1635929748415947, "decode.d1.loss_cls": 0.719169582426548, "decode.d1.loss_mask": 0.7595060974359512, "decode.d1.loss_dice": 1.0878933563828468, "decode.d2.loss_cls": 0.677182899415493, "decode.d2.loss_mask": 0.7488651603460312, "decode.d2.loss_dice": 1.0542519584298133, "decode.d3.loss_cls": 0.5962007433176041, "decode.d3.loss_mask": 0.7342165619134903, "decode.d3.loss_dice": 0.9984826579689979, "decode.d4.loss_cls": 0.48404810577630997, "decode.d4.loss_mask": 0.7372540712356568, "decode.d4.loss_dice": 1.006130963563919, "decode.d5.loss_cls": 0.46915758922696116, "decode.d5.loss_mask": 0.7424384266138077, "decode.d5.loss_dice": 0.9954314187169075, "decode.d6.loss_cls": 0.48415335491299627, "decode.d6.loss_mask": 0.7522422760725022, "decode.d6.loss_dice": 0.9921696051955223, "decode.d7.loss_cls": 0.5021299697458744, "decode.d7.loss_mask": 0.7535495027899742, "decode.d7.loss_dice": 0.994248804450035, "decode.d8.loss_cls": 0.46859283074736596, "decode.d8.loss_mask": 0.7582610189914704, "decode.d8.loss_dice": 1.0097706750035287, "time": 0.5356534481048584, "memory": 7321, "step": 99300}
{"lr": 4.176785602754086e-06, "data_time": 0.009594368934631347, "grad_norm": 84.77510833740234, "loss": 21.36511573791504, "decode.loss_cls": 0.44632089138031006, "decode.loss_mask": 0.5306176692247391, "decode.loss_dice": 0.8671587944030762, "decode.d0.loss_cls": 2.4270517587661744, "decode.d0.loss_mask": 0.631230640411377, "decode.d0.loss_dice": 1.0489353597164155, "decode.d1.loss_cls": 0.6260117381811142, "decode.d1.loss_mask": 0.5843497455120087, "decode.d1.loss_dice": 0.9795052647590637, "decode.d2.loss_cls": 0.5520928785204887, "decode.d2.loss_mask": 0.5576076686382294, "decode.d2.loss_dice": 0.8921859204769135, "decode.d3.loss_cls": 0.4961028307676315, "decode.d3.loss_mask": 0.5352255642414093, "decode.d3.loss_dice": 0.894617885351181, "decode.d4.loss_cls": 0.4717798188328743, "decode.d4.loss_mask": 0.5358566761016845, "decode.d4.loss_dice": 0.8753368020057678, "decode.d5.loss_cls": 0.49660547226667406, "decode.d5.loss_mask": 0.5361637592315673, "decode.d5.loss_dice": 0.8782116651535035, "decode.d6.loss_cls": 0.43890437558293344, "decode.d6.loss_mask": 0.527308639883995, "decode.d6.loss_dice": 0.8537577211856842, "decode.d7.loss_cls": 0.46065095216035845, "decode.d7.loss_mask": 0.5282487601041794, "decode.d7.loss_dice": 0.8586347103118896, "decode.d8.loss_cls": 0.4443224295973778, "decode.d8.loss_mask": 0.5299916356801987, "decode.d8.loss_dice": 0.8603275537490844, "time": 0.5349491357803344, "memory": 7206, "step": 99350}
{"lr": 4.173686458450571e-06, "data_time": 0.00947268009185791, "grad_norm": 82.47376861572266, "loss": 19.906494426727296, "decode.loss_cls": 0.4973250503186136, "decode.loss_mask": 0.5350401163101196, "decode.loss_dice": 0.7522136718034744, "decode.d0.loss_cls": 1.9707785665988922, "decode.d0.loss_mask": 0.567213362455368, "decode.d0.loss_dice": 0.914213341474533, "decode.d1.loss_cls": 0.5920572593808174, "decode.d1.loss_mask": 0.5547204673290252, "decode.d1.loss_dice": 0.8172106593847275, "decode.d2.loss_cls": 0.559251026622951, "decode.d2.loss_mask": 0.5523999214172364, "decode.d2.loss_dice": 0.7697025924921036, "decode.d3.loss_cls": 0.5353734163567424, "decode.d3.loss_mask": 0.5489466935396194, "decode.d3.loss_dice": 0.7722390055656433, "decode.d4.loss_cls": 0.5151485825423151, "decode.d4.loss_mask": 0.5514005422592163, "decode.d4.loss_dice": 0.7636276215314866, "decode.d5.loss_cls": 0.5062001813668757, "decode.d5.loss_mask": 0.5579543590545655, "decode.d5.loss_dice": 0.7624003410339355, "decode.d6.loss_cls": 0.49563576905056833, "decode.d6.loss_mask": 0.5478297233581543, "decode.d6.loss_dice": 0.7444885820150375, "decode.d7.loss_cls": 0.463338077487424, "decode.d7.loss_mask": 0.5569488227367401, "decode.d7.loss_dice": 0.754173070192337, "decode.d8.loss_cls": 0.4748220290057361, "decode.d8.loss_mask": 0.5367242634296417, "decode.d8.loss_dice": 0.7371168255805969, "time": 0.5360923767089844, "memory": 7330, "step": 99400}
{"lr": 4.170587058431501e-06, "data_time": 0.00948958396911621, "grad_norm": 102.66922225952149, "loss": 28.07504596710205, "decode.loss_cls": 0.4582956150174141, "decode.loss_mask": 0.7686728060245513, "decode.loss_dice": 1.1875567078590392, "decode.d0.loss_cls": 2.5593090415000916, "decode.d0.loss_mask": 0.8687457501888275, "decode.d0.loss_dice": 1.5158341884613038, "decode.d1.loss_cls": 0.8336689889430999, "decode.d1.loss_mask": 0.81818987429142, "decode.d1.loss_dice": 1.3129068911075592, "decode.d2.loss_cls": 0.6538333296775818, "decode.d2.loss_mask": 0.7798388510942459, "decode.d2.loss_dice": 1.2535867512226104, "decode.d3.loss_cls": 0.6092396467924118, "decode.d3.loss_mask": 0.7861122041940689, "decode.d3.loss_dice": 1.24408278465271, "decode.d4.loss_cls": 0.5190860897302627, "decode.d4.loss_mask": 0.7778910398483276, "decode.d4.loss_dice": 1.212590181827545, "decode.d5.loss_cls": 0.552489560842514, "decode.d5.loss_mask": 0.7698089003562927, "decode.d5.loss_dice": 1.2233327269554137, "decode.d6.loss_cls": 0.5114296093583107, "decode.d6.loss_mask": 0.7797276258468628, "decode.d6.loss_dice": 1.1944160163402557, "decode.d7.loss_cls": 0.47232750058174133, "decode.d7.loss_mask": 0.7622541815042496, "decode.d7.loss_dice": 1.2002330005168915, "decode.d8.loss_cls": 0.4699503526091576, "decode.d8.loss_mask": 0.7724095076322556, "decode.d8.loss_dice": 1.2072261810302733, "time": 0.5359217166900635, "memory": 7274, "step": 99450}
{"lr": 4.167487402464588e-06, "data_time": 0.00988912582397461, "grad_norm": 97.885693359375, "loss": 24.46980962753296, "decode.loss_cls": 0.679783234000206, "decode.loss_mask": 0.6096146702766418, "decode.loss_dice": 0.860815492272377, "decode.d0.loss_cls": 2.4140982747077944, "decode.d0.loss_mask": 0.7307067513465881, "decode.d0.loss_dice": 1.0668825417757035, "decode.d1.loss_cls": 0.9411735102534294, "decode.d1.loss_mask": 0.6722582072019577, "decode.d1.loss_dice": 0.966462442278862, "decode.d2.loss_cls": 0.8128216743469239, "decode.d2.loss_mask": 0.6478485524654388, "decode.d2.loss_dice": 0.8787952631711959, "decode.d3.loss_cls": 0.8006576433777809, "decode.d3.loss_mask": 0.634258833527565, "decode.d3.loss_dice": 0.8586247354745865, "decode.d4.loss_cls": 0.7902022570371627, "decode.d4.loss_mask": 0.623972287774086, "decode.d4.loss_dice": 0.8404376700520515, "decode.d5.loss_cls": 0.7276231616735458, "decode.d5.loss_mask": 0.6091989427804947, "decode.d5.loss_dice": 0.8280863642692566, "decode.d6.loss_cls": 0.7124619290232659, "decode.d6.loss_mask": 0.599713733792305, "decode.d6.loss_dice": 0.8608834460377693, "decode.d7.loss_cls": 0.7095418348908424, "decode.d7.loss_mask": 0.6040495753288269, "decode.d7.loss_dice": 0.8391833275556564, "decode.d8.loss_cls": 0.6896239802241325, "decode.d8.loss_mask": 0.6097542479634285, "decode.d8.loss_dice": 0.8502754852175712, "time": 0.5645024299621582, "memory": 7214, "step": 99500}
{"lr": 4.164387490317141e-06, "data_time": 0.00988166332244873, "grad_norm": 91.56680908203126, "loss": 22.14168424606323, "decode.loss_cls": 0.5483274884521961, "decode.loss_mask": 0.5630348950624466, "decode.loss_dice": 0.8264120161533356, "decode.d0.loss_cls": 2.2090033888816833, "decode.d0.loss_mask": 0.6092381745576858, "decode.d0.loss_dice": 1.0214100003242492, "decode.d1.loss_cls": 0.767555870115757, "decode.d1.loss_mask": 0.6037394791841507, "decode.d1.loss_dice": 0.9352417826652527, "decode.d2.loss_cls": 0.7406953781843185, "decode.d2.loss_mask": 0.5726279318332672, "decode.d2.loss_dice": 0.8795655012130738, "decode.d3.loss_cls": 0.6244388826191425, "decode.d3.loss_mask": 0.5777970075607299, "decode.d3.loss_dice": 0.8618245869874954, "decode.d4.loss_cls": 0.5456161804497242, "decode.d4.loss_mask": 0.5755244821310044, "decode.d4.loss_dice": 0.838985025882721, "decode.d5.loss_cls": 0.5591109402477741, "decode.d5.loss_mask": 0.5724068224430084, "decode.d5.loss_dice": 0.8454111844301224, "decode.d6.loss_cls": 0.5710125386714935, "decode.d6.loss_mask": 0.5615761578083038, "decode.d6.loss_dice": 0.8237405747175217, "decode.d7.loss_cls": 0.5759388968348503, "decode.d7.loss_mask": 0.5635683864355088, "decode.d7.loss_dice": 0.8294663995504379, "decode.d8.loss_cls": 0.5442715123295784, "decode.d8.loss_mask": 0.5631426095962524, "decode.d8.loss_dice": 0.8310007601976395, "time": 0.5626060009002686, "memory": 7218, "step": 99550}
{"lr": 4.161287321756072e-06, "data_time": 0.00996553897857666, "grad_norm": 75.85624046325684, "loss": 21.270770359039307, "decode.loss_cls": 0.45057658553123475, "decode.loss_mask": 0.5723975919187069, "decode.loss_dice": 0.8694384902715683, "decode.d0.loss_cls": 1.9257871091365815, "decode.d0.loss_mask": 0.6261267632246017, "decode.d0.loss_dice": 1.0385137796401978, "decode.d1.loss_cls": 0.7233433224260807, "decode.d1.loss_mask": 0.6067049026489257, "decode.d1.loss_dice": 0.9703663617372513, "decode.d2.loss_cls": 0.4534905098378658, "decode.d2.loss_mask": 0.5907754838466645, "decode.d2.loss_dice": 0.9595228493213653, "decode.d3.loss_cls": 0.44020178690552714, "decode.d3.loss_mask": 0.5792769595980645, "decode.d3.loss_dice": 0.915899908542633, "decode.d4.loss_cls": 0.4227151222527027, "decode.d4.loss_mask": 0.5808189995586872, "decode.d4.loss_dice": 0.8897427648305893, "decode.d5.loss_cls": 0.4415421046316624, "decode.d5.loss_mask": 0.5785693645477294, "decode.d5.loss_dice": 0.8952889278531074, "decode.d6.loss_cls": 0.4140640340745449, "decode.d6.loss_mask": 0.5793436616659164, "decode.d6.loss_dice": 0.9086931675672532, "decode.d7.loss_cls": 0.41658569127321243, "decode.d7.loss_mask": 0.5794652901589871, "decode.d7.loss_dice": 0.8919684797525406, "decode.d8.loss_cls": 0.4703349031507969, "decode.d8.loss_mask": 0.5776447221636772, "decode.d8.loss_dice": 0.9015708535909652, "time": 0.5367851495742798, "memory": 7237, "step": 99600}
{"lr": 4.158186896547881e-06, "data_time": 0.009719753265380859, "grad_norm": 89.22446365356446, "loss": 22.361839389801027, "decode.loss_cls": 0.44464222267270087, "decode.loss_mask": 0.642156645655632, "decode.loss_dice": 0.9382290750741958, "decode.d0.loss_cls": 1.681991195678711, "decode.d0.loss_mask": 0.6905308663845062, "decode.d0.loss_dice": 1.0733424603939057, "decode.d1.loss_cls": 0.5221453234553337, "decode.d1.loss_mask": 0.69280626475811, "decode.d1.loss_dice": 1.059547132253647, "decode.d2.loss_cls": 0.5378799676895142, "decode.d2.loss_mask": 0.6793448686599731, "decode.d2.loss_dice": 0.9940437793731689, "decode.d3.loss_cls": 0.4948199726641178, "decode.d3.loss_mask": 0.6692249834537506, "decode.d3.loss_dice": 0.9628646969795227, "decode.d4.loss_cls": 0.488880880177021, "decode.d4.loss_mask": 0.6519405096769333, "decode.d4.loss_dice": 0.9290120363235473, "decode.d5.loss_cls": 0.49234853461384775, "decode.d5.loss_mask": 0.6484469503164292, "decode.d5.loss_dice": 0.9481067776679992, "decode.d6.loss_cls": 0.446242269128561, "decode.d6.loss_mask": 0.6496582180261612, "decode.d6.loss_dice": 0.9418396651744843, "decode.d7.loss_cls": 0.44519244134426117, "decode.d7.loss_mask": 0.6521300435066223, "decode.d7.loss_dice": 0.944758141040802, "decode.d8.loss_cls": 0.44810207933187485, "decode.d8.loss_mask": 0.651104000210762, "decode.d8.loss_dice": 0.9405076980590821, "time": 0.5599132537841797, "memory": 7262, "step": 99650}
{"lr": 4.15508621445866e-06, "data_time": 0.009829425811767578, "grad_norm": 94.18863525390626, "loss": 21.88388032913208, "decode.loss_cls": 0.4419633850455284, "decode.loss_mask": 0.6030915707349778, "decode.loss_dice": 0.879681071639061, "decode.d0.loss_cls": 2.2046093344688416, "decode.d0.loss_mask": 0.7225930392742157, "decode.d0.loss_dice": 1.0115756273269654, "decode.d1.loss_cls": 0.5746968910098076, "decode.d1.loss_mask": 0.630566093325615, "decode.d1.loss_dice": 0.9818530380725861, "decode.d2.loss_cls": 0.5289396449923516, "decode.d2.loss_mask": 0.6043819576501847, "decode.d2.loss_dice": 0.8828276515007019, "decode.d3.loss_cls": 0.5269059762358665, "decode.d3.loss_mask": 0.5915514200925827, "decode.d3.loss_dice": 0.9000651031732559, "decode.d4.loss_cls": 0.5029941983520985, "decode.d4.loss_mask": 0.6017831444740296, "decode.d4.loss_dice": 0.8894685328006744, "decode.d5.loss_cls": 0.499686074256897, "decode.d5.loss_mask": 0.5992674112319947, "decode.d5.loss_dice": 0.8764124691486359, "decode.d6.loss_cls": 0.48352381139993666, "decode.d6.loss_mask": 0.6052264660596848, "decode.d6.loss_dice": 0.8689429879188537, "decode.d7.loss_cls": 0.4396551989018917, "decode.d7.loss_mask": 0.6062007665634155, "decode.d7.loss_dice": 0.866630557179451, "decode.d8.loss_cls": 0.48710740357637405, "decode.d8.loss_mask": 0.6050403237342834, "decode.d8.loss_dice": 0.8666382938623428, "time": 0.5351349830627441, "memory": 7223, "step": 99700}
{"lr": 4.151985275254098e-06, "data_time": 0.009846258163452148, "grad_norm": 90.79887466430664, "loss": 24.411945152282716, "decode.loss_cls": 0.5561185803264379, "decode.loss_mask": 0.6937090218067169, "decode.loss_dice": 0.9604108780622482, "decode.d0.loss_cls": 2.2244256496429444, "decode.d0.loss_mask": 0.7911512792110443, "decode.d0.loss_dice": 1.0842284858226776, "decode.d1.loss_cls": 0.7071600779891014, "decode.d1.loss_mask": 0.7309811323881149, "decode.d1.loss_dice": 1.011966624855995, "decode.d2.loss_cls": 0.6479005575180053, "decode.d2.loss_mask": 0.7007418751716614, "decode.d2.loss_dice": 0.9686004668474197, "decode.d3.loss_cls": 0.6008225105702877, "decode.d3.loss_mask": 0.7013534039258957, "decode.d3.loss_dice": 0.9537192165851593, "decode.d4.loss_cls": 0.5688111297786236, "decode.d4.loss_mask": 0.6961722642183303, "decode.d4.loss_dice": 0.9646964281797409, "decode.d5.loss_cls": 0.568098733201623, "decode.d5.loss_mask": 0.7064810693264008, "decode.d5.loss_dice": 0.963842311501503, "decode.d6.loss_cls": 0.5548315607011318, "decode.d6.loss_mask": 0.7107533246278763, "decode.d6.loss_dice": 0.9547391325235367, "decode.d7.loss_cls": 0.5309817031025886, "decode.d7.loss_mask": 0.7059373915195465, "decode.d7.loss_dice": 0.936486104130745, "decode.d8.loss_cls": 0.5564732242375612, "decode.d8.loss_mask": 0.7064787238836289, "decode.d8.loss_dice": 0.9538738518953324, "time": 0.5340922355651856, "memory": 7178, "step": 99750}
{"lr": 4.1488840786994724e-06, "data_time": 0.010073375701904298, "grad_norm": 103.73873023986816, "loss": 21.032030200958253, "decode.loss_cls": 0.4765071839094162, "decode.loss_mask": 0.5785829305648804, "decode.loss_dice": 0.8359288811683655, "decode.d0.loss_cls": 1.8781392574310303, "decode.d0.loss_mask": 0.6673110097646713, "decode.d0.loss_dice": 1.0239644795656204, "decode.d1.loss_cls": 0.6598388135433197, "decode.d1.loss_mask": 0.60594162940979, "decode.d1.loss_dice": 0.928114601969719, "decode.d2.loss_cls": 0.515817753970623, "decode.d2.loss_mask": 0.611674103140831, "decode.d2.loss_dice": 0.8915591299533844, "decode.d3.loss_cls": 0.49547632336616515, "decode.d3.loss_mask": 0.5831162482500076, "decode.d3.loss_dice": 0.8443826854228973, "decode.d4.loss_cls": 0.5026702836155892, "decode.d4.loss_mask": 0.5730035930871964, "decode.d4.loss_dice": 0.8432178199291229, "decode.d5.loss_cls": 0.4340834945440292, "decode.d5.loss_mask": 0.5866787448525429, "decode.d5.loss_dice": 0.8479534476995468, "decode.d6.loss_cls": 0.46932882219552996, "decode.d6.loss_mask": 0.5816936150193215, "decode.d6.loss_dice": 0.8238669976592063, "decode.d7.loss_cls": 0.43612976372241974, "decode.d7.loss_mask": 0.6016594737768173, "decode.d7.loss_dice": 0.8523730263113976, "decode.d8.loss_cls": 0.4533010244369507, "decode.d8.loss_mask": 0.5908867448568345, "decode.d8.loss_dice": 0.8388286247849465, "time": 0.5351265907287598, "memory": 7245, "step": 99800}
{"lr": 4.145782624559654e-06, "data_time": 0.009903311729431152, "grad_norm": 91.55134201049805, "loss": 24.064142322540285, "decode.loss_cls": 0.5068557448685169, "decode.loss_mask": 0.6678940013051033, "decode.loss_dice": 0.9366831004619598, "decode.d0.loss_cls": 2.283424496650696, "decode.d0.loss_mask": 0.7279909580945969, "decode.d0.loss_dice": 1.1137323558330536, "decode.d1.loss_cls": 0.6527055382728577, "decode.d1.loss_mask": 0.7481423556804657, "decode.d1.loss_dice": 1.0268629640340805, "decode.d2.loss_cls": 0.5928586415946484, "decode.d2.loss_mask": 0.739975069463253, "decode.d2.loss_dice": 0.9822402924299241, "decode.d3.loss_cls": 0.5327880471944809, "decode.d3.loss_mask": 0.7371459439396858, "decode.d3.loss_dice": 0.9668755888938904, "decode.d4.loss_cls": 0.5687017016112804, "decode.d4.loss_mask": 0.6983125776052475, "decode.d4.loss_dice": 0.9365187406539917, "decode.d5.loss_cls": 0.5215836562216282, "decode.d5.loss_mask": 0.7019283339381218, "decode.d5.loss_dice": 0.9520825147628784, "decode.d6.loss_cls": 0.4907934345304966, "decode.d6.loss_mask": 0.7035419568419456, "decode.d6.loss_dice": 0.956428661942482, "decode.d7.loss_cls": 0.4738635778427124, "decode.d7.loss_mask": 0.7162742853164673, "decode.d7.loss_dice": 0.9565841078758239, "decode.d8.loss_cls": 0.5303233906626701, "decode.d8.loss_mask": 0.684171387553215, "decode.d8.loss_dice": 0.9568596303462982, "time": 0.5341867446899414, "memory": 7216, "step": 99850}
{"lr": 4.1426809125991025e-06, "data_time": 0.009825682640075684, "grad_norm": 92.66270751953125, "loss": 20.437067985534668, "decode.loss_cls": 0.5894981861114502, "decode.loss_mask": 0.49874931424856184, "decode.loss_dice": 0.7188559293746948, "decode.d0.loss_cls": 2.1550374388694764, "decode.d0.loss_mask": 0.5873796954751015, "decode.d0.loss_dice": 0.9124325037002563, "decode.d1.loss_cls": 0.7430421501398087, "decode.d1.loss_mask": 0.5610499277710914, "decode.d1.loss_dice": 0.8174469828605652, "decode.d2.loss_cls": 0.5626420184969902, "decode.d2.loss_mask": 0.5616078227758408, "decode.d2.loss_dice": 0.8148746162652969, "decode.d3.loss_cls": 0.6188167229294776, "decode.d3.loss_mask": 0.5211044251918793, "decode.d3.loss_dice": 0.7767543077468873, "decode.d4.loss_cls": 0.5297245934605599, "decode.d4.loss_mask": 0.5263267517089844, "decode.d4.loss_dice": 0.7816693812608719, "decode.d5.loss_cls": 0.5538502633571625, "decode.d5.loss_mask": 0.5131204396486282, "decode.d5.loss_dice": 0.7485746145248413, "decode.d6.loss_cls": 0.5546562999486924, "decode.d6.loss_mask": 0.49550467133522036, "decode.d6.loss_dice": 0.7174703687429428, "decode.d7.loss_cls": 0.5435318067669869, "decode.d7.loss_mask": 0.502650448679924, "decode.d7.loss_dice": 0.7312705367803574, "decode.d8.loss_cls": 0.6009046256542205, "decode.d8.loss_mask": 0.49220597594976423, "decode.d8.loss_dice": 0.706314891576767, "time": 0.5359555959701539, "memory": 7282, "step": 99900}
{"lr": 4.139578942581865e-06, "data_time": 0.010274100303649902, "grad_norm": 98.8050033569336, "loss": 23.25428957939148, "decode.loss_cls": 0.45288260653615, "decode.loss_mask": 0.6579423904418945, "decode.loss_dice": 0.8851292639970779, "decode.d0.loss_cls": 2.0810665607452394, "decode.d0.loss_mask": 0.7545029520988464, "decode.d0.loss_dice": 1.102811998128891, "decode.d1.loss_cls": 0.7186897166073323, "decode.d1.loss_mask": 0.7604175508022308, "decode.d1.loss_dice": 1.0482598274946213, "decode.d2.loss_cls": 0.6673766851425171, "decode.d2.loss_mask": 0.6854195713996887, "decode.d2.loss_dice": 0.9933621793985367, "decode.d3.loss_cls": 0.5951045133173466, "decode.d3.loss_mask": 0.6742172628641129, "decode.d3.loss_dice": 0.9164158970117569, "decode.d4.loss_cls": 0.5281283508986234, "decode.d4.loss_mask": 0.6673787206411361, "decode.d4.loss_dice": 0.9111391276121139, "decode.d5.loss_cls": 0.4760970763862133, "decode.d5.loss_mask": 0.6661715924739837, "decode.d5.loss_dice": 0.9171300753951073, "decode.d6.loss_cls": 0.48847058564424517, "decode.d6.loss_mask": 0.658895206451416, "decode.d6.loss_dice": 0.8925449684262275, "decode.d7.loss_cls": 0.4693134106695652, "decode.d7.loss_mask": 0.6550529778003693, "decode.d7.loss_dice": 0.8871419325470924, "decode.d8.loss_cls": 0.4885218936949968, "decode.d8.loss_mask": 0.6536157637834549, "decode.d8.loss_dice": 0.9010888367891312, "time": 0.5313419580459595, "memory": 7271, "step": 99950}
{"lr": 4.136476714271583e-06, "data_time": 0.009908223152160644, "grad_norm": 89.63357048034668, "loss": 28.604118442535402, "decode.loss_cls": 0.6387959167361259, "decode.loss_mask": 0.8260447740554809, "decode.loss_dice": 1.1439728140830994, "decode.d0.loss_cls": 2.1513771653175353, "decode.d0.loss_mask": 0.9432366520166398, "decode.d0.loss_dice": 1.3881463885307312, "decode.d1.loss_cls": 0.869393739104271, "decode.d1.loss_mask": 0.8705296367406845, "decode.d1.loss_dice": 1.2208276748657227, "decode.d2.loss_cls": 0.7486782819032669, "decode.d2.loss_mask": 0.8677208304405213, "decode.d2.loss_dice": 1.185977539420128, "decode.d3.loss_cls": 0.6705352991819382, "decode.d3.loss_mask": 0.844638666510582, "decode.d3.loss_dice": 1.1441578447818757, "decode.d4.loss_cls": 0.6690272115170955, "decode.d4.loss_mask": 0.8215484023094177, "decode.d4.loss_dice": 1.1297737419605256, "decode.d5.loss_cls": 0.6493081368505955, "decode.d5.loss_mask": 0.8297214776277542, "decode.d5.loss_dice": 1.1570882052183151, "decode.d6.loss_cls": 0.6499760136008262, "decode.d6.loss_mask": 0.8252694338560105, "decode.d6.loss_dice": 1.1352923542261124, "decode.d7.loss_cls": 0.6512491844594479, "decode.d7.loss_mask": 0.8366511344909668, "decode.d7.loss_dice": 1.1452884882688523, "decode.d8.loss_cls": 0.5893068097531795, "decode.d8.loss_mask": 0.8488758593797684, "decode.d8.loss_dice": 1.151708823442459, "time": 0.536888861656189, "memory": 7224, "step": 100000}
{"aAcc": 84.03, "mIoU": 52.53, "mAcc": 66.88, "data_time": 0.0019474380994697967, "time": 0.18399102374377005, "step": 100000}
{"lr": 4.133374227431469e-06, "data_time": 0.00988147258758545, "grad_norm": 91.66859741210938, "loss": 22.58335041999817, "decode.loss_cls": 0.46012764796614647, "decode.loss_mask": 0.5526853322982788, "decode.loss_dice": 0.9540515333414078, "decode.d0.loss_cls": 2.241505491733551, "decode.d0.loss_mask": 0.5669944807887077, "decode.d0.loss_dice": 1.1530999004840852, "decode.d1.loss_cls": 0.7055906772613525, "decode.d1.loss_mask": 0.5959575116634369, "decode.d1.loss_dice": 1.0301217764616013, "decode.d2.loss_cls": 0.6176777206361294, "decode.d2.loss_mask": 0.5740007057785987, "decode.d2.loss_dice": 1.00508973300457, "decode.d3.loss_cls": 0.5712098784744739, "decode.d3.loss_mask": 0.5649231880903244, "decode.d3.loss_dice": 0.9845854461193084, "decode.d4.loss_cls": 0.48924740999937055, "decode.d4.loss_mask": 0.5599732726812363, "decode.d4.loss_dice": 0.9864685714244843, "decode.d5.loss_cls": 0.46813542023301125, "decode.d5.loss_mask": 0.5518098011612892, "decode.d5.loss_dice": 0.9734150305390358, "decode.d6.loss_cls": 0.4574939161539078, "decode.d6.loss_mask": 0.5533332824707031, "decode.d6.loss_dice": 0.9714413493871689, "decode.d7.loss_cls": 0.43439611196517947, "decode.d7.loss_mask": 0.553279235959053, "decode.d7.loss_dice": 0.9829668521881103, "decode.d8.loss_cls": 0.4758999437093735, "decode.d8.loss_mask": 0.5655939981341362, "decode.d8.loss_dice": 0.9822761461138725, "time": 0.5947869062423706, "memory": 7236, "step": 100050}
{"lr": 4.130271481824327e-06, "data_time": 0.00996243953704834, "grad_norm": 85.74029312133788, "loss": 20.218061923980713, "decode.loss_cls": 0.3375989444553852, "decode.loss_mask": 0.5542317926883698, "decode.loss_dice": 0.8455782771110535, "decode.d0.loss_cls": 1.7682946920394897, "decode.d0.loss_mask": 0.6832752376794815, "decode.d0.loss_dice": 0.9966031104326248, "decode.d1.loss_cls": 0.6376825571060181, "decode.d1.loss_mask": 0.6134060978889465, "decode.d1.loss_dice": 0.9172334969043732, "decode.d2.loss_cls": 0.48337611481547355, "decode.d2.loss_mask": 0.6055359691381454, "decode.d2.loss_dice": 0.8829380720853806, "decode.d3.loss_cls": 0.39728600829839705, "decode.d3.loss_mask": 0.6014150232076645, "decode.d3.loss_dice": 0.883855813741684, "decode.d4.loss_cls": 0.4176163673400879, "decode.d4.loss_mask": 0.5758298188447952, "decode.d4.loss_dice": 0.8779435753822327, "decode.d5.loss_cls": 0.4003176674246788, "decode.d5.loss_mask": 0.5760256916284561, "decode.d5.loss_dice": 0.8552128314971924, "decode.d6.loss_cls": 0.3191459573805332, "decode.d6.loss_mask": 0.5687708228826522, "decode.d6.loss_dice": 0.8718842148780823, "decode.d7.loss_cls": 0.33386737331748007, "decode.d7.loss_mask": 0.5708239585161209, "decode.d7.loss_dice": 0.8782587021589279, "decode.d8.loss_cls": 0.33027932420372963, "decode.d8.loss_mask": 0.5626895785331726, "decode.d8.loss_dice": 0.8710847467184066, "time": 0.5351548433303833, "memory": 7224, "step": 100100}
{"lr": 4.127168477212557e-06, "data_time": 0.009465861320495605, "grad_norm": 80.96738929748535, "loss": 19.784110069274902, "decode.loss_cls": 0.5436528652906418, "decode.loss_mask": 0.5097294196486473, "decode.loss_dice": 0.7149855196475983, "decode.d0.loss_cls": 2.0635632991790773, "decode.d0.loss_mask": 0.5683014288544654, "decode.d0.loss_dice": 0.8936966896057129, "decode.d1.loss_cls": 0.6488202780485153, "decode.d1.loss_mask": 0.5478265374898911, "decode.d1.loss_dice": 0.7731856554746628, "decode.d2.loss_cls": 0.6163866080343723, "decode.d2.loss_mask": 0.5415099710226059, "decode.d2.loss_dice": 0.7779752284288406, "decode.d3.loss_cls": 0.5137657701969147, "decode.d3.loss_mask": 0.5261596232652664, "decode.d3.loss_dice": 0.7552913755178452, "decode.d4.loss_cls": 0.5029765509068966, "decode.d4.loss_mask": 0.5151464566588402, "decode.d4.loss_dice": 0.7371763080358505, "decode.d5.loss_cls": 0.5132997870445252, "decode.d5.loss_mask": 0.5143387630581856, "decode.d5.loss_dice": 0.7345993459224701, "decode.d6.loss_cls": 0.48697209879755976, "decode.d6.loss_mask": 0.5203274130821228, "decode.d6.loss_dice": 0.7558987617492676, "decode.d7.loss_cls": 0.4966579586267471, "decode.d7.loss_mask": 0.5158547267317772, "decode.d7.loss_dice": 0.7275668412446976, "decode.d8.loss_cls": 0.5250378482043743, "decode.d8.loss_mask": 0.5068541869521141, "decode.d8.loss_dice": 0.7365530550479888, "time": 0.5353470087051392, "memory": 7177, "step": 100150}
{"lr": 4.124065213358129e-06, "data_time": 0.009488153457641601, "grad_norm": 79.18989791870118, "loss": 19.46782922744751, "decode.loss_cls": 0.4101320467889309, "decode.loss_mask": 0.5256802141666412, "decode.loss_dice": 0.7991537183523179, "decode.d0.loss_cls": 1.8130844473838805, "decode.d0.loss_mask": 0.563327756524086, "decode.d0.loss_dice": 0.9286682799458503, "decode.d1.loss_cls": 0.6499799281358719, "decode.d1.loss_mask": 0.5371979057788849, "decode.d1.loss_dice": 0.8466765612363816, "decode.d2.loss_cls": 0.5124960817396641, "decode.d2.loss_mask": 0.5254968941211701, "decode.d2.loss_dice": 0.8178420573472976, "decode.d3.loss_cls": 0.4625118479132652, "decode.d3.loss_mask": 0.5272672966122627, "decode.d3.loss_dice": 0.7840135470032692, "decode.d4.loss_cls": 0.4352678082883358, "decode.d4.loss_mask": 0.534505021572113, "decode.d4.loss_dice": 0.7802108585834503, "decode.d5.loss_cls": 0.394867105782032, "decode.d5.loss_mask": 0.5587051212787628, "decode.d5.loss_dice": 0.8085986390709877, "decode.d6.loss_cls": 0.39040115028619765, "decode.d6.loss_mask": 0.5407027930021286, "decode.d6.loss_dice": 0.7966433972120285, "decode.d7.loss_cls": 0.40664754807949066, "decode.d7.loss_mask": 0.5532475173473358, "decode.d7.loss_dice": 0.7983879446983337, "decode.d8.loss_cls": 0.424765095859766, "decode.d8.loss_mask": 0.5309200465679169, "decode.d8.loss_dice": 0.8104297712445259, "time": 0.5338189601898193, "memory": 7279, "step": 100200}
{"lr": 4.120961690022602e-06, "data_time": 0.00957472324371338, "grad_norm": 91.29193725585938, "loss": 21.662268352508544, "decode.loss_cls": 0.42782053500413897, "decode.loss_mask": 0.6148706287145614, "decode.loss_dice": 0.8459981948137283, "decode.d0.loss_cls": 2.20714647769928, "decode.d0.loss_mask": 0.658650004863739, "decode.d0.loss_dice": 0.9384971767663955, "decode.d1.loss_cls": 0.6626520156860352, "decode.d1.loss_mask": 0.6412672668695449, "decode.d1.loss_dice": 0.9064648479223252, "decode.d2.loss_cls": 0.5579672873020172, "decode.d2.loss_mask": 0.6553870350122452, "decode.d2.loss_dice": 0.8772838175296783, "decode.d3.loss_cls": 0.5356652230024338, "decode.d3.loss_mask": 0.6344427347183228, "decode.d3.loss_dice": 0.8452916324138642, "decode.d4.loss_cls": 0.47810456454753875, "decode.d4.loss_mask": 0.6312689810991288, "decode.d4.loss_dice": 0.8519535452127457, "decode.d5.loss_cls": 0.4576565966010094, "decode.d5.loss_mask": 0.6158614456653595, "decode.d5.loss_dice": 0.8480107069015503, "decode.d6.loss_cls": 0.4729646101593971, "decode.d6.loss_mask": 0.6166453868150711, "decode.d6.loss_dice": 0.8681483268737793, "decode.d7.loss_cls": 0.42778039872646334, "decode.d7.loss_mask": 0.6188793301582336, "decode.d7.loss_dice": 0.874044480919838, "decode.d8.loss_cls": 0.41933177411556244, "decode.d8.loss_mask": 0.6138742983341217, "decode.d8.loss_dice": 0.8583396822214127, "time": 0.5654634714126587, "memory": 7195, "step": 100250}
{"lr": 4.117857906967108e-06, "data_time": 0.009458494186401368, "grad_norm": 96.42771263122559, "loss": 22.257327365875245, "decode.loss_cls": 0.4780913516879082, "decode.loss_mask": 0.6154312700033188, "decode.loss_dice": 0.9063165068626404, "decode.d0.loss_cls": 2.0481048226356506, "decode.d0.loss_mask": 0.6426369249820709, "decode.d0.loss_dice": 1.0403948903083802, "decode.d1.loss_cls": 0.7070143118500709, "decode.d1.loss_mask": 0.6110704451799392, "decode.d1.loss_dice": 0.9490775167942047, "decode.d2.loss_cls": 0.5405896112322808, "decode.d2.loss_mask": 0.6062749862670899, "decode.d2.loss_dice": 0.9417838513851166, "decode.d3.loss_cls": 0.5410519935190677, "decode.d3.loss_mask": 0.596710604429245, "decode.d3.loss_dice": 0.9065277636051178, "decode.d4.loss_cls": 0.5155156582593918, "decode.d4.loss_mask": 0.6090297400951385, "decode.d4.loss_dice": 0.8972094178199768, "decode.d5.loss_cls": 0.5160077899694443, "decode.d5.loss_mask": 0.6105561316013336, "decode.d5.loss_dice": 0.9098203241825104, "decode.d6.loss_cls": 0.48424883037805555, "decode.d6.loss_mask": 0.6109798789024353, "decode.d6.loss_dice": 0.9333398669958115, "decode.d7.loss_cls": 0.487460408359766, "decode.d7.loss_mask": 0.6152550190687179, "decode.d7.loss_dice": 0.921081468462944, "decode.d8.loss_cls": 0.47830879762768747, "decode.d8.loss_mask": 0.6134159088134765, "decode.d8.loss_dice": 0.9240204572677613, "time": 0.5367339611053467, "memory": 7212, "step": 100300}
{"lr": 4.114753863952369e-06, "data_time": 0.009424734115600585, "grad_norm": 96.07237396240234, "loss": 22.820251750946046, "decode.loss_cls": 0.4737012699246407, "decode.loss_mask": 0.5836569353938103, "decode.loss_dice": 0.9629485428333282, "decode.d0.loss_cls": 1.87733074426651, "decode.d0.loss_mask": 0.6859406411647797, "decode.d0.loss_dice": 1.1251973032951355, "decode.d1.loss_cls": 0.7131449669599533, "decode.d1.loss_mask": 0.6472008258104325, "decode.d1.loss_dice": 1.0622391283512116, "decode.d2.loss_cls": 0.6037555009126663, "decode.d2.loss_mask": 0.6222691848874092, "decode.d2.loss_dice": 0.9944094061851502, "decode.d3.loss_cls": 0.5757280632853508, "decode.d3.loss_mask": 0.6242196947336197, "decode.d3.loss_dice": 0.9913252651691437, "decode.d4.loss_cls": 0.4957649648189545, "decode.d4.loss_mask": 0.5965350583195687, "decode.d4.loss_dice": 0.9895667254924774, "decode.d5.loss_cls": 0.5145965531468392, "decode.d5.loss_mask": 0.5943924337625504, "decode.d5.loss_dice": 0.9497285187244415, "decode.d6.loss_cls": 0.5172400265932083, "decode.d6.loss_mask": 0.5905166327953338, "decode.d6.loss_dice": 0.9786198973655701, "decode.d7.loss_cls": 0.46842110902071, "decode.d7.loss_mask": 0.5887508317828178, "decode.d7.loss_dice": 0.9798644423484802, "decode.d8.loss_cls": 0.46688256710767745, "decode.d8.loss_mask": 0.5819438725709916, "decode.d8.loss_dice": 0.96436026096344, "time": 0.5908058881759644, "memory": 7220, "step": 100350}
{"lr": 4.111649560738681e-06, "data_time": 0.009367775917053223, "grad_norm": 93.09392776489258, "loss": 18.141338443756105, "decode.loss_cls": 0.36190362051129343, "decode.loss_mask": 0.5063963085412979, "decode.loss_dice": 0.7245166003704071, "decode.d0.loss_cls": 1.7577659726142882, "decode.d0.loss_mask": 0.5958103179931641, "decode.d0.loss_dice": 0.9512055099010468, "decode.d1.loss_cls": 0.4990552023053169, "decode.d1.loss_mask": 0.5243623003363609, "decode.d1.loss_dice": 0.7759446889162064, "decode.d2.loss_cls": 0.3999205470085144, "decode.d2.loss_mask": 0.526846182346344, "decode.d2.loss_dice": 0.7420538097620011, "decode.d3.loss_cls": 0.36184611916542053, "decode.d3.loss_mask": 0.5645596221089363, "decode.d3.loss_dice": 0.7659611582756043, "decode.d4.loss_cls": 0.38626007810235025, "decode.d4.loss_mask": 0.5423176497220993, "decode.d4.loss_dice": 0.7349767625331879, "decode.d5.loss_cls": 0.3981186062097549, "decode.d5.loss_mask": 0.5236776769161224, "decode.d5.loss_dice": 0.7303356111049653, "decode.d6.loss_cls": 0.38053662031888963, "decode.d6.loss_mask": 0.5154136687517166, "decode.d6.loss_dice": 0.7094031780958175, "decode.d7.loss_cls": 0.34481519386172294, "decode.d7.loss_mask": 0.5121974259614944, "decode.d7.loss_dice": 0.7260063230991364, "decode.d8.loss_cls": 0.3297649838030338, "decode.d8.loss_mask": 0.5141757950186729, "decode.d8.loss_dice": 0.7351904392242432, "time": 0.5375684976577759, "memory": 7187, "step": 100400}
{"lr": 4.108544997085912e-06, "data_time": 0.00923328399658203, "grad_norm": 90.72046661376953, "loss": 26.125347232818605, "decode.loss_cls": 0.4893711291253567, "decode.loss_mask": 0.7495362341403962, "decode.loss_dice": 1.0997137069702148, "decode.d0.loss_cls": 2.22682523727417, "decode.d0.loss_mask": 0.7843448281288147, "decode.d0.loss_dice": 1.252476191520691, "decode.d1.loss_cls": 0.6838735342025757, "decode.d1.loss_mask": 0.7593503057956695, "decode.d1.loss_dice": 1.1610535115003586, "decode.d2.loss_cls": 0.7157484114170074, "decode.d2.loss_mask": 0.7504362553358078, "decode.d2.loss_dice": 1.1225165665149688, "decode.d3.loss_cls": 0.6216403856873512, "decode.d3.loss_mask": 0.7461204946041107, "decode.d3.loss_dice": 1.0858674973249436, "decode.d4.loss_cls": 0.5504318475723267, "decode.d4.loss_mask": 0.7493456870317459, "decode.d4.loss_dice": 1.0947162866592408, "decode.d5.loss_cls": 0.5911633342504501, "decode.d5.loss_mask": 0.7397912442684174, "decode.d5.loss_dice": 1.1022895187139512, "decode.d6.loss_cls": 0.5408591382205487, "decode.d6.loss_mask": 0.7400867372751236, "decode.d6.loss_dice": 1.0718316644430161, "decode.d7.loss_cls": 0.5045045129954815, "decode.d7.loss_mask": 0.7450116455554963, "decode.d7.loss_dice": 1.0978468716144563, "decode.d8.loss_cls": 0.5149577930569649, "decode.d8.loss_mask": 0.7432711839675903, "decode.d8.loss_dice": 1.090364745259285, "time": 0.5373300075531006, "memory": 7296, "step": 100450}
{"lr": 4.1054401727535105e-06, "data_time": 0.009155344963073731, "grad_norm": 96.42594413757324, "loss": 19.350035619735717, "decode.loss_cls": 0.3467551838606596, "decode.loss_mask": 0.6352612569928169, "decode.loss_dice": 0.7593477159738541, "decode.d0.loss_cls": 1.7797111451625824, "decode.d0.loss_mask": 0.7023271679878235, "decode.d0.loss_dice": 0.8140203595161438, "decode.d1.loss_cls": 0.4893738150596619, "decode.d1.loss_mask": 0.6508097171783447, "decode.d1.loss_dice": 0.8048080265522003, "decode.d2.loss_cls": 0.4545223474502563, "decode.d2.loss_mask": 0.6334412544965744, "decode.d2.loss_dice": 0.7709968984127045, "decode.d3.loss_cls": 0.41275882050395013, "decode.d3.loss_mask": 0.6351496681571007, "decode.d3.loss_dice": 0.7537716180086136, "decode.d4.loss_cls": 0.4112817641347647, "decode.d4.loss_mask": 0.6410245016217232, "decode.d4.loss_dice": 0.7610550284385681, "decode.d5.loss_cls": 0.36814034208655355, "decode.d5.loss_mask": 0.6484510287642479, "decode.d5.loss_dice": 0.7519371747970581, "decode.d6.loss_cls": 0.32132456451654434, "decode.d6.loss_mask": 0.6287594854831695, "decode.d6.loss_dice": 0.75705806016922, "decode.d7.loss_cls": 0.33417482003569604, "decode.d7.loss_mask": 0.6147835582494736, "decode.d7.loss_dice": 0.7470498293638229, "decode.d8.loss_cls": 0.32141712829470637, "decode.d8.loss_mask": 0.6315881818532944, "decode.d8.loss_dice": 0.7689358741044998, "time": 0.5374014139175415, "memory": 7261, "step": 100500}
{"lr": 4.102335087500507e-06, "data_time": 0.00929272174835205, "grad_norm": 85.78603553771973, "loss": 23.704499816894533, "decode.loss_cls": 0.4843964844942093, "decode.loss_mask": 0.6578347355127334, "decode.loss_dice": 0.9328392535448075, "decode.d0.loss_cls": 2.176546573638916, "decode.d0.loss_mask": 0.7303037226200104, "decode.d0.loss_dice": 1.145745724439621, "decode.d1.loss_cls": 0.7220772296190262, "decode.d1.loss_mask": 0.6816294878721237, "decode.d1.loss_dice": 1.0382575154304505, "decode.d2.loss_cls": 0.6396951526403427, "decode.d2.loss_mask": 0.6928953140974045, "decode.d2.loss_dice": 0.9695039361715316, "decode.d3.loss_cls": 0.5944557413458824, "decode.d3.loss_mask": 0.6668566107749939, "decode.d3.loss_dice": 0.9508360147476196, "decode.d4.loss_cls": 0.5475478410720825, "decode.d4.loss_mask": 0.6655658692121506, "decode.d4.loss_dice": 0.9568582445383071, "decode.d5.loss_cls": 0.5286329984664917, "decode.d5.loss_mask": 0.6708920657634735, "decode.d5.loss_dice": 0.9513137519359589, "decode.d6.loss_cls": 0.4950358673930168, "decode.d6.loss_mask": 0.6701847374439239, "decode.d6.loss_dice": 0.936657726764679, "decode.d7.loss_cls": 0.49880200922489165, "decode.d7.loss_mask": 0.6641455322504044, "decode.d7.loss_dice": 0.9509731501340866, "decode.d8.loss_cls": 0.5113238424062729, "decode.d8.loss_mask": 0.6593868404626846, "decode.d8.loss_dice": 0.9133060485124588, "time": 0.5383737087249756, "memory": 7282, "step": 100550}
{"lr": 4.099229741085501e-06, "data_time": 0.009359598159790039, "grad_norm": 92.58936996459961, "loss": 23.848639917373657, "decode.loss_cls": 0.513602688163519, "decode.loss_mask": 0.6204851269721985, "decode.loss_dice": 0.9622215658426285, "decode.d0.loss_cls": 1.9854046940803527, "decode.d0.loss_mask": 0.7201583713293076, "decode.d0.loss_dice": 1.1789647430181502, "decode.d1.loss_cls": 0.7559243068099022, "decode.d1.loss_mask": 0.6457861423492431, "decode.d1.loss_dice": 1.0877463668584824, "decode.d2.loss_cls": 0.6075795862823725, "decode.d2.loss_mask": 0.6339345097541809, "decode.d2.loss_dice": 1.0372107952833176, "decode.d3.loss_cls": 0.6398857224732637, "decode.d3.loss_mask": 0.6307568073272705, "decode.d3.loss_dice": 1.034754779934883, "decode.d4.loss_cls": 0.5579023446887732, "decode.d4.loss_mask": 0.6258441656827927, "decode.d4.loss_dice": 1.0102105051279069, "decode.d5.loss_cls": 0.5605413518846035, "decode.d5.loss_mask": 0.6234637677669526, "decode.d5.loss_dice": 1.0168277010321618, "decode.d6.loss_cls": 0.498972924053669, "decode.d6.loss_mask": 0.6292634665966034, "decode.d6.loss_dice": 1.0003052785992623, "decode.d7.loss_cls": 0.520885456353426, "decode.d7.loss_mask": 0.6219921290874482, "decode.d7.loss_dice": 0.9938987761735916, "decode.d8.loss_cls": 0.5169240090996027, "decode.d8.loss_mask": 0.621385446190834, "decode.d8.loss_dice": 0.9958060115575791, "time": 0.5895320415496826, "memory": 7252, "step": 100600}
{"lr": 4.096124133266664e-06, "data_time": 0.009543657302856445, "grad_norm": 85.51363830566406, "loss": 20.771562480926512, "decode.loss_cls": 0.4484883934259415, "decode.loss_mask": 0.5826022133231163, "decode.loss_dice": 0.7878602325916291, "decode.d0.loss_cls": 2.2453369140625, "decode.d0.loss_mask": 0.6812685206532478, "decode.d0.loss_dice": 0.9446264743804932, "decode.d1.loss_cls": 0.6319769784808159, "decode.d1.loss_mask": 0.5902885094285011, "decode.d1.loss_dice": 0.8414128720760345, "decode.d2.loss_cls": 0.5569677829742432, "decode.d2.loss_mask": 0.5885337859392166, "decode.d2.loss_dice": 0.8315031111240387, "decode.d3.loss_cls": 0.4928939864039421, "decode.d3.loss_mask": 0.593918026983738, "decode.d3.loss_dice": 0.8044352144002914, "decode.d4.loss_cls": 0.41245098412036896, "decode.d4.loss_mask": 0.5949065119028092, "decode.d4.loss_dice": 0.8069479495286942, "decode.d5.loss_cls": 0.4672503873705864, "decode.d5.loss_mask": 0.5976241007447243, "decode.d5.loss_dice": 0.815858805179596, "decode.d6.loss_cls": 0.4737295225262642, "decode.d6.loss_mask": 0.5855153605341912, "decode.d6.loss_dice": 0.7786618024110794, "decode.d7.loss_cls": 0.4537485405802727, "decode.d7.loss_mask": 0.582089863717556, "decode.d7.loss_dice": 0.7913895905017853, "decode.d8.loss_cls": 0.41317297965288163, "decode.d8.loss_mask": 0.5931710377335548, "decode.d8.loss_dice": 0.7829316586256028, "time": 0.531477403640747, "memory": 7147, "step": 100650}
{"lr": 4.093018263801744e-06, "data_time": 0.009218430519104004, "grad_norm": 98.8781639099121, "loss": 27.214172458648683, "decode.loss_cls": 0.6848659545183182, "decode.loss_mask": 0.7476231142878532, "decode.loss_dice": 1.005253228545189, "decode.d0.loss_cls": 2.2769070982933046, "decode.d0.loss_mask": 0.8156238451600075, "decode.d0.loss_dice": 1.2444339409470557, "decode.d1.loss_cls": 0.8625574886798859, "decode.d1.loss_mask": 0.8005214810371399, "decode.d1.loss_dice": 1.123055836558342, "decode.d2.loss_cls": 0.8081629872322083, "decode.d2.loss_mask": 0.7639651417732238, "decode.d2.loss_dice": 1.1159747630357741, "decode.d3.loss_cls": 0.7489698186516762, "decode.d3.loss_mask": 0.7786550462245941, "decode.d3.loss_dice": 1.05360666513443, "decode.d4.loss_cls": 0.6836363233625888, "decode.d4.loss_mask": 0.7540033385157585, "decode.d4.loss_dice": 1.055654764175415, "decode.d5.loss_cls": 0.7063779287040234, "decode.d5.loss_mask": 0.7682538658380509, "decode.d5.loss_dice": 1.0419589430093765, "decode.d6.loss_cls": 0.7112621806561947, "decode.d6.loss_mask": 0.7608622729778289, "decode.d6.loss_dice": 1.0217533320188523, "decode.d7.loss_cls": 0.654262401163578, "decode.d7.loss_mask": 0.7860240712761879, "decode.d7.loss_dice": 1.0149136692285539, "decode.d8.loss_cls": 0.6486635804176331, "decode.d8.loss_mask": 0.7560319095849991, "decode.d8.loss_dice": 1.0203364118933678, "time": 0.5336259126663208, "memory": 7169, "step": 100700}
{"lr": 4.089912132448055e-06, "data_time": 0.009128928184509277, "grad_norm": 81.48343963623047, "loss": 21.768269729614257, "decode.loss_cls": 0.5726387888193131, "decode.loss_mask": 0.5210611552000046, "decode.loss_dice": 0.8241044819355011, "decode.d0.loss_cls": 2.092581629753113, "decode.d0.loss_mask": 0.6138491928577423, "decode.d0.loss_dice": 1.1069034084677696, "decode.d1.loss_cls": 0.8094648271799088, "decode.d1.loss_mask": 0.5551403820514679, "decode.d1.loss_dice": 0.9351202204823494, "decode.d2.loss_cls": 0.6581786461174488, "decode.d2.loss_mask": 0.5440201014280319, "decode.d2.loss_dice": 0.8721933752298355, "decode.d3.loss_cls": 0.6668584022670985, "decode.d3.loss_mask": 0.5251599818468093, "decode.d3.loss_dice": 0.8773671671748161, "decode.d4.loss_cls": 0.5978628311306238, "decode.d4.loss_mask": 0.5460033118724823, "decode.d4.loss_dice": 0.842171023786068, "decode.d5.loss_cls": 0.5253990177065134, "decode.d5.loss_mask": 0.537521767616272, "decode.d5.loss_dice": 0.8688969999551773, "decode.d6.loss_cls": 0.5440360728651286, "decode.d6.loss_mask": 0.5324936479330062, "decode.d6.loss_dice": 0.8376131191849708, "decode.d7.loss_cls": 0.5356921024620533, "decode.d7.loss_mask": 0.5133230954408645, "decode.d7.loss_dice": 0.8256377458572388, "decode.d8.loss_cls": 0.540713780745864, "decode.d8.loss_mask": 0.5169685840606689, "decode.d8.loss_dice": 0.8292943313717842, "time": 0.5338205575942994, "memory": 7195, "step": 100750}
{"lr": 4.086805738962484e-06, "data_time": 0.009607243537902831, "grad_norm": 94.50470886230468, "loss": 18.487609910964967, "decode.loss_cls": 0.39037080109119415, "decode.loss_mask": 0.5583345979452133, "decode.loss_dice": 0.7092050775885582, "decode.d0.loss_cls": 1.8806256771087646, "decode.d0.loss_mask": 0.6008248269557953, "decode.d0.loss_dice": 0.8490193337202072, "decode.d1.loss_cls": 0.5814760837703943, "decode.d1.loss_mask": 0.5625968545675277, "decode.d1.loss_dice": 0.7468625262379647, "decode.d2.loss_cls": 0.48887294009327886, "decode.d2.loss_mask": 0.5440779209136963, "decode.d2.loss_dice": 0.7347327247262001, "decode.d3.loss_cls": 0.41734215375036, "decode.d3.loss_mask": 0.5378429740667343, "decode.d3.loss_dice": 0.7147245973348617, "decode.d4.loss_cls": 0.3875102814286947, "decode.d4.loss_mask": 0.5440654665231704, "decode.d4.loss_dice": 0.700995996594429, "decode.d5.loss_cls": 0.41842203848063947, "decode.d5.loss_mask": 0.5495834708213806, "decode.d5.loss_dice": 0.6937642872333527, "decode.d6.loss_cls": 0.3814769294112921, "decode.d6.loss_mask": 0.5471676141023636, "decode.d6.loss_dice": 0.6932058662176133, "decode.d7.loss_cls": 0.3905180744826794, "decode.d7.loss_mask": 0.547675558924675, "decode.d7.loss_dice": 0.6846228301525116, "decode.d8.loss_cls": 0.37357363775372504, "decode.d8.loss_mask": 0.5614639043807983, "decode.d8.loss_dice": 0.6966546386480331, "time": 0.5622066259384155, "memory": 7248, "step": 100800}
{"lr": 4.083699083101489e-06, "data_time": 0.009568738937377929, "grad_norm": 88.5865493774414, "loss": 22.012251567840575, "decode.loss_cls": 0.4976018875837326, "decode.loss_mask": 0.5610856682062149, "decode.loss_dice": 0.8918640404939652, "decode.d0.loss_cls": 2.2321812868118287, "decode.d0.loss_mask": 0.6551599413156509, "decode.d0.loss_dice": 1.0186665922403335, "decode.d1.loss_cls": 0.6584503948688507, "decode.d1.loss_mask": 0.5995265305042267, "decode.d1.loss_dice": 0.9607570558786392, "decode.d2.loss_cls": 0.5600149750709533, "decode.d2.loss_mask": 0.5678521782159806, "decode.d2.loss_dice": 0.9374272465705872, "decode.d3.loss_cls": 0.5729940682649612, "decode.d3.loss_mask": 0.563693967461586, "decode.d3.loss_dice": 0.9046374768018722, "decode.d4.loss_cls": 0.5779811620712281, "decode.d4.loss_mask": 0.5667524218559266, "decode.d4.loss_dice": 0.8927604794502259, "decode.d5.loss_cls": 0.5422967046499252, "decode.d5.loss_mask": 0.5572509527206421, "decode.d5.loss_dice": 0.8705795735120774, "decode.d6.loss_cls": 0.510739129781723, "decode.d6.loss_mask": 0.558997642993927, "decode.d6.loss_dice": 0.8902374178171157, "decode.d7.loss_cls": 0.4646100282669067, "decode.d7.loss_mask": 0.5624232321977616, "decode.d7.loss_dice": 0.897478261590004, "decode.d8.loss_cls": 0.47986939251422883, "decode.d8.loss_mask": 0.5648153305053711, "decode.d8.loss_dice": 0.8935477197170257, "time": 0.535050916671753, "memory": 7214, "step": 100850}
{"lr": 4.080592164621089e-06, "data_time": 0.009499621391296387, "grad_norm": 80.81243858337402, "loss": 26.834695196151735, "decode.loss_cls": 0.6711614586412906, "decode.loss_mask": 0.5507368102669716, "decode.loss_dice": 1.2258741453289985, "decode.d0.loss_cls": 2.2971874594688417, "decode.d0.loss_mask": 0.6490040689706802, "decode.d0.loss_dice": 1.4235207095742226, "decode.d1.loss_cls": 0.9629470117390155, "decode.d1.loss_mask": 0.6001934811472893, "decode.d1.loss_dice": 1.3314644873142243, "decode.d2.loss_cls": 0.7442363582551479, "decode.d2.loss_mask": 0.5652889758348465, "decode.d2.loss_dice": 1.2683482319116592, "decode.d3.loss_cls": 0.7273470796644688, "decode.d3.loss_mask": 0.5393591165542603, "decode.d3.loss_dice": 1.2134604960680009, "decode.d4.loss_cls": 0.6770820811390876, "decode.d4.loss_mask": 0.5582543984055519, "decode.d4.loss_dice": 1.200642427802086, "decode.d5.loss_cls": 0.6562201701104641, "decode.d5.loss_mask": 0.564375314116478, "decode.d5.loss_dice": 1.2452148124575615, "decode.d6.loss_cls": 0.6523089028894902, "decode.d6.loss_mask": 0.5678438082337379, "decode.d6.loss_dice": 1.216138419508934, "decode.d7.loss_cls": 0.5984931759536266, "decode.d7.loss_mask": 0.5531265363097191, "decode.d7.loss_dice": 1.2098983511328698, "decode.d8.loss_cls": 0.5925758130848408, "decode.d8.loss_mask": 0.5614601463079453, "decode.d8.loss_dice": 1.210930547118187, "time": 0.5353317022323608, "memory": 7293, "step": 100900}
{"lr": 4.077484983276871e-06, "data_time": 0.009514975547790527, "grad_norm": 85.77495231628419, "loss": 21.86127233505249, "decode.loss_cls": 0.38890794292092323, "decode.loss_mask": 0.6798529863357544, "decode.loss_dice": 0.8833464905619621, "decode.d0.loss_cls": 2.0423221588134766, "decode.d0.loss_mask": 0.7518654763698578, "decode.d0.loss_dice": 0.9970711827278137, "decode.d1.loss_cls": 0.5610682055354118, "decode.d1.loss_mask": 0.6909041926264763, "decode.d1.loss_dice": 0.9316609010100365, "decode.d2.loss_cls": 0.4513487987220287, "decode.d2.loss_mask": 0.7028801739215851, "decode.d2.loss_dice": 0.9411707326769829, "decode.d3.loss_cls": 0.4655712805688381, "decode.d3.loss_mask": 0.6929670035839081, "decode.d3.loss_dice": 0.8857873126864433, "decode.d4.loss_cls": 0.40211900845170023, "decode.d4.loss_mask": 0.702512937784195, "decode.d4.loss_dice": 0.8958401665091514, "decode.d5.loss_cls": 0.36868139132857325, "decode.d5.loss_mask": 0.6966635778546333, "decode.d5.loss_dice": 0.9068773195147515, "decode.d6.loss_cls": 0.3523152403533459, "decode.d6.loss_mask": 0.6931336522102356, "decode.d6.loss_dice": 0.9067469730973243, "decode.d7.loss_cls": 0.3724577359855175, "decode.d7.loss_mask": 0.6821595013141633, "decode.d7.loss_dice": 0.8858550027012825, "decode.d8.loss_cls": 0.3412395127117634, "decode.d8.loss_mask": 0.6873143881559372, "decode.d8.loss_dice": 0.9006312623620033, "time": 0.5361249923706055, "memory": 7285, "step": 100950}
{"lr": 4.074377538823993e-06, "data_time": 0.009439849853515625, "grad_norm": 82.6228256225586, "loss": 20.758772373199463, "decode.loss_cls": 0.38489400297403337, "decode.loss_mask": 0.6389564752578736, "decode.loss_dice": 0.822032842040062, "decode.d0.loss_cls": 1.969896948337555, "decode.d0.loss_mask": 0.6616935044527054, "decode.d0.loss_dice": 0.9362477630376815, "decode.d1.loss_cls": 0.5326018065214158, "decode.d1.loss_mask": 0.6275281637907029, "decode.d1.loss_dice": 0.8587566971778869, "decode.d2.loss_cls": 0.5036888085305691, "decode.d2.loss_mask": 0.6392748862504959, "decode.d2.loss_dice": 0.8622304320335388, "decode.d3.loss_cls": 0.4851030968129635, "decode.d3.loss_mask": 0.6339651942253113, "decode.d3.loss_dice": 0.8463823705911636, "decode.d4.loss_cls": 0.3875309072434902, "decode.d4.loss_mask": 0.6439592123031617, "decode.d4.loss_dice": 0.8713987380266189, "decode.d5.loss_cls": 0.4273808665573597, "decode.d5.loss_mask": 0.6408022761344909, "decode.d5.loss_dice": 0.8349076509475708, "decode.d6.loss_cls": 0.3728611048310995, "decode.d6.loss_mask": 0.6355259120464325, "decode.d6.loss_dice": 0.8324672877788544, "decode.d7.loss_cls": 0.39380731992423534, "decode.d7.loss_mask": 0.6365457832813263, "decode.d7.loss_dice": 0.8169484257698059, "decode.d8.loss_cls": 0.39005367644131184, "decode.d8.loss_mask": 0.6433562815189362, "decode.d8.loss_dice": 0.8279745429754257, "time": 0.5353201389312744, "memory": 7243, "step": 101000}
{"lr": 4.071269831017171e-06, "data_time": 0.009502983093261719, "grad_norm": 90.29853668212891, "loss": 22.847429943084716, "decode.loss_cls": 0.5460364997386933, "decode.loss_mask": 0.6080927729606629, "decode.loss_dice": 0.8519025176763535, "decode.d0.loss_cls": 2.0734949111938477, "decode.d0.loss_mask": 0.7197042346000672, "decode.d0.loss_dice": 1.060089933872223, "decode.d1.loss_cls": 0.7652855053544044, "decode.d1.loss_mask": 0.6756739318370819, "decode.d1.loss_dice": 0.9811375051736831, "decode.d2.loss_cls": 0.662635350599885, "decode.d2.loss_mask": 0.6409660816192627, "decode.d2.loss_dice": 0.9317800819873809, "decode.d3.loss_cls": 0.5674585085362196, "decode.d3.loss_mask": 0.6224925249814988, "decode.d3.loss_dice": 0.8949781894683838, "decode.d4.loss_cls": 0.6093199539929628, "decode.d4.loss_mask": 0.6242063581943512, "decode.d4.loss_dice": 0.9095766365528106, "decode.d5.loss_cls": 0.5750307776033878, "decode.d5.loss_mask": 0.6058436840772629, "decode.d5.loss_dice": 0.8595172375440597, "decode.d6.loss_cls": 0.5724459692835808, "decode.d6.loss_mask": 0.5969901710748673, "decode.d6.loss_dice": 0.8241873651742935, "decode.d7.loss_cls": 0.6029179820790886, "decode.d7.loss_mask": 0.6019689977169037, "decode.d7.loss_dice": 0.8786305665969849, "decode.d8.loss_cls": 0.5674720698967576, "decode.d8.loss_mask": 0.5852446973323822, "decode.d8.loss_dice": 0.8323502629995346, "time": 0.5645777702331543, "memory": 7220, "step": 101050}
{"lr": 4.068161859610688e-06, "data_time": 0.009351468086242676, "grad_norm": 95.41974067687988, "loss": 25.797692394256593, "decode.loss_cls": 0.6892595496959985, "decode.loss_mask": 0.6319065779447556, "decode.loss_dice": 0.975330650806427, "decode.d0.loss_cls": 2.1368991255760195, "decode.d0.loss_mask": 0.7999976277351379, "decode.d0.loss_dice": 1.2784213155508042, "decode.d1.loss_cls": 0.7873764015734196, "decode.d1.loss_mask": 0.7001185074448586, "decode.d1.loss_dice": 1.1295389920473098, "decode.d2.loss_cls": 0.7986032834276557, "decode.d2.loss_mask": 0.6757285565137863, "decode.d2.loss_dice": 1.0784742474555968, "decode.d3.loss_cls": 0.7122152121737599, "decode.d3.loss_mask": 0.661760675907135, "decode.d3.loss_dice": 1.0140951856970788, "decode.d4.loss_cls": 0.7444863844662905, "decode.d4.loss_mask": 0.6501883283257485, "decode.d4.loss_dice": 1.0021771356463431, "decode.d5.loss_cls": 0.7210434885695577, "decode.d5.loss_mask": 0.650534950196743, "decode.d5.loss_dice": 1.0180376678705216, "decode.d6.loss_cls": 0.6949593024328351, "decode.d6.loss_mask": 0.64008277207613, "decode.d6.loss_dice": 1.0027831003069878, "decode.d7.loss_cls": 0.6717140526510775, "decode.d7.loss_mask": 0.6381236225366592, "decode.d7.loss_dice": 0.9998405322432518, "decode.d8.loss_cls": 0.6504260264337063, "decode.d8.loss_mask": 0.6355679765343666, "decode.d8.loss_dice": 1.008000299334526, "time": 0.5331856966018677, "memory": 7209, "step": 101100}
{"lr": 4.065053624358388e-06, "data_time": 0.009225821495056153, "grad_norm": 96.7569679260254, "loss": 26.629487419128417, "decode.loss_cls": 0.4421900436282158, "decode.loss_mask": 0.8322855919599533, "decode.loss_dice": 1.1744438409805298, "decode.d0.loss_cls": 2.0838669419288633, "decode.d0.loss_mask": 0.8458144009113312, "decode.d0.loss_dice": 1.3234533488750457, "decode.d1.loss_cls": 0.6913528263568878, "decode.d1.loss_mask": 0.8276334196329117, "decode.d1.loss_dice": 1.2286407709121705, "decode.d2.loss_cls": 0.5638476073741913, "decode.d2.loss_mask": 0.8278432041406631, "decode.d2.loss_dice": 1.1935378015041351, "decode.d3.loss_cls": 0.4544291466474533, "decode.d3.loss_mask": 0.8168877214193344, "decode.d3.loss_dice": 1.164855992794037, "decode.d4.loss_cls": 0.4506168201565742, "decode.d4.loss_mask": 0.8124133169651031, "decode.d4.loss_dice": 1.1745278418064118, "decode.d5.loss_cls": 0.4751074776053429, "decode.d5.loss_mask": 0.8077149093151093, "decode.d5.loss_dice": 1.166958898305893, "decode.d6.loss_cls": 0.42767613530159, "decode.d6.loss_mask": 0.8308443307876587, "decode.d6.loss_dice": 1.1535619080066681, "decode.d7.loss_cls": 0.4202636629343033, "decode.d7.loss_mask": 0.8236242294311523, "decode.d7.loss_dice": 1.1602387964725493, "decode.d8.loss_cls": 0.44819925129413607, "decode.d8.loss_mask": 0.836086905002594, "decode.d8.loss_dice": 1.170570296049118, "time": 0.5627880573272706, "memory": 7227, "step": 101150}
{"lr": 4.061945125013677e-06, "data_time": 0.009625697135925293, "grad_norm": 87.47028427124023, "loss": 24.160787296295165, "decode.loss_cls": 0.3905856508761644, "decode.loss_mask": 0.6721150547266006, "decode.loss_dice": 1.0243374407291412, "decode.d0.loss_cls": 2.3880648851394652, "decode.d0.loss_mask": 0.7548554092645645, "decode.d0.loss_dice": 1.1728273451328277, "decode.d1.loss_cls": 0.583774033933878, "decode.d1.loss_mask": 0.7172594904899597, "decode.d1.loss_dice": 1.1610604375600815, "decode.d2.loss_cls": 0.5492988646030426, "decode.d2.loss_mask": 0.7028460562229156, "decode.d2.loss_dice": 1.0887567341327666, "decode.d3.loss_cls": 0.46687821969389914, "decode.d3.loss_mask": 0.7034806400537491, "decode.d3.loss_dice": 1.0913515627384185, "decode.d4.loss_cls": 0.43448284901678563, "decode.d4.loss_mask": 0.6987789690494537, "decode.d4.loss_dice": 1.0657403349876404, "decode.d5.loss_cls": 0.3925704937428236, "decode.d5.loss_mask": 0.6862954884767533, "decode.d5.loss_dice": 1.0424767166376114, "decode.d6.loss_cls": 0.42155058197677137, "decode.d6.loss_mask": 0.6822671115398407, "decode.d6.loss_dice": 1.0485350489616394, "decode.d7.loss_cls": 0.3762954279780388, "decode.d7.loss_mask": 0.6781247884035111, "decode.d7.loss_dice": 1.0496590971946715, "decode.d8.loss_cls": 0.3980213847011328, "decode.d8.loss_mask": 0.6744417667388916, "decode.d8.loss_dice": 1.0440542995929718, "time": 0.5636417865753174, "memory": 7254, "step": 101200}
{"lr": 4.058836361329518e-06, "data_time": 0.009437847137451171, "grad_norm": 76.0831974029541, "loss": 24.278403663635252, "decode.loss_cls": 0.3949905589222908, "decode.loss_mask": 0.7287873148918151, "decode.loss_dice": 1.0365508034825326, "decode.d0.loss_cls": 2.127501314878464, "decode.d0.loss_mask": 0.8423281073570251, "decode.d0.loss_dice": 1.188686516880989, "decode.d1.loss_cls": 0.5563839070498944, "decode.d1.loss_mask": 0.7901255935430527, "decode.d1.loss_dice": 1.0795873180031776, "decode.d2.loss_cls": 0.5304776418954134, "decode.d2.loss_mask": 0.7638097763061523, "decode.d2.loss_dice": 1.0446393325924874, "decode.d3.loss_cls": 0.5083091992884874, "decode.d3.loss_mask": 0.7436260372400284, "decode.d3.loss_dice": 1.0409996762871743, "decode.d4.loss_cls": 0.46504457369446756, "decode.d4.loss_mask": 0.7412438124418259, "decode.d4.loss_dice": 1.0171028301119804, "decode.d5.loss_cls": 0.43256644792854787, "decode.d5.loss_mask": 0.726583468914032, "decode.d5.loss_dice": 1.0237182527780533, "decode.d6.loss_cls": 0.430868785828352, "decode.d6.loss_mask": 0.7185623615980148, "decode.d6.loss_dice": 1.0038635462522507, "decode.d7.loss_cls": 0.4181787870824337, "decode.d7.loss_mask": 0.7228742957115173, "decode.d7.loss_dice": 1.0310623407363892, "decode.d8.loss_cls": 0.3843541692942381, "decode.d8.loss_mask": 0.7283178210258484, "decode.d8.loss_dice": 1.0572594553232193, "time": 0.5355030059814453, "memory": 7274, "step": 101250}
{"lr": 4.0557273330584325e-06, "data_time": 0.009447598457336425, "grad_norm": 89.09617614746094, "loss": 25.8581955909729, "decode.loss_cls": 0.527273453772068, "decode.loss_mask": 0.58494074344635, "decode.loss_dice": 1.1840808540582657, "decode.d0.loss_cls": 2.1697181224823, "decode.d0.loss_mask": 0.6465205550193787, "decode.d0.loss_dice": 1.4037781238555909, "decode.d1.loss_cls": 0.6870943926274776, "decode.d1.loss_mask": 0.6509360849857331, "decode.d1.loss_dice": 1.326666197180748, "decode.d2.loss_cls": 0.6574936881661415, "decode.d2.loss_mask": 0.6196448653936386, "decode.d2.loss_dice": 1.262729972600937, "decode.d3.loss_cls": 0.6300133809447288, "decode.d3.loss_mask": 0.5926904141902923, "decode.d3.loss_dice": 1.2072458922863007, "decode.d4.loss_cls": 0.5255302950739861, "decode.d4.loss_mask": 0.5969385772943496, "decode.d4.loss_dice": 1.2261232167482377, "decode.d5.loss_cls": 0.5893000528216362, "decode.d5.loss_mask": 0.5844970792531967, "decode.d5.loss_dice": 1.1929059684276582, "decode.d6.loss_cls": 0.5264919549226761, "decode.d6.loss_mask": 0.5940290033817291, "decode.d6.loss_dice": 1.2122393667697906, "decode.d7.loss_cls": 0.5427783563733101, "decode.d7.loss_mask": 0.583538094162941, "decode.d7.loss_dice": 1.2141454100608826, "decode.d8.loss_cls": 0.5207557022571564, "decode.d8.loss_mask": 0.5855974555015564, "decode.d8.loss_dice": 1.212497729063034, "time": 0.5374182224273681, "memory": 7280, "step": 101300}
{"lr": 4.052618039952507e-06, "data_time": 0.009203314781188965, "grad_norm": 97.69078254699707, "loss": 20.64057559967041, "decode.loss_cls": 0.4082511629909277, "decode.loss_mask": 0.5821374356746674, "decode.loss_dice": 0.8357322603464127, "decode.d0.loss_cls": 1.909639263153076, "decode.d0.loss_mask": 0.6439595997333527, "decode.d0.loss_dice": 0.9961288034915924, "decode.d1.loss_cls": 0.5492505259811878, "decode.d1.loss_mask": 0.6789909586310386, "decode.d1.loss_dice": 0.9031902357935906, "decode.d2.loss_cls": 0.46939554065465927, "decode.d2.loss_mask": 0.6365480080246926, "decode.d2.loss_dice": 0.8639346390962601, "decode.d3.loss_cls": 0.4422507628798485, "decode.d3.loss_mask": 0.6266459107398987, "decode.d3.loss_dice": 0.8626176074147225, "decode.d4.loss_cls": 0.43419585973024366, "decode.d4.loss_mask": 0.5953046709299088, "decode.d4.loss_dice": 0.855461223423481, "decode.d5.loss_cls": 0.4202279392629862, "decode.d5.loss_mask": 0.5732950896024704, "decode.d5.loss_dice": 0.8269288450479507, "decode.d6.loss_cls": 0.45853463262319566, "decode.d6.loss_mask": 0.5761622190475464, "decode.d6.loss_dice": 0.8371524080634117, "decode.d7.loss_cls": 0.3902432169765234, "decode.d7.loss_mask": 0.5819203883409501, "decode.d7.loss_dice": 0.8589707866311074, "decode.d8.loss_cls": 0.3996164180338383, "decode.d8.loss_mask": 0.5791692569851875, "decode.d8.loss_dice": 0.8447205796837807, "time": 0.5624472379684449, "memory": 7205, "step": 101350}
{"lr": 4.049508481763371e-06, "data_time": 0.009128999710083009, "grad_norm": 96.89989166259765, "loss": 21.909184789657594, "decode.loss_cls": 0.3361061729490757, "decode.loss_mask": 0.6786927431821823, "decode.loss_dice": 0.993345046043396, "decode.d0.loss_cls": 1.6889315485954284, "decode.d0.loss_mask": 0.735148286819458, "decode.d0.loss_dice": 1.0825350642204286, "decode.d1.loss_cls": 0.47363001853227615, "decode.d1.loss_mask": 0.7094190150499344, "decode.d1.loss_dice": 1.0553718313574791, "decode.d2.loss_cls": 0.4105070732533932, "decode.d2.loss_mask": 0.6747739255428314, "decode.d2.loss_dice": 1.0177484333515168, "decode.d3.loss_cls": 0.390455462038517, "decode.d3.loss_mask": 0.6707692757248879, "decode.d3.loss_dice": 0.9803779751062394, "decode.d4.loss_cls": 0.3476562350988388, "decode.d4.loss_mask": 0.6709536731243133, "decode.d4.loss_dice": 0.9973569676280022, "decode.d5.loss_cls": 0.35179345682263374, "decode.d5.loss_mask": 0.6642129987478256, "decode.d5.loss_dice": 0.9781705275177955, "decode.d6.loss_cls": 0.339184807240963, "decode.d6.loss_mask": 0.669127069413662, "decode.d6.loss_dice": 0.9799738600850105, "decode.d7.loss_cls": 0.337638695538044, "decode.d7.loss_mask": 0.6624789714813233, "decode.d7.loss_dice": 0.9862243548035622, "decode.d8.loss_cls": 0.35079090893268583, "decode.d8.loss_mask": 0.6718671500682831, "decode.d8.loss_dice": 1.003942258656025, "time": 0.5342277765274048, "memory": 7262, "step": 101400}
{"lr": 4.0463986582422175e-06, "data_time": 0.009562087059020997, "grad_norm": 88.31189193725587, "loss": 20.80316572189331, "decode.loss_cls": 0.4355283722281456, "decode.loss_mask": 0.5791246145963669, "decode.loss_dice": 0.7888415455818176, "decode.d0.loss_cls": 2.301036310195923, "decode.d0.loss_mask": 0.62481998950243, "decode.d0.loss_dice": 0.921196460723877, "decode.d1.loss_cls": 0.656455186009407, "decode.d1.loss_mask": 0.5714256137609481, "decode.d1.loss_dice": 0.8528008103370667, "decode.d2.loss_cls": 0.5694655045866966, "decode.d2.loss_mask": 0.586962416768074, "decode.d2.loss_dice": 0.812990254163742, "decode.d3.loss_cls": 0.5013980478048324, "decode.d3.loss_mask": 0.5856620609760285, "decode.d3.loss_dice": 0.813007116317749, "decode.d4.loss_cls": 0.4538807660341263, "decode.d4.loss_mask": 0.578283642232418, "decode.d4.loss_dice": 0.7951673269271851, "decode.d5.loss_cls": 0.48535243421792984, "decode.d5.loss_mask": 0.580975079536438, "decode.d5.loss_dice": 0.7979482740163804, "decode.d6.loss_cls": 0.48827542215585706, "decode.d6.loss_mask": 0.5765356257557869, "decode.d6.loss_dice": 0.7857389271259307, "decode.d7.loss_cls": 0.4158036634325981, "decode.d7.loss_mask": 0.5902640208601951, "decode.d7.loss_dice": 0.8146515607833862, "decode.d8.loss_cls": 0.4449217110872269, "decode.d8.loss_mask": 0.5841646403074264, "decode.d8.loss_dice": 0.8104885071516037, "time": 0.5368308305740357, "memory": 7233, "step": 101450}
{"lr": 4.043288569139786e-06, "data_time": 0.009495019912719727, "grad_norm": 104.16351470947265, "loss": 25.992152786254884, "decode.loss_cls": 0.5176949739456177, "decode.loss_mask": 0.6963533133268356, "decode.loss_dice": 1.0997797042131423, "decode.d0.loss_cls": 2.0900845289230348, "decode.d0.loss_mask": 0.76197749376297, "decode.d0.loss_dice": 1.2667588382959365, "decode.d1.loss_cls": 0.6735785663127899, "decode.d1.loss_mask": 0.7443783313035965, "decode.d1.loss_dice": 1.2022193521261215, "decode.d2.loss_cls": 0.7121925711631775, "decode.d2.loss_mask": 0.7043470859527587, "decode.d2.loss_dice": 1.162578547000885, "decode.d3.loss_cls": 0.6496886074542999, "decode.d3.loss_mask": 0.6835222333669663, "decode.d3.loss_dice": 1.1124249994754791, "decode.d4.loss_cls": 0.5975042134523392, "decode.d4.loss_mask": 0.7051506370306015, "decode.d4.loss_dice": 1.1391855835914613, "decode.d5.loss_cls": 0.6078824818134307, "decode.d5.loss_mask": 0.698023083806038, "decode.d5.loss_dice": 1.1269112974405289, "decode.d6.loss_cls": 0.5484121963381767, "decode.d6.loss_mask": 0.6857680886983871, "decode.d6.loss_dice": 1.1078675359487533, "decode.d7.loss_cls": 0.5820886254310608, "decode.d7.loss_mask": 0.6818967431783676, "decode.d7.loss_dice": 1.102242398262024, "decode.d8.loss_cls": 0.5338744878768921, "decode.d8.loss_mask": 0.6976190984249115, "decode.d8.loss_dice": 1.1001473516225815, "time": 0.5347014904022217, "memory": 7200, "step": 101500}
{"lr": 4.040178214206383e-06, "data_time": 0.009236359596252441, "grad_norm": 100.62514190673828, "loss": 19.034870529174803, "decode.loss_cls": 0.2598354063928127, "decode.loss_mask": 0.6422897920012474, "decode.loss_dice": 0.7504738837480545, "decode.d0.loss_cls": 1.7555028915405273, "decode.d0.loss_mask": 0.6946263790130616, "decode.d0.loss_dice": 0.8474769055843353, "decode.d1.loss_cls": 0.5529244631528855, "decode.d1.loss_mask": 0.6743361473083496, "decode.d1.loss_dice": 0.8093958348035812, "decode.d2.loss_cls": 0.4339281916618347, "decode.d2.loss_mask": 0.6593910336494446, "decode.d2.loss_dice": 0.7753743231296539, "decode.d3.loss_cls": 0.34454425275325773, "decode.d3.loss_mask": 0.6567709371447563, "decode.d3.loss_dice": 0.7512026965618134, "decode.d4.loss_cls": 0.3110115587711334, "decode.d4.loss_mask": 0.6570795193314553, "decode.d4.loss_dice": 0.7609960466623307, "decode.d5.loss_cls": 0.28999301642179487, "decode.d5.loss_mask": 0.6598721235990525, "decode.d5.loss_dice": 0.7631526201963424, "decode.d6.loss_cls": 0.28219959810376166, "decode.d6.loss_mask": 0.6410692036151886, "decode.d6.loss_dice": 0.7477066695690155, "decode.d7.loss_cls": 0.2678205035626888, "decode.d7.loss_mask": 0.6346697330474853, "decode.d7.loss_dice": 0.7552672147750854, "decode.d8.loss_cls": 0.2593549571931362, "decode.d8.loss_mask": 0.6391185119748115, "decode.d8.loss_dice": 0.7574863582849503, "time": 0.535646629333496, "memory": 7259, "step": 101550}
{"lr": 4.0370675931918465e-06, "data_time": 0.009418559074401856, "grad_norm": 97.80810012817383, "loss": 18.59424138069153, "decode.loss_cls": 0.39157870411872864, "decode.loss_mask": 0.5410447776317596, "decode.loss_dice": 0.6269512280821801, "decode.d0.loss_cls": 2.00755660533905, "decode.d0.loss_mask": 0.6066846787929535, "decode.d0.loss_dice": 0.7713291734457016, "decode.d1.loss_cls": 0.6520547300577164, "decode.d1.loss_mask": 0.5974594295024872, "decode.d1.loss_dice": 0.7013244435191155, "decode.d2.loss_cls": 0.5771002352237702, "decode.d2.loss_mask": 0.5477023273706436, "decode.d2.loss_dice": 0.6511133864521981, "decode.d3.loss_cls": 0.5518289119005203, "decode.d3.loss_mask": 0.5548156321048736, "decode.d3.loss_dice": 0.6417089059948922, "decode.d4.loss_cls": 0.5028442904353142, "decode.d4.loss_mask": 0.5503171443939209, "decode.d4.loss_dice": 0.6427013412117958, "decode.d5.loss_cls": 0.4443367972970009, "decode.d5.loss_mask": 0.5527876555919647, "decode.d5.loss_dice": 0.6522528633475304, "decode.d6.loss_cls": 0.42331291660666465, "decode.d6.loss_mask": 0.5435507118701934, "decode.d6.loss_dice": 0.6370309978723526, "decode.d7.loss_cls": 0.44065085500478746, "decode.d7.loss_mask": 0.5368599355220794, "decode.d7.loss_dice": 0.6286028981208801, "decode.d8.loss_cls": 0.42985671013593674, "decode.d8.loss_mask": 0.5466405272483825, "decode.d8.loss_dice": 0.6422430858016014, "time": 0.5383368253707885, "memory": 7285, "step": 101600}
{"lr": 4.033956705845589e-06, "data_time": 0.009441590309143067, "grad_norm": 97.61830825805664, "loss": 20.672398185729982, "decode.loss_cls": 0.307847698032856, "decode.loss_mask": 0.638760681450367, "decode.loss_dice": 0.8790911734104156, "decode.d0.loss_cls": 1.571437382698059, "decode.d0.loss_mask": 0.709316223859787, "decode.d0.loss_dice": 1.0034980803728104, "decode.d1.loss_cls": 0.427749489992857, "decode.d1.loss_mask": 0.7038791984319687, "decode.d1.loss_dice": 0.9769031137228013, "decode.d2.loss_cls": 0.4238957516849041, "decode.d2.loss_mask": 0.6490670889616013, "decode.d2.loss_dice": 0.9283910155296325, "decode.d3.loss_cls": 0.38502400889992716, "decode.d3.loss_mask": 0.6517122447490692, "decode.d3.loss_dice": 0.9395567923784256, "decode.d4.loss_cls": 0.3770292967557907, "decode.d4.loss_mask": 0.6460584163665771, "decode.d4.loss_dice": 0.926156535744667, "decode.d5.loss_cls": 0.33671686723828315, "decode.d5.loss_mask": 0.6439605772495269, "decode.d5.loss_dice": 0.925199007987976, "decode.d6.loss_cls": 0.34015181176364423, "decode.d6.loss_mask": 0.6421741500496865, "decode.d6.loss_dice": 0.901274049282074, "decode.d7.loss_cls": 0.3322268035262823, "decode.d7.loss_mask": 0.6428511053323746, "decode.d7.loss_dice": 0.8899594157934189, "decode.d8.loss_cls": 0.331625958904624, "decode.d8.loss_mask": 0.6445467129349709, "decode.d8.loss_dice": 0.8963373512029648, "time": 0.5359721660614014, "memory": 7206, "step": 101650}
{"lr": 4.030845551916553e-06, "data_time": 0.009568190574645996, "grad_norm": 84.31437149047852, "loss": 26.866838645935058, "decode.loss_cls": 0.5165413707494736, "decode.loss_mask": 0.6799550235271454, "decode.loss_dice": 1.1755084425210953, "decode.d0.loss_cls": 2.5352299451828, "decode.d0.loss_mask": 0.7472977936267853, "decode.d0.loss_dice": 1.4186950206756592, "decode.d1.loss_cls": 0.7668873079121112, "decode.d1.loss_mask": 0.7203550204634667, "decode.d1.loss_dice": 1.2840198278427124, "decode.d2.loss_cls": 0.6029186591506004, "decode.d2.loss_mask": 0.7080031991004944, "decode.d2.loss_dice": 1.2514717131853104, "decode.d3.loss_cls": 0.587274967879057, "decode.d3.loss_mask": 0.6849824219942093, "decode.d3.loss_dice": 1.2211506962776184, "decode.d4.loss_cls": 0.5391743436455727, "decode.d4.loss_mask": 0.674673181772232, "decode.d4.loss_dice": 1.223205605149269, "decode.d5.loss_cls": 0.5174785323441029, "decode.d5.loss_mask": 0.6788761332631111, "decode.d5.loss_dice": 1.1960139930248261, "decode.d6.loss_cls": 0.5339395046234131, "decode.d6.loss_mask": 0.667109452188015, "decode.d6.loss_dice": 1.1667992889881134, "decode.d7.loss_cls": 0.5311363473534584, "decode.d7.loss_mask": 0.6708658754825592, "decode.d7.loss_dice": 1.1844839990139007, "decode.d8.loss_cls": 0.5308324553072452, "decode.d8.loss_mask": 0.6777648478746414, "decode.d8.loss_dice": 1.1741933166980743, "time": 0.559557032585144, "memory": 7258, "step": 101700}
{"lr": 4.027734131153236e-06, "data_time": 0.009529185295104981, "grad_norm": 101.85741958618163, "loss": 21.876980781555176, "decode.loss_cls": 0.4183117836713791, "decode.loss_mask": 0.734982679784298, "decode.loss_dice": 0.8904473662376404, "decode.d0.loss_cls": 1.6535123229026794, "decode.d0.loss_mask": 0.7135049298405647, "decode.d0.loss_dice": 0.996985849738121, "decode.d1.loss_cls": 0.5564676880836487, "decode.d1.loss_mask": 0.7092464178800583, "decode.d1.loss_dice": 0.9075527846813202, "decode.d2.loss_cls": 0.5240984439849854, "decode.d2.loss_mask": 0.7151246398687363, "decode.d2.loss_dice": 0.8908986151218414, "decode.d3.loss_cls": 0.4534083530306816, "decode.d3.loss_mask": 0.7309350803494453, "decode.d3.loss_dice": 0.8914055824279785, "decode.d4.loss_cls": 0.43285908699035647, "decode.d4.loss_mask": 0.7101377636194229, "decode.d4.loss_dice": 0.8839173942804337, "decode.d5.loss_cls": 0.39330971911549567, "decode.d5.loss_mask": 0.7229022443294525, "decode.d5.loss_dice": 0.9089110851287842, "decode.d6.loss_cls": 0.4444319851696491, "decode.d6.loss_mask": 0.7169184222817421, "decode.d6.loss_dice": 0.8639093428850174, "decode.d7.loss_cls": 0.3972769245505333, "decode.d7.loss_mask": 0.7141626179218292, "decode.d7.loss_dice": 0.8912068784236908, "decode.d8.loss_cls": 0.3733525320887566, "decode.d8.loss_mask": 0.7370085582137108, "decode.d8.loss_dice": 0.8997941523790359, "time": 0.5361745357513428, "memory": 7227, "step": 101750}
{"lr": 4.024622443303678e-06, "data_time": 0.00926985740661621, "grad_norm": 93.8505142211914, "loss": 28.09640588760376, "decode.loss_cls": 0.7794381827116013, "decode.loss_mask": 0.6680184751749039, "decode.loss_dice": 1.068817639350891, "decode.d0.loss_cls": 2.649453353881836, "decode.d0.loss_mask": 0.750532266497612, "decode.d0.loss_dice": 1.2494615733623504, "decode.d1.loss_cls": 0.8852106317877769, "decode.d1.loss_mask": 0.7363522529602051, "decode.d1.loss_dice": 1.1846493899822235, "decode.d2.loss_cls": 0.8160725720226765, "decode.d2.loss_mask": 0.726468101143837, "decode.d2.loss_dice": 1.1385690569877625, "decode.d3.loss_cls": 0.7970965147018433, "decode.d3.loss_mask": 0.6979964017868042, "decode.d3.loss_dice": 1.1109688878059387, "decode.d4.loss_cls": 0.7901742093265056, "decode.d4.loss_mask": 0.7056501060724258, "decode.d4.loss_dice": 1.1183961153030395, "decode.d5.loss_cls": 0.7722840514034033, "decode.d5.loss_mask": 0.6917342722415925, "decode.d5.loss_dice": 1.1069407641887665, "decode.d6.loss_cls": 0.7751342792063951, "decode.d6.loss_mask": 0.6887392550706863, "decode.d6.loss_dice": 1.0731033504009246, "decode.d7.loss_cls": 0.7970676518976688, "decode.d7.loss_mask": 0.67991501390934, "decode.d7.loss_dice": 1.1017773866653442, "decode.d8.loss_cls": 0.796504158526659, "decode.d8.loss_mask": 0.6715789824724198, "decode.d8.loss_dice": 1.0683021068572998, "time": 0.5366756439208984, "memory": 7263, "step": 101800}
{"lr": 4.021510488115467e-06, "data_time": 0.009413766860961913, "grad_norm": 77.3209114074707, "loss": 21.435417461395264, "decode.loss_cls": 0.28973750248551366, "decode.loss_mask": 0.7142525687813759, "decode.loss_dice": 0.9180739745497704, "decode.d0.loss_cls": 1.6863197565078736, "decode.d0.loss_mask": 0.7641275331377984, "decode.d0.loss_dice": 1.0138755977153777, "decode.d1.loss_cls": 0.47311789095401763, "decode.d1.loss_mask": 0.7298355638980866, "decode.d1.loss_dice": 0.968965682387352, "decode.d2.loss_cls": 0.39509325921535493, "decode.d2.loss_mask": 0.7176270946860314, "decode.d2.loss_dice": 0.9514125704765319, "decode.d3.loss_cls": 0.38936689421534537, "decode.d3.loss_mask": 0.7212901070713997, "decode.d3.loss_dice": 0.9301885917782784, "decode.d4.loss_cls": 0.34291725903749465, "decode.d4.loss_mask": 0.7083699971437454, "decode.d4.loss_dice": 0.9150435969233512, "decode.d5.loss_cls": 0.340417119115591, "decode.d5.loss_mask": 0.716962905228138, "decode.d5.loss_dice": 0.917240658402443, "decode.d6.loss_cls": 0.3217884711921215, "decode.d6.loss_mask": 0.7139882162213326, "decode.d6.loss_dice": 0.9201886713504791, "decode.d7.loss_cls": 0.3045222111046314, "decode.d7.loss_mask": 0.7110483482480049, "decode.d7.loss_dice": 0.9147315263748169, "decode.d8.loss_cls": 0.30846465975046156, "decode.d8.loss_mask": 0.709245890378952, "decode.d8.loss_dice": 0.927201896905899, "time": 0.5358675003051758, "memory": 7219, "step": 101850}
{"lr": 4.018398265335734e-06, "data_time": 0.00966033935546875, "grad_norm": 90.93803024291992, "loss": 23.479386138916016, "decode.loss_cls": 0.6672209516167641, "decode.loss_mask": 0.5674041777849197, "decode.loss_dice": 0.9525922536849976, "decode.d0.loss_cls": 2.179148828983307, "decode.d0.loss_mask": 0.6568046450614929, "decode.d0.loss_dice": 1.1696718961000443, "decode.d1.loss_cls": 0.7137662917375565, "decode.d1.loss_mask": 0.5782047495245933, "decode.d1.loss_dice": 0.9943881571292877, "decode.d2.loss_cls": 0.6092330798506737, "decode.d2.loss_mask": 0.562396177649498, "decode.d2.loss_dice": 0.9586916267871857, "decode.d3.loss_cls": 0.6359843671321869, "decode.d3.loss_mask": 0.5584177851676941, "decode.d3.loss_dice": 0.9447768926620483, "decode.d4.loss_cls": 0.6226844534277916, "decode.d4.loss_mask": 0.5526113629341125, "decode.d4.loss_dice": 0.9215114116668701, "decode.d5.loss_cls": 0.6662169337272644, "decode.d5.loss_mask": 0.55267733335495, "decode.d5.loss_dice": 0.9296152502298355, "decode.d6.loss_cls": 0.6575427830219269, "decode.d6.loss_mask": 0.555945411324501, "decode.d6.loss_dice": 0.9220983058214187, "decode.d7.loss_cls": 0.6500486120581627, "decode.d7.loss_mask": 0.5638831704854965, "decode.d7.loss_dice": 0.9455967634916306, "decode.d8.loss_cls": 0.652164252102375, "decode.d8.loss_mask": 0.5734213441610336, "decode.d8.loss_dice": 0.9646671056747437, "time": 0.5859855890274048, "memory": 7397, "step": 101900}
{"lr": 4.015285774711155e-06, "data_time": 0.009366321563720702, "grad_norm": 85.37320938110352, "loss": 26.26297245025635, "decode.loss_cls": 0.6166240081191063, "decode.loss_mask": 0.6253925770521164, "decode.loss_dice": 1.113713985681534, "decode.d0.loss_cls": 2.191697359085083, "decode.d0.loss_mask": 0.6786448180675506, "decode.d0.loss_dice": 1.3832096338272095, "decode.d1.loss_cls": 0.7881697505712509, "decode.d1.loss_mask": 0.6640111476182937, "decode.d1.loss_dice": 1.2409168899059295, "decode.d2.loss_cls": 0.794081249833107, "decode.d2.loss_mask": 0.604636961221695, "decode.d2.loss_dice": 1.1833062648773194, "decode.d3.loss_cls": 0.6574368387460708, "decode.d3.loss_mask": 0.6182382047176361, "decode.d3.loss_dice": 1.1236259877681731, "decode.d4.loss_cls": 0.6247038975358009, "decode.d4.loss_mask": 0.6176418960094452, "decode.d4.loss_dice": 1.137576651573181, "decode.d5.loss_cls": 0.6281498029828072, "decode.d5.loss_mask": 0.609775161743164, "decode.d5.loss_dice": 1.1324354529380798, "decode.d6.loss_cls": 0.6851067408919335, "decode.d6.loss_mask": 0.6127010494470596, "decode.d6.loss_dice": 1.1383296847343445, "decode.d7.loss_cls": 0.6596147283911705, "decode.d7.loss_mask": 0.611904165148735, "decode.d7.loss_dice": 1.1218422532081604, "decode.d8.loss_cls": 0.6475696623325348, "decode.d8.loss_mask": 0.6186970740556716, "decode.d8.loss_dice": 1.1332178831100463, "time": 0.5338035345077514, "memory": 7204, "step": 101950}
{"lr": 4.0121730159879466e-06, "data_time": 0.009313035011291503, "grad_norm": 77.31083221435547, "loss": 25.33487148284912, "decode.loss_cls": 0.5121906280517579, "decode.loss_mask": 0.6856673836708069, "decode.loss_dice": 1.0250964641571045, "decode.d0.loss_cls": 2.3591684699058533, "decode.d0.loss_mask": 0.7505525559186935, "decode.d0.loss_dice": 1.2698918223381042, "decode.d1.loss_cls": 0.7396151274442673, "decode.d1.loss_mask": 0.7510876208543777, "decode.d1.loss_dice": 1.1786514163017272, "decode.d2.loss_cls": 0.5278348922729492, "decode.d2.loss_mask": 0.7319949895143509, "decode.d2.loss_dice": 1.1089514315128326, "decode.d3.loss_cls": 0.5186680108308792, "decode.d3.loss_mask": 0.7051749020814896, "decode.d3.loss_dice": 1.074918383359909, "decode.d4.loss_cls": 0.5606878474354744, "decode.d4.loss_mask": 0.689244219660759, "decode.d4.loss_dice": 1.062521755695343, "decode.d5.loss_cls": 0.5465219154953956, "decode.d5.loss_mask": 0.6907425880432129, "decode.d5.loss_dice": 1.073898869752884, "decode.d6.loss_cls": 0.540582874417305, "decode.d6.loss_mask": 0.6753888666629791, "decode.d6.loss_dice": 1.0497464120388031, "decode.d7.loss_cls": 0.5624382600188256, "decode.d7.loss_mask": 0.6749995023012161, "decode.d7.loss_dice": 1.0372083604335784, "decode.d8.loss_cls": 0.5179799288511276, "decode.d8.loss_mask": 0.6815054416656494, "decode.d8.loss_dice": 1.0319394946098328, "time": 0.5346725702285766, "memory": 7230, "step": 102000}
{"lr": 4.009059988911868e-06, "data_time": 0.009240388870239258, "grad_norm": 94.5446563720703, "loss": 27.481798934936524, "decode.loss_cls": 0.7331464625895023, "decode.loss_mask": 0.7310833513736725, "decode.loss_dice": 1.0111274853348733, "decode.d0.loss_cls": 2.3173715114593505, "decode.d0.loss_mask": 0.7773266524076462, "decode.d0.loss_dice": 1.1337772965431214, "decode.d1.loss_cls": 1.0651037216186523, "decode.d1.loss_mask": 0.7253220975399017, "decode.d1.loss_dice": 1.0777009263634683, "decode.d2.loss_cls": 1.010563012957573, "decode.d2.loss_mask": 0.7251068919897079, "decode.d2.loss_dice": 0.996877969801426, "decode.d3.loss_cls": 0.7522357866168022, "decode.d3.loss_mask": 0.752507609128952, "decode.d3.loss_dice": 1.0107156932353973, "decode.d4.loss_cls": 0.762471055984497, "decode.d4.loss_mask": 0.7472310662269592, "decode.d4.loss_dice": 0.9866363763809204, "decode.d5.loss_cls": 0.7677240245044231, "decode.d5.loss_mask": 0.7316733479499817, "decode.d5.loss_dice": 1.010660246014595, "decode.d6.loss_cls": 0.827953825891018, "decode.d6.loss_mask": 0.7459843277931213, "decode.d6.loss_dice": 0.98439611941576, "decode.d7.loss_cls": 0.7918740041553974, "decode.d7.loss_mask": 0.7477991878986359, "decode.d7.loss_dice": 1.0059500709176064, "decode.d8.loss_cls": 0.800279376655817, "decode.d8.loss_mask": 0.7468957453966141, "decode.d8.loss_dice": 1.0043038129806519, "time": 0.5603564977645874, "memory": 7274, "step": 102050}
{"lr": 4.005946693228215e-06, "data_time": 0.00907726287841797, "grad_norm": 83.12547225952149, "loss": 20.083121299743652, "decode.loss_cls": 0.2631166003644466, "decode.loss_mask": 0.6406472533941269, "decode.loss_dice": 0.8663174003362656, "decode.d0.loss_cls": 1.8465477049350738, "decode.d0.loss_mask": 0.687802079319954, "decode.d0.loss_dice": 0.982276338338852, "decode.d1.loss_cls": 0.38164231479167937, "decode.d1.loss_mask": 0.6647298246622085, "decode.d1.loss_dice": 0.9388261198997497, "decode.d2.loss_cls": 0.33630380034446716, "decode.d2.loss_mask": 0.659048855304718, "decode.d2.loss_dice": 0.9241789132356644, "decode.d3.loss_cls": 0.3432953774929047, "decode.d3.loss_mask": 0.6424043029546738, "decode.d3.loss_dice": 0.8681519508361817, "decode.d4.loss_cls": 0.35448746383190155, "decode.d4.loss_mask": 0.6304360330104828, "decode.d4.loss_dice": 0.8719907402992249, "decode.d5.loss_cls": 0.30104787051677706, "decode.d5.loss_mask": 0.6422393396496773, "decode.d5.loss_dice": 0.8766831427812576, "decode.d6.loss_cls": 0.2840249799191952, "decode.d6.loss_mask": 0.6359125852584839, "decode.d6.loss_dice": 0.8523291677236557, "decode.d7.loss_cls": 0.2825999863445759, "decode.d7.loss_mask": 0.6396395534276962, "decode.d7.loss_dice": 0.873303173482418, "decode.d8.loss_cls": 0.3202681511640549, "decode.d8.loss_mask": 0.6214098438620568, "decode.d8.loss_dice": 0.8514609202742577, "time": 0.5324498414993286, "memory": 7224, "step": 102100}
{"lr": 4.002833128681824e-06, "data_time": 0.009581804275512695, "grad_norm": 91.3914291381836, "loss": 15.342804479599, "decode.loss_cls": 0.2714045599102974, "decode.loss_mask": 0.5311795890331268, "decode.loss_dice": 0.5110553368926049, "decode.d0.loss_cls": 1.7268867492675781, "decode.d0.loss_mask": 0.6131085351109504, "decode.d0.loss_dice": 0.6211429759860039, "decode.d1.loss_cls": 0.29676107317209244, "decode.d1.loss_mask": 0.5919221058487892, "decode.d1.loss_dice": 0.6336996793746948, "decode.d2.loss_cls": 0.31210063472390176, "decode.d2.loss_mask": 0.5638921827077865, "decode.d2.loss_dice": 0.5911609321832657, "decode.d3.loss_cls": 0.28684202805161474, "decode.d3.loss_mask": 0.553237508237362, "decode.d3.loss_dice": 0.5480428859591484, "decode.d4.loss_cls": 0.31378689408302307, "decode.d4.loss_mask": 0.5362119182944298, "decode.d4.loss_dice": 0.5367917254567146, "decode.d5.loss_cls": 0.28011630214750766, "decode.d5.loss_mask": 0.5382438138127327, "decode.d5.loss_dice": 0.5283758021891117, "decode.d6.loss_cls": 0.2945103824138641, "decode.d6.loss_mask": 0.5290038555860519, "decode.d6.loss_dice": 0.5110173538327217, "decode.d7.loss_cls": 0.28703335076570513, "decode.d7.loss_mask": 0.5323145031929016, "decode.d7.loss_dice": 0.5189888827502728, "decode.d8.loss_cls": 0.21984883770346642, "decode.d8.loss_mask": 0.5411265820264817, "decode.d8.loss_dice": 0.5229974567890168, "time": 0.53470778465271, "memory": 7216, "step": 102150}
{"lr": 3.9997192950170646e-06, "data_time": 0.009227442741394042, "grad_norm": 90.67003364562989, "loss": 20.81523141860962, "decode.loss_cls": 0.3954531580209732, "decode.loss_mask": 0.6750259757041931, "decode.loss_dice": 0.7100159883499145, "decode.d0.loss_cls": 2.0325145959854125, "decode.d0.loss_mask": 0.7259730428457261, "decode.d0.loss_dice": 0.8474309414625167, "decode.d1.loss_cls": 0.5481826961040497, "decode.d1.loss_mask": 0.7189149737358094, "decode.d1.loss_dice": 0.7929877758026123, "decode.d2.loss_cls": 0.5969860851764679, "decode.d2.loss_mask": 0.6631355926394462, "decode.d2.loss_dice": 0.752461051940918, "decode.d3.loss_cls": 0.5760659903287888, "decode.d3.loss_mask": 0.6530630260705947, "decode.d3.loss_dice": 0.7401623100042343, "decode.d4.loss_cls": 0.546781812608242, "decode.d4.loss_mask": 0.6631687462329865, "decode.d4.loss_dice": 0.7116298496723175, "decode.d5.loss_cls": 0.4908735930919647, "decode.d5.loss_mask": 0.6658786758780479, "decode.d5.loss_dice": 0.7224803104996681, "decode.d6.loss_cls": 0.4432530850172043, "decode.d6.loss_mask": 0.6942930236458779, "decode.d6.loss_dice": 0.742511048913002, "decode.d7.loss_cls": 0.4456757977604866, "decode.d7.loss_mask": 0.6918508350849152, "decode.d7.loss_dice": 0.7330652937293053, "decode.d8.loss_cls": 0.4461982250213623, "decode.d8.loss_mask": 0.6688757032155991, "decode.d8.loss_dice": 0.7203227043151855, "time": 0.5334409475326538, "memory": 7217, "step": 102200}
{"lr": 3.99660519197784e-06, "data_time": 0.009291958808898926, "grad_norm": 108.87094917297364, "loss": 19.602775144577027, "decode.loss_cls": 0.4595520444214344, "decode.loss_mask": 0.5336154237389564, "decode.loss_dice": 0.7417637407779694, "decode.d0.loss_cls": 2.0655407071113587, "decode.d0.loss_mask": 0.6014403834939003, "decode.d0.loss_dice": 0.9111010119318962, "decode.d1.loss_cls": 0.5465611144900322, "decode.d1.loss_mask": 0.5750867173075676, "decode.d1.loss_dice": 0.8547132134437561, "decode.d2.loss_cls": 0.5376058518886566, "decode.d2.loss_mask": 0.543377086520195, "decode.d2.loss_dice": 0.7836833298206329, "decode.d3.loss_cls": 0.4576984740793705, "decode.d3.loss_mask": 0.5394526153802872, "decode.d3.loss_dice": 0.7777827829122543, "decode.d4.loss_cls": 0.4693498872220516, "decode.d4.loss_mask": 0.5422922879457474, "decode.d4.loss_dice": 0.77360630184412, "decode.d5.loss_cls": 0.41834390088915824, "decode.d5.loss_mask": 0.5400320321321488, "decode.d5.loss_dice": 0.7608556717634201, "decode.d6.loss_cls": 0.3726606085896492, "decode.d6.loss_mask": 0.5412125781178474, "decode.d6.loss_dice": 0.7777871459722518, "decode.d7.loss_cls": 0.4326942048966885, "decode.d7.loss_mask": 0.5370188489556312, "decode.d7.loss_dice": 0.7707580387592315, "decode.d8.loss_cls": 0.439938073605299, "decode.d8.loss_mask": 0.5387275263667106, "decode.d8.loss_dice": 0.7585238575935364, "time": 0.5319937467575073, "memory": 7345, "step": 102250}
{"lr": 3.993490819307602e-06, "data_time": 0.009777140617370606, "grad_norm": 90.99354095458985, "loss": 26.76409969329834, "decode.loss_cls": 0.5860722720623016, "decode.loss_mask": 0.7345126867294312, "decode.loss_dice": 1.066130930185318, "decode.d0.loss_cls": 2.403587210178375, "decode.d0.loss_mask": 0.7916309893131256, "decode.d0.loss_dice": 1.2507904171943665, "decode.d1.loss_cls": 0.8435179591178894, "decode.d1.loss_mask": 0.7903900384902954, "decode.d1.loss_dice": 1.205554023385048, "decode.d2.loss_cls": 0.7309748411178589, "decode.d2.loss_mask": 0.7350951641798019, "decode.d2.loss_dice": 1.1154063552618028, "decode.d3.loss_cls": 0.6762903541326523, "decode.d3.loss_mask": 0.7277671337127686, "decode.d3.loss_dice": 1.0585930094122886, "decode.d4.loss_cls": 0.6305344492197037, "decode.d4.loss_mask": 0.738001698255539, "decode.d4.loss_dice": 1.070921888947487, "decode.d5.loss_cls": 0.6172973215579987, "decode.d5.loss_mask": 0.7110196381807328, "decode.d5.loss_dice": 1.079893273115158, "decode.d6.loss_cls": 0.5934541016817093, "decode.d6.loss_mask": 0.7176300466060639, "decode.d6.loss_dice": 1.0512386605143547, "decode.d7.loss_cls": 0.6265298753976822, "decode.d7.loss_mask": 0.7098433911800385, "decode.d7.loss_dice": 1.0842031180858611, "decode.d8.loss_cls": 0.593403734266758, "decode.d8.loss_mask": 0.7395723700523377, "decode.d8.loss_dice": 1.0842437505722047, "time": 0.5345600128173829, "memory": 7213, "step": 102300}
{"lr": 3.990376176749321e-06, "data_time": 0.009194350242614746, "grad_norm": 78.79917068481446, "loss": 23.61726322174072, "decode.loss_cls": 0.48293314725160597, "decode.loss_mask": 0.5174289017915725, "decode.loss_dice": 1.1030143558979035, "decode.d0.loss_cls": 2.2836800694465635, "decode.d0.loss_mask": 0.6244042962789536, "decode.d0.loss_dice": 1.3465436577796936, "decode.d1.loss_cls": 0.5858622953295708, "decode.d1.loss_mask": 0.5619899809360505, "decode.d1.loss_dice": 1.2044103980064391, "decode.d2.loss_cls": 0.5834995664656162, "decode.d2.loss_mask": 0.5307769894599914, "decode.d2.loss_dice": 1.1356134295463562, "decode.d3.loss_cls": 0.49075084552168846, "decode.d3.loss_mask": 0.5273087650537491, "decode.d3.loss_dice": 1.1314046949148178, "decode.d4.loss_cls": 0.47740802094340323, "decode.d4.loss_mask": 0.5233727753162384, "decode.d4.loss_dice": 1.1147042512893677, "decode.d5.loss_cls": 0.4955546036362648, "decode.d5.loss_mask": 0.5270978808403015, "decode.d5.loss_dice": 1.1130908459424973, "decode.d6.loss_cls": 0.5186292201280593, "decode.d6.loss_mask": 0.5174545556306839, "decode.d6.loss_dice": 1.067006480693817, "decode.d7.loss_cls": 0.4046300336718559, "decode.d7.loss_mask": 0.5364175975322724, "decode.d7.loss_dice": 1.1260165065526961, "decode.d8.loss_cls": 0.4560312181711197, "decode.d8.loss_mask": 0.5222844839096069, "decode.d8.loss_dice": 1.107942834496498, "time": 0.5349602699279785, "memory": 7274, "step": 102350}
{"lr": 3.987261264045501e-06, "data_time": 0.009146809577941895, "grad_norm": 80.97677803039551, "loss": 23.331331634521483, "decode.loss_cls": 0.4827889524400234, "decode.loss_mask": 0.5923416972160339, "decode.loss_dice": 0.9245348453521729, "decode.d0.loss_cls": 2.342614495754242, "decode.d0.loss_mask": 0.6555172652006149, "decode.d0.loss_dice": 1.1126783847808839, "decode.d1.loss_cls": 0.7032670959830284, "decode.d1.loss_mask": 0.6316189110279083, "decode.d1.loss_dice": 1.0677141547203064, "decode.d2.loss_cls": 0.5589205384254455, "decode.d2.loss_mask": 0.6505438596010208, "decode.d2.loss_dice": 1.0351684510707855, "decode.d3.loss_cls": 0.5499783799052238, "decode.d3.loss_mask": 0.6133447974920273, "decode.d3.loss_dice": 0.9658762603998184, "decode.d4.loss_cls": 0.5433201342821121, "decode.d4.loss_mask": 0.5929464221000671, "decode.d4.loss_dice": 0.9856025099754333, "decode.d5.loss_cls": 0.49303311854600906, "decode.d5.loss_mask": 0.6306832015514374, "decode.d5.loss_dice": 0.9894591242074966, "decode.d6.loss_cls": 0.5699952714145183, "decode.d6.loss_mask": 0.6026439726352691, "decode.d6.loss_dice": 0.9443614304065704, "decode.d7.loss_cls": 0.46844343692064283, "decode.d7.loss_mask": 0.5978076756000519, "decode.d7.loss_dice": 0.9650784999132156, "decode.d8.loss_cls": 0.47448141798377036, "decode.d8.loss_mask": 0.5942044377326965, "decode.d8.loss_dice": 0.9923632383346558, "time": 0.5345656871795654, "memory": 7219, "step": 102400}
{"lr": 3.984146080938183e-06, "data_time": 0.009308815002441406, "grad_norm": 80.62873764038086, "loss": 21.662191009521486, "decode.loss_cls": 0.31310870349407194, "decode.loss_mask": 0.6771596968173981, "decode.loss_dice": 0.9617253988981247, "decode.d0.loss_cls": 2.0227535247802733, "decode.d0.loss_mask": 0.7181888610124588, "decode.d0.loss_dice": 1.0635167717933656, "decode.d1.loss_cls": 0.4939530923962593, "decode.d1.loss_mask": 0.6715739578008652, "decode.d1.loss_dice": 0.9735901027917861, "decode.d2.loss_cls": 0.41948963403701783, "decode.d2.loss_mask": 0.6428008437156677, "decode.d2.loss_dice": 0.9678159534931183, "decode.d3.loss_cls": 0.3800287678837776, "decode.d3.loss_mask": 0.6474079966545105, "decode.d3.loss_dice": 0.9251852840185165, "decode.d4.loss_cls": 0.37956168353557584, "decode.d4.loss_mask": 0.6445721805095672, "decode.d4.loss_dice": 0.9495887368917465, "decode.d5.loss_cls": 0.3626077018678188, "decode.d5.loss_mask": 0.6635444968938827, "decode.d5.loss_dice": 0.9435711890459061, "decode.d6.loss_cls": 0.3395580179989338, "decode.d6.loss_mask": 0.6630689933896065, "decode.d6.loss_dice": 0.9501712501049042, "decode.d7.loss_cls": 0.3456172816455364, "decode.d7.loss_mask": 0.6630511939525604, "decode.d7.loss_dice": 0.9367559015750885, "decode.d8.loss_cls": 0.3198553241789341, "decode.d8.loss_mask": 0.6745617777109146, "decode.d8.loss_dice": 0.9478069812059402, "time": 0.5647844076156616, "memory": 7224, "step": 102450}
{"lr": 3.981030627168932e-06, "data_time": 0.009315276145935058, "grad_norm": 92.72774658203124, "loss": 24.11981554031372, "decode.loss_cls": 0.570994246006012, "decode.loss_mask": 0.6243329107761383, "decode.loss_dice": 0.9350312680006028, "decode.d0.loss_cls": 2.169022488594055, "decode.d0.loss_mask": 0.7372542202472687, "decode.d0.loss_dice": 1.1558629631996156, "decode.d1.loss_cls": 0.8489730089902878, "decode.d1.loss_mask": 0.6633138626813888, "decode.d1.loss_dice": 1.0312190443277358, "decode.d2.loss_cls": 0.6767126977443695, "decode.d2.loss_mask": 0.6665828883647918, "decode.d2.loss_dice": 0.9765557885169983, "decode.d3.loss_cls": 0.6503139451146126, "decode.d3.loss_mask": 0.6523360013961792, "decode.d3.loss_dice": 0.9655802369117736, "decode.d4.loss_cls": 0.6445571132004261, "decode.d4.loss_mask": 0.6526273041963577, "decode.d4.loss_dice": 0.9754244744777679, "decode.d5.loss_cls": 0.5874185942113399, "decode.d5.loss_mask": 0.6520873725414276, "decode.d5.loss_dice": 0.9599089741706848, "decode.d6.loss_cls": 0.5489303134381771, "decode.d6.loss_mask": 0.6436672866344452, "decode.d6.loss_dice": 0.9326198041439057, "decode.d7.loss_cls": 0.5440520167350769, "decode.d7.loss_mask": 0.6362458497285843, "decode.d7.loss_dice": 0.9197961330413819, "decode.d8.loss_cls": 0.5457171998918057, "decode.d8.loss_mask": 0.6238338142633438, "decode.d8.loss_dice": 0.9288432210683822, "time": 0.5374784231185913, "memory": 7213, "step": 102500}
{"lr": 3.9779149024788435e-06, "data_time": 0.00944514274597168, "grad_norm": 90.86656875610352, "loss": 27.82057456970215, "decode.loss_cls": 0.5330405585467816, "decode.loss_mask": 0.6629331558942795, "decode.loss_dice": 1.2667033344507217, "decode.d0.loss_cls": 2.423352766036987, "decode.d0.loss_mask": 0.7633357524871827, "decode.d0.loss_dice": 1.5019027575850488, "decode.d1.loss_cls": 0.7759279176592827, "decode.d1.loss_mask": 0.7151536405086517, "decode.d1.loss_dice": 1.4026231855154037, "decode.d2.loss_cls": 0.650487805902958, "decode.d2.loss_mask": 0.7028381794691085, "decode.d2.loss_dice": 1.3459671318531037, "decode.d3.loss_cls": 0.6303829543292523, "decode.d3.loss_mask": 0.6684009253978729, "decode.d3.loss_dice": 1.2942083835601808, "decode.d4.loss_cls": 0.5972435787320137, "decode.d4.loss_mask": 0.6566230952739716, "decode.d4.loss_dice": 1.2839252442121505, "decode.d5.loss_cls": 0.5773315399885177, "decode.d5.loss_mask": 0.652935516834259, "decode.d5.loss_dice": 1.254848839342594, "decode.d6.loss_cls": 0.5436127290129662, "decode.d6.loss_mask": 0.6615761205554008, "decode.d6.loss_dice": 1.2787528097629548, "decode.d7.loss_cls": 0.5343815289437771, "decode.d7.loss_mask": 0.6654083892703057, "decode.d7.loss_dice": 1.282091462612152, "decode.d8.loss_cls": 0.5572127126157284, "decode.d8.loss_mask": 0.6464634597301483, "decode.d8.loss_dice": 1.2909086346626282, "time": 0.5353987455368042, "memory": 7232, "step": 102550}
{"lr": 3.974798906608541e-06, "data_time": 0.00948958396911621, "grad_norm": 92.99832687377929, "loss": 20.607679080963134, "decode.loss_cls": 0.5256023213267327, "decode.loss_mask": 0.5136514097452164, "decode.loss_dice": 0.81231619566679, "decode.d0.loss_cls": 1.7881796717643739, "decode.d0.loss_mask": 0.6357415050268174, "decode.d0.loss_dice": 0.9435003668069839, "decode.d1.loss_cls": 0.7511684954166412, "decode.d1.loss_mask": 0.5753683596849442, "decode.d1.loss_dice": 0.9189602166414261, "decode.d2.loss_cls": 0.6401454538106919, "decode.d2.loss_mask": 0.5335231930017471, "decode.d2.loss_dice": 0.8275856047868728, "decode.d3.loss_cls": 0.5324320197105408, "decode.d3.loss_mask": 0.5373574823141098, "decode.d3.loss_dice": 0.8356014728546143, "decode.d4.loss_cls": 0.576268908381462, "decode.d4.loss_mask": 0.5339858740568161, "decode.d4.loss_dice": 0.8290050387382507, "decode.d5.loss_cls": 0.48959802389144896, "decode.d5.loss_mask": 0.5236937940120697, "decode.d5.loss_dice": 0.8084077924489975, "decode.d6.loss_cls": 0.5071107015013695, "decode.d6.loss_mask": 0.5174777925014495, "decode.d6.loss_dice": 0.8041265740990639, "decode.d7.loss_cls": 0.4958383157849312, "decode.d7.loss_mask": 0.5153628438711166, "decode.d7.loss_dice": 0.7985928192734718, "decode.d8.loss_cls": 0.5089578479528427, "decode.d8.loss_mask": 0.5123795866966248, "decode.d8.loss_dice": 0.8157392382621765, "time": 0.5356352090835571, "memory": 7257, "step": 102600}
{"lr": 3.971682639298169e-06, "data_time": 0.009519720077514648, "grad_norm": 97.5797966003418, "loss": 23.407440757751466, "decode.loss_cls": 0.6533798381686211, "decode.loss_mask": 0.4784622311592102, "decode.loss_dice": 0.9472789287567138, "decode.d0.loss_cls": 2.0756056189537047, "decode.d0.loss_mask": 0.6147087976336479, "decode.d0.loss_dice": 1.1904504328966141, "decode.d1.loss_cls": 0.8410832196474075, "decode.d1.loss_mask": 0.5227459400892258, "decode.d1.loss_dice": 1.0911954820156098, "decode.d2.loss_cls": 0.7320105090737343, "decode.d2.loss_mask": 0.49990037083625793, "decode.d2.loss_dice": 1.067268478870392, "decode.d3.loss_cls": 0.7004703402519226, "decode.d3.loss_mask": 0.48776471316814424, "decode.d3.loss_dice": 0.9928346037864685, "decode.d4.loss_cls": 0.6995518818497658, "decode.d4.loss_mask": 0.48229014575481416, "decode.d4.loss_dice": 0.9781430751085282, "decode.d5.loss_cls": 0.6468852758407593, "decode.d5.loss_mask": 0.48195706158876417, "decode.d5.loss_dice": 0.944852614402771, "decode.d6.loss_cls": 0.6447116822004318, "decode.d6.loss_mask": 0.48354909271001817, "decode.d6.loss_dice": 0.9782361000776291, "decode.d7.loss_cls": 0.6259319327771664, "decode.d7.loss_mask": 0.4822437912225723, "decode.d7.loss_dice": 0.9531296372413636, "decode.d8.loss_cls": 0.6232648834586143, "decode.d8.loss_mask": 0.48795616775751116, "decode.d8.loss_dice": 0.999578183889389, "time": 0.5348961353302002, "memory": 7247, "step": 102650}
{"lr": 3.968566100287394e-06, "data_time": 0.009332418441772461, "grad_norm": 104.34514923095703, "loss": 26.099135303497313, "decode.loss_cls": 0.5064758837223053, "decode.loss_mask": 0.7592181473970413, "decode.loss_dice": 1.058411630988121, "decode.d0.loss_cls": 2.350462591648102, "decode.d0.loss_mask": 0.8873165130615235, "decode.d0.loss_dice": 1.2560524702072144, "decode.d1.loss_cls": 0.7987872555851936, "decode.d1.loss_mask": 0.8073216944932937, "decode.d1.loss_dice": 1.1271321177482605, "decode.d2.loss_cls": 0.5954403497278691, "decode.d2.loss_mask": 0.790948697924614, "decode.d2.loss_dice": 1.0598963975906373, "decode.d3.loss_cls": 0.565247492492199, "decode.d3.loss_mask": 0.7856121450662613, "decode.d3.loss_dice": 1.0502958029508591, "decode.d4.loss_cls": 0.5406507723033428, "decode.d4.loss_mask": 0.7944866001605988, "decode.d4.loss_dice": 1.0473406732082366, "decode.d5.loss_cls": 0.49166993275284765, "decode.d5.loss_mask": 0.7976039350032806, "decode.d5.loss_dice": 1.0561352133750916, "decode.d6.loss_cls": 0.49986048936843874, "decode.d6.loss_mask": 0.7631173878908157, "decode.d6.loss_dice": 1.061879998445511, "decode.d7.loss_cls": 0.4868582643568516, "decode.d7.loss_mask": 0.7692274034023285, "decode.d7.loss_dice": 1.0764987617731094, "decode.d8.loss_cls": 0.5023480676114559, "decode.d8.loss_mask": 0.7527938723564148, "decode.d8.loss_dice": 1.060045525431633, "time": 0.5323926925659179, "memory": 7215, "step": 102700}
{"lr": 3.965449289315415e-06, "data_time": 0.00918421745300293, "grad_norm": 97.86282272338867, "loss": 24.975537109375, "decode.loss_cls": 0.6547402545809746, "decode.loss_mask": 0.5658803761005402, "decode.loss_dice": 0.9403843313455582, "decode.d0.loss_cls": 2.2647846817970274, "decode.d0.loss_mask": 0.7199731677770614, "decode.d0.loss_dice": 1.1949335157871246, "decode.d1.loss_cls": 0.7709122061729431, "decode.d1.loss_mask": 0.7028849929571152, "decode.d1.loss_dice": 1.1590834468603135, "decode.d2.loss_cls": 0.698096877336502, "decode.d2.loss_mask": 0.6244953691959381, "decode.d2.loss_dice": 1.115730345249176, "decode.d3.loss_cls": 0.7426400780677795, "decode.d3.loss_mask": 0.6136882156133652, "decode.d3.loss_dice": 1.018254455924034, "decode.d4.loss_cls": 0.7308072462677956, "decode.d4.loss_mask": 0.6053209736943245, "decode.d4.loss_dice": 1.0008080661296845, "decode.d5.loss_cls": 0.7041109099984169, "decode.d5.loss_mask": 0.5661895900964737, "decode.d5.loss_dice": 0.9545409172773361, "decode.d6.loss_cls": 0.725155183672905, "decode.d6.loss_mask": 0.566636323928833, "decode.d6.loss_dice": 0.9542820930480957, "decode.d7.loss_cls": 0.6215094834566116, "decode.d7.loss_mask": 0.5792202681303025, "decode.d7.loss_dice": 0.9794882714748383, "decode.d8.loss_cls": 0.6899648010730743, "decode.d8.loss_mask": 0.5686306387186051, "decode.d8.loss_dice": 0.9423905581235885, "time": 0.5331686019897461, "memory": 7219, "step": 102750}
{"lr": 3.9623322061209465e-06, "data_time": 0.009392690658569337, "grad_norm": 79.83909759521484, "loss": 20.801391315460204, "decode.loss_cls": 0.5710116785019637, "decode.loss_mask": 0.5206288233399391, "decode.loss_dice": 0.7577134177088738, "decode.d0.loss_cls": 2.0088104963302613, "decode.d0.loss_mask": 0.5829608738422394, "decode.d0.loss_dice": 0.9236255645751953, "decode.d1.loss_cls": 0.812653586268425, "decode.d1.loss_mask": 0.5522034078836441, "decode.d1.loss_dice": 0.8031704917550087, "decode.d2.loss_cls": 0.6698780231177807, "decode.d2.loss_mask": 0.5314629405736924, "decode.d2.loss_dice": 0.7929457381367684, "decode.d3.loss_cls": 0.6735695861279964, "decode.d3.loss_mask": 0.5171241402626038, "decode.d3.loss_dice": 0.7645862102508545, "decode.d4.loss_cls": 0.643415755033493, "decode.d4.loss_mask": 0.49728851318359374, "decode.d4.loss_dice": 0.7434233650565147, "decode.d5.loss_cls": 0.6270975079387426, "decode.d5.loss_mask": 0.5170624107122421, "decode.d5.loss_dice": 0.7748734205961227, "decode.d6.loss_cls": 0.5935327541083097, "decode.d6.loss_mask": 0.5141926452517509, "decode.d6.loss_dice": 0.7479257024824619, "decode.d7.loss_cls": 0.5671498280018568, "decode.d7.loss_mask": 0.5221227511763573, "decode.d7.loss_dice": 0.7538579694926739, "decode.d8.loss_cls": 0.5453207526355982, "decode.d8.loss_mask": 0.5123590975999832, "decode.d8.loss_dice": 0.7594242304563522, "time": 0.560334849357605, "memory": 7255, "step": 102800}
{"lr": 3.959214850442224e-06, "data_time": 0.009658384323120116, "grad_norm": 107.63192367553711, "loss": 31.4708402633667, "decode.loss_cls": 0.7758228182792664, "decode.loss_mask": 0.9558731615543365, "decode.loss_dice": 1.193699687719345, "decode.d0.loss_cls": 2.484801912307739, "decode.d0.loss_mask": 1.0275441765785218, "decode.d0.loss_dice": 1.4860219776630401, "decode.d1.loss_cls": 0.9205153793096542, "decode.d1.loss_mask": 1.0111504316329956, "decode.d1.loss_dice": 1.28013573884964, "decode.d2.loss_cls": 0.8372794777154923, "decode.d2.loss_mask": 0.9651350557804108, "decode.d2.loss_dice": 1.2568604111671449, "decode.d3.loss_cls": 0.8374391719698906, "decode.d3.loss_mask": 0.9223871201276779, "decode.d3.loss_dice": 1.1882396519184113, "decode.d4.loss_cls": 0.7945746868848801, "decode.d4.loss_mask": 0.9057979673147202, "decode.d4.loss_dice": 1.1921894311904908, "decode.d5.loss_cls": 0.7114545553922653, "decode.d5.loss_mask": 0.9014556586742402, "decode.d5.loss_dice": 1.1921733617782593, "decode.d6.loss_cls": 0.7182042673230171, "decode.d6.loss_mask": 0.9702446013689041, "decode.d6.loss_dice": 1.219758778810501, "decode.d7.loss_cls": 0.7020187735557556, "decode.d7.loss_mask": 0.9502567559480667, "decode.d7.loss_dice": 1.2030336439609528, "decode.d8.loss_cls": 0.7045308709144592, "decode.d8.loss_mask": 0.9506051987409592, "decode.d8.loss_dice": 1.2116363167762756, "time": 0.5343199491500854, "memory": 7306, "step": 102850}
{"lr": 3.95609722201701e-06, "data_time": 0.009537506103515624, "grad_norm": 92.67643890380859, "loss": 23.898111581802368, "decode.loss_cls": 0.5256151162087918, "decode.loss_mask": 0.5763980358839035, "decode.loss_dice": 1.0575294137001037, "decode.d0.loss_cls": 2.487096905708313, "decode.d0.loss_mask": 0.6072499632835389, "decode.d0.loss_dice": 1.2735428422689439, "decode.d1.loss_cls": 0.6886458158493042, "decode.d1.loss_mask": 0.5628487557172775, "decode.d1.loss_dice": 1.1142203882336617, "decode.d2.loss_cls": 0.6014746598899364, "decode.d2.loss_mask": 0.5609806224703788, "decode.d2.loss_dice": 1.1154347270727158, "decode.d3.loss_cls": 0.6350639745593071, "decode.d3.loss_mask": 0.5552902370691299, "decode.d3.loss_dice": 1.048832358419895, "decode.d4.loss_cls": 0.5408953741192818, "decode.d4.loss_mask": 0.5440280005335808, "decode.d4.loss_dice": 1.045634163916111, "decode.d5.loss_cls": 0.41992913037538526, "decode.d5.loss_mask": 0.5750312820076943, "decode.d5.loss_dice": 1.1016458332538606, "decode.d6.loss_cls": 0.4826989721506834, "decode.d6.loss_mask": 0.5809166491031647, "decode.d6.loss_dice": 1.0544465079903602, "decode.d7.loss_cls": 0.48744113855063914, "decode.d7.loss_mask": 0.546624319255352, "decode.d7.loss_dice": 1.0429181680083275, "decode.d8.loss_cls": 0.4307478632777929, "decode.d8.loss_mask": 0.5603909581899643, "decode.d8.loss_dice": 1.0745403259992599, "time": 0.5324266433715821, "memory": 7233, "step": 102900}
{"lr": 3.952979320582568e-06, "data_time": 0.00954744815826416, "grad_norm": 89.09104652404785, "loss": 22.726580810546874, "decode.loss_cls": 0.4398582100868225, "decode.loss_mask": 0.5430483967065811, "decode.loss_dice": 0.9779862612485886, "decode.d0.loss_cls": 2.2526637077331544, "decode.d0.loss_mask": 0.6072363704442978, "decode.d0.loss_dice": 1.2062128692865373, "decode.d1.loss_cls": 0.704962395131588, "decode.d1.loss_mask": 0.5798024386167526, "decode.d1.loss_dice": 1.1021846324205398, "decode.d2.loss_cls": 0.5664640620350838, "decode.d2.loss_mask": 0.578967735171318, "decode.d2.loss_dice": 1.067608180642128, "decode.d3.loss_cls": 0.549563268572092, "decode.d3.loss_mask": 0.5555499732494354, "decode.d3.loss_dice": 1.003540539741516, "decode.d4.loss_cls": 0.49389642253518107, "decode.d4.loss_mask": 0.5606346309185029, "decode.d4.loss_dice": 1.0028957933187486, "decode.d5.loss_cls": 0.4734617739915848, "decode.d5.loss_mask": 0.5496863067150116, "decode.d5.loss_dice": 0.9990262195467949, "decode.d6.loss_cls": 0.4682104028761387, "decode.d6.loss_mask": 0.5475945234298706, "decode.d6.loss_dice": 0.9696931943297387, "decode.d7.loss_cls": 0.4343182876706123, "decode.d7.loss_mask": 0.5392486453056335, "decode.d7.loss_dice": 0.9792191684246063, "decode.d8.loss_cls": 0.45154216438531875, "decode.d8.loss_mask": 0.5426119327545166, "decode.d8.loss_dice": 0.9788925081491471, "time": 0.5326741456985473, "memory": 7207, "step": 102950}
{"lr": 3.94986114587569e-06, "data_time": 0.009422063827514648, "grad_norm": 82.4529655456543, "loss": 22.87836151123047, "decode.loss_cls": 0.35228905864059923, "decode.loss_mask": 0.6927122622728348, "decode.loss_dice": 0.9668291449546814, "decode.d0.loss_cls": 2.0740228414535524, "decode.d0.loss_mask": 0.7855403512716294, "decode.d0.loss_dice": 1.1557872593402863, "decode.d1.loss_cls": 0.5673150569200516, "decode.d1.loss_mask": 0.7326492965221405, "decode.d1.loss_dice": 1.0334969848394393, "decode.d2.loss_cls": 0.48451745361089704, "decode.d2.loss_mask": 0.7127082079648972, "decode.d2.loss_dice": 0.9750202119350433, "decode.d3.loss_cls": 0.42969226464629173, "decode.d3.loss_mask": 0.7084713131189346, "decode.d3.loss_dice": 0.9556355714797974, "decode.d4.loss_cls": 0.4063091903924942, "decode.d4.loss_mask": 0.6921310722827911, "decode.d4.loss_dice": 0.9771909236907959, "decode.d5.loss_cls": 0.41896134838461874, "decode.d5.loss_mask": 0.690543083846569, "decode.d5.loss_dice": 0.956822744011879, "decode.d6.loss_cls": 0.39798083901405334, "decode.d6.loss_mask": 0.6982682079076767, "decode.d6.loss_dice": 0.9642837613821029, "decode.d7.loss_cls": 0.3963466014713049, "decode.d7.loss_mask": 0.6993500515818596, "decode.d7.loss_dice": 0.9437474370002746, "decode.d8.loss_cls": 0.37071058452129363, "decode.d8.loss_mask": 0.6871660262346267, "decode.d8.loss_dice": 0.951861995458603, "time": 0.5577960014343262, "memory": 7202, "step": 103000}
{"lr": 3.9467426976326794e-06, "data_time": 0.009151649475097657, "grad_norm": 90.26166000366212, "loss": 29.0060733795166, "decode.loss_cls": 0.47996010780334475, "decode.loss_mask": 0.7351447433233261, "decode.loss_dice": 1.4042007863521575, "decode.d0.loss_cls": 2.129349780082703, "decode.d0.loss_mask": 0.8268321841955185, "decode.d0.loss_dice": 1.584569388628006, "decode.d1.loss_cls": 0.6966486722230911, "decode.d1.loss_mask": 0.7459665328264237, "decode.d1.loss_dice": 1.4668013334274292, "decode.d2.loss_cls": 0.6455698683857918, "decode.d2.loss_mask": 0.7519307404756546, "decode.d2.loss_dice": 1.4342995524406432, "decode.d3.loss_cls": 0.5467545449733734, "decode.d3.loss_mask": 0.7553320288658142, "decode.d3.loss_dice": 1.394302785396576, "decode.d4.loss_cls": 0.5193380549550056, "decode.d4.loss_mask": 0.7587113410234452, "decode.d4.loss_dice": 1.4163718342781066, "decode.d5.loss_cls": 0.559559029340744, "decode.d5.loss_mask": 0.759364464879036, "decode.d5.loss_dice": 1.4189521253108979, "decode.d6.loss_cls": 0.5259592667222023, "decode.d6.loss_mask": 0.7444353699684143, "decode.d6.loss_dice": 1.4074147045612335, "decode.d7.loss_cls": 0.5181549072265625, "decode.d7.loss_mask": 0.7483673691749573, "decode.d7.loss_dice": 1.3859071791172028, "decode.d8.loss_cls": 0.5162020325660706, "decode.d8.loss_mask": 0.7324801385402679, "decode.d8.loss_dice": 1.3971914172172546, "time": 0.5848504781723023, "memory": 7216, "step": 103050}
{"lr": 3.943623975589356e-06, "data_time": 0.009119057655334472, "grad_norm": 93.11172714233399, "loss": 24.35977773666382, "decode.loss_cls": 0.5614253610372544, "decode.loss_mask": 0.7107199907302857, "decode.loss_dice": 0.9202846169471741, "decode.d0.loss_cls": 2.1735465288162232, "decode.d0.loss_mask": 0.8421913504600524, "decode.d0.loss_dice": 1.1129375994205475, "decode.d1.loss_cls": 0.763551515340805, "decode.d1.loss_mask": 0.7058197081089019, "decode.d1.loss_dice": 1.0003315031528472, "decode.d2.loss_cls": 0.6683506429195404, "decode.d2.loss_mask": 0.6970761448144913, "decode.d2.loss_dice": 0.9488188803195954, "decode.d3.loss_cls": 0.6873692333698272, "decode.d3.loss_mask": 0.6992584109306336, "decode.d3.loss_dice": 0.8909132689237594, "decode.d4.loss_cls": 0.6577250614762307, "decode.d4.loss_mask": 0.6931218028068542, "decode.d4.loss_dice": 0.9069391429424286, "decode.d5.loss_cls": 0.6196621224284172, "decode.d5.loss_mask": 0.6852895855903626, "decode.d5.loss_dice": 0.8972469210624695, "decode.d6.loss_cls": 0.583034710586071, "decode.d6.loss_mask": 0.6994709342718124, "decode.d6.loss_dice": 0.9120803236961365, "decode.d7.loss_cls": 0.5534673452377319, "decode.d7.loss_mask": 0.7102718353271484, "decode.d7.loss_dice": 0.9009466886520385, "decode.d8.loss_cls": 0.5559975653886795, "decode.d8.loss_mask": 0.6939344763755798, "decode.d8.loss_dice": 0.9079959750175476, "time": 0.5587350606918335, "memory": 7224, "step": 103100}
{"lr": 3.940504979481053e-06, "data_time": 0.009131789207458496, "grad_norm": 79.9395076751709, "loss": 21.481194496154785, "decode.loss_cls": 0.4968498904258013, "decode.loss_mask": 0.5441036522388458, "decode.loss_dice": 0.8742552757263183, "decode.d0.loss_cls": 1.8810447454452515, "decode.d0.loss_mask": 0.6130298435688019, "decode.d0.loss_dice": 1.0473199903964996, "decode.d1.loss_cls": 0.7079708077013492, "decode.d1.loss_mask": 0.547582569718361, "decode.d1.loss_dice": 0.9374722123146058, "decode.d2.loss_cls": 0.6931181631982326, "decode.d2.loss_mask": 0.5360741138458252, "decode.d2.loss_dice": 0.8976299345493317, "decode.d3.loss_cls": 0.5988351531326771, "decode.d3.loss_mask": 0.5352736413478851, "decode.d3.loss_dice": 0.8846483170986176, "decode.d4.loss_cls": 0.5997053474187851, "decode.d4.loss_mask": 0.5464897185564042, "decode.d4.loss_dice": 0.8610940754413605, "decode.d5.loss_cls": 0.5433302398771047, "decode.d5.loss_mask": 0.5499984204769135, "decode.d5.loss_dice": 0.8709012031555176, "decode.d6.loss_cls": 0.49968083016574383, "decode.d6.loss_mask": 0.5481924325227737, "decode.d6.loss_dice": 0.8566468447446823, "decode.d7.loss_cls": 0.531084680184722, "decode.d7.loss_mask": 0.5429684609174729, "decode.d7.loss_dice": 0.8309583127498626, "decode.d8.loss_cls": 0.5051164783537387, "decode.d8.loss_mask": 0.5456991374492646, "decode.d8.loss_dice": 0.854119497537613, "time": 0.5321165084838867, "memory": 7228, "step": 103150}
{"lr": 3.937385709042608e-06, "data_time": 0.009627032279968261, "grad_norm": 97.86957168579102, "loss": 26.58570251464844, "decode.loss_cls": 0.6304795265197753, "decode.loss_mask": 0.6737497419118881, "decode.loss_dice": 1.1125183284282685, "decode.d0.loss_cls": 2.216947019100189, "decode.d0.loss_mask": 0.7645751774311066, "decode.d0.loss_dice": 1.3631322264671326, "decode.d1.loss_cls": 0.8516580134630203, "decode.d1.loss_mask": 0.6910957574844361, "decode.d1.loss_dice": 1.2112738966941834, "decode.d2.loss_cls": 0.7279418140649796, "decode.d2.loss_mask": 0.6992655873298645, "decode.d2.loss_dice": 1.1582297325134276, "decode.d3.loss_cls": 0.7039657056331634, "decode.d3.loss_mask": 0.6865997850894928, "decode.d3.loss_dice": 1.1532636165618897, "decode.d4.loss_cls": 0.5870004534721375, "decode.d4.loss_mask": 0.6796766728162765, "decode.d4.loss_dice": 1.1340148329734803, "decode.d5.loss_cls": 0.6041968151926994, "decode.d5.loss_mask": 0.6766062825918198, "decode.d5.loss_dice": 1.1150529623031615, "decode.d6.loss_cls": 0.5599002823233604, "decode.d6.loss_mask": 0.6808448284864426, "decode.d6.loss_dice": 1.120624405145645, "decode.d7.loss_cls": 0.5802497893571854, "decode.d7.loss_mask": 0.6831116497516632, "decode.d7.loss_dice": 1.1252353310585022, "decode.d8.loss_cls": 0.6028736099600792, "decode.d8.loss_mask": 0.6712385475635528, "decode.d8.loss_dice": 1.1203799605369569, "time": 0.5319796085357666, "memory": 7262, "step": 103200}
{"lr": 3.934266164008372e-06, "data_time": 0.009298324584960938, "grad_norm": 98.9206298828125, "loss": 22.89736886024475, "decode.loss_cls": 0.5045501470565796, "decode.loss_mask": 0.691847114264965, "decode.loss_dice": 0.8455001816153527, "decode.d0.loss_cls": 1.8388002336025238, "decode.d0.loss_mask": 0.8472150832414627, "decode.d0.loss_dice": 1.0545243084430695, "decode.d1.loss_cls": 0.7434752628207206, "decode.d1.loss_mask": 0.7881107866764069, "decode.d1.loss_dice": 0.90771274715662, "decode.d2.loss_cls": 0.6592025771737099, "decode.d2.loss_mask": 0.7229617565870285, "decode.d2.loss_dice": 0.8424040704965592, "decode.d3.loss_cls": 0.6575262352824212, "decode.d3.loss_mask": 0.6791033059358597, "decode.d3.loss_dice": 0.8265133619308471, "decode.d4.loss_cls": 0.6255959883332253, "decode.d4.loss_mask": 0.689414294064045, "decode.d4.loss_dice": 0.8330626830458641, "decode.d5.loss_cls": 0.5632454887032509, "decode.d5.loss_mask": 0.678736338019371, "decode.d5.loss_dice": 0.8070736184716225, "decode.d6.loss_cls": 0.5346842393279075, "decode.d6.loss_mask": 0.6907301858067513, "decode.d6.loss_dice": 0.8069542407989502, "decode.d7.loss_cls": 0.5229554086923599, "decode.d7.loss_mask": 0.6906929686665535, "decode.d7.loss_dice": 0.8397553086280822, "decode.d8.loss_cls": 0.4736007288098335, "decode.d8.loss_mask": 0.6893810778856277, "decode.d8.loss_dice": 0.8420393720269204, "time": 0.5323758840560913, "memory": 7251, "step": 103250}
{"lr": 3.93114634411221e-06, "data_time": 0.009276294708251953, "grad_norm": 85.06009559631347, "loss": 21.435205745697022, "decode.loss_cls": 0.4137443244457245, "decode.loss_mask": 0.6072405427694321, "decode.loss_dice": 0.86776784658432, "decode.d0.loss_cls": 2.1545236229896547, "decode.d0.loss_mask": 0.6992169916629791, "decode.d0.loss_dice": 1.083508688211441, "decode.d1.loss_cls": 0.5761141404509544, "decode.d1.loss_mask": 0.634879544377327, "decode.d1.loss_dice": 0.9547540426254273, "decode.d2.loss_cls": 0.4831863909959793, "decode.d2.loss_mask": 0.6295249223709106, "decode.d2.loss_dice": 0.9228695511817933, "decode.d3.loss_cls": 0.40456392168998717, "decode.d3.loss_mask": 0.626997584104538, "decode.d3.loss_dice": 0.9034455716609955, "decode.d4.loss_cls": 0.3925747245550156, "decode.d4.loss_mask": 0.6275248885154724, "decode.d4.loss_dice": 0.9053217828273773, "decode.d5.loss_cls": 0.4061791427433491, "decode.d5.loss_mask": 0.619594258069992, "decode.d5.loss_dice": 0.8862536609172821, "decode.d6.loss_cls": 0.3686398819088936, "decode.d6.loss_mask": 0.6140383273363114, "decode.d6.loss_dice": 0.8817235052585601, "decode.d7.loss_cls": 0.40500651970505713, "decode.d7.loss_mask": 0.6139322876930237, "decode.d7.loss_dice": 0.8613086253404617, "decode.d8.loss_cls": 0.3784837909042835, "decode.d8.loss_mask": 0.6236515730619431, "decode.d8.loss_dice": 0.8886356443166733, "time": 0.5587954998016358, "memory": 7207, "step": 103300}
{"lr": 3.928026249087489e-06, "data_time": 0.009284138679504395, "grad_norm": 88.14092178344727, "loss": 18.310258269309998, "decode.loss_cls": 0.22472596522420646, "decode.loss_mask": 0.6534172877669334, "decode.loss_dice": 0.7322446137666703, "decode.d0.loss_cls": 1.8382936656475066, "decode.d0.loss_mask": 0.6934576973319053, "decode.d0.loss_dice": 0.7816765815019607, "decode.d1.loss_cls": 0.3823577791452408, "decode.d1.loss_mask": 0.6760932505130768, "decode.d1.loss_dice": 0.7656459018588067, "decode.d2.loss_cls": 0.3024542070925236, "decode.d2.loss_mask": 0.6701389670372009, "decode.d2.loss_dice": 0.7533273711800575, "decode.d3.loss_cls": 0.25920751560479405, "decode.d3.loss_mask": 0.6742470264434814, "decode.d3.loss_dice": 0.7371536485850811, "decode.d4.loss_cls": 0.2467372203245759, "decode.d4.loss_mask": 0.6675993487238884, "decode.d4.loss_dice": 0.7350426122546196, "decode.d5.loss_cls": 0.23635299745947122, "decode.d5.loss_mask": 0.6621593773365021, "decode.d5.loss_dice": 0.7387557044625283, "decode.d6.loss_cls": 0.2444971576333046, "decode.d6.loss_mask": 0.6619741261005402, "decode.d6.loss_dice": 0.7247799351811409, "decode.d7.loss_cls": 0.23019046057015657, "decode.d7.loss_mask": 0.6628055319190025, "decode.d7.loss_dice": 0.7297203656286001, "decode.d8.loss_cls": 0.21094838995486498, "decode.d8.loss_mask": 0.6666891008615494, "decode.d8.loss_dice": 0.7475651741027832, "time": 0.5312929391860962, "memory": 7227, "step": 103350}
{"lr": 3.924905878667079e-06, "data_time": 0.00949265956878662, "grad_norm": 79.52845344543456, "loss": 16.222342872619627, "decode.loss_cls": 0.23002674281597138, "decode.loss_mask": 0.4108347311615944, "decode.loss_dice": 0.7149019464850426, "decode.d0.loss_cls": 1.9062944054603577, "decode.d0.loss_mask": 0.5099974036216736, "decode.d0.loss_dice": 0.8613871559500694, "decode.d1.loss_cls": 0.42755514532327654, "decode.d1.loss_mask": 0.4446939557790756, "decode.d1.loss_dice": 0.7631072089076042, "decode.d2.loss_cls": 0.32092782109975815, "decode.d2.loss_mask": 0.43450612425804136, "decode.d2.loss_dice": 0.7465981051325798, "decode.d3.loss_cls": 0.26887455582618713, "decode.d3.loss_mask": 0.429420068860054, "decode.d3.loss_dice": 0.7426684409379959, "decode.d4.loss_cls": 0.2615773491561413, "decode.d4.loss_mask": 0.4220286548137665, "decode.d4.loss_dice": 0.7414260417222976, "decode.d5.loss_cls": 0.23426468074321746, "decode.d5.loss_mask": 0.4270213022828102, "decode.d5.loss_dice": 0.7575591415166855, "decode.d6.loss_cls": 0.23047951981425285, "decode.d6.loss_mask": 0.4204294875264168, "decode.d6.loss_dice": 0.7529461160302162, "decode.d7.loss_cls": 0.2627030357718468, "decode.d7.loss_mask": 0.4212603375315666, "decode.d7.loss_dice": 0.7015947133302689, "decode.d8.loss_cls": 0.27167320922017096, "decode.d8.loss_mask": 0.4130256727337837, "decode.d8.loss_dice": 0.692559252679348, "time": 0.5331751108169556, "memory": 7230, "step": 103400}
{"lr": 3.9217852325833585e-06, "data_time": 0.00924215316772461, "grad_norm": 90.15887222290038, "loss": 20.316479206085205, "decode.loss_cls": 0.5001105159521103, "decode.loss_mask": 0.5492179200053215, "decode.loss_dice": 0.7951596111059189, "decode.d0.loss_cls": 1.921817910671234, "decode.d0.loss_mask": 0.5886257529258728, "decode.d0.loss_dice": 0.9108679860830307, "decode.d1.loss_cls": 0.6518169224262238, "decode.d1.loss_mask": 0.5520071640610695, "decode.d1.loss_dice": 0.8242439448833465, "decode.d2.loss_cls": 0.5734778761863708, "decode.d2.loss_mask": 0.5667723715305328, "decode.d2.loss_dice": 0.8285913378000259, "decode.d3.loss_cls": 0.5190179571509361, "decode.d3.loss_mask": 0.5555617853999137, "decode.d3.loss_dice": 0.8121916115283966, "decode.d4.loss_cls": 0.5030847609043121, "decode.d4.loss_mask": 0.5539479941129685, "decode.d4.loss_dice": 0.8250607132911683, "decode.d5.loss_cls": 0.4660048261284828, "decode.d5.loss_mask": 0.5564695000648499, "decode.d5.loss_dice": 0.8188815861940384, "decode.d6.loss_cls": 0.4211049325764179, "decode.d6.loss_mask": 0.5646656662225723, "decode.d6.loss_dice": 0.8265324831008911, "decode.d7.loss_cls": 0.4794831119477749, "decode.d7.loss_mask": 0.5555919498205185, "decode.d7.loss_dice": 0.8242052227258683, "decode.d8.loss_cls": 0.4119976334273815, "decode.d8.loss_mask": 0.5507508516311646, "decode.d8.loss_dice": 0.8092172175645829, "time": 0.5566234827041626, "memory": 7190, "step": 103450}
{"lr": 3.9186643105682056e-06, "data_time": 0.009453296661376953, "grad_norm": 87.81851501464844, "loss": 20.922115898132326, "decode.loss_cls": 0.3404232807457447, "decode.loss_mask": 0.6714985698461533, "decode.loss_dice": 0.8230067998170852, "decode.d0.loss_cls": 1.8672951817512513, "decode.d0.loss_mask": 0.7415651172399521, "decode.d0.loss_dice": 0.9917531311511993, "decode.d1.loss_cls": 0.480743008852005, "decode.d1.loss_mask": 0.7301249027252197, "decode.d1.loss_dice": 0.9171067297458648, "decode.d2.loss_cls": 0.4463209457695484, "decode.d2.loss_mask": 0.6882014274597168, "decode.d2.loss_dice": 0.8601573884487153, "decode.d3.loss_cls": 0.43162578642368316, "decode.d3.loss_mask": 0.6785622149705887, "decode.d3.loss_dice": 0.8217597723007202, "decode.d4.loss_cls": 0.37460591495037077, "decode.d4.loss_mask": 0.6723166763782501, "decode.d4.loss_dice": 0.8276409834623337, "decode.d5.loss_cls": 0.41047137752175333, "decode.d5.loss_mask": 0.6760569751262665, "decode.d5.loss_dice": 0.8334139466285706, "decode.d6.loss_cls": 0.36760870218276975, "decode.d6.loss_mask": 0.6728128224611283, "decode.d6.loss_dice": 0.8256029695272445, "decode.d7.loss_cls": 0.3719118796288967, "decode.d7.loss_mask": 0.677702659368515, "decode.d7.loss_dice": 0.8260666698217392, "decode.d8.loss_cls": 0.40451120883226394, "decode.d8.loss_mask": 0.6746889621019363, "decode.d8.loss_dice": 0.816559562087059, "time": 0.5341274738311768, "memory": 7208, "step": 103500}
{"lr": 3.915543112353009e-06, "data_time": 0.009831953048706054, "grad_norm": 91.39456405639649, "loss": 23.157415103912353, "decode.loss_cls": 0.4684132754802704, "decode.loss_mask": 0.6328517958521843, "decode.loss_dice": 0.9068441331386566, "decode.d0.loss_cls": 2.1491995453834534, "decode.d0.loss_mask": 0.695784442126751, "decode.d0.loss_dice": 1.1119998335838317, "decode.d1.loss_cls": 0.7296601161360741, "decode.d1.loss_mask": 0.6586805939674377, "decode.d1.loss_dice": 0.9982275903224945, "decode.d2.loss_cls": 0.6452982500195503, "decode.d2.loss_mask": 0.6298594295978546, "decode.d2.loss_dice": 0.9822456240653992, "decode.d3.loss_cls": 0.5794634208083153, "decode.d3.loss_mask": 0.6509128704667091, "decode.d3.loss_dice": 0.9568834125995636, "decode.d4.loss_cls": 0.5277265161275864, "decode.d4.loss_mask": 0.6502054587006569, "decode.d4.loss_dice": 0.9270808607339859, "decode.d5.loss_cls": 0.5044387221336365, "decode.d5.loss_mask": 0.6571148782968521, "decode.d5.loss_dice": 0.94698406457901, "decode.d6.loss_cls": 0.4906016133725643, "decode.d6.loss_mask": 0.6508257046341897, "decode.d6.loss_dice": 0.9437154442071914, "decode.d7.loss_cls": 0.49151246473193166, "decode.d7.loss_mask": 0.6154608249664306, "decode.d7.loss_dice": 0.9326409339904785, "decode.d8.loss_cls": 0.45864264816045763, "decode.d8.loss_mask": 0.6502341657876969, "decode.d8.loss_dice": 0.9139053046703338, "time": 0.5620847940444946, "memory": 7239, "step": 103550}
{"lr": 3.912421637668646e-06, "data_time": 0.009822845458984375, "grad_norm": 81.01221237182617, "loss": 26.552202796936037, "decode.loss_cls": 0.49573138207197187, "decode.loss_mask": 0.7910612881183624, "decode.loss_dice": 1.0438685804605483, "decode.d0.loss_cls": 2.339685332775116, "decode.d0.loss_mask": 0.8165352135896683, "decode.d0.loss_dice": 1.288827148079872, "decode.d1.loss_cls": 0.8430358439683914, "decode.d1.loss_mask": 0.7731645554304123, "decode.d1.loss_dice": 1.1680772125720977, "decode.d2.loss_cls": 0.6376152619719505, "decode.d2.loss_mask": 0.760483694076538, "decode.d2.loss_dice": 1.1241532117128372, "decode.d3.loss_cls": 0.6250126332044601, "decode.d3.loss_mask": 0.7968178033828736, "decode.d3.loss_dice": 1.0780215084552764, "decode.d4.loss_cls": 0.6134196996688843, "decode.d4.loss_mask": 0.7388573095202446, "decode.d4.loss_dice": 1.066937306523323, "decode.d5.loss_cls": 0.6405855655670166, "decode.d5.loss_mask": 0.7432264432311058, "decode.d5.loss_dice": 1.0757180601358414, "decode.d6.loss_cls": 0.5794779315590859, "decode.d6.loss_mask": 0.7395547106862068, "decode.d6.loss_dice": 1.0567285016179084, "decode.d7.loss_cls": 0.5924340784549713, "decode.d7.loss_mask": 0.725766259431839, "decode.d7.loss_dice": 1.0275804549455643, "decode.d8.loss_cls": 0.5000899404287338, "decode.d8.loss_mask": 0.8102078199386596, "decode.d8.loss_dice": 1.0595271229743957, "time": 0.5598847150802613, "memory": 7190, "step": 103600}
{"lr": 3.9092998862455e-06, "data_time": 0.009808039665222168, "grad_norm": 88.6393829345703, "loss": 19.42045702934265, "decode.loss_cls": 0.3425562623888254, "decode.loss_mask": 0.49814817160367963, "decode.loss_dice": 0.8548090666532516, "decode.d0.loss_cls": 2.0277299165725706, "decode.d0.loss_mask": 0.5152291834354401, "decode.d0.loss_dice": 1.0607760861515998, "decode.d1.loss_cls": 0.5781114012002945, "decode.d1.loss_mask": 0.4981513634324074, "decode.d1.loss_dice": 0.9883092164993286, "decode.d2.loss_cls": 0.44380816966295245, "decode.d2.loss_mask": 0.4858255088329315, "decode.d2.loss_dice": 0.9081758961081505, "decode.d3.loss_cls": 0.3712022129446268, "decode.d3.loss_mask": 0.5011131674051285, "decode.d3.loss_dice": 0.845858883857727, "decode.d4.loss_cls": 0.3840883579105139, "decode.d4.loss_mask": 0.4762849688529968, "decode.d4.loss_dice": 0.8366710662841796, "decode.d5.loss_cls": 0.3874735217541456, "decode.d5.loss_mask": 0.48348116874694824, "decode.d5.loss_dice": 0.8436519980430603, "decode.d6.loss_cls": 0.3420742601156235, "decode.d6.loss_mask": 0.5114517331123352, "decode.d6.loss_dice": 0.8393640995025635, "decode.d7.loss_cls": 0.3747268579900265, "decode.d7.loss_mask": 0.4981234848499298, "decode.d7.loss_dice": 0.8416150346398353, "decode.d8.loss_cls": 0.3329438276588917, "decode.d8.loss_mask": 0.5026790797710419, "decode.d8.loss_dice": 0.8460227236151695, "time": 0.5607674360275269, "memory": 7223, "step": 103650}
{"lr": 3.906177857813448e-06, "data_time": 0.009784364700317382, "grad_norm": 88.8527603149414, "loss": 19.998887729644775, "decode.loss_cls": 0.388165033608675, "decode.loss_mask": 0.4686365142464638, "decode.loss_dice": 0.8914137929677963, "decode.d0.loss_cls": 1.9699927926063538, "decode.d0.loss_mask": 0.5408225566148758, "decode.d0.loss_dice": 1.0899300813674926, "decode.d1.loss_cls": 0.5720951497554779, "decode.d1.loss_mask": 0.49604966044425963, "decode.d1.loss_dice": 1.0110152631998062, "decode.d2.loss_cls": 0.46655224412679674, "decode.d2.loss_mask": 0.47851685881614686, "decode.d2.loss_dice": 0.93329516351223, "decode.d3.loss_cls": 0.4461090907454491, "decode.d3.loss_mask": 0.4725726008415222, "decode.d3.loss_dice": 0.9012047320604324, "decode.d4.loss_cls": 0.41212252378463743, "decode.d4.loss_mask": 0.4841787412762642, "decode.d4.loss_dice": 0.9127871781587601, "decode.d5.loss_cls": 0.40089114755392075, "decode.d5.loss_mask": 0.4649119585752487, "decode.d5.loss_dice": 0.8993806272745133, "decode.d6.loss_cls": 0.4311406522989273, "decode.d6.loss_mask": 0.46757802963256834, "decode.d6.loss_dice": 0.8649623423814774, "decode.d7.loss_cls": 0.3770722784101963, "decode.d7.loss_mask": 0.4741463541984558, "decode.d7.loss_dice": 0.9224506914615631, "decode.d8.loss_cls": 0.3752051740884781, "decode.d8.loss_mask": 0.48377558439970014, "decode.d8.loss_dice": 0.9019129127264023, "time": 0.5352493524551392, "memory": 7277, "step": 103700}
{"lr": 3.903055552101858e-06, "data_time": 0.009996414184570312, "grad_norm": 89.53476943969727, "loss": 21.21837282180786, "decode.loss_cls": 0.4133771900087595, "decode.loss_mask": 0.5871713772416115, "decode.loss_dice": 0.8621309161186218, "decode.d0.loss_cls": 2.066239893436432, "decode.d0.loss_mask": 0.673963475227356, "decode.d0.loss_dice": 1.0456946849823, "decode.d1.loss_cls": 0.6771433327347041, "decode.d1.loss_mask": 0.6026402041316032, "decode.d1.loss_dice": 0.9696874260902405, "decode.d2.loss_cls": 0.5255646802484989, "decode.d2.loss_mask": 0.5933295011520385, "decode.d2.loss_dice": 0.9230434834957123, "decode.d3.loss_cls": 0.48279664739966394, "decode.d3.loss_mask": 0.5959283649921417, "decode.d3.loss_dice": 0.8866092026233673, "decode.d4.loss_cls": 0.4286779262125492, "decode.d4.loss_mask": 0.594475257396698, "decode.d4.loss_dice": 0.8901991546154022, "decode.d5.loss_cls": 0.4100182492285967, "decode.d5.loss_mask": 0.5851509690284729, "decode.d5.loss_dice": 0.8711873352527618, "decode.d6.loss_cls": 0.38904674388468263, "decode.d6.loss_mask": 0.5885187819600105, "decode.d6.loss_dice": 0.8577495336532592, "decode.d7.loss_cls": 0.36685542166233065, "decode.d7.loss_mask": 0.5914174944162369, "decode.d7.loss_dice": 0.8739063113927841, "decode.d8.loss_cls": 0.3915079038590193, "decode.d8.loss_mask": 0.5890912473201751, "decode.d8.loss_dice": 0.8852500140666961, "time": 0.5349558830261231, "memory": 7223, "step": 103750}
{"lr": 3.899932968839619e-06, "data_time": 0.009454178810119628, "grad_norm": 78.81229782104492, "loss": 19.017888927459715, "decode.loss_cls": 0.49178183265030384, "decode.loss_mask": 0.36005072444677355, "decode.loss_dice": 0.7801528647542, "decode.d0.loss_cls": 2.2018087029457094, "decode.d0.loss_mask": 0.4080937892198563, "decode.d0.loss_dice": 0.9420098513364792, "decode.d1.loss_cls": 0.7606782391667366, "decode.d1.loss_mask": 0.3787421569228172, "decode.d1.loss_dice": 0.8268996030092239, "decode.d2.loss_cls": 0.622987911105156, "decode.d2.loss_mask": 0.36107687205076217, "decode.d2.loss_dice": 0.8157720774412155, "decode.d3.loss_cls": 0.5603339012712241, "decode.d3.loss_mask": 0.3645143896341324, "decode.d3.loss_dice": 0.8191926091909408, "decode.d4.loss_cls": 0.4855459712445736, "decode.d4.loss_mask": 0.3687926694750786, "decode.d4.loss_dice": 0.8552693113684654, "decode.d5.loss_cls": 0.5037958394736052, "decode.d5.loss_mask": 0.3663233548402786, "decode.d5.loss_dice": 0.7777550607919693, "decode.d6.loss_cls": 0.5145111806690693, "decode.d6.loss_mask": 0.36521675139665605, "decode.d6.loss_dice": 0.8104382038116456, "decode.d7.loss_cls": 0.4652027603238821, "decode.d7.loss_mask": 0.36160590797662734, "decode.d7.loss_dice": 0.8288060903549195, "decode.d8.loss_cls": 0.43670265972614286, "decode.d8.loss_mask": 0.36643804907798766, "decode.d8.loss_dice": 0.8173894613981247, "time": 0.5319115877151489, "memory": 7262, "step": 103800}
{"lr": 3.896810107755078e-06, "data_time": 0.009878826141357423, "grad_norm": 95.66816558837891, "loss": 25.4021595954895, "decode.loss_cls": 0.610242772847414, "decode.loss_mask": 0.6596673548221588, "decode.loss_dice": 1.041870391368866, "decode.d0.loss_cls": 2.233701395988464, "decode.d0.loss_mask": 0.7544228047132492, "decode.d0.loss_dice": 1.2178930938243866, "decode.d1.loss_cls": 0.7521274968981743, "decode.d1.loss_mask": 0.7187765002250671, "decode.d1.loss_dice": 1.1335160315036774, "decode.d2.loss_cls": 0.6127746075391769, "decode.d2.loss_mask": 0.6885802805423736, "decode.d2.loss_dice": 1.0812475323677062, "decode.d3.loss_cls": 0.6282967329025269, "decode.d3.loss_mask": 0.6610011100769043, "decode.d3.loss_dice": 1.03086818754673, "decode.d4.loss_cls": 0.591655607521534, "decode.d4.loss_mask": 0.6705883055925369, "decode.d4.loss_dice": 1.074864250421524, "decode.d5.loss_cls": 0.5838928580284118, "decode.d5.loss_mask": 0.6650471419095993, "decode.d5.loss_dice": 1.0661353647708893, "decode.d6.loss_cls": 0.5884861722588539, "decode.d6.loss_mask": 0.6581462234258652, "decode.d6.loss_dice": 1.0426358878612518, "decode.d7.loss_cls": 0.6033315479755401, "decode.d7.loss_mask": 0.664580088853836, "decode.d7.loss_dice": 1.0466343283653259, "decode.d8.loss_cls": 0.5941291712224483, "decode.d8.loss_mask": 0.663875350356102, "decode.d8.loss_dice": 1.0631708264350892, "time": 0.5589030504226684, "memory": 7206, "step": 103850}
{"lr": 3.8936869685761025e-06, "data_time": 0.009771251678466797, "grad_norm": 83.20925369262696, "loss": 24.23724937438965, "decode.loss_cls": 0.39148733466863633, "decode.loss_mask": 0.7916991263628006, "decode.loss_dice": 1.0374610513448714, "decode.d0.loss_cls": 1.9138349890708923, "decode.d0.loss_mask": 0.8322543799877167, "decode.d0.loss_dice": 1.166320154070854, "decode.d1.loss_cls": 0.5423611685633659, "decode.d1.loss_mask": 0.8115409255027771, "decode.d1.loss_dice": 1.1386888444423675, "decode.d2.loss_cls": 0.4993089571595192, "decode.d2.loss_mask": 0.7864039719104767, "decode.d2.loss_dice": 1.070962905883789, "decode.d3.loss_cls": 0.4440035730600357, "decode.d3.loss_mask": 0.7407437175512314, "decode.d3.loss_dice": 1.0488083064556122, "decode.d4.loss_cls": 0.42975612357258797, "decode.d4.loss_mask": 0.7294443607330322, "decode.d4.loss_dice": 1.037673717737198, "decode.d5.loss_cls": 0.3920741774141788, "decode.d5.loss_mask": 0.759823352098465, "decode.d5.loss_dice": 1.066191616654396, "decode.d6.loss_cls": 0.40820528715848925, "decode.d6.loss_mask": 0.7542322009801865, "decode.d6.loss_dice": 1.0596652150154113, "decode.d7.loss_cls": 0.3757620759308338, "decode.d7.loss_mask": 0.7593122154474259, "decode.d7.loss_dice": 1.0493520021438598, "decode.d8.loss_cls": 0.3751409508287907, "decode.d8.loss_mask": 0.7597479343414306, "decode.d8.loss_dice": 1.0649884730577468, "time": 0.5314250946044922, "memory": 7246, "step": 103900}
{"lr": 3.890563551030032e-06, "data_time": 0.009944868087768555, "grad_norm": 102.4901008605957, "loss": 18.846137523651123, "decode.loss_cls": 0.37981111481785773, "decode.loss_mask": 0.48756600022315977, "decode.loss_dice": 0.7389759302139283, "decode.d0.loss_cls": 2.200448179244995, "decode.d0.loss_mask": 0.6102928012609482, "decode.d0.loss_dice": 0.9394546002149582, "decode.d1.loss_cls": 0.5706259876489639, "decode.d1.loss_mask": 0.5661868065595627, "decode.d1.loss_dice": 0.850129896402359, "decode.d2.loss_cls": 0.4512681782245636, "decode.d2.loss_mask": 0.5320816814899445, "decode.d2.loss_dice": 0.8057650402188301, "decode.d3.loss_cls": 0.4319610968232155, "decode.d3.loss_mask": 0.4823532700538635, "decode.d3.loss_dice": 0.7306295067071915, "decode.d4.loss_cls": 0.39349845945835116, "decode.d4.loss_mask": 0.4827681839466095, "decode.d4.loss_dice": 0.7363741010427475, "decode.d5.loss_cls": 0.3642928030341864, "decode.d5.loss_mask": 0.47733739763498306, "decode.d5.loss_dice": 0.7594744473695755, "decode.d6.loss_cls": 0.3767196536064148, "decode.d6.loss_mask": 0.47599500566720965, "decode.d6.loss_dice": 0.7496900737285614, "decode.d7.loss_cls": 0.3782822132110596, "decode.d7.loss_mask": 0.48076229691505434, "decode.d7.loss_dice": 0.7651223033666611, "decode.d8.loss_cls": 0.3730090714991093, "decode.d8.loss_mask": 0.4866542637348175, "decode.d8.loss_dice": 0.7686065942049026, "time": 0.53185555934906, "memory": 7302, "step": 103950}
{"lr": 3.887439854843705e-06, "data_time": 0.009859108924865722, "grad_norm": 105.2635108947754, "loss": 27.080258274078368, "decode.loss_cls": 0.7087205529212952, "decode.loss_mask": 0.6977023094892502, "decode.loss_dice": 0.9848965764045715, "decode.d0.loss_cls": 2.3161773085594177, "decode.d0.loss_mask": 0.8641341388225555, "decode.d0.loss_dice": 1.233156830072403, "decode.d1.loss_cls": 0.9820419639348984, "decode.d1.loss_mask": 0.7638173341751099, "decode.d1.loss_dice": 1.1168373197317123, "decode.d2.loss_cls": 0.7777772501111031, "decode.d2.loss_mask": 0.7597327634692193, "decode.d2.loss_dice": 1.0518373489379882, "decode.d3.loss_cls": 0.7118516430258751, "decode.d3.loss_mask": 0.7420229762792587, "decode.d3.loss_dice": 1.054068887233734, "decode.d4.loss_cls": 0.7100410327315331, "decode.d4.loss_mask": 0.741155543923378, "decode.d4.loss_dice": 1.0490726590156556, "decode.d5.loss_cls": 0.7006362363696098, "decode.d5.loss_mask": 0.7277159079909324, "decode.d5.loss_dice": 1.0641237288713454, "decode.d6.loss_cls": 0.7121164605021477, "decode.d6.loss_mask": 0.71467055529356, "decode.d6.loss_dice": 1.0218126833438874, "decode.d7.loss_cls": 0.7067366287112236, "decode.d7.loss_mask": 0.701710757613182, "decode.d7.loss_dice": 1.0388918578624726, "decode.d8.loss_cls": 0.6566991552710533, "decode.d8.loss_mask": 0.7166905090212822, "decode.d8.loss_dice": 1.0534110009670257, "time": 0.5303568601608276, "memory": 7199, "step": 104000}
{"lr": 3.884315879743437e-06, "data_time": 0.010023140907287597, "grad_norm": 90.00196533203125, "loss": 22.67362051010132, "decode.loss_cls": 0.5248855464160442, "decode.loss_mask": 0.5510671257972717, "decode.loss_dice": 0.9858331769704819, "decode.d0.loss_cls": 1.841044807434082, "decode.d0.loss_mask": 0.6035421967506409, "decode.d0.loss_dice": 1.1947124361991883, "decode.d1.loss_cls": 0.5937626168131829, "decode.d1.loss_mask": 0.5821818619966507, "decode.d1.loss_dice": 1.0826337575912475, "decode.d2.loss_cls": 0.5519265923649073, "decode.d2.loss_mask": 0.5564629465341568, "decode.d2.loss_dice": 1.035217323899269, "decode.d3.loss_cls": 0.5227222997695208, "decode.d3.loss_mask": 0.5476738303899765, "decode.d3.loss_dice": 1.0227255314588546, "decode.d4.loss_cls": 0.5108448546379805, "decode.d4.loss_mask": 0.557219710946083, "decode.d4.loss_dice": 1.0276721596717835, "decode.d5.loss_cls": 0.5297187302261591, "decode.d5.loss_mask": 0.5561382651329041, "decode.d5.loss_dice": 1.0222047001123429, "decode.d6.loss_cls": 0.5692694298923016, "decode.d6.loss_mask": 0.5556076347827912, "decode.d6.loss_dice": 0.9981531620025634, "decode.d7.loss_cls": 0.5287929572165012, "decode.d7.loss_mask": 0.5648139178752899, "decode.d7.loss_dice": 0.9914088308811188, "decode.d8.loss_cls": 0.521309581771493, "decode.d8.loss_mask": 0.5522262305021286, "decode.d8.loss_dice": 0.9918479204177857, "time": 0.5307395935058594, "memory": 7207, "step": 104050}
{"lr": 3.881191625455049e-06, "data_time": 0.009840440750122071, "grad_norm": 85.1867504119873, "loss": 22.131155252456665, "decode.loss_cls": 0.45536924451589583, "decode.loss_mask": 0.6164334416389465, "decode.loss_dice": 0.9820613726973534, "decode.d0.loss_cls": 1.894942045211792, "decode.d0.loss_mask": 0.6858236372470856, "decode.d0.loss_dice": 1.0579875737428666, "decode.d1.loss_cls": 0.49206958934664724, "decode.d1.loss_mask": 0.6624661043286324, "decode.d1.loss_dice": 1.0312418341636658, "decode.d2.loss_cls": 0.4607731677591801, "decode.d2.loss_mask": 0.6399486228823662, "decode.d2.loss_dice": 0.9870885848999024, "decode.d3.loss_cls": 0.43726626262068746, "decode.d3.loss_mask": 0.6373286440968513, "decode.d3.loss_dice": 0.9732635617256165, "decode.d4.loss_cls": 0.4314540050923824, "decode.d4.loss_mask": 0.642600804567337, "decode.d4.loss_dice": 0.9751159280538559, "decode.d5.loss_cls": 0.4483389049768448, "decode.d5.loss_mask": 0.6095390737056732, "decode.d5.loss_dice": 0.9737606108188629, "decode.d6.loss_cls": 0.42012632116675375, "decode.d6.loss_mask": 0.6166480600833892, "decode.d6.loss_dice": 0.962249432504177, "decode.d7.loss_cls": 0.4135877899825573, "decode.d7.loss_mask": 0.6208053693175316, "decode.d7.loss_dice": 0.9785641700029373, "decode.d8.loss_cls": 0.45438689216971395, "decode.d8.loss_mask": 0.6046807855367661, "decode.d8.loss_dice": 0.9652340263128281, "time": 0.556549334526062, "memory": 7228, "step": 104100}
{"lr": 3.878067091703824e-06, "data_time": 0.009753608703613281, "grad_norm": 86.81595497131347, "loss": 26.096139430999756, "decode.loss_cls": 0.46734293513000014, "decode.loss_mask": 0.7386313050985336, "decode.loss_dice": 1.130983579158783, "decode.d0.loss_cls": 2.06284921169281, "decode.d0.loss_mask": 0.8230758786201477, "decode.d0.loss_dice": 1.333966600894928, "decode.d1.loss_cls": 0.6991558507084846, "decode.d1.loss_mask": 0.7844064652919769, "decode.d1.loss_dice": 1.2598469227552413, "decode.d2.loss_cls": 0.5222170293331146, "decode.d2.loss_mask": 0.7808846533298492, "decode.d2.loss_dice": 1.204064017534256, "decode.d3.loss_cls": 0.554691993072629, "decode.d3.loss_mask": 0.7728309571743012, "decode.d3.loss_dice": 1.1680634647607804, "decode.d4.loss_cls": 0.4885649308562279, "decode.d4.loss_mask": 0.7437473058700561, "decode.d4.loss_dice": 1.181452715396881, "decode.d5.loss_cls": 0.47396812289953233, "decode.d5.loss_mask": 0.7500051259994507, "decode.d5.loss_dice": 1.144322794675827, "decode.d6.loss_cls": 0.5051212422549725, "decode.d6.loss_mask": 0.7380089968442917, "decode.d6.loss_dice": 1.1444089978933334, "decode.d7.loss_cls": 0.4088797476142645, "decode.d7.loss_mask": 0.7288525640964508, "decode.d7.loss_dice": 1.1308547258377075, "decode.d8.loss_cls": 0.48754631280899047, "decode.d8.loss_mask": 0.7405162453651428, "decode.d8.loss_dice": 1.1268787682056427, "time": 0.5577189922332764, "memory": 7194, "step": 104150}
{"lr": 3.874942278214548e-06, "data_time": 0.009809541702270507, "grad_norm": 87.56202964782715, "loss": 19.103534507751466, "decode.loss_cls": 0.42098800241947176, "decode.loss_mask": 0.4456987798213959, "decode.loss_dice": 0.7867182195186615, "decode.d0.loss_cls": 1.997159492969513, "decode.d0.loss_mask": 0.509610901772976, "decode.d0.loss_dice": 0.891807597875595, "decode.d1.loss_cls": 0.684028048813343, "decode.d1.loss_mask": 0.45613686740398407, "decode.d1.loss_dice": 0.8057361453771591, "decode.d2.loss_cls": 0.6392203480005264, "decode.d2.loss_mask": 0.4433878391981125, "decode.d2.loss_dice": 0.8031259179115295, "decode.d3.loss_cls": 0.5330900475382805, "decode.d3.loss_mask": 0.4387375324964523, "decode.d3.loss_dice": 0.7672821074724198, "decode.d4.loss_cls": 0.5052309066057206, "decode.d4.loss_mask": 0.43653600960969924, "decode.d4.loss_dice": 0.7769421130418778, "decode.d5.loss_cls": 0.48271590918302537, "decode.d5.loss_mask": 0.43801857233047486, "decode.d5.loss_dice": 0.7781698703765869, "decode.d6.loss_cls": 0.4981289729475975, "decode.d6.loss_mask": 0.44014504104852675, "decode.d6.loss_dice": 0.7491909682750701, "decode.d7.loss_cls": 0.4839214041829109, "decode.d7.loss_mask": 0.4414555549621582, "decode.d7.loss_dice": 0.7489727944135666, "decode.d8.loss_cls": 0.4723948732018471, "decode.d8.loss_mask": 0.44305465519428255, "decode.d8.loss_dice": 0.7859288394451142, "time": 0.5604970455169678, "memory": 7208, "step": 104200}
{"lr": 3.871817184711478e-06, "data_time": 0.009728169441223145, "grad_norm": 90.2123233795166, "loss": 17.957597303390504, "decode.loss_cls": 0.4363358788192272, "decode.loss_mask": 0.376391139626503, "decode.loss_dice": 0.7595612913370132, "decode.d0.loss_cls": 2.0705278754234313, "decode.d0.loss_mask": 0.4237116724252701, "decode.d0.loss_dice": 0.8706258058547973, "decode.d1.loss_cls": 0.5895069941878319, "decode.d1.loss_mask": 0.4376544326543808, "decode.d1.loss_dice": 0.8490038633346557, "decode.d2.loss_cls": 0.5394265219569206, "decode.d2.loss_mask": 0.4017670199275017, "decode.d2.loss_dice": 0.787798447906971, "decode.d3.loss_cls": 0.423359814286232, "decode.d3.loss_mask": 0.39427518248558047, "decode.d3.loss_dice": 0.7844208598136901, "decode.d4.loss_cls": 0.39952635690569877, "decode.d4.loss_mask": 0.39898336976766585, "decode.d4.loss_dice": 0.7946296840906143, "decode.d5.loss_cls": 0.40120869427919387, "decode.d5.loss_mask": 0.3917239189147949, "decode.d5.loss_dice": 0.7580455183982849, "decode.d6.loss_cls": 0.4189690947532654, "decode.d6.loss_mask": 0.39811961352825165, "decode.d6.loss_dice": 0.7702093765139579, "decode.d7.loss_cls": 0.3844187155365944, "decode.d7.loss_mask": 0.40660648196935656, "decode.d7.loss_dice": 0.7636406973004342, "decode.d8.loss_cls": 0.3627833850681782, "decode.d8.loss_mask": 0.4126693859696388, "decode.d8.loss_dice": 0.7516967087984086, "time": 0.5327516555786133, "memory": 7303, "step": 104250}
{"lr": 3.868691810918356e-06, "data_time": 0.009862256050109864, "grad_norm": 89.7066551208496, "loss": 19.84835033416748, "decode.loss_cls": 0.48915753662586214, "decode.loss_mask": 0.6007289588451385, "decode.loss_dice": 0.6633593782782554, "decode.d0.loss_cls": 2.0509863972663878, "decode.d0.loss_mask": 0.6189844608306885, "decode.d0.loss_dice": 0.802983283996582, "decode.d1.loss_cls": 0.6546462669968605, "decode.d1.loss_mask": 0.6055517107248306, "decode.d1.loss_dice": 0.7747920870780944, "decode.d2.loss_cls": 0.6964715287089348, "decode.d2.loss_mask": 0.5713097751140594, "decode.d2.loss_dice": 0.6777075812220573, "decode.d3.loss_cls": 0.5839841037988662, "decode.d3.loss_mask": 0.564547261595726, "decode.d3.loss_dice": 0.6547215163707734, "decode.d4.loss_cls": 0.5370611444115638, "decode.d4.loss_mask": 0.617954084277153, "decode.d4.loss_dice": 0.6762380942702293, "decode.d5.loss_cls": 0.4975820153951645, "decode.d5.loss_mask": 0.587074801325798, "decode.d5.loss_dice": 0.6570719718933106, "decode.d6.loss_cls": 0.5075485214591027, "decode.d6.loss_mask": 0.5830500930547714, "decode.d6.loss_dice": 0.6610326021909714, "decode.d7.loss_cls": 0.4934039250016212, "decode.d7.loss_mask": 0.5893934458494187, "decode.d7.loss_dice": 0.6685380205512047, "decode.d8.loss_cls": 0.5162428885698318, "decode.d8.loss_mask": 0.576339265704155, "decode.d8.loss_dice": 0.6698872104287148, "time": 0.5305837869644165, "memory": 7192, "step": 104300}
{"lr": 3.865566156558401e-06, "data_time": 0.009865546226501464, "grad_norm": 88.10592536926269, "loss": 24.419306659698485, "decode.loss_cls": 0.7440756693482399, "decode.loss_mask": 0.527859416604042, "decode.loss_dice": 0.885387733578682, "decode.d0.loss_cls": 2.4882232904434205, "decode.d0.loss_mask": 0.557814872264862, "decode.d0.loss_dice": 1.0457000255584716, "decode.d1.loss_cls": 0.8841751426458359, "decode.d1.loss_mask": 0.5722146317362785, "decode.d1.loss_dice": 0.9729935348033905, "decode.d2.loss_cls": 0.8615921303629875, "decode.d2.loss_mask": 0.5369340106844902, "decode.d2.loss_dice": 0.9201942652463913, "decode.d3.loss_cls": 0.8003256738185882, "decode.d3.loss_mask": 0.5598198786377907, "decode.d3.loss_dice": 0.9273327142000198, "decode.d4.loss_cls": 0.8250390857458114, "decode.d4.loss_mask": 0.528420875966549, "decode.d4.loss_dice": 0.9136490792036056, "decode.d5.loss_cls": 0.8462881296873093, "decode.d5.loss_mask": 0.5253687664866448, "decode.d5.loss_dice": 0.8722349882125855, "decode.d6.loss_cls": 0.7473647356033325, "decode.d6.loss_mask": 0.5504032075405121, "decode.d6.loss_dice": 0.9430217057466507, "decode.d7.loss_cls": 0.7609492242336273, "decode.d7.loss_mask": 0.53011514544487, "decode.d7.loss_dice": 0.9010286122560501, "decode.d8.loss_cls": 0.771632730960846, "decode.d8.loss_mask": 0.528320387005806, "decode.d8.loss_dice": 0.8908261835575104, "time": 0.5309290885925293, "memory": 7238, "step": 104350}
{"lr": 3.8624402213543145e-06, "data_time": 0.009634876251220703, "grad_norm": 89.72280158996583, "loss": 21.469713115692137, "decode.loss_cls": 0.43194013014435767, "decode.loss_mask": 0.5971322000026703, "decode.loss_dice": 0.8174176394939423, "decode.d0.loss_cls": 2.0220592260360717, "decode.d0.loss_mask": 0.656814631819725, "decode.d0.loss_dice": 0.9681329309940339, "decode.d1.loss_cls": 0.6084821060299873, "decode.d1.loss_mask": 0.6538417384028434, "decode.d1.loss_dice": 0.9259946167469024, "decode.d2.loss_cls": 0.562209827452898, "decode.d2.loss_mask": 0.6194333821535111, "decode.d2.loss_dice": 0.8738271415233612, "decode.d3.loss_cls": 0.5305019035935402, "decode.d3.loss_mask": 0.6599791258573532, "decode.d3.loss_dice": 0.8341025531291961, "decode.d4.loss_cls": 0.49909173175692556, "decode.d4.loss_mask": 0.6426324859261513, "decode.d4.loss_dice": 0.8334160774946213, "decode.d5.loss_cls": 0.45033093392848966, "decode.d5.loss_mask": 0.6328410655260086, "decode.d5.loss_dice": 0.8443578690290451, "decode.d6.loss_cls": 0.44328011870384215, "decode.d6.loss_mask": 0.6335676193237305, "decode.d6.loss_dice": 0.843415179848671, "decode.d7.loss_cls": 0.4784068249166012, "decode.d7.loss_mask": 0.6343479573726654, "decode.d7.loss_dice": 0.8238176882266999, "decode.d8.loss_cls": 0.46947927102446557, "decode.d8.loss_mask": 0.61694345921278, "decode.d8.loss_dice": 0.8619150370359421, "time": 0.5314703464508057, "memory": 7261, "step": 104400}
{"lr": 3.859314005028265e-06, "data_time": 0.009371566772460937, "grad_norm": 90.7625659942627, "loss": 26.777931022644044, "decode.loss_cls": 0.4260667361319065, "decode.loss_mask": 0.5858843326568604, "decode.loss_dice": 1.387454667687416, "decode.d0.loss_cls": 2.1630303025245667, "decode.d0.loss_mask": 0.6965212315320969, "decode.d0.loss_dice": 1.676898369193077, "decode.d1.loss_cls": 0.6095737427473068, "decode.d1.loss_mask": 0.6674706965684891, "decode.d1.loss_dice": 1.5431275755167007, "decode.d2.loss_cls": 0.59283949136734, "decode.d2.loss_mask": 0.5845388293266296, "decode.d2.loss_dice": 1.412214332818985, "decode.d3.loss_cls": 0.4852567493915558, "decode.d3.loss_mask": 0.599299642443657, "decode.d3.loss_dice": 1.4041125178337097, "decode.d4.loss_cls": 0.4765918478369713, "decode.d4.loss_mask": 0.5809197038412094, "decode.d4.loss_dice": 1.4024692535400392, "decode.d5.loss_cls": 0.4468957051634789, "decode.d5.loss_mask": 0.573293149471283, "decode.d5.loss_dice": 1.3812965422868728, "decode.d6.loss_cls": 0.4358066603541374, "decode.d6.loss_mask": 0.5693198204040527, "decode.d6.loss_dice": 1.3574680656194686, "decode.d7.loss_cls": 0.42233251705765723, "decode.d7.loss_mask": 0.564726534485817, "decode.d7.loss_dice": 1.3500560700893403, "decode.d8.loss_cls": 0.4469740763306618, "decode.d8.loss_mask": 0.5687233835458756, "decode.d8.loss_dice": 1.3667690336704255, "time": 0.5327144145965577, "memory": 7227, "step": 104450}
{"lr": 3.856187507301905e-06, "data_time": 0.009330344200134278, "grad_norm": 91.14644927978516, "loss": 16.67273588180542, "decode.loss_cls": 0.4188032545149326, "decode.loss_mask": 0.44086102545261385, "decode.loss_dice": 0.6088942527770996, "decode.d0.loss_cls": 1.87780601978302, "decode.d0.loss_mask": 0.4803795024752617, "decode.d0.loss_dice": 0.7397612363100052, "decode.d1.loss_cls": 0.4938910871744156, "decode.d1.loss_mask": 0.46418476700782774, "decode.d1.loss_dice": 0.7047919556498528, "decode.d2.loss_cls": 0.5041924875229598, "decode.d2.loss_mask": 0.44585445076227187, "decode.d2.loss_dice": 0.6475431695580482, "decode.d3.loss_cls": 0.42904558032751083, "decode.d3.loss_mask": 0.4499107778072357, "decode.d3.loss_dice": 0.5978260047733783, "decode.d4.loss_cls": 0.3927219144999981, "decode.d4.loss_mask": 0.440384816378355, "decode.d4.loss_dice": 0.62917989641428, "decode.d5.loss_cls": 0.40275480411946774, "decode.d5.loss_mask": 0.4478570893406868, "decode.d5.loss_dice": 0.60827432051301, "decode.d6.loss_cls": 0.41514134034514427, "decode.d6.loss_mask": 0.4434784337878227, "decode.d6.loss_dice": 0.5977851159870624, "decode.d7.loss_cls": 0.40488673448562623, "decode.d7.loss_mask": 0.4456306785345078, "decode.d7.loss_dice": 0.6230564817786217, "decode.d8.loss_cls": 0.4453203253448009, "decode.d8.loss_mask": 0.4439075648784637, "decode.d8.loss_dice": 0.6286117635667324, "time": 0.5316689252853394, "memory": 7225, "step": 104500}
{"lr": 3.853060727896353e-06, "data_time": 0.009413337707519532, "grad_norm": 100.33145904541016, "loss": 22.449736213684083, "decode.loss_cls": 0.6669334903359413, "decode.loss_mask": 0.5632754504680634, "decode.loss_dice": 0.8330801174044609, "decode.d0.loss_cls": 1.9632849752902986, "decode.d0.loss_mask": 0.5854523450136184, "decode.d0.loss_dice": 1.0386688143014908, "decode.d1.loss_cls": 0.7079047471284866, "decode.d1.loss_mask": 0.6265277028083801, "decode.d1.loss_dice": 0.9496592164039612, "decode.d2.loss_cls": 0.7118820756673813, "decode.d2.loss_mask": 0.6078143328428268, "decode.d2.loss_dice": 0.8791557103395462, "decode.d3.loss_cls": 0.6988780423998833, "decode.d3.loss_mask": 0.5553551822900772, "decode.d3.loss_dice": 0.8303572863340378, "decode.d4.loss_cls": 0.6770865395665169, "decode.d4.loss_mask": 0.5456765919923783, "decode.d4.loss_dice": 0.8493594318628311, "decode.d5.loss_cls": 0.6452902317047119, "decode.d5.loss_mask": 0.5567303597927094, "decode.d5.loss_dice": 0.845607316493988, "decode.d6.loss_cls": 0.6428770408034324, "decode.d6.loss_mask": 0.5628097176551818, "decode.d6.loss_dice": 0.8348093628883362, "decode.d7.loss_cls": 0.6011710047721863, "decode.d7.loss_mask": 0.5706327736377717, "decode.d7.loss_dice": 0.856887300312519, "decode.d8.loss_cls": 0.632241789996624, "decode.d8.loss_mask": 0.5707131892442703, "decode.d8.loss_dice": 0.8396132707595825, "time": 0.5318339347839356, "memory": 7299, "step": 104550}
{"lr": 3.849933666532205e-06, "data_time": 0.009491467475891113, "grad_norm": 97.45590209960938, "loss": 21.776520442962646, "decode.loss_cls": 0.4589811697602272, "decode.loss_mask": 0.5912672623991966, "decode.loss_dice": 0.8490639418363571, "decode.d0.loss_cls": 2.1408279299736024, "decode.d0.loss_mask": 0.6260516315698623, "decode.d0.loss_dice": 1.0429843068122864, "decode.d1.loss_cls": 0.7803034022450447, "decode.d1.loss_mask": 0.5767294406890869, "decode.d1.loss_dice": 0.9214419275522232, "decode.d2.loss_cls": 0.5666209369897842, "decode.d2.loss_mask": 0.6184272259473801, "decode.d2.loss_dice": 0.9127395033836365, "decode.d3.loss_cls": 0.54173194617033, "decode.d3.loss_mask": 0.60677120834589, "decode.d3.loss_dice": 0.8688155680894851, "decode.d4.loss_cls": 0.4886459156870842, "decode.d4.loss_mask": 0.5971042960882187, "decode.d4.loss_dice": 0.871265035867691, "decode.d5.loss_cls": 0.49582344889640806, "decode.d5.loss_mask": 0.5859892293810844, "decode.d5.loss_dice": 0.8669031739234925, "decode.d6.loss_cls": 0.45312529951334, "decode.d6.loss_mask": 0.5948904529213905, "decode.d6.loss_dice": 0.855878871679306, "decode.d7.loss_cls": 0.47506084069609644, "decode.d7.loss_mask": 0.5872760772705078, "decode.d7.loss_dice": 0.8768055230379105, "decode.d8.loss_cls": 0.46834212988615037, "decode.d8.loss_mask": 0.5946144253015518, "decode.d8.loss_dice": 0.8620377838611603, "time": 0.5325744867324829, "memory": 7261, "step": 104600}
{"lr": 3.846806322929525e-06, "data_time": 0.009502363204956055, "grad_norm": 92.82401275634766, "loss": 23.218421077728273, "decode.loss_cls": 0.6087034910917282, "decode.loss_mask": 0.5510515004396439, "decode.loss_dice": 0.9692132472991943, "decode.d0.loss_cls": 2.064361810684204, "decode.d0.loss_mask": 0.5963454425334931, "decode.d0.loss_dice": 1.0955201625823974, "decode.d1.loss_cls": 0.8131527520716191, "decode.d1.loss_mask": 0.5688792318105698, "decode.d1.loss_dice": 1.0001868784427643, "decode.d2.loss_cls": 0.7425915375351906, "decode.d2.loss_mask": 0.558867734670639, "decode.d2.loss_dice": 0.9791470170021057, "decode.d3.loss_cls": 0.6296053640544415, "decode.d3.loss_mask": 0.5651510402560234, "decode.d3.loss_dice": 0.9618561863899231, "decode.d4.loss_cls": 0.5879952147603035, "decode.d4.loss_mask": 0.5650862783193589, "decode.d4.loss_dice": 0.9972221791744232, "decode.d5.loss_cls": 0.5878873974084854, "decode.d5.loss_mask": 0.5529571563005448, "decode.d5.loss_dice": 0.9758893460035324, "decode.d6.loss_cls": 0.5766394145786762, "decode.d6.loss_mask": 0.5446785539388657, "decode.d6.loss_dice": 0.9479659825563431, "decode.d7.loss_cls": 0.5426399186253548, "decode.d7.loss_mask": 0.5544946998357773, "decode.d7.loss_dice": 0.9728449434041977, "decode.d8.loss_cls": 0.6088591188192367, "decode.d8.loss_mask": 0.5434702530503273, "decode.d8.loss_dice": 0.9551573097705841, "time": 0.5583598613739014, "memory": 7194, "step": 104650}
{"lr": 3.843678696807848e-06, "data_time": 0.0092482328414917, "grad_norm": 94.0592529296875, "loss": 21.327377796173096, "decode.loss_cls": 0.4632346987724304, "decode.loss_mask": 0.7078312039375305, "decode.loss_dice": 0.717411856353283, "decode.d0.loss_cls": 1.9463956236839295, "decode.d0.loss_mask": 0.8569361120462418, "decode.d0.loss_dice": 0.9557599782943725, "decode.d1.loss_cls": 0.5733933448791504, "decode.d1.loss_mask": 0.7519810020923614, "decode.d1.loss_dice": 0.8176411300897598, "decode.d2.loss_cls": 0.5661863580346107, "decode.d2.loss_mask": 0.7202798619866371, "decode.d2.loss_dice": 0.7652830883860589, "decode.d3.loss_cls": 0.5165037855505943, "decode.d3.loss_mask": 0.7262213990092278, "decode.d3.loss_dice": 0.7350123286247253, "decode.d4.loss_cls": 0.49181691110134124, "decode.d4.loss_mask": 0.7153624296188354, "decode.d4.loss_dice": 0.7511207297444343, "decode.d5.loss_cls": 0.47353704273700714, "decode.d5.loss_mask": 0.7050377681851387, "decode.d5.loss_dice": 0.7459127530455589, "decode.d6.loss_cls": 0.42448284178972245, "decode.d6.loss_mask": 0.6967749029397965, "decode.d6.loss_dice": 0.7352839052677155, "decode.d7.loss_cls": 0.45337650924921036, "decode.d7.loss_mask": 0.7118687331676483, "decode.d7.loss_dice": 0.725926062464714, "decode.d8.loss_cls": 0.4079589046537876, "decode.d8.loss_mask": 0.7468997865915299, "decode.d8.loss_dice": 0.7219471067190171, "time": 0.5569705963134766, "memory": 7193, "step": 104700}
{"lr": 3.840550787886173e-06, "data_time": 0.009395933151245118, "grad_norm": 84.3732135772705, "loss": 17.72085952758789, "decode.loss_cls": 0.2789206959307194, "decode.loss_mask": 0.5058934241533279, "decode.loss_dice": 0.7445999503135681, "decode.d0.loss_cls": 1.8279462158679962, "decode.d0.loss_mask": 0.5838613748550415, "decode.d0.loss_dice": 0.8745139956474304, "decode.d1.loss_cls": 0.43922425210475924, "decode.d1.loss_mask": 0.5297921985387802, "decode.d1.loss_dice": 0.8160860806703567, "decode.d2.loss_cls": 0.35116693899035456, "decode.d2.loss_mask": 0.5489614307880402, "decode.d2.loss_dice": 0.7970157027244568, "decode.d3.loss_cls": 0.3161902755498886, "decode.d3.loss_mask": 0.5275561183691024, "decode.d3.loss_dice": 0.775410583615303, "decode.d4.loss_cls": 0.30854899883270265, "decode.d4.loss_mask": 0.5176614552736283, "decode.d4.loss_dice": 0.760808390378952, "decode.d5.loss_cls": 0.3025488771498203, "decode.d5.loss_mask": 0.5222720861434936, "decode.d5.loss_dice": 0.7771135449409485, "decode.d6.loss_cls": 0.28437853157520293, "decode.d6.loss_mask": 0.5099146127700805, "decode.d6.loss_dice": 0.74422367811203, "decode.d7.loss_cls": 0.27491717487573625, "decode.d7.loss_mask": 0.5041515380144119, "decode.d7.loss_dice": 0.754924938082695, "decode.d8.loss_cls": 0.2822274088859558, "decode.d8.loss_mask": 0.5077156692743301, "decode.d8.loss_dice": 0.7523132264614105, "time": 0.5349660396575928, "memory": 7223, "step": 104750}
{"lr": 3.837422595882964e-06, "data_time": 0.009424138069152831, "grad_norm": 81.9590087890625, "loss": 19.89538631439209, "decode.loss_cls": 0.445004740357399, "decode.loss_mask": 0.4972846582531929, "decode.loss_dice": 0.7954733192920684, "decode.d0.loss_cls": 2.1180943846702576, "decode.d0.loss_mask": 0.541020293533802, "decode.d0.loss_dice": 0.953749093413353, "decode.d1.loss_cls": 0.617884274572134, "decode.d1.loss_mask": 0.4903095722198486, "decode.d1.loss_dice": 0.8608064711093902, "decode.d2.loss_cls": 0.60981455296278, "decode.d2.loss_mask": 0.4965549558401108, "decode.d2.loss_dice": 0.8237499564886093, "decode.d3.loss_cls": 0.561404287815094, "decode.d3.loss_mask": 0.4884830147027969, "decode.d3.loss_dice": 0.7947842329740524, "decode.d4.loss_cls": 0.48864277452230453, "decode.d4.loss_mask": 0.49040933698415756, "decode.d4.loss_dice": 0.8085980981588363, "decode.d5.loss_cls": 0.48479807674884795, "decode.d5.loss_mask": 0.4998179689049721, "decode.d5.loss_dice": 0.8026201158761979, "decode.d6.loss_cls": 0.443116195499897, "decode.d6.loss_mask": 0.5003197461366653, "decode.d6.loss_dice": 0.8110715121030807, "decode.d7.loss_cls": 0.4381785459816456, "decode.d7.loss_mask": 0.501539358496666, "decode.d7.loss_dice": 0.8148844361305236, "decode.d8.loss_cls": 0.40349087342619894, "decode.d8.loss_mask": 0.49633770287036894, "decode.d8.loss_dice": 0.8171423703432084, "time": 0.5326163530349731, "memory": 7235, "step": 104800}
{"lr": 3.834294120516163e-06, "data_time": 0.009305429458618165, "grad_norm": 90.82332649230958, "loss": 23.922636222839355, "decode.loss_cls": 0.6148417800664902, "decode.loss_mask": 0.5467392995953559, "decode.loss_dice": 0.9448130995035171, "decode.d0.loss_cls": 2.457731473445892, "decode.d0.loss_mask": 0.6565060824155807, "decode.d0.loss_dice": 1.1833511888980865, "decode.d1.loss_cls": 0.7739825308322906, "decode.d1.loss_mask": 0.5774258658289909, "decode.d1.loss_dice": 1.0093425124883653, "decode.d2.loss_cls": 0.7083586633205414, "decode.d2.loss_mask": 0.5734622299671173, "decode.d2.loss_dice": 0.9967089474201203, "decode.d3.loss_cls": 0.6787923648953438, "decode.d3.loss_mask": 0.5571866154670715, "decode.d3.loss_dice": 0.9533911347389221, "decode.d4.loss_cls": 0.6268806770443917, "decode.d4.loss_mask": 0.5626104637980461, "decode.d4.loss_dice": 0.9736948132514953, "decode.d5.loss_cls": 0.638821417093277, "decode.d5.loss_mask": 0.5490833207964897, "decode.d5.loss_dice": 0.9690336167812348, "decode.d6.loss_cls": 0.6037828922271729, "decode.d6.loss_mask": 0.5533385798335075, "decode.d6.loss_dice": 0.9669008553028107, "decode.d7.loss_cls": 0.6321342155337334, "decode.d7.loss_mask": 0.5487864837050438, "decode.d7.loss_dice": 0.9562955796718597, "decode.d8.loss_cls": 0.6104571625590325, "decode.d8.loss_mask": 0.5484679773449898, "decode.d8.loss_dice": 0.9497155100107193, "time": 0.5318254947662353, "memory": 7234, "step": 104850}
{"lr": 3.831165361503156e-06, "data_time": 0.009384822845458985, "grad_norm": 77.62537269592285, "loss": 22.81977834701538, "decode.loss_cls": 0.3795475482940674, "decode.loss_mask": 0.5184056431055069, "decode.loss_dice": 1.0733050107955933, "decode.d0.loss_cls": 2.140592110157013, "decode.d0.loss_mask": 0.5663171231746673, "decode.d0.loss_dice": 1.260122573375702, "decode.d1.loss_cls": 0.6624064773321152, "decode.d1.loss_mask": 0.5631696492433548, "decode.d1.loss_dice": 1.1708174407482148, "decode.d2.loss_cls": 0.48936000317335127, "decode.d2.loss_mask": 0.5689849376678466, "decode.d2.loss_dice": 1.1660464823246002, "decode.d3.loss_cls": 0.485010401904583, "decode.d3.loss_mask": 0.550362765789032, "decode.d3.loss_dice": 1.100434774160385, "decode.d4.loss_cls": 0.445365235209465, "decode.d4.loss_mask": 0.53970285654068, "decode.d4.loss_dice": 1.0876547515392303, "decode.d5.loss_cls": 0.4088599681854248, "decode.d5.loss_mask": 0.5327481389045715, "decode.d5.loss_dice": 1.1100393533706665, "decode.d6.loss_cls": 0.38846255838871, "decode.d6.loss_mask": 0.5294892936944962, "decode.d6.loss_dice": 1.1126641571521758, "decode.d7.loss_cls": 0.37988642752170565, "decode.d7.loss_mask": 0.516185387969017, "decode.d7.loss_dice": 1.0675069212913513, "decode.d8.loss_cls": 0.3564367078244686, "decode.d8.loss_mask": 0.5282581835985184, "decode.d8.loss_dice": 1.1216351091861725, "time": 0.5335131406784057, "memory": 7224, "step": 104900}
{"lr": 3.828036318560799e-06, "data_time": 0.009539198875427247, "grad_norm": 88.09899291992187, "loss": 26.886120414733888, "decode.loss_cls": 0.7750519931316375, "decode.loss_mask": 0.6625621676445007, "decode.loss_dice": 1.0174533128738403, "decode.d0.loss_cls": 2.531177353858948, "decode.d0.loss_mask": 0.74159274995327, "decode.d0.loss_dice": 1.2145952761173249, "decode.d1.loss_cls": 0.8608568102121353, "decode.d1.loss_mask": 0.6902457684278488, "decode.d1.loss_dice": 1.1217180758714675, "decode.d2.loss_cls": 0.7765849083662033, "decode.d2.loss_mask": 0.6901485919952393, "decode.d2.loss_dice": 1.076339638233185, "decode.d3.loss_cls": 0.7454622060060501, "decode.d3.loss_mask": 0.6646799683570862, "decode.d3.loss_dice": 1.0518496930599213, "decode.d4.loss_cls": 0.7198713064193726, "decode.d4.loss_mask": 0.6685672849416733, "decode.d4.loss_dice": 1.0520357012748718, "decode.d5.loss_cls": 0.7233740448951721, "decode.d5.loss_mask": 0.6660524576902389, "decode.d5.loss_dice": 1.0538165867328644, "decode.d6.loss_cls": 0.796228876709938, "decode.d6.loss_mask": 0.6603985786437988, "decode.d6.loss_dice": 1.0033556282520295, "decode.d7.loss_cls": 0.7821691498160362, "decode.d7.loss_mask": 0.6601344913244247, "decode.d7.loss_dice": 1.0165841579437256, "decode.d8.loss_cls": 0.8078609585762024, "decode.d8.loss_mask": 0.6453150600194931, "decode.d8.loss_dice": 1.010038286447525, "time": 0.5369102239608765, "memory": 7287, "step": 104950}
{"lr": 3.8249069914054095e-06, "data_time": 0.009133481979370117, "grad_norm": 100.23690948486328, "loss": 20.1073860168457, "decode.loss_cls": 0.5182688377797604, "decode.loss_mask": 0.5092047393321991, "decode.loss_dice": 0.7739629864692688, "decode.d0.loss_cls": 1.9604169249534606, "decode.d0.loss_mask": 0.543978574872017, "decode.d0.loss_dice": 0.9133833706378937, "decode.d1.loss_cls": 0.6225169494748115, "decode.d1.loss_mask": 0.5072084903717041, "decode.d1.loss_dice": 0.8382569581270218, "decode.d2.loss_cls": 0.5822607263922691, "decode.d2.loss_mask": 0.5008783131837845, "decode.d2.loss_dice": 0.794413760304451, "decode.d3.loss_cls": 0.5662681799381971, "decode.d3.loss_mask": 0.49400275349617007, "decode.d3.loss_dice": 0.7694952890276909, "decode.d4.loss_cls": 0.5846188940107823, "decode.d4.loss_mask": 0.5048952460289001, "decode.d4.loss_dice": 0.769228395819664, "decode.d5.loss_cls": 0.5414045874029398, "decode.d5.loss_mask": 0.5019254714250565, "decode.d5.loss_dice": 0.7974154993891716, "decode.d6.loss_cls": 0.5546392161399126, "decode.d6.loss_mask": 0.49737732410430907, "decode.d6.loss_dice": 0.7868967384099961, "decode.d7.loss_cls": 0.5444861102849246, "decode.d7.loss_mask": 0.506517481803894, "decode.d7.loss_dice": 0.7891594648361206, "decode.d8.loss_cls": 0.5451465375721455, "decode.d8.loss_mask": 0.4988482385873795, "decode.d8.loss_dice": 0.7903100848197937, "time": 0.533319067955017, "memory": 7204, "step": 105000}
{"aAcc": 84.02, "mIoU": 52.17, "mAcc": 65.92, "data_time": 0.0018890236478402796, "time": 0.18403802544947165, "step": 105000}
{"lr": 3.821777379752758e-06, "data_time": 0.009761357307434082, "grad_norm": 109.88981094360352, "loss": 22.615608119964598, "decode.loss_cls": 0.40021398216485976, "decode.loss_mask": 0.5999933987855911, "decode.loss_dice": 0.9416584014892578, "decode.d0.loss_cls": 2.299997115135193, "decode.d0.loss_mask": 0.665589702129364, "decode.d0.loss_dice": 1.1545293211936951, "decode.d1.loss_cls": 0.6673915594816208, "decode.d1.loss_mask": 0.6380660474300385, "decode.d1.loss_dice": 1.0447620451450348, "decode.d2.loss_cls": 0.5144616663455963, "decode.d2.loss_mask": 0.6114533767104149, "decode.d2.loss_dice": 1.0440340161323547, "decode.d3.loss_cls": 0.4974633172154427, "decode.d3.loss_mask": 0.5951691210269928, "decode.d3.loss_dice": 0.9429124355316162, "decode.d4.loss_cls": 0.483373062312603, "decode.d4.loss_mask": 0.6009162560105323, "decode.d4.loss_dice": 0.9389074206352234, "decode.d5.loss_cls": 0.5034177795052528, "decode.d5.loss_mask": 0.6000722378492356, "decode.d5.loss_dice": 0.970293915271759, "decode.d6.loss_cls": 0.466054268181324, "decode.d6.loss_mask": 0.6048554420471192, "decode.d6.loss_dice": 0.9423135638236999, "decode.d7.loss_cls": 0.40890891551971437, "decode.d7.loss_mask": 0.6000323742628098, "decode.d7.loss_dice": 0.9396423935890198, "decode.d8.loss_cls": 0.3940723493695259, "decode.d8.loss_mask": 0.6018673554062843, "decode.d8.loss_dice": 0.9431845426559449, "time": 0.5377723455429078, "memory": 7233, "step": 105050}
{"lr": 3.818647483318078e-06, "data_time": 0.009959077835083008, "grad_norm": 79.45945739746094, "loss": 21.203199672698975, "decode.loss_cls": 0.3278431504964828, "decode.loss_mask": 0.571191382408142, "decode.loss_dice": 0.9412145793437958, "decode.d0.loss_cls": 2.0011176109313964, "decode.d0.loss_mask": 0.6498811781406403, "decode.d0.loss_dice": 1.1240561544895171, "decode.d1.loss_cls": 0.5180682107806206, "decode.d1.loss_mask": 0.5996528625488281, "decode.d1.loss_dice": 1.0258624881505967, "decode.d2.loss_cls": 0.4002657011151314, "decode.d2.loss_mask": 0.601597610116005, "decode.d2.loss_dice": 0.9765720397233963, "decode.d3.loss_cls": 0.40450806468725203, "decode.d3.loss_mask": 0.586687234044075, "decode.d3.loss_dice": 0.9563570380210876, "decode.d4.loss_cls": 0.48199793249368666, "decode.d4.loss_mask": 0.5717156618833542, "decode.d4.loss_dice": 0.9755175530910491, "decode.d5.loss_cls": 0.37461117953062056, "decode.d5.loss_mask": 0.5787635058164596, "decode.d5.loss_dice": 0.9645285427570343, "decode.d6.loss_cls": 0.33798195868730546, "decode.d6.loss_mask": 0.5874841779470443, "decode.d6.loss_dice": 0.9538614243268967, "decode.d7.loss_cls": 0.3069035574793816, "decode.d7.loss_mask": 0.5869961112737656, "decode.d7.loss_dice": 0.9667718559503555, "decode.d8.loss_cls": 0.31819584369659426, "decode.d8.loss_mask": 0.5625778287649155, "decode.d8.loss_dice": 0.9504174619913102, "time": 0.535394287109375, "memory": 7235, "step": 105100}
{"lr": 3.815517301816055e-06, "data_time": 0.009953045845031738, "grad_norm": 89.65196380615234, "loss": 20.37197599411011, "decode.loss_cls": 0.4143868677318096, "decode.loss_mask": 0.6370815515518189, "decode.loss_dice": 0.8102696597576141, "decode.d0.loss_cls": 2.086933135986328, "decode.d0.loss_mask": 0.6781012833118438, "decode.d0.loss_dice": 0.9095797955989837, "decode.d1.loss_cls": 0.4441581964492798, "decode.d1.loss_mask": 0.6458799839019775, "decode.d1.loss_dice": 0.92206189930439, "decode.d2.loss_cls": 0.3453148610889912, "decode.d2.loss_mask": 0.632686871290207, "decode.d2.loss_dice": 0.8621922492980957, "decode.d3.loss_cls": 0.40581350326538085, "decode.d3.loss_mask": 0.6332171946763993, "decode.d3.loss_dice": 0.8399233639240264, "decode.d4.loss_cls": 0.3798926495015621, "decode.d4.loss_mask": 0.6320622533559799, "decode.d4.loss_dice": 0.8240688502788543, "decode.d5.loss_cls": 0.3976120099425316, "decode.d5.loss_mask": 0.6262687310576439, "decode.d5.loss_dice": 0.8165082454681396, "decode.d6.loss_cls": 0.3598665177822113, "decode.d6.loss_mask": 0.6442557349801064, "decode.d6.loss_dice": 0.8064754962921142, "decode.d7.loss_cls": 0.36697589308023454, "decode.d7.loss_mask": 0.6316627517342568, "decode.d7.loss_dice": 0.7971027016639709, "decode.d8.loss_cls": 0.3703950233757496, "decode.d8.loss_mask": 0.6448614373803139, "decode.d8.loss_dice": 0.8063669860363006, "time": 0.5343668460845947, "memory": 7238, "step": 105150}
{"lr": 3.812386834960833e-06, "data_time": 0.009855365753173828, "grad_norm": 106.08890113830566, "loss": 22.183398056030274, "decode.loss_cls": 0.4885290406644344, "decode.loss_mask": 0.5975532323122025, "decode.loss_dice": 0.8827863991260528, "decode.d0.loss_cls": 1.928190541267395, "decode.d0.loss_mask": 0.7237207770347596, "decode.d0.loss_dice": 1.070934495329857, "decode.d1.loss_cls": 0.616779388487339, "decode.d1.loss_mask": 0.6213367640972137, "decode.d1.loss_dice": 0.9328157901763916, "decode.d2.loss_cls": 0.6107402160763741, "decode.d2.loss_mask": 0.6387970313429833, "decode.d2.loss_dice": 0.9209929198026657, "decode.d3.loss_cls": 0.5272166151553392, "decode.d3.loss_mask": 0.6374667897820473, "decode.d3.loss_dice": 0.9286827385425568, "decode.d4.loss_cls": 0.5259939692914486, "decode.d4.loss_mask": 0.6266812965273857, "decode.d4.loss_dice": 0.9168527722358704, "decode.d5.loss_cls": 0.4871581010520458, "decode.d5.loss_mask": 0.6059681594371795, "decode.d5.loss_dice": 0.905036273598671, "decode.d6.loss_cls": 0.49893457517027856, "decode.d6.loss_mask": 0.6170032173395157, "decode.d6.loss_dice": 0.9117920905351639, "decode.d7.loss_cls": 0.49371841475367545, "decode.d7.loss_mask": 0.5950936123728752, "decode.d7.loss_dice": 0.888892126083374, "decode.d8.loss_cls": 0.4925795368850231, "decode.d8.loss_mask": 0.5982668474316597, "decode.d8.loss_dice": 0.8928835421800614, "time": 0.5351412057876587, "memory": 7276, "step": 105200}
{"lr": 3.809256082465998e-06, "data_time": 0.00987105369567871, "grad_norm": 93.49489402770996, "loss": 18.833792972564698, "decode.loss_cls": 0.4241459913551807, "decode.loss_mask": 0.48266481012105944, "decode.loss_dice": 0.7044009119272232, "decode.d0.loss_cls": 2.091545057296753, "decode.d0.loss_mask": 0.6200225785374641, "decode.d0.loss_dice": 0.883001047372818, "decode.d1.loss_cls": 0.6088750854134559, "decode.d1.loss_mask": 0.5085556715726852, "decode.d1.loss_dice": 0.7367118746042252, "decode.d2.loss_cls": 0.5765193402767181, "decode.d2.loss_mask": 0.5066569715738296, "decode.d2.loss_dice": 0.7445616394281387, "decode.d3.loss_cls": 0.5341491907835006, "decode.d3.loss_mask": 0.483096618950367, "decode.d3.loss_dice": 0.7175115704536438, "decode.d4.loss_cls": 0.49456715770065784, "decode.d4.loss_mask": 0.49061859101057054, "decode.d4.loss_dice": 0.7115018337965011, "decode.d5.loss_cls": 0.4512398850172758, "decode.d5.loss_mask": 0.4762705296278, "decode.d5.loss_dice": 0.7005259603261947, "decode.d6.loss_cls": 0.4688853591680527, "decode.d6.loss_mask": 0.47638064026832583, "decode.d6.loss_dice": 0.6816863059997559, "decode.d7.loss_cls": 0.47165315560996535, "decode.d7.loss_mask": 0.47347297221422197, "decode.d7.loss_dice": 0.6810492187738418, "decode.d8.loss_cls": 0.47087960690259933, "decode.d8.loss_mask": 0.48480304479599, "decode.d8.loss_dice": 0.6778394311666489, "time": 0.5323811769485474, "memory": 7203, "step": 105250}
{"lr": 3.806125044044596e-06, "data_time": 0.009908747673034669, "grad_norm": 90.48176345825195, "loss": 20.26804437637329, "decode.loss_cls": 0.4343819059431553, "decode.loss_mask": 0.5610254526138305, "decode.loss_dice": 0.8328552722930909, "decode.d0.loss_cls": 1.8051159143447877, "decode.d0.loss_mask": 0.6435248672962188, "decode.d0.loss_dice": 0.9591065376996994, "decode.d1.loss_cls": 0.5039575338363648, "decode.d1.loss_mask": 0.6377987682819366, "decode.d1.loss_dice": 0.898035216331482, "decode.d2.loss_cls": 0.4963942363858223, "decode.d2.loss_mask": 0.5974250286817551, "decode.d2.loss_dice": 0.8524704575538635, "decode.d3.loss_cls": 0.47063408344984053, "decode.d3.loss_mask": 0.5841566234827041, "decode.d3.loss_dice": 0.8339282900094986, "decode.d4.loss_cls": 0.41509293392300606, "decode.d4.loss_mask": 0.5925007909536362, "decode.d4.loss_dice": 0.8399409741163254, "decode.d5.loss_cls": 0.4158173747360706, "decode.d5.loss_mask": 0.5866125494241714, "decode.d5.loss_dice": 0.8320537239313126, "decode.d6.loss_cls": 0.45512308925390244, "decode.d6.loss_mask": 0.5643557965755462, "decode.d6.loss_dice": 0.8048450350761414, "decode.d7.loss_cls": 0.46212532967329023, "decode.d7.loss_mask": 0.5557066053152084, "decode.d7.loss_dice": 0.828866258263588, "decode.d8.loss_cls": 0.4327949233353138, "decode.d8.loss_mask": 0.5599354594945908, "decode.d8.loss_dice": 0.8114634782075882, "time": 0.5333375453948974, "memory": 7227, "step": 105300}
{"lr": 3.8029937194091182e-06, "data_time": 0.009968256950378418, "grad_norm": 81.2868423461914, "loss": 19.802485847473143, "decode.loss_cls": 0.47782744504511354, "decode.loss_mask": 0.5179092079401016, "decode.loss_dice": 0.7822147682309151, "decode.d0.loss_cls": 1.8463749051094056, "decode.d0.loss_mask": 0.6266255855560303, "decode.d0.loss_dice": 0.9916984051465988, "decode.d1.loss_cls": 0.5907977864146232, "decode.d1.loss_mask": 0.5749436885118484, "decode.d1.loss_dice": 0.8532149136066437, "decode.d2.loss_cls": 0.5346796825528145, "decode.d2.loss_mask": 0.5418553799390793, "decode.d2.loss_dice": 0.8185651540756226, "decode.d3.loss_cls": 0.46626821868121626, "decode.d3.loss_mask": 0.5359919652342796, "decode.d3.loss_dice": 0.7958065241575241, "decode.d4.loss_cls": 0.4527229804545641, "decode.d4.loss_mask": 0.5207637518644332, "decode.d4.loss_dice": 0.7893631517887115, "decode.d5.loss_cls": 0.4535822685807943, "decode.d5.loss_mask": 0.5152001634240151, "decode.d5.loss_dice": 0.7794045671820641, "decode.d6.loss_cls": 0.45182647816836835, "decode.d6.loss_mask": 0.5269872575998307, "decode.d6.loss_dice": 0.7832709863781929, "decode.d7.loss_cls": 0.44462622217833997, "decode.d7.loss_mask": 0.5304376512765885, "decode.d7.loss_dice": 0.7996812656521797, "decode.d8.loss_cls": 0.47322187311947345, "decode.d8.loss_mask": 0.534153787791729, "decode.d8.loss_dice": 0.7924691379070282, "time": 0.531701135635376, "memory": 7227, "step": 105350}
{"lr": 3.7998621082715054e-06, "data_time": 0.010047125816345214, "grad_norm": 98.1983829498291, "loss": 22.531095123291017, "decode.loss_cls": 0.47244971692562104, "decode.loss_mask": 0.6021302700042724, "decode.loss_dice": 0.9316190987825393, "decode.d0.loss_cls": 2.052646219730377, "decode.d0.loss_mask": 0.6644102424383164, "decode.d0.loss_dice": 1.1274856686592103, "decode.d1.loss_cls": 0.6434191986918449, "decode.d1.loss_mask": 0.6473396986722946, "decode.d1.loss_dice": 1.0222504168748856, "decode.d2.loss_cls": 0.5997725069522858, "decode.d2.loss_mask": 0.580169290304184, "decode.d2.loss_dice": 0.9661664247512818, "decode.d3.loss_cls": 0.5574442729353905, "decode.d3.loss_mask": 0.5872660458087922, "decode.d3.loss_dice": 0.9728808641433716, "decode.d4.loss_cls": 0.5087220184504986, "decode.d4.loss_mask": 0.5909939348697663, "decode.d4.loss_dice": 0.9980119645595551, "decode.d5.loss_cls": 0.49942986518144605, "decode.d5.loss_mask": 0.5788932248950005, "decode.d5.loss_dice": 0.9500512897968292, "decode.d6.loss_cls": 0.4323845036327839, "decode.d6.loss_mask": 0.5974212229251862, "decode.d6.loss_dice": 0.9550172299146652, "decode.d7.loss_cls": 0.434827920794487, "decode.d7.loss_mask": 0.5908608973026276, "decode.d7.loss_dice": 0.9730492800474166, "decode.d8.loss_cls": 0.49552132859826087, "decode.d8.loss_mask": 0.5839246302843094, "decode.d8.loss_dice": 0.914535003900528, "time": 0.5335606098175049, "memory": 7226, "step": 105400}
{"lr": 3.796730210343142e-06, "data_time": 0.009721159934997559, "grad_norm": 92.10832061767579, "loss": 28.834424591064455, "decode.loss_cls": 0.5616920664906502, "decode.loss_mask": 0.754592576622963, "decode.loss_dice": 1.2678404867649078, "decode.d0.loss_cls": 2.3845126748085024, "decode.d0.loss_mask": 0.8286013036966324, "decode.d0.loss_dice": 1.5649472773075104, "decode.d1.loss_cls": 0.7575235649943352, "decode.d1.loss_mask": 0.7803831249475479, "decode.d1.loss_dice": 1.4008951008319854, "decode.d2.loss_cls": 0.7315287731587887, "decode.d2.loss_mask": 0.7508572354912758, "decode.d2.loss_dice": 1.3412887454032898, "decode.d3.loss_cls": 0.668659869581461, "decode.d3.loss_mask": 0.7354283899068832, "decode.d3.loss_dice": 1.2851129651069642, "decode.d4.loss_cls": 0.6438365496695042, "decode.d4.loss_mask": 0.7226908475160598, "decode.d4.loss_dice": 1.2580741584300994, "decode.d5.loss_cls": 0.5802716493606568, "decode.d5.loss_mask": 0.7491689383983612, "decode.d5.loss_dice": 1.2798226654529572, "decode.d6.loss_cls": 0.5750339079648257, "decode.d6.loss_mask": 0.7405840426683425, "decode.d6.loss_dice": 1.2527417063713073, "decode.d7.loss_cls": 0.61922817081213, "decode.d7.loss_mask": 0.7249950498342514, "decode.d7.loss_dice": 1.2618355393409728, "decode.d8.loss_cls": 0.5732271358370781, "decode.d8.loss_mask": 0.7554637014865875, "decode.d8.loss_dice": 1.2835863530635834, "time": 0.5606857538223267, "memory": 7186, "step": 105450}
{"lr": 3.793598025334861e-06, "data_time": 0.009926652908325196, "grad_norm": 93.49778747558594, "loss": 19.7789568901062, "decode.loss_cls": 0.40979028642177584, "decode.loss_mask": 0.5324594676494598, "decode.loss_dice": 0.7717521041631699, "decode.d0.loss_cls": 2.255935251712799, "decode.d0.loss_mask": 0.5428558856248855, "decode.d0.loss_dice": 0.9155315339565278, "decode.d1.loss_cls": 0.6190120592713356, "decode.d1.loss_mask": 0.5175528258085251, "decode.d1.loss_dice": 0.8005807340145111, "decode.d2.loss_cls": 0.5217344731092453, "decode.d2.loss_mask": 0.5223842471837997, "decode.d2.loss_dice": 0.7803980782628059, "decode.d3.loss_cls": 0.47823529690504074, "decode.d3.loss_mask": 0.516421516239643, "decode.d3.loss_dice": 0.7733500435948372, "decode.d4.loss_cls": 0.45347282513976095, "decode.d4.loss_mask": 0.5324705794453621, "decode.d4.loss_dice": 0.7820022255182266, "decode.d5.loss_cls": 0.4258723773062229, "decode.d5.loss_mask": 0.5385862201452255, "decode.d5.loss_dice": 0.8001710847020149, "decode.d6.loss_cls": 0.43171343132853507, "decode.d6.loss_mask": 0.5307339787483215, "decode.d6.loss_dice": 0.791390697658062, "decode.d7.loss_cls": 0.4513976201415062, "decode.d7.loss_mask": 0.5295660480856895, "decode.d7.loss_dice": 0.8091449767351151, "decode.d8.loss_cls": 0.4351823039352894, "decode.d8.loss_mask": 0.5313338220119477, "decode.d8.loss_dice": 0.7779253453016282, "time": 0.5335532188415527, "memory": 7224, "step": 105500}
{"lr": 3.7904655529569308e-06, "data_time": 0.009850645065307617, "grad_norm": 92.17934913635254, "loss": 21.70856866836548, "decode.loss_cls": 0.4154636815190315, "decode.loss_mask": 0.5914039641618729, "decode.loss_dice": 0.9156413987278939, "decode.d0.loss_cls": 2.0728964805603027, "decode.d0.loss_mask": 0.64869824051857, "decode.d0.loss_dice": 1.0495428055524827, "decode.d1.loss_cls": 0.6267426952719688, "decode.d1.loss_mask": 0.6281635224819183, "decode.d1.loss_dice": 1.0099581390619279, "decode.d2.loss_cls": 0.6019509822130203, "decode.d2.loss_mask": 0.6028888314962387, "decode.d2.loss_dice": 0.9310301527380943, "decode.d3.loss_cls": 0.4842915765941143, "decode.d3.loss_mask": 0.6103029310703277, "decode.d3.loss_dice": 0.9275601625442504, "decode.d4.loss_cls": 0.4419356293976307, "decode.d4.loss_mask": 0.6080444633960724, "decode.d4.loss_dice": 0.9162491947412491, "decode.d5.loss_cls": 0.4214520514011383, "decode.d5.loss_mask": 0.6051300078630447, "decode.d5.loss_dice": 0.9234202951192856, "decode.d6.loss_cls": 0.3831807501614094, "decode.d6.loss_mask": 0.5980216920375824, "decode.d6.loss_dice": 0.9199848473072052, "decode.d7.loss_cls": 0.36444355770945547, "decode.d7.loss_mask": 0.5993725478649139, "decode.d7.loss_dice": 0.9239689603447914, "decode.d8.loss_cls": 0.36332258507609366, "decode.d8.loss_mask": 0.6025176078081131, "decode.d8.loss_dice": 0.9209889113903046, "time": 0.5333453178405761, "memory": 7227, "step": 105550}
{"lr": 3.7873327929190706e-06, "data_time": 0.009811711311340333, "grad_norm": 76.15392723083497, "loss": 19.614949893951415, "decode.loss_cls": 0.4380634739995003, "decode.loss_mask": 0.448928564786911, "decode.loss_dice": 0.8116621255874634, "decode.d0.loss_cls": 2.0247521340847014, "decode.d0.loss_mask": 0.542415651679039, "decode.d0.loss_dice": 1.0519029632210732, "decode.d1.loss_cls": 0.617525839805603, "decode.d1.loss_mask": 0.5184897139668465, "decode.d1.loss_dice": 0.9707256361842156, "decode.d2.loss_cls": 0.501925352215767, "decode.d2.loss_mask": 0.48032659143209455, "decode.d2.loss_dice": 0.8728135749697685, "decode.d3.loss_cls": 0.3897450309246778, "decode.d3.loss_mask": 0.48151885420084, "decode.d3.loss_dice": 0.8789829820394516, "decode.d4.loss_cls": 0.41663697697222235, "decode.d4.loss_mask": 0.4731315582990646, "decode.d4.loss_dice": 0.8751267284154892, "decode.d5.loss_cls": 0.4523942057043314, "decode.d5.loss_mask": 0.4583936303853989, "decode.d5.loss_dice": 0.8278345614671707, "decode.d6.loss_cls": 0.39897272177040577, "decode.d6.loss_mask": 0.45643079578876494, "decode.d6.loss_dice": 0.8273229122161865, "decode.d7.loss_cls": 0.40217181742191316, "decode.d7.loss_mask": 0.45341204553842546, "decode.d7.loss_dice": 0.8594531327486038, "decode.d8.loss_cls": 0.42021375633776187, "decode.d8.loss_mask": 0.4473668813705444, "decode.d8.loss_dice": 0.8163102969527245, "time": 0.5325916767120361, "memory": 7224, "step": 105600}
{"lr": 3.784199744930431e-06, "data_time": 0.009823322296142578, "grad_norm": 92.86238555908203, "loss": 19.336815118789673, "decode.loss_cls": 0.3608666852116585, "decode.loss_mask": 0.5004428625106812, "decode.loss_dice": 0.8191068649291993, "decode.d0.loss_cls": 1.9217356324195862, "decode.d0.loss_mask": 0.51564060151577, "decode.d0.loss_dice": 0.8664079733192921, "decode.d1.loss_cls": 0.5794836409389973, "decode.d1.loss_mask": 0.5239074409008027, "decode.d1.loss_dice": 0.9171942844986916, "decode.d2.loss_cls": 0.46356710568070414, "decode.d2.loss_mask": 0.5076843991875648, "decode.d2.loss_dice": 0.880707511305809, "decode.d3.loss_cls": 0.470674604177475, "decode.d3.loss_mask": 0.5067877747118473, "decode.d3.loss_dice": 0.8428686797618866, "decode.d4.loss_cls": 0.4297210104763508, "decode.d4.loss_mask": 0.5402684800326825, "decode.d4.loss_dice": 0.8360680364072323, "decode.d5.loss_cls": 0.3946982443332672, "decode.d5.loss_mask": 0.5190186917781829, "decode.d5.loss_dice": 0.8217804215848445, "decode.d6.loss_cls": 0.39165724739432334, "decode.d6.loss_mask": 0.514225460588932, "decode.d6.loss_dice": 0.8096326343715191, "decode.d7.loss_cls": 0.36878274828195573, "decode.d7.loss_mask": 0.5138259708881379, "decode.d7.loss_dice": 0.8411338090896606, "decode.d8.loss_cls": 0.33747165128588674, "decode.d8.loss_mask": 0.5078962624073029, "decode.d8.loss_dice": 0.8335581138730049, "time": 0.5319682598114014, "memory": 7177, "step": 105650}
{"lr": 3.7810664086996024e-06, "data_time": 0.009808588027954101, "grad_norm": 78.58763313293457, "loss": 19.221125888824464, "decode.loss_cls": 0.3960003674030304, "decode.loss_mask": 0.5079742878675461, "decode.loss_dice": 0.7201341427862644, "decode.d0.loss_cls": 2.1517443299293517, "decode.d0.loss_mask": 0.5926425322890282, "decode.d0.loss_dice": 0.976005932688713, "decode.d1.loss_cls": 0.5234412178397179, "decode.d1.loss_mask": 0.5797447144985199, "decode.d1.loss_dice": 0.8580060563981533, "decode.d2.loss_cls": 0.46790786683559416, "decode.d2.loss_mask": 0.5671006172895432, "decode.d2.loss_dice": 0.8021324284374713, "decode.d3.loss_cls": 0.4160676240921021, "decode.d3.loss_mask": 0.565884467959404, "decode.d3.loss_dice": 0.7707253955304623, "decode.d4.loss_cls": 0.4278564378619194, "decode.d4.loss_mask": 0.5302989512681962, "decode.d4.loss_dice": 0.7725248798727989, "decode.d5.loss_cls": 0.39417977780103686, "decode.d5.loss_mask": 0.545238733291626, "decode.d5.loss_dice": 0.747768334299326, "decode.d6.loss_cls": 0.3825013130903244, "decode.d6.loss_mask": 0.5243720725178719, "decode.d6.loss_dice": 0.737894219905138, "decode.d7.loss_cls": 0.38353477194905283, "decode.d7.loss_mask": 0.515226861834526, "decode.d7.loss_dice": 0.7315506942570209, "decode.d8.loss_cls": 0.37943767979741094, "decode.d8.loss_mask": 0.5119785964488983, "decode.d8.loss_dice": 0.7412506833672523, "time": 0.5314375877380371, "memory": 7200, "step": 105700}
{"lr": 3.777932783934615e-06, "data_time": 0.010019874572753907, "grad_norm": 94.61669387817383, "loss": 20.31106815338135, "decode.loss_cls": 0.4783106595277786, "decode.loss_mask": 0.5719920665025711, "decode.loss_dice": 0.7760457336902619, "decode.d0.loss_cls": 2.0978700876235963, "decode.d0.loss_mask": 0.6064557075500489, "decode.d0.loss_dice": 0.8981813609600067, "decode.d1.loss_cls": 0.6105517730116844, "decode.d1.loss_mask": 0.5682036072015763, "decode.d1.loss_dice": 0.8588421553373337, "decode.d2.loss_cls": 0.4997712031006813, "decode.d2.loss_mask": 0.574520617723465, "decode.d2.loss_dice": 0.8139926105737686, "decode.d3.loss_cls": 0.48741716891527176, "decode.d3.loss_mask": 0.5514420002698899, "decode.d3.loss_dice": 0.7776469886302948, "decode.d4.loss_cls": 0.49221477955579757, "decode.d4.loss_mask": 0.5626060098409653, "decode.d4.loss_dice": 0.7818559020757675, "decode.d5.loss_cls": 0.4606925956904888, "decode.d5.loss_mask": 0.5766738295555115, "decode.d5.loss_dice": 0.7861848562955857, "decode.d6.loss_cls": 0.465677235275507, "decode.d6.loss_mask": 0.5685393512248993, "decode.d6.loss_dice": 0.7782766848802567, "decode.d7.loss_cls": 0.5006836764514446, "decode.d7.loss_mask": 0.5611766099929809, "decode.d7.loss_dice": 0.7848498225212097, "decode.d8.loss_cls": 0.4635126680135727, "decode.d8.loss_mask": 0.577395784854889, "decode.d8.loss_dice": 0.7794841051101684, "time": 0.5327878713607788, "memory": 7277, "step": 105750}
{"lr": 3.774798870342935e-06, "data_time": 0.009904122352600098, "grad_norm": 90.92614212036133, "loss": 18.00259919166565, "decode.loss_cls": 0.4076095327734947, "decode.loss_mask": 0.48265466541051866, "decode.loss_dice": 0.6714380055665969, "decode.d0.loss_cls": 1.9908700704574585, "decode.d0.loss_mask": 0.5707880675792694, "decode.d0.loss_dice": 0.7966102927923202, "decode.d1.loss_cls": 0.5931772664189339, "decode.d1.loss_mask": 0.5363305032253265, "decode.d1.loss_dice": 0.7321947187185287, "decode.d2.loss_cls": 0.5694686964154243, "decode.d2.loss_mask": 0.4867294475436211, "decode.d2.loss_dice": 0.6655383497476578, "decode.d3.loss_cls": 0.4573093056678772, "decode.d3.loss_mask": 0.4784191131591797, "decode.d3.loss_dice": 0.6471716433763504, "decode.d4.loss_cls": 0.44151399880647657, "decode.d4.loss_mask": 0.477510167658329, "decode.d4.loss_dice": 0.6714174062013626, "decode.d5.loss_cls": 0.4385949902236462, "decode.d5.loss_mask": 0.48164447844028474, "decode.d5.loss_dice": 0.6691009759902954, "decode.d6.loss_cls": 0.4116574674844742, "decode.d6.loss_mask": 0.47880137115716936, "decode.d6.loss_dice": 0.6899356722831727, "decode.d7.loss_cls": 0.4093143090605736, "decode.d7.loss_mask": 0.4782257840037346, "decode.d7.loss_dice": 0.6786112397909164, "decode.d8.loss_cls": 0.4337079390883446, "decode.d8.loss_mask": 0.47908263802528384, "decode.d8.loss_dice": 0.6771712899208069, "time": 0.5336382389068604, "memory": 7224, "step": 105800}
{"lr": 3.7716646676314534e-06, "data_time": 0.009847474098205567, "grad_norm": 87.24421539306641, "loss": 18.759754943847657, "decode.loss_cls": 0.30182681009173395, "decode.loss_mask": 0.519939050078392, "decode.loss_dice": 0.7639530390501023, "decode.d0.loss_cls": 2.125386726856232, "decode.d0.loss_mask": 0.6204641252756119, "decode.d0.loss_dice": 0.927424743771553, "decode.d1.loss_cls": 0.6038359329104424, "decode.d1.loss_mask": 0.5652040779590607, "decode.d1.loss_dice": 0.8248014032840729, "decode.d2.loss_cls": 0.5234095320105553, "decode.d2.loss_mask": 0.542130908370018, "decode.d2.loss_dice": 0.7736989945173264, "decode.d3.loss_cls": 0.40151219069957733, "decode.d3.loss_mask": 0.5308982402086257, "decode.d3.loss_dice": 0.7531335189938545, "decode.d4.loss_cls": 0.3591009758412838, "decode.d4.loss_mask": 0.5310372620820999, "decode.d4.loss_dice": 0.7569808185100555, "decode.d5.loss_cls": 0.3184833452105522, "decode.d5.loss_mask": 0.5215700045228004, "decode.d5.loss_dice": 0.7563117161393166, "decode.d6.loss_cls": 0.29327705428004264, "decode.d6.loss_mask": 0.525494521856308, "decode.d6.loss_dice": 0.7772716611623764, "decode.d7.loss_cls": 0.28892424777150155, "decode.d7.loss_mask": 0.5222088605165481, "decode.d7.loss_dice": 0.7659663528203964, "decode.d8.loss_cls": 0.26773150339722634, "decode.d8.loss_mask": 0.527945539355278, "decode.d8.loss_dice": 0.7698314189910889, "time": 0.5323430299758911, "memory": 7220, "step": 105850}
{"lr": 3.7685301755065006e-06, "data_time": 0.010006451606750488, "grad_norm": 93.66921844482422, "loss": 24.09892349243164, "decode.loss_cls": 0.3760210029780865, "decode.loss_mask": 0.832284015417099, "decode.loss_dice": 0.9881914019584656, "decode.d0.loss_cls": 2.000006878376007, "decode.d0.loss_mask": 0.9368449360132217, "decode.d0.loss_dice": 1.1194011092185974, "decode.d1.loss_cls": 0.47840530425310135, "decode.d1.loss_mask": 0.8809787571430207, "decode.d1.loss_dice": 1.0371098577976228, "decode.d2.loss_cls": 0.3926933892071247, "decode.d2.loss_mask": 0.8566803902387619, "decode.d2.loss_dice": 1.03394872546196, "decode.d3.loss_cls": 0.40474880784749984, "decode.d3.loss_mask": 0.8449618637561798, "decode.d3.loss_dice": 0.9768620610237122, "decode.d4.loss_cls": 0.3853613309562206, "decode.d4.loss_mask": 0.8540877521038055, "decode.d4.loss_dice": 0.9731902122497559, "decode.d5.loss_cls": 0.34688103049993513, "decode.d5.loss_mask": 0.8382438480854034, "decode.d5.loss_dice": 0.9826015114784241, "decode.d6.loss_cls": 0.3519217140972614, "decode.d6.loss_mask": 0.8501654714345932, "decode.d6.loss_dice": 0.9769897997379303, "decode.d7.loss_cls": 0.3812268294394016, "decode.d7.loss_mask": 0.8291924625635148, "decode.d7.loss_dice": 0.9708109974861145, "decode.d8.loss_cls": 0.38994807526469233, "decode.d8.loss_mask": 0.8324735701084137, "decode.d8.loss_dice": 0.9766906142234802, "time": 0.5334482192993164, "memory": 7197, "step": 105900}
{"lr": 3.7653953936738377e-06, "data_time": 0.010014843940734864, "grad_norm": 77.00831909179688, "loss": 25.166743564605714, "decode.loss_cls": 0.4975704163312912, "decode.loss_mask": 0.6224433094263077, "decode.loss_dice": 1.0869148463010787, "decode.d0.loss_cls": 2.3221689224243165, "decode.d0.loss_mask": 0.7244182020425797, "decode.d0.loss_dice": 1.2356189489364624, "decode.d1.loss_cls": 0.7463401645421982, "decode.d1.loss_mask": 0.6938249886035919, "decode.d1.loss_dice": 1.1620727330446243, "decode.d2.loss_cls": 0.6249218583106995, "decode.d2.loss_mask": 0.6629963546991349, "decode.d2.loss_dice": 1.1530659437179565, "decode.d3.loss_cls": 0.611789345741272, "decode.d3.loss_mask": 0.6466006249189377, "decode.d3.loss_dice": 1.0926239967346192, "decode.d4.loss_cls": 0.5880740061402321, "decode.d4.loss_mask": 0.6410719990730286, "decode.d4.loss_dice": 1.0849924504756927, "decode.d5.loss_cls": 0.5815722301602364, "decode.d5.loss_mask": 0.6375642031431198, "decode.d5.loss_dice": 1.0656659960746766, "decode.d6.loss_cls": 0.5266372978687286, "decode.d6.loss_mask": 0.6186461508274078, "decode.d6.loss_dice": 1.0787570893764495, "decode.d7.loss_cls": 0.5668432831764221, "decode.d7.loss_mask": 0.6187919735908508, "decode.d7.loss_dice": 1.0403421640396118, "decode.d8.loss_cls": 0.5690242692828178, "decode.d8.loss_mask": 0.6214775055646896, "decode.d8.loss_dice": 1.0439127773046493, "time": 0.5345906972885132, "memory": 7257, "step": 105950}
{"lr": 3.762260321838649e-06, "data_time": 0.009652447700500489, "grad_norm": 92.05020446777344, "loss": 21.762636756896974, "decode.loss_cls": 0.5553823258727789, "decode.loss_mask": 0.4445652648806572, "decode.loss_dice": 0.936884593963623, "decode.d0.loss_cls": 2.177970027923584, "decode.d0.loss_mask": 0.5041945189237594, "decode.d0.loss_dice": 1.1910364419221877, "decode.d1.loss_cls": 0.6670021802186966, "decode.d1.loss_mask": 0.4643191069364548, "decode.d1.loss_dice": 1.0797181889414786, "decode.d2.loss_cls": 0.6352839361876249, "decode.d2.loss_mask": 0.43683449774980543, "decode.d2.loss_dice": 0.9551190495491028, "decode.d3.loss_cls": 0.574581503123045, "decode.d3.loss_mask": 0.43923732340335847, "decode.d3.loss_dice": 0.9711701005697251, "decode.d4.loss_cls": 0.5628727249801159, "decode.d4.loss_mask": 0.4438504740595818, "decode.d4.loss_dice": 0.9711600244045258, "decode.d5.loss_cls": 0.5119320467114449, "decode.d5.loss_mask": 0.4472957983613014, "decode.d5.loss_dice": 0.9710953652858734, "decode.d6.loss_cls": 0.5573281612247228, "decode.d6.loss_mask": 0.4447293609380722, "decode.d6.loss_dice": 0.9453681230545044, "decode.d7.loss_cls": 0.5177876215428114, "decode.d7.loss_mask": 0.4549761340022087, "decode.d7.loss_dice": 0.964460751414299, "decode.d8.loss_cls": 0.5087006144225598, "decode.d8.loss_mask": 0.46355377584695817, "decode.d8.loss_dice": 0.9642260670661926, "time": 0.5608831644058228, "memory": 7245, "step": 106000}
{"lr": 3.7591249597055473e-06, "data_time": 0.00986630916595459, "grad_norm": 84.12207946777343, "loss": 22.258617210388184, "decode.loss_cls": 0.4123654529452324, "decode.loss_mask": 0.628215691447258, "decode.loss_dice": 0.900105431675911, "decode.d0.loss_cls": 2.164833980798721, "decode.d0.loss_mask": 0.7255354970693588, "decode.d0.loss_dice": 1.0924374610185623, "decode.d1.loss_cls": 0.5340290129184723, "decode.d1.loss_mask": 0.6594134852290153, "decode.d1.loss_dice": 1.0254621863365174, "decode.d2.loss_cls": 0.49460574313998223, "decode.d2.loss_mask": 0.6472481280565262, "decode.d2.loss_dice": 0.9668981224298477, "decode.d3.loss_cls": 0.4289524357765913, "decode.d3.loss_mask": 0.648734837770462, "decode.d3.loss_dice": 0.9376013591885567, "decode.d4.loss_cls": 0.44252164475619793, "decode.d4.loss_mask": 0.6524822428822518, "decode.d4.loss_dice": 0.9350067228078842, "decode.d5.loss_cls": 0.4466564889997244, "decode.d5.loss_mask": 0.6463623955845833, "decode.d5.loss_dice": 0.9091088220477104, "decode.d6.loss_cls": 0.52286939881742, "decode.d6.loss_mask": 0.6072396218776703, "decode.d6.loss_dice": 0.8760251268744469, "decode.d7.loss_cls": 0.4816295236349106, "decode.d7.loss_mask": 0.6101694405078888, "decode.d7.loss_dice": 0.8988888442516327, "decode.d8.loss_cls": 0.4107816070318222, "decode.d8.loss_mask": 0.6345925658941269, "decode.d8.loss_dice": 0.917843970656395, "time": 0.5849589586257935, "memory": 7277, "step": 106050}
{"lr": 3.7559893069785726e-06, "data_time": 0.010108232498168945, "grad_norm": 88.20547561645508, "loss": 22.031743144989015, "decode.loss_cls": 0.4442412301898003, "decode.loss_mask": 0.5433350086212159, "decode.loss_dice": 0.887021741271019, "decode.d0.loss_cls": 2.332491362094879, "decode.d0.loss_mask": 0.6285236269235611, "decode.d0.loss_dice": 1.073476630449295, "decode.d1.loss_cls": 0.5821599572896957, "decode.d1.loss_mask": 0.6618530437350273, "decode.d1.loss_dice": 0.985856693983078, "decode.d2.loss_cls": 0.6219114258885383, "decode.d2.loss_mask": 0.5538761883974075, "decode.d2.loss_dice": 0.9494334101676941, "decode.d3.loss_cls": 0.5148604646325111, "decode.d3.loss_mask": 0.5710106939077377, "decode.d3.loss_dice": 0.9092904567718506, "decode.d4.loss_cls": 0.5632190033793449, "decode.d4.loss_mask": 0.5400013595819473, "decode.d4.loss_dice": 0.9218488246202469, "decode.d5.loss_cls": 0.5702196255326271, "decode.d5.loss_mask": 0.4980393260717392, "decode.d5.loss_dice": 0.9193671107292175, "decode.d6.loss_cls": 0.5631420359015464, "decode.d6.loss_mask": 0.5013310521841049, "decode.d6.loss_dice": 0.890535295009613, "decode.d7.loss_cls": 0.4973977282643318, "decode.d7.loss_mask": 0.4926479697227478, "decode.d7.loss_dice": 0.9080619096755982, "decode.d8.loss_cls": 0.5160982802510261, "decode.d8.loss_mask": 0.4967768281698227, "decode.d8.loss_dice": 0.8937144964933396, "time": 0.5605016469955444, "memory": 7219, "step": 106100}
{"lr": 3.7528533633611867e-06, "data_time": 0.009799361228942871, "grad_norm": 83.43928604125976, "loss": 24.108810091018675, "decode.loss_cls": 0.4830647580325603, "decode.loss_mask": 0.5495170623064041, "decode.loss_dice": 1.123811786621809, "decode.d0.loss_cls": 2.026426386833191, "decode.d0.loss_mask": 0.6206449165940284, "decode.d0.loss_dice": 1.3544919475913049, "decode.d1.loss_cls": 0.6288090541958808, "decode.d1.loss_mask": 0.6070190474390984, "decode.d1.loss_dice": 1.2704972162842751, "decode.d2.loss_cls": 0.5798541195690632, "decode.d2.loss_mask": 0.5576437801122666, "decode.d2.loss_dice": 1.1760777682065964, "decode.d3.loss_cls": 0.5352764882147312, "decode.d3.loss_mask": 0.5556578814983368, "decode.d3.loss_dice": 1.1147155821323396, "decode.d4.loss_cls": 0.49970121271908285, "decode.d4.loss_mask": 0.5600301772356033, "decode.d4.loss_dice": 1.1573224507272244, "decode.d5.loss_cls": 0.5359340026974678, "decode.d5.loss_mask": 0.5542936071753501, "decode.d5.loss_dice": 1.120471628010273, "decode.d6.loss_cls": 0.5034845277667046, "decode.d6.loss_mask": 0.5537065982818603, "decode.d6.loss_dice": 1.114720530807972, "decode.d7.loss_cls": 0.5176388673484326, "decode.d7.loss_mask": 0.5524006307125091, "decode.d7.loss_dice": 1.1045017533004284, "decode.d8.loss_cls": 0.4815668504685163, "decode.d8.loss_mask": 0.553594532608986, "decode.d8.loss_dice": 1.1159358218312263, "time": 0.5308640956878662, "memory": 7330, "step": 106150}
{"lr": 3.749717128556272e-06, "data_time": 0.009770607948303223, "grad_norm": 81.78319396972657, "loss": 25.79461498260498, "decode.loss_cls": 0.2934392876923084, "decode.loss_mask": 0.787812066078186, "decode.loss_dice": 1.2062946915626527, "decode.d0.loss_cls": 2.137910783290863, "decode.d0.loss_mask": 0.8102984845638275, "decode.d0.loss_dice": 1.463165321946144, "decode.d1.loss_cls": 0.5093004450201988, "decode.d1.loss_mask": 0.7814171522855758, "decode.d1.loss_dice": 1.2941033244132996, "decode.d2.loss_cls": 0.4103956013917923, "decode.d2.loss_mask": 0.8028538405895234, "decode.d2.loss_dice": 1.257678931951523, "decode.d3.loss_cls": 0.34488303437829015, "decode.d3.loss_mask": 0.7867297530174255, "decode.d3.loss_dice": 1.2421111285686492, "decode.d4.loss_cls": 0.3566041350364685, "decode.d4.loss_mask": 0.7813608318567276, "decode.d4.loss_dice": 1.2314127087593079, "decode.d5.loss_cls": 0.3256294161081314, "decode.d5.loss_mask": 0.8016433030366897, "decode.d5.loss_dice": 1.241645497083664, "decode.d6.loss_cls": 0.3275864437222481, "decode.d6.loss_mask": 0.8004331052303314, "decode.d6.loss_dice": 1.2000785708427428, "decode.d7.loss_cls": 0.2981903091073036, "decode.d7.loss_mask": 0.7941716313362122, "decode.d7.loss_dice": 1.2139703810214997, "decode.d8.loss_cls": 0.2871530972421169, "decode.d8.loss_mask": 0.7798106104135514, "decode.d8.loss_dice": 1.226529312133789, "time": 0.5319939136505127, "memory": 7257, "step": 106200}
{"lr": 3.7465806022661314e-06, "data_time": 0.00977339744567871, "grad_norm": 92.32637939453124, "loss": 23.751308536529542, "decode.loss_cls": 0.5328534722328186, "decode.loss_mask": 0.5809371590614318, "decode.loss_dice": 1.0141785144805908, "decode.d0.loss_cls": 2.178698205947876, "decode.d0.loss_mask": 0.6210675865411759, "decode.d0.loss_dice": 1.2188361942768098, "decode.d1.loss_cls": 0.7447967857122422, "decode.d1.loss_mask": 0.6021784201264382, "decode.d1.loss_dice": 1.0781415283679963, "decode.d2.loss_cls": 0.5603815630078316, "decode.d2.loss_mask": 0.5928603813052178, "decode.d2.loss_dice": 1.0496775954961777, "decode.d3.loss_cls": 0.585987064242363, "decode.d3.loss_mask": 0.590822559595108, "decode.d3.loss_dice": 1.0108206689357757, "decode.d4.loss_cls": 0.6087005794048309, "decode.d4.loss_mask": 0.5825657993555069, "decode.d4.loss_dice": 1.0290279328823089, "decode.d5.loss_cls": 0.5680739864706993, "decode.d5.loss_mask": 0.581898944079876, "decode.d5.loss_dice": 1.0251520931720735, "decode.d6.loss_cls": 0.5534128904342651, "decode.d6.loss_mask": 0.5878944858908653, "decode.d6.loss_dice": 1.0217402279376984, "decode.d7.loss_cls": 0.5009532488882542, "decode.d7.loss_mask": 0.5808825232088566, "decode.d7.loss_dice": 0.9966443240642547, "decode.d8.loss_cls": 0.5533861890435219, "decode.d8.loss_mask": 0.5902558647096157, "decode.d8.loss_dice": 1.0084812462329864, "time": 0.5294731140136719, "memory": 7215, "step": 106250}
{"lr": 3.743443784192491e-06, "data_time": 0.009814906120300292, "grad_norm": 79.43201484680176, "loss": 19.658095932006837, "decode.loss_cls": 0.35892377942800524, "decode.loss_mask": 0.5244125396013259, "decode.loss_dice": 0.8058363199234009, "decode.d0.loss_cls": 2.068129861354828, "decode.d0.loss_mask": 0.5843414425849914, "decode.d0.loss_dice": 0.9352050364017487, "decode.d1.loss_cls": 0.6600403964519501, "decode.d1.loss_mask": 0.5512893944978714, "decode.d1.loss_dice": 0.8697378903627395, "decode.d2.loss_cls": 0.5356691971421241, "decode.d2.loss_mask": 0.5431200683116912, "decode.d2.loss_dice": 0.8391780912876129, "decode.d3.loss_cls": 0.4476733058691025, "decode.d3.loss_mask": 0.5226962327957153, "decode.d3.loss_dice": 0.8084665417671204, "decode.d4.loss_cls": 0.40918610990047455, "decode.d4.loss_mask": 0.5195434212684631, "decode.d4.loss_dice": 0.8109585523605347, "decode.d5.loss_cls": 0.4252688571810722, "decode.d5.loss_mask": 0.5223548144102097, "decode.d5.loss_dice": 0.8004860758781434, "decode.d6.loss_cls": 0.41346432864665983, "decode.d6.loss_mask": 0.5255795776844024, "decode.d6.loss_dice": 0.8270374804735183, "decode.d7.loss_cls": 0.3406368374824524, "decode.d7.loss_mask": 0.5165287166833877, "decode.d7.loss_dice": 0.7924145877361297, "decode.d8.loss_cls": 0.37227787375450133, "decode.d8.loss_mask": 0.5191343188285827, "decode.d8.loss_dice": 0.808504045009613, "time": 0.5347321510314942, "memory": 7288, "step": 106300}
{"lr": 3.7403066740364845e-06, "data_time": 0.009746789932250977, "grad_norm": 89.3695083618164, "loss": 19.45183997154236, "decode.loss_cls": 0.415766866132617, "decode.loss_mask": 0.4279506832361221, "decode.loss_dice": 0.9318710625171661, "decode.d0.loss_cls": 1.6292635023593902, "decode.d0.loss_mask": 0.4873635917901993, "decode.d0.loss_dice": 1.0590044856071472, "decode.d1.loss_cls": 0.5220557101070881, "decode.d1.loss_mask": 0.44471491277217867, "decode.d1.loss_dice": 0.9897721022367477, "decode.d2.loss_cls": 0.4278050232678652, "decode.d2.loss_mask": 0.4310834839940071, "decode.d2.loss_dice": 0.9569040894508362, "decode.d3.loss_cls": 0.4164787780493498, "decode.d3.loss_mask": 0.44575195461511613, "decode.d3.loss_dice": 0.9660336241126061, "decode.d4.loss_cls": 0.4480828005820513, "decode.d4.loss_mask": 0.4346555009484291, "decode.d4.loss_dice": 0.9363653898239136, "decode.d5.loss_cls": 0.4073138454928994, "decode.d5.loss_mask": 0.4294503092765808, "decode.d5.loss_dice": 0.9481639787554741, "decode.d6.loss_cls": 0.41641139797866344, "decode.d6.loss_mask": 0.4281483456492424, "decode.d6.loss_dice": 0.9286315381526947, "decode.d7.loss_cls": 0.41741025298833845, "decode.d7.loss_mask": 0.4284903109073639, "decode.d7.loss_dice": 0.9238555371761322, "decode.d8.loss_cls": 0.3869876373559237, "decode.d8.loss_mask": 0.43242636770009996, "decode.d8.loss_dice": 0.9336270943284035, "time": 0.5336685419082642, "memory": 7202, "step": 106350}
{"lr": 3.7371692714986665e-06, "data_time": 0.00917954444885254, "grad_norm": 90.27755432128906, "loss": 21.166760063171388, "decode.loss_cls": 0.43304421082139016, "decode.loss_mask": 0.6198565423488617, "decode.loss_dice": 0.7517322331666947, "decode.d0.loss_cls": 2.3364457368850706, "decode.d0.loss_mask": 0.6877922147512436, "decode.d0.loss_dice": 0.9363193720579147, "decode.d1.loss_cls": 0.69887273311615, "decode.d1.loss_mask": 0.652766789495945, "decode.d1.loss_dice": 0.8417103976011276, "decode.d2.loss_cls": 0.5717800796031952, "decode.d2.loss_mask": 0.6442182034254074, "decode.d2.loss_dice": 0.7975192934274673, "decode.d3.loss_cls": 0.5067187696695328, "decode.d3.loss_mask": 0.6380582213401794, "decode.d3.loss_dice": 0.777356219291687, "decode.d4.loss_cls": 0.5636263862252235, "decode.d4.loss_mask": 0.614069613814354, "decode.d4.loss_dice": 0.7598163515329361, "decode.d5.loss_cls": 0.540333317220211, "decode.d5.loss_mask": 0.6089278638362885, "decode.d5.loss_dice": 0.7595775276422501, "decode.d6.loss_cls": 0.4879397600889206, "decode.d6.loss_mask": 0.6092954367399216, "decode.d6.loss_dice": 0.7344995349645614, "decode.d7.loss_cls": 0.4814604416489601, "decode.d7.loss_mask": 0.6033219993114471, "decode.d7.loss_dice": 0.730607271194458, "decode.d8.loss_cls": 0.4420068196952343, "decode.d8.loss_mask": 0.6104022532701492, "decode.d8.loss_dice": 0.7266841500997543, "time": 0.5325593233108521, "memory": 7216, "step": 106400}
{"lr": 3.7340315762790062e-06, "data_time": 0.00939769744873047, "grad_norm": 80.83265495300293, "loss": 16.787146282196044, "decode.loss_cls": 0.29924327954649926, "decode.loss_mask": 0.4308136075735092, "decode.loss_dice": 0.7117999404668808, "decode.d0.loss_cls": 1.9590456366539002, "decode.d0.loss_mask": 0.48184781074523925, "decode.d0.loss_dice": 0.7708968371152878, "decode.d1.loss_cls": 0.4655334360897541, "decode.d1.loss_mask": 0.4666124150156975, "decode.d1.loss_dice": 0.788291385769844, "decode.d2.loss_cls": 0.41487759351730347, "decode.d2.loss_mask": 0.43780689835548403, "decode.d2.loss_dice": 0.715379711985588, "decode.d3.loss_cls": 0.42533978894352914, "decode.d3.loss_mask": 0.41891681849956514, "decode.d3.loss_dice": 0.7009899526834488, "decode.d4.loss_cls": 0.3865347746759653, "decode.d4.loss_mask": 0.42318479865789416, "decode.d4.loss_dice": 0.6921003699302674, "decode.d5.loss_cls": 0.3302875004708767, "decode.d5.loss_mask": 0.43696971982717514, "decode.d5.loss_dice": 0.6874510914087295, "decode.d6.loss_cls": 0.315935730189085, "decode.d6.loss_mask": 0.424063566327095, "decode.d6.loss_dice": 0.6946905434131623, "decode.d7.loss_cls": 0.3459581408649683, "decode.d7.loss_mask": 0.4242304295301437, "decode.d7.loss_dice": 0.683123630285263, "decode.d8.loss_cls": 0.3191244389861822, "decode.d8.loss_mask": 0.4316637083888054, "decode.d8.loss_dice": 0.7044327676296234, "time": 0.535166573524475, "memory": 7209, "step": 106450}
{"lr": 3.730893588076883e-06, "data_time": 0.009380340576171875, "grad_norm": 101.08628387451172, "loss": 23.858691120147704, "decode.loss_cls": 0.4979508087038994, "decode.loss_mask": 0.7637195438146591, "decode.loss_dice": 0.8918735697865486, "decode.d0.loss_cls": 1.8387246906757355, "decode.d0.loss_mask": 0.9071289658546448, "decode.d0.loss_dice": 1.1108438432216645, "decode.d1.loss_cls": 0.6517117008566856, "decode.d1.loss_mask": 0.8128505021333694, "decode.d1.loss_dice": 1.0276342749595642, "decode.d2.loss_cls": 0.6190184101462364, "decode.d2.loss_mask": 0.7865214586257935, "decode.d2.loss_dice": 0.9386484801769257, "decode.d3.loss_cls": 0.5156473174691201, "decode.d3.loss_mask": 0.7690475702285766, "decode.d3.loss_dice": 0.9295404851436615, "decode.d4.loss_cls": 0.5261853918433189, "decode.d4.loss_mask": 0.7644641041755676, "decode.d4.loss_dice": 0.9158523738384247, "decode.d5.loss_cls": 0.519911776483059, "decode.d5.loss_mask": 0.7565914809703826, "decode.d5.loss_dice": 0.8964471697807312, "decode.d6.loss_cls": 0.48358955830335615, "decode.d6.loss_mask": 0.7484417974948883, "decode.d6.loss_dice": 0.8901472955942153, "decode.d7.loss_cls": 0.49688511043787004, "decode.d7.loss_mask": 0.744540399312973, "decode.d7.loss_dice": 0.9060137748718262, "decode.d8.loss_cls": 0.49279960691928865, "decode.d8.loss_mask": 0.7605173587799072, "decode.d8.loss_dice": 0.8954429388046264, "time": 0.5336143732070923, "memory": 7274, "step": 106500}
{"lr": 3.7277553065910846e-06, "data_time": 0.009304618835449219, "grad_norm": 93.21571884155273, "loss": 18.70630693435669, "decode.loss_cls": 0.3733007088303566, "decode.loss_mask": 0.5163338556885719, "decode.loss_dice": 0.7135781109333038, "decode.d0.loss_cls": 1.9307258129119873, "decode.d0.loss_mask": 0.6052484467625618, "decode.d0.loss_dice": 0.8409671276807785, "decode.d1.loss_cls": 0.5662506684660912, "decode.d1.loss_mask": 0.5624894723296165, "decode.d1.loss_dice": 0.8152005106210709, "decode.d2.loss_cls": 0.48494342565536497, "decode.d2.loss_mask": 0.5446681842207909, "decode.d2.loss_dice": 0.7895155996084213, "decode.d3.loss_cls": 0.4532903864979744, "decode.d3.loss_mask": 0.5388573914766311, "decode.d3.loss_dice": 0.756470063328743, "decode.d4.loss_cls": 0.39168253168463707, "decode.d4.loss_mask": 0.538938644528389, "decode.d4.loss_dice": 0.7253680139780044, "decode.d5.loss_cls": 0.3966782223433256, "decode.d5.loss_mask": 0.5375931471586227, "decode.d5.loss_dice": 0.7146287828683853, "decode.d6.loss_cls": 0.3825945667922497, "decode.d6.loss_mask": 0.5321984872221946, "decode.d6.loss_dice": 0.7222770154476166, "decode.d7.loss_cls": 0.3636489052325487, "decode.d7.loss_mask": 0.5365366593003273, "decode.d7.loss_dice": 0.7306891202926635, "decode.d8.loss_cls": 0.3731891680508852, "decode.d8.loss_mask": 0.537358571588993, "decode.d8.loss_dice": 0.7310853958129883, "time": 0.5599944114685058, "memory": 7261, "step": 106550}
{"lr": 3.724616731519808e-06, "data_time": 0.00926196575164795, "grad_norm": 78.58352966308594, "loss": 24.126486349105836, "decode.loss_cls": 0.5244022142142057, "decode.loss_mask": 0.652215701341629, "decode.loss_dice": 0.9208021849393845, "decode.d0.loss_cls": 2.278625452518463, "decode.d0.loss_mask": 0.7063465610146522, "decode.d0.loss_dice": 1.1605623438954353, "decode.d1.loss_cls": 0.7698385421186685, "decode.d1.loss_mask": 0.7074465364217758, "decode.d1.loss_dice": 1.0689882799983024, "decode.d2.loss_cls": 0.6549826249480247, "decode.d2.loss_mask": 0.6872178092598915, "decode.d2.loss_dice": 1.0169173568487166, "decode.d3.loss_cls": 0.6276743907481432, "decode.d3.loss_mask": 0.6449215337634087, "decode.d3.loss_dice": 0.9496636837720871, "decode.d4.loss_cls": 0.6025646511465311, "decode.d4.loss_mask": 0.6453286185860634, "decode.d4.loss_dice": 0.9413452550768853, "decode.d5.loss_cls": 0.5686233345419168, "decode.d5.loss_mask": 0.6318165257573127, "decode.d5.loss_dice": 0.9319897025823594, "decode.d6.loss_cls": 0.5702029135078192, "decode.d6.loss_mask": 0.6256309777498246, "decode.d6.loss_dice": 0.9311997473239899, "decode.d7.loss_cls": 0.5691175356507301, "decode.d7.loss_mask": 0.6269019931554795, "decode.d7.loss_dice": 0.927064248919487, "decode.d8.loss_cls": 0.6048984613269568, "decode.d8.loss_mask": 0.6384734958410263, "decode.d8.loss_dice": 0.9407224848866462, "time": 0.5583420753479004, "memory": 7329, "step": 106600}
{"lr": 3.7214778625606594e-06, "data_time": 0.009366369247436524, "grad_norm": 103.14845809936523, "loss": 22.546195793151856, "decode.loss_cls": 0.48571095168590545, "decode.loss_mask": 0.5657840967178345, "decode.loss_dice": 0.9593414098024369, "decode.d0.loss_cls": 1.9449052214622498, "decode.d0.loss_mask": 0.6666191130876541, "decode.d0.loss_dice": 1.1192948043346405, "decode.d1.loss_cls": 0.6565993875265121, "decode.d1.loss_mask": 0.6055179536342621, "decode.d1.loss_dice": 1.0374572545289993, "decode.d2.loss_cls": 0.6273023210465908, "decode.d2.loss_mask": 0.5734722405672074, "decode.d2.loss_dice": 0.980422642827034, "decode.d3.loss_cls": 0.5599096938967705, "decode.d3.loss_mask": 0.5817942142486572, "decode.d3.loss_dice": 0.9692828357219696, "decode.d4.loss_cls": 0.5251010239124299, "decode.d4.loss_mask": 0.5757893472909927, "decode.d4.loss_dice": 0.9819087535142899, "decode.d5.loss_cls": 0.5038965687155723, "decode.d5.loss_mask": 0.5831186711788178, "decode.d5.loss_dice": 0.9837352991104126, "decode.d6.loss_cls": 0.4706138513982296, "decode.d6.loss_mask": 0.5660867512226104, "decode.d6.loss_dice": 0.9855820268392563, "decode.d7.loss_cls": 0.4563870996236801, "decode.d7.loss_mask": 0.5802436798810959, "decode.d7.loss_dice": 0.9757006615400314, "decode.d8.loss_cls": 0.4826021037995815, "decode.d8.loss_mask": 0.5735007613897324, "decode.d8.loss_dice": 0.9685144305229187, "time": 0.5334743022918701, "memory": 7262, "step": 106650}
{"lr": 3.7183386994106445e-06, "data_time": 0.009401249885559081, "grad_norm": 89.3489933013916, "loss": 19.26111707687378, "decode.loss_cls": 0.4022944673895836, "decode.loss_mask": 0.4366998240351677, "decode.loss_dice": 0.8314127743244171, "decode.d0.loss_cls": 1.9049491941928864, "decode.d0.loss_mask": 0.4863547086715698, "decode.d0.loss_dice": 0.9606390446424484, "decode.d1.loss_cls": 0.6611393168568611, "decode.d1.loss_mask": 0.46029879301786425, "decode.d1.loss_dice": 0.8708103775978089, "decode.d2.loss_cls": 0.5123369410634041, "decode.d2.loss_mask": 0.45648342967033384, "decode.d2.loss_dice": 0.8765547499060631, "decode.d3.loss_cls": 0.5108301706612111, "decode.d3.loss_mask": 0.4353978276252747, "decode.d3.loss_dice": 0.8357683628797531, "decode.d4.loss_cls": 0.5083620607852936, "decode.d4.loss_mask": 0.4356002524495125, "decode.d4.loss_dice": 0.8190843790769577, "decode.d5.loss_cls": 0.46470278650522234, "decode.d5.loss_mask": 0.44204928874969485, "decode.d5.loss_dice": 0.8447432652115822, "decode.d6.loss_cls": 0.45665152072906495, "decode.d6.loss_mask": 0.4314545258879662, "decode.d6.loss_dice": 0.8290487080812454, "decode.d7.loss_cls": 0.45560424998402593, "decode.d7.loss_mask": 0.429765185713768, "decode.d7.loss_dice": 0.809272862970829, "decode.d8.loss_cls": 0.3933986373245716, "decode.d8.loss_mask": 0.44812366664409636, "decode.d8.loss_dice": 0.851285295188427, "time": 0.5329113483428956, "memory": 7168, "step": 106700}
{"lr": 3.7151992417661766e-06, "data_time": 0.009361863136291504, "grad_norm": 83.14854927062989, "loss": 25.09053659439087, "decode.loss_cls": 0.5126173049211502, "decode.loss_mask": 0.6550876200199127, "decode.loss_dice": 1.016913002729416, "decode.d0.loss_cls": 2.1995797395706176, "decode.d0.loss_mask": 0.7443771004676819, "decode.d0.loss_dice": 1.2290156364440918, "decode.d1.loss_cls": 0.7562009260058403, "decode.d1.loss_mask": 0.6927801489830017, "decode.d1.loss_dice": 1.1539259374141693, "decode.d2.loss_cls": 0.6985887333750724, "decode.d2.loss_mask": 0.6626445382833481, "decode.d2.loss_dice": 1.1165131509304047, "decode.d3.loss_cls": 0.6814136281609535, "decode.d3.loss_mask": 0.6509939968585968, "decode.d3.loss_dice": 1.0319169878959655, "decode.d4.loss_cls": 0.6571200042963028, "decode.d4.loss_mask": 0.6375872999429703, "decode.d4.loss_dice": 1.026968514919281, "decode.d5.loss_cls": 0.6037590205669403, "decode.d5.loss_mask": 0.6477512389421463, "decode.d5.loss_dice": 1.0374921679496765, "decode.d6.loss_cls": 0.5718372538685799, "decode.d6.loss_mask": 0.6517189145088196, "decode.d6.loss_dice": 1.0210845828056336, "decode.d7.loss_cls": 0.5314020618796349, "decode.d7.loss_mask": 0.6570913150906563, "decode.d7.loss_dice": 1.0353617131710053, "decode.d8.loss_cls": 0.5329692646861076, "decode.d8.loss_mask": 0.6544524550437927, "decode.d8.loss_dice": 1.0213719725608825, "time": 0.5309695959091186, "memory": 7227, "step": 106750}
{"lr": 3.7120594893230655e-06, "data_time": 0.009490418434143066, "grad_norm": 84.29838180541992, "loss": 22.03014740943909, "decode.loss_cls": 0.5302856110036374, "decode.loss_mask": 0.5179800555109978, "decode.loss_dice": 0.9181829929351807, "decode.d0.loss_cls": 1.8981050968170166, "decode.d0.loss_mask": 0.607384318113327, "decode.d0.loss_dice": 1.1290000960230828, "decode.d1.loss_cls": 0.6285460412502288, "decode.d1.loss_mask": 0.5566002041101455, "decode.d1.loss_dice": 1.0352629005908967, "decode.d2.loss_cls": 0.5901261098682881, "decode.d2.loss_mask": 0.5659497499465942, "decode.d2.loss_dice": 0.9831693105399608, "decode.d3.loss_cls": 0.6360969394445419, "decode.d3.loss_mask": 0.5210652828216553, "decode.d3.loss_dice": 0.9352245382964611, "decode.d4.loss_cls": 0.6088075689971447, "decode.d4.loss_mask": 0.5252747312188148, "decode.d4.loss_dice": 0.9337603352963925, "decode.d5.loss_cls": 0.5638872720301151, "decode.d5.loss_mask": 0.5186886914074421, "decode.d5.loss_dice": 0.9268514111638069, "decode.d6.loss_cls": 0.5743629455566406, "decode.d6.loss_mask": 0.5154764875769615, "decode.d6.loss_dice": 0.903191089630127, "decode.d7.loss_cls": 0.5236719876527787, "decode.d7.loss_mask": 0.5208382047712803, "decode.d7.loss_dice": 0.9060302130877972, "decode.d8.loss_cls": 0.5209512442350388, "decode.d8.loss_mask": 0.5229634836316108, "decode.d8.loss_dice": 0.9124114066362381, "time": 0.557917308807373, "memory": 7233, "step": 106800}
{"lr": 3.7089194417765275e-06, "data_time": 0.00956869125366211, "grad_norm": 106.93033294677734, "loss": 27.424431324005127, "decode.loss_cls": 0.5555967345833779, "decode.loss_mask": 0.7354379147291183, "decode.loss_dice": 1.1116714000701904, "decode.d0.loss_cls": 2.412858617305756, "decode.d0.loss_mask": 0.7574079751968383, "decode.d0.loss_dice": 1.3125020146369935, "decode.d1.loss_cls": 0.9600017994642258, "decode.d1.loss_mask": 0.7836135983467102, "decode.d1.loss_dice": 1.3050015360116958, "decode.d2.loss_cls": 0.8216276645660401, "decode.d2.loss_mask": 0.7447777807712554, "decode.d2.loss_dice": 1.1524516478180886, "decode.d3.loss_cls": 0.6942179173231124, "decode.d3.loss_mask": 0.7535647958517074, "decode.d3.loss_dice": 1.1343098387122155, "decode.d4.loss_cls": 0.635506883263588, "decode.d4.loss_mask": 0.7360283106565475, "decode.d4.loss_dice": 1.1343017667531967, "decode.d5.loss_cls": 0.6283177688717843, "decode.d5.loss_mask": 0.728735014796257, "decode.d5.loss_dice": 1.139673975110054, "decode.d6.loss_cls": 0.5934424370527267, "decode.d6.loss_mask": 0.724765607714653, "decode.d6.loss_dice": 1.0873429477214813, "decode.d7.loss_cls": 0.5671606510877609, "decode.d7.loss_mask": 0.7225663274526596, "decode.d7.loss_dice": 1.1120350927114486, "decode.d8.loss_cls": 0.5382727757096291, "decode.d8.loss_mask": 0.7373094677925109, "decode.d8.loss_dice": 1.1039296329021453, "time": 0.5328776121139527, "memory": 7199, "step": 106850}
{"lr": 3.7057790988211713e-06, "data_time": 0.009391331672668457, "grad_norm": 90.79329833984374, "loss": 17.999586200714113, "decode.loss_cls": 0.29334793984889984, "decode.loss_mask": 0.4501439020037651, "decode.loss_dice": 0.8090110123157501, "decode.d0.loss_cls": 1.9012139916419983, "decode.d0.loss_mask": 0.4989762336015701, "decode.d0.loss_dice": 1.0066473245620728, "decode.d1.loss_cls": 0.538579273223877, "decode.d1.loss_mask": 0.4500369727611542, "decode.d1.loss_dice": 0.8323492735624314, "decode.d2.loss_cls": 0.44504728019237516, "decode.d2.loss_mask": 0.45168374478816986, "decode.d2.loss_dice": 0.8113795042037963, "decode.d3.loss_cls": 0.3309368327260017, "decode.d3.loss_mask": 0.455287991464138, "decode.d3.loss_dice": 0.800210103392601, "decode.d4.loss_cls": 0.3088335953652859, "decode.d4.loss_mask": 0.4527174741029739, "decode.d4.loss_dice": 0.8112697601318359, "decode.d5.loss_cls": 0.35697855800390244, "decode.d5.loss_mask": 0.45751077085733416, "decode.d5.loss_dice": 0.8011218577623367, "decode.d6.loss_cls": 0.336963327974081, "decode.d6.loss_mask": 0.45430026948451996, "decode.d6.loss_dice": 0.7951786428689956, "decode.d7.loss_cls": 0.329140081256628, "decode.d7.loss_mask": 0.4502704173326492, "decode.d7.loss_dice": 0.8024443805217742, "decode.d8.loss_cls": 0.2938233263790607, "decode.d8.loss_mask": 0.4605456739664078, "decode.d8.loss_dice": 0.8136368066072464, "time": 0.5338784217834472, "memory": 7233, "step": 106900}
{"lr": 3.7026384601510053e-06, "data_time": 0.009251689910888672, "grad_norm": 94.1610824584961, "loss": 17.056307792663574, "decode.loss_cls": 0.3758144184947014, "decode.loss_mask": 0.37762795090675355, "decode.loss_dice": 0.6713006168603897, "decode.d0.loss_cls": 2.0049134731292724, "decode.d0.loss_mask": 0.469055350869894, "decode.d0.loss_dice": 0.8108840107917785, "decode.d1.loss_cls": 0.7119190156459808, "decode.d1.loss_mask": 0.42587675973773004, "decode.d1.loss_dice": 0.7582584977149963, "decode.d2.loss_cls": 0.5172474145889282, "decode.d2.loss_mask": 0.3912931650876999, "decode.d2.loss_dice": 0.7407449066638947, "decode.d3.loss_cls": 0.4371589794754982, "decode.d3.loss_mask": 0.3842704825103283, "decode.d3.loss_dice": 0.6821466296911239, "decode.d4.loss_cls": 0.42531592547893526, "decode.d4.loss_mask": 0.3839877165853977, "decode.d4.loss_dice": 0.7149133414030076, "decode.d5.loss_cls": 0.4209916636347771, "decode.d5.loss_mask": 0.38353063017129896, "decode.d5.loss_dice": 0.7134549200534821, "decode.d6.loss_cls": 0.3552489034831524, "decode.d6.loss_mask": 0.3836983121931553, "decode.d6.loss_dice": 0.6741700589656829, "decode.d7.loss_cls": 0.3670583821833134, "decode.d7.loss_mask": 0.38341587483882905, "decode.d7.loss_dice": 0.6784098386764527, "decode.d8.loss_cls": 0.3494537129998207, "decode.d8.loss_mask": 0.3794358864426613, "decode.d8.loss_dice": 0.6847108453512192, "time": 0.5338510990142822, "memory": 7214, "step": 106950}
{"lr": 3.6994975254594257e-06, "data_time": 0.00914306640625, "grad_norm": 91.62375564575196, "loss": 20.54496145248413, "decode.loss_cls": 0.42472142949700353, "decode.loss_mask": 0.5427067995071411, "decode.loss_dice": 0.8184875503182412, "decode.d0.loss_cls": 2.0627387285232546, "decode.d0.loss_mask": 0.6202355325222015, "decode.d0.loss_dice": 1.0001343190670013, "decode.d1.loss_cls": 0.691782397031784, "decode.d1.loss_mask": 0.5881039097905159, "decode.d1.loss_dice": 0.9210548505187035, "decode.d2.loss_cls": 0.6129698544740677, "decode.d2.loss_mask": 0.5563997581601143, "decode.d2.loss_dice": 0.8397098064422608, "decode.d3.loss_cls": 0.5083850905299186, "decode.d3.loss_mask": 0.5423012495040893, "decode.d3.loss_dice": 0.8013647109270096, "decode.d4.loss_cls": 0.4903574526309967, "decode.d4.loss_mask": 0.5449544727802277, "decode.d4.loss_dice": 0.7954360038042069, "decode.d5.loss_cls": 0.47327739745378494, "decode.d5.loss_mask": 0.5528893917798996, "decode.d5.loss_dice": 0.8019751846790314, "decode.d6.loss_cls": 0.44924785792827604, "decode.d6.loss_mask": 0.5485105842351914, "decode.d6.loss_dice": 0.8091974586248398, "decode.d7.loss_cls": 0.4309364765882492, "decode.d7.loss_mask": 0.5430251985788346, "decode.d7.loss_dice": 0.8084424793720245, "decode.d8.loss_cls": 0.4105082340538502, "decode.d8.loss_mask": 0.5406152606010437, "decode.d8.loss_dice": 0.8144918233156204, "time": 0.5328096389770508, "memory": 7188, "step": 107000}
{"lr": 3.6963562944392276e-06, "data_time": 0.00941014289855957, "grad_norm": 96.43795547485351, "loss": 24.503038072586058, "decode.loss_cls": 0.39607823714613916, "decode.loss_mask": 0.6822635143995285, "decode.loss_dice": 1.0897958993911743, "decode.d0.loss_cls": 2.039588117599487, "decode.d0.loss_mask": 0.7512771219015122, "decode.d0.loss_dice": 1.2511098504066467, "decode.d1.loss_cls": 0.658501173555851, "decode.d1.loss_mask": 0.6943894743919372, "decode.d1.loss_dice": 1.145415335893631, "decode.d2.loss_cls": 0.535780019313097, "decode.d2.loss_mask": 0.7058510631322861, "decode.d2.loss_dice": 1.1137158140540122, "decode.d3.loss_cls": 0.4731856346130371, "decode.d3.loss_mask": 0.6935518771409989, "decode.d3.loss_dice": 1.1232595309615134, "decode.d4.loss_cls": 0.48092614859342575, "decode.d4.loss_mask": 0.699094244837761, "decode.d4.loss_dice": 1.0945431917905808, "decode.d5.loss_cls": 0.47523179426789286, "decode.d5.loss_mask": 0.7052752673625946, "decode.d5.loss_dice": 1.0673737138509751, "decode.d6.loss_cls": 0.4268199235200882, "decode.d6.loss_mask": 0.7050220549106598, "decode.d6.loss_dice": 1.0888750463724137, "decode.d7.loss_cls": 0.4118710353970528, "decode.d7.loss_mask": 0.7004710644483566, "decode.d7.loss_dice": 1.1039020746946335, "decode.d8.loss_cls": 0.40808509588241576, "decode.d8.loss_mask": 0.6788393437862397, "decode.d8.loss_dice": 1.1029452681541443, "time": 0.5327946662902832, "memory": 7239, "step": 107050}
{"lr": 3.6932147667826e-06, "data_time": 0.00911567211151123, "grad_norm": 95.01092414855957, "loss": 25.385212326049803, "decode.loss_cls": 0.5424084067344666, "decode.loss_mask": 0.6585779428482056, "decode.loss_dice": 1.1217590987682342, "decode.d0.loss_cls": 2.1383784294128416, "decode.d0.loss_mask": 0.7053665548563004, "decode.d0.loss_dice": 1.254214698076248, "decode.d1.loss_cls": 0.6298569835722446, "decode.d1.loss_mask": 0.6929318100214005, "decode.d1.loss_dice": 1.2273153126239777, "decode.d2.loss_cls": 0.5467091515660286, "decode.d2.loss_mask": 0.6938492804765701, "decode.d2.loss_dice": 1.2052809476852417, "decode.d3.loss_cls": 0.5166731469333172, "decode.d3.loss_mask": 0.6741138190031052, "decode.d3.loss_dice": 1.1638769149780273, "decode.d4.loss_cls": 0.5169536218047142, "decode.d4.loss_mask": 0.6744830936193467, "decode.d4.loss_dice": 1.164969763159752, "decode.d5.loss_cls": 0.5121746908873319, "decode.d5.loss_mask": 0.6667059481143951, "decode.d5.loss_dice": 1.135846698284149, "decode.d6.loss_cls": 0.4918142445385456, "decode.d6.loss_mask": 0.6589144498109818, "decode.d6.loss_dice": 1.1437087416648866, "decode.d7.loss_cls": 0.5424041852355004, "decode.d7.loss_mask": 0.6557911843061447, "decode.d7.loss_dice": 1.1377366989850999, "decode.d8.loss_cls": 0.500727155059576, "decode.d8.loss_mask": 0.6568323284387588, "decode.d8.loss_dice": 1.1548370987176895, "time": 0.5861262321472168, "memory": 7200, "step": 107100}
{"lr": 3.6900729421811134e-06, "data_time": 0.00905158519744873, "grad_norm": 104.36914863586426, "loss": 18.268496179580687, "decode.loss_cls": 0.3312429539859295, "decode.loss_mask": 0.4967828579246998, "decode.loss_dice": 0.7518886804580689, "decode.d0.loss_cls": 1.8155296087265014, "decode.d0.loss_mask": 0.5573177363723516, "decode.d0.loss_dice": 0.8692123144865036, "decode.d1.loss_cls": 0.565381832420826, "decode.d1.loss_mask": 0.532843866199255, "decode.d1.loss_dice": 0.8341235518455505, "decode.d2.loss_cls": 0.48693777769804003, "decode.d2.loss_mask": 0.500117888301611, "decode.d2.loss_dice": 0.7977693110704422, "decode.d3.loss_cls": 0.42075908556580544, "decode.d3.loss_mask": 0.4989288982003927, "decode.d3.loss_dice": 0.767384546995163, "decode.d4.loss_cls": 0.41570119485259055, "decode.d4.loss_mask": 0.4968676969408989, "decode.d4.loss_dice": 0.7638298392295837, "decode.d5.loss_cls": 0.3681056693196297, "decode.d5.loss_mask": 0.4880358025431633, "decode.d5.loss_dice": 0.7497520416975021, "decode.d6.loss_cls": 0.37993714660406114, "decode.d6.loss_mask": 0.49055594615638254, "decode.d6.loss_dice": 0.7427752196788788, "decode.d7.loss_cls": 0.3488158196210861, "decode.d7.loss_mask": 0.4945016637444496, "decode.d7.loss_dice": 0.7462902009487152, "decode.d8.loss_cls": 0.30551930889487267, "decode.d8.loss_mask": 0.5078786194324494, "decode.d8.loss_dice": 0.7437093406915665, "time": 0.5585590124130249, "memory": 7242, "step": 107150}
{"lr": 3.686930820325726e-06, "data_time": 0.009488463401794434, "grad_norm": 92.79437675476075, "loss": 20.64467782974243, "decode.loss_cls": 0.4209609031677246, "decode.loss_mask": 0.6289539396762848, "decode.loss_dice": 0.7731390833854676, "decode.d0.loss_cls": 1.8937979221343995, "decode.d0.loss_mask": 0.6961315751075745, "decode.d0.loss_dice": 0.9359204769134521, "decode.d1.loss_cls": 0.6014424219727517, "decode.d1.loss_mask": 0.6860851615667343, "decode.d1.loss_dice": 0.8890042752027512, "decode.d2.loss_cls": 0.4817546457052231, "decode.d2.loss_mask": 0.6559878274798393, "decode.d2.loss_dice": 0.8070955276489258, "decode.d3.loss_cls": 0.47298369854688643, "decode.d3.loss_mask": 0.6278912261128425, "decode.d3.loss_dice": 0.7852277904748917, "decode.d4.loss_cls": 0.44198946580290793, "decode.d4.loss_mask": 0.6517755329608917, "decode.d4.loss_dice": 0.7962550312280655, "decode.d5.loss_cls": 0.44470577985048293, "decode.d5.loss_mask": 0.6275647699832916, "decode.d5.loss_dice": 0.8020873934030532, "decode.d6.loss_cls": 0.43378991112112997, "decode.d6.loss_mask": 0.6223727256059647, "decode.d6.loss_dice": 0.7781612336635589, "decode.d7.loss_cls": 0.4109606809914112, "decode.d7.loss_mask": 0.6349452063441277, "decode.d7.loss_dice": 0.7858679324388504, "decode.d8.loss_cls": 0.43215073868632314, "decode.d8.loss_mask": 0.6333194643259048, "decode.d8.loss_dice": 0.7923545688390732, "time": 0.5348544120788574, "memory": 7228, "step": 107200}
{"lr": 3.6837884009067844e-06, "data_time": 0.009160041809082031, "grad_norm": 84.84171905517579, "loss": 30.99190044403076, "decode.loss_cls": 0.6892978325486183, "decode.loss_mask": 0.6837841421365738, "decode.loss_dice": 1.3692878872156142, "decode.d0.loss_cls": 2.7466580867767334, "decode.d0.loss_mask": 0.7851716697216033, "decode.d0.loss_dice": 1.650379091501236, "decode.d1.loss_cls": 1.0435311183333398, "decode.d1.loss_mask": 0.7480001598596573, "decode.d1.loss_dice": 1.54966179728508, "decode.d2.loss_cls": 0.8802820056676864, "decode.d2.loss_mask": 0.7086245447397232, "decode.d2.loss_dice": 1.4519793480634688, "decode.d3.loss_cls": 0.7770655155181885, "decode.d3.loss_mask": 0.7100157976150513, "decode.d3.loss_dice": 1.3768085658550262, "decode.d4.loss_cls": 0.7140325546264649, "decode.d4.loss_mask": 0.7137661844491958, "decode.d4.loss_dice": 1.3944476515054702, "decode.d5.loss_cls": 0.7293711431324482, "decode.d5.loss_mask": 0.7024990737438201, "decode.d5.loss_dice": 1.4013031601905823, "decode.d6.loss_cls": 0.6960377000272274, "decode.d6.loss_mask": 0.6947461992502213, "decode.d6.loss_dice": 1.3514490276575089, "decode.d7.loss_cls": 0.6776102364063263, "decode.d7.loss_mask": 0.6914803385734558, "decode.d7.loss_dice": 1.3578783929347993, "decode.d8.loss_cls": 0.6462535507977009, "decode.d8.loss_mask": 0.7043404340744018, "decode.d8.loss_dice": 1.3461378574371339, "time": 0.5328396558761597, "memory": 7285, "step": 107250}
{"lr": 3.680645683614016e-06, "data_time": 0.009361577033996583, "grad_norm": 87.41478042602539, "loss": 23.11450023651123, "decode.loss_cls": 0.5207765489816666, "decode.loss_mask": 0.6292130693793296, "decode.loss_dice": 0.9214112222194671, "decode.d0.loss_cls": 2.1490594506263734, "decode.d0.loss_mask": 0.7141550540924072, "decode.d0.loss_dice": 1.0653447270393372, "decode.d1.loss_cls": 0.6556732457131147, "decode.d1.loss_mask": 0.6749515876173973, "decode.d1.loss_dice": 1.0095174208283424, "decode.d2.loss_cls": 0.668438284099102, "decode.d2.loss_mask": 0.6473179817199707, "decode.d2.loss_dice": 0.9622572243213654, "decode.d3.loss_cls": 0.5277394473552703, "decode.d3.loss_mask": 0.6590887650847435, "decode.d3.loss_dice": 0.9501890361309051, "decode.d4.loss_cls": 0.48955661952495577, "decode.d4.loss_mask": 0.6631382361054421, "decode.d4.loss_dice": 0.9598690181970596, "decode.d5.loss_cls": 0.4767107680439949, "decode.d5.loss_mask": 0.6558953359723091, "decode.d5.loss_dice": 0.9610893875360489, "decode.d6.loss_cls": 0.44672475904226305, "decode.d6.loss_mask": 0.6644837975502014, "decode.d6.loss_dice": 0.9463452905416488, "decode.d7.loss_cls": 0.4505315884947777, "decode.d7.loss_mask": 0.6558583676815033, "decode.d7.loss_dice": 0.9391670554876328, "decode.d8.loss_cls": 0.45995750427246096, "decode.d8.loss_mask": 0.6418447360396385, "decode.d8.loss_dice": 0.9481945887207985, "time": 0.5353238344192505, "memory": 7232, "step": 107300}
{"lr": 3.6775026681365335e-06, "data_time": 0.009346079826354981, "grad_norm": 90.98816223144532, "loss": 22.264752769470213, "decode.loss_cls": 0.5430005818605423, "decode.loss_mask": 0.6121479332447052, "decode.loss_dice": 0.7637488812208175, "decode.d0.loss_cls": 2.1933239102363586, "decode.d0.loss_mask": 0.7141686245799065, "decode.d0.loss_dice": 0.9781208276748657, "decode.d1.loss_cls": 0.7121470957994461, "decode.d1.loss_mask": 0.7011365845799447, "decode.d1.loss_dice": 0.8446602374315262, "decode.d2.loss_cls": 0.6352143928408622, "decode.d2.loss_mask": 0.6739538431167602, "decode.d2.loss_dice": 0.8397968858480453, "decode.d3.loss_cls": 0.6525186121463775, "decode.d3.loss_mask": 0.6541401460766793, "decode.d3.loss_dice": 0.7728901237249375, "decode.d4.loss_cls": 0.6423412680625915, "decode.d4.loss_mask": 0.6130342602729797, "decode.d4.loss_dice": 0.7817690998315812, "decode.d5.loss_cls": 0.6321254931390285, "decode.d5.loss_mask": 0.6200444817543029, "decode.d5.loss_dice": 0.8003437489271163, "decode.d6.loss_cls": 0.5860846109688282, "decode.d6.loss_mask": 0.6077256292104721, "decode.d6.loss_dice": 0.7809116780757904, "decode.d7.loss_cls": 0.5307079195976258, "decode.d7.loss_mask": 0.6218212515115737, "decode.d7.loss_dice": 0.7886385828256607, "decode.d8.loss_cls": 0.5735176280140877, "decode.d8.loss_mask": 0.6122132301330566, "decode.d8.loss_dice": 0.7825048923492431, "time": 0.5329441785812378, "memory": 7235, "step": 107350}
{"lr": 3.6743593541628295e-06, "data_time": 0.009359455108642578, "grad_norm": 72.55669860839843, "loss": 25.476881980895996, "decode.loss_cls": 0.501737829297781, "decode.loss_mask": 0.7241041004657746, "decode.loss_dice": 1.0362452045083046, "decode.d0.loss_cls": 2.238709497451782, "decode.d0.loss_mask": 0.8313521057367325, "decode.d0.loss_dice": 1.2509297460317612, "decode.d1.loss_cls": 0.6650839626789093, "decode.d1.loss_mask": 0.765004388988018, "decode.d1.loss_dice": 1.1316455066204072, "decode.d2.loss_cls": 0.5407411158084869, "decode.d2.loss_mask": 0.7619426488876343, "decode.d2.loss_dice": 1.0946352660655976, "decode.d3.loss_cls": 0.5854336500167847, "decode.d3.loss_mask": 0.7430562973022461, "decode.d3.loss_dice": 1.0626848742365838, "decode.d4.loss_cls": 0.49637816697359083, "decode.d4.loss_mask": 0.7422961905598641, "decode.d4.loss_dice": 1.0752607941627503, "decode.d5.loss_cls": 0.52012989372015, "decode.d5.loss_mask": 0.7399736031889915, "decode.d5.loss_dice": 1.0528640121221542, "decode.d6.loss_cls": 0.506910790503025, "decode.d6.loss_mask": 0.7216143876314163, "decode.d6.loss_dice": 1.0604437381029128, "decode.d7.loss_cls": 0.5317074902355671, "decode.d7.loss_mask": 0.7183509230613708, "decode.d7.loss_dice": 1.0575844943523407, "decode.d8.loss_cls": 0.5508051186800003, "decode.d8.loss_mask": 0.7257312625646591, "decode.d8.loss_dice": 1.0435236304998399, "time": 0.533360505104065, "memory": 7233, "step": 107400}
{"lr": 3.671215741380775e-06, "data_time": 0.009508442878723145, "grad_norm": 85.45112228393555, "loss": 19.78982448577881, "decode.loss_cls": 0.2590299881994724, "decode.loss_mask": 0.65891814827919, "decode.loss_dice": 0.7975097253918648, "decode.d0.loss_cls": 1.883796226978302, "decode.d0.loss_mask": 0.732267864048481, "decode.d0.loss_dice": 0.9277655988931656, "decode.d1.loss_cls": 0.4809139624238014, "decode.d1.loss_mask": 0.6879542246460915, "decode.d1.loss_dice": 0.8794835075736046, "decode.d2.loss_cls": 0.4005187138915062, "decode.d2.loss_mask": 0.6628660023212433, "decode.d2.loss_dice": 0.8408039167523385, "decode.d3.loss_cls": 0.3631170570850372, "decode.d3.loss_mask": 0.6665586233139038, "decode.d3.loss_dice": 0.8199516758322716, "decode.d4.loss_cls": 0.314555911719799, "decode.d4.loss_mask": 0.6680206745862961, "decode.d4.loss_dice": 0.8194877162575722, "decode.d5.loss_cls": 0.2672982379794121, "decode.d5.loss_mask": 0.6630084306001663, "decode.d5.loss_dice": 0.8064639866352081, "decode.d6.loss_cls": 0.25437376126646993, "decode.d6.loss_mask": 0.6544831037521363, "decode.d6.loss_dice": 0.8020786345005035, "decode.d7.loss_cls": 0.280841576308012, "decode.d7.loss_mask": 0.6555246576666832, "decode.d7.loss_dice": 0.790877066552639, "decode.d8.loss_cls": 0.27998892590403557, "decode.d8.loss_mask": 0.6709471315145492, "decode.d8.loss_dice": 0.8004194453358651, "time": 0.533362603187561, "memory": 7205, "step": 107450}
{"lr": 3.6680718294776112e-06, "data_time": 0.009254360198974609, "grad_norm": 93.40611038208007, "loss": 19.11719341278076, "decode.loss_cls": 0.34462555274367335, "decode.loss_mask": 0.6542745351791381, "decode.loss_dice": 0.7488932877779007, "decode.d0.loss_cls": 1.684121584892273, "decode.d0.loss_mask": 0.6681084290146828, "decode.d0.loss_dice": 0.839716038107872, "decode.d1.loss_cls": 0.45583431869745256, "decode.d1.loss_mask": 0.6491803035140038, "decode.d1.loss_dice": 0.8140198200941086, "decode.d2.loss_cls": 0.3896263986825943, "decode.d2.loss_mask": 0.6626416251063347, "decode.d2.loss_dice": 0.7910109549760819, "decode.d3.loss_cls": 0.34347145929932593, "decode.d3.loss_mask": 0.6559205800294876, "decode.d3.loss_dice": 0.7596978455781936, "decode.d4.loss_cls": 0.3395867384970188, "decode.d4.loss_mask": 0.6399653777480125, "decode.d4.loss_dice": 0.7578255414962769, "decode.d5.loss_cls": 0.33693096339702605, "decode.d5.loss_mask": 0.6466618180274963, "decode.d5.loss_dice": 0.7525526762008667, "decode.d6.loss_cls": 0.33613190427422523, "decode.d6.loss_mask": 0.6558897063136101, "decode.d6.loss_dice": 0.7451161846518517, "decode.d7.loss_cls": 0.3117497354745865, "decode.d7.loss_mask": 0.6620016053318978, "decode.d7.loss_dice": 0.751202791929245, "decode.d8.loss_cls": 0.3120601180940866, "decode.d8.loss_mask": 0.6654217675328254, "decode.d8.loss_dice": 0.7429528415203095, "time": 0.5322205543518066, "memory": 7206, "step": 107500}
{"lr": 3.6649276181399627e-06, "data_time": 0.009523797035217284, "grad_norm": 82.27804946899414, "loss": 26.292322826385497, "decode.loss_cls": 0.7317437376827002, "decode.loss_mask": 0.5655843794345856, "decode.loss_dice": 1.1193380013108254, "decode.d0.loss_cls": 2.1462806701660155, "decode.d0.loss_mask": 0.6959927052259445, "decode.d0.loss_dice": 1.3301821753382683, "decode.d1.loss_cls": 0.7597807481884956, "decode.d1.loss_mask": 0.6447921693325043, "decode.d1.loss_dice": 1.263119176030159, "decode.d2.loss_cls": 0.709891514480114, "decode.d2.loss_mask": 0.6511751621961593, "decode.d2.loss_dice": 1.2335884898900986, "decode.d3.loss_cls": 0.7080366544425487, "decode.d3.loss_mask": 0.6137299850583077, "decode.d3.loss_dice": 1.1660971134901046, "decode.d4.loss_cls": 0.699632553756237, "decode.d4.loss_mask": 0.6286083668470382, "decode.d4.loss_dice": 1.1551566287875175, "decode.d5.loss_cls": 0.5715498767793179, "decode.d5.loss_mask": 0.6289280399680137, "decode.d5.loss_dice": 1.1839749574661256, "decode.d6.loss_cls": 0.635830519348383, "decode.d6.loss_mask": 0.6039473950862885, "decode.d6.loss_dice": 1.126001238822937, "decode.d7.loss_cls": 0.6455570414662362, "decode.d7.loss_mask": 0.5850227862596512, "decode.d7.loss_dice": 1.125796702504158, "decode.d8.loss_cls": 0.637696797400713, "decode.d8.loss_mask": 0.582194308936596, "decode.d8.loss_dice": 1.1430924266576767, "time": 0.5323230743408203, "memory": 7275, "step": 107550}
{"lr": 3.6617831070538184e-06, "data_time": 0.009275078773498535, "grad_norm": 78.23640594482421, "loss": 18.182792520523073, "decode.loss_cls": 0.40147239342331886, "decode.loss_mask": 0.5371996581554412, "decode.loss_dice": 0.6353368803858757, "decode.d0.loss_cls": 1.8219014108181, "decode.d0.loss_mask": 0.5883077651262283, "decode.d0.loss_dice": 0.753780546784401, "decode.d1.loss_cls": 0.5733022034168244, "decode.d1.loss_mask": 0.5531589806079864, "decode.d1.loss_dice": 0.7187974393367768, "decode.d2.loss_cls": 0.5051397375762463, "decode.d2.loss_mask": 0.5492692708969116, "decode.d2.loss_dice": 0.6906929239630699, "decode.d3.loss_cls": 0.46305507645010946, "decode.d3.loss_mask": 0.5535971134901047, "decode.d3.loss_dice": 0.6699006721377373, "decode.d4.loss_cls": 0.4196066617965698, "decode.d4.loss_mask": 0.5457763016223908, "decode.d4.loss_dice": 0.6680583387613297, "decode.d5.loss_cls": 0.4717388108372688, "decode.d5.loss_mask": 0.5379861056804657, "decode.d5.loss_dice": 0.655691733956337, "decode.d6.loss_cls": 0.42931495830416677, "decode.d6.loss_mask": 0.5419876545667648, "decode.d6.loss_dice": 0.6515853941440582, "decode.d7.loss_cls": 0.4426745340228081, "decode.d7.loss_mask": 0.5408836811780929, "decode.d7.loss_dice": 0.6585501685738564, "decode.d8.loss_cls": 0.424227898567915, "decode.d8.loss_mask": 0.5333591431379319, "decode.d8.loss_dice": 0.6464391976594925, "time": 0.5338876008987427, "memory": 7237, "step": 107600}
{"lr": 3.6586382959045415e-06, "data_time": 0.009451031684875488, "grad_norm": 84.63319854736328, "loss": 25.504522705078124, "decode.loss_cls": 0.5277493327856064, "decode.loss_mask": 0.6851971298456192, "decode.loss_dice": 1.0557887434959412, "decode.d0.loss_cls": 2.165124702453613, "decode.d0.loss_mask": 0.7596815168857575, "decode.d0.loss_dice": 1.2744732469320297, "decode.d1.loss_cls": 0.8550255358219147, "decode.d1.loss_mask": 0.6957134127616882, "decode.d1.loss_dice": 1.1493733286857606, "decode.d2.loss_cls": 0.6800443239510059, "decode.d2.loss_mask": 0.6750499099493027, "decode.d2.loss_dice": 1.0779489636421205, "decode.d3.loss_cls": 0.6335987016558647, "decode.d3.loss_mask": 0.6841126769781113, "decode.d3.loss_dice": 1.0758177191019058, "decode.d4.loss_cls": 0.5962727092206478, "decode.d4.loss_mask": 0.6780623286962509, "decode.d4.loss_dice": 1.0737653225660324, "decode.d5.loss_cls": 0.6298300921916962, "decode.d5.loss_mask": 0.6705787628889084, "decode.d5.loss_dice": 1.0428292632102967, "decode.d6.loss_cls": 0.5650581456720829, "decode.d6.loss_mask": 0.679477545619011, "decode.d6.loss_dice": 1.0318364143371581, "decode.d7.loss_cls": 0.5396162584424019, "decode.d7.loss_mask": 0.6805076867341995, "decode.d7.loss_dice": 1.0538011133670806, "decode.d8.loss_cls": 0.5189636275172234, "decode.d8.loss_mask": 0.6840458154678345, "decode.d8.loss_dice": 1.0651786029338837, "time": 0.5583493709564209, "memory": 7255, "step": 107650}
{"lr": 3.6554931843768672e-06, "data_time": 0.009496808052062988, "grad_norm": 86.49585037231445, "loss": 22.092866802215575, "decode.loss_cls": 0.48157603293657303, "decode.loss_mask": 0.5944180220365525, "decode.loss_dice": 0.9120645105838776, "decode.d0.loss_cls": 1.9819370985031128, "decode.d0.loss_mask": 0.6247385174036026, "decode.d0.loss_dice": 1.031040072441101, "decode.d1.loss_cls": 0.7206490889191628, "decode.d1.loss_mask": 0.6194503784179688, "decode.d1.loss_dice": 0.9677491247653961, "decode.d2.loss_cls": 0.6145512700080872, "decode.d2.loss_mask": 0.6017336636781693, "decode.d2.loss_dice": 0.9162773221731186, "decode.d3.loss_cls": 0.540392205119133, "decode.d3.loss_mask": 0.6131887421011925, "decode.d3.loss_dice": 0.9112542122602463, "decode.d4.loss_cls": 0.5233567625284195, "decode.d4.loss_mask": 0.6071714803576469, "decode.d4.loss_dice": 0.904802356660366, "decode.d5.loss_cls": 0.547728356719017, "decode.d5.loss_mask": 0.598904874920845, "decode.d5.loss_dice": 0.903691665828228, "decode.d6.loss_cls": 0.43962058126926423, "decode.d6.loss_mask": 0.5929190263152122, "decode.d6.loss_dice": 0.9058444187045097, "decode.d7.loss_cls": 0.44856905937194824, "decode.d7.loss_mask": 0.5965030699968338, "decode.d7.loss_dice": 0.9124681144952774, "decode.d8.loss_cls": 0.4710966646671295, "decode.d8.loss_mask": 0.5992566779255867, "decode.d8.loss_dice": 0.9099135279655457, "time": 0.5333701848983765, "memory": 7223, "step": 107700}
{"lr": 3.6523477721548946e-06, "data_time": 0.009451603889465332, "grad_norm": 85.16842727661133, "loss": 26.296401071548463, "decode.loss_cls": 0.4906009458005428, "decode.loss_mask": 0.7328880026936531, "decode.loss_dice": 1.1227471262216568, "decode.d0.loss_cls": 2.2497401237487793, "decode.d0.loss_mask": 0.871585713326931, "decode.d0.loss_dice": 1.24872667491436, "decode.d1.loss_cls": 0.7241522453725338, "decode.d1.loss_mask": 0.784918674826622, "decode.d1.loss_dice": 1.1792029112577438, "decode.d2.loss_cls": 0.6443540833890438, "decode.d2.loss_mask": 0.777792789041996, "decode.d2.loss_dice": 1.1283352077007294, "decode.d3.loss_cls": 0.5380309484899044, "decode.d3.loss_mask": 0.7435831725597382, "decode.d3.loss_dice": 1.1182865232229233, "decode.d4.loss_cls": 0.5093821980059147, "decode.d4.loss_mask": 0.7413297593593597, "decode.d4.loss_dice": 1.118821832537651, "decode.d5.loss_cls": 0.5688039004802704, "decode.d5.loss_mask": 0.7299757093191147, "decode.d5.loss_dice": 1.1215376436710358, "decode.d6.loss_cls": 0.5333362385630608, "decode.d6.loss_mask": 0.7327641099691391, "decode.d6.loss_dice": 1.1535034596920013, "decode.d7.loss_cls": 0.5209468528628349, "decode.d7.loss_mask": 0.7303952813148499, "decode.d7.loss_dice": 1.108892086148262, "decode.d8.loss_cls": 0.49844479411840437, "decode.d8.loss_mask": 0.7363073781132699, "decode.d8.loss_dice": 1.13701488673687, "time": 0.5340627670288086, "memory": 7217, "step": 107750}
{"lr": 3.649202058922084e-06, "data_time": 0.009203720092773437, "grad_norm": 86.09257087707519, "loss": 20.885944843292236, "decode.loss_cls": 0.24729412868618966, "decode.loss_mask": 0.5945968180894852, "decode.loss_dice": 1.0022204205393792, "decode.d0.loss_cls": 2.0299328207969665, "decode.d0.loss_mask": 0.6767002314329147, "decode.d0.loss_dice": 1.134480008482933, "decode.d1.loss_cls": 0.38561216816306115, "decode.d1.loss_mask": 0.5987368002533913, "decode.d1.loss_dice": 1.0410388499498366, "decode.d2.loss_cls": 0.36749826073646547, "decode.d2.loss_mask": 0.5946551918983459, "decode.d2.loss_dice": 1.0172506332397462, "decode.d3.loss_cls": 0.34141224473714826, "decode.d3.loss_mask": 0.5832123935222626, "decode.d3.loss_dice": 0.969720821082592, "decode.d4.loss_cls": 0.3106229864060879, "decode.d4.loss_mask": 0.5866597503423691, "decode.d4.loss_dice": 0.99550102353096, "decode.d5.loss_cls": 0.2855511073023081, "decode.d5.loss_mask": 0.5909516602754593, "decode.d5.loss_dice": 1.005366389453411, "decode.d6.loss_cls": 0.264127504453063, "decode.d6.loss_mask": 0.5931269094347954, "decode.d6.loss_dice": 0.989439208805561, "decode.d7.loss_cls": 0.2600051607936621, "decode.d7.loss_mask": 0.5937261372804642, "decode.d7.loss_dice": 0.9897180184721946, "decode.d8.loss_cls": 0.24606766514480113, "decode.d8.loss_mask": 0.5996048718690872, "decode.d8.loss_dice": 0.9911144405603409, "time": 0.5625345706939697, "memory": 7199, "step": 107800}
{"lr": 3.6460560443612654e-06, "data_time": 0.009431242942810059, "grad_norm": 103.0466522216797, "loss": 24.535200691223146, "decode.loss_cls": 0.4830677893012762, "decode.loss_mask": 0.720417445898056, "decode.loss_dice": 1.0080998450517655, "decode.d0.loss_cls": 1.92938392162323, "decode.d0.loss_mask": 0.8228217244148255, "decode.d0.loss_dice": 1.1824482649564743, "decode.d1.loss_cls": 0.569581438601017, "decode.d1.loss_mask": 0.7803735822439194, "decode.d1.loss_dice": 1.0640923261642456, "decode.d2.loss_cls": 0.5348063752055168, "decode.d2.loss_mask": 0.7675378113985062, "decode.d2.loss_dice": 1.0628852277994156, "decode.d3.loss_cls": 0.5096926961094141, "decode.d3.loss_mask": 0.7438637554645539, "decode.d3.loss_dice": 1.0247721374034882, "decode.d4.loss_cls": 0.5003673154860735, "decode.d4.loss_mask": 0.7629481554031372, "decode.d4.loss_dice": 1.0545546233654022, "decode.d5.loss_cls": 0.522761239670217, "decode.d5.loss_mask": 0.744844663143158, "decode.d5.loss_dice": 1.036985170841217, "decode.d6.loss_cls": 0.5429141812026501, "decode.d6.loss_mask": 0.7407525271177292, "decode.d6.loss_dice": 1.0059756249189378, "decode.d7.loss_cls": 0.463577888160944, "decode.d7.loss_mask": 0.745313286781311, "decode.d7.loss_dice": 0.9986448884010315, "decode.d8.loss_cls": 0.46033884435892103, "decode.d8.loss_mask": 0.7381380677223206, "decode.d8.loss_dice": 1.0132393002510072, "time": 0.5356288194656372, "memory": 7234, "step": 107850}
{"lr": 3.6429097281546297e-06, "data_time": 0.009492230415344239, "grad_norm": 86.06640167236328, "loss": 21.44792995452881, "decode.loss_cls": 0.387413227558136, "decode.loss_mask": 0.6806668698787689, "decode.loss_dice": 0.8698134094476699, "decode.d0.loss_cls": 1.6816012501716613, "decode.d0.loss_mask": 0.7524858057498932, "decode.d0.loss_dice": 0.9860836774110794, "decode.d1.loss_cls": 0.5113295450806618, "decode.d1.loss_mask": 0.6994716405868531, "decode.d1.loss_dice": 0.9463555872440338, "decode.d2.loss_cls": 0.4796180546283722, "decode.d2.loss_mask": 0.6835922688245774, "decode.d2.loss_dice": 0.9171439379453659, "decode.d3.loss_cls": 0.4590015962719917, "decode.d3.loss_mask": 0.6749597221612931, "decode.d3.loss_dice": 0.8822852462530136, "decode.d4.loss_cls": 0.44001718088984487, "decode.d4.loss_mask": 0.6867024540901184, "decode.d4.loss_dice": 0.8891235500574112, "decode.d5.loss_cls": 0.3932247988879681, "decode.d5.loss_mask": 0.6842241704463958, "decode.d5.loss_dice": 0.9079354912042618, "decode.d6.loss_cls": 0.41108596250414847, "decode.d6.loss_mask": 0.685193657875061, "decode.d6.loss_dice": 0.8815842419862747, "decode.d7.loss_cls": 0.3953794494271278, "decode.d7.loss_mask": 0.6749767631292343, "decode.d7.loss_dice": 0.8647700041532517, "decode.d8.loss_cls": 0.35423927679657935, "decode.d8.loss_mask": 0.6811121702194214, "decode.d8.loss_dice": 0.8865379750728607, "time": 0.5354876041412353, "memory": 7257, "step": 107900}
{"lr": 3.639763109983723e-06, "data_time": 0.009445834159851074, "grad_norm": 94.52353744506836, "loss": 18.039047241210938, "decode.loss_cls": 0.2854190465062857, "decode.loss_mask": 0.5589862316846848, "decode.loss_dice": 0.7373501747846604, "decode.d0.loss_cls": 1.9272302031517028, "decode.d0.loss_mask": 0.623192909359932, "decode.d0.loss_dice": 0.8377428323030471, "decode.d1.loss_cls": 0.44247524365782737, "decode.d1.loss_mask": 0.563712763786316, "decode.d1.loss_dice": 0.7611391738057136, "decode.d2.loss_cls": 0.3559322953224182, "decode.d2.loss_mask": 0.5570933938026428, "decode.d2.loss_dice": 0.7317180961370469, "decode.d3.loss_cls": 0.3591241430491209, "decode.d3.loss_mask": 0.5551803410053253, "decode.d3.loss_dice": 0.7420754954218864, "decode.d4.loss_cls": 0.32172952089458706, "decode.d4.loss_mask": 0.5636946737766266, "decode.d4.loss_dice": 0.7512924045324325, "decode.d5.loss_cls": 0.32229298148304225, "decode.d5.loss_mask": 0.5550148874521256, "decode.d5.loss_dice": 0.7495566368103027, "decode.d6.loss_cls": 0.28432216849178077, "decode.d6.loss_mask": 0.5605186104774476, "decode.d6.loss_dice": 0.723568218946457, "decode.d7.loss_cls": 0.31243956815451385, "decode.d7.loss_mask": 0.55525022149086, "decode.d7.loss_dice": 0.7207460939884186, "decode.d8.loss_cls": 0.29379855189472437, "decode.d8.loss_mask": 0.5592897176742554, "decode.d8.loss_dice": 0.7271604895591736, "time": 0.5596075534820557, "memory": 7209, "step": 107950}
{"lr": 3.6366161895294526e-06, "data_time": 0.009566307067871094, "grad_norm": 77.96721382141114, "loss": 25.170083427429198, "decode.loss_cls": 0.6305486682802439, "decode.loss_mask": 0.590817378461361, "decode.loss_dice": 1.1293136954307557, "decode.d0.loss_cls": 2.0742309927940368, "decode.d0.loss_mask": 0.7595438092947007, "decode.d0.loss_dice": 1.3519297152757646, "decode.d1.loss_cls": 0.5768666312098503, "decode.d1.loss_mask": 0.7110926121473312, "decode.d1.loss_dice": 1.2580732941627502, "decode.d2.loss_cls": 0.5438783682882786, "decode.d2.loss_mask": 0.67798111140728, "decode.d2.loss_dice": 1.1895522356033326, "decode.d3.loss_cls": 0.4828774333000183, "decode.d3.loss_mask": 0.659939381480217, "decode.d3.loss_dice": 1.11873769313097, "decode.d4.loss_cls": 0.4271000221371651, "decode.d4.loss_mask": 0.6493664562702179, "decode.d4.loss_dice": 1.1518727079033853, "decode.d5.loss_cls": 0.4787154071033001, "decode.d5.loss_mask": 0.6501769587397576, "decode.d5.loss_dice": 1.1461705625057221, "decode.d6.loss_cls": 0.5072276175022126, "decode.d6.loss_mask": 0.6488622158765793, "decode.d6.loss_dice": 1.1622701853513717, "decode.d7.loss_cls": 0.5005202900618315, "decode.d7.loss_mask": 0.6481358096003532, "decode.d7.loss_dice": 1.1467163786292076, "decode.d8.loss_cls": 0.5481567170470953, "decode.d8.loss_mask": 0.6120727926492691, "decode.d8.loss_dice": 1.1373360708355904, "time": 0.5339900255203247, "memory": 7262, "step": 108000}
{"lr": 3.633468966472079e-06, "data_time": 0.009325623512268066, "grad_norm": 83.28840637207031, "loss": 21.162160110473632, "decode.loss_cls": 0.4560437548905611, "decode.loss_mask": 0.5529191017150878, "decode.loss_dice": 0.8564066141843796, "decode.d0.loss_cls": 1.9674621939659118, "decode.d0.loss_mask": 0.6517787367105484, "decode.d0.loss_dice": 1.049012875556946, "decode.d1.loss_cls": 0.6430243849754333, "decode.d1.loss_mask": 0.576696640253067, "decode.d1.loss_dice": 0.9822232663631439, "decode.d2.loss_cls": 0.5046111159026623, "decode.d2.loss_mask": 0.5975745677947998, "decode.d2.loss_dice": 0.9281734496355056, "decode.d3.loss_cls": 0.44831150621175764, "decode.d3.loss_mask": 0.6039891511201858, "decode.d3.loss_dice": 0.9012863904237747, "decode.d4.loss_cls": 0.4633953906595707, "decode.d4.loss_mask": 0.5687766194343566, "decode.d4.loss_dice": 0.8666669011116028, "decode.d5.loss_cls": 0.44133997038006784, "decode.d5.loss_mask": 0.5746172070503235, "decode.d5.loss_dice": 0.8816643118858337, "decode.d6.loss_cls": 0.44667518585920335, "decode.d6.loss_mask": 0.5739047080278397, "decode.d6.loss_dice": 0.8729599058628082, "decode.d7.loss_cls": 0.4458382811397314, "decode.d7.loss_mask": 0.5599548995494843, "decode.d7.loss_dice": 0.8575615167617798, "decode.d8.loss_cls": 0.4720553170889616, "decode.d8.loss_mask": 0.5626276642084121, "decode.d8.loss_dice": 0.8546080857515335, "time": 0.5347818613052369, "memory": 7233, "step": 108050}
{"lr": 3.63032144049122e-06, "data_time": 0.009554123878479004, "grad_norm": 99.5447166442871, "loss": 22.77977418899536, "decode.loss_cls": 0.44781805761158466, "decode.loss_mask": 0.718669730424881, "decode.loss_dice": 0.8551525920629501, "decode.d0.loss_cls": 1.9766306757926941, "decode.d0.loss_mask": 0.7655987560749054, "decode.d0.loss_dice": 0.9401507616043091, "decode.d1.loss_cls": 0.7693818971514702, "decode.d1.loss_mask": 0.7398399323225021, "decode.d1.loss_dice": 0.9493452429771423, "decode.d2.loss_cls": 0.6071233458817005, "decode.d2.loss_mask": 0.7566936075687408, "decode.d2.loss_dice": 0.8921416521072387, "decode.d3.loss_cls": 0.4988310445100069, "decode.d3.loss_mask": 0.7340602397918701, "decode.d3.loss_dice": 0.872140833735466, "decode.d4.loss_cls": 0.462714821472764, "decode.d4.loss_mask": 0.716904079914093, "decode.d4.loss_dice": 0.8731688320636749, "decode.d5.loss_cls": 0.4691387191414833, "decode.d5.loss_mask": 0.7103761970996857, "decode.d5.loss_dice": 0.8708209991455078, "decode.d6.loss_cls": 0.45955054387450217, "decode.d6.loss_mask": 0.725127312541008, "decode.d6.loss_dice": 0.8723641753196716, "decode.d7.loss_cls": 0.4573837086558342, "decode.d7.loss_mask": 0.7211703032255172, "decode.d7.loss_dice": 0.870273032784462, "decode.d8.loss_cls": 0.4388973120599985, "decode.d8.loss_mask": 0.729090404510498, "decode.d8.loss_dice": 0.8792148470878601, "time": 0.5308151483535767, "memory": 7281, "step": 108100}
{"lr": 3.627173611265843e-06, "data_time": 0.009602093696594238, "grad_norm": 89.28380279541015, "loss": 23.591044425964355, "decode.loss_cls": 0.540108747780323, "decode.loss_mask": 0.5948858231306076, "decode.loss_dice": 0.8915197730064393, "decode.d0.loss_cls": 2.3649561762809754, "decode.d0.loss_mask": 0.6974802255630493, "decode.d0.loss_dice": 1.115361648797989, "decode.d1.loss_cls": 0.702100770175457, "decode.d1.loss_mask": 0.644094830751419, "decode.d1.loss_dice": 1.0412899374961853, "decode.d2.loss_cls": 0.7464626833796502, "decode.d2.loss_mask": 0.6340748488903045, "decode.d2.loss_dice": 0.962776193022728, "decode.d3.loss_cls": 0.6518554911017418, "decode.d3.loss_mask": 0.6167298585176468, "decode.d3.loss_dice": 0.9266759932041169, "decode.d4.loss_cls": 0.6412493057549, "decode.d4.loss_mask": 0.6169679313898087, "decode.d4.loss_dice": 0.9188492357730865, "decode.d5.loss_cls": 0.6145733304321765, "decode.d5.loss_mask": 0.6117444783449173, "decode.d5.loss_dice": 0.9079277247190476, "decode.d6.loss_cls": 0.5789615184068679, "decode.d6.loss_mask": 0.596575453877449, "decode.d6.loss_dice": 0.9017257988452911, "decode.d7.loss_cls": 0.5473841108381748, "decode.d7.loss_mask": 0.5993125766515732, "decode.d7.loss_dice": 0.888434374332428, "decode.d8.loss_cls": 0.5345418393611908, "decode.d8.loss_mask": 0.5997200548648834, "decode.d8.loss_dice": 0.9027039408683777, "time": 0.5571627378463745, "memory": 7252, "step": 108150}
{"lr": 3.6240254784742633e-06, "data_time": 0.009076380729675293, "grad_norm": 82.48045921325684, "loss": 18.197519969940185, "decode.loss_cls": 0.4415403090417385, "decode.loss_mask": 0.40383796095848085, "decode.loss_dice": 0.7305909335613251, "decode.d0.loss_cls": 1.9559358596801757, "decode.d0.loss_mask": 0.4440096467733383, "decode.d0.loss_dice": 0.886852702498436, "decode.d1.loss_cls": 0.7273301411420107, "decode.d1.loss_mask": 0.42125611901283266, "decode.d1.loss_dice": 0.7738779604434967, "decode.d2.loss_cls": 0.6121613506227732, "decode.d2.loss_mask": 0.45920080244541167, "decode.d2.loss_dice": 0.7636228069663048, "decode.d3.loss_cls": 0.5372221350669861, "decode.d3.loss_mask": 0.40779171884059906, "decode.d3.loss_dice": 0.6953161537647248, "decode.d4.loss_cls": 0.5235078904777766, "decode.d4.loss_mask": 0.39331727623939516, "decode.d4.loss_dice": 0.7122573927044868, "decode.d5.loss_cls": 0.47814836576581, "decode.d5.loss_mask": 0.4229835391044617, "decode.d5.loss_dice": 0.7204671651124954, "decode.d6.loss_cls": 0.46753155067563057, "decode.d6.loss_mask": 0.3890088960528374, "decode.d6.loss_dice": 0.7242390304803848, "decode.d7.loss_cls": 0.44783235117793085, "decode.d7.loss_mask": 0.3800040170550346, "decode.d7.loss_dice": 0.6907065853476524, "decode.d8.loss_cls": 0.41175935249775647, "decode.d8.loss_mask": 0.43853380978107454, "decode.d8.loss_dice": 0.7366765588521957, "time": 0.5573103904724122, "memory": 7210, "step": 108200}
{"lr": 3.6208770417941446e-06, "data_time": 0.00968918800354004, "grad_norm": 85.24595718383789, "loss": 21.398810958862306, "decode.loss_cls": 0.5200815796852112, "decode.loss_mask": 0.5209622532129288, "decode.loss_dice": 0.8259762108325959, "decode.d0.loss_cls": 2.3276191353797913, "decode.d0.loss_mask": 0.5757845610380172, "decode.d0.loss_dice": 0.9593531519174576, "decode.d1.loss_cls": 0.7110259860754014, "decode.d1.loss_mask": 0.5173204004764557, "decode.d1.loss_dice": 0.8887822449207305, "decode.d2.loss_cls": 0.6274927943944931, "decode.d2.loss_mask": 0.5445460423827171, "decode.d2.loss_dice": 0.8870138376951218, "decode.d3.loss_cls": 0.6099234841763973, "decode.d3.loss_mask": 0.5221463203430176, "decode.d3.loss_dice": 0.7961527645587921, "decode.d4.loss_cls": 0.5875843673944473, "decode.d4.loss_mask": 0.5123120933771134, "decode.d4.loss_dice": 0.814854821562767, "decode.d5.loss_cls": 0.6056999951601029, "decode.d5.loss_mask": 0.5181179195642471, "decode.d5.loss_dice": 0.8461705595254898, "decode.d6.loss_cls": 0.5877321735024452, "decode.d6.loss_mask": 0.5071527242660523, "decode.d6.loss_dice": 0.8139358431100845, "decode.d7.loss_cls": 0.5661238178610801, "decode.d7.loss_mask": 0.5118678003549576, "decode.d7.loss_dice": 0.8219479441642761, "decode.d8.loss_cls": 0.527843252569437, "decode.d8.loss_mask": 0.5219600528478623, "decode.d8.loss_dice": 0.821326544880867, "time": 0.5351845741271972, "memory": 7249, "step": 108250}
{"lr": 3.617728300902501e-06, "data_time": 0.009517955780029296, "grad_norm": 93.07880783081055, "loss": 23.218258237838747, "decode.loss_cls": 0.5601927787065506, "decode.loss_mask": 0.53973917812109, "decode.loss_dice": 0.9204489022493363, "decode.d0.loss_cls": 2.1017080664634706, "decode.d0.loss_mask": 0.6347657650709152, "decode.d0.loss_dice": 1.191258542239666, "decode.d1.loss_cls": 0.7140875190496445, "decode.d1.loss_mask": 0.63522909283638, "decode.d1.loss_dice": 1.1121139079332352, "decode.d2.loss_cls": 0.7027949705719948, "decode.d2.loss_mask": 0.5795254454016685, "decode.d2.loss_dice": 1.0028144642710686, "decode.d3.loss_cls": 0.6762710347771644, "decode.d3.loss_mask": 0.5630510583519935, "decode.d3.loss_dice": 0.9606771320104599, "decode.d4.loss_cls": 0.6351269364356995, "decode.d4.loss_mask": 0.5456318438053132, "decode.d4.loss_dice": 0.9386178091168403, "decode.d5.loss_cls": 0.6090021744370461, "decode.d5.loss_mask": 0.5531316861510277, "decode.d5.loss_dice": 0.9426461085677147, "decode.d6.loss_cls": 0.6076196968555451, "decode.d6.loss_mask": 0.5315095916390419, "decode.d6.loss_dice": 0.9412800580263138, "decode.d7.loss_cls": 0.5564787268638611, "decode.d7.loss_mask": 0.5351546347141266, "decode.d7.loss_dice": 0.9228532075881958, "decode.d8.loss_cls": 0.543838857114315, "decode.d8.loss_mask": 0.5390271097421646, "decode.d8.loss_dice": 0.9216614216566086, "time": 0.5325380563735962, "memory": 7243, "step": 108300}
{"lr": 3.6145792554756864e-06, "data_time": 0.009581398963928223, "grad_norm": 84.62804260253907, "loss": 20.047006797790527, "decode.loss_cls": 0.39082596749067305, "decode.loss_mask": 0.554817208647728, "decode.loss_dice": 0.7936122253537178, "decode.d0.loss_cls": 1.9114567577838897, "decode.d0.loss_mask": 0.6071368962526321, "decode.d0.loss_dice": 0.8993023246526718, "decode.d1.loss_cls": 0.6253071390092373, "decode.d1.loss_mask": 0.5831765294075012, "decode.d1.loss_dice": 0.8433745101094245, "decode.d2.loss_cls": 0.5706981122493744, "decode.d2.loss_mask": 0.5511243343353271, "decode.d2.loss_dice": 0.8045699596405029, "decode.d3.loss_cls": 0.5377310425043106, "decode.d3.loss_mask": 0.5487652003765107, "decode.d3.loss_dice": 0.8028844892978668, "decode.d4.loss_cls": 0.4754273399710655, "decode.d4.loss_mask": 0.5511264324188232, "decode.d4.loss_dice": 0.8117717638611793, "decode.d5.loss_cls": 0.4635988220572472, "decode.d5.loss_mask": 0.5555777013301849, "decode.d5.loss_dice": 0.8105979830026626, "decode.d6.loss_cls": 0.46971462219953536, "decode.d6.loss_mask": 0.5596435964107513, "decode.d6.loss_dice": 0.7779047265648842, "decode.d7.loss_cls": 0.43759302943944933, "decode.d7.loss_mask": 0.5606713145971298, "decode.d7.loss_dice": 0.785093703866005, "decode.d8.loss_cls": 0.42838849276304247, "decode.d8.loss_mask": 0.5549796462059021, "decode.d8.loss_dice": 0.7801349580287933, "time": 0.5888663530349731, "memory": 7259, "step": 108350}
{"lr": 3.611429905189394e-06, "data_time": 0.009394025802612305, "grad_norm": 91.34292907714844, "loss": 29.37421112060547, "decode.loss_cls": 0.6471754774451256, "decode.loss_mask": 0.7199047222733498, "decode.loss_dice": 1.292482167482376, "decode.d0.loss_cls": 2.37095193862915, "decode.d0.loss_mask": 0.7988909363746644, "decode.d0.loss_dice": 1.4779469430446626, "decode.d1.loss_cls": 0.8048335805535316, "decode.d1.loss_mask": 0.7732552975416184, "decode.d1.loss_dice": 1.4451759934425354, "decode.d2.loss_cls": 0.7400305084884167, "decode.d2.loss_mask": 0.7388622418045998, "decode.d2.loss_dice": 1.373450118303299, "decode.d3.loss_cls": 0.6911445304751396, "decode.d3.loss_mask": 0.7327821105718613, "decode.d3.loss_dice": 1.3061675548553466, "decode.d4.loss_cls": 0.6636400893330574, "decode.d4.loss_mask": 0.7181447550654412, "decode.d4.loss_dice": 1.3062129735946655, "decode.d5.loss_cls": 0.6822555601596832, "decode.d5.loss_mask": 0.7340064704418182, "decode.d5.loss_dice": 1.3104825615882874, "decode.d6.loss_cls": 0.6572575591504574, "decode.d6.loss_mask": 0.732962355017662, "decode.d6.loss_dice": 1.307927632331848, "decode.d7.loss_cls": 0.6432873919606209, "decode.d7.loss_mask": 0.7312015071511269, "decode.d7.loss_dice": 1.30605348944664, "decode.d8.loss_cls": 0.5993175722658635, "decode.d8.loss_mask": 0.7533902212977409, "decode.d8.loss_dice": 1.3150170922279358, "time": 0.5324595451354981, "memory": 7355, "step": 108400}
{"lr": 3.608280249718665e-06, "data_time": 0.009475517272949218, "grad_norm": 105.67621688842773, "loss": 22.094756364822388, "decode.loss_cls": 0.47906280532479284, "decode.loss_mask": 0.6601558215916157, "decode.loss_dice": 0.8284297347068786, "decode.d0.loss_cls": 1.9824025988578797, "decode.d0.loss_mask": 0.7331588640809059, "decode.d0.loss_dice": 1.074223031103611, "decode.d1.loss_cls": 0.5824512422084809, "decode.d1.loss_mask": 0.6807599902153015, "decode.d1.loss_dice": 0.9883204206824303, "decode.d2.loss_cls": 0.5438987739384175, "decode.d2.loss_mask": 0.6640176981687546, "decode.d2.loss_dice": 0.8677313551306725, "decode.d3.loss_cls": 0.5279749393463135, "decode.d3.loss_mask": 0.6568181812763214, "decode.d3.loss_dice": 0.8477565690875053, "decode.d4.loss_cls": 0.5116383410990238, "decode.d4.loss_mask": 0.6560233443975448, "decode.d4.loss_dice": 0.8377643555402756, "decode.d5.loss_cls": 0.43299477845430373, "decode.d5.loss_mask": 0.6741666257381439, "decode.d5.loss_dice": 0.8623227834701538, "decode.d6.loss_cls": 0.46580310314893725, "decode.d6.loss_mask": 0.6566509902477264, "decode.d6.loss_dice": 0.8434347063302994, "decode.d7.loss_cls": 0.5313460789620876, "decode.d7.loss_mask": 0.657852204144001, "decode.d7.loss_dice": 0.8306071281433105, "decode.d8.loss_cls": 0.5145426720380784, "decode.d8.loss_mask": 0.6625872246921063, "decode.d8.loss_dice": 0.8398598581552505, "time": 0.535309624671936, "memory": 7203, "step": 108450}
{"lr": 3.605130288737874e-06, "data_time": 0.009515047073364258, "grad_norm": 76.39696922302247, "loss": 25.834780311584474, "decode.loss_cls": 0.5443061575293541, "decode.loss_mask": 0.5719613537192345, "decode.loss_dice": 1.1126873642206192, "decode.d0.loss_cls": 2.4779995560646055, "decode.d0.loss_mask": 0.6698732510209083, "decode.d0.loss_dice": 1.3639621794223786, "decode.d1.loss_cls": 0.9222445443272591, "decode.d1.loss_mask": 0.6153172522783279, "decode.d1.loss_dice": 1.2135110825300217, "decode.d2.loss_cls": 0.6923070579767228, "decode.d2.loss_mask": 0.612456388771534, "decode.d2.loss_dice": 1.1834464013576507, "decode.d3.loss_cls": 0.6200673416256904, "decode.d3.loss_mask": 0.5927796766161919, "decode.d3.loss_dice": 1.1328026682138443, "decode.d4.loss_cls": 0.5968785241246224, "decode.d4.loss_mask": 0.5910300806164741, "decode.d4.loss_dice": 1.1270820856094361, "decode.d5.loss_cls": 0.5968547448515892, "decode.d5.loss_mask": 0.5802000790834427, "decode.d5.loss_dice": 1.1263152420520783, "decode.d6.loss_cls": 0.587568324804306, "decode.d6.loss_mask": 0.5795522212982178, "decode.d6.loss_dice": 1.1136139631271362, "decode.d7.loss_cls": 0.6137346893548965, "decode.d7.loss_mask": 0.5781390935182571, "decode.d7.loss_dice": 1.151532194018364, "decode.d8.loss_cls": 0.5879662603139877, "decode.d8.loss_mask": 0.5691550344228744, "decode.d8.loss_dice": 1.109436136484146, "time": 0.564134931564331, "memory": 7262, "step": 108500}
{"lr": 3.601980021920733e-06, "data_time": 0.009487342834472657, "grad_norm": 78.69645118713379, "loss": 18.777535247802735, "decode.loss_cls": 0.32455016002058984, "decode.loss_mask": 0.5289357632398606, "decode.loss_dice": 0.8684066742658615, "decode.d0.loss_cls": 1.6036930203437805, "decode.d0.loss_mask": 0.5642220288515091, "decode.d0.loss_dice": 0.9555658489465714, "decode.d1.loss_cls": 0.43755069226026533, "decode.d1.loss_mask": 0.5320392549037933, "decode.d1.loss_dice": 0.9232994437217712, "decode.d2.loss_cls": 0.4097736932337284, "decode.d2.loss_mask": 0.5301498904824257, "decode.d2.loss_dice": 0.878492945432663, "decode.d3.loss_cls": 0.43198355212807654, "decode.d3.loss_mask": 0.5247661784291268, "decode.d3.loss_dice": 0.8106987714767456, "decode.d4.loss_cls": 0.34642932265996934, "decode.d4.loss_mask": 0.5262529581785202, "decode.d4.loss_dice": 0.8532478272914886, "decode.d5.loss_cls": 0.32322267442941666, "decode.d5.loss_mask": 0.527968880534172, "decode.d5.loss_dice": 0.8403951823711395, "decode.d6.loss_cls": 0.31189195439219475, "decode.d6.loss_mask": 0.5343114018440247, "decode.d6.loss_dice": 0.8393392950296402, "decode.d7.loss_cls": 0.2889303222298622, "decode.d7.loss_mask": 0.5355547666549683, "decode.d7.loss_dice": 0.8322151958942413, "decode.d8.loss_cls": 0.3183926708996296, "decode.d8.loss_mask": 0.5326357170939445, "decode.d8.loss_dice": 0.8426186203956604, "time": 0.536501669883728, "memory": 7313, "step": 108550}
{"lr": 3.5988294489402856e-06, "data_time": 0.00953080654144287, "grad_norm": 98.10127410888671, "loss": 22.09394702911377, "decode.loss_cls": 0.3553514003753662, "decode.loss_mask": 0.6583307340741158, "decode.loss_dice": 0.9148916661739349, "decode.d0.loss_cls": 2.103983473777771, "decode.d0.loss_mask": 0.7510054111480713, "decode.d0.loss_dice": 1.1320536881685257, "decode.d1.loss_cls": 0.568951991200447, "decode.d1.loss_mask": 0.6918227404356003, "decode.d1.loss_dice": 1.0152098417282105, "decode.d2.loss_cls": 0.424601686000824, "decode.d2.loss_mask": 0.6797640770673752, "decode.d2.loss_dice": 0.9720122754573822, "decode.d3.loss_cls": 0.43790948390960693, "decode.d3.loss_mask": 0.6523601084947586, "decode.d3.loss_dice": 0.9336200475692749, "decode.d4.loss_cls": 0.37448368817567823, "decode.d4.loss_mask": 0.6575606793165207, "decode.d4.loss_dice": 0.954133939743042, "decode.d5.loss_cls": 0.423297156393528, "decode.d5.loss_mask": 0.6542713463306427, "decode.d5.loss_dice": 0.9352564454078675, "decode.d6.loss_cls": 0.3696488730609417, "decode.d6.loss_mask": 0.6585885643959045, "decode.d6.loss_dice": 0.917148232460022, "decode.d7.loss_cls": 0.35473804399371145, "decode.d7.loss_mask": 0.6592902302742004, "decode.d7.loss_dice": 0.9237484604120254, "decode.d8.loss_cls": 0.3500215716660023, "decode.d8.loss_mask": 0.6624191582202912, "decode.d8.loss_dice": 0.9074717342853547, "time": 0.5354080438613892, "memory": 7227, "step": 108600}
{"lr": 3.5956785694689088e-06, "data_time": 0.009435057640075684, "grad_norm": 79.52770195007324, "loss": 23.992948532104492, "decode.loss_cls": 0.41969882845878603, "decode.loss_mask": 0.6373133927583694, "decode.loss_dice": 1.0941691517829895, "decode.d0.loss_cls": 1.871452534198761, "decode.d0.loss_mask": 0.7231087952852249, "decode.d0.loss_dice": 1.2572417676448822, "decode.d1.loss_cls": 0.6878810077905655, "decode.d1.loss_mask": 0.7056379020214081, "decode.d1.loss_dice": 1.1618618071079254, "decode.d2.loss_cls": 0.48552666530013083, "decode.d2.loss_mask": 0.6615639835596084, "decode.d2.loss_dice": 1.1367539376020432, "decode.d3.loss_cls": 0.48170630261301994, "decode.d3.loss_mask": 0.6527282625436783, "decode.d3.loss_dice": 1.120286101102829, "decode.d4.loss_cls": 0.4839938089251518, "decode.d4.loss_mask": 0.6553622677922248, "decode.d4.loss_dice": 1.0987015068531036, "decode.d5.loss_cls": 0.4569827914237976, "decode.d5.loss_mask": 0.6336840510368347, "decode.d5.loss_dice": 1.0886013716459275, "decode.d6.loss_cls": 0.4361119158565998, "decode.d6.loss_mask": 0.6292043149471283, "decode.d6.loss_dice": 1.0892947524785996, "decode.d7.loss_cls": 0.42856457382440566, "decode.d7.loss_mask": 0.6371714890003204, "decode.d7.loss_dice": 1.0946524739265442, "decode.d8.loss_cls": 0.42814797163009644, "decode.d8.loss_mask": 0.6431881666183472, "decode.d8.loss_dice": 1.0923569232225419, "time": 0.5356732606887817, "memory": 7227, "step": 108650}
{"lr": 3.592527383178311e-06, "data_time": 0.009543323516845703, "grad_norm": 82.40699996948243, "loss": 20.08812847137451, "decode.loss_cls": 0.33545300364494324, "decode.loss_mask": 0.571765011548996, "decode.loss_dice": 0.8917144000530243, "decode.d0.loss_cls": 2.0263672471046448, "decode.d0.loss_mask": 0.6228008508682251, "decode.d0.loss_dice": 1.0011831313371657, "decode.d1.loss_cls": 0.4813092932105064, "decode.d1.loss_mask": 0.5841808527708053, "decode.d1.loss_dice": 0.9379114538431168, "decode.d2.loss_cls": 0.3466634348034859, "decode.d2.loss_mask": 0.5921980082988739, "decode.d2.loss_dice": 0.9316892564296723, "decode.d3.loss_cls": 0.4095690980553627, "decode.d3.loss_mask": 0.574667364358902, "decode.d3.loss_dice": 0.8746706277132035, "decode.d4.loss_cls": 0.36649336144328115, "decode.d4.loss_mask": 0.563970896601677, "decode.d4.loss_dice": 0.8734640538692474, "decode.d5.loss_cls": 0.37366337403655053, "decode.d5.loss_mask": 0.5701814830303192, "decode.d5.loss_dice": 0.8533126622438431, "decode.d6.loss_cls": 0.3446482017636299, "decode.d6.loss_mask": 0.5692513018846512, "decode.d6.loss_dice": 0.8814998269081116, "decode.d7.loss_cls": 0.29429776668548585, "decode.d7.loss_mask": 0.5707267820835114, "decode.d7.loss_dice": 0.8597873508930206, "decode.d8.loss_cls": 0.34599900916218757, "decode.d8.loss_mask": 0.5681561052799224, "decode.d8.loss_dice": 0.8705327659845352, "time": 0.5367122888565063, "memory": 7227, "step": 108700}
{"lr": 3.589375889739527e-06, "data_time": 0.009407401084899902, "grad_norm": 90.31355438232421, "loss": 19.342539405822755, "decode.loss_cls": 0.3825909741222858, "decode.loss_mask": 0.543604525923729, "decode.loss_dice": 0.801048630475998, "decode.d0.loss_cls": 2.0137456357479095, "decode.d0.loss_mask": 0.6333861440420151, "decode.d0.loss_dice": 0.9176044583320617, "decode.d1.loss_cls": 0.39484755098819735, "decode.d1.loss_mask": 0.5744371682405471, "decode.d1.loss_dice": 0.8411686927080154, "decode.d2.loss_cls": 0.46151306182146073, "decode.d2.loss_mask": 0.5548382192850113, "decode.d2.loss_dice": 0.8461782842874527, "decode.d3.loss_cls": 0.40917500481009483, "decode.d3.loss_mask": 0.5500011503696441, "decode.d3.loss_dice": 0.8320790857076645, "decode.d4.loss_cls": 0.3995322875678539, "decode.d4.loss_mask": 0.5423779189586639, "decode.d4.loss_dice": 0.8254666715860367, "decode.d5.loss_cls": 0.3369955264031887, "decode.d5.loss_mask": 0.5408537358045578, "decode.d5.loss_dice": 0.8199234455823898, "decode.d6.loss_cls": 0.36013335958123205, "decode.d6.loss_mask": 0.537189120054245, "decode.d6.loss_dice": 0.7881742358207703, "decode.d7.loss_cls": 0.3729455105960369, "decode.d7.loss_mask": 0.5391758769750595, "decode.d7.loss_dice": 0.8001274168491364, "decode.d8.loss_cls": 0.3850138232111931, "decode.d8.loss_mask": 0.5348197400569916, "decode.d8.loss_dice": 0.8035920351743698, "time": 0.5587804794311524, "memory": 7203, "step": 108750}
{"lr": 3.5862240888229185e-06, "data_time": 0.009436368942260742, "grad_norm": 94.34220848083496, "loss": 21.53935317993164, "decode.loss_cls": 0.4199460044503212, "decode.loss_mask": 0.5365716099739075, "decode.loss_dice": 0.9096363306045532, "decode.d0.loss_cls": 2.2876962780952455, "decode.d0.loss_mask": 0.6378208100795746, "decode.d0.loss_dice": 1.02041175365448, "decode.d1.loss_cls": 0.6569181099534035, "decode.d1.loss_mask": 0.5530927300453186, "decode.d1.loss_dice": 0.9205076575279236, "decode.d2.loss_cls": 0.5872986279428005, "decode.d2.loss_mask": 0.5516876310110093, "decode.d2.loss_dice": 0.9459843039512634, "decode.d3.loss_cls": 0.4784208580851555, "decode.d3.loss_mask": 0.5406696200370789, "decode.d3.loss_dice": 0.9134581744670868, "decode.d4.loss_cls": 0.46526732966303824, "decode.d4.loss_mask": 0.5631406337022782, "decode.d4.loss_dice": 0.9344302177429199, "decode.d5.loss_cls": 0.4651128314435482, "decode.d5.loss_mask": 0.5577129393815994, "decode.d5.loss_dice": 0.9156473606824875, "decode.d6.loss_cls": 0.38763220980763435, "decode.d6.loss_mask": 0.5584618762135506, "decode.d6.loss_dice": 0.9343853056430816, "decode.d7.loss_cls": 0.40738087706267834, "decode.d7.loss_mask": 0.5308501273393631, "decode.d7.loss_dice": 0.8896022915840149, "decode.d8.loss_cls": 0.5457487046718598, "decode.d8.loss_mask": 0.5342914953827858, "decode.d8.loss_dice": 0.8895681113004684, "time": 0.5348619222640991, "memory": 7198, "step": 108800}
{"lr": 3.5830719800981707e-06, "data_time": 0.009261655807495116, "grad_norm": 95.27314758300781, "loss": 22.407778930664062, "decode.loss_cls": 0.39999872669577596, "decode.loss_mask": 0.6316712617874145, "decode.loss_dice": 1.0101084411144257, "decode.d0.loss_cls": 1.8401258707046508, "decode.d0.loss_mask": 0.6829605489969254, "decode.d0.loss_dice": 1.1512641459703445, "decode.d1.loss_cls": 0.5470843642950058, "decode.d1.loss_mask": 0.6569799572229386, "decode.d1.loss_dice": 1.069655752182007, "decode.d2.loss_cls": 0.44863317608833314, "decode.d2.loss_mask": 0.6471036046743393, "decode.d2.loss_dice": 1.0349987208843232, "decode.d3.loss_cls": 0.4368801161646843, "decode.d3.loss_mask": 0.6356076568365097, "decode.d3.loss_dice": 1.0126769930124282, "decode.d4.loss_cls": 0.43695085793733596, "decode.d4.loss_mask": 0.6367125034332275, "decode.d4.loss_dice": 1.0144814670085907, "decode.d5.loss_cls": 0.4015393555164337, "decode.d5.loss_mask": 0.6274544447660446, "decode.d5.loss_dice": 1.0039153307676316, "decode.d6.loss_cls": 0.41418924555182457, "decode.d6.loss_mask": 0.6169824302196503, "decode.d6.loss_dice": 0.9967817544937134, "decode.d7.loss_cls": 0.3992590270936489, "decode.d7.loss_mask": 0.6140328228473664, "decode.d7.loss_dice": 0.9981840133666993, "decode.d8.loss_cls": 0.40458503887057307, "decode.d8.loss_mask": 0.6207061141729355, "decode.d8.loss_dice": 1.016254535317421, "time": 0.5349570035934448, "memory": 7206, "step": 108850}
{"lr": 3.579919563234295e-06, "data_time": 0.009654736518859864, "grad_norm": 93.66077041625977, "loss": 22.00481548309326, "decode.loss_cls": 0.41779948249459264, "decode.loss_mask": 0.645104992389679, "decode.loss_dice": 0.8831136018037796, "decode.d0.loss_cls": 1.9929406285285949, "decode.d0.loss_mask": 0.7500617623329162, "decode.d0.loss_dice": 1.0952803492546082, "decode.d1.loss_cls": 0.5702786073088646, "decode.d1.loss_mask": 0.685946935415268, "decode.d1.loss_dice": 0.9563824087381363, "decode.d2.loss_cls": 0.531727934628725, "decode.d2.loss_mask": 0.6741380810737609, "decode.d2.loss_dice": 0.9002315372228622, "decode.d3.loss_cls": 0.5018399521708489, "decode.d3.loss_mask": 0.6564486354589463, "decode.d3.loss_dice": 0.8865557670593261, "decode.d4.loss_cls": 0.45878100767731667, "decode.d4.loss_mask": 0.6575358510017395, "decode.d4.loss_dice": 0.8648171961307526, "decode.d5.loss_cls": 0.4703243479132652, "decode.d5.loss_mask": 0.6525783330202103, "decode.d5.loss_dice": 0.8712447822093964, "decode.d6.loss_cls": 0.44677549675107003, "decode.d6.loss_mask": 0.6601629465818405, "decode.d6.loss_dice": 0.8700597673654556, "decode.d7.loss_cls": 0.41249231845140455, "decode.d7.loss_mask": 0.6659501045942307, "decode.d7.loss_dice": 0.8735917240381241, "decode.d8.loss_cls": 0.43948565497994424, "decode.d8.loss_mask": 0.6416110754013061, "decode.d8.loss_dice": 0.8715545803308486, "time": 0.5348728895187378, "memory": 7252, "step": 108900}
{"lr": 3.5767668378996096e-06, "data_time": 0.009476518630981446, "grad_norm": 89.74535598754883, "loss": 18.533810758590697, "decode.loss_cls": 0.345759204775095, "decode.loss_mask": 0.6087592676281929, "decode.loss_dice": 0.6984815418720245, "decode.d0.loss_cls": 1.7609357237815857, "decode.d0.loss_mask": 0.668726609647274, "decode.d0.loss_dice": 0.8429634943604469, "decode.d1.loss_cls": 0.42841488420963286, "decode.d1.loss_mask": 0.6409318462014199, "decode.d1.loss_dice": 0.7944945991039276, "decode.d2.loss_cls": 0.43461002185940745, "decode.d2.loss_mask": 0.6349266558885575, "decode.d2.loss_dice": 0.7407748356461525, "decode.d3.loss_cls": 0.3317226618528366, "decode.d3.loss_mask": 0.6326697379350662, "decode.d3.loss_dice": 0.7097893163561821, "decode.d4.loss_cls": 0.32233461290597915, "decode.d4.loss_mask": 0.6242704138159751, "decode.d4.loss_dice": 0.7137679755687714, "decode.d5.loss_cls": 0.3218617744743824, "decode.d5.loss_mask": 0.6248770847916603, "decode.d5.loss_dice": 0.7259250253438949, "decode.d6.loss_cls": 0.3146514490246773, "decode.d6.loss_mask": 0.6202942252159118, "decode.d6.loss_dice": 0.7066907048225403, "decode.d7.loss_cls": 0.3072549097239971, "decode.d7.loss_mask": 0.6257489398121834, "decode.d7.loss_dice": 0.7000523477792739, "decode.d8.loss_cls": 0.34008897580206393, "decode.d8.loss_mask": 0.6173197865486145, "decode.d8.loss_dice": 0.6947117567062377, "time": 0.5368835687637329, "memory": 7192, "step": 108950}
{"lr": 3.5736138037617704e-06, "data_time": 0.009459590911865235, "grad_norm": 77.0268440246582, "loss": 19.91991548538208, "decode.loss_cls": 0.3929585456848145, "decode.loss_mask": 0.4680583864450455, "decode.loss_dice": 0.8242896780371666, "decode.d0.loss_cls": 2.166945695877075, "decode.d0.loss_mask": 0.5254458338022232, "decode.d0.loss_dice": 1.0223428606987, "decode.d1.loss_cls": 0.6495271071791648, "decode.d1.loss_mask": 0.4882619082927704, "decode.d1.loss_dice": 0.9241340786218644, "decode.d2.loss_cls": 0.5407135963439942, "decode.d2.loss_mask": 0.4687942057847977, "decode.d2.loss_dice": 0.8654201537370682, "decode.d3.loss_cls": 0.5096590757369995, "decode.d3.loss_mask": 0.4738328278064728, "decode.d3.loss_dice": 0.831762783229351, "decode.d4.loss_cls": 0.5176060728728771, "decode.d4.loss_mask": 0.46887979805469515, "decode.d4.loss_dice": 0.8466996163129806, "decode.d5.loss_cls": 0.4678472988307476, "decode.d5.loss_mask": 0.457496365904808, "decode.d5.loss_dice": 0.8236123949289322, "decode.d6.loss_cls": 0.4403395026922226, "decode.d6.loss_mask": 0.47340894043445586, "decode.d6.loss_dice": 0.8244237795472145, "decode.d7.loss_cls": 0.43009699434041976, "decode.d7.loss_mask": 0.4599270403385162, "decode.d7.loss_dice": 0.8305820405483246, "decode.d8.loss_cls": 0.44044037684798243, "decode.d8.loss_mask": 0.4682033881545067, "decode.d8.loss_dice": 0.8182052657008171, "time": 0.5365447044372559, "memory": 7233, "step": 109000}
{"lr": 3.5704604604877297e-06, "data_time": 0.00936737060546875, "grad_norm": 89.60664215087891, "loss": 23.422831058502197, "decode.loss_cls": 0.5790014296770096, "decode.loss_mask": 0.4740137457847595, "decode.loss_dice": 1.0318074971437454, "decode.d0.loss_cls": 2.200033986568451, "decode.d0.loss_mask": 0.5417077913880348, "decode.d0.loss_dice": 1.274286237359047, "decode.d1.loss_cls": 0.6493860490620136, "decode.d1.loss_mask": 0.5190104931592942, "decode.d1.loss_dice": 1.1923060029745103, "decode.d2.loss_cls": 0.610101730376482, "decode.d2.loss_mask": 0.49318159818649293, "decode.d2.loss_dice": 1.1370730265974998, "decode.d3.loss_cls": 0.6360068544745445, "decode.d3.loss_mask": 0.49042500257492067, "decode.d3.loss_dice": 1.0400508657097816, "decode.d4.loss_cls": 0.6129854209721088, "decode.d4.loss_mask": 0.4854139119386673, "decode.d4.loss_dice": 1.0503604322671891, "decode.d5.loss_cls": 0.579075313359499, "decode.d5.loss_mask": 0.4820289298892021, "decode.d5.loss_dice": 1.0742826595902444, "decode.d6.loss_cls": 0.5679379954934121, "decode.d6.loss_mask": 0.47895375788211825, "decode.d6.loss_dice": 1.0370511144399643, "decode.d7.loss_cls": 0.572099756449461, "decode.d7.loss_mask": 0.47474640160799025, "decode.d7.loss_dice": 1.050722487270832, "decode.d8.loss_cls": 0.5794941671192646, "decode.d8.loss_mask": 0.4753010615706444, "decode.d8.loss_dice": 1.0339870497584343, "time": 0.5349977016448975, "memory": 7338, "step": 109050}
{"lr": 3.5673068077437626e-06, "data_time": 0.009514236450195312, "grad_norm": 89.11555633544921, "loss": 29.131036520004272, "decode.loss_cls": 0.8760588139295578, "decode.loss_mask": 0.6732144147157669, "decode.loss_dice": 1.0684718079864979, "decode.d0.loss_cls": 2.481218922138214, "decode.d0.loss_mask": 0.8355925023555756, "decode.d0.loss_dice": 1.3785623878240585, "decode.d1.loss_cls": 1.0508877754211425, "decode.d1.loss_mask": 0.749366757273674, "decode.d1.loss_dice": 1.2336407124996185, "decode.d2.loss_cls": 0.9458297073841095, "decode.d2.loss_mask": 0.7332488864660263, "decode.d2.loss_dice": 1.124496303498745, "decode.d3.loss_cls": 0.9052933365106582, "decode.d3.loss_mask": 0.7129691615700722, "decode.d3.loss_dice": 1.0985462434589863, "decode.d4.loss_cls": 0.8844458416104317, "decode.d4.loss_mask": 0.705604887008667, "decode.d4.loss_dice": 1.1264643602073192, "decode.d5.loss_cls": 0.8411297410726547, "decode.d5.loss_mask": 0.7069229394197464, "decode.d5.loss_dice": 1.1141321547329426, "decode.d6.loss_cls": 0.8426492542028428, "decode.d6.loss_mask": 0.6997447520494461, "decode.d6.loss_dice": 1.0736899949610232, "decode.d7.loss_cls": 0.8127208948135376, "decode.d7.loss_mask": 0.6901470705866813, "decode.d7.loss_dice": 1.107619859278202, "decode.d8.loss_cls": 0.8438816249370575, "decode.d8.loss_mask": 0.7037746638059617, "decode.d8.loss_dice": 1.1107101067900658, "time": 0.5341059684753418, "memory": 7349, "step": 109100}
{"lr": 3.5641528451954563e-06, "data_time": 0.009311962127685546, "grad_norm": 85.77949676513671, "loss": 21.41290864944458, "decode.loss_cls": 0.6349927447736263, "decode.loss_mask": 0.3948763906955719, "decode.loss_dice": 0.8574875310063362, "decode.d0.loss_cls": 2.204568386077881, "decode.d0.loss_mask": 0.4377565890550613, "decode.d0.loss_dice": 1.0473376482725143, "decode.d1.loss_cls": 0.9395433738827705, "decode.d1.loss_mask": 0.4329806834459305, "decode.d1.loss_dice": 0.9070445954799652, "decode.d2.loss_cls": 0.8343326061964035, "decode.d2.loss_mask": 0.39553741961717603, "decode.d2.loss_dice": 0.8433599352836609, "decode.d3.loss_cls": 0.7185758836567402, "decode.d3.loss_mask": 0.399287611246109, "decode.d3.loss_dice": 0.8525893539190292, "decode.d4.loss_cls": 0.657517670840025, "decode.d4.loss_mask": 0.40616742372512815, "decode.d4.loss_dice": 0.8535214215517044, "decode.d5.loss_cls": 0.6776083253324032, "decode.d5.loss_mask": 0.4022966489195824, "decode.d5.loss_dice": 0.8872223109006881, "decode.d6.loss_cls": 0.6199915960431099, "decode.d6.loss_mask": 0.3980131223797798, "decode.d6.loss_dice": 0.8494683369994164, "decode.d7.loss_cls": 0.5985750265419483, "decode.d7.loss_mask": 0.4000559449195862, "decode.d7.loss_dice": 0.8698778748512268, "decode.d8.loss_cls": 0.6057962581515313, "decode.d8.loss_mask": 0.40102740526199343, "decode.d8.loss_dice": 0.885498283803463, "time": 0.5363953113555908, "memory": 7220, "step": 109150}
{"lr": 3.560998572507705e-06, "data_time": 0.009463143348693848, "grad_norm": 95.3631805419922, "loss": 20.41471004486084, "decode.loss_cls": 0.35037710815668105, "decode.loss_mask": 0.591267928481102, "decode.loss_dice": 0.7956831336021424, "decode.d0.loss_cls": 2.023681050539017, "decode.d0.loss_mask": 0.6196946024894714, "decode.d0.loss_dice": 0.9390723556280136, "decode.d1.loss_cls": 0.5380908586084843, "decode.d1.loss_mask": 0.6294403940439224, "decode.d1.loss_dice": 0.8903973311185837, "decode.d2.loss_cls": 0.5139644190669059, "decode.d2.loss_mask": 0.6132396191358567, "decode.d2.loss_dice": 0.8407639309763908, "decode.d3.loss_cls": 0.5151731237769127, "decode.d3.loss_mask": 0.6210253298282623, "decode.d3.loss_dice": 0.8259874194860458, "decode.d4.loss_cls": 0.41668334156274794, "decode.d4.loss_mask": 0.6159284710884094, "decode.d4.loss_dice": 0.8133502021431923, "decode.d5.loss_cls": 0.41938633993268015, "decode.d5.loss_mask": 0.6127241760492325, "decode.d5.loss_dice": 0.8119411081075668, "decode.d6.loss_cls": 0.4178731687366962, "decode.d6.loss_mask": 0.5944136023521424, "decode.d6.loss_dice": 0.7888601392507553, "decode.d7.loss_cls": 0.3992681749165058, "decode.d7.loss_mask": 0.6158300697803497, "decode.d7.loss_dice": 0.797591133415699, "decode.d8.loss_cls": 0.39157441407442095, "decode.d8.loss_mask": 0.6080649226903916, "decode.d8.loss_dice": 0.8033629953861237, "time": 0.5356015682220459, "memory": 7275, "step": 109200}
{"lr": 3.5578439893447118e-06, "data_time": 0.009393548965454102, "grad_norm": 85.1037166595459, "loss": 22.096883869171144, "decode.loss_cls": 0.49656276404857635, "decode.loss_mask": 0.5896404385566711, "decode.loss_dice": 0.8647129893302917, "decode.d0.loss_cls": 2.313316583633423, "decode.d0.loss_mask": 0.6691043853759766, "decode.d0.loss_dice": 0.9678746402263642, "decode.d1.loss_cls": 0.7165282279253006, "decode.d1.loss_mask": 0.644390994310379, "decode.d1.loss_dice": 0.9098318874835968, "decode.d2.loss_cls": 0.5869451880455017, "decode.d2.loss_mask": 0.632848659157753, "decode.d2.loss_dice": 0.8814119338989258, "decode.d3.loss_cls": 0.5217474341392517, "decode.d3.loss_mask": 0.6216582357883453, "decode.d3.loss_dice": 0.8937629580497741, "decode.d4.loss_cls": 0.5290863230824471, "decode.d4.loss_mask": 0.6181792140007019, "decode.d4.loss_dice": 0.8708958089351654, "decode.d5.loss_cls": 0.4880115106701851, "decode.d5.loss_mask": 0.5967430114746094, "decode.d5.loss_dice": 0.8727621793746948, "decode.d6.loss_cls": 0.5122924223542213, "decode.d6.loss_mask": 0.5969747573137283, "decode.d6.loss_dice": 0.8672723531723022, "decode.d7.loss_cls": 0.46598518192768096, "decode.d7.loss_mask": 0.5973341882228851, "decode.d7.loss_dice": 0.866821801662445, "decode.d8.loss_cls": 0.4636248841881752, "decode.d8.loss_mask": 0.5939828038215638, "decode.d8.loss_dice": 0.8465805172920227, "time": 0.5337512254714966, "memory": 7227, "step": 109250}
{"lr": 3.5546890953699844e-06, "data_time": 0.00934903621673584, "grad_norm": 82.61297264099122, "loss": 22.19776372909546, "decode.loss_cls": 0.464137801527977, "decode.loss_mask": 0.5502313271164894, "decode.loss_dice": 0.9598590835928917, "decode.d0.loss_cls": 1.921086424589157, "decode.d0.loss_mask": 0.586423234641552, "decode.d0.loss_dice": 1.1191610425710679, "decode.d1.loss_cls": 0.7393528714776039, "decode.d1.loss_mask": 0.5391558974981308, "decode.d1.loss_dice": 1.0774825170636178, "decode.d2.loss_cls": 0.5406874895095826, "decode.d2.loss_mask": 0.5595339253544808, "decode.d2.loss_dice": 1.0069798707962037, "decode.d3.loss_cls": 0.5050849422812462, "decode.d3.loss_mask": 0.5544928029179573, "decode.d3.loss_dice": 1.0064172759652137, "decode.d4.loss_cls": 0.4809522956609726, "decode.d4.loss_mask": 0.5545879796147346, "decode.d4.loss_dice": 0.9966886937618256, "decode.d5.loss_cls": 0.4714049190282822, "decode.d5.loss_mask": 0.5575975686311722, "decode.d5.loss_dice": 0.9748880803585053, "decode.d6.loss_cls": 0.4781536445021629, "decode.d6.loss_mask": 0.5594763904809952, "decode.d6.loss_dice": 0.9729814857244492, "decode.d7.loss_cls": 0.4725442245602608, "decode.d7.loss_mask": 0.5511140435934067, "decode.d7.loss_dice": 0.9983079314231873, "decode.d8.loss_cls": 0.4681143432855606, "decode.d8.loss_mask": 0.5544943615794182, "decode.d8.loss_dice": 0.9763709366321563, "time": 0.5584273099899292, "memory": 7274, "step": 109300}
{"lr": 3.5515338902463347e-06, "data_time": 0.00945594310760498, "grad_norm": 81.24222335815429, "loss": 33.13002471923828, "decode.loss_cls": 0.7181798368692398, "decode.loss_mask": 0.860853037238121, "decode.loss_dice": 1.4683034777641297, "decode.d0.loss_cls": 2.3093222975730896, "decode.d0.loss_mask": 0.9573789298534393, "decode.d0.loss_dice": 1.7263418793678285, "decode.d1.loss_cls": 0.8888752579689025, "decode.d1.loss_mask": 0.9018573075532913, "decode.d1.loss_dice": 1.5655535757541656, "decode.d2.loss_cls": 0.8147724390029907, "decode.d2.loss_mask": 0.8924985736608505, "decode.d2.loss_dice": 1.5366616070270538, "decode.d3.loss_cls": 0.8160687506198883, "decode.d3.loss_mask": 0.8737499833106994, "decode.d3.loss_dice": 1.4560839414596558, "decode.d4.loss_cls": 0.7599187046289444, "decode.d4.loss_mask": 0.8831128925085068, "decode.d4.loss_dice": 1.4539034962654114, "decode.d5.loss_cls": 0.7726224452257157, "decode.d5.loss_mask": 0.8731866091489792, "decode.d5.loss_dice": 1.454381626844406, "decode.d6.loss_cls": 0.7490814208984375, "decode.d6.loss_mask": 0.8897190064191818, "decode.d6.loss_dice": 1.4513193011283874, "decode.d7.loss_cls": 0.6854511767625808, "decode.d7.loss_mask": 0.8886158287525177, "decode.d7.loss_dice": 1.4549267649650575, "decode.d8.loss_cls": 0.6857005566358566, "decode.d8.loss_mask": 0.8928683400154114, "decode.d8.loss_dice": 1.4487142622470857, "time": 0.5595937013626099, "memory": 7251, "step": 109350}
{"lr": 3.548378373635872e-06, "data_time": 0.009780025482177735, "grad_norm": 90.18392639160156, "loss": 23.21697645187378, "decode.loss_cls": 0.43808632642030715, "decode.loss_mask": 0.6120930895209312, "decode.loss_dice": 0.9656649142503738, "decode.d0.loss_cls": 2.2297979950904847, "decode.d0.loss_mask": 0.685573798418045, "decode.d0.loss_dice": 1.164034652709961, "decode.d1.loss_cls": 0.6798747420310974, "decode.d1.loss_mask": 0.6365016803145409, "decode.d1.loss_dice": 1.104721236228943, "decode.d2.loss_cls": 0.5646950989961624, "decode.d2.loss_mask": 0.6191423863172532, "decode.d2.loss_dice": 1.0283465743064881, "decode.d3.loss_cls": 0.5435302555561066, "decode.d3.loss_mask": 0.6165706485509872, "decode.d3.loss_dice": 0.9823005765676498, "decode.d4.loss_cls": 0.4792438469827175, "decode.d4.loss_mask": 0.6166751399636269, "decode.d4.loss_dice": 0.9769159972667694, "decode.d5.loss_cls": 0.5404476627707482, "decode.d5.loss_mask": 0.6241106271743775, "decode.d5.loss_dice": 0.987400370836258, "decode.d6.loss_cls": 0.47190898284316063, "decode.d6.loss_mask": 0.6118537753820419, "decode.d6.loss_dice": 0.9516773462295532, "decode.d7.loss_cls": 0.46527081057429315, "decode.d7.loss_mask": 0.6123972073197365, "decode.d7.loss_dice": 0.9751715779304504, "decode.d8.loss_cls": 0.46329060271382333, "decode.d8.loss_mask": 0.6135720074176788, "decode.d8.loss_dice": 0.9561063081026078, "time": 0.5350440740585327, "memory": 7288, "step": 109400}
{"lr": 3.545222545200008e-06, "data_time": 0.009266066551208495, "grad_norm": 99.96315383911133, "loss": 25.40984363555908, "decode.loss_cls": 0.4883966438472271, "decode.loss_mask": 0.6982444405555726, "decode.loss_dice": 0.9741191536188125, "decode.d0.loss_cls": 2.117941749095917, "decode.d0.loss_mask": 0.8471051514148712, "decode.d0.loss_dice": 1.2272933304309845, "decode.d1.loss_cls": 0.7910919263958931, "decode.d1.loss_mask": 0.7427197813987731, "decode.d1.loss_dice": 1.0924389898777007, "decode.d2.loss_cls": 0.6868975304067135, "decode.d2.loss_mask": 0.7401517271995545, "decode.d2.loss_dice": 1.0566801607608796, "decode.d3.loss_cls": 0.7032903656363487, "decode.d3.loss_mask": 0.744419863820076, "decode.d3.loss_dice": 1.022076466679573, "decode.d4.loss_cls": 0.6469110399484634, "decode.d4.loss_mask": 0.729242354631424, "decode.d4.loss_dice": 1.0359137326478958, "decode.d5.loss_cls": 0.561731793731451, "decode.d5.loss_mask": 0.7337971866130829, "decode.d5.loss_dice": 1.039681538939476, "decode.d6.loss_cls": 0.5441742092370987, "decode.d6.loss_mask": 0.7238531023263931, "decode.d6.loss_dice": 1.0038736045360566, "decode.d7.loss_cls": 0.5233203753829002, "decode.d7.loss_mask": 0.7107066512107849, "decode.d7.loss_dice": 0.9942135453224182, "decode.d8.loss_cls": 0.5504590898752213, "decode.d8.loss_mask": 0.7013490736484528, "decode.d8.loss_dice": 0.9777493894100189, "time": 0.5337406158447265, "memory": 7195, "step": 109450}
{"lr": 3.54206640459945e-06, "data_time": 0.009178829193115235, "grad_norm": 81.62419395446777, "loss": 20.553160858154296, "decode.loss_cls": 0.30941060893237593, "decode.loss_mask": 0.539798592031002, "decode.loss_dice": 0.9397512599825859, "decode.d0.loss_cls": 1.8928483128547668, "decode.d0.loss_mask": 0.616888302564621, "decode.d0.loss_dice": 1.1418158456683158, "decode.d1.loss_cls": 0.5546126224100589, "decode.d1.loss_mask": 0.5693342551589012, "decode.d1.loss_dice": 1.0353652238845825, "decode.d2.loss_cls": 0.45021322965621946, "decode.d2.loss_mask": 0.54642563611269, "decode.d2.loss_dice": 0.9907275065779686, "decode.d3.loss_cls": 0.37449376583099364, "decode.d3.loss_mask": 0.5439917057752609, "decode.d3.loss_dice": 0.9714378669857979, "decode.d4.loss_cls": 0.33377963323146104, "decode.d4.loss_mask": 0.5499246969819069, "decode.d4.loss_dice": 0.9751565471291542, "decode.d5.loss_cls": 0.3268725771456957, "decode.d5.loss_mask": 0.5457618981599808, "decode.d5.loss_dice": 0.9777578681707382, "decode.d6.loss_cls": 0.30783993266522885, "decode.d6.loss_mask": 0.5431039854884148, "decode.d6.loss_dice": 0.9391235440969468, "decode.d7.loss_cls": 0.2917804537340999, "decode.d7.loss_mask": 0.5481398642063141, "decode.d7.loss_dice": 0.9648093581199646, "decode.d8.loss_cls": 0.30506157986819743, "decode.d8.loss_mask": 0.5374081447720528, "decode.d8.loss_dice": 0.9295259222388268, "time": 0.5327666521072387, "memory": 7186, "step": 109500}
{"lr": 3.5389099514942e-06, "data_time": 0.009041285514831543, "grad_norm": 88.08832168579102, "loss": 22.52917699813843, "decode.loss_cls": 0.36163471564650534, "decode.loss_mask": 0.7361494064331054, "decode.loss_dice": 0.9101760268211365, "decode.d0.loss_cls": 1.850557368993759, "decode.d0.loss_mask": 0.8118221044540406, "decode.d0.loss_dice": 1.0104986548423767, "decode.d1.loss_cls": 0.4923021368682384, "decode.d1.loss_mask": 0.7919735759496689, "decode.d1.loss_dice": 1.016015675663948, "decode.d2.loss_cls": 0.4835772033780813, "decode.d2.loss_mask": 0.750330114364624, "decode.d2.loss_dice": 0.9559370428323746, "decode.d3.loss_cls": 0.4701297178864479, "decode.d3.loss_mask": 0.7449928790330886, "decode.d3.loss_dice": 0.9171314299106598, "decode.d4.loss_cls": 0.4305599194020033, "decode.d4.loss_mask": 0.7378531992435455, "decode.d4.loss_dice": 0.9130126476287842, "decode.d5.loss_cls": 0.4276553947478533, "decode.d5.loss_mask": 0.7344650357961655, "decode.d5.loss_dice": 0.897387620806694, "decode.d6.loss_cls": 0.3799743689596653, "decode.d6.loss_mask": 0.731479150056839, "decode.d6.loss_dice": 0.9222790598869324, "decode.d7.loss_cls": 0.3481473192572594, "decode.d7.loss_mask": 0.7416507869958877, "decode.d7.loss_dice": 0.9307018607854843, "decode.d8.loss_cls": 0.3702170394361019, "decode.d8.loss_mask": 0.7379582583904266, "decode.d8.loss_dice": 0.9226073592901229, "time": 0.5326342105865478, "memory": 7314, "step": 109550}
{"lr": 3.5357531855435508e-06, "data_time": 0.00918889045715332, "grad_norm": 90.53481903076172, "loss": 18.223766040802, "decode.loss_cls": 0.44544508755207063, "decode.loss_mask": 0.46256249845027925, "decode.loss_dice": 0.6399702578783035, "decode.d0.loss_cls": 2.363855278491974, "decode.d0.loss_mask": 0.5055456638336182, "decode.d0.loss_dice": 0.770898611843586, "decode.d1.loss_cls": 0.682299442589283, "decode.d1.loss_mask": 0.4903319448232651, "decode.d1.loss_dice": 0.7126925170421601, "decode.d2.loss_cls": 0.5460102960467339, "decode.d2.loss_mask": 0.4952714040875435, "decode.d2.loss_dice": 0.6943761020898819, "decode.d3.loss_cls": 0.4797071237117052, "decode.d3.loss_mask": 0.48168322145938874, "decode.d3.loss_dice": 0.6590840548276902, "decode.d4.loss_cls": 0.47554183155298235, "decode.d4.loss_mask": 0.46817669570446013, "decode.d4.loss_dice": 0.659833924472332, "decode.d5.loss_cls": 0.44517471119761465, "decode.d5.loss_mask": 0.47286094129085543, "decode.d5.loss_dice": 0.660316713154316, "decode.d6.loss_cls": 0.4487882889807224, "decode.d6.loss_mask": 0.45661455392837524, "decode.d6.loss_dice": 0.6268324837088585, "decode.d7.loss_cls": 0.44621844589710236, "decode.d7.loss_mask": 0.45840957909822466, "decode.d7.loss_dice": 0.6432576388120651, "decode.d8.loss_cls": 0.4442437499761581, "decode.d8.loss_mask": 0.4551298677921295, "decode.d8.loss_dice": 0.6326332926750183, "time": 0.5566802263259888, "memory": 7187, "step": 109600}
{"lr": 3.5325961064060887e-06, "data_time": 0.009224700927734374, "grad_norm": 82.45307197570801, "loss": 28.11761341094971, "decode.loss_cls": 0.6968675650656223, "decode.loss_mask": 0.6691376060247421, "decode.loss_dice": 1.1157484024763107, "decode.d0.loss_cls": 2.478962481021881, "decode.d0.loss_mask": 0.8007217943668365, "decode.d0.loss_dice": 1.3691189527511596, "decode.d1.loss_cls": 0.8899705104529858, "decode.d1.loss_mask": 0.7653472810983658, "decode.d1.loss_dice": 1.1966876745224, "decode.d2.loss_cls": 0.8495858520269394, "decode.d2.loss_mask": 0.7185306459665298, "decode.d2.loss_dice": 1.1491744309663772, "decode.d3.loss_cls": 0.8611116804182529, "decode.d3.loss_mask": 0.702435040473938, "decode.d3.loss_dice": 1.1420204132795333, "decode.d4.loss_cls": 0.7804444283246994, "decode.d4.loss_mask": 0.7012402564287186, "decode.d4.loss_dice": 1.1575105041265488, "decode.d5.loss_cls": 0.7816584691405296, "decode.d5.loss_mask": 0.6822833210229874, "decode.d5.loss_dice": 1.1176413714885711, "decode.d6.loss_cls": 0.7050889052450657, "decode.d6.loss_mask": 0.6878789186477661, "decode.d6.loss_dice": 1.1363811284303664, "decode.d7.loss_cls": 0.6819864690303803, "decode.d7.loss_mask": 0.6757083833217621, "decode.d7.loss_dice": 1.1004009634256362, "decode.d8.loss_cls": 0.730712141096592, "decode.d8.loss_mask": 0.6697092890739441, "decode.d8.loss_dice": 1.1035488039255141, "time": 0.5341391324996948, "memory": 7355, "step": 109650}
{"lr": 3.5294387137396857e-06, "data_time": 0.009202027320861816, "grad_norm": 95.16463203430176, "loss": 26.164888668060303, "decode.loss_cls": 0.43736190944910047, "decode.loss_mask": 0.7669298589229584, "decode.loss_dice": 1.1493861496448516, "decode.d0.loss_cls": 2.1681595921516417, "decode.d0.loss_mask": 0.8881520509719849, "decode.d0.loss_dice": 1.3405429542064666, "decode.d1.loss_cls": 0.6166633576154709, "decode.d1.loss_mask": 0.8547123670578003, "decode.d1.loss_dice": 1.2331585228443145, "decode.d2.loss_cls": 0.5602476015686989, "decode.d2.loss_mask": 0.7807676374912262, "decode.d2.loss_dice": 1.1660263180732726, "decode.d3.loss_cls": 0.5083639025688171, "decode.d3.loss_mask": 0.7784834563732147, "decode.d3.loss_dice": 1.1351243823766708, "decode.d4.loss_cls": 0.48692817986011505, "decode.d4.loss_mask": 0.7685333251953125, "decode.d4.loss_dice": 1.1262717425823212, "decode.d5.loss_cls": 0.47280645817518235, "decode.d5.loss_mask": 0.758007937669754, "decode.d5.loss_dice": 1.1469438076019287, "decode.d6.loss_cls": 0.4447802945971489, "decode.d6.loss_mask": 0.7556818068027497, "decode.d6.loss_dice": 1.1504064232110978, "decode.d7.loss_cls": 0.4512438639998436, "decode.d7.loss_mask": 0.7533137619495391, "decode.d7.loss_dice": 1.1387718349695206, "decode.d8.loss_cls": 0.4284850537776947, "decode.d8.loss_mask": 0.7615427315235138, "decode.d8.loss_dice": 1.137091237306595, "time": 0.5323513507843017, "memory": 7257, "step": 109700}
{"lr": 3.5262810072014967e-06, "data_time": 0.009200525283813477, "grad_norm": 93.51902770996094, "loss": 22.077402687072755, "decode.loss_cls": 0.5314010269939899, "decode.loss_mask": 0.6035904228687287, "decode.loss_dice": 0.8687896013259888, "decode.d0.loss_cls": 2.038337004184723, "decode.d0.loss_mask": 0.6771120846271514, "decode.d0.loss_dice": 1.0746746093034745, "decode.d1.loss_cls": 0.6979685440659523, "decode.d1.loss_mask": 0.5720598369836807, "decode.d1.loss_dice": 0.9195495545864105, "decode.d2.loss_cls": 0.5798235043883324, "decode.d2.loss_mask": 0.5880929321050644, "decode.d2.loss_dice": 0.9016414701938629, "decode.d3.loss_cls": 0.5949944809079171, "decode.d3.loss_mask": 0.5884880691766738, "decode.d3.loss_dice": 0.8931312710046768, "decode.d4.loss_cls": 0.584430830180645, "decode.d4.loss_mask": 0.5885950237512588, "decode.d4.loss_dice": 0.8813161432743073, "decode.d5.loss_cls": 0.5274464689195156, "decode.d5.loss_mask": 0.5953868418931961, "decode.d5.loss_dice": 0.8935276389122009, "decode.d6.loss_cls": 0.508340235799551, "decode.d6.loss_mask": 0.597357788681984, "decode.d6.loss_dice": 0.8602919399738311, "decode.d7.loss_cls": 0.5290166303515434, "decode.d7.loss_mask": 0.5596983700990676, "decode.d7.loss_dice": 0.8420848309993744, "decode.d8.loss_cls": 0.5041188456118106, "decode.d8.loss_mask": 0.6063931554555893, "decode.d8.loss_dice": 0.8697430104017257, "time": 0.5606037139892578, "memory": 7243, "step": 109750}
{"lr": 3.5231229864479677e-06, "data_time": 0.009483981132507324, "grad_norm": 85.75789642333984, "loss": 24.499580574035644, "decode.loss_cls": 0.3765857916325331, "decode.loss_mask": 0.6449248671531678, "decode.loss_dice": 1.078046303987503, "decode.d0.loss_cls": 2.2558690547943114, "decode.d0.loss_mask": 0.7654031306505203, "decode.d0.loss_dice": 1.3915276408195496, "decode.d1.loss_cls": 0.6549456126987934, "decode.d1.loss_mask": 0.703065213561058, "decode.d1.loss_dice": 1.2442089378833772, "decode.d2.loss_cls": 0.5162979781627655, "decode.d2.loss_mask": 0.6967087686061859, "decode.d2.loss_dice": 1.1761302471160888, "decode.d3.loss_cls": 0.4283607192337513, "decode.d3.loss_mask": 0.6788695931434632, "decode.d3.loss_dice": 1.1581623673439025, "decode.d4.loss_cls": 0.444313894584775, "decode.d4.loss_mask": 0.6620265930891037, "decode.d4.loss_dice": 1.1010124653577804, "decode.d5.loss_cls": 0.39972312934696674, "decode.d5.loss_mask": 0.6479354947805405, "decode.d5.loss_dice": 1.118880045413971, "decode.d6.loss_cls": 0.4022410072386265, "decode.d6.loss_mask": 0.645220884680748, "decode.d6.loss_dice": 1.1136761724948883, "decode.d7.loss_cls": 0.3881496198475361, "decode.d7.loss_mask": 0.6387721270322799, "decode.d7.loss_dice": 1.0771349906921386, "decode.d8.loss_cls": 0.38615766577422617, "decode.d8.loss_mask": 0.6392831385135651, "decode.d8.loss_dice": 1.0659465163946151, "time": 0.531915283203125, "memory": 7296, "step": 109800}
{"lr": 3.5199646511348167e-06, "data_time": 0.009144330024719238, "grad_norm": 89.56939811706543, "loss": 21.85406084060669, "decode.loss_cls": 0.4454143062233925, "decode.loss_mask": 0.5975572556257248, "decode.loss_dice": 0.8884310185909271, "decode.d0.loss_cls": 1.9351830720901488, "decode.d0.loss_mask": 0.6994946390390396, "decode.d0.loss_dice": 1.1099543645977974, "decode.d1.loss_cls": 0.7069737903773785, "decode.d1.loss_mask": 0.6462794512510299, "decode.d1.loss_dice": 0.9834823369979858, "decode.d2.loss_cls": 0.5413323733955622, "decode.d2.loss_mask": 0.6008525162935257, "decode.d2.loss_dice": 0.9439019128680229, "decode.d3.loss_cls": 0.4870762754231691, "decode.d3.loss_mask": 0.5939466923475265, "decode.d3.loss_dice": 0.9194682762026787, "decode.d4.loss_cls": 0.45902094766497614, "decode.d4.loss_mask": 0.5944251030683517, "decode.d4.loss_dice": 0.9175760820508003, "decode.d5.loss_cls": 0.5035085141658783, "decode.d5.loss_mask": 0.5893748700618744, "decode.d5.loss_dice": 0.8933693215250968, "decode.d6.loss_cls": 0.4651982646435499, "decode.d6.loss_mask": 0.5811574429273605, "decode.d6.loss_dice": 0.8754142940044403, "decode.d7.loss_cls": 0.4727015905082226, "decode.d7.loss_mask": 0.5851491421461106, "decode.d7.loss_dice": 0.872846357524395, "decode.d8.loss_cls": 0.4817501038312912, "decode.d8.loss_mask": 0.5856657058000565, "decode.d8.loss_dice": 0.8775554448366165, "time": 0.5853509426116943, "memory": 7244, "step": 109850}
{"lr": 3.516806000917052e-06, "data_time": 0.009659862518310547, "grad_norm": 81.87360877990723, "loss": 19.032777500152587, "decode.loss_cls": 0.334713638573885, "decode.loss_mask": 0.5397294506430625, "decode.loss_dice": 0.8173249393701554, "decode.d0.loss_cls": 1.9448323369026184, "decode.d0.loss_mask": 0.5688696652650833, "decode.d0.loss_dice": 0.9411297529935837, "decode.d1.loss_cls": 0.5409030199050904, "decode.d1.loss_mask": 0.53436708599329, "decode.d1.loss_dice": 0.8779768735170365, "decode.d2.loss_cls": 0.384104910492897, "decode.d2.loss_mask": 0.5390826970338821, "decode.d2.loss_dice": 0.8466799348592758, "decode.d3.loss_cls": 0.37350409254431727, "decode.d3.loss_mask": 0.5416943609714509, "decode.d3.loss_dice": 0.8417434245347977, "decode.d4.loss_cls": 0.3678148165345192, "decode.d4.loss_mask": 0.5401495128870011, "decode.d4.loss_dice": 0.8324252545833588, "decode.d5.loss_cls": 0.33674191758036615, "decode.d5.loss_mask": 0.5399307072162628, "decode.d5.loss_dice": 0.8196728110313416, "decode.d6.loss_cls": 0.32218889743089674, "decode.d6.loss_mask": 0.5342082619667053, "decode.d6.loss_dice": 0.8066201478242874, "decode.d7.loss_cls": 0.3010113283991814, "decode.d7.loss_mask": 0.5307975053787232, "decode.d7.loss_dice": 0.8111518830060959, "decode.d8.loss_cls": 0.3046333700418472, "decode.d8.loss_mask": 0.5304218769073487, "decode.d8.loss_dice": 0.8283538669347763, "time": 0.5303658962249755, "memory": 7252, "step": 109900}
{"lr": 3.513647035448949e-06, "data_time": 0.009213519096374512, "grad_norm": 90.72555541992188, "loss": 20.547855186462403, "decode.loss_cls": 0.4851345059461892, "decode.loss_mask": 0.5801288917660713, "decode.loss_dice": 0.7006956756114959, "decode.d0.loss_cls": 2.195796990394592, "decode.d0.loss_mask": 0.6497316896915436, "decode.d0.loss_dice": 0.8672687113285065, "decode.d1.loss_cls": 0.8739563271403312, "decode.d1.loss_mask": 0.5834000706672668, "decode.d1.loss_dice": 0.7432404607534409, "decode.d2.loss_cls": 0.6763346839696169, "decode.d2.loss_mask": 0.6266298666596413, "decode.d2.loss_dice": 0.7363960146903992, "decode.d3.loss_cls": 0.5560922708362341, "decode.d3.loss_mask": 0.6085243776440621, "decode.d3.loss_dice": 0.7326267033815383, "decode.d4.loss_cls": 0.5533297335729003, "decode.d4.loss_mask": 0.5910980403423309, "decode.d4.loss_dice": 0.7256480753421783, "decode.d5.loss_cls": 0.5414466590620577, "decode.d5.loss_mask": 0.5680749267339706, "decode.d5.loss_dice": 0.7080526143312454, "decode.d6.loss_cls": 0.5073660516180099, "decode.d6.loss_mask": 0.5600039094686509, "decode.d6.loss_dice": 0.658359232544899, "decode.d7.loss_cls": 0.5160928536206484, "decode.d7.loss_mask": 0.555163562297821, "decode.d7.loss_dice": 0.6862945050001145, "decode.d8.loss_cls": 0.5053020470775664, "decode.d8.loss_mask": 0.5749214753508568, "decode.d8.loss_dice": 0.6807431727647781, "time": 0.5310934782028198, "memory": 7349, "step": 109950}
{"lr": 3.5104877543840574e-06, "data_time": 0.009348368644714356, "grad_norm": 83.98461952209473, "loss": 20.390316772460938, "decode.loss_cls": 0.6247119605541229, "decode.loss_mask": 0.5269884690642357, "decode.loss_dice": 0.6537153795361519, "decode.d0.loss_cls": 2.2903594017028808, "decode.d0.loss_mask": 0.6141130447387695, "decode.d0.loss_dice": 0.8567833989858628, "decode.d1.loss_cls": 0.7059138059616089, "decode.d1.loss_mask": 0.566838501393795, "decode.d1.loss_dice": 0.7655689552426338, "decode.d2.loss_cls": 0.632193672657013, "decode.d2.loss_mask": 0.5721752569079399, "decode.d2.loss_dice": 0.7336696743965149, "decode.d3.loss_cls": 0.5731210984289646, "decode.d3.loss_mask": 0.5533585891127586, "decode.d3.loss_dice": 0.6951091274619102, "decode.d4.loss_cls": 0.6224288776516914, "decode.d4.loss_mask": 0.5475347027182579, "decode.d4.loss_dice": 0.6894764691591263, "decode.d5.loss_cls": 0.5716931410133839, "decode.d5.loss_mask": 0.5512893080711365, "decode.d5.loss_dice": 0.6978368490934372, "decode.d6.loss_cls": 0.5994707562029362, "decode.d6.loss_mask": 0.5352541714906692, "decode.d6.loss_dice": 0.6409332752227783, "decode.d7.loss_cls": 0.6123128704726696, "decode.d7.loss_mask": 0.5372173696756363, "decode.d7.loss_dice": 0.6701042890548706, "decode.d8.loss_cls": 0.5647486843168735, "decode.d8.loss_mask": 0.5242043256759643, "decode.d8.loss_dice": 0.661190664768219, "time": 0.5324859857559204, "memory": 7186, "step": 110000}
{"aAcc": 84.26, "mIoU": 52.17, "mAcc": 65.52, "data_time": 0.0019114007987824095, "time": 0.18407751459524452, "step": 110000}
{"lr": 3.5073281573752083e-06, "data_time": 0.009945201873779296, "grad_norm": 100.38249282836914, "loss": 27.389060401916502, "decode.loss_cls": 0.6526936158537865, "decode.loss_mask": 0.7345215439796448, "decode.loss_dice": 1.0107475757598876, "decode.d0.loss_cls": 2.3243440985679626, "decode.d0.loss_mask": 0.8988406717777252, "decode.d0.loss_dice": 1.216467171907425, "decode.d1.loss_cls": 0.9040050834417344, "decode.d1.loss_mask": 0.8084944158792495, "decode.d1.loss_dice": 1.1337319940328598, "decode.d2.loss_cls": 0.8591402016580105, "decode.d2.loss_mask": 0.7881760179996491, "decode.d2.loss_dice": 1.1069786697626114, "decode.d3.loss_cls": 0.724581179022789, "decode.d3.loss_mask": 0.7790603160858154, "decode.d3.loss_dice": 1.0712960988283158, "decode.d4.loss_cls": 0.7482732027769089, "decode.d4.loss_mask": 0.7757483959197998, "decode.d4.loss_dice": 1.0655303210020066, "decode.d5.loss_cls": 0.6925780043005944, "decode.d5.loss_mask": 0.750543338060379, "decode.d5.loss_dice": 1.042394095659256, "decode.d6.loss_cls": 0.6406201273202896, "decode.d6.loss_mask": 0.7552096515893936, "decode.d6.loss_dice": 1.0283686161041259, "decode.d7.loss_cls": 0.6717208608984947, "decode.d7.loss_mask": 0.7561167657375336, "decode.d7.loss_dice": 1.0385138154029847, "decode.d8.loss_cls": 0.644637867063284, "decode.d8.loss_mask": 0.7509679466485977, "decode.d8.loss_dice": 1.0147587299346923, "time": 0.5578990459442139, "memory": 7205, "step": 110050}
{"lr": 3.5041682440744972e-06, "data_time": 0.009965014457702637, "grad_norm": 86.58027725219726, "loss": 18.51799945831299, "decode.loss_cls": 0.3911278821527958, "decode.loss_mask": 0.44021850526332856, "decode.loss_dice": 0.7639462202787399, "decode.d0.loss_cls": 2.0424834728240966, "decode.d0.loss_mask": 0.5248631507158279, "decode.d0.loss_dice": 0.8874651432037354, "decode.d1.loss_cls": 0.5516522914171219, "decode.d1.loss_mask": 0.4987549841403961, "decode.d1.loss_dice": 0.843050503730774, "decode.d2.loss_cls": 0.5386246055364609, "decode.d2.loss_mask": 0.45267528891563413, "decode.d2.loss_dice": 0.7934535294771194, "decode.d3.loss_cls": 0.49642947018146516, "decode.d3.loss_mask": 0.4531406596302986, "decode.d3.loss_dice": 0.7560056388378144, "decode.d4.loss_cls": 0.43862864673137664, "decode.d4.loss_mask": 0.4469092220067978, "decode.d4.loss_dice": 0.7590650528669357, "decode.d5.loss_cls": 0.4403576821088791, "decode.d5.loss_mask": 0.45016797482967374, "decode.d5.loss_dice": 0.7774553686380387, "decode.d6.loss_cls": 0.3800857253372669, "decode.d6.loss_mask": 0.44638355672359464, "decode.d6.loss_dice": 0.7672075212001801, "decode.d7.loss_cls": 0.38701517060399054, "decode.d7.loss_mask": 0.44426111280918124, "decode.d7.loss_dice": 0.7582701236009598, "decode.d8.loss_cls": 0.3716108039021492, "decode.d8.loss_mask": 0.4453019291162491, "decode.d8.loss_dice": 0.7713870793581009, "time": 0.5347241640090943, "memory": 7220, "step": 110100}
{"lr": 3.5010080141332888e-06, "data_time": 0.009747791290283202, "grad_norm": 92.52546157836915, "loss": 20.800074672698976, "decode.loss_cls": 0.4778281979262829, "decode.loss_mask": 0.4635585591197014, "decode.loss_dice": 0.8187397748231888, "decode.d0.loss_cls": 2.1310083866119385, "decode.d0.loss_mask": 0.49378105998039246, "decode.d0.loss_dice": 1.003824134171009, "decode.d1.loss_cls": 0.706218621134758, "decode.d1.loss_mask": 0.48575124740600584, "decode.d1.loss_dice": 0.9125691540539265, "decode.d2.loss_cls": 0.7543124601244926, "decode.d2.loss_mask": 0.49200360029935836, "decode.d2.loss_dice": 0.8802450649440289, "decode.d3.loss_cls": 0.6529163673520089, "decode.d3.loss_mask": 0.47400769889354705, "decode.d3.loss_dice": 0.8435600221157074, "decode.d4.loss_cls": 0.574354063346982, "decode.d4.loss_mask": 0.49807207733392717, "decode.d4.loss_dice": 0.8420722432434559, "decode.d5.loss_cls": 0.5716578312218189, "decode.d5.loss_mask": 0.4839633345603943, "decode.d5.loss_dice": 0.873447984457016, "decode.d6.loss_cls": 0.4913832377642393, "decode.d6.loss_mask": 0.47149212211370467, "decode.d6.loss_dice": 0.8259029537439346, "decode.d7.loss_cls": 0.49105975963175297, "decode.d7.loss_mask": 0.468346594274044, "decode.d7.loss_dice": 0.8512859836220741, "decode.d8.loss_cls": 0.4950265947729349, "decode.d8.loss_mask": 0.4572074130177498, "decode.d8.loss_dice": 0.8144773319363594, "time": 0.5360885381698608, "memory": 7247, "step": 110150}
{"lr": 3.4978474672022136e-06, "data_time": 0.009891843795776368, "grad_norm": 92.77815322875976, "loss": 23.905852794647217, "decode.loss_cls": 0.44826899021863936, "decode.loss_mask": 0.6085024446249008, "decode.loss_dice": 1.0395999401807785, "decode.d0.loss_cls": 2.0285916924476624, "decode.d0.loss_mask": 0.6555255472660064, "decode.d0.loss_dice": 1.1544448614120484, "decode.d1.loss_cls": 0.791107377409935, "decode.d1.loss_mask": 0.6149735033512116, "decode.d1.loss_dice": 1.0721593737602233, "decode.d2.loss_cls": 0.6477949172258377, "decode.d2.loss_mask": 0.6346098244190216, "decode.d2.loss_dice": 1.0088363647460938, "decode.d3.loss_cls": 0.6133390858769416, "decode.d3.loss_mask": 0.640361288189888, "decode.d3.loss_dice": 0.996611499786377, "decode.d4.loss_cls": 0.5601392276585102, "decode.d4.loss_mask": 0.6358233869075776, "decode.d4.loss_dice": 1.008779102563858, "decode.d5.loss_cls": 0.5828893415629863, "decode.d5.loss_mask": 0.6175222992897034, "decode.d5.loss_dice": 1.0137285709381103, "decode.d6.loss_cls": 0.5843111515045166, "decode.d6.loss_mask": 0.6141353368759155, "decode.d6.loss_dice": 0.9976533621549606, "decode.d7.loss_cls": 0.5545860692858696, "decode.d7.loss_mask": 0.5945828497409821, "decode.d7.loss_dice": 0.9984702646732331, "decode.d8.loss_cls": 0.5543792366981506, "decode.d8.loss_mask": 0.6064123272895813, "decode.d8.loss_dice": 1.0277136981487274, "time": 0.5348562002182007, "memory": 7248, "step": 110200}
{"lr": 3.4946866029311586e-06, "data_time": 0.009785342216491699, "grad_norm": 92.0930404663086, "loss": 20.69895234107971, "decode.loss_cls": 0.36660424470901487, "decode.loss_mask": 0.5609317541122436, "decode.loss_dice": 0.9172604531049728, "decode.d0.loss_cls": 1.9166716039180756, "decode.d0.loss_mask": 0.5168940335512161, "decode.d0.loss_dice": 1.0809929639101028, "decode.d1.loss_cls": 0.555151092261076, "decode.d1.loss_mask": 0.5272593945264816, "decode.d1.loss_dice": 1.01867573261261, "decode.d2.loss_cls": 0.4734083224087954, "decode.d2.loss_mask": 0.5319916814565658, "decode.d2.loss_dice": 0.9782684594392776, "decode.d3.loss_cls": 0.4414958875626326, "decode.d3.loss_mask": 0.5235807299613953, "decode.d3.loss_dice": 0.9132827669382095, "decode.d4.loss_cls": 0.39437563233077527, "decode.d4.loss_mask": 0.5578457936644554, "decode.d4.loss_dice": 0.9226291716098786, "decode.d5.loss_cls": 0.40614600405097007, "decode.d5.loss_mask": 0.5324278131127358, "decode.d5.loss_dice": 0.9514746069908142, "decode.d6.loss_cls": 0.3552253391593695, "decode.d6.loss_mask": 0.5742488175630569, "decode.d6.loss_dice": 0.9589933335781098, "decode.d7.loss_cls": 0.36950577013194563, "decode.d7.loss_mask": 0.573108920454979, "decode.d7.loss_dice": 0.9251816958189011, "decode.d8.loss_cls": 0.3454874861985445, "decode.d8.loss_mask": 0.5740167975425721, "decode.d8.loss_dice": 0.9358159512281418, "time": 0.5387593507766724, "memory": 7261, "step": 110250}
{"lr": 3.491525420969284e-06, "data_time": 0.010000133514404297, "grad_norm": 79.16646919250488, "loss": 22.07581491470337, "decode.loss_cls": 0.37423025816679, "decode.loss_mask": 0.6963104724884033, "decode.loss_dice": 0.9090766027569771, "decode.d0.loss_cls": 1.965023684501648, "decode.d0.loss_mask": 0.6847651436924934, "decode.d0.loss_dice": 1.0700619637966156, "decode.d1.loss_cls": 0.43319914638996126, "decode.d1.loss_mask": 0.7301956206560135, "decode.d1.loss_dice": 1.0421985268592835, "decode.d2.loss_cls": 0.46898389607667923, "decode.d2.loss_mask": 0.7191517144441605, "decode.d2.loss_dice": 0.9637701332569122, "decode.d3.loss_cls": 0.3821865014731884, "decode.d3.loss_mask": 0.7058399021625519, "decode.d3.loss_dice": 0.9463229149580001, "decode.d4.loss_cls": 0.38290975242853165, "decode.d4.loss_mask": 0.7073276281356812, "decode.d4.loss_dice": 0.9517833888530731, "decode.d5.loss_cls": 0.34388002529740336, "decode.d5.loss_mask": 0.6996018946170807, "decode.d5.loss_dice": 0.9362111136317253, "decode.d6.loss_cls": 0.38954389169812204, "decode.d6.loss_mask": 0.6924432337284088, "decode.d6.loss_dice": 0.9184936165809632, "decode.d7.loss_cls": 0.3191711947321892, "decode.d7.loss_mask": 0.6993697226047516, "decode.d7.loss_dice": 0.9412443578243256, "decode.d8.loss_cls": 0.38837467432022094, "decode.d8.loss_mask": 0.6960017055273056, "decode.d8.loss_dice": 0.9181423664093018, "time": 0.5605258464813232, "memory": 7197, "step": 110300}
{"lr": 3.4883639209650004e-06, "data_time": 0.009671258926391601, "grad_norm": 74.09689674377441, "loss": 25.513070392608643, "decode.loss_cls": 0.5680683374404907, "decode.loss_mask": 0.5452681720256806, "decode.loss_dice": 1.1447158128023147, "decode.d0.loss_cls": 2.1937515258789064, "decode.d0.loss_mask": 0.6036604613065719, "decode.d0.loss_dice": 1.3528731435537338, "decode.d1.loss_cls": 0.8476176381111145, "decode.d1.loss_mask": 0.613106133043766, "decode.d1.loss_dice": 1.26285120844841, "decode.d2.loss_cls": 0.7954625606536865, "decode.d2.loss_mask": 0.5642937779426574, "decode.d2.loss_dice": 1.169796246290207, "decode.d3.loss_cls": 0.6617539823055267, "decode.d3.loss_mask": 0.5515181660652161, "decode.d3.loss_dice": 1.1685999423265456, "decode.d4.loss_cls": 0.6739175468683243, "decode.d4.loss_mask": 0.5434968814253807, "decode.d4.loss_dice": 1.1460537970066071, "decode.d5.loss_cls": 0.6280917555093766, "decode.d5.loss_mask": 0.5398851156234741, "decode.d5.loss_dice": 1.138440103828907, "decode.d6.loss_cls": 0.6163519471883774, "decode.d6.loss_mask": 0.5363939896225929, "decode.d6.loss_dice": 1.1488646388053894, "decode.d7.loss_cls": 0.5516302525997162, "decode.d7.loss_mask": 0.5332542538642884, "decode.d7.loss_dice": 1.1344299882650375, "decode.d8.loss_cls": 0.5988849341869354, "decode.d8.loss_mask": 0.5451680466532707, "decode.d8.loss_dice": 1.1348703771829605, "time": 0.5306691646575927, "memory": 7208, "step": 110350}
{"lr": 3.485202102565977e-06, "data_time": 0.00980672836303711, "grad_norm": 79.54643325805664, "loss": 23.41630353927612, "decode.loss_cls": 0.4544068738818169, "decode.loss_mask": 0.6605179697275162, "decode.loss_dice": 0.9306360274553299, "decode.d0.loss_cls": 2.1329023480415343, "decode.d0.loss_mask": 0.7227964162826538, "decode.d0.loss_dice": 1.1620188444852828, "decode.d1.loss_cls": 0.7373606830835342, "decode.d1.loss_mask": 0.7081988722085952, "decode.d1.loss_dice": 1.0439023032784462, "decode.d2.loss_cls": 0.6328022360801697, "decode.d2.loss_mask": 0.6916142523288726, "decode.d2.loss_dice": 0.9918406859040261, "decode.d3.loss_cls": 0.5039544925093651, "decode.d3.loss_mask": 0.6889799743890762, "decode.d3.loss_dice": 0.9409187793731689, "decode.d4.loss_cls": 0.4647309064865112, "decode.d4.loss_mask": 0.6872695714235306, "decode.d4.loss_dice": 0.9476878553628921, "decode.d5.loss_cls": 0.4705888003110886, "decode.d5.loss_mask": 0.6762916713953018, "decode.d5.loss_dice": 0.93746717274189, "decode.d6.loss_cls": 0.4792217299342155, "decode.d6.loss_mask": 0.6749637663364411, "decode.d6.loss_dice": 0.9396173939108848, "decode.d7.loss_cls": 0.4614700943231583, "decode.d7.loss_mask": 0.670622530579567, "decode.d7.loss_dice": 0.929055069386959, "decode.d8.loss_cls": 0.4674823686480522, "decode.d8.loss_mask": 0.6640028357505798, "decode.d8.loss_dice": 0.9429813772439957, "time": 0.538580346107483, "memory": 7230, "step": 110400}
{"lr": 3.4820399654191385e-06, "data_time": 0.00987098217010498, "grad_norm": 92.31915588378907, "loss": 24.22987565994263, "decode.loss_cls": 0.4817942213267088, "decode.loss_mask": 0.6738148167729378, "decode.loss_dice": 1.0334656417369843, "decode.d0.loss_cls": 2.3812778115272524, "decode.d0.loss_mask": 0.6776399672031402, "decode.d0.loss_dice": 1.2264971494674684, "decode.d1.loss_cls": 0.6656273767352104, "decode.d1.loss_mask": 0.6436972886323928, "decode.d1.loss_dice": 1.1534635841846466, "decode.d2.loss_cls": 0.5237751126289367, "decode.d2.loss_mask": 0.6427720218896866, "decode.d2.loss_dice": 1.1138085961341857, "decode.d3.loss_cls": 0.5229511007666587, "decode.d3.loss_mask": 0.635156175494194, "decode.d3.loss_dice": 1.0389916539192199, "decode.d4.loss_cls": 0.459577614441514, "decode.d4.loss_mask": 0.6482207775115967, "decode.d4.loss_dice": 1.0481355607509613, "decode.d5.loss_cls": 0.43190106078982354, "decode.d5.loss_mask": 0.6530458867549896, "decode.d5.loss_dice": 1.0536172211170196, "decode.d6.loss_cls": 0.4826504088938236, "decode.d6.loss_mask": 0.6582359924912453, "decode.d6.loss_dice": 1.0436143815517425, "decode.d7.loss_cls": 0.4486764527857304, "decode.d7.loss_mask": 0.6528504952788353, "decode.d7.loss_dice": 1.044744896888733, "decode.d8.loss_cls": 0.4810752924531698, "decode.d8.loss_mask": 0.6720240980386734, "decode.d8.loss_dice": 1.0367743015289306, "time": 0.5369256973266602, "memory": 7183, "step": 110450}
{"lr": 3.4788775091706635e-06, "data_time": 0.009984874725341797, "grad_norm": 100.57429351806641, "loss": 23.27144498825073, "decode.loss_cls": 0.3747356280684471, "decode.loss_mask": 0.6664202183485031, "decode.loss_dice": 1.0109673738479614, "decode.d0.loss_cls": 1.9519355535507201, "decode.d0.loss_mask": 0.7780828177928925, "decode.d0.loss_dice": 1.1907010912895202, "decode.d1.loss_cls": 0.6141995251178741, "decode.d1.loss_mask": 0.7053608775138855, "decode.d1.loss_dice": 1.0547007858753203, "decode.d2.loss_cls": 0.5559954091906547, "decode.d2.loss_mask": 0.7035235702991486, "decode.d2.loss_dice": 1.0688810884952544, "decode.d3.loss_cls": 0.4471814498305321, "decode.d3.loss_mask": 0.6859008312225342, "decode.d3.loss_dice": 1.0418982744216918, "decode.d4.loss_cls": 0.43506391197443006, "decode.d4.loss_mask": 0.6749246060848236, "decode.d4.loss_dice": 1.0404017329216004, "decode.d5.loss_cls": 0.4181765615940094, "decode.d5.loss_mask": 0.6737428843975067, "decode.d5.loss_dice": 1.0056872427463532, "decode.d6.loss_cls": 0.39576925337314606, "decode.d6.loss_mask": 0.6670109629631042, "decode.d6.loss_dice": 0.9791000068187714, "decode.d7.loss_cls": 0.3934605188667774, "decode.d7.loss_mask": 0.6679951250553131, "decode.d7.loss_dice": 0.9948105096817017, "decode.d8.loss_cls": 0.4134218245744705, "decode.d8.loss_mask": 0.6655533224344253, "decode.d8.loss_dice": 0.9958416759967804, "time": 0.5339643239974976, "memory": 7367, "step": 110500}
{"lr": 3.475714733465969e-06, "data_time": 0.009829044342041016, "grad_norm": 96.03238143920899, "loss": 19.851285552978517, "decode.loss_cls": 0.4158208392560482, "decode.loss_mask": 0.5191149264574051, "decode.loss_dice": 0.7932317972183227, "decode.d0.loss_cls": 1.9226233124732972, "decode.d0.loss_mask": 0.6091230109333992, "decode.d0.loss_dice": 0.9572179466485977, "decode.d1.loss_cls": 0.6163581483066082, "decode.d1.loss_mask": 0.5560953006148338, "decode.d1.loss_dice": 0.8710727155208587, "decode.d2.loss_cls": 0.5320354610681534, "decode.d2.loss_mask": 0.5513070985674858, "decode.d2.loss_dice": 0.8357162296772003, "decode.d3.loss_cls": 0.5145260028541088, "decode.d3.loss_mask": 0.5323002099990845, "decode.d3.loss_dice": 0.8327847778797149, "decode.d4.loss_cls": 0.45112024024128916, "decode.d4.loss_mask": 0.5376081466674805, "decode.d4.loss_dice": 0.8224422931671143, "decode.d5.loss_cls": 0.4315355382859707, "decode.d5.loss_mask": 0.531230291724205, "decode.d5.loss_dice": 0.817245602607727, "decode.d6.loss_cls": 0.4128506824374199, "decode.d6.loss_mask": 0.522336183488369, "decode.d6.loss_dice": 0.793497371673584, "decode.d7.loss_cls": 0.45625727623701096, "decode.d7.loss_mask": 0.524119944870472, "decode.d7.loss_dice": 0.7927206218242645, "decode.d8.loss_cls": 0.37417588382959366, "decode.d8.loss_mask": 0.5284595161676406, "decode.d8.loss_dice": 0.7963578939437866, "time": 0.534941840171814, "memory": 7251, "step": 110550}
{"lr": 3.4725516379497313e-06, "data_time": 0.00978226661682129, "grad_norm": 89.95625801086426, "loss": 27.83017292022705, "decode.loss_cls": 0.4757186844944954, "decode.loss_mask": 0.8462280631065369, "decode.loss_dice": 1.1297632515430451, "decode.d0.loss_cls": 2.2357266306877137, "decode.d0.loss_mask": 0.9153167426586151, "decode.d0.loss_dice": 1.363725757598877, "decode.d1.loss_cls": 0.7503816246986389, "decode.d1.loss_mask": 0.8937080800533295, "decode.d1.loss_dice": 1.2254997551441194, "decode.d2.loss_cls": 0.6146512493491173, "decode.d2.loss_mask": 0.8871595293283463, "decode.d2.loss_dice": 1.2162712395191193, "decode.d3.loss_cls": 0.6033130452036858, "decode.d3.loss_mask": 0.8724214702844619, "decode.d3.loss_dice": 1.2037739694118499, "decode.d4.loss_cls": 0.5725662007927894, "decode.d4.loss_mask": 0.8470042973756791, "decode.d4.loss_dice": 1.1854363799095153, "decode.d5.loss_cls": 0.5183479569852352, "decode.d5.loss_mask": 0.8458873420953751, "decode.d5.loss_dice": 1.1638545751571656, "decode.d6.loss_cls": 0.540127556025982, "decode.d6.loss_mask": 0.8495694369077682, "decode.d6.loss_dice": 1.1229178190231324, "decode.d7.loss_cls": 0.5130652531981468, "decode.d7.loss_mask": 0.8346869111061096, "decode.d7.loss_dice": 1.130537885427475, "decode.d8.loss_cls": 0.5313576042652131, "decode.d8.loss_mask": 0.8279915958642959, "decode.d8.loss_dice": 1.1131623148918153, "time": 0.5588871240615845, "memory": 7224, "step": 110600}
{"lr": 3.469388222265864e-06, "data_time": 0.010006380081176759, "grad_norm": 88.69644622802734, "loss": 22.261325454711915, "decode.loss_cls": 0.42168047837913036, "decode.loss_mask": 0.6559185236692429, "decode.loss_dice": 0.8922018349170685, "decode.d0.loss_cls": 2.1975387811660765, "decode.d0.loss_mask": 0.6732460021972656, "decode.d0.loss_dice": 0.9930184304714202, "decode.d1.loss_cls": 0.6868667386472225, "decode.d1.loss_mask": 0.6470281511545182, "decode.d1.loss_dice": 0.9300116688013077, "decode.d2.loss_cls": 0.5792758017778397, "decode.d2.loss_mask": 0.6536624699831008, "decode.d2.loss_dice": 0.9307264178991318, "decode.d3.loss_cls": 0.5377884399145841, "decode.d3.loss_mask": 0.679126650094986, "decode.d3.loss_dice": 0.8979271143674851, "decode.d4.loss_cls": 0.46437318474054334, "decode.d4.loss_mask": 0.6766386210918427, "decode.d4.loss_dice": 0.9077521115541458, "decode.d5.loss_cls": 0.46702287532389164, "decode.d5.loss_mask": 0.6594735562801362, "decode.d5.loss_dice": 0.8913950324058533, "decode.d6.loss_cls": 0.400790997967124, "decode.d6.loss_mask": 0.6803748518228531, "decode.d6.loss_dice": 0.884589797258377, "decode.d7.loss_cls": 0.3825273923575878, "decode.d7.loss_mask": 0.6701284110546112, "decode.d7.loss_dice": 0.8689221709966659, "decode.d8.loss_cls": 0.37591270804405214, "decode.d8.loss_mask": 0.6662844061851502, "decode.d8.loss_dice": 0.8891210228204727, "time": 0.5316845893859863, "memory": 7195, "step": 110650}
{"lr": 3.4662244860575263e-06, "data_time": 0.00945286750793457, "grad_norm": 89.53683013916016, "loss": 23.131371402740477, "decode.loss_cls": 0.49587242156267164, "decode.loss_mask": 0.6329914510250092, "decode.loss_dice": 0.9473459959030152, "decode.d0.loss_cls": 1.9077410697937012, "decode.d0.loss_mask": 0.6752775818109512, "decode.d0.loss_dice": 1.0886033087968827, "decode.d1.loss_cls": 0.6567568689584732, "decode.d1.loss_mask": 0.6611812233924865, "decode.d1.loss_dice": 1.0377027451992036, "decode.d2.loss_cls": 0.5605008006095886, "decode.d2.loss_mask": 0.6389886975288391, "decode.d2.loss_dice": 1.00564746260643, "decode.d3.loss_cls": 0.5736360922455788, "decode.d3.loss_mask": 0.643217146396637, "decode.d3.loss_dice": 0.9679137945175171, "decode.d4.loss_cls": 0.5968381270766259, "decode.d4.loss_mask": 0.6269896745681762, "decode.d4.loss_dice": 0.9542503118515014, "decode.d5.loss_cls": 0.6003992065787316, "decode.d5.loss_mask": 0.6080677479505538, "decode.d5.loss_dice": 0.9255111336708068, "decode.d6.loss_cls": 0.5522943541407586, "decode.d6.loss_mask": 0.6237436056137085, "decode.d6.loss_dice": 0.9365028858184814, "decode.d7.loss_cls": 0.544746233522892, "decode.d7.loss_mask": 0.626232585310936, "decode.d7.loss_dice": 0.9619763016700744, "decode.d8.loss_cls": 0.5216885700821876, "decode.d8.loss_mask": 0.6315980970859527, "decode.d8.loss_dice": 0.9271562457084656, "time": 0.5325004816055298, "memory": 7283, "step": 110700}
{"lr": 3.4630604289671193e-06, "data_time": 0.009361815452575684, "grad_norm": 87.97058334350587, "loss": 23.38946599960327, "decode.loss_cls": 0.4788954921066761, "decode.loss_mask": 0.5268977969884873, "decode.loss_dice": 1.0609361469745635, "decode.d0.loss_cls": 2.100558078289032, "decode.d0.loss_mask": 0.6053603440523148, "decode.d0.loss_dice": 1.198255893588066, "decode.d1.loss_cls": 0.6427884846925735, "decode.d1.loss_mask": 0.5807862460613251, "decode.d1.loss_dice": 1.179917797446251, "decode.d2.loss_cls": 0.638448204100132, "decode.d2.loss_mask": 0.5472715258598327, "decode.d2.loss_dice": 1.121928882598877, "decode.d3.loss_cls": 0.5577552735805511, "decode.d3.loss_mask": 0.5470145761966705, "decode.d3.loss_dice": 1.0647858887910844, "decode.d4.loss_cls": 0.5155094861984253, "decode.d4.loss_mask": 0.5407816737890243, "decode.d4.loss_dice": 1.0825553685426712, "decode.d5.loss_cls": 0.48672509416937826, "decode.d5.loss_mask": 0.5409804850816726, "decode.d5.loss_dice": 1.076225796341896, "decode.d6.loss_cls": 0.514767049998045, "decode.d6.loss_mask": 0.5318381547927856, "decode.d6.loss_dice": 1.0662774056196214, "decode.d7.loss_cls": 0.4876560986042023, "decode.d7.loss_mask": 0.5389712631702424, "decode.d7.loss_dice": 1.0668387502431869, "decode.d8.loss_cls": 0.47669557183980943, "decode.d8.loss_mask": 0.533217579126358, "decode.d8.loss_dice": 1.0788255780935287, "time": 0.5608209609985352, "memory": 7248, "step": 110750}
{"lr": 3.459896050636276e-06, "data_time": 0.00954742431640625, "grad_norm": 107.15196151733399, "loss": 23.711636686325072, "decode.loss_cls": 0.5690801065415144, "decode.loss_mask": 0.6271497413516045, "decode.loss_dice": 0.8932290732860565, "decode.d0.loss_cls": 2.065738523006439, "decode.d0.loss_mask": 0.7355717927217483, "decode.d0.loss_dice": 1.0574269577860833, "decode.d1.loss_cls": 0.7296029537916183, "decode.d1.loss_mask": 0.6864007025957107, "decode.d1.loss_dice": 1.0095946177840234, "decode.d2.loss_cls": 0.7126916170120239, "decode.d2.loss_mask": 0.6748191669583321, "decode.d2.loss_dice": 0.9604229867458344, "decode.d3.loss_cls": 0.7286529250442981, "decode.d3.loss_mask": 0.6620990395545959, "decode.d3.loss_dice": 0.9110748142004013, "decode.d4.loss_cls": 0.6229971520602703, "decode.d4.loss_mask": 0.6502711087465286, "decode.d4.loss_dice": 0.9141276136040688, "decode.d5.loss_cls": 0.6283601254224778, "decode.d5.loss_mask": 0.6119441896677017, "decode.d5.loss_dice": 0.8841364577412605, "decode.d6.loss_cls": 0.6939661502838135, "decode.d6.loss_mask": 0.6148415073752403, "decode.d6.loss_dice": 0.865704046189785, "decode.d7.loss_cls": 0.6392831817269325, "decode.d7.loss_mask": 0.6185508579015732, "decode.d7.loss_dice": 0.8709265440702438, "decode.d8.loss_cls": 0.5636411979794502, "decode.d8.loss_mask": 0.6179038390517235, "decode.d8.loss_dice": 0.8914280116558075, "time": 0.5335615873336792, "memory": 7146, "step": 110800}
{"lr": 3.456731350705873e-06, "data_time": 0.009508442878723145, "grad_norm": 85.3569091796875, "loss": 22.384485054016114, "decode.loss_cls": 0.6082428246736526, "decode.loss_mask": 0.6382839202880859, "decode.loss_dice": 0.8245083421468735, "decode.d0.loss_cls": 2.095040023326874, "decode.d0.loss_mask": 0.6619298875331878, "decode.d0.loss_dice": 0.8930529326200485, "decode.d1.loss_cls": 0.8461513534188271, "decode.d1.loss_mask": 0.6335039079189301, "decode.d1.loss_dice": 0.8431962594389916, "decode.d2.loss_cls": 0.6644019797444344, "decode.d2.loss_mask": 0.638805789500475, "decode.d2.loss_dice": 0.8110682174563408, "decode.d3.loss_cls": 0.6293369852006435, "decode.d3.loss_mask": 0.6368289880454541, "decode.d3.loss_dice": 0.8084185019135475, "decode.d4.loss_cls": 0.6095533974468708, "decode.d4.loss_mask": 0.6429643362760544, "decode.d4.loss_dice": 0.8088666394352912, "decode.d5.loss_cls": 0.614186429977417, "decode.d5.loss_mask": 0.6414554417133331, "decode.d5.loss_dice": 0.8154646947979927, "decode.d6.loss_cls": 0.5638059541583061, "decode.d6.loss_mask": 0.6398574024438858, "decode.d6.loss_dice": 0.8071989715099335, "decode.d7.loss_cls": 0.5592033475637436, "decode.d7.loss_mask": 0.6433108590543271, "decode.d7.loss_dice": 0.8249726831912995, "decode.d8.loss_cls": 0.5670814909040928, "decode.d8.loss_mask": 0.6313019201159478, "decode.d8.loss_dice": 0.7824917778372764, "time": 0.5339685678482056, "memory": 7205, "step": 110850}
{"lr": 3.453566328816011e-06, "data_time": 0.009519505500793456, "grad_norm": 94.38877220153809, "loss": 25.233178234100343, "decode.loss_cls": 0.41552848666906356, "decode.loss_mask": 0.6866944015026093, "decode.loss_dice": 1.0603630185127257, "decode.d0.loss_cls": 2.2937968373298645, "decode.d0.loss_mask": 0.7707815706729889, "decode.d0.loss_dice": 1.3124048590660096, "decode.d1.loss_cls": 0.7330822438001633, "decode.d1.loss_mask": 0.7026054054498673, "decode.d1.loss_dice": 1.1615571796894073, "decode.d2.loss_cls": 0.593741101026535, "decode.d2.loss_mask": 0.6863425821065903, "decode.d2.loss_dice": 1.15698544383049, "decode.d3.loss_cls": 0.583648781478405, "decode.d3.loss_mask": 0.6866519927978516, "decode.d3.loss_dice": 1.0868756234645844, "decode.d4.loss_cls": 0.5014298498630524, "decode.d4.loss_mask": 0.6879762291908265, "decode.d4.loss_dice": 1.0988868176937103, "decode.d5.loss_cls": 0.5215477675199509, "decode.d5.loss_mask": 0.6822632789611817, "decode.d5.loss_dice": 1.113735955953598, "decode.d6.loss_cls": 0.5309168130159378, "decode.d6.loss_mask": 0.6901120901107788, "decode.d6.loss_dice": 1.0867478013038636, "decode.d7.loss_cls": 0.47894449532032013, "decode.d7.loss_mask": 0.6814889490604401, "decode.d7.loss_dice": 1.0516601860523225, "decode.d8.loss_cls": 0.4479032702744007, "decode.d8.loss_mask": 0.6776106566190719, "decode.d8.loss_dice": 1.0508945345878602, "time": 0.5343866348266602, "memory": 7196, "step": 110900}
{"lr": 3.4504009846060226e-06, "data_time": 0.009582901000976562, "grad_norm": 80.9757095336914, "loss": 17.235970211029052, "decode.loss_cls": 0.371853419393301, "decode.loss_mask": 0.4266444593667984, "decode.loss_dice": 0.6934461325407029, "decode.d0.loss_cls": 1.8018717885017395, "decode.d0.loss_mask": 0.49064921736717226, "decode.d0.loss_dice": 0.8486995041370392, "decode.d1.loss_cls": 0.5520578160881996, "decode.d1.loss_mask": 0.4582680597901344, "decode.d1.loss_dice": 0.775454980134964, "decode.d2.loss_cls": 0.4400256805121899, "decode.d2.loss_mask": 0.4463041737675667, "decode.d2.loss_dice": 0.7733515337109566, "decode.d3.loss_cls": 0.4185592718422413, "decode.d3.loss_mask": 0.45092474967241286, "decode.d3.loss_dice": 0.7302748203277588, "decode.d4.loss_cls": 0.37978755310177803, "decode.d4.loss_mask": 0.4522477775812149, "decode.d4.loss_dice": 0.7495098695158958, "decode.d5.loss_cls": 0.37417904660105705, "decode.d5.loss_mask": 0.43505771458148956, "decode.d5.loss_dice": 0.7145027801394462, "decode.d6.loss_cls": 0.3703452840447426, "decode.d6.loss_mask": 0.4319621376693249, "decode.d6.loss_dice": 0.68946653008461, "decode.d7.loss_cls": 0.37457718029618264, "decode.d7.loss_mask": 0.43322981148958206, "decode.d7.loss_dice": 0.7043646395206451, "decode.d8.loss_cls": 0.32177489846944807, "decode.d8.loss_mask": 0.4313128039240837, "decode.d8.loss_dice": 0.6952666908502578, "time": 0.535241174697876, "memory": 7233, "step": 110950}
{"lr": 3.4472353177144726e-06, "data_time": 0.009640669822692871, "grad_norm": 84.03423461914062, "loss": 19.577171277999877, "decode.loss_cls": 0.4423881648108363, "decode.loss_mask": 0.49291821122169494, "decode.loss_dice": 0.7630213990807533, "decode.d0.loss_cls": 2.2633134484291078, "decode.d0.loss_mask": 0.5442057937383652, "decode.d0.loss_dice": 0.9034456357359886, "decode.d1.loss_cls": 0.6747984029352665, "decode.d1.loss_mask": 0.5184593245387077, "decode.d1.loss_dice": 0.8103526026010514, "decode.d2.loss_cls": 0.5866087097674608, "decode.d2.loss_mask": 0.4846986189484596, "decode.d2.loss_dice": 0.7590751625597477, "decode.d3.loss_cls": 0.5314155966043472, "decode.d3.loss_mask": 0.48859397768974305, "decode.d3.loss_dice": 0.7636718854308129, "decode.d4.loss_cls": 0.4839795738458633, "decode.d4.loss_mask": 0.4823774293065071, "decode.d4.loss_dice": 0.7538720458745957, "decode.d5.loss_cls": 0.4491830416023731, "decode.d5.loss_mask": 0.49583056569099426, "decode.d5.loss_dice": 0.7754183076322079, "decode.d6.loss_cls": 0.47745985016226766, "decode.d6.loss_mask": 0.47857852578163146, "decode.d6.loss_dice": 0.7604370906949043, "decode.d7.loss_cls": 0.41544609852135184, "decode.d7.loss_mask": 0.49182640165090563, "decode.d7.loss_dice": 0.7798214726150036, "decode.d8.loss_cls": 0.4506664488464594, "decode.d8.loss_mask": 0.49862431585788725, "decode.d8.loss_dice": 0.7566839307546616, "time": 0.534250545501709, "memory": 7183, "step": 111000}
{"lr": 3.4440693277791483e-06, "data_time": 0.009571170806884766, "grad_norm": 86.66455993652343, "loss": 21.236023426055908, "decode.loss_cls": 0.39196462407708166, "decode.loss_mask": 0.5935550212860108, "decode.loss_dice": 0.9054020315408706, "decode.d0.loss_cls": 2.0825637578964233, "decode.d0.loss_mask": 0.6208199083805084, "decode.d0.loss_dice": 1.0860890358686448, "decode.d1.loss_cls": 0.5903384298086166, "decode.d1.loss_mask": 0.558917447924614, "decode.d1.loss_dice": 0.9077083796262742, "decode.d2.loss_cls": 0.5028678700327873, "decode.d2.loss_mask": 0.6071823358535766, "decode.d2.loss_dice": 0.9476627975702285, "decode.d3.loss_cls": 0.4787195011973381, "decode.d3.loss_mask": 0.5696214199066162, "decode.d3.loss_dice": 0.9278321295976639, "decode.d4.loss_cls": 0.46618433594703673, "decode.d4.loss_mask": 0.5642318010330201, "decode.d4.loss_dice": 0.9193222969770432, "decode.d5.loss_cls": 0.4295207872986794, "decode.d5.loss_mask": 0.5543096244335175, "decode.d5.loss_dice": 0.8862165331840515, "decode.d6.loss_cls": 0.4472173497080803, "decode.d6.loss_mask": 0.5491669058799744, "decode.d6.loss_dice": 0.8759198606014251, "decode.d7.loss_cls": 0.43742349594831464, "decode.d7.loss_mask": 0.5556258082389831, "decode.d7.loss_dice": 0.8966373682022095, "decode.d8.loss_cls": 0.39141244292259214, "decode.d8.loss_mask": 0.5892872095108033, "decode.d8.loss_dice": 0.9023025572299957, "time": 0.533853816986084, "memory": 7176, "step": 111050}
{"lr": 3.4409030144370593e-06, "data_time": 0.00957925319671631, "grad_norm": 82.37384262084962, "loss": 23.932573127746583, "decode.loss_cls": 0.5738283962011337, "decode.loss_mask": 0.591087493300438, "decode.loss_dice": 1.0053677558898926, "decode.d0.loss_cls": 2.172622263431549, "decode.d0.loss_mask": 0.6058230042457581, "decode.d0.loss_dice": 1.1584697186946868, "decode.d1.loss_cls": 0.740766167640686, "decode.d1.loss_mask": 0.5767803996801376, "decode.d1.loss_dice": 1.058782011270523, "decode.d2.loss_cls": 0.6158579915761948, "decode.d2.loss_mask": 0.5741661131381989, "decode.d2.loss_dice": 1.0621394038200378, "decode.d3.loss_cls": 0.6647506967186928, "decode.d3.loss_mask": 0.5634680360555648, "decode.d3.loss_dice": 1.0120860993862153, "decode.d4.loss_cls": 0.6067287378013134, "decode.d4.loss_mask": 0.5805750608444213, "decode.d4.loss_dice": 1.0310633301734924, "decode.d5.loss_cls": 0.5587928362190724, "decode.d5.loss_mask": 0.5955102175474167, "decode.d5.loss_dice": 1.0248984277248383, "decode.d6.loss_cls": 0.5740907117724419, "decode.d6.loss_mask": 0.585331243276596, "decode.d6.loss_dice": 1.0369048297405243, "decode.d7.loss_cls": 0.5080435931682586, "decode.d7.loss_mask": 0.587448388338089, "decode.d7.loss_dice": 1.019189614057541, "decode.d8.loss_cls": 0.6383270978927612, "decode.d8.loss_mask": 0.5887632250785828, "decode.d8.loss_dice": 1.0209088504314423, "time": 0.5572191953659058, "memory": 7282, "step": 111100}
{"lr": 3.43773637732444e-06, "data_time": 0.00971989631652832, "grad_norm": 87.72577171325683, "loss": 22.527477931976318, "decode.loss_cls": 0.42669844925403594, "decode.loss_mask": 0.6412765830755234, "decode.loss_dice": 0.9424725234508514, "decode.d0.loss_cls": 2.0739569425582887, "decode.d0.loss_mask": 0.7390788942575455, "decode.d0.loss_dice": 1.1212338268756867, "decode.d1.loss_cls": 0.5692250907421113, "decode.d1.loss_mask": 0.6765387862920761, "decode.d1.loss_dice": 1.047443327307701, "decode.d2.loss_cls": 0.43712520599365234, "decode.d2.loss_mask": 0.6598778516054153, "decode.d2.loss_dice": 1.0111121952533721, "decode.d3.loss_cls": 0.412345726788044, "decode.d3.loss_mask": 0.6488301962614059, "decode.d3.loss_dice": 1.0176768004894257, "decode.d4.loss_cls": 0.3856248274445534, "decode.d4.loss_mask": 0.649129331111908, "decode.d4.loss_dice": 0.96825320571661, "decode.d5.loss_cls": 0.4053741216659546, "decode.d5.loss_mask": 0.6373344779014587, "decode.d5.loss_dice": 0.9698584288358688, "decode.d6.loss_cls": 0.41338659077882767, "decode.d6.loss_mask": 0.6416878342628479, "decode.d6.loss_dice": 0.9861571446061135, "decode.d7.loss_cls": 0.4346591830253601, "decode.d7.loss_mask": 0.6406940162181854, "decode.d7.loss_dice": 0.9458156555891037, "decode.d8.loss_cls": 0.4301643565297127, "decode.d8.loss_mask": 0.6464940220117569, "decode.d8.loss_dice": 0.9479529231786727, "time": 0.588463830947876, "memory": 7246, "step": 111150}
{"lr": 3.434569416076739e-06, "data_time": 0.009470677375793457, "grad_norm": 86.22964172363281, "loss": 19.561003112792967, "decode.loss_cls": 0.32625679224729537, "decode.loss_mask": 0.5881954371929169, "decode.loss_dice": 0.8095685839653015, "decode.d0.loss_cls": 1.7312073767185212, "decode.d0.loss_mask": 0.655685207247734, "decode.d0.loss_dice": 0.9891869604587555, "decode.d1.loss_cls": 0.5147803485393524, "decode.d1.loss_mask": 0.640834704041481, "decode.d1.loss_dice": 0.8643050074577332, "decode.d2.loss_cls": 0.4430199421942234, "decode.d2.loss_mask": 0.6082816958427429, "decode.d2.loss_dice": 0.839001578092575, "decode.d3.loss_cls": 0.4078891061246395, "decode.d3.loss_mask": 0.5835585266351699, "decode.d3.loss_dice": 0.8170489639043808, "decode.d4.loss_cls": 0.39016323536634445, "decode.d4.loss_mask": 0.5695854008197785, "decode.d4.loss_dice": 0.8018352687358856, "decode.d5.loss_cls": 0.3758592516183853, "decode.d5.loss_mask": 0.5627981096506118, "decode.d5.loss_dice": 0.8132671892642975, "decode.d6.loss_cls": 0.416863189637661, "decode.d6.loss_mask": 0.5663355320692063, "decode.d6.loss_dice": 0.7893205255270004, "decode.d7.loss_cls": 0.3564199201762676, "decode.d7.loss_mask": 0.5749020576477051, "decode.d7.loss_dice": 0.8042886257171631, "decode.d8.loss_cls": 0.3233956627547741, "decode.d8.loss_mask": 0.5907942175865173, "decode.d8.loss_dice": 0.8063555777072906, "time": 0.5338346481323242, "memory": 7296, "step": 111200}
{"lr": 3.4314021303286176e-06, "data_time": 0.009415936470031739, "grad_norm": 87.99503097534179, "loss": 19.48028693199158, "decode.loss_cls": 0.41000648140907286, "decode.loss_mask": 0.6529965996742249, "decode.loss_dice": 0.6986827254295349, "decode.d0.loss_cls": 1.6622493088245391, "decode.d0.loss_mask": 0.722567480802536, "decode.d0.loss_dice": 0.8359325990080834, "decode.d1.loss_cls": 0.5770154163241387, "decode.d1.loss_mask": 0.6904937028884888, "decode.d1.loss_dice": 0.7460449352860451, "decode.d2.loss_cls": 0.4913954198360443, "decode.d2.loss_mask": 0.6579448476433754, "decode.d2.loss_dice": 0.7199468731880188, "decode.d3.loss_cls": 0.4549951784312725, "decode.d3.loss_mask": 0.6569632083177567, "decode.d3.loss_dice": 0.7019534833729267, "decode.d4.loss_cls": 0.469104727357626, "decode.d4.loss_mask": 0.6514497429132462, "decode.d4.loss_dice": 0.701919823884964, "decode.d5.loss_cls": 0.4090784087777138, "decode.d5.loss_mask": 0.6498008459806442, "decode.d5.loss_dice": 0.6951445139944553, "decode.d6.loss_cls": 0.4246226876974106, "decode.d6.loss_mask": 0.6446751207113266, "decode.d6.loss_dice": 0.6956822574138641, "decode.d7.loss_cls": 0.3790702760219574, "decode.d7.loss_mask": 0.6446582496166229, "decode.d7.loss_dice": 0.698962216079235, "decode.d8.loss_cls": 0.3997714653611183, "decode.d8.loss_mask": 0.6478197932243347, "decode.d8.loss_dice": 0.68933836966753, "time": 0.5339475631713867, "memory": 7287, "step": 111250}
{"lr": 3.4282345197139586e-06, "data_time": 0.009650969505310058, "grad_norm": 73.88034286499024, "loss": 27.954675483703614, "decode.loss_cls": 0.48749021589756014, "decode.loss_mask": 0.7769200086593628, "decode.loss_dice": 1.2787870079278947, "decode.d0.loss_cls": 1.9773944973945619, "decode.d0.loss_mask": 0.9060173809528351, "decode.d0.loss_dice": 1.485244083404541, "decode.d1.loss_cls": 0.6160213395953178, "decode.d1.loss_mask": 0.8251296550035476, "decode.d1.loss_dice": 1.4127035856246948, "decode.d2.loss_cls": 0.620782995223999, "decode.d2.loss_mask": 0.7966426640748978, "decode.d2.loss_dice": 1.335667908191681, "decode.d3.loss_cls": 0.5553209543228149, "decode.d3.loss_mask": 0.7864225953817368, "decode.d3.loss_dice": 1.2912250995635985, "decode.d4.loss_cls": 0.5158733889460564, "decode.d4.loss_mask": 0.7885239720344543, "decode.d4.loss_dice": 1.2851931214332581, "decode.d5.loss_cls": 0.4865080714225769, "decode.d5.loss_mask": 0.7876346647739411, "decode.d5.loss_dice": 1.2902676582336425, "decode.d6.loss_cls": 0.5285796388983727, "decode.d6.loss_mask": 0.7806531131267548, "decode.d6.loss_dice": 1.2598668813705445, "decode.d7.loss_cls": 0.5069141939282418, "decode.d7.loss_mask": 0.7919407159090042, "decode.d7.loss_dice": 1.252578189969063, "decode.d8.loss_cls": 0.47850970923900604, "decode.d8.loss_mask": 0.7862839460372925, "decode.d8.loss_dice": 1.2635788530111314, "time": 0.5357722282409668, "memory": 7216, "step": 111300}
{"lr": 3.425066583865846e-06, "data_time": 0.009874725341796875, "grad_norm": 96.76107406616211, "loss": 20.696360445022584, "decode.loss_cls": 0.434024369250983, "decode.loss_mask": 0.5643185958266258, "decode.loss_dice": 0.8418400205671788, "decode.d0.loss_cls": 1.902567195892334, "decode.d0.loss_mask": 0.6004373118281364, "decode.d0.loss_dice": 1.0192358568310738, "decode.d1.loss_cls": 0.7440525306388736, "decode.d1.loss_mask": 0.5562027141451835, "decode.d1.loss_dice": 0.9121592655777931, "decode.d2.loss_cls": 0.502160638011992, "decode.d2.loss_mask": 0.5868729695677757, "decode.d2.loss_dice": 0.8689518436789513, "decode.d3.loss_cls": 0.4548759026452899, "decode.d3.loss_mask": 0.5881040424108506, "decode.d3.loss_dice": 0.8615305736660958, "decode.d4.loss_cls": 0.5349774359259755, "decode.d4.loss_mask": 0.5803894102573395, "decode.d4.loss_dice": 0.8398274555802345, "decode.d5.loss_cls": 0.4627924682572484, "decode.d5.loss_mask": 0.5780070453882218, "decode.d5.loss_dice": 0.826308599114418, "decode.d6.loss_cls": 0.4255377491470426, "decode.d6.loss_mask": 0.5678001880645752, "decode.d6.loss_dice": 0.8299751155078411, "decode.d7.loss_cls": 0.3907476629596204, "decode.d7.loss_mask": 0.570839150249958, "decode.d7.loss_dice": 0.8322061069309712, "decode.d8.loss_cls": 0.41675760531798006, "decode.d8.loss_mask": 0.5666257873177528, "decode.d8.loss_dice": 0.8362344101071357, "time": 0.5349504232406617, "memory": 7195, "step": 111350}
{"lr": 3.4218983224165812e-06, "data_time": 0.009744906425476074, "grad_norm": 97.6007064819336, "loss": 29.793499374389647, "decode.loss_cls": 0.6410004705190658, "decode.loss_mask": 0.7411029905080795, "decode.loss_dice": 1.2693794518709183, "decode.d0.loss_cls": 2.44186247587204, "decode.d0.loss_mask": 0.802703931927681, "decode.d0.loss_dice": 1.5057899177074432, "decode.d1.loss_cls": 0.8530179291963578, "decode.d1.loss_mask": 0.8136074781417847, "decode.d1.loss_dice": 1.4505641400814056, "decode.d2.loss_cls": 0.8016036242246628, "decode.d2.loss_mask": 0.7782701581716538, "decode.d2.loss_dice": 1.360581821203232, "decode.d3.loss_cls": 0.7079754710197449, "decode.d3.loss_mask": 0.7560533612966538, "decode.d3.loss_dice": 1.3217605829238892, "decode.d4.loss_cls": 0.6955747753381729, "decode.d4.loss_mask": 0.7596303403377533, "decode.d4.loss_dice": 1.3468339383602141, "decode.d5.loss_cls": 0.7059549033641815, "decode.d5.loss_mask": 0.7541791081428528, "decode.d5.loss_dice": 1.272951251268387, "decode.d6.loss_cls": 0.6809122145175934, "decode.d6.loss_mask": 0.7613004505634308, "decode.d6.loss_dice": 1.2607821464538573, "decode.d7.loss_cls": 0.6400469481945038, "decode.d7.loss_mask": 0.750644913315773, "decode.d7.loss_dice": 1.275381088256836, "decode.d8.loss_cls": 0.6291989922523499, "decode.d8.loss_mask": 0.751808476448059, "decode.d8.loss_dice": 1.2630255669355392, "time": 0.5335252285003662, "memory": 7260, "step": 111400}
{"lr": 3.4187297349976655e-06, "data_time": 0.009827113151550293, "grad_norm": 80.65483932495117, "loss": 25.667106914520264, "decode.loss_cls": 0.4367211952805519, "decode.loss_mask": 0.6452203959226608, "decode.loss_dice": 1.2214141845703126, "decode.d0.loss_cls": 2.205317199230194, "decode.d0.loss_mask": 0.7541149884462357, "decode.d0.loss_dice": 1.478081214427948, "decode.d1.loss_cls": 0.7087516590952874, "decode.d1.loss_mask": 0.7127021968364715, "decode.d1.loss_dice": 1.293165135383606, "decode.d2.loss_cls": 0.6113469928503037, "decode.d2.loss_mask": 0.68031065762043, "decode.d2.loss_dice": 1.266642579436302, "decode.d3.loss_cls": 0.47763763964176176, "decode.d3.loss_mask": 0.6698251396417618, "decode.d3.loss_dice": 1.2259153604507447, "decode.d4.loss_cls": 0.4719599798321724, "decode.d4.loss_mask": 0.6435469299554825, "decode.d4.loss_dice": 1.1742922365665436, "decode.d5.loss_cls": 0.457151997089386, "decode.d5.loss_mask": 0.6395428210496903, "decode.d5.loss_dice": 1.1941866606473923, "decode.d6.loss_cls": 0.4171002730727196, "decode.d6.loss_mask": 0.6450798869132995, "decode.d6.loss_dice": 1.1791297376155854, "decode.d7.loss_cls": 0.3854811772704124, "decode.d7.loss_mask": 0.646980556845665, "decode.d7.loss_dice": 1.1932116270065307, "decode.d8.loss_cls": 0.4175759106874466, "decode.d8.loss_mask": 0.6392015010118485, "decode.d8.loss_dice": 1.1754995584487915, "time": 0.5341000556945801, "memory": 7277, "step": 111450}
{"lr": 3.4155608212398027e-06, "data_time": 0.009834837913513184, "grad_norm": 84.25345268249512, "loss": 22.390166568756104, "decode.loss_cls": 0.4572180859744549, "decode.loss_mask": 0.5911088913679123, "decode.loss_dice": 0.9109072208404541, "decode.d0.loss_cls": 2.044809889793396, "decode.d0.loss_mask": 0.6728739798069, "decode.d0.loss_dice": 1.049069082736969, "decode.d1.loss_cls": 0.68904649913311, "decode.d1.loss_mask": 0.6054783225059509, "decode.d1.loss_dice": 0.9978780448436737, "decode.d2.loss_cls": 0.6171835348010063, "decode.d2.loss_mask": 0.5814211517572403, "decode.d2.loss_dice": 0.9599368214607239, "decode.d3.loss_cls": 0.5494547426700592, "decode.d3.loss_mask": 0.5966601371765137, "decode.d3.loss_dice": 0.9544831871986389, "decode.d4.loss_cls": 0.5768236264586448, "decode.d4.loss_mask": 0.5911911815404892, "decode.d4.loss_dice": 0.9311425149440765, "decode.d5.loss_cls": 0.5496613413095475, "decode.d5.loss_mask": 0.574025371670723, "decode.d5.loss_dice": 0.9199480593204499, "decode.d6.loss_cls": 0.45261738300323484, "decode.d6.loss_mask": 0.5960956871509552, "decode.d6.loss_dice": 0.9285232365131378, "decode.d7.loss_cls": 0.4820790834724903, "decode.d7.loss_mask": 0.5986102610826493, "decode.d7.loss_dice": 0.9238905847072602, "decode.d8.loss_cls": 0.4727608323097229, "decode.d8.loss_mask": 0.5902745068073273, "decode.d8.loss_dice": 0.9249926388263703, "time": 0.5573908805847168, "memory": 7193, "step": 111500}
{"lr": 3.412391580772897e-06, "data_time": 0.009644484519958496, "grad_norm": 72.48249015808105, "loss": 27.723064136505126, "decode.loss_cls": 0.5285255156457425, "decode.loss_mask": 0.6252345472574234, "decode.loss_dice": 1.2882850140333175, "decode.d0.loss_cls": 2.323054647445679, "decode.d0.loss_mask": 0.6898075565695763, "decode.d0.loss_dice": 1.5480664312839507, "decode.d1.loss_cls": 0.7084447003901004, "decode.d1.loss_mask": 0.6900324523448944, "decode.d1.loss_dice": 1.4692451655864716, "decode.d2.loss_cls": 0.6285202398896217, "decode.d2.loss_mask": 0.6470008224248887, "decode.d2.loss_dice": 1.3940695524215698, "decode.d3.loss_cls": 0.6405025765299797, "decode.d3.loss_mask": 0.6414729058742523, "decode.d3.loss_dice": 1.3644956052303314, "decode.d4.loss_cls": 0.571363990008831, "decode.d4.loss_mask": 0.6506978496909142, "decode.d4.loss_dice": 1.3864844679832458, "decode.d5.loss_cls": 0.6017100989818573, "decode.d5.loss_mask": 0.6395919337868691, "decode.d5.loss_dice": 1.3344945102930068, "decode.d6.loss_cls": 0.4503554031252861, "decode.d6.loss_mask": 0.6336037158966065, "decode.d6.loss_dice": 1.3464089632034302, "decode.d7.loss_cls": 0.4886540472507477, "decode.d7.loss_mask": 0.6382243260741234, "decode.d7.loss_dice": 1.3177053213119507, "decode.d8.loss_cls": 0.5094742253422737, "decode.d8.loss_mask": 0.632494805753231, "decode.d8.loss_dice": 1.335044291615486, "time": 0.5319213151931763, "memory": 7300, "step": 111550}
{"lr": 3.4092220132260532e-06, "data_time": 0.009651827812194824, "grad_norm": 84.21676139831543, "loss": 18.926400184631348, "decode.loss_cls": 0.4749752700328827, "decode.loss_mask": 0.4983633518218994, "decode.loss_dice": 0.693499144911766, "decode.d0.loss_cls": 1.8133162021636964, "decode.d0.loss_mask": 0.5524489343166351, "decode.d0.loss_dice": 0.8648512184619903, "decode.d1.loss_cls": 0.6867444172501564, "decode.d1.loss_mask": 0.5449046075344086, "decode.d1.loss_dice": 0.7940625280141831, "decode.d2.loss_cls": 0.6185719117522239, "decode.d2.loss_mask": 0.5059770613908767, "decode.d2.loss_dice": 0.7238827288150788, "decode.d3.loss_cls": 0.5413323044776917, "decode.d3.loss_mask": 0.5026537358760834, "decode.d3.loss_dice": 0.6950669556856155, "decode.d4.loss_cls": 0.5234798684716224, "decode.d4.loss_mask": 0.484701943397522, "decode.d4.loss_dice": 0.6856867074966431, "decode.d5.loss_cls": 0.4969626933336258, "decode.d5.loss_mask": 0.5083175584673881, "decode.d5.loss_dice": 0.688061410188675, "decode.d6.loss_cls": 0.5056769132614136, "decode.d6.loss_mask": 0.5114762157201767, "decode.d6.loss_dice": 0.6688193798065185, "decode.d7.loss_cls": 0.4770161405205727, "decode.d7.loss_mask": 0.5054706513881684, "decode.d7.loss_dice": 0.6795318067073822, "decode.d8.loss_cls": 0.48248723745346067, "decode.d8.loss_mask": 0.5086046814918518, "decode.d8.loss_dice": 0.6894563466310502, "time": 0.5342801094055176, "memory": 7262, "step": 111600}
{"lr": 3.4060521182275694e-06, "data_time": 0.00935225486755371, "grad_norm": 85.02076034545898, "loss": 23.119195556640626, "decode.loss_cls": 0.4366117000579834, "decode.loss_mask": 0.6425895512104034, "decode.loss_dice": 1.0006059527397155, "decode.d0.loss_cls": 2.139868140220642, "decode.d0.loss_mask": 0.7084922850131988, "decode.d0.loss_dice": 1.1215559482574462, "decode.d1.loss_cls": 0.5991729259490967, "decode.d1.loss_mask": 0.6481301635503769, "decode.d1.loss_dice": 1.0388027817010879, "decode.d2.loss_cls": 0.5086246006190777, "decode.d2.loss_mask": 0.6419783353805542, "decode.d2.loss_dice": 1.0505401730537414, "decode.d3.loss_cls": 0.4991863265633583, "decode.d3.loss_mask": 0.6344886213541031, "decode.d3.loss_dice": 1.0047457218170166, "decode.d4.loss_cls": 0.44028795287013056, "decode.d4.loss_mask": 0.6364938586950302, "decode.d4.loss_dice": 1.01451136469841, "decode.d5.loss_cls": 0.42642741948366164, "decode.d5.loss_mask": 0.6489690124988556, "decode.d5.loss_dice": 1.0091692328453064, "decode.d6.loss_cls": 0.4507704503834248, "decode.d6.loss_mask": 0.643134143948555, "decode.d6.loss_dice": 1.01234712600708, "decode.d7.loss_cls": 0.4460976473987103, "decode.d7.loss_mask": 0.6282790690660477, "decode.d7.loss_dice": 0.9823676645755768, "decode.d8.loss_cls": 0.48343222588300705, "decode.d8.loss_mask": 0.625815337896347, "decode.d8.loss_dice": 0.9956981837749481, "time": 0.5313331365585328, "memory": 7205, "step": 111650}
{"lr": 3.402881895404943e-06, "data_time": 0.009273648262023926, "grad_norm": 90.69079818725587, "loss": 28.129579925537108, "decode.loss_cls": 0.6270518451929092, "decode.loss_mask": 0.7406102597713471, "decode.loss_dice": 1.1432132005691529, "decode.d0.loss_cls": 2.3438797116279604, "decode.d0.loss_mask": 0.8252418875694275, "decode.d0.loss_dice": 1.4178059577941895, "decode.d1.loss_cls": 0.7941604167222976, "decode.d1.loss_mask": 0.7759744375944138, "decode.d1.loss_dice": 1.2662329077720642, "decode.d2.loss_cls": 0.6786813274025917, "decode.d2.loss_mask": 0.7882989436388016, "decode.d2.loss_dice": 1.2212781727313995, "decode.d3.loss_cls": 0.624510508775711, "decode.d3.loss_mask": 0.7694333344697952, "decode.d3.loss_dice": 1.1809065461158752, "decode.d4.loss_cls": 0.6621354073286057, "decode.d4.loss_mask": 0.7721206575632096, "decode.d4.loss_dice": 1.1871913552284241, "decode.d5.loss_cls": 0.6860857725143432, "decode.d5.loss_mask": 0.7535469233989716, "decode.d5.loss_dice": 1.182950073480606, "decode.d6.loss_cls": 0.7050244688987732, "decode.d6.loss_mask": 0.7453346431255341, "decode.d6.loss_dice": 1.1518909573554992, "decode.d7.loss_cls": 0.6819206774234772, "decode.d7.loss_mask": 0.7418697714805603, "decode.d7.loss_dice": 1.1349358320236207, "decode.d8.loss_cls": 0.6246808737516403, "decode.d8.loss_mask": 0.7488836824893952, "decode.d8.loss_dice": 1.1537295162677765, "time": 0.5585236310958862, "memory": 7243, "step": 111700}
{"lr": 3.3997113443848497e-06, "data_time": 0.009298038482666016, "grad_norm": 78.07359733581544, "loss": 20.60346612930298, "decode.loss_cls": 0.5088197469711304, "decode.loss_mask": 0.47234865725040437, "decode.loss_dice": 0.7801594734191895, "decode.d0.loss_cls": 2.3210483312606813, "decode.d0.loss_mask": 0.5766322135925293, "decode.d0.loss_dice": 0.9892587959766388, "decode.d1.loss_cls": 0.7459989875555039, "decode.d1.loss_mask": 0.5322109282016754, "decode.d1.loss_dice": 0.8599888682365417, "decode.d2.loss_cls": 0.7028948068618774, "decode.d2.loss_mask": 0.4957163095474243, "decode.d2.loss_dice": 0.8022498846054077, "decode.d3.loss_cls": 0.5551288768649101, "decode.d3.loss_mask": 0.48949683010578154, "decode.d3.loss_dice": 0.7926394283771515, "decode.d4.loss_cls": 0.5778344944119453, "decode.d4.loss_mask": 0.49146617352962496, "decode.d4.loss_dice": 0.809024378657341, "decode.d5.loss_cls": 0.5361955851316452, "decode.d5.loss_mask": 0.47595831006765366, "decode.d5.loss_dice": 0.7831398248672485, "decode.d6.loss_cls": 0.5509991645812988, "decode.d6.loss_mask": 0.4767522692680359, "decode.d6.loss_dice": 0.765321746468544, "decode.d7.loss_cls": 0.5235304027795792, "decode.d7.loss_mask": 0.47104705572128297, "decode.d7.loss_dice": 0.7653183758258819, "decode.d8.loss_cls": 0.5055833145976066, "decode.d8.loss_mask": 0.47628447860479356, "decode.d8.loss_dice": 0.7704186171293259, "time": 0.5580536603927613, "memory": 7248, "step": 111750}
{"lr": 3.396540464793162e-06, "data_time": 0.009154081344604492, "grad_norm": 90.61866912841796, "loss": 26.10140495300293, "decode.loss_cls": 0.5069493308663369, "decode.loss_mask": 0.7161329582333564, "decode.loss_dice": 1.1396529018878936, "decode.d0.loss_cls": 2.099055564403534, "decode.d0.loss_mask": 0.7661370396614074, "decode.d0.loss_dice": 1.2966360002756119, "decode.d1.loss_cls": 0.7547564879059792, "decode.d1.loss_mask": 0.7409589499235153, "decode.d1.loss_dice": 1.2096760466694831, "decode.d2.loss_cls": 0.6536056019365788, "decode.d2.loss_mask": 0.7313146218657494, "decode.d2.loss_dice": 1.1756424441933633, "decode.d3.loss_cls": 0.6070416145026684, "decode.d3.loss_mask": 0.7111733555793762, "decode.d3.loss_dice": 1.1209952026605605, "decode.d4.loss_cls": 0.5710749007761479, "decode.d4.loss_mask": 0.6770920112729073, "decode.d4.loss_dice": 1.1465500220656395, "decode.d5.loss_cls": 0.5450670525431633, "decode.d5.loss_mask": 0.6895421132445335, "decode.d5.loss_dice": 1.1632375463843345, "decode.d6.loss_cls": 0.5685431107878685, "decode.d6.loss_mask": 0.67983029037714, "decode.d6.loss_dice": 1.1319635078310966, "decode.d7.loss_cls": 0.5003146447241307, "decode.d7.loss_mask": 0.6753282949328423, "decode.d7.loss_dice": 1.1669809073209763, "decode.d8.loss_cls": 0.5179087594151497, "decode.d8.loss_mask": 0.6934210687875748, "decode.d8.loss_dice": 1.1448232680559158, "time": 0.531658387184143, "memory": 7210, "step": 111800}
{"lr": 3.393369256254931e-06, "data_time": 0.00946502685546875, "grad_norm": 81.91921424865723, "loss": 22.94616570472717, "decode.loss_cls": 0.5509834006428719, "decode.loss_mask": 0.5831895843148232, "decode.loss_dice": 0.8855396389961243, "decode.d0.loss_cls": 1.9924829065799714, "decode.d0.loss_mask": 0.6523399829864502, "decode.d0.loss_dice": 1.0866914629936217, "decode.d1.loss_cls": 0.8190667241811752, "decode.d1.loss_mask": 0.6385325431823731, "decode.d1.loss_dice": 0.9999488770961762, "decode.d2.loss_cls": 0.7437853425741195, "decode.d2.loss_mask": 0.6336794763803482, "decode.d2.loss_dice": 0.9458568647503853, "decode.d3.loss_cls": 0.6261274367570877, "decode.d3.loss_mask": 0.6219778805971146, "decode.d3.loss_dice": 0.9207018807530403, "decode.d4.loss_cls": 0.5767682462930679, "decode.d4.loss_mask": 0.6071657598018646, "decode.d4.loss_dice": 0.8944599390029907, "decode.d5.loss_cls": 0.5884948819875717, "decode.d5.loss_mask": 0.6011942088603973, "decode.d5.loss_dice": 0.8930075481534004, "decode.d6.loss_cls": 0.5691445901989937, "decode.d6.loss_mask": 0.5872098922729492, "decode.d6.loss_dice": 0.87570810765028, "decode.d7.loss_cls": 0.5549203932285309, "decode.d7.loss_mask": 0.5789225101470947, "decode.d7.loss_dice": 0.8629068106412887, "decode.d8.loss_cls": 0.5561941534280777, "decode.d8.loss_mask": 0.5815800487995147, "decode.d8.loss_dice": 0.9175851106643677, "time": 0.5322579145431519, "memory": 7204, "step": 111850}
{"lr": 3.390197718394394e-06, "data_time": 0.009326028823852538, "grad_norm": 80.08705444335938, "loss": 16.75044298171997, "decode.loss_cls": 0.36321390978991985, "decode.loss_mask": 0.47250268906354903, "decode.loss_dice": 0.6263276383280754, "decode.d0.loss_cls": 1.8851541101932525, "decode.d0.loss_mask": 0.512133800983429, "decode.d0.loss_dice": 0.713148233294487, "decode.d1.loss_cls": 0.565518868714571, "decode.d1.loss_mask": 0.4914287894964218, "decode.d1.loss_dice": 0.6785149067640305, "decode.d2.loss_cls": 0.4247353743761778, "decode.d2.loss_mask": 0.46632269620895384, "decode.d2.loss_dice": 0.6522425293922425, "decode.d3.loss_cls": 0.3967878337949514, "decode.d3.loss_mask": 0.46960748434066774, "decode.d3.loss_dice": 0.6325434237718582, "decode.d4.loss_cls": 0.37994519639760255, "decode.d4.loss_mask": 0.47002638280391695, "decode.d4.loss_dice": 0.6242017537355423, "decode.d5.loss_cls": 0.4074537405744195, "decode.d5.loss_mask": 0.4712456434965134, "decode.d5.loss_dice": 0.6083418279886246, "decode.d6.loss_cls": 0.39993859343230725, "decode.d6.loss_mask": 0.4712481439113617, "decode.d6.loss_dice": 0.6241207331418991, "decode.d7.loss_cls": 0.37438604421913624, "decode.d7.loss_mask": 0.47043033838272097, "decode.d7.loss_dice": 0.6299075692892074, "decode.d8.loss_cls": 0.36041994355618956, "decode.d8.loss_mask": 0.47184941470623015, "decode.d8.loss_dice": 0.6367455765604972, "time": 0.5340899705886841, "memory": 7235, "step": 111900}
{"lr": 3.3870258508349702e-06, "data_time": 0.00939614772796631, "grad_norm": 80.5603858947754, "loss": 20.826494884490966, "decode.loss_cls": 0.4606280863285065, "decode.loss_mask": 0.5786793068051338, "decode.loss_dice": 0.7800587862730026, "decode.d0.loss_cls": 1.979663324356079, "decode.d0.loss_mask": 0.6607050791382789, "decode.d0.loss_dice": 1.0307866513729096, "decode.d1.loss_cls": 0.6521314740180969, "decode.d1.loss_mask": 0.6277784585952759, "decode.d1.loss_dice": 0.8656432658433915, "decode.d2.loss_cls": 0.5550318203866482, "decode.d2.loss_mask": 0.6179014936089515, "decode.d2.loss_dice": 0.8319602966308594, "decode.d3.loss_cls": 0.5600624948740005, "decode.d3.loss_mask": 0.5951750487089157, "decode.d3.loss_dice": 0.7975411027669906, "decode.d4.loss_cls": 0.44977767020463943, "decode.d4.loss_mask": 0.6120601043105125, "decode.d4.loss_dice": 0.8017626568675041, "decode.d5.loss_cls": 0.4459300175309181, "decode.d5.loss_mask": 0.6023195028305054, "decode.d5.loss_dice": 0.8024187743663788, "decode.d6.loss_cls": 0.44953742921352385, "decode.d6.loss_mask": 0.5769366845488548, "decode.d6.loss_dice": 0.8224067956209182, "decode.d7.loss_cls": 0.46797601878643036, "decode.d7.loss_mask": 0.5603691607713699, "decode.d7.loss_dice": 0.7820642158389092, "decode.d8.loss_cls": 0.4649046450853348, "decode.d8.loss_mask": 0.571463905274868, "decode.d8.loss_dice": 0.8228215053677559, "time": 0.5588257074356079, "memory": 7229, "step": 111950}
{"lr": 3.383853653199251e-06, "data_time": 0.00950019359588623, "grad_norm": 86.19575424194336, "loss": 23.632068252563478, "decode.loss_cls": 0.5043158567510545, "decode.loss_mask": 0.6706187084317208, "decode.loss_dice": 0.8905966877937317, "decode.d0.loss_cls": 2.4105293989181518, "decode.d0.loss_mask": 0.7459900483489037, "decode.d0.loss_dice": 1.0779401659965515, "decode.d1.loss_cls": 0.740345710515976, "decode.d1.loss_mask": 0.6929810315370559, "decode.d1.loss_dice": 0.9522910088300705, "decode.d2.loss_cls": 0.5812000826001167, "decode.d2.loss_mask": 0.6866347670555115, "decode.d2.loss_dice": 0.9354956418275833, "decode.d3.loss_cls": 0.6132381904870272, "decode.d3.loss_mask": 0.6763926982879639, "decode.d3.loss_dice": 0.883822962641716, "decode.d4.loss_cls": 0.5602629683911801, "decode.d4.loss_mask": 0.6799184709787369, "decode.d4.loss_dice": 0.9001450836658478, "decode.d5.loss_cls": 0.571816748008132, "decode.d5.loss_mask": 0.6779175698757172, "decode.d5.loss_dice": 0.8787364006042481, "decode.d6.loss_cls": 0.5544234268367291, "decode.d6.loss_mask": 0.6857850685715675, "decode.d6.loss_dice": 0.8784527838230133, "decode.d7.loss_cls": 0.5680060767568648, "decode.d7.loss_mask": 0.6679879546165466, "decode.d7.loss_dice": 0.8587290108203888, "decode.d8.loss_cls": 0.5252645414322614, "decode.d8.loss_mask": 0.6653449684381485, "decode.d8.loss_dice": 0.8968832612037658, "time": 0.5344082117080688, "memory": 7233, "step": 112000}
{"lr": 3.380681125109003e-06, "data_time": 0.009392046928405761, "grad_norm": 85.96078796386719, "loss": 20.792570304870605, "decode.loss_cls": 0.3655503511428833, "decode.loss_mask": 0.6177739471197128, "decode.loss_dice": 0.8691028922796249, "decode.d0.loss_cls": 2.0155561804771422, "decode.d0.loss_mask": 0.6882067084312439, "decode.d0.loss_dice": 0.9434770971536637, "decode.d1.loss_cls": 0.4576739311218262, "decode.d1.loss_mask": 0.6352243155241013, "decode.d1.loss_dice": 0.9151909351348877, "decode.d2.loss_cls": 0.47764784246683123, "decode.d2.loss_mask": 0.6257522284984589, "decode.d2.loss_dice": 0.8851569473743439, "decode.d3.loss_cls": 0.473367877304554, "decode.d3.loss_mask": 0.6229711145162582, "decode.d3.loss_dice": 0.8694615244865418, "decode.d4.loss_cls": 0.4124961316585541, "decode.d4.loss_mask": 0.6193275660276413, "decode.d4.loss_dice": 0.851429745554924, "decode.d5.loss_cls": 0.42219662964344024, "decode.d5.loss_mask": 0.6224008440971375, "decode.d5.loss_dice": 0.8486051380634307, "decode.d6.loss_cls": 0.40880819112062455, "decode.d6.loss_mask": 0.6222903460264206, "decode.d6.loss_dice": 0.8366314738988876, "decode.d7.loss_cls": 0.4042494878172874, "decode.d7.loss_mask": 0.6148840993642807, "decode.d7.loss_dice": 0.8566429078578949, "decode.d8.loss_cls": 0.34942385405302046, "decode.d8.loss_mask": 0.6130633652210236, "decode.d8.loss_dice": 0.8480070441961288, "time": 0.5563007354736328, "memory": 7206, "step": 112050}
{"lr": 3.377508266185169e-06, "data_time": 0.00940563678741455, "grad_norm": 84.82367477416992, "loss": 19.313613653182983, "decode.loss_cls": 0.3203448448330164, "decode.loss_mask": 0.5154361955821514, "decode.loss_dice": 0.8169305801391602, "decode.d0.loss_cls": 1.9721794605255127, "decode.d0.loss_mask": 0.5939372956752778, "decode.d0.loss_dice": 0.9839410722255707, "decode.d1.loss_cls": 0.5618467129766941, "decode.d1.loss_mask": 0.549077396094799, "decode.d1.loss_dice": 0.9229396611452103, "decode.d2.loss_cls": 0.4716325860470533, "decode.d2.loss_mask": 0.5360447481274605, "decode.d2.loss_dice": 0.8405407443642616, "decode.d3.loss_cls": 0.4107015635818243, "decode.d3.loss_mask": 0.5432633735239506, "decode.d3.loss_dice": 0.838060998916626, "decode.d4.loss_cls": 0.37340639494359495, "decode.d4.loss_mask": 0.5296819463372231, "decode.d4.loss_dice": 0.8473085477948189, "decode.d5.loss_cls": 0.33060828149318694, "decode.d5.loss_mask": 0.5323221705853939, "decode.d5.loss_dice": 0.8146269798278809, "decode.d6.loss_cls": 0.3349817119538784, "decode.d6.loss_mask": 0.5332543566823006, "decode.d6.loss_dice": 0.8112434029579163, "decode.d7.loss_cls": 0.3177735131233931, "decode.d7.loss_mask": 0.522239924967289, "decode.d7.loss_dice": 0.8075602158904076, "decode.d8.loss_cls": 0.34783704318106173, "decode.d8.loss_mask": 0.5203785665333271, "decode.d8.loss_dice": 0.8135132238268852, "time": 0.5367253065109253, "memory": 7205, "step": 112100}
{"lr": 3.374335076047855e-06, "data_time": 0.009457159042358398, "grad_norm": 95.14347534179687, "loss": 17.471678686141967, "decode.loss_cls": 0.4591535687446594, "decode.loss_mask": 0.4824006885290146, "decode.loss_dice": 0.6076406821608543, "decode.d0.loss_cls": 1.9867115497589112, "decode.d0.loss_mask": 0.546619325876236, "decode.d0.loss_dice": 0.6964463382959366, "decode.d1.loss_cls": 0.502210707962513, "decode.d1.loss_mask": 0.5277936786413193, "decode.d1.loss_dice": 0.6390262827277183, "decode.d2.loss_cls": 0.4440559081733227, "decode.d2.loss_mask": 0.539435887336731, "decode.d2.loss_dice": 0.6453291416168213, "decode.d3.loss_cls": 0.4683421991765499, "decode.d3.loss_mask": 0.5056094259023667, "decode.d3.loss_dice": 0.607862015068531, "decode.d4.loss_cls": 0.44781226143240926, "decode.d4.loss_mask": 0.5218731328845024, "decode.d4.loss_dice": 0.625857301056385, "decode.d5.loss_cls": 0.3921185523271561, "decode.d5.loss_mask": 0.5283785298466682, "decode.d5.loss_dice": 0.6303383573889733, "decode.d6.loss_cls": 0.378349007666111, "decode.d6.loss_mask": 0.5428249627351761, "decode.d6.loss_dice": 0.6251249730587005, "decode.d7.loss_cls": 0.4587202496826649, "decode.d7.loss_mask": 0.5010358840227127, "decode.d7.loss_dice": 0.6142415061593056, "decode.d8.loss_cls": 0.4184222050011158, "decode.d8.loss_mask": 0.5078405201435089, "decode.d8.loss_dice": 0.6201036214828491, "time": 0.5610629320144653, "memory": 7233, "step": 112150}
{"lr": 3.3711615543163394e-06, "data_time": 0.00947120189666748, "grad_norm": 98.88580932617188, "loss": 21.320409202575682, "decode.loss_cls": 0.34916701540350914, "decode.loss_mask": 0.5452150702476501, "decode.loss_dice": 1.0039549469947815, "decode.d0.loss_cls": 1.9660807847976685, "decode.d0.loss_mask": 0.593243059515953, "decode.d0.loss_dice": 1.1446181535720825, "decode.d1.loss_cls": 0.5469962745904923, "decode.d1.loss_mask": 0.5559933394193649, "decode.d1.loss_dice": 1.0695549696683884, "decode.d2.loss_cls": 0.48953572884202, "decode.d2.loss_mask": 0.5622417777776718, "decode.d2.loss_dice": 1.0436208486557006, "decode.d3.loss_cls": 0.40226898305118086, "decode.d3.loss_mask": 0.5556375950574874, "decode.d3.loss_dice": 1.032141488790512, "decode.d4.loss_cls": 0.36698685772717, "decode.d4.loss_mask": 0.5489425182342529, "decode.d4.loss_dice": 1.0109230279922485, "decode.d5.loss_cls": 0.3554177898913622, "decode.d5.loss_mask": 0.5524921476840973, "decode.d5.loss_dice": 0.9909518510103226, "decode.d6.loss_cls": 0.37004734538495543, "decode.d6.loss_mask": 0.5327999770641327, "decode.d6.loss_dice": 0.9813701093196869, "decode.d7.loss_cls": 0.3374333832412958, "decode.d7.loss_mask": 0.5380457729101181, "decode.d7.loss_dice": 0.9825218975543976, "decode.d8.loss_cls": 0.3609881464391947, "decode.d8.loss_mask": 0.5343058943748474, "decode.d8.loss_dice": 0.9969120621681213, "time": 0.5327214241027832, "memory": 7242, "step": 112200}
{"lr": 3.367987700609057e-06, "data_time": 0.009517931938171386, "grad_norm": 83.33556365966797, "loss": 20.041619777679443, "decode.loss_cls": 0.48122895136475563, "decode.loss_mask": 0.5305054187774658, "decode.loss_dice": 0.741527858376503, "decode.d0.loss_cls": 1.9729641735553742, "decode.d0.loss_mask": 0.6217141762375832, "decode.d0.loss_dice": 0.8620372250676155, "decode.d1.loss_cls": 0.5511636652052403, "decode.d1.loss_mask": 0.5853001534938812, "decode.d1.loss_dice": 0.8150947228074074, "decode.d2.loss_cls": 0.4985621146857738, "decode.d2.loss_mask": 0.6049760997295379, "decode.d2.loss_dice": 0.8196843862533569, "decode.d3.loss_cls": 0.4897008277475834, "decode.d3.loss_mask": 0.5780164450407028, "decode.d3.loss_dice": 0.7798511505126953, "decode.d4.loss_cls": 0.5312631696462631, "decode.d4.loss_mask": 0.560654017329216, "decode.d4.loss_dice": 0.7811935663223266, "decode.d5.loss_cls": 0.5567607901990413, "decode.d5.loss_mask": 0.5249627709388733, "decode.d5.loss_dice": 0.7871760636568069, "decode.d6.loss_cls": 0.5125473514199257, "decode.d6.loss_mask": 0.5442759364843368, "decode.d6.loss_dice": 0.7593062430620193, "decode.d7.loss_cls": 0.4822112753987312, "decode.d7.loss_mask": 0.5414449810981751, "decode.d7.loss_dice": 0.7634843334555625, "decode.d8.loss_cls": 0.44166886135935784, "decode.d8.loss_mask": 0.546968050301075, "decode.d8.loss_dice": 0.775375060737133, "time": 0.5360954523086547, "memory": 7227, "step": 112250}
{"lr": 3.364813514543607e-06, "data_time": 0.00924234390258789, "grad_norm": 89.77303009033203, "loss": 21.052147006988527, "decode.loss_cls": 0.45227426327764986, "decode.loss_mask": 0.5181885361671448, "decode.loss_dice": 0.8488174378871918, "decode.d0.loss_cls": 2.3810842514038084, "decode.d0.loss_mask": 0.5957970976829529, "decode.d0.loss_dice": 1.0674211621284484, "decode.d1.loss_cls": 0.6113955602049828, "decode.d1.loss_mask": 0.5633717209100724, "decode.d1.loss_dice": 0.9838858246803284, "decode.d2.loss_cls": 0.4867803409695625, "decode.d2.loss_mask": 0.540159621834755, "decode.d2.loss_dice": 0.9081106185913086, "decode.d3.loss_cls": 0.5102051734924317, "decode.d3.loss_mask": 0.5572268575429916, "decode.d3.loss_dice": 0.86802279651165, "decode.d4.loss_cls": 0.4757338136434555, "decode.d4.loss_mask": 0.544201672077179, "decode.d4.loss_dice": 0.8820270389318466, "decode.d5.loss_cls": 0.4428825113922358, "decode.d5.loss_mask": 0.5378051668405532, "decode.d5.loss_dice": 0.8711985915899276, "decode.d6.loss_cls": 0.4002576142549515, "decode.d6.loss_mask": 0.5403955727815628, "decode.d6.loss_dice": 0.8429498583078384, "decode.d7.loss_cls": 0.4808216881006956, "decode.d7.loss_mask": 0.5207300424575806, "decode.d7.loss_dice": 0.8510160356760025, "decode.d8.loss_cls": 0.3634950488805771, "decode.d8.loss_mask": 0.5365561187267304, "decode.d8.loss_dice": 0.8693354308605195, "time": 0.5331087350845337, "memory": 7231, "step": 112300}
{"lr": 3.361638995736749e-06, "data_time": 0.009447789192199707, "grad_norm": 86.85368576049805, "loss": 19.598151016235352, "decode.loss_cls": 0.22790301814675332, "decode.loss_mask": 0.6562659233808518, "decode.loss_dice": 0.7924126952886581, "decode.d0.loss_cls": 2.171342611312866, "decode.d0.loss_mask": 0.781250336766243, "decode.d0.loss_dice": 0.8980730295181274, "decode.d1.loss_cls": 0.39965896159410474, "decode.d1.loss_mask": 0.712217167019844, "decode.d1.loss_dice": 0.8527798026800155, "decode.d2.loss_cls": 0.3530116379261017, "decode.d2.loss_mask": 0.6730718165636063, "decode.d2.loss_dice": 0.8158090472221374, "decode.d3.loss_cls": 0.31250112801790236, "decode.d3.loss_mask": 0.6628002107143403, "decode.d3.loss_dice": 0.8080591082572937, "decode.d4.loss_cls": 0.24152338206768037, "decode.d4.loss_mask": 0.6672972470521927, "decode.d4.loss_dice": 0.81289621591568, "decode.d5.loss_cls": 0.2539427921175957, "decode.d5.loss_mask": 0.6581782341003418, "decode.d5.loss_dice": 0.7976862192153931, "decode.d6.loss_cls": 0.24323796406388282, "decode.d6.loss_mask": 0.6623653054237366, "decode.d6.loss_dice": 0.7922977775335311, "decode.d7.loss_cls": 0.22737325355410576, "decode.d7.loss_mask": 0.6601748585700988, "decode.d7.loss_dice": 0.7902032285928726, "decode.d8.loss_cls": 0.21863022297620774, "decode.d8.loss_mask": 0.6637387484312057, "decode.d8.loss_dice": 0.791449224948883, "time": 0.5358048439025879, "memory": 7199, "step": 112350}
{"lr": 3.358464143804393e-06, "data_time": 0.009303927421569824, "grad_norm": 88.24432907104492, "loss": 23.591373777389528, "decode.loss_cls": 0.3745411396026611, "decode.loss_mask": 0.6460191130638122, "decode.loss_dice": 1.1025460168719292, "decode.d0.loss_cls": 2.0634947299957274, "decode.d0.loss_mask": 0.6473534554243088, "decode.d0.loss_dice": 1.2475193411111831, "decode.d1.loss_cls": 0.6187782853841781, "decode.d1.loss_mask": 0.6675510406494141, "decode.d1.loss_dice": 1.1601441711187364, "decode.d2.loss_cls": 0.4514306426048279, "decode.d2.loss_mask": 0.6568086504936218, "decode.d2.loss_dice": 1.1580057442188263, "decode.d3.loss_cls": 0.4490794390439987, "decode.d3.loss_mask": 0.648417991399765, "decode.d3.loss_dice": 1.1073069617152214, "decode.d4.loss_cls": 0.3856304809451103, "decode.d4.loss_mask": 0.6374361783266067, "decode.d4.loss_dice": 1.0915570497512816, "decode.d5.loss_cls": 0.37950721606612203, "decode.d5.loss_mask": 0.6340719789266587, "decode.d5.loss_dice": 1.1006893545389176, "decode.d6.loss_cls": 0.3682460613548756, "decode.d6.loss_mask": 0.6311616450548172, "decode.d6.loss_dice": 1.1214682310819626, "decode.d7.loss_cls": 0.3633848033845425, "decode.d7.loss_mask": 0.6431861728429794, "decode.d7.loss_dice": 1.101191782951355, "decode.d8.loss_cls": 0.37009416744112966, "decode.d8.loss_mask": 0.6410307347774505, "decode.d8.loss_dice": 1.123721118271351, "time": 0.533368444442749, "memory": 7232, "step": 112400}
{"lr": 3.3552889583616054e-06, "data_time": 0.009409689903259277, "grad_norm": 105.9713623046875, "loss": 25.38991837501526, "decode.loss_cls": 0.46908943727612495, "decode.loss_mask": 0.7155029147863388, "decode.loss_dice": 1.0904106035828591, "decode.d0.loss_cls": 1.8566051959991454, "decode.d0.loss_mask": 0.8305568665266037, "decode.d0.loss_dice": 1.2896412700414657, "decode.d1.loss_cls": 0.6700060799717903, "decode.d1.loss_mask": 0.7755121141672134, "decode.d1.loss_dice": 1.1702304050326346, "decode.d2.loss_cls": 0.55864227861166, "decode.d2.loss_mask": 0.7798056736588478, "decode.d2.loss_dice": 1.1683684438467026, "decode.d3.loss_cls": 0.5962782651185989, "decode.d3.loss_mask": 0.7314352974295616, "decode.d3.loss_dice": 1.1331427633762359, "decode.d4.loss_cls": 0.48900952488183974, "decode.d4.loss_mask": 0.7409588873386384, "decode.d4.loss_dice": 1.1530404090881348, "decode.d5.loss_cls": 0.49513513296842576, "decode.d5.loss_mask": 0.7213301360607147, "decode.d5.loss_dice": 1.1149463415145875, "decode.d6.loss_cls": 0.48593263477087023, "decode.d6.loss_mask": 0.7081975564360619, "decode.d6.loss_dice": 1.0923833519220352, "decode.d7.loss_cls": 0.4530637763440609, "decode.d7.loss_mask": 0.717355777323246, "decode.d7.loss_dice": 1.1092880919575692, "decode.d8.loss_cls": 0.438417149335146, "decode.d8.loss_mask": 0.7203228071331977, "decode.d8.loss_dice": 1.1153092309832573, "time": 0.5608102560043335, "memory": 7349, "step": 112450}
{"lr": 3.352113439022607e-06, "data_time": 0.00925605297088623, "grad_norm": 92.99221611022949, "loss": 22.598384857177734, "decode.loss_cls": 0.4207801681011915, "decode.loss_mask": 0.6641407966613769, "decode.loss_dice": 0.8656981080770493, "decode.d0.loss_cls": 2.0404175877571107, "decode.d0.loss_mask": 0.7119466245174408, "decode.d0.loss_dice": 1.0900871723890304, "decode.d1.loss_cls": 0.7215055733919143, "decode.d1.loss_mask": 0.6644286304712296, "decode.d1.loss_dice": 0.946698147058487, "decode.d2.loss_cls": 0.6623914211988449, "decode.d2.loss_mask": 0.6405056983232498, "decode.d2.loss_dice": 0.9177531480789185, "decode.d3.loss_cls": 0.6193982779979705, "decode.d3.loss_mask": 0.6341510504484177, "decode.d3.loss_dice": 0.8707478612661361, "decode.d4.loss_cls": 0.5201986283063889, "decode.d4.loss_mask": 0.6359906047582626, "decode.d4.loss_dice": 0.8827070951461792, "decode.d5.loss_cls": 0.533534511551261, "decode.d5.loss_mask": 0.6311782896518707, "decode.d5.loss_dice": 0.8723354995250702, "decode.d6.loss_cls": 0.46344632729887963, "decode.d6.loss_mask": 0.6701698213815689, "decode.d6.loss_dice": 0.8712386071681977, "decode.d7.loss_cls": 0.46008334383368493, "decode.d7.loss_mask": 0.6666075408458709, "decode.d7.loss_dice": 0.9003180205821991, "decode.d8.loss_cls": 0.4881694816052914, "decode.d8.loss_mask": 0.6522449076175689, "decode.d8.loss_dice": 0.8795124381780625, "time": 0.5621621370315552, "memory": 7253, "step": 112500}
{"lr": 3.348937585400756e-06, "data_time": 0.009317278861999512, "grad_norm": 81.29706115722657, "loss": 25.61355104446411, "decode.loss_cls": 0.4650450170040131, "decode.loss_mask": 0.6891220897436142, "decode.loss_dice": 1.1341474503278732, "decode.d0.loss_cls": 2.1294601559638977, "decode.d0.loss_mask": 0.7775827646255493, "decode.d0.loss_dice": 1.2451497673988343, "decode.d1.loss_cls": 0.7011611044406891, "decode.d1.loss_mask": 0.7239519387483597, "decode.d1.loss_dice": 1.1892329096794128, "decode.d2.loss_cls": 0.6282373443245888, "decode.d2.loss_mask": 0.6840686142444611, "decode.d2.loss_dice": 1.1294107347726823, "decode.d3.loss_cls": 0.610622975230217, "decode.d3.loss_mask": 0.6836652636528016, "decode.d3.loss_dice": 1.1354413628578186, "decode.d4.loss_cls": 0.5413311026990414, "decode.d4.loss_mask": 0.6926421135663986, "decode.d4.loss_dice": 1.147518903017044, "decode.d5.loss_cls": 0.538722961395979, "decode.d5.loss_mask": 0.6900399953126908, "decode.d5.loss_dice": 1.1449655711650848, "decode.d6.loss_cls": 0.5045926079154015, "decode.d6.loss_mask": 0.6923204243183136, "decode.d6.loss_dice": 1.133246088027954, "decode.d7.loss_cls": 0.4981240838766098, "decode.d7.loss_mask": 0.6876534715294838, "decode.d7.loss_dice": 1.133577001094818, "decode.d8.loss_cls": 0.4911075547337532, "decode.d8.loss_mask": 0.6948397219181061, "decode.d8.loss_dice": 1.0965701907873153, "time": 0.5328923463821411, "memory": 7200, "step": 112550}
{"lr": 3.345761397108557e-06, "data_time": 0.009485721588134766, "grad_norm": 84.81310806274413, "loss": 25.752924060821535, "decode.loss_cls": 0.6336604282259941, "decode.loss_mask": 0.5281644642353058, "decode.loss_dice": 1.0680678874254226, "decode.d0.loss_cls": 2.4472323179244997, "decode.d0.loss_mask": 0.6172826603055, "decode.d0.loss_dice": 1.4030364751815796, "decode.d1.loss_cls": 0.8740226566791535, "decode.d1.loss_mask": 0.5837417602539062, "decode.d1.loss_dice": 1.2293933600187301, "decode.d2.loss_cls": 0.7520629316568375, "decode.d2.loss_mask": 0.5569847494363784, "decode.d2.loss_dice": 1.1919922411441803, "decode.d3.loss_cls": 0.7146745532751083, "decode.d3.loss_mask": 0.5426679641008377, "decode.d3.loss_dice": 1.1175353348255157, "decode.d4.loss_cls": 0.6921646416187286, "decode.d4.loss_mask": 0.5414737612009048, "decode.d4.loss_dice": 1.1424945205450059, "decode.d5.loss_cls": 0.6872607499361039, "decode.d5.loss_mask": 0.5418072238564491, "decode.d5.loss_dice": 1.126489159464836, "decode.d6.loss_cls": 0.6617401257157326, "decode.d6.loss_mask": 0.528450284898281, "decode.d6.loss_dice": 1.0791017353534698, "decode.d7.loss_cls": 0.6217015117406846, "decode.d7.loss_mask": 0.5212440997362137, "decode.d7.loss_dice": 1.0829508364200593, "decode.d8.loss_cls": 0.6456210970878601, "decode.d8.loss_mask": 0.5287131488323211, "decode.d8.loss_dice": 1.0911918342113496, "time": 0.5305191993713378, "memory": 7230, "step": 112600}
{"lr": 3.3425848737576626e-06, "data_time": 0.009163737297058105, "grad_norm": 111.73143768310547, "loss": 19.39785099029541, "decode.loss_cls": 0.38350053429603576, "decode.loss_mask": 0.5742448747158051, "decode.loss_dice": 0.7483894765377045, "decode.d0.loss_cls": 2.12754510641098, "decode.d0.loss_mask": 0.6147683799266815, "decode.d0.loss_dice": 0.8925922751426697, "decode.d1.loss_cls": 0.6000980168581009, "decode.d1.loss_mask": 0.5592340677976608, "decode.d1.loss_dice": 0.8065400540828704, "decode.d2.loss_cls": 0.4980942115187645, "decode.d2.loss_mask": 0.5583223015069961, "decode.d2.loss_dice": 0.804833996295929, "decode.d3.loss_cls": 0.4867075376212597, "decode.d3.loss_mask": 0.5453778356313705, "decode.d3.loss_dice": 0.7389941781759262, "decode.d4.loss_cls": 0.3905163541436195, "decode.d4.loss_mask": 0.5424069821834564, "decode.d4.loss_dice": 0.7599819004535675, "decode.d5.loss_cls": 0.3831042692065239, "decode.d5.loss_mask": 0.554493534564972, "decode.d5.loss_dice": 0.7662530153989792, "decode.d6.loss_cls": 0.36991533190011977, "decode.d6.loss_mask": 0.5415375739336014, "decode.d6.loss_dice": 0.7474720031023026, "decode.d7.loss_cls": 0.39440305121243, "decode.d7.loss_mask": 0.535158658027649, "decode.d7.loss_dice": 0.7348209679126739, "decode.d8.loss_cls": 0.44742007963359354, "decode.d8.loss_mask": 0.5593399077653884, "decode.d8.loss_dice": 0.7317850947380066, "time": 0.5331879138946534, "memory": 7189, "step": 112650}
{"lr": 3.339408014958862e-06, "data_time": 0.009561872482299805, "grad_norm": 85.58102340698242, "loss": 25.585884046554565, "decode.loss_cls": 0.5240390866994857, "decode.loss_mask": 0.5957580178976059, "decode.loss_dice": 1.2292345613241196, "decode.d0.loss_cls": 2.1145996689796447, "decode.d0.loss_mask": 0.6563082754611969, "decode.d0.loss_dice": 1.424403627216816, "decode.d1.loss_cls": 0.6216565519571304, "decode.d1.loss_mask": 0.6280107766389846, "decode.d1.loss_dice": 1.3253277242183685, "decode.d2.loss_cls": 0.5802897095680237, "decode.d2.loss_mask": 0.6208927989006042, "decode.d2.loss_dice": 1.2819982200860978, "decode.d3.loss_cls": 0.5037805549800396, "decode.d3.loss_mask": 0.6258358240127564, "decode.d3.loss_dice": 1.2403314709663391, "decode.d4.loss_cls": 0.4648571752011776, "decode.d4.loss_mask": 0.6314919203519821, "decode.d4.loss_dice": 1.2784289062023162, "decode.d5.loss_cls": 0.4749560244381428, "decode.d5.loss_mask": 0.609843698143959, "decode.d5.loss_dice": 1.258072482049465, "decode.d6.loss_cls": 0.4545686185359955, "decode.d6.loss_mask": 0.6059066519141197, "decode.d6.loss_dice": 1.2368696123361587, "decode.d7.loss_cls": 0.43109883069992067, "decode.d7.loss_mask": 0.6038073688745499, "decode.d7.loss_dice": 1.2640951305627823, "decode.d8.loss_cls": 0.439855932444334, "decode.d8.loss_mask": 0.5983188092708588, "decode.d8.loss_dice": 1.2612457543611526, "time": 0.5322677612304687, "memory": 7260, "step": 112700}
{"lr": 3.336230820322076e-06, "data_time": 0.009488606452941894, "grad_norm": 87.68267669677735, "loss": 22.201203441619874, "decode.loss_cls": 0.343869237601757, "decode.loss_mask": 0.7138109117746353, "decode.loss_dice": 0.9169497072696686, "decode.d0.loss_cls": 1.7436628341674805, "decode.d0.loss_mask": 0.8251473844051361, "decode.d0.loss_dice": 1.0650636970996856, "decode.d1.loss_cls": 0.47324681729078294, "decode.d1.loss_mask": 0.7631702810525894, "decode.d1.loss_dice": 1.0071767926216126, "decode.d2.loss_cls": 0.39389813840389254, "decode.d2.loss_mask": 0.7607317596673966, "decode.d2.loss_dice": 1.001678243279457, "decode.d3.loss_cls": 0.3820784345269203, "decode.d3.loss_mask": 0.74408717751503, "decode.d3.loss_dice": 0.9515990972518921, "decode.d4.loss_cls": 0.36689921021461486, "decode.d4.loss_mask": 0.7502595365047455, "decode.d4.loss_dice": 0.9418581366539002, "decode.d5.loss_cls": 0.36678640395402906, "decode.d5.loss_mask": 0.7267325460910797, "decode.d5.loss_dice": 0.9447576999664307, "decode.d6.loss_cls": 0.36558116376399996, "decode.d6.loss_mask": 0.7207449913024903, "decode.d6.loss_dice": 0.9370543718338012, "decode.d7.loss_cls": 0.33483796864748, "decode.d7.loss_mask": 0.7204411089420318, "decode.d7.loss_dice": 0.9468397408723831, "decode.d8.loss_cls": 0.335650385171175, "decode.d8.loss_mask": 0.7163127899169922, "decode.d8.loss_dice": 0.9402766674757004, "time": 0.5329425096511841, "memory": 7204, "step": 112750}
{"lr": 3.3330532894563616e-06, "data_time": 0.009336638450622558, "grad_norm": 98.10957260131836, "loss": 22.178322315216064, "decode.loss_cls": 0.5351646725088358, "decode.loss_mask": 0.5772876590490341, "decode.loss_dice": 0.8604679226875305, "decode.d0.loss_cls": 2.0933183670043944, "decode.d0.loss_mask": 0.6306879848241806, "decode.d0.loss_dice": 1.0271174967288972, "decode.d1.loss_cls": 0.7212807461619377, "decode.d1.loss_mask": 0.5815056055784226, "decode.d1.loss_dice": 0.9171121895313263, "decode.d2.loss_cls": 0.6768514454364777, "decode.d2.loss_mask": 0.5897890716791153, "decode.d2.loss_dice": 0.8568246811628342, "decode.d3.loss_cls": 0.6257736302912236, "decode.d3.loss_mask": 0.6000271737575531, "decode.d3.loss_dice": 0.839045786857605, "decode.d4.loss_cls": 0.580539944767952, "decode.d4.loss_mask": 0.6013610363006592, "decode.d4.loss_dice": 0.840482360124588, "decode.d5.loss_cls": 0.6110437337309123, "decode.d5.loss_mask": 0.5907795280218124, "decode.d5.loss_dice": 0.8445540964603424, "decode.d6.loss_cls": 0.5834991175681352, "decode.d6.loss_mask": 0.5811837375164032, "decode.d6.loss_dice": 0.8400389641523361, "decode.d7.loss_cls": 0.5331795766949654, "decode.d7.loss_mask": 0.5785538345575333, "decode.d7.loss_dice": 0.8910969853401184, "decode.d8.loss_cls": 0.5434296142309905, "decode.d8.loss_mask": 0.5798130929470062, "decode.d8.loss_dice": 0.8465121358633041, "time": 0.5354112148284912, "memory": 7197, "step": 112800}
{"lr": 3.3298754219699067e-06, "data_time": 0.009291648864746094, "grad_norm": 89.51377639770507, "loss": 21.846151113510132, "decode.loss_cls": 0.3881209041923285, "decode.loss_mask": 0.6007522031664848, "decode.loss_dice": 0.8991275765001774, "decode.d0.loss_cls": 1.9843062996864318, "decode.d0.loss_mask": 0.7165371760725975, "decode.d0.loss_dice": 1.143433502316475, "decode.d1.loss_cls": 0.6262331567704678, "decode.d1.loss_mask": 0.6174867331981659, "decode.d1.loss_dice": 1.0002464056015015, "decode.d2.loss_cls": 0.47191849574446676, "decode.d2.loss_mask": 0.6376263812184334, "decode.d2.loss_dice": 0.9919174462556839, "decode.d3.loss_cls": 0.48997294940054414, "decode.d3.loss_mask": 0.6259940326213836, "decode.d3.loss_dice": 0.9289625518023967, "decode.d4.loss_cls": 0.4187207162380219, "decode.d4.loss_mask": 0.6286097407341004, "decode.d4.loss_dice": 0.9256935641169548, "decode.d5.loss_cls": 0.42934528961777685, "decode.d5.loss_mask": 0.6246621400117874, "decode.d5.loss_dice": 0.9222033962607383, "decode.d6.loss_cls": 0.43651607520878316, "decode.d6.loss_mask": 0.6102548524737358, "decode.d6.loss_dice": 0.9068232193589211, "decode.d7.loss_cls": 0.3742783412337303, "decode.d7.loss_mask": 0.6249617412686348, "decode.d7.loss_dice": 0.9138325221836567, "decode.d8.loss_cls": 0.40484798792749643, "decode.d8.loss_mask": 0.5924221023917198, "decode.d8.loss_dice": 0.9103437751531601, "time": 0.534149432182312, "memory": 7260, "step": 112850}
{"lr": 3.3266972174700264e-06, "data_time": 0.009250998497009277, "grad_norm": 83.24687614440919, "loss": 25.586157703399657, "decode.loss_cls": 0.6580687090754509, "decode.loss_mask": 0.5625299572944641, "decode.loss_dice": 1.097590409219265, "decode.d0.loss_cls": 2.08620263338089, "decode.d0.loss_mask": 0.6194813162088394, "decode.d0.loss_dice": 1.2860057294368743, "decode.d1.loss_cls": 0.8505036324262619, "decode.d1.loss_mask": 0.5929174467921257, "decode.d1.loss_dice": 1.1546218290925025, "decode.d2.loss_cls": 0.8676110982894898, "decode.d2.loss_mask": 0.5522947810590267, "decode.d2.loss_dice": 1.0976608976721764, "decode.d3.loss_cls": 0.814778620004654, "decode.d3.loss_mask": 0.5704116821289062, "decode.d3.loss_dice": 1.0937395513057708, "decode.d4.loss_cls": 0.7511761352419853, "decode.d4.loss_mask": 0.5571392312645912, "decode.d4.loss_dice": 1.103046613931656, "decode.d5.loss_cls": 0.6955438449978828, "decode.d5.loss_mask": 0.5511414185166359, "decode.d5.loss_dice": 1.0972574397921562, "decode.d6.loss_cls": 0.6726033136248588, "decode.d6.loss_mask": 0.5598969973623753, "decode.d6.loss_dice": 1.0913554549217224, "decode.d7.loss_cls": 0.6351920291781425, "decode.d7.loss_mask": 0.564307551831007, "decode.d7.loss_dice": 1.0958960831165314, "decode.d8.loss_cls": 0.6608068957924843, "decode.d8.loss_mask": 0.5628695532679557, "decode.d8.loss_dice": 1.0835049718618393, "time": 0.5346730947494507, "memory": 7328, "step": 112900}
{"lr": 3.323518675563155e-06, "data_time": 0.009526872634887695, "grad_norm": 87.64847373962402, "loss": 18.19809036254883, "decode.loss_cls": 0.30655990056693555, "decode.loss_mask": 0.5282943934202194, "decode.loss_dice": 0.6920812845230102, "decode.d0.loss_cls": 1.7627938508987426, "decode.d0.loss_mask": 0.5938070297241211, "decode.d0.loss_dice": 0.7785128742456436, "decode.d1.loss_cls": 0.5462309122085571, "decode.d1.loss_mask": 0.6270495817065239, "decode.d1.loss_dice": 0.7641090661287308, "decode.d2.loss_cls": 0.46669312492012976, "decode.d2.loss_mask": 0.5326020225882531, "decode.d2.loss_dice": 0.7321237772703171, "decode.d3.loss_cls": 0.45013756603002547, "decode.d3.loss_mask": 0.5538705632090568, "decode.d3.loss_dice": 0.710300862789154, "decode.d4.loss_cls": 0.43578873947262764, "decode.d4.loss_mask": 0.5521401613950729, "decode.d4.loss_dice": 0.707388037443161, "decode.d5.loss_cls": 0.4123829171061516, "decode.d5.loss_mask": 0.5377791374921799, "decode.d5.loss_dice": 0.714504811167717, "decode.d6.loss_cls": 0.36114932894706725, "decode.d6.loss_mask": 0.540364682674408, "decode.d6.loss_dice": 0.70223428606987, "decode.d7.loss_cls": 0.37008601278066633, "decode.d7.loss_mask": 0.5314384534955024, "decode.d7.loss_dice": 0.6990969181060791, "decode.d8.loss_cls": 0.3408670600503683, "decode.d8.loss_mask": 0.5335920199751853, "decode.d8.loss_dice": 0.714111328125, "time": 0.5303652286529541, "memory": 7277, "step": 112950}
{"lr": 3.320339795854857e-06, "data_time": 0.009376001358032227, "grad_norm": 80.88485641479492, "loss": 23.428225994110107, "decode.loss_cls": 0.4521608933806419, "decode.loss_mask": 0.6374204158782959, "decode.loss_dice": 1.0015032857656478, "decode.d0.loss_cls": 2.1248438954353333, "decode.d0.loss_mask": 0.7320010662078857, "decode.d0.loss_dice": 1.1641826540231706, "decode.d1.loss_cls": 0.6335454568266868, "decode.d1.loss_mask": 0.7006769835948944, "decode.d1.loss_dice": 1.1032718867063522, "decode.d2.loss_cls": 0.5634906470775605, "decode.d2.loss_mask": 0.6278996407985687, "decode.d2.loss_dice": 1.0320777237415313, "decode.d3.loss_cls": 0.4918045558035374, "decode.d3.loss_mask": 0.6424826085567474, "decode.d3.loss_dice": 1.0127592355012893, "decode.d4.loss_cls": 0.44427959322929383, "decode.d4.loss_mask": 0.63829884827137, "decode.d4.loss_dice": 1.0187736451625824, "decode.d5.loss_cls": 0.44387817829847337, "decode.d5.loss_mask": 0.6332184821367264, "decode.d5.loss_dice": 1.0130985647439956, "decode.d6.loss_cls": 0.44913549572229383, "decode.d6.loss_mask": 0.6347820281982421, "decode.d6.loss_dice": 0.9990534812211991, "decode.d7.loss_cls": 0.4291993618011475, "decode.d7.loss_mask": 0.6360409677028656, "decode.d7.loss_dice": 1.012650540471077, "decode.d8.loss_cls": 0.5299611039459705, "decode.d8.loss_mask": 0.6354650855064392, "decode.d8.loss_dice": 0.9902699947357178, "time": 0.561251425743103, "memory": 7187, "step": 113000}
{"lr": 3.317160577949811e-06, "data_time": 0.009343838691711426, "grad_norm": 96.14847412109376, "loss": 20.77212209701538, "decode.loss_cls": 0.40106274038553236, "decode.loss_mask": 0.5507424890995025, "decode.loss_dice": 0.8286786735057831, "decode.d0.loss_cls": 2.3374916315078735, "decode.d0.loss_mask": 0.5771731391549111, "decode.d0.loss_dice": 1.0053226411342622, "decode.d1.loss_cls": 0.6344872817397118, "decode.d1.loss_mask": 0.5520776495337486, "decode.d1.loss_dice": 0.9133426994085312, "decode.d2.loss_cls": 0.5639414489269257, "decode.d2.loss_mask": 0.5519799053668976, "decode.d2.loss_dice": 0.8994985848665238, "decode.d3.loss_cls": 0.5217539355158806, "decode.d3.loss_mask": 0.5419022753834725, "decode.d3.loss_dice": 0.8317932337522507, "decode.d4.loss_cls": 0.5101278364658356, "decode.d4.loss_mask": 0.5363699644804001, "decode.d4.loss_dice": 0.8343164891004562, "decode.d5.loss_cls": 0.5023643299937248, "decode.d5.loss_mask": 0.5245407983660698, "decode.d5.loss_dice": 0.8444280028343201, "decode.d6.loss_cls": 0.44620652198791505, "decode.d6.loss_mask": 0.5231288775801659, "decode.d6.loss_dice": 0.8154182434082031, "decode.d7.loss_cls": 0.44335940927267076, "decode.d7.loss_mask": 0.5296105355024338, "decode.d7.loss_dice": 0.8123183459043503, "decode.d8.loss_cls": 0.4168825589120388, "decode.d8.loss_mask": 0.5248289361596108, "decode.d8.loss_dice": 0.7969719886779785, "time": 0.5601668357849121, "memory": 7207, "step": 113050}
{"lr": 3.313981021451813e-06, "data_time": 0.009532284736633301, "grad_norm": 82.27487983703614, "loss": 19.384371852874757, "decode.loss_cls": 0.3300670117139816, "decode.loss_mask": 0.47115291506052015, "decode.loss_dice": 0.834540830552578, "decode.d0.loss_cls": 1.8307622432708741, "decode.d0.loss_mask": 0.5816010743379593, "decode.d0.loss_dice": 1.0388657182455063, "decode.d1.loss_cls": 0.5832820490002633, "decode.d1.loss_mask": 0.5267744019627572, "decode.d1.loss_dice": 0.9034145772457123, "decode.d2.loss_cls": 0.5362584158778191, "decode.d2.loss_mask": 0.47695583254098894, "decode.d2.loss_dice": 0.8500135004520416, "decode.d3.loss_cls": 0.44673259034752844, "decode.d3.loss_mask": 0.4813363716006279, "decode.d3.loss_dice": 0.856747281551361, "decode.d4.loss_cls": 0.48114960491657255, "decode.d4.loss_mask": 0.4782093852758408, "decode.d4.loss_dice": 0.8652948856353759, "decode.d5.loss_cls": 0.4208270229399204, "decode.d5.loss_mask": 0.4753772497177124, "decode.d5.loss_dice": 0.8479843437671661, "decode.d6.loss_cls": 0.3678025953471661, "decode.d6.loss_mask": 0.4821867495775223, "decode.d6.loss_dice": 0.8380488306283951, "decode.d7.loss_cls": 0.3866996198892593, "decode.d7.loss_mask": 0.4814498260617256, "decode.d7.loss_dice": 0.821811729669571, "decode.d8.loss_cls": 0.3794774904847145, "decode.d8.loss_mask": 0.475632806122303, "decode.d8.loss_dice": 0.8339146211743355, "time": 0.5328725814819336, "memory": 7242, "step": 113100}
{"lr": 3.31080112596377e-06, "data_time": 0.009477329254150391, "grad_norm": 92.78489837646484, "loss": 21.42251491546631, "decode.loss_cls": 0.47836721912026403, "decode.loss_mask": 0.6421055406332016, "decode.loss_dice": 0.7866601333022117, "decode.d0.loss_cls": 2.0484986305236816, "decode.d0.loss_mask": 0.72310651242733, "decode.d0.loss_dice": 0.9104991182684898, "decode.d1.loss_cls": 0.5896237373352051, "decode.d1.loss_mask": 0.6768655255436897, "decode.d1.loss_dice": 0.8875834584236145, "decode.d2.loss_cls": 0.6156162619590759, "decode.d2.loss_mask": 0.6172289803624154, "decode.d2.loss_dice": 0.8367271110415458, "decode.d3.loss_cls": 0.5878131315112114, "decode.d3.loss_mask": 0.6044668927788734, "decode.d3.loss_dice": 0.7924768626689911, "decode.d4.loss_cls": 0.5244539931416512, "decode.d4.loss_mask": 0.6340279027819633, "decode.d4.loss_dice": 0.8243828445672989, "decode.d5.loss_cls": 0.49233809411525725, "decode.d5.loss_mask": 0.6448984816670418, "decode.d5.loss_dice": 0.79277283847332, "decode.d6.loss_cls": 0.500149405002594, "decode.d6.loss_mask": 0.6398789644241333, "decode.d6.loss_dice": 0.7664691478013992, "decode.d7.loss_cls": 0.4826088257133961, "decode.d7.loss_mask": 0.6391000181436539, "decode.d7.loss_dice": 0.7726342946290969, "decode.d8.loss_cls": 0.4730510629713535, "decode.d8.loss_mask": 0.6448948085308075, "decode.d8.loss_dice": 0.7932145580649376, "time": 0.5334140539169312, "memory": 7398, "step": 113150}
{"lr": 3.307620891087698e-06, "data_time": 0.009317493438720703, "grad_norm": 92.4013614654541, "loss": 22.430350685119627, "decode.loss_cls": 0.4444155890494585, "decode.loss_mask": 0.7375748872756958, "decode.loss_dice": 0.8425259619951249, "decode.d0.loss_cls": 1.8740287184715272, "decode.d0.loss_mask": 0.7818956732749939, "decode.d0.loss_dice": 0.9557929039001465, "decode.d1.loss_cls": 0.6548596739768981, "decode.d1.loss_mask": 0.7387306496500969, "decode.d1.loss_dice": 0.8941046357154846, "decode.d2.loss_cls": 0.5762023221701383, "decode.d2.loss_mask": 0.7283011466264725, "decode.d2.loss_dice": 0.8575664252042771, "decode.d3.loss_cls": 0.5694904416799546, "decode.d3.loss_mask": 0.7106033608317375, "decode.d3.loss_dice": 0.8425209790468215, "decode.d4.loss_cls": 0.5411311488598585, "decode.d4.loss_mask": 0.7129160374403, "decode.d4.loss_dice": 0.8399037927389145, "decode.d5.loss_cls": 0.47337660640478135, "decode.d5.loss_mask": 0.7294210091233253, "decode.d5.loss_dice": 0.8462582647800445, "decode.d6.loss_cls": 0.4678930152207613, "decode.d6.loss_mask": 0.739872032403946, "decode.d6.loss_dice": 0.8312919527292252, "decode.d7.loss_cls": 0.44604359194636345, "decode.d7.loss_mask": 0.7378717243671418, "decode.d7.loss_dice": 0.8414386153221131, "decode.d8.loss_cls": 0.43925355561077595, "decode.d8.loss_mask": 0.7357232630252838, "decode.d8.loss_dice": 0.8393433660268783, "time": 0.537002444267273, "memory": 7245, "step": 113200}
{"lr": 3.304440316424726e-06, "data_time": 0.009635448455810547, "grad_norm": 90.63154373168945, "loss": 21.081983184814455, "decode.loss_cls": 0.34297628719359635, "decode.loss_mask": 0.691842506825924, "decode.loss_dice": 0.7907937884330749, "decode.d0.loss_cls": 2.263212817907333, "decode.d0.loss_mask": 0.7941265404224396, "decode.d0.loss_dice": 0.907425257563591, "decode.d1.loss_cls": 0.5421316664665937, "decode.d1.loss_mask": 0.7590569823980331, "decode.d1.loss_dice": 0.8471310377120972, "decode.d2.loss_cls": 0.41342154443264006, "decode.d2.loss_mask": 0.7364777952432633, "decode.d2.loss_dice": 0.8159169286489487, "decode.d3.loss_cls": 0.37165587246417997, "decode.d3.loss_mask": 0.7165358886122704, "decode.d3.loss_dice": 0.8053021922707557, "decode.d4.loss_cls": 0.3496380187571049, "decode.d4.loss_mask": 0.7209594368934631, "decode.d4.loss_dice": 0.8045560970902443, "decode.d5.loss_cls": 0.37591384164988995, "decode.d5.loss_mask": 0.695986022055149, "decode.d5.loss_dice": 0.801511412858963, "decode.d6.loss_cls": 0.33935237377882005, "decode.d6.loss_mask": 0.7045828729867936, "decode.d6.loss_dice": 0.8060661494731903, "decode.d7.loss_cls": 0.3593674836680293, "decode.d7.loss_mask": 0.6963539004325867, "decode.d7.loss_dice": 0.798005847632885, "decode.d8.loss_cls": 0.35511859841644766, "decode.d8.loss_mask": 0.6905678763985634, "decode.d8.loss_dice": 0.7859958499670029, "time": 0.5340538024902344, "memory": 7259, "step": 113250}
{"lr": 3.3012594015750804e-06, "data_time": 0.009482479095458985, "grad_norm": 87.36474609375, "loss": 24.216960525512697, "decode.loss_cls": 0.49429194405674937, "decode.loss_mask": 0.5493040561676026, "decode.loss_dice": 1.0523575574159623, "decode.d0.loss_cls": 2.256171631813049, "decode.d0.loss_mask": 0.6512698665261268, "decode.d0.loss_dice": 1.374602799117565, "decode.d1.loss_cls": 0.7126893125474453, "decode.d1.loss_mask": 0.6027792319655418, "decode.d1.loss_dice": 1.214062911272049, "decode.d2.loss_cls": 0.5842651799321175, "decode.d2.loss_mask": 0.5787771791219711, "decode.d2.loss_dice": 1.0981597244739532, "decode.d3.loss_cls": 0.5546051889657975, "decode.d3.loss_mask": 0.5613112121820449, "decode.d3.loss_dice": 1.1078959971666336, "decode.d4.loss_cls": 0.5426297083497047, "decode.d4.loss_mask": 0.5546804219484329, "decode.d4.loss_dice": 1.0929984092712401, "decode.d5.loss_cls": 0.5764403745532036, "decode.d5.loss_mask": 0.5475055709481239, "decode.d5.loss_dice": 1.066504290699959, "decode.d6.loss_cls": 0.47211415469646456, "decode.d6.loss_mask": 0.5512917712330818, "decode.d6.loss_dice": 1.0885683178901673, "decode.d7.loss_cls": 0.5584563747048378, "decode.d7.loss_mask": 0.5511242017149925, "decode.d7.loss_dice": 1.0759485751390456, "decode.d8.loss_cls": 0.47877795472741125, "decode.d8.loss_mask": 0.5529707849025727, "decode.d8.loss_dice": 1.1144058138132096, "time": 0.5351110458374023, "memory": 7275, "step": 113300}
{"lr": 3.2980781461380883e-06, "data_time": 0.009409356117248534, "grad_norm": 90.45044860839843, "loss": 18.53175573348999, "decode.loss_cls": 0.25303620751947165, "decode.loss_mask": 0.5868421137332916, "decode.loss_dice": 0.7536012530326843, "decode.d0.loss_cls": 1.8754376411437987, "decode.d0.loss_mask": 0.6508659705519676, "decode.d0.loss_dice": 0.8417496383190155, "decode.d1.loss_cls": 0.5262302741408348, "decode.d1.loss_mask": 0.6109074920415878, "decode.d1.loss_dice": 0.8092740535736084, "decode.d2.loss_cls": 0.4643768645823002, "decode.d2.loss_mask": 0.5727875217795372, "decode.d2.loss_dice": 0.7486318409442901, "decode.d3.loss_cls": 0.36687102522701026, "decode.d3.loss_mask": 0.5767568722367287, "decode.d3.loss_dice": 0.744749391078949, "decode.d4.loss_cls": 0.34070058055222036, "decode.d4.loss_mask": 0.5707716628909111, "decode.d4.loss_dice": 0.7336006879806518, "decode.d5.loss_cls": 0.29402014408260585, "decode.d5.loss_mask": 0.5895448848605156, "decode.d5.loss_dice": 0.7466977417469025, "decode.d6.loss_cls": 0.3026000589132309, "decode.d6.loss_mask": 0.5857314839959145, "decode.d6.loss_dice": 0.7467907905578614, "decode.d7.loss_cls": 0.29213006384670737, "decode.d7.loss_mask": 0.5865391358733177, "decode.d7.loss_dice": 0.7469745397567749, "decode.d8.loss_cls": 0.2718317646533251, "decode.d8.loss_mask": 0.5880335956811905, "decode.d8.loss_dice": 0.753670945763588, "time": 0.5344148874282837, "memory": 7315, "step": 113350}
{"lr": 3.294896549712185e-06, "data_time": 0.009180116653442382, "grad_norm": 94.01253814697266, "loss": 20.292846298217775, "decode.loss_cls": 0.40532934069633486, "decode.loss_mask": 0.5229737520217895, "decode.loss_dice": 0.8091345965862274, "decode.d0.loss_cls": 2.1142347931861876, "decode.d0.loss_mask": 0.6091329619288445, "decode.d0.loss_dice": 1.0050243496894837, "decode.d1.loss_cls": 0.599460880458355, "decode.d1.loss_mask": 0.5508068084716797, "decode.d1.loss_dice": 0.9265355288982391, "decode.d2.loss_cls": 0.5774732947349548, "decode.d2.loss_mask": 0.5243919268250465, "decode.d2.loss_dice": 0.874510133266449, "decode.d3.loss_cls": 0.5426993072032928, "decode.d3.loss_mask": 0.5263132959604263, "decode.d3.loss_dice": 0.8591843664646148, "decode.d4.loss_cls": 0.4657177820801735, "decode.d4.loss_mask": 0.5248840391635895, "decode.d4.loss_dice": 0.8386019036173821, "decode.d5.loss_cls": 0.4400023579597473, "decode.d5.loss_mask": 0.521190470457077, "decode.d5.loss_dice": 0.8307933866977691, "decode.d6.loss_cls": 0.40554662346839904, "decode.d6.loss_mask": 0.5213613241910935, "decode.d6.loss_dice": 0.7986312612891198, "decode.d7.loss_cls": 0.42675878405570983, "decode.d7.loss_mask": 0.5135494381189346, "decode.d7.loss_dice": 0.8286743715405465, "decode.d8.loss_cls": 0.4010004818439484, "decode.d8.loss_mask": 0.5139310628175735, "decode.d8.loss_dice": 0.8149976581335068, "time": 0.5631815671920777, "memory": 7224, "step": 113400}
{"lr": 3.2917146118948885e-06, "data_time": 0.009106278419494629, "grad_norm": 83.47099151611329, "loss": 17.748388147354127, "decode.loss_cls": 0.27447203174233437, "decode.loss_mask": 0.5456823855638504, "decode.loss_dice": 0.7375058077275753, "decode.d0.loss_cls": 1.747238576412201, "decode.d0.loss_mask": 0.6004938885569573, "decode.d0.loss_dice": 0.842558889836073, "decode.d1.loss_cls": 0.41801708601415155, "decode.d1.loss_mask": 0.5743483409285546, "decode.d1.loss_dice": 0.8001751750707626, "decode.d2.loss_cls": 0.35445963144302367, "decode.d2.loss_mask": 0.5641559585928917, "decode.d2.loss_dice": 0.7798698335886002, "decode.d3.loss_cls": 0.3472811423242092, "decode.d3.loss_mask": 0.5373431697487832, "decode.d3.loss_dice": 0.7450874142348767, "decode.d4.loss_cls": 0.37306156307458876, "decode.d4.loss_mask": 0.5360645160079003, "decode.d4.loss_dice": 0.7300276897847653, "decode.d5.loss_cls": 0.3078956801444292, "decode.d5.loss_mask": 0.538938045501709, "decode.d5.loss_dice": 0.7328360967338086, "decode.d6.loss_cls": 0.3083708345890045, "decode.d6.loss_mask": 0.5401458486914634, "decode.d6.loss_dice": 0.7172538653016091, "decode.d7.loss_cls": 0.25481553822755815, "decode.d7.loss_mask": 0.541550824046135, "decode.d7.loss_dice": 0.7477521002292633, "decode.d8.loss_cls": 0.26894105672836305, "decode.d8.loss_mask": 0.539691498875618, "decode.d8.loss_dice": 0.7423541709780693, "time": 0.5340519666671752, "memory": 7227, "step": 113450}
{"lr": 3.2885323322828196e-06, "data_time": 0.009205508232116699, "grad_norm": 84.52669639587403, "loss": 19.847618103027344, "decode.loss_cls": 0.41543390415608883, "decode.loss_mask": 0.4639812082052231, "decode.loss_dice": 0.8500784307718277, "decode.d0.loss_cls": 1.8986008286476135, "decode.d0.loss_mask": 0.5521863639354706, "decode.d0.loss_dice": 1.055430382490158, "decode.d1.loss_cls": 0.5755940735340118, "decode.d1.loss_mask": 0.5146517619490624, "decode.d1.loss_dice": 0.9301032364368439, "decode.d2.loss_cls": 0.5562562692910433, "decode.d2.loss_mask": 0.49231296479701997, "decode.d2.loss_dice": 0.9264657974243165, "decode.d3.loss_cls": 0.48539847768843175, "decode.d3.loss_mask": 0.4867563173174858, "decode.d3.loss_dice": 0.8757375299930572, "decode.d4.loss_cls": 0.4451859012246132, "decode.d4.loss_mask": 0.47912382781505586, "decode.d4.loss_dice": 0.9047583907842636, "decode.d5.loss_cls": 0.3950037630274892, "decode.d5.loss_mask": 0.4767742410302162, "decode.d5.loss_dice": 0.8687889546155929, "decode.d6.loss_cls": 0.3940441032871604, "decode.d6.loss_mask": 0.47177090048789977, "decode.d6.loss_dice": 0.8613698005676269, "decode.d7.loss_cls": 0.3595090230926871, "decode.d7.loss_mask": 0.4823486924171448, "decode.d7.loss_dice": 0.8686513841152191, "decode.d8.loss_cls": 0.4397553686052561, "decode.d8.loss_mask": 0.46296184957027436, "decode.d8.loss_dice": 0.8585840463638306, "time": 0.5354727745056153, "memory": 7228, "step": 113500}
{"lr": 3.2853497104716815e-06, "data_time": 0.009256458282470703, "grad_norm": 93.73654632568359, "loss": 19.29705286026001, "decode.loss_cls": 0.40263482183218, "decode.loss_mask": 0.5522591829299927, "decode.loss_dice": 0.806668758392334, "decode.d0.loss_cls": 1.6657608270645141, "decode.d0.loss_mask": 0.6028228372335434, "decode.d0.loss_dice": 0.9316823601722717, "decode.d1.loss_cls": 0.4787079647183418, "decode.d1.loss_mask": 0.5681954145431518, "decode.d1.loss_dice": 0.8624744594097138, "decode.d2.loss_cls": 0.4292814165353775, "decode.d2.loss_mask": 0.5535127609968186, "decode.d2.loss_dice": 0.8397792249917984, "decode.d3.loss_cls": 0.424340757727623, "decode.d3.loss_mask": 0.5470016241073609, "decode.d3.loss_dice": 0.804701417684555, "decode.d4.loss_cls": 0.43053035587072375, "decode.d4.loss_mask": 0.5525440365076065, "decode.d4.loss_dice": 0.8201320320367813, "decode.d5.loss_cls": 0.3855690315365791, "decode.d5.loss_mask": 0.5479519903659821, "decode.d5.loss_dice": 0.8176594346761703, "decode.d6.loss_cls": 0.39378392547369, "decode.d6.loss_mask": 0.5518430292606353, "decode.d6.loss_dice": 0.8123799294233323, "decode.d7.loss_cls": 0.40522080957889556, "decode.d7.loss_mask": 0.5501334249973298, "decode.d7.loss_dice": 0.8046454668045044, "decode.d8.loss_cls": 0.3872003868222237, "decode.d8.loss_mask": 0.5575123190879822, "decode.d8.loss_dice": 0.8101228207349778, "time": 0.5370488166809082, "memory": 7210, "step": 113550}
{"lr": 3.282166746056264e-06, "data_time": 0.009448552131652832, "grad_norm": 92.38708953857422, "loss": 19.703047943115234, "decode.loss_cls": 0.3205159939825535, "decode.loss_mask": 0.558623531460762, "decode.loss_dice": 0.8047144114971161, "decode.d0.loss_cls": 2.0752882838249205, "decode.d0.loss_mask": 0.6147899270057678, "decode.d0.loss_dice": 0.9291399508714676, "decode.d1.loss_cls": 0.5934416003525257, "decode.d1.loss_mask": 0.5845655828714371, "decode.d1.loss_dice": 0.8777054607868194, "decode.d2.loss_cls": 0.5021302472800017, "decode.d2.loss_mask": 0.5692214608192444, "decode.d2.loss_dice": 0.8510064572095871, "decode.d3.loss_cls": 0.470716031268239, "decode.d3.loss_mask": 0.5488202959299088, "decode.d3.loss_dice": 0.7882249653339386, "decode.d4.loss_cls": 0.4557236798107624, "decode.d4.loss_mask": 0.5460411354899406, "decode.d4.loss_dice": 0.7979098290205002, "decode.d5.loss_cls": 0.40224321372807026, "decode.d5.loss_mask": 0.5405842617154122, "decode.d5.loss_dice": 0.78375643491745, "decode.d6.loss_cls": 0.3980496097356081, "decode.d6.loss_mask": 0.5351552352309227, "decode.d6.loss_dice": 0.7809743106365203, "decode.d7.loss_cls": 0.3604049578309059, "decode.d7.loss_mask": 0.5479569405317306, "decode.d7.loss_dice": 0.7803070098161697, "decode.d8.loss_cls": 0.3435921613126993, "decode.d8.loss_mask": 0.5472581088542938, "decode.d8.loss_dice": 0.7941870927810669, "time": 0.5346717357635498, "memory": 7216, "step": 113600}
{"lr": 3.2789834386304413e-06, "data_time": 0.009469914436340331, "grad_norm": 88.55744552612305, "loss": 24.32202501296997, "decode.loss_cls": 0.533191280066967, "decode.loss_mask": 0.6576098620891571, "decode.loss_dice": 0.973956024646759, "decode.d0.loss_cls": 2.2160953164100645, "decode.d0.loss_mask": 0.7807510107755661, "decode.d0.loss_dice": 1.1417264461517334, "decode.d1.loss_cls": 0.6759017243981361, "decode.d1.loss_mask": 0.7245752274990082, "decode.d1.loss_dice": 1.048496600985527, "decode.d2.loss_cls": 0.6282136023044587, "decode.d2.loss_mask": 0.6893303573131562, "decode.d2.loss_dice": 0.9984200969338417, "decode.d3.loss_cls": 0.5588818028569221, "decode.d3.loss_mask": 0.6750362932682037, "decode.d3.loss_dice": 1.0000627666711808, "decode.d4.loss_cls": 0.5497115224599838, "decode.d4.loss_mask": 0.6700409293174744, "decode.d4.loss_dice": 0.9904017105698586, "decode.d5.loss_cls": 0.5682866111397743, "decode.d5.loss_mask": 0.6683671772480011, "decode.d5.loss_dice": 0.9887599259614944, "decode.d6.loss_cls": 0.5478902988135814, "decode.d6.loss_mask": 0.6691304922103882, "decode.d6.loss_dice": 0.988012045621872, "decode.d7.loss_cls": 0.5515552006661892, "decode.d7.loss_mask": 0.6624614745378494, "decode.d7.loss_dice": 0.9803784281015396, "decode.d8.loss_cls": 0.5535380482673645, "decode.d8.loss_mask": 0.6572015970945358, "decode.d8.loss_dice": 0.9740415841341019, "time": 0.5611847639083862, "memory": 7216, "step": 113650}
{"lr": 3.275799787787168e-06, "data_time": 0.00942533016204834, "grad_norm": 84.58955001831055, "loss": 24.20739526748657, "decode.loss_cls": 0.4587054155766964, "decode.loss_mask": 0.6206957787275315, "decode.loss_dice": 1.0255741238594056, "decode.d0.loss_cls": 2.2853866815567017, "decode.d0.loss_mask": 0.646824124455452, "decode.d0.loss_dice": 1.2462257623672486, "decode.d1.loss_cls": 0.7002667307853698, "decode.d1.loss_mask": 0.6257373809814453, "decode.d1.loss_dice": 1.1586068332195283, "decode.d2.loss_cls": 0.6138825818896294, "decode.d2.loss_mask": 0.6112032115459443, "decode.d2.loss_dice": 1.1059318274259566, "decode.d3.loss_cls": 0.632068108022213, "decode.d3.loss_mask": 0.6164490640163421, "decode.d3.loss_dice": 1.0445699214935302, "decode.d4.loss_cls": 0.5973706886172294, "decode.d4.loss_mask": 0.610551854968071, "decode.d4.loss_dice": 1.0288869917392731, "decode.d5.loss_cls": 0.557571929693222, "decode.d5.loss_mask": 0.5874643355607987, "decode.d5.loss_dice": 1.0459453850984572, "decode.d6.loss_cls": 0.532238956540823, "decode.d6.loss_mask": 0.6001167804002762, "decode.d6.loss_dice": 0.997599744796753, "decode.d7.loss_cls": 0.5115968741476535, "decode.d7.loss_mask": 0.6017050713300705, "decode.d7.loss_dice": 1.0154489934444428, "decode.d8.loss_cls": 0.4991695336997509, "decode.d8.loss_mask": 0.6192226111888885, "decode.d8.loss_dice": 1.0103765428066254, "time": 0.5290783166885376, "memory": 7218, "step": 113700}
{"lr": 3.2726157931184718e-06, "data_time": 0.009759306907653809, "grad_norm": 92.95751647949218, "loss": 22.359504175186157, "decode.loss_cls": 0.4636017670854926, "decode.loss_mask": 0.7680028647184372, "decode.loss_dice": 0.7789001762866974, "decode.d0.loss_cls": 1.9705646991729737, "decode.d0.loss_mask": 0.8795136749744416, "decode.d0.loss_dice": 0.9583460196852684, "decode.d1.loss_cls": 0.6241922967135907, "decode.d1.loss_mask": 0.7793954342603684, "decode.d1.loss_dice": 0.8478172838687896, "decode.d2.loss_cls": 0.65920015797019, "decode.d2.loss_mask": 0.7511987060308456, "decode.d2.loss_dice": 0.8142076477408409, "decode.d3.loss_cls": 0.583266244456172, "decode.d3.loss_mask": 0.7293079167604446, "decode.d3.loss_dice": 0.7816201597452164, "decode.d4.loss_cls": 0.5157254923135042, "decode.d4.loss_mask": 0.7382047131657601, "decode.d4.loss_dice": 0.782604706287384, "decode.d5.loss_cls": 0.5155550830066205, "decode.d5.loss_mask": 0.7332994759082794, "decode.d5.loss_dice": 0.7701948046684265, "decode.d6.loss_cls": 0.4604053545743227, "decode.d6.loss_mask": 0.730209405720234, "decode.d6.loss_dice": 0.7758572727441788, "decode.d7.loss_cls": 0.46834301948547363, "decode.d7.loss_mask": 0.7283026576042175, "decode.d7.loss_dice": 0.7731219008564949, "decode.d8.loss_cls": 0.47765302695333955, "decode.d8.loss_mask": 0.7309431940317154, "decode.d8.loss_dice": 0.7699480369687081, "time": 0.5327191591262818, "memory": 7186, "step": 113750}
{"lr": 3.2694314542154597e-06, "data_time": 0.009522843360900878, "grad_norm": 82.4783561706543, "loss": 23.057781314849855, "decode.loss_cls": 0.5429479956626893, "decode.loss_mask": 0.5941957294940948, "decode.loss_dice": 0.9371346533298492, "decode.d0.loss_cls": 2.1976144433021547, "decode.d0.loss_mask": 0.6422723978757858, "decode.d0.loss_dice": 1.0928685411810874, "decode.d1.loss_cls": 0.731735946238041, "decode.d1.loss_mask": 0.6174647867679596, "decode.d1.loss_dice": 1.0192188382148744, "decode.d2.loss_cls": 0.595009146630764, "decode.d2.loss_mask": 0.5985669508576393, "decode.d2.loss_dice": 0.9659089565277099, "decode.d3.loss_cls": 0.6397847220301628, "decode.d3.loss_mask": 0.5899498358368873, "decode.d3.loss_dice": 0.944548425078392, "decode.d4.loss_cls": 0.5432834893465042, "decode.d4.loss_mask": 0.6000534206628799, "decode.d4.loss_dice": 0.9540629386901855, "decode.d5.loss_cls": 0.5065567404031753, "decode.d5.loss_mask": 0.591868257522583, "decode.d5.loss_dice": 0.9633453369140625, "decode.d6.loss_cls": 0.5581550806760788, "decode.d6.loss_mask": 0.5897643715143204, "decode.d6.loss_dice": 0.9323356658220291, "decode.d7.loss_cls": 0.5273808255791664, "decode.d7.loss_mask": 0.5908788904547692, "decode.d7.loss_dice": 0.9271723210811615, "decode.d8.loss_cls": 0.5420669838786125, "decode.d8.loss_mask": 0.5949277341365814, "decode.d8.loss_dice": 0.9267065316438675, "time": 0.5343611001968384, "memory": 7235, "step": 113800}
{"lr": 3.2662467706683033e-06, "data_time": 0.009313368797302246, "grad_norm": 92.4401985168457, "loss": 21.040464782714842, "decode.loss_cls": 0.4746536210179329, "decode.loss_mask": 0.5579298004508019, "decode.loss_dice": 0.764175945520401, "decode.d0.loss_cls": 2.2035176753997803, "decode.d0.loss_mask": 0.6381879121065139, "decode.d0.loss_dice": 0.965291079878807, "decode.d1.loss_cls": 0.7149557717144489, "decode.d1.loss_mask": 0.5985733926296234, "decode.d1.loss_dice": 0.8188222765922546, "decode.d2.loss_cls": 0.6394849956035614, "decode.d2.loss_mask": 0.5862490937113762, "decode.d2.loss_dice": 0.8085931599140167, "decode.d3.loss_cls": 0.5860069371759892, "decode.d3.loss_mask": 0.5833224266767502, "decode.d3.loss_dice": 0.7697633802890778, "decode.d4.loss_cls": 0.5511688597500324, "decode.d4.loss_mask": 0.5744147717952728, "decode.d4.loss_dice": 0.7803833037614822, "decode.d5.loss_cls": 0.5515638194978237, "decode.d5.loss_mask": 0.5716883644461632, "decode.d5.loss_dice": 0.7708656877279282, "decode.d6.loss_cls": 0.5392385818064213, "decode.d6.loss_mask": 0.558746063709259, "decode.d6.loss_dice": 0.7836156010627746, "decode.d7.loss_cls": 0.5060533493757248, "decode.d7.loss_mask": 0.5503141209483147, "decode.d7.loss_dice": 0.761171954870224, "decode.d8.loss_cls": 0.5199953950941563, "decode.d8.loss_mask": 0.5514138132333756, "decode.d8.loss_dice": 0.7603032559156417, "time": 0.5354230880737305, "memory": 7205, "step": 113850}
{"lr": 3.263061742066248e-06, "data_time": 0.009502792358398437, "grad_norm": 92.16684799194336, "loss": 21.714044189453126, "decode.loss_cls": 0.538493862003088, "decode.loss_mask": 0.5937724649906159, "decode.loss_dice": 0.8146536111831665, "decode.d0.loss_cls": 2.342364859580994, "decode.d0.loss_mask": 0.6741752475500107, "decode.d0.loss_dice": 0.9221442908048629, "decode.d1.loss_cls": 0.6764220580458641, "decode.d1.loss_mask": 0.6771568924188613, "decode.d1.loss_dice": 0.8933938086032868, "decode.d2.loss_cls": 0.6615411527454853, "decode.d2.loss_mask": 0.6149359077215195, "decode.d2.loss_dice": 0.8181513398885727, "decode.d3.loss_cls": 0.5007457919418812, "decode.d3.loss_mask": 0.6165288060903549, "decode.d3.loss_dice": 0.8276434987783432, "decode.d4.loss_cls": 0.5229215458035469, "decode.d4.loss_mask": 0.5933472990989686, "decode.d4.loss_dice": 0.8147588282823562, "decode.d5.loss_cls": 0.49500243440270425, "decode.d5.loss_mask": 0.5914796888828278, "decode.d5.loss_dice": 0.8340781092643738, "decode.d6.loss_cls": 0.5002027489244938, "decode.d6.loss_mask": 0.5851846367120743, "decode.d6.loss_dice": 0.8150263637304306, "decode.d7.loss_cls": 0.4769441694021225, "decode.d7.loss_mask": 0.5943692415952683, "decode.d7.loss_dice": 0.8155874103307724, "decode.d8.loss_cls": 0.5055147252976895, "decode.d8.loss_mask": 0.5967839866876602, "decode.d8.loss_dice": 0.8007186442613602, "time": 0.5349739551544189, "memory": 7207, "step": 113900}
{"lr": 3.2598763679976e-06, "data_time": 0.009518980979919434, "grad_norm": 90.02321739196778, "loss": 19.670191478729247, "decode.loss_cls": 0.25227479115128515, "decode.loss_mask": 0.572593429684639, "decode.loss_dice": 0.8858782410621643, "decode.d0.loss_cls": 1.795025897026062, "decode.d0.loss_mask": 0.6347531169652939, "decode.d0.loss_dice": 0.9746115028858184, "decode.d1.loss_cls": 0.4212632365524769, "decode.d1.loss_mask": 0.5935034185647965, "decode.d1.loss_dice": 0.9552946478128433, "decode.d2.loss_cls": 0.3838541179895401, "decode.d2.loss_mask": 0.5790414214134216, "decode.d2.loss_dice": 0.9318071633577347, "decode.d3.loss_cls": 0.3487959459424019, "decode.d3.loss_mask": 0.5864804029464722, "decode.d3.loss_dice": 0.9169549942016602, "decode.d4.loss_cls": 0.3107722744345665, "decode.d4.loss_mask": 0.5840314388275146, "decode.d4.loss_dice": 0.9111241847276688, "decode.d5.loss_cls": 0.23476914018392564, "decode.d5.loss_mask": 0.5903362810611725, "decode.d5.loss_dice": 0.9200685977935791, "decode.d6.loss_cls": 0.25829006023705003, "decode.d6.loss_mask": 0.5862526923418045, "decode.d6.loss_dice": 0.909932690858841, "decode.d7.loss_cls": 0.25096253417432307, "decode.d7.loss_mask": 0.5887074559926987, "decode.d7.loss_dice": 0.9062471866607666, "decode.d8.loss_cls": 0.29246453382074833, "decode.d8.loss_mask": 0.5801688015460968, "decode.d8.loss_dice": 0.9139309585094452, "time": 0.5379664421081543, "memory": 7228, "step": 113950}
{"lr": 3.2566906480497247e-06, "data_time": 0.009296703338623046, "grad_norm": 93.47849502563477, "loss": 25.765024852752685, "decode.loss_cls": 0.5906538650393486, "decode.loss_mask": 0.6969009011983871, "decode.loss_dice": 0.9959111869335174, "decode.d0.loss_cls": 2.6441722989082335, "decode.d0.loss_mask": 0.7814132392406463, "decode.d0.loss_dice": 1.1354782789945603, "decode.d1.loss_cls": 0.8567168161273002, "decode.d1.loss_mask": 0.7055992275476456, "decode.d1.loss_dice": 1.037854227423668, "decode.d2.loss_cls": 0.6767557978630065, "decode.d2.loss_mask": 0.6970660775899887, "decode.d2.loss_dice": 1.019316065311432, "decode.d3.loss_cls": 0.7001126267015934, "decode.d3.loss_mask": 0.6877305477857589, "decode.d3.loss_dice": 0.984835946559906, "decode.d4.loss_cls": 0.6231300547719002, "decode.d4.loss_mask": 0.7069931149482727, "decode.d4.loss_dice": 1.0233970373868941, "decode.d5.loss_cls": 0.6618777170777321, "decode.d5.loss_mask": 0.6968328446149826, "decode.d5.loss_dice": 1.0035861283540726, "decode.d6.loss_cls": 0.6332963071763515, "decode.d6.loss_mask": 0.7025886625051498, "decode.d6.loss_dice": 0.9907500296831131, "decode.d7.loss_cls": 0.5894324235618115, "decode.d7.loss_mask": 0.6899329632520675, "decode.d7.loss_dice": 0.9793217211961747, "decode.d8.loss_cls": 0.5912015467882157, "decode.d8.loss_mask": 0.6850219875574112, "decode.d8.loss_dice": 0.977143543958664, "time": 0.5332452774047851, "memory": 7207, "step": 114000}
{"lr": 3.2535045818090544e-06, "data_time": 0.0095367431640625, "grad_norm": 88.50321617126465, "loss": 24.119752502441408, "decode.loss_cls": 0.5160888005048037, "decode.loss_mask": 0.5309218436479568, "decode.loss_dice": 1.145841558277607, "decode.d0.loss_cls": 1.9882390916347503, "decode.d0.loss_mask": 0.5577926993370056, "decode.d0.loss_dice": 1.4485332489013671, "decode.d1.loss_cls": 0.6915070105344057, "decode.d1.loss_mask": 0.5414730787277222, "decode.d1.loss_dice": 1.2346360705792905, "decode.d2.loss_cls": 0.5848993800580502, "decode.d2.loss_mask": 0.5368627369403839, "decode.d2.loss_dice": 1.1761075422167777, "decode.d3.loss_cls": 0.5919677782803774, "decode.d3.loss_mask": 0.5210953295230866, "decode.d3.loss_dice": 1.109349574148655, "decode.d4.loss_cls": 0.5543623637408018, "decode.d4.loss_mask": 0.5183272659778595, "decode.d4.loss_dice": 1.1282295294106006, "decode.d5.loss_cls": 0.6107440274208784, "decode.d5.loss_mask": 0.5186504662036896, "decode.d5.loss_dice": 1.0950926922261714, "decode.d6.loss_cls": 0.5654807820916176, "decode.d6.loss_mask": 0.5227230697870254, "decode.d6.loss_dice": 1.1064725659787655, "decode.d7.loss_cls": 0.5223297152668238, "decode.d7.loss_mask": 0.5245108217000961, "decode.d7.loss_dice": 1.1237252935767175, "decode.d8.loss_cls": 0.495166901499033, "decode.d8.loss_mask": 0.5255767166614532, "decode.d8.loss_dice": 1.1330426193773746, "time": 0.5374941349029541, "memory": 7293, "step": 114050}
{"lr": 3.250318168861063e-06, "data_time": 0.009377098083496094, "grad_norm": 102.37191696166992, "loss": 23.032998275756835, "decode.loss_cls": 0.3579811654984951, "decode.loss_mask": 0.6189684763550758, "decode.loss_dice": 1.0166881799697876, "decode.d0.loss_cls": 2.1422193706035615, "decode.d0.loss_mask": 0.7427854895591736, "decode.d0.loss_dice": 1.2285244584083557, "decode.d1.loss_cls": 0.5981638088822365, "decode.d1.loss_mask": 0.6500170916318894, "decode.d1.loss_dice": 1.108413228392601, "decode.d2.loss_cls": 0.48099815621972086, "decode.d2.loss_mask": 0.6375203259289265, "decode.d2.loss_dice": 1.0618501752614975, "decode.d3.loss_cls": 0.4653321117162704, "decode.d3.loss_mask": 0.6428490281105042, "decode.d3.loss_dice": 1.059930783510208, "decode.d4.loss_cls": 0.41260268464684485, "decode.d4.loss_mask": 0.6477360680699349, "decode.d4.loss_dice": 1.0497844800353051, "decode.d5.loss_cls": 0.3861579306423664, "decode.d5.loss_mask": 0.6384295403957367, "decode.d5.loss_dice": 1.028416658937931, "decode.d6.loss_cls": 0.34622750282287595, "decode.d6.loss_mask": 0.6316315807402134, "decode.d6.loss_dice": 1.0267279878258706, "decode.d7.loss_cls": 0.36094061061739924, "decode.d7.loss_mask": 0.6391902036964894, "decode.d7.loss_dice": 1.0239783391356467, "decode.d8.loss_cls": 0.32473192140460017, "decode.d8.loss_mask": 0.6353529006242752, "decode.d8.loss_dice": 1.0688482850790024, "time": 0.5351111173629761, "memory": 7212, "step": 114100}
{"lr": 3.2471314087902866e-06, "data_time": 0.009483003616333007, "grad_norm": 98.03824615478516, "loss": 23.080739974975586, "decode.loss_cls": 0.47107054851949215, "decode.loss_mask": 0.5970070898532868, "decode.loss_dice": 1.0431285679340363, "decode.d0.loss_cls": 1.9552456438541412, "decode.d0.loss_mask": 0.6548009008169174, "decode.d0.loss_dice": 1.213483002781868, "decode.d1.loss_cls": 0.6740964137017726, "decode.d1.loss_mask": 0.6024877727031708, "decode.d1.loss_dice": 1.083423802256584, "decode.d2.loss_cls": 0.5897757634520531, "decode.d2.loss_mask": 0.6050261408090591, "decode.d2.loss_dice": 1.053899385035038, "decode.d3.loss_cls": 0.5135319646447897, "decode.d3.loss_mask": 0.596495732665062, "decode.d3.loss_dice": 1.0343871682882309, "decode.d4.loss_cls": 0.4692814975976944, "decode.d4.loss_mask": 0.6019293367862701, "decode.d4.loss_dice": 1.014384950697422, "decode.d5.loss_cls": 0.44753619506955145, "decode.d5.loss_mask": 0.6039958596229553, "decode.d5.loss_dice": 1.0269448786973954, "decode.d6.loss_cls": 0.4322542406618595, "decode.d6.loss_mask": 0.6046904891729354, "decode.d6.loss_dice": 1.0346491470932961, "decode.d7.loss_cls": 0.43402337841689587, "decode.d7.loss_mask": 0.6042522132396698, "decode.d7.loss_dice": 1.0166185960173606, "decode.d8.loss_cls": 0.477719833701849, "decode.d8.loss_mask": 0.5977781534194946, "decode.d8.loss_dice": 1.026821319758892, "time": 0.5352824926376343, "memory": 7264, "step": 114150}
{"lr": 3.243944301180307e-06, "data_time": 0.009346866607666015, "grad_norm": 95.79419898986816, "loss": 19.42254524230957, "decode.loss_cls": 0.350125627219677, "decode.loss_mask": 0.5681638211011887, "decode.loss_dice": 0.8020693331956863, "decode.d0.loss_cls": 1.891132414340973, "decode.d0.loss_mask": 0.6130498439073563, "decode.d0.loss_dice": 0.9307501256465912, "decode.d1.loss_cls": 0.4481693208217621, "decode.d1.loss_mask": 0.5705035775899887, "decode.d1.loss_dice": 0.8554667472839356, "decode.d2.loss_cls": 0.41115649342536925, "decode.d2.loss_mask": 0.5748393028974533, "decode.d2.loss_dice": 0.8645081281661987, "decode.d3.loss_cls": 0.35502697080373763, "decode.d3.loss_mask": 0.5630155503749847, "decode.d3.loss_dice": 0.8304010808467865, "decode.d4.loss_cls": 0.36333083137869837, "decode.d4.loss_mask": 0.5707927644252777, "decode.d4.loss_dice": 0.8279679417610168, "decode.d5.loss_cls": 0.37375943437218667, "decode.d5.loss_mask": 0.5626642197370529, "decode.d5.loss_dice": 0.8353854507207871, "decode.d6.loss_cls": 0.38519575372338294, "decode.d6.loss_mask": 0.568299314379692, "decode.d6.loss_dice": 0.8198235780000687, "decode.d7.loss_cls": 0.348770372569561, "decode.d7.loss_mask": 0.5728335320949555, "decode.d7.loss_dice": 0.8172842562198639, "decode.d8.loss_cls": 0.34614711031317713, "decode.d8.loss_mask": 0.5655371963977813, "decode.d8.loss_dice": 0.83637575507164, "time": 0.5330624341964721, "memory": 7223, "step": 114200}
{"lr": 3.24075684561375e-06, "data_time": 0.00917954444885254, "grad_norm": 81.51781997680663, "loss": 28.546536350250243, "decode.loss_cls": 0.5845325909554958, "decode.loss_mask": 0.6229264467954636, "decode.loss_dice": 1.353929477930069, "decode.d0.loss_cls": 2.3095399379730224, "decode.d0.loss_mask": 0.7784081935882569, "decode.d0.loss_dice": 1.664581400156021, "decode.d1.loss_cls": 0.7911257028579712, "decode.d1.loss_mask": 0.6772515624761581, "decode.d1.loss_dice": 1.4340771734714508, "decode.d2.loss_cls": 0.6740633577108384, "decode.d2.loss_mask": 0.6510029315948487, "decode.d2.loss_dice": 1.421195876598358, "decode.d3.loss_cls": 0.6881268471479416, "decode.d3.loss_mask": 0.645941972732544, "decode.d3.loss_dice": 1.3840769827365875, "decode.d4.loss_cls": 0.5832956880331039, "decode.d4.loss_mask": 0.6487564325332642, "decode.d4.loss_dice": 1.3638503491878509, "decode.d5.loss_cls": 0.5963082104921341, "decode.d5.loss_mask": 0.633458936214447, "decode.d5.loss_dice": 1.377568644285202, "decode.d6.loss_cls": 0.5981518939137459, "decode.d6.loss_mask": 0.6327653884887695, "decode.d6.loss_dice": 1.3497187614440918, "decode.d7.loss_cls": 0.5752447158098221, "decode.d7.loss_mask": 0.6361857205629349, "decode.d7.loss_dice": 1.3273474872112274, "decode.d8.loss_cls": 0.5661071963608265, "decode.d8.loss_mask": 0.638826635479927, "decode.d8.loss_dice": 1.338170051574707, "time": 0.5336568832397461, "memory": 7331, "step": 114250}
{"lr": 3.2375690416722854e-06, "data_time": 0.00950627326965332, "grad_norm": 86.25662078857422, "loss": 23.406685161590577, "decode.loss_cls": 0.5456511514261365, "decode.loss_mask": 0.557845738530159, "decode.loss_dice": 0.9330023497343063, "decode.d0.loss_cls": 2.3228590965270994, "decode.d0.loss_mask": 0.6130909740924835, "decode.d0.loss_dice": 1.2303117215633392, "decode.d1.loss_cls": 0.719294186681509, "decode.d1.loss_mask": 0.5611606180667877, "decode.d1.loss_dice": 1.073805558681488, "decode.d2.loss_cls": 0.7027570240199565, "decode.d2.loss_mask": 0.5608078956604003, "decode.d2.loss_dice": 1.0134603202342987, "decode.d3.loss_cls": 0.6537549376487732, "decode.d3.loss_mask": 0.5433047473430633, "decode.d3.loss_dice": 1.0086404025554656, "decode.d4.loss_cls": 0.6755658864974976, "decode.d4.loss_mask": 0.5423954933881759, "decode.d4.loss_dice": 0.9554739117622375, "decode.d5.loss_cls": 0.5901871975511312, "decode.d5.loss_mask": 0.5471555918455124, "decode.d5.loss_dice": 0.974549287557602, "decode.d6.loss_cls": 0.5637525908648968, "decode.d6.loss_mask": 0.544549623131752, "decode.d6.loss_dice": 0.9365734696388245, "decode.d7.loss_cls": 0.542007477581501, "decode.d7.loss_mask": 0.5447595924139023, "decode.d7.loss_dice": 0.9237402677536011, "decode.d8.loss_cls": 0.5460162417963147, "decode.d8.loss_mask": 0.5474783807992936, "decode.d8.loss_dice": 0.9327331870794296, "time": 0.5324771642684937, "memory": 7245, "step": 114300}
{"lr": 3.234380888936617e-06, "data_time": 0.009397506713867188, "grad_norm": 95.14202041625977, "loss": 22.390262794494628, "decode.loss_cls": 0.631312558427453, "decode.loss_mask": 0.5366636335849762, "decode.loss_dice": 0.8238312870264053, "decode.d0.loss_cls": 2.1425262689590454, "decode.d0.loss_mask": 0.5950013935565949, "decode.d0.loss_dice": 1.0065016984939574, "decode.d1.loss_cls": 0.8505101270973683, "decode.d1.loss_mask": 0.5548316210508346, "decode.d1.loss_dice": 0.898829710483551, "decode.d2.loss_cls": 0.7445421002805233, "decode.d2.loss_mask": 0.5483481794595718, "decode.d2.loss_dice": 0.8426280647516251, "decode.d3.loss_cls": 0.7747914768755436, "decode.d3.loss_mask": 0.5456735998392105, "decode.d3.loss_dice": 0.8075672507286071, "decode.d4.loss_cls": 0.6525588575750589, "decode.d4.loss_mask": 0.5491476058959961, "decode.d4.loss_dice": 0.8273279309272766, "decode.d5.loss_cls": 0.7411290377378463, "decode.d5.loss_mask": 0.534483477473259, "decode.d5.loss_dice": 0.796824648976326, "decode.d6.loss_cls": 0.623150734975934, "decode.d6.loss_mask": 0.5375695347785949, "decode.d6.loss_dice": 0.8410420566797256, "decode.d7.loss_cls": 0.6155606783926487, "decode.d7.loss_mask": 0.5347205609083175, "decode.d7.loss_dice": 0.8350179076194764, "decode.d8.loss_cls": 0.6414035476744175, "decode.d8.loss_mask": 0.5240491539239883, "decode.d8.loss_dice": 0.8327181428670883, "time": 0.5326918125152588, "memory": 7317, "step": 114350}
{"lr": 3.231192386986492e-06, "data_time": 0.009541821479797364, "grad_norm": 103.45755004882812, "loss": 21.6514874458313, "decode.loss_cls": 0.4234791167080402, "decode.loss_mask": 0.6459064304828643, "decode.loss_dice": 0.9007945336401463, "decode.d0.loss_cls": 1.8043412446975708, "decode.d0.loss_mask": 0.6665538281202317, "decode.d0.loss_dice": 1.0245453730225562, "decode.d1.loss_cls": 0.5667522117495537, "decode.d1.loss_mask": 0.6373309925198555, "decode.d1.loss_dice": 0.9644844077527523, "decode.d2.loss_cls": 0.5295516088604927, "decode.d2.loss_mask": 0.6480204492807389, "decode.d2.loss_dice": 0.9557167828083039, "decode.d3.loss_cls": 0.4765897825360298, "decode.d3.loss_mask": 0.6572627246379852, "decode.d3.loss_dice": 0.9153458960354328, "decode.d4.loss_cls": 0.4575049266219139, "decode.d4.loss_mask": 0.664909215271473, "decode.d4.loss_dice": 0.9043064221739769, "decode.d5.loss_cls": 0.40915864184498785, "decode.d5.loss_mask": 0.639026926457882, "decode.d5.loss_dice": 0.9036218442022801, "decode.d6.loss_cls": 0.41726465448737143, "decode.d6.loss_mask": 0.6338343933224678, "decode.d6.loss_dice": 0.9031611084938049, "decode.d7.loss_cls": 0.4328743480145931, "decode.d7.loss_mask": 0.626574058830738, "decode.d7.loss_dice": 0.8824973426759243, "decode.d8.loss_cls": 0.43173052966594694, "decode.d8.loss_mask": 0.6376259654760361, "decode.d8.loss_dice": 0.8907219290733337, "time": 0.5618508338928223, "memory": 7233, "step": 114400}
{"lr": 3.2280035354006814e-06, "data_time": 0.00964205265045166, "grad_norm": 84.24939041137695, "loss": 21.812037849426268, "decode.loss_cls": 0.352910728007555, "decode.loss_mask": 0.6195863157510757, "decode.loss_dice": 0.9306089282035828, "decode.d0.loss_cls": 1.9561442732810974, "decode.d0.loss_mask": 0.7234722912311554, "decode.d0.loss_dice": 1.1221254885196685, "decode.d1.loss_cls": 0.5595533646643162, "decode.d1.loss_mask": 0.6475933372974396, "decode.d1.loss_dice": 1.0080346643924714, "decode.d2.loss_cls": 0.4725467532873154, "decode.d2.loss_mask": 0.6397286891937256, "decode.d2.loss_dice": 1.0015657544136047, "decode.d3.loss_cls": 0.46877816021442414, "decode.d3.loss_mask": 0.6256732434034348, "decode.d3.loss_dice": 0.9559521675109863, "decode.d4.loss_cls": 0.43083645328879355, "decode.d4.loss_mask": 0.6293247163295745, "decode.d4.loss_dice": 0.9485532641410828, "decode.d5.loss_cls": 0.41241610422730446, "decode.d5.loss_mask": 0.6246027052402496, "decode.d5.loss_dice": 0.9597542941570282, "decode.d6.loss_cls": 0.354833747446537, "decode.d6.loss_mask": 0.614813095331192, "decode.d6.loss_dice": 0.9326864600181579, "decode.d7.loss_cls": 0.342354254424572, "decode.d7.loss_mask": 0.6180629730224609, "decode.d7.loss_dice": 0.9342160999774933, "decode.d8.loss_cls": 0.36086503565311434, "decode.d8.loss_mask": 0.6211496978998184, "decode.d8.loss_dice": 0.9432947754859924, "time": 0.5335750102996826, "memory": 7276, "step": 114450}
{"lr": 3.2248143337569923e-06, "data_time": 0.009335207939147949, "grad_norm": 85.141357421875, "loss": 18.14248628616333, "decode.loss_cls": 0.2748718686401844, "decode.loss_mask": 0.550346440076828, "decode.loss_dice": 0.755281326174736, "decode.d0.loss_cls": 1.6249832153320312, "decode.d0.loss_mask": 0.6810484737157821, "decode.d0.loss_dice": 0.90429667532444, "decode.d1.loss_cls": 0.3930423490703106, "decode.d1.loss_mask": 0.6337392866611481, "decode.d1.loss_dice": 0.8379460126161575, "decode.d2.loss_cls": 0.3713292978703976, "decode.d2.loss_mask": 0.5942247569561004, "decode.d2.loss_dice": 0.8059142291545868, "decode.d3.loss_cls": 0.3636173106729984, "decode.d3.loss_mask": 0.5623784929513931, "decode.d3.loss_dice": 0.7633822590112687, "decode.d4.loss_cls": 0.2967739537358284, "decode.d4.loss_mask": 0.555642518401146, "decode.d4.loss_dice": 0.7751912102103233, "decode.d5.loss_cls": 0.30662849694490435, "decode.d5.loss_mask": 0.5506108120083809, "decode.d5.loss_dice": 0.7625308483839035, "decode.d6.loss_cls": 0.2873131848871708, "decode.d6.loss_mask": 0.553316368162632, "decode.d6.loss_dice": 0.7514499798417091, "decode.d7.loss_cls": 0.28277821093797684, "decode.d7.loss_mask": 0.5543718054890633, "decode.d7.loss_dice": 0.7815815925598144, "decode.d8.loss_cls": 0.25734696388244627, "decode.d8.loss_mask": 0.5491118341684341, "decode.d8.loss_dice": 0.761436541378498, "time": 0.5344147920608521, "memory": 7183, "step": 114500}
{"lr": 3.2216247816322506e-06, "data_time": 0.009621167182922363, "grad_norm": 81.2270694732666, "loss": 21.43331995010376, "decode.loss_cls": 0.6297181531786918, "decode.loss_mask": 0.5099999576807022, "decode.loss_dice": 0.7253617286682129, "decode.d0.loss_cls": 2.2987672686576843, "decode.d0.loss_mask": 0.6064883232116699, "decode.d0.loss_dice": 0.9104113698005676, "decode.d1.loss_cls": 0.7456909820437432, "decode.d1.loss_mask": 0.5687347263097763, "decode.d1.loss_dice": 0.8537987351417542, "decode.d2.loss_cls": 0.7119807451963425, "decode.d2.loss_mask": 0.5585750609636306, "decode.d2.loss_dice": 0.8104094445705414, "decode.d3.loss_cls": 0.6692768186330795, "decode.d3.loss_mask": 0.5388263404369354, "decode.d3.loss_dice": 0.791751965880394, "decode.d4.loss_cls": 0.6735471859574318, "decode.d4.loss_mask": 0.5229841738939285, "decode.d4.loss_dice": 0.749898374080658, "decode.d5.loss_cls": 0.6131355091929436, "decode.d5.loss_mask": 0.5266718775033951, "decode.d5.loss_dice": 0.7667449653148651, "decode.d6.loss_cls": 0.618841452896595, "decode.d6.loss_mask": 0.5183652579784394, "decode.d6.loss_dice": 0.7519563257694244, "decode.d7.loss_cls": 0.6206668302416801, "decode.d7.loss_mask": 0.514011487364769, "decode.d7.loss_dice": 0.7395997881889343, "decode.d8.loss_cls": 0.6259500876069068, "decode.d8.loss_mask": 0.5163531124591827, "decode.d8.loss_dice": 0.7448020666837692, "time": 0.5360501766204834, "memory": 7311, "step": 114550}
{"lr": 3.21843487860231e-06, "data_time": 0.009492182731628418, "grad_norm": 97.33600006103515, "loss": 17.880982208251954, "decode.loss_cls": 0.39425080791115763, "decode.loss_mask": 0.568883691728115, "decode.loss_dice": 0.6544283539056778, "decode.d0.loss_cls": 1.9767588019371032, "decode.d0.loss_mask": 0.6157095700502395, "decode.d0.loss_dice": 0.7692748844623566, "decode.d1.loss_cls": 0.4844245627522469, "decode.d1.loss_mask": 0.5756569355726242, "decode.d1.loss_dice": 0.7025753945112229, "decode.d2.loss_cls": 0.39808131009340286, "decode.d2.loss_mask": 0.560769784450531, "decode.d2.loss_dice": 0.6670259192585946, "decode.d3.loss_cls": 0.37540425062179567, "decode.d3.loss_mask": 0.5582544833421708, "decode.d3.loss_dice": 0.6729828804731369, "decode.d4.loss_cls": 0.4026419669389725, "decode.d4.loss_mask": 0.5610618770122529, "decode.d4.loss_dice": 0.6694762170314789, "decode.d5.loss_cls": 0.3620536684989929, "decode.d5.loss_mask": 0.5450028643012047, "decode.d5.loss_dice": 0.6697895184159279, "decode.d6.loss_cls": 0.3440061666071415, "decode.d6.loss_mask": 0.5548795819282532, "decode.d6.loss_dice": 0.6505650401115417, "decode.d7.loss_cls": 0.3541941463947296, "decode.d7.loss_mask": 0.5539027869701385, "decode.d7.loss_dice": 0.6493032246828079, "decode.d8.loss_cls": 0.367936110496521, "decode.d8.loss_mask": 0.5692845195531845, "decode.d8.loss_dice": 0.6524024531245232, "time": 0.558617377281189, "memory": 7204, "step": 114600}
{"lr": 3.215244624242045e-06, "data_time": 0.009556794166564941, "grad_norm": 99.94754600524902, "loss": 22.6147798538208, "decode.loss_cls": 0.6428520955145359, "decode.loss_mask": 0.5299084350466728, "decode.loss_dice": 0.7836645558476448, "decode.d0.loss_cls": 1.9730092525482177, "decode.d0.loss_mask": 0.6525898724794388, "decode.d0.loss_dice": 0.9797861069440842, "decode.d1.loss_cls": 0.9537703603506088, "decode.d1.loss_mask": 0.5928456842899322, "decode.d1.loss_dice": 0.8920149505138397, "decode.d2.loss_cls": 0.8925048232078552, "decode.d2.loss_mask": 0.5648869544267654, "decode.d2.loss_dice": 0.85996213555336, "decode.d3.loss_cls": 0.7437120273709297, "decode.d3.loss_mask": 0.5487098723649979, "decode.d3.loss_dice": 0.8266524314880371, "decode.d4.loss_cls": 0.7573634959757328, "decode.d4.loss_mask": 0.5363174974918365, "decode.d4.loss_dice": 0.825502586364746, "decode.d5.loss_cls": 0.6902328722178936, "decode.d5.loss_mask": 0.5337020769715309, "decode.d5.loss_dice": 0.807082661986351, "decode.d6.loss_cls": 0.6601456359028817, "decode.d6.loss_mask": 0.5432929024100304, "decode.d6.loss_dice": 0.7942853577435016, "decode.d7.loss_cls": 0.665743599832058, "decode.d7.loss_mask": 0.536930687725544, "decode.d7.loss_dice": 0.8256239950656891, "decode.d8.loss_cls": 0.6708052724599838, "decode.d8.loss_mask": 0.5319464087486268, "decode.d8.loss_dice": 0.7989353932440281, "time": 0.5365067720413208, "memory": 7229, "step": 114650}
{"lr": 3.21205401812534e-06, "data_time": 0.009206819534301757, "grad_norm": 84.23160705566406, "loss": 17.727022409439087, "decode.loss_cls": 0.3764200447127223, "decode.loss_mask": 0.523972001671791, "decode.loss_dice": 0.7073049709200859, "decode.d0.loss_cls": 1.6960672616958619, "decode.d0.loss_mask": 0.5725747406482696, "decode.d0.loss_dice": 0.7923041135072708, "decode.d1.loss_cls": 0.42821480948477986, "decode.d1.loss_mask": 0.5511808291077613, "decode.d1.loss_dice": 0.7738897070288658, "decode.d2.loss_cls": 0.33175675198435783, "decode.d2.loss_mask": 0.5709469154477119, "decode.d2.loss_dice": 0.7398716375231743, "decode.d3.loss_cls": 0.3439112612977624, "decode.d3.loss_mask": 0.5554776906967163, "decode.d3.loss_dice": 0.6942598715424537, "decode.d4.loss_cls": 0.3762947369366884, "decode.d4.loss_mask": 0.5484280347824096, "decode.d4.loss_dice": 0.7112882167100907, "decode.d5.loss_cls": 0.3926414947025478, "decode.d5.loss_mask": 0.5126808851957321, "decode.d5.loss_dice": 0.6879189372062683, "decode.d6.loss_cls": 0.4103983988985419, "decode.d6.loss_mask": 0.5420420855283737, "decode.d6.loss_dice": 0.7201372116804123, "decode.d7.loss_cls": 0.41189134065061805, "decode.d7.loss_mask": 0.5010993346571923, "decode.d7.loss_dice": 0.6615462735295295, "decode.d8.loss_cls": 0.38883889708667996, "decode.d8.loss_mask": 0.5096940591931343, "decode.d8.loss_dice": 0.6939691588282585, "time": 0.5373713731765747, "memory": 7207, "step": 114700}
{"lr": 3.208863059825092e-06, "data_time": 0.009347844123840331, "grad_norm": 104.61220779418946, "loss": 19.764691638946534, "decode.loss_cls": 0.3636380132287741, "decode.loss_mask": 0.5457204133272171, "decode.loss_dice": 0.8003369688987731, "decode.d0.loss_cls": 1.8744987964630127, "decode.d0.loss_mask": 0.63826664686203, "decode.d0.loss_dice": 0.9684685885906219, "decode.d1.loss_cls": 0.6111802116036416, "decode.d1.loss_mask": 0.5991716474294663, "decode.d1.loss_dice": 0.8958127856254577, "decode.d2.loss_cls": 0.4966181769967079, "decode.d2.loss_mask": 0.559494960308075, "decode.d2.loss_dice": 0.8330376416444778, "decode.d3.loss_cls": 0.4362192749977112, "decode.d3.loss_mask": 0.566636735200882, "decode.d3.loss_dice": 0.8405517280101776, "decode.d4.loss_cls": 0.4383978612720966, "decode.d4.loss_mask": 0.5424280136823654, "decode.d4.loss_dice": 0.8135146379470826, "decode.d5.loss_cls": 0.35272641107439995, "decode.d5.loss_mask": 0.5560562029480934, "decode.d5.loss_dice": 0.8356273949146271, "decode.d6.loss_cls": 0.37596743181347847, "decode.d6.loss_mask": 0.5539778381586075, "decode.d6.loss_dice": 0.8029505908489227, "decode.d7.loss_cls": 0.3630534902215004, "decode.d7.loss_mask": 0.5509273082017898, "decode.d7.loss_dice": 0.8190858393907547, "decode.d8.loss_cls": 0.3742881424725056, "decode.d8.loss_mask": 0.5521041214466095, "decode.d8.loss_dice": 0.8039337694644928, "time": 0.5334803104400635, "memory": 7195, "step": 114750}
{"lr": 3.205671748913211e-06, "data_time": 0.009395503997802734, "grad_norm": 87.53732414245606, "loss": 22.64118423461914, "decode.loss_cls": 0.3680477410554886, "decode.loss_mask": 0.663413080573082, "decode.loss_dice": 0.9717795789241791, "decode.d0.loss_cls": 2.064210855960846, "decode.d0.loss_mask": 0.6442835986614227, "decode.d0.loss_dice": 1.0595472931861878, "decode.d1.loss_cls": 0.5385561749339104, "decode.d1.loss_mask": 0.6458285719156265, "decode.d1.loss_dice": 1.0057645916938782, "decode.d2.loss_cls": 0.5434613525867462, "decode.d2.loss_mask": 0.6254677176475525, "decode.d2.loss_dice": 0.9701142847537995, "decode.d3.loss_cls": 0.5451698064804077, "decode.d3.loss_mask": 0.6315452307462692, "decode.d3.loss_dice": 0.9549124538898468, "decode.d4.loss_cls": 0.46162021309137347, "decode.d4.loss_mask": 0.6524317741394043, "decode.d4.loss_dice": 0.9723408818244934, "decode.d5.loss_cls": 0.4777900204062462, "decode.d5.loss_mask": 0.6495958358049393, "decode.d5.loss_dice": 0.9602167546749115, "decode.d6.loss_cls": 0.48387770652770995, "decode.d6.loss_mask": 0.6614253968000412, "decode.d6.loss_dice": 0.9599904835224151, "decode.d7.loss_cls": 0.47085347175598147, "decode.d7.loss_mask": 0.6554178923368454, "decode.d7.loss_dice": 0.9477822005748748, "decode.d8.loss_cls": 0.437540628015995, "decode.d8.loss_mask": 0.6555294007062912, "decode.d8.loss_dice": 0.962669175863266, "time": 0.5601272821426392, "memory": 7215, "step": 114800}
{"lr": 3.202480084960612e-06, "data_time": 0.0093522310256958, "grad_norm": 104.22235908508301, "loss": 19.850291299819947, "decode.loss_cls": 0.3327886454761028, "decode.loss_mask": 0.551790189743042, "decode.loss_dice": 0.8721675723791122, "decode.d0.loss_cls": 1.7733343124389649, "decode.d0.loss_mask": 0.6349225223064423, "decode.d0.loss_dice": 1.0848683312535286, "decode.d1.loss_cls": 0.5168802425265312, "decode.d1.loss_mask": 0.5724849432706833, "decode.d1.loss_dice": 0.9286298245191574, "decode.d2.loss_cls": 0.4388007618486881, "decode.d2.loss_mask": 0.5606183260679245, "decode.d2.loss_dice": 0.8937145680189132, "decode.d3.loss_cls": 0.4287875860929489, "decode.d3.loss_mask": 0.5359271734952926, "decode.d3.loss_dice": 0.8559261947870255, "decode.d4.loss_cls": 0.39533219672739506, "decode.d4.loss_mask": 0.5553419947624206, "decode.d4.loss_dice": 0.8713120967149734, "decode.d5.loss_cls": 0.3672549895942211, "decode.d5.loss_mask": 0.5542991310358047, "decode.d5.loss_dice": 0.8604108989238739, "decode.d6.loss_cls": 0.35557117834687235, "decode.d6.loss_mask": 0.5537760496139527, "decode.d6.loss_dice": 0.8792539983987808, "decode.d7.loss_cls": 0.3406125444918871, "decode.d7.loss_mask": 0.5511137127876282, "decode.d7.loss_dice": 0.8630211606621743, "decode.d8.loss_cls": 0.31286957338452337, "decode.d8.loss_mask": 0.547944501042366, "decode.d8.loss_dice": 0.8605365455150604, "time": 0.5337966680526733, "memory": 7227, "step": 114850}
{"lr": 3.199288067537207e-06, "data_time": 0.009724140167236328, "grad_norm": 86.73664093017578, "loss": 19.991998863220214, "decode.loss_cls": 0.3695505388081074, "decode.loss_mask": 0.5795634537935257, "decode.loss_dice": 0.7749855518341064, "decode.d0.loss_cls": 2.15220502614975, "decode.d0.loss_mask": 0.6058825254440308, "decode.d0.loss_dice": 0.9159293472766876, "decode.d1.loss_cls": 0.5807771623134613, "decode.d1.loss_mask": 0.575343343615532, "decode.d1.loss_dice": 0.8639004826545715, "decode.d2.loss_cls": 0.5597064405679703, "decode.d2.loss_mask": 0.5684918895363807, "decode.d2.loss_dice": 0.7932010173797608, "decode.d3.loss_cls": 0.4908170193433762, "decode.d3.loss_mask": 0.5649851590394974, "decode.d3.loss_dice": 0.7822222054004669, "decode.d4.loss_cls": 0.4472955487668514, "decode.d4.loss_mask": 0.5707183241844177, "decode.d4.loss_dice": 0.7905333697795868, "decode.d5.loss_cls": 0.41377336010336874, "decode.d5.loss_mask": 0.5738965988159179, "decode.d5.loss_dice": 0.8175482749938965, "decode.d6.loss_cls": 0.412837291508913, "decode.d6.loss_mask": 0.5710374593734742, "decode.d6.loss_dice": 0.7648133039474487, "decode.d7.loss_cls": 0.3716548129916191, "decode.d7.loss_mask": 0.5845213502645492, "decode.d7.loss_dice": 0.7804141759872436, "decode.d8.loss_cls": 0.385210969299078, "decode.d8.loss_mask": 0.5709609299898147, "decode.d8.loss_dice": 0.759221762418747, "time": 0.5336953163146972, "memory": 7235, "step": 114900}
{"lr": 3.19609569621191e-06, "data_time": 0.009299516677856445, "grad_norm": 97.49880828857422, "loss": 21.5553391456604, "decode.loss_cls": 0.3083559960126877, "decode.loss_mask": 0.6393941849470138, "decode.loss_dice": 0.9358297750353813, "decode.d0.loss_cls": 1.8809350728988647, "decode.d0.loss_mask": 0.698949110507965, "decode.d0.loss_dice": 1.0662545323371888, "decode.d1.loss_cls": 0.5549452804028988, "decode.d1.loss_mask": 0.6700757354497909, "decode.d1.loss_dice": 0.9931770727038384, "decode.d2.loss_cls": 0.4597257781773806, "decode.d2.loss_mask": 0.6261309921741486, "decode.d2.loss_dice": 0.9723677128553391, "decode.d3.loss_cls": 0.45184059888124467, "decode.d3.loss_mask": 0.6184464663267135, "decode.d3.loss_dice": 0.9658855080604554, "decode.d4.loss_cls": 0.38414028063416483, "decode.d4.loss_mask": 0.6274212300777435, "decode.d4.loss_dice": 0.9694283470511437, "decode.d5.loss_cls": 0.37464299649000166, "decode.d5.loss_mask": 0.6354494035243988, "decode.d5.loss_dice": 0.9835842728614808, "decode.d6.loss_cls": 0.3610116083174944, "decode.d6.loss_mask": 0.6284434258937835, "decode.d6.loss_dice": 0.9478534057736396, "decode.d7.loss_cls": 0.3283521253615618, "decode.d7.loss_mask": 0.6312331140041352, "decode.d7.loss_dice": 0.9462401986122131, "decode.d8.loss_cls": 0.3045428268611431, "decode.d8.loss_mask": 0.6352036505937576, "decode.d8.loss_dice": 0.9554786339402199, "time": 0.5331619262695313, "memory": 7204, "step": 114950}
{"lr": 3.1929029705526305e-06, "data_time": 0.009264135360717773, "grad_norm": 99.71884765625, "loss": 20.2920166015625, "decode.loss_cls": 0.44221830666065215, "decode.loss_mask": 0.5119793117046356, "decode.loss_dice": 0.7821121692657471, "decode.d0.loss_cls": 2.164464020729065, "decode.d0.loss_mask": 0.6121279269456863, "decode.d0.loss_dice": 0.938082578778267, "decode.d1.loss_cls": 0.7232690170407295, "decode.d1.loss_mask": 0.5556002616882324, "decode.d1.loss_dice": 0.8295780807733536, "decode.d2.loss_cls": 0.5948554337024688, "decode.d2.loss_mask": 0.5334553271532059, "decode.d2.loss_dice": 0.7760772585868836, "decode.d3.loss_cls": 0.5777028679847718, "decode.d3.loss_mask": 0.5251181185245514, "decode.d3.loss_dice": 0.7628904849290847, "decode.d4.loss_cls": 0.5461953476071357, "decode.d4.loss_mask": 0.5345653682947159, "decode.d4.loss_dice": 0.7808373242616653, "decode.d5.loss_cls": 0.49586353823542595, "decode.d5.loss_mask": 0.5317034780979156, "decode.d5.loss_dice": 0.7804876148700715, "decode.d6.loss_cls": 0.46580022424459455, "decode.d6.loss_mask": 0.5198201358318328, "decode.d6.loss_dice": 0.7791250884532929, "decode.d7.loss_cls": 0.44325111135840417, "decode.d7.loss_mask": 0.5205453634262085, "decode.d7.loss_dice": 0.7833732396364212, "decode.d8.loss_cls": 0.4921251893043518, "decode.d8.loss_mask": 0.5182087272405624, "decode.d8.loss_dice": 0.7705834686756134, "time": 0.5343410015106201, "memory": 7255, "step": 115000}
{"aAcc": 84.27, "mIoU": 52.45, "mAcc": 65.99, "data_time": 0.001884825201148531, "time": 0.18403917289825075, "step": 115000}
{"lr": 3.189709890126269e-06, "data_time": 0.009490370750427246, "grad_norm": 97.9645336151123, "loss": 24.09902458190918, "decode.loss_cls": 0.35802143812179565, "decode.loss_mask": 0.7402269750833511, "decode.loss_dice": 1.0132465541362763, "decode.d0.loss_cls": 2.0095877587795257, "decode.d0.loss_mask": 0.8692493557929992, "decode.d0.loss_dice": 1.206724339723587, "decode.d1.loss_cls": 0.5865873292088508, "decode.d1.loss_mask": 0.8018606394529343, "decode.d1.loss_dice": 1.1223599851131438, "decode.d2.loss_cls": 0.5874251037836075, "decode.d2.loss_mask": 0.7746911108493805, "decode.d2.loss_dice": 1.025937122106552, "decode.d3.loss_cls": 0.4473389729857445, "decode.d3.loss_mask": 0.7565137088298798, "decode.d3.loss_dice": 1.0082884907722474, "decode.d4.loss_cls": 0.42184859812259673, "decode.d4.loss_mask": 0.7548903942108154, "decode.d4.loss_dice": 1.0012872397899628, "decode.d5.loss_cls": 0.39578661918640134, "decode.d5.loss_mask": 0.7572312116622925, "decode.d5.loss_dice": 1.0162056684494019, "decode.d6.loss_cls": 0.38380938172340395, "decode.d6.loss_mask": 0.7547805815935135, "decode.d6.loss_dice": 1.0266476720571518, "decode.d7.loss_cls": 0.4026799380779266, "decode.d7.loss_mask": 0.7428049057722091, "decode.d7.loss_dice": 1.0040577441453933, "decode.d8.loss_cls": 0.3630871705710888, "decode.d8.loss_mask": 0.7437336504459381, "decode.d8.loss_dice": 1.0221155107021331, "time": 0.5329294443130493, "memory": 7257, "step": 115050}
{"lr": 3.1865164544987174e-06, "data_time": 0.009681105613708496, "grad_norm": 95.98770332336426, "loss": 20.722227001190184, "decode.loss_cls": 0.3891678746789694, "decode.loss_mask": 0.5544806018471717, "decode.loss_dice": 0.8784410864114761, "decode.d0.loss_cls": 1.8115031480789185, "decode.d0.loss_mask": 0.6480775266885758, "decode.d0.loss_dice": 1.0589572310447692, "decode.d1.loss_cls": 0.597834476083517, "decode.d1.loss_mask": 0.6156189426779747, "decode.d1.loss_dice": 0.9295858651399612, "decode.d2.loss_cls": 0.5468770615756512, "decode.d2.loss_mask": 0.5751188859343529, "decode.d2.loss_dice": 0.9102372884750366, "decode.d3.loss_cls": 0.462462692707777, "decode.d3.loss_mask": 0.5690771400928497, "decode.d3.loss_dice": 0.8785494238138198, "decode.d4.loss_cls": 0.46442116163671016, "decode.d4.loss_mask": 0.5618792325258255, "decode.d4.loss_dice": 0.8809888362884521, "decode.d5.loss_cls": 0.4446929071098566, "decode.d5.loss_mask": 0.5598555400967598, "decode.d5.loss_dice": 0.8907240569591522, "decode.d6.loss_cls": 0.39277593083679674, "decode.d6.loss_mask": 0.5523453131318092, "decode.d6.loss_dice": 0.8838331073522567, "decode.d7.loss_cls": 0.3970205675810575, "decode.d7.loss_mask": 0.5529111921787262, "decode.d7.loss_dice": 0.8704885810613632, "decode.d8.loss_cls": 0.4096770092844963, "decode.d8.loss_mask": 0.5573252260684967, "decode.d8.loss_dice": 0.8772988080978393, "time": 0.5579795837402344, "memory": 7233, "step": 115100}
{"lr": 3.1833226632348477e-06, "data_time": 0.00962684154510498, "grad_norm": 86.45838508605956, "loss": 22.71291847229004, "decode.loss_cls": 0.48618019446730615, "decode.loss_mask": 0.5590305969119072, "decode.loss_dice": 0.9636945813894272, "decode.d0.loss_cls": 2.185408353805542, "decode.d0.loss_mask": 0.6695023313164711, "decode.d0.loss_dice": 1.1276396006345748, "decode.d1.loss_cls": 0.7674167439341545, "decode.d1.loss_mask": 0.5567671209573746, "decode.d1.loss_dice": 0.9909743785858154, "decode.d2.loss_cls": 0.6578798085451126, "decode.d2.loss_mask": 0.5696279734373093, "decode.d2.loss_dice": 0.9841429919004441, "decode.d3.loss_cls": 0.6012748807668686, "decode.d3.loss_mask": 0.5626762211322784, "decode.d3.loss_dice": 0.9401599168777466, "decode.d4.loss_cls": 0.5625919133424759, "decode.d4.loss_mask": 0.5597033143043518, "decode.d4.loss_dice": 0.9585870802402496, "decode.d5.loss_cls": 0.5135101087391376, "decode.d5.loss_mask": 0.5547948345541954, "decode.d5.loss_dice": 0.9414909720420838, "decode.d6.loss_cls": 0.5084462441504002, "decode.d6.loss_mask": 0.5502821356058121, "decode.d6.loss_dice": 0.9480952799320221, "decode.d7.loss_cls": 0.49004885256290437, "decode.d7.loss_mask": 0.5534925013780594, "decode.d7.loss_dice": 0.9276442170143128, "decode.d8.loss_cls": 0.5013231113553047, "decode.d8.loss_mask": 0.55697221159935, "decode.d8.loss_dice": 0.9635601818561554, "time": 0.5338244676589966, "memory": 7288, "step": 115150}
{"lr": 3.1801285158985152e-06, "data_time": 0.009406971931457519, "grad_norm": 80.65762176513672, "loss": 21.50975708961487, "decode.loss_cls": 0.4653546415269375, "decode.loss_mask": 0.5116617769002915, "decode.loss_dice": 0.9179201886057854, "decode.d0.loss_cls": 1.8917907893657684, "decode.d0.loss_mask": 0.6103337198495865, "decode.d0.loss_dice": 1.050101774930954, "decode.d1.loss_cls": 0.6454493492841721, "decode.d1.loss_mask": 0.5640046656131744, "decode.d1.loss_dice": 0.9789788782596588, "decode.d2.loss_cls": 0.6368539944291115, "decode.d2.loss_mask": 0.5193190008401871, "decode.d2.loss_dice": 0.9430792719125748, "decode.d3.loss_cls": 0.6846045836806297, "decode.d3.loss_mask": 0.5118714720010757, "decode.d3.loss_dice": 0.9061823844909668, "decode.d4.loss_cls": 0.5571204759180546, "decode.d4.loss_mask": 0.526052039861679, "decode.d4.loss_dice": 0.9291310280561447, "decode.d5.loss_cls": 0.48518882468342783, "decode.d5.loss_mask": 0.504805651307106, "decode.d5.loss_dice": 0.9230636596679688, "decode.d6.loss_cls": 0.5051055163145065, "decode.d6.loss_mask": 0.5035259276628494, "decode.d6.loss_dice": 0.9011832743883132, "decode.d7.loss_cls": 0.4749226689338684, "decode.d7.loss_mask": 0.5126777321100235, "decode.d7.loss_dice": 0.9154558062553406, "decode.d8.loss_cls": 0.5098869636654854, "decode.d8.loss_mask": 0.5157648116350174, "decode.d8.loss_dice": 0.9083653405308724, "time": 0.5345513343811035, "memory": 7219, "step": 115200}
{"lr": 3.1769340120525518e-06, "data_time": 0.009348249435424805, "grad_norm": 96.8021354675293, "loss": 20.829123735427856, "decode.loss_cls": 0.4464960994198918, "decode.loss_mask": 0.5052565410733223, "decode.loss_dice": 0.871744691580534, "decode.d0.loss_cls": 1.9937241673469543, "decode.d0.loss_mask": 0.628594446182251, "decode.d0.loss_dice": 1.0186381787061691, "decode.d1.loss_cls": 0.5807146176695823, "decode.d1.loss_mask": 0.5254441946744919, "decode.d1.loss_dice": 0.9629931807518005, "decode.d2.loss_cls": 0.5784047789871692, "decode.d2.loss_mask": 0.5224414512515068, "decode.d2.loss_dice": 0.8870865538716316, "decode.d3.loss_cls": 0.5942199986428023, "decode.d3.loss_mask": 0.5182439148426056, "decode.d3.loss_dice": 0.865191637724638, "decode.d4.loss_cls": 0.5628832364454865, "decode.d4.loss_mask": 0.525343795120716, "decode.d4.loss_dice": 0.8379263415932655, "decode.d5.loss_cls": 0.5363518454134464, "decode.d5.loss_mask": 0.5114076286554337, "decode.d5.loss_dice": 0.8392755322158336, "decode.d6.loss_cls": 0.5404767522588372, "decode.d6.loss_mask": 0.49870252758264544, "decode.d6.loss_dice": 0.846205610781908, "decode.d7.loss_cls": 0.4949058681726456, "decode.d7.loss_mask": 0.49988001883029937, "decode.d7.loss_dice": 0.8494316302239895, "decode.d8.loss_cls": 0.4450704053044319, "decode.d8.loss_mask": 0.5042534351348877, "decode.d8.loss_dice": 0.837814548611641, "time": 0.5610755920410156, "memory": 7274, "step": 115250}
{"lr": 3.173739151258764e-06, "data_time": 0.009505772590637207, "grad_norm": 98.39263534545898, "loss": 24.4745343208313, "decode.loss_cls": 0.587116327881813, "decode.loss_mask": 0.7141630083322525, "decode.loss_dice": 0.8243898808956146, "decode.d0.loss_cls": 2.445972406864166, "decode.d0.loss_mask": 0.787506303191185, "decode.d0.loss_dice": 1.0499373495578765, "decode.d1.loss_cls": 0.8722824841737747, "decode.d1.loss_mask": 0.7443845421075821, "decode.d1.loss_dice": 0.8977089107036591, "decode.d2.loss_cls": 0.7689987778663635, "decode.d2.loss_mask": 0.7261667340993881, "decode.d2.loss_dice": 0.8839064866304398, "decode.d3.loss_cls": 0.6683340698480607, "decode.d3.loss_mask": 0.6906096577644348, "decode.d3.loss_dice": 0.8456113815307618, "decode.d4.loss_cls": 0.674021789431572, "decode.d4.loss_mask": 0.7144990473985672, "decode.d4.loss_dice": 0.8659647315740585, "decode.d5.loss_cls": 0.6786434322595596, "decode.d5.loss_mask": 0.7071806788444519, "decode.d5.loss_dice": 0.8495380401611328, "decode.d6.loss_cls": 0.6473681300878524, "decode.d6.loss_mask": 0.6896783113479614, "decode.d6.loss_dice": 0.8177720665931701, "decode.d7.loss_cls": 0.6373476922512055, "decode.d7.loss_mask": 0.6955229371786118, "decode.d7.loss_dice": 0.8311334848403931, "decode.d8.loss_cls": 0.609011498093605, "decode.d8.loss_mask": 0.7198526680469512, "decode.d8.loss_dice": 0.8299114167690277, "time": 0.534137773513794, "memory": 7262, "step": 115300}
{"lr": 3.1705439330779325e-06, "data_time": 0.009326648712158204, "grad_norm": 93.54323883056641, "loss": 20.007963705062867, "decode.loss_cls": 0.3029589673504233, "decode.loss_mask": 0.586192698776722, "decode.loss_dice": 0.8653007686138153, "decode.d0.loss_cls": 1.9674579620361328, "decode.d0.loss_mask": 0.6113839626312256, "decode.d0.loss_dice": 0.9895654886960983, "decode.d1.loss_cls": 0.5372619941830635, "decode.d1.loss_mask": 0.5956271812319756, "decode.d1.loss_dice": 0.917738926410675, "decode.d2.loss_cls": 0.44630754701793196, "decode.d2.loss_mask": 0.5721728131175041, "decode.d2.loss_dice": 0.8865771532058716, "decode.d3.loss_cls": 0.38984827138483524, "decode.d3.loss_mask": 0.5873344331979752, "decode.d3.loss_dice": 0.8693543374538422, "decode.d4.loss_cls": 0.31965325474739076, "decode.d4.loss_mask": 0.5869001820683479, "decode.d4.loss_dice": 0.8953654080629349, "decode.d5.loss_cls": 0.32856476567685605, "decode.d5.loss_mask": 0.5882079243659973, "decode.d5.loss_dice": 0.872606298327446, "decode.d6.loss_cls": 0.2972864920273423, "decode.d6.loss_mask": 0.5783861130475998, "decode.d6.loss_dice": 0.8691981643438339, "decode.d7.loss_cls": 0.3087389951571822, "decode.d7.loss_mask": 0.5905392020940781, "decode.d7.loss_dice": 0.883804515004158, "decode.d8.loss_cls": 0.28800792526453733, "decode.d8.loss_mask": 0.5897254258394241, "decode.d8.loss_dice": 0.8858969360589981, "time": 0.5612018823623657, "memory": 7212, "step": 115350}
{"lr": 3.167348357069798e-06, "data_time": 0.009539270401000976, "grad_norm": 82.81375198364258, "loss": 21.264108610153198, "decode.loss_cls": 0.481044752150774, "decode.loss_mask": 0.6107410833239555, "decode.loss_dice": 0.7656378224492073, "decode.d0.loss_cls": 2.168334048986435, "decode.d0.loss_mask": 0.6426296412944794, "decode.d0.loss_dice": 0.9167971223592758, "decode.d1.loss_cls": 0.7072037879377604, "decode.d1.loss_mask": 0.6418589755892754, "decode.d1.loss_dice": 0.8292930155992508, "decode.d2.loss_cls": 0.5928838521242141, "decode.d2.loss_mask": 0.5989166036248207, "decode.d2.loss_dice": 0.8011272922158241, "decode.d3.loss_cls": 0.6376029711216689, "decode.d3.loss_mask": 0.6017464801669121, "decode.d3.loss_dice": 0.7576881341636181, "decode.d4.loss_cls": 0.5504589594900609, "decode.d4.loss_mask": 0.6104347333312035, "decode.d4.loss_dice": 0.7733299568295479, "decode.d5.loss_cls": 0.4806503809988499, "decode.d5.loss_mask": 0.6334921181201935, "decode.d5.loss_dice": 0.7415672920644283, "decode.d6.loss_cls": 0.5353020239621401, "decode.d6.loss_mask": 0.6056283548474312, "decode.d6.loss_dice": 0.7452611587941647, "decode.d7.loss_cls": 0.4897114671766758, "decode.d7.loss_mask": 0.6138147234916687, "decode.d7.loss_dice": 0.7813205912709236, "decode.d8.loss_cls": 0.5354586852714419, "decode.d8.loss_mask": 0.6183512091636658, "decode.d8.loss_dice": 0.795821150392294, "time": 0.5582166194915772, "memory": 7186, "step": 115400}
{"lr": 3.164152422793074e-06, "data_time": 0.009411001205444336, "grad_norm": 86.28888092041015, "loss": 21.891183185577393, "decode.loss_cls": 0.5469270519912243, "decode.loss_mask": 0.5633323431015015, "decode.loss_dice": 0.8598504871129989, "decode.d0.loss_cls": 1.8918105840682984, "decode.d0.loss_mask": 0.6157839596271515, "decode.d0.loss_dice": 0.9747725188732147, "decode.d1.loss_cls": 0.768815404176712, "decode.d1.loss_mask": 0.581164026260376, "decode.d1.loss_dice": 0.9289468586444855, "decode.d2.loss_cls": 0.6745602369308472, "decode.d2.loss_mask": 0.5757453262805938, "decode.d2.loss_dice": 0.8779452562332153, "decode.d3.loss_cls": 0.6195077352225781, "decode.d3.loss_mask": 0.578583163022995, "decode.d3.loss_dice": 0.868493041396141, "decode.d4.loss_cls": 0.5974851444363594, "decode.d4.loss_mask": 0.5737930685281754, "decode.d4.loss_dice": 0.8541994512081146, "decode.d5.loss_cls": 0.5698647208511829, "decode.d5.loss_mask": 0.5738820463418961, "decode.d5.loss_dice": 0.8832631587982178, "decode.d6.loss_cls": 0.5390133276581764, "decode.d6.loss_mask": 0.581365379691124, "decode.d6.loss_dice": 0.8575172007083893, "decode.d7.loss_cls": 0.5350076466798782, "decode.d7.loss_mask": 0.5817496120929718, "decode.d7.loss_dice": 0.8483769297599792, "decode.d8.loss_cls": 0.5185531385242939, "decode.d8.loss_mask": 0.5794986963272095, "decode.d8.loss_dice": 0.8713758617639542, "time": 0.5319753885269165, "memory": 7295, "step": 115450}
{"lr": 3.160956129805426e-06, "data_time": 0.00962657928466797, "grad_norm": 84.48699226379395, "loss": 20.271402263641356, "decode.loss_cls": 0.35223243609070776, "decode.loss_mask": 0.5310408979654312, "decode.loss_dice": 0.8769008874893188, "decode.d0.loss_cls": 2.139009344577789, "decode.d0.loss_mask": 0.6063004419207573, "decode.d0.loss_dice": 1.0352281421422957, "decode.d1.loss_cls": 0.5077995523810387, "decode.d1.loss_mask": 0.5573905229568481, "decode.d1.loss_dice": 0.9598546743392944, "decode.d2.loss_cls": 0.43933509588241576, "decode.d2.loss_mask": 0.5571273446083069, "decode.d2.loss_dice": 0.9289814680814743, "decode.d3.loss_cls": 0.4049832455813885, "decode.d3.loss_mask": 0.5303737431764602, "decode.d3.loss_dice": 0.9321376085281372, "decode.d4.loss_cls": 0.35146649852395057, "decode.d4.loss_mask": 0.5270769461989403, "decode.d4.loss_dice": 0.9133053928613662, "decode.d5.loss_cls": 0.3711300350725651, "decode.d5.loss_mask": 0.5261032968759537, "decode.d5.loss_dice": 0.8935603141784668, "decode.d6.loss_cls": 0.3602407112717628, "decode.d6.loss_mask": 0.5241098701953888, "decode.d6.loss_dice": 0.89649398624897, "decode.d7.loss_cls": 0.361563041806221, "decode.d7.loss_mask": 0.5261403471231461, "decode.d7.loss_dice": 0.8686361268162728, "decode.d8.loss_cls": 0.3773441404104233, "decode.d8.loss_mask": 0.5191028848290443, "decode.d8.loss_dice": 0.8964341789484024, "time": 0.533160948753357, "memory": 7208, "step": 115500}
{"lr": 3.1577594776634783e-06, "data_time": 0.009415006637573243, "grad_norm": 87.03436889648438, "loss": 20.5329683303833, "decode.loss_cls": 0.39806927740573883, "decode.loss_mask": 0.5793416440486908, "decode.loss_dice": 0.8097988396883011, "decode.d0.loss_cls": 1.8282939195632935, "decode.d0.loss_mask": 0.7455504924058914, "decode.d0.loss_dice": 1.0115493208169937, "decode.d1.loss_cls": 0.6045612439513206, "decode.d1.loss_mask": 0.6207587584853173, "decode.d1.loss_dice": 0.8837946951389313, "decode.d2.loss_cls": 0.5296020954847336, "decode.d2.loss_mask": 0.5970709070563316, "decode.d2.loss_dice": 0.8509273439645767, "decode.d3.loss_cls": 0.5283949173986912, "decode.d3.loss_mask": 0.5752692058682441, "decode.d3.loss_dice": 0.8283115744590759, "decode.d4.loss_cls": 0.47938504815101624, "decode.d4.loss_mask": 0.5722607582807541, "decode.d4.loss_dice": 0.7985057175159455, "decode.d5.loss_cls": 0.5019425600767136, "decode.d5.loss_mask": 0.5738062039017677, "decode.d5.loss_dice": 0.8099614709615708, "decode.d6.loss_cls": 0.4495322048664093, "decode.d6.loss_mask": 0.5802553951740265, "decode.d6.loss_dice": 0.7833391606807709, "decode.d7.loss_cls": 0.4456620249897242, "decode.d7.loss_mask": 0.5768146365880966, "decode.d7.loss_dice": 0.792544162273407, "decode.d8.loss_cls": 0.4003106288611889, "decode.d8.loss_mask": 0.5763723194599152, "decode.d8.loss_dice": 0.8009830296039582, "time": 0.5581062793731689, "memory": 7289, "step": 115550}
{"lr": 3.154562465922811e-06, "data_time": 0.009582018852233887, "grad_norm": 91.86098442077636, "loss": 21.147124099731446, "decode.loss_cls": 0.49225459694862367, "decode.loss_mask": 0.5581770151853561, "decode.loss_dice": 0.7840839326381683, "decode.d0.loss_cls": 1.9722675204277038, "decode.d0.loss_mask": 0.6457698106765747, "decode.d0.loss_dice": 0.9271705448627472, "decode.d1.loss_cls": 0.7736089721322059, "decode.d1.loss_mask": 0.5860026702284813, "decode.d1.loss_dice": 0.8785708457231521, "decode.d2.loss_cls": 0.6539178773760795, "decode.d2.loss_mask": 0.5977184861898422, "decode.d2.loss_dice": 0.836291316151619, "decode.d3.loss_cls": 0.5969156131148339, "decode.d3.loss_mask": 0.5774993151426315, "decode.d3.loss_dice": 0.818129900097847, "decode.d4.loss_cls": 0.5674458250403405, "decode.d4.loss_mask": 0.5647246450185776, "decode.d4.loss_dice": 0.8096702933311463, "decode.d5.loss_cls": 0.5555838778614998, "decode.d5.loss_mask": 0.5615390285849571, "decode.d5.loss_dice": 0.7989498853683472, "decode.d6.loss_cls": 0.49650315195322037, "decode.d6.loss_mask": 0.5632994472980499, "decode.d6.loss_dice": 0.7979477167129516, "decode.d7.loss_cls": 0.49109156653285024, "decode.d7.loss_mask": 0.5638953268527984, "decode.d7.loss_dice": 0.8073422819375992, "decode.d8.loss_cls": 0.5181459687650204, "decode.d8.loss_mask": 0.554829104244709, "decode.d8.loss_dice": 0.7977770656347275, "time": 0.5330410718917846, "memory": 7280, "step": 115600}
{"lr": 3.1513650941379434e-06, "data_time": 0.00939939022064209, "grad_norm": 88.09857025146485, "loss": 22.530869245529175, "decode.loss_cls": 0.4363273054827005, "decode.loss_mask": 0.672351685911417, "decode.loss_dice": 0.968108469992876, "decode.d0.loss_cls": 2.0603608548641206, "decode.d0.loss_mask": 0.7766305074095726, "decode.d0.loss_dice": 1.0553442548960448, "decode.d1.loss_cls": 0.49359082486480477, "decode.d1.loss_mask": 0.6984841398894787, "decode.d1.loss_dice": 0.9964934792369604, "decode.d2.loss_cls": 0.4207629754208028, "decode.d2.loss_mask": 0.709769481420517, "decode.d2.loss_dice": 0.9915459796786308, "decode.d3.loss_cls": 0.39911770056933166, "decode.d3.loss_mask": 0.703547129034996, "decode.d3.loss_dice": 0.9466989539563656, "decode.d4.loss_cls": 0.3689934706315398, "decode.d4.loss_mask": 0.7010792821645737, "decode.d4.loss_dice": 0.9592937886714935, "decode.d5.loss_cls": 0.3974979893304408, "decode.d5.loss_mask": 0.682116124033928, "decode.d5.loss_dice": 0.9487193841487169, "decode.d6.loss_cls": 0.411382251046598, "decode.d6.loss_mask": 0.6680905014276505, "decode.d6.loss_dice": 0.9475221391767263, "decode.d7.loss_cls": 0.42126690298318864, "decode.d7.loss_mask": 0.6736928649246693, "decode.d7.loss_dice": 0.9597955100238323, "decode.d8.loss_cls": 0.42801990173757076, "decode.d8.loss_mask": 0.6643577128648758, "decode.d8.loss_dice": 0.969907858222723, "time": 0.5606726408004761, "memory": 7251, "step": 115650}
{"lr": 3.1481673618623514e-06, "data_time": 0.009471392631530762, "grad_norm": 81.28441009521484, "loss": 21.237316608428955, "decode.loss_cls": 0.3729583790525794, "decode.loss_mask": 0.5365564823150635, "decode.loss_dice": 1.0266962707042695, "decode.d0.loss_cls": 1.9165239572525024, "decode.d0.loss_mask": 0.5519733056426048, "decode.d0.loss_dice": 1.086832222342491, "decode.d1.loss_cls": 0.5150728657841682, "decode.d1.loss_mask": 0.5355777591466904, "decode.d1.loss_dice": 1.054424199461937, "decode.d2.loss_cls": 0.3787394598126411, "decode.d2.loss_mask": 0.5586700454354286, "decode.d2.loss_dice": 1.0477171659469604, "decode.d3.loss_cls": 0.41348984763026236, "decode.d3.loss_mask": 0.5593088448047638, "decode.d3.loss_dice": 1.0170430034399032, "decode.d4.loss_cls": 0.39415652193129064, "decode.d4.loss_mask": 0.5529052212834358, "decode.d4.loss_dice": 1.02101888358593, "decode.d5.loss_cls": 0.43244432769715785, "decode.d5.loss_mask": 0.5416334941983223, "decode.d5.loss_dice": 0.9843124270439148, "decode.d6.loss_cls": 0.34272122457623483, "decode.d6.loss_mask": 0.5482621520757676, "decode.d6.loss_dice": 1.0343901723623277, "decode.d7.loss_cls": 0.3584115723147988, "decode.d7.loss_mask": 0.5453330487012863, "decode.d7.loss_dice": 1.0013777256011962, "decode.d8.loss_cls": 0.34057839382439853, "decode.d8.loss_mask": 0.5373623058199882, "decode.d8.loss_dice": 1.0308242708444595, "time": 0.5354589700698853, "memory": 7188, "step": 115700}
{"lr": 3.1449692686484455e-06, "data_time": 0.009557604789733887, "grad_norm": 90.8228603363037, "loss": 22.333058738708495, "decode.loss_cls": 0.4122950352728367, "decode.loss_mask": 0.7147306710481643, "decode.loss_dice": 0.8555882096290588, "decode.d0.loss_cls": 2.126313257217407, "decode.d0.loss_mask": 0.7526873201131821, "decode.d0.loss_dice": 0.9821186065673828, "decode.d1.loss_cls": 0.6807033628225326, "decode.d1.loss_mask": 0.7393262147903442, "decode.d1.loss_dice": 0.9174500286579133, "decode.d2.loss_cls": 0.4952246233820915, "decode.d2.loss_mask": 0.7291267871856689, "decode.d2.loss_dice": 0.8809952557086944, "decode.d3.loss_cls": 0.4647713519632816, "decode.d3.loss_mask": 0.7179013550281524, "decode.d3.loss_dice": 0.8672734439373017, "decode.d4.loss_cls": 0.43918918520212175, "decode.d4.loss_mask": 0.7103031754493714, "decode.d4.loss_dice": 0.8638029038906098, "decode.d5.loss_cls": 0.44260415285825727, "decode.d5.loss_mask": 0.7159525632858277, "decode.d5.loss_dice": 0.8623134315013885, "decode.d6.loss_cls": 0.4394946590065956, "decode.d6.loss_mask": 0.7003298848867416, "decode.d6.loss_dice": 0.8560346156358719, "decode.d7.loss_cls": 0.41177329793572426, "decode.d7.loss_mask": 0.7017639547586441, "decode.d7.loss_dice": 0.866414052248001, "decode.d8.loss_cls": 0.4157685562968254, "decode.d8.loss_mask": 0.7071785122156143, "decode.d8.loss_dice": 0.863630497455597, "time": 0.5333377838134765, "memory": 7186, "step": 115750}
{"lr": 3.141770814047577e-06, "data_time": 0.00947568416595459, "grad_norm": 85.72225875854492, "loss": 21.87836036682129, "decode.loss_cls": 0.3363901525735855, "decode.loss_mask": 0.6148969605565071, "decode.loss_dice": 0.9770004272460937, "decode.d0.loss_cls": 2.0140104413032534, "decode.d0.loss_mask": 0.6873373627662659, "decode.d0.loss_dice": 1.1106291323900224, "decode.d1.loss_cls": 0.5227835729718209, "decode.d1.loss_mask": 0.6726016342639923, "decode.d1.loss_dice": 1.0384119510650636, "decode.d2.loss_cls": 0.4622831717133522, "decode.d2.loss_mask": 0.6415206670761109, "decode.d2.loss_dice": 1.0313862234354019, "decode.d3.loss_cls": 0.4040636166930199, "decode.d3.loss_mask": 0.6194748759269715, "decode.d3.loss_dice": 1.0163517743349075, "decode.d4.loss_cls": 0.35727680549025537, "decode.d4.loss_mask": 0.6186136037111283, "decode.d4.loss_dice": 0.9722105532884597, "decode.d5.loss_cls": 0.3837844133377075, "decode.d5.loss_mask": 0.617832987010479, "decode.d5.loss_dice": 0.979979544878006, "decode.d6.loss_cls": 0.3164003103971481, "decode.d6.loss_mask": 0.6228434175252915, "decode.d6.loss_dice": 0.9960967570543289, "decode.d7.loss_cls": 0.34318588972091674, "decode.d7.loss_mask": 0.6190180435776711, "decode.d7.loss_dice": 0.9636067152023315, "decode.d8.loss_cls": 0.3637348011136055, "decode.d8.loss_mask": 0.6199316442012787, "decode.d8.loss_dice": 0.9547023355960846, "time": 0.5858838558197021, "memory": 7231, "step": 115800}
{"lr": 3.138571997610032e-06, "data_time": 0.009447169303894044, "grad_norm": 86.90432281494141, "loss": 24.30630807876587, "decode.loss_cls": 0.37482596561312675, "decode.loss_mask": 0.7095209866762161, "decode.loss_dice": 1.0114721357822418, "decode.d0.loss_cls": 2.2151761412620545, "decode.d0.loss_mask": 0.7721295565366745, "decode.d0.loss_dice": 1.2117077350616454, "decode.d1.loss_cls": 0.6428657360374928, "decode.d1.loss_mask": 0.746433287858963, "decode.d1.loss_dice": 1.1360336065292358, "decode.d2.loss_cls": 0.5369736351072788, "decode.d2.loss_mask": 0.7287857472896576, "decode.d2.loss_dice": 1.0705600023269652, "decode.d3.loss_cls": 0.46517279744148254, "decode.d3.loss_mask": 0.7190430432558059, "decode.d3.loss_dice": 1.0727148234844208, "decode.d4.loss_cls": 0.45332431346178054, "decode.d4.loss_mask": 0.7168701231479645, "decode.d4.loss_dice": 1.0473706781864167, "decode.d5.loss_cls": 0.4240418955683708, "decode.d5.loss_mask": 0.7129102289676666, "decode.d5.loss_dice": 1.0540693044662475, "decode.d6.loss_cls": 0.4410530060529709, "decode.d6.loss_mask": 0.7213108271360398, "decode.d6.loss_dice": 1.024871826171875, "decode.d7.loss_cls": 0.4223050706088543, "decode.d7.loss_mask": 0.7103572309017181, "decode.d7.loss_dice": 1.0192120671272278, "decode.d8.loss_cls": 0.40092404261231424, "decode.d8.loss_mask": 0.7094551235437393, "decode.d8.loss_dice": 1.0348172903060913, "time": 0.5354451417922974, "memory": 7219, "step": 115850}
{"lr": 3.1353728188850227e-06, "data_time": 0.009584403038024903, "grad_norm": 87.90492172241211, "loss": 20.041749906539916, "decode.loss_cls": 0.4199663497507572, "decode.loss_mask": 0.5654802083969116, "decode.loss_dice": 0.7728802382946014, "decode.d0.loss_cls": 1.9260963320732116, "decode.d0.loss_mask": 0.6410605311393738, "decode.d0.loss_dice": 0.8898103788495064, "decode.d1.loss_cls": 0.7004416346549988, "decode.d1.loss_mask": 0.5888047337532043, "decode.d1.loss_dice": 0.8596098572015762, "decode.d2.loss_cls": 0.5603681266307831, "decode.d2.loss_mask": 0.5795992016792297, "decode.d2.loss_dice": 0.8035582259297371, "decode.d3.loss_cls": 0.4995838426053524, "decode.d3.loss_mask": 0.5696492046117783, "decode.d3.loss_dice": 0.7797968342900277, "decode.d4.loss_cls": 0.4897930510342121, "decode.d4.loss_mask": 0.5560469955205918, "decode.d4.loss_dice": 0.7664737448096275, "decode.d5.loss_cls": 0.44835068956017493, "decode.d5.loss_mask": 0.5724251717329025, "decode.d5.loss_dice": 0.7781985208392144, "decode.d6.loss_cls": 0.44719030931591985, "decode.d6.loss_mask": 0.5715465128421784, "decode.d6.loss_dice": 0.77655189037323, "decode.d7.loss_cls": 0.42057266756892203, "decode.d7.loss_mask": 0.5526602238416671, "decode.d7.loss_dice": 0.7727907776832581, "decode.d8.loss_cls": 0.4108185812830925, "decode.d8.loss_mask": 0.5525421798229218, "decode.d8.loss_dice": 0.7690829798579216, "time": 0.534442400932312, "memory": 7257, "step": 115900}
{"lr": 3.132173277420692e-06, "data_time": 0.009395623207092285, "grad_norm": 89.51190643310547, "loss": 22.651838397979738, "decode.loss_cls": 0.6227119326591491, "decode.loss_mask": 0.6184193313121795, "decode.loss_dice": 0.8509292632341385, "decode.d0.loss_cls": 2.131165564060211, "decode.d0.loss_mask": 0.6663769036531448, "decode.d0.loss_dice": 0.9937153905630112, "decode.d1.loss_cls": 0.6696635633707047, "decode.d1.loss_mask": 0.6631850063800812, "decode.d1.loss_dice": 0.9300310492515564, "decode.d2.loss_cls": 0.6552565515041351, "decode.d2.loss_mask": 0.6654712408781052, "decode.d2.loss_dice": 0.9033292889595032, "decode.d3.loss_cls": 0.5830874726176262, "decode.d3.loss_mask": 0.6279039472341538, "decode.d3.loss_dice": 0.8648015409708023, "decode.d4.loss_cls": 0.5684476487338543, "decode.d4.loss_mask": 0.6278534501791, "decode.d4.loss_dice": 0.8417601555585861, "decode.d5.loss_cls": 0.5617442965507508, "decode.d5.loss_mask": 0.6215945601463317, "decode.d5.loss_dice": 0.8392069309949874, "decode.d6.loss_cls": 0.6349279142916202, "decode.d6.loss_mask": 0.6107771307229996, "decode.d6.loss_dice": 0.8156247645616531, "decode.d7.loss_cls": 0.6076242879033089, "decode.d7.loss_mask": 0.6094786912202835, "decode.d7.loss_dice": 0.817116641998291, "decode.d8.loss_cls": 0.5896123073995113, "decode.d8.loss_mask": 0.6192914873361588, "decode.d8.loss_dice": 0.8407293647527695, "time": 0.5337029695510864, "memory": 7255, "step": 115950}
{"lr": 3.1289733727641063e-06, "data_time": 0.009138202667236328, "grad_norm": 86.3804100036621, "loss": 20.703214836120605, "decode.loss_cls": 0.3955578975379467, "decode.loss_mask": 0.6093622878193855, "decode.loss_dice": 0.7910676777362824, "decode.d0.loss_cls": 1.8734790563583374, "decode.d0.loss_mask": 0.7097827166318893, "decode.d0.loss_dice": 0.9179843187332153, "decode.d1.loss_cls": 0.6781446725130081, "decode.d1.loss_mask": 0.6462570443749428, "decode.d1.loss_dice": 0.8600957691669464, "decode.d2.loss_cls": 0.5433980077505112, "decode.d2.loss_mask": 0.6257476210594177, "decode.d2.loss_dice": 0.8348115459084511, "decode.d3.loss_cls": 0.5130653843283653, "decode.d3.loss_mask": 0.6042454898357391, "decode.d3.loss_dice": 0.8108037725090981, "decode.d4.loss_cls": 0.48312684819102286, "decode.d4.loss_mask": 0.5889878630638122, "decode.d4.loss_dice": 0.8130450144410133, "decode.d5.loss_cls": 0.47819735258817675, "decode.d5.loss_mask": 0.5882851272821427, "decode.d5.loss_dice": 0.814398655295372, "decode.d6.loss_cls": 0.4621546618640423, "decode.d6.loss_mask": 0.6026839435100555, "decode.d6.loss_dice": 0.8025742441415786, "decode.d7.loss_cls": 0.4379072532057762, "decode.d7.loss_mask": 0.5912361219525337, "decode.d7.loss_dice": 0.7964271262288094, "decode.d8.loss_cls": 0.4400723516941071, "decode.d8.loss_mask": 0.6020325675606728, "decode.d8.loss_dice": 0.7882815897464752, "time": 0.5342223882675171, "memory": 7187, "step": 116000}
{"lr": 3.125773104461248e-06, "data_time": 0.009414744377136231, "grad_norm": 79.27871131896973, "loss": 24.53702564239502, "decode.loss_cls": 0.4815619595348835, "decode.loss_mask": 0.733409583568573, "decode.loss_dice": 0.9619716554880142, "decode.d0.loss_cls": 2.056731951236725, "decode.d0.loss_mask": 0.8109936535358429, "decode.d0.loss_dice": 1.0791254997253419, "decode.d1.loss_cls": 0.7449144676327706, "decode.d1.loss_mask": 0.7818900942802429, "decode.d1.loss_dice": 1.0051666915416717, "decode.d2.loss_cls": 0.5835672482848168, "decode.d2.loss_mask": 0.7806184351444244, "decode.d2.loss_dice": 1.0339513540267944, "decode.d3.loss_cls": 0.5651254333555699, "decode.d3.loss_mask": 0.7572185099124908, "decode.d3.loss_dice": 0.9857270866632462, "decode.d4.loss_cls": 0.5844899177551269, "decode.d4.loss_mask": 0.7517143219709397, "decode.d4.loss_dice": 0.9845614314079285, "decode.d5.loss_cls": 0.5205977037549019, "decode.d5.loss_mask": 0.7291412621736526, "decode.d5.loss_dice": 0.9736837774515152, "decode.d6.loss_cls": 0.4796336658298969, "decode.d6.loss_mask": 0.7367301911115647, "decode.d6.loss_dice": 0.9759894609451294, "decode.d7.loss_cls": 0.5488047998398542, "decode.d7.loss_mask": 0.7332996845245361, "decode.d7.loss_dice": 0.9546025961637497, "decode.d8.loss_cls": 0.5116035986691714, "decode.d8.loss_mask": 0.7268164157867432, "decode.d8.loss_dice": 0.963384822010994, "time": 0.5341761350631714, "memory": 7226, "step": 116050}
{"lr": 3.122572472057016e-06, "data_time": 0.009569811820983886, "grad_norm": 100.1187671661377, "loss": 21.74317636489868, "decode.loss_cls": 0.45640885829925537, "decode.loss_mask": 0.5916877001523971, "decode.loss_dice": 0.8666148543357849, "decode.d0.loss_cls": 2.184047019481659, "decode.d0.loss_mask": 0.7117554008960724, "decode.d0.loss_dice": 1.019915345311165, "decode.d1.loss_cls": 0.6156207278370858, "decode.d1.loss_mask": 0.6632557809352875, "decode.d1.loss_dice": 0.9148659825325012, "decode.d2.loss_cls": 0.5475962951779365, "decode.d2.loss_mask": 0.636231255531311, "decode.d2.loss_dice": 0.8936875939369202, "decode.d3.loss_cls": 0.4902518667280674, "decode.d3.loss_mask": 0.6153452336788178, "decode.d3.loss_dice": 0.876409974694252, "decode.d4.loss_cls": 0.49512616991996766, "decode.d4.loss_mask": 0.6027336210012436, "decode.d4.loss_dice": 0.8547805726528168, "decode.d5.loss_cls": 0.48638543784618377, "decode.d5.loss_mask": 0.6015484035015106, "decode.d5.loss_dice": 0.8499036610126496, "decode.d6.loss_cls": 0.47064112201333047, "decode.d6.loss_mask": 0.593115559220314, "decode.d6.loss_dice": 0.8442029654979706, "decode.d7.loss_cls": 0.4754356980323792, "decode.d7.loss_mask": 0.5936106532812119, "decode.d7.loss_dice": 0.8753280341625214, "decode.d8.loss_cls": 0.46759670600295067, "decode.d8.loss_mask": 0.5986500263214112, "decode.d8.loss_dice": 0.8504243344068527, "time": 0.5346795320510864, "memory": 7248, "step": 116100}
{"lr": 3.1193714750952172e-06, "data_time": 0.009655380249023437, "grad_norm": 95.15835456848144, "loss": 23.295705127716065, "decode.loss_cls": 0.3801844947040081, "decode.loss_mask": 0.6261385217308998, "decode.loss_dice": 1.0686329841613769, "decode.d0.loss_cls": 1.93033766746521, "decode.d0.loss_mask": 0.7067335218191146, "decode.d0.loss_dice": 1.198825365304947, "decode.d1.loss_cls": 0.6046629935503006, "decode.d1.loss_mask": 0.6623187124729156, "decode.d1.loss_dice": 1.1609414398670197, "decode.d2.loss_cls": 0.5257603213191032, "decode.d2.loss_mask": 0.6504817932844162, "decode.d2.loss_dice": 1.1118639171123506, "decode.d3.loss_cls": 0.4645420879125595, "decode.d3.loss_mask": 0.6366354316473007, "decode.d3.loss_dice": 1.083382073044777, "decode.d4.loss_cls": 0.45752574056386947, "decode.d4.loss_mask": 0.6344512611627579, "decode.d4.loss_dice": 1.0758466988801956, "decode.d5.loss_cls": 0.48886763527989385, "decode.d5.loss_mask": 0.6163367033004761, "decode.d5.loss_dice": 1.0265561878681182, "decode.d6.loss_cls": 0.43507335558533666, "decode.d6.loss_mask": 0.6172089070081711, "decode.d6.loss_dice": 1.019974198937416, "decode.d7.loss_cls": 0.4433788970112801, "decode.d7.loss_mask": 0.6130205422639847, "decode.d7.loss_dice": 1.012743604183197, "decode.d8.loss_cls": 0.38699683398008344, "decode.d8.loss_mask": 0.6122817829251289, "decode.d8.loss_dice": 1.0440018475055695, "time": 0.5356930255889892, "memory": 7260, "step": 116150}
{"lr": 3.116170113118576e-06, "data_time": 0.009701156616210937, "grad_norm": 102.4988899230957, "loss": 25.208457469940186, "decode.loss_cls": 0.6259879797697068, "decode.loss_mask": 0.6468166828155517, "decode.loss_dice": 0.9335830390453339, "decode.d0.loss_cls": 2.4598522186279297, "decode.d0.loss_mask": 0.7284690231084824, "decode.d0.loss_dice": 1.219546616077423, "decode.d1.loss_cls": 0.8878091275691986, "decode.d1.loss_mask": 0.708810442686081, "decode.d1.loss_dice": 1.073272156715393, "decode.d2.loss_cls": 0.7823492042720318, "decode.d2.loss_mask": 0.6739340841770172, "decode.d2.loss_dice": 1.0154118716716767, "decode.d3.loss_cls": 0.7181571811437607, "decode.d3.loss_mask": 0.6468849629163742, "decode.d3.loss_dice": 0.9505166828632354, "decode.d4.loss_cls": 0.7171891883015633, "decode.d4.loss_mask": 0.6627884477376937, "decode.d4.loss_dice": 0.9539582192897796, "decode.d5.loss_cls": 0.6489765698090195, "decode.d5.loss_mask": 0.6566450804471969, "decode.d5.loss_dice": 0.9198488086462021, "decode.d6.loss_cls": 0.6428521741181612, "decode.d6.loss_mask": 0.6441018283367157, "decode.d6.loss_dice": 0.9179893791675567, "decode.d7.loss_cls": 0.6054741643369198, "decode.d7.loss_mask": 0.6438145846128464, "decode.d7.loss_dice": 0.9388699531555176, "decode.d8.loss_cls": 0.5924183135852218, "decode.d8.loss_mask": 0.6537583887577056, "decode.d8.loss_dice": 0.938371479511261, "time": 0.5884502410888672, "memory": 7362, "step": 116200}
{"lr": 3.1129683856687093e-06, "data_time": 0.009341025352478027, "grad_norm": 87.79197845458984, "loss": 19.89022397994995, "decode.loss_cls": 0.473333683796227, "decode.loss_mask": 0.6183762162923813, "decode.loss_dice": 0.6877753973007202, "decode.d0.loss_cls": 1.8554127931594848, "decode.d0.loss_mask": 0.7364170894026756, "decode.d0.loss_dice": 0.8534458309412003, "decode.d1.loss_cls": 0.5945695415139198, "decode.d1.loss_mask": 0.6757936224341392, "decode.d1.loss_dice": 0.7874345898628234, "decode.d2.loss_cls": 0.4998062513768673, "decode.d2.loss_mask": 0.6427934855222702, "decode.d2.loss_dice": 0.7262636214494705, "decode.d3.loss_cls": 0.49347749818116426, "decode.d3.loss_mask": 0.6415201738476753, "decode.d3.loss_dice": 0.7157454490661621, "decode.d4.loss_cls": 0.4470654897391796, "decode.d4.loss_mask": 0.6350872904062271, "decode.d4.loss_dice": 0.7165346771478653, "decode.d5.loss_cls": 0.45949369203299284, "decode.d5.loss_mask": 0.6248395889997482, "decode.d5.loss_dice": 0.7005043730139733, "decode.d6.loss_cls": 0.4255064536817372, "decode.d6.loss_mask": 0.6275144934654235, "decode.d6.loss_dice": 0.7065553218126297, "decode.d7.loss_cls": 0.43009395338594913, "decode.d7.loss_mask": 0.6284609764814377, "decode.d7.loss_dice": 0.7048886671662331, "decode.d8.loss_cls": 0.451080028899014, "decode.d8.loss_mask": 0.629723972082138, "decode.d8.loss_dice": 0.7007089465856552, "time": 0.5343601703643799, "memory": 7275, "step": 116250}
{"lr": 3.1097662922861425e-06, "data_time": 0.009356260299682617, "grad_norm": 93.73151626586915, "loss": 19.90198407173157, "decode.loss_cls": 0.28020694851875305, "decode.loss_mask": 0.5347096920013428, "decode.loss_dice": 0.9102981865406037, "decode.d0.loss_cls": 1.792464816570282, "decode.d0.loss_mask": 0.5976488828659058, "decode.d0.loss_dice": 1.0642819285392762, "decode.d1.loss_cls": 0.5679457120597362, "decode.d1.loss_mask": 0.552743948996067, "decode.d1.loss_dice": 0.9588803857564926, "decode.d2.loss_cls": 0.44364534616470336, "decode.d2.loss_mask": 0.5503938853740692, "decode.d2.loss_dice": 0.9601817995309829, "decode.d3.loss_cls": 0.4156380474567413, "decode.d3.loss_mask": 0.5297568380832672, "decode.d3.loss_dice": 0.9099940299987793, "decode.d4.loss_cls": 0.4138345330953598, "decode.d4.loss_mask": 0.5363877683877945, "decode.d4.loss_dice": 0.8841077715158463, "decode.d5.loss_cls": 0.3535863637924194, "decode.d5.loss_mask": 0.5395953416824341, "decode.d5.loss_dice": 0.909051951766014, "decode.d6.loss_cls": 0.3001586742699146, "decode.d6.loss_mask": 0.5331810712814331, "decode.d6.loss_dice": 0.8994766414165497, "decode.d7.loss_cls": 0.3528944507241249, "decode.d7.loss_mask": 0.5144736588001251, "decode.d7.loss_dice": 0.8658166497945785, "decode.d8.loss_cls": 0.31863799020648004, "decode.d8.loss_mask": 0.5249815970659256, "decode.d8.loss_dice": 0.8870099484920502, "time": 0.532198166847229, "memory": 7178, "step": 116300}
{"lr": 3.106563832510289e-06, "data_time": 0.009268927574157714, "grad_norm": 101.34855232238769, "loss": 23.701079750061034, "decode.loss_cls": 0.44211077094078066, "decode.loss_mask": 0.6403627440333366, "decode.loss_dice": 1.019803124666214, "decode.d0.loss_cls": 2.0596910238265993, "decode.d0.loss_mask": 0.771655261516571, "decode.d0.loss_dice": 1.2374832183122635, "decode.d1.loss_cls": 0.623292838037014, "decode.d1.loss_mask": 0.7000645756721496, "decode.d1.loss_dice": 1.0846952080726624, "decode.d2.loss_cls": 0.5071903884410858, "decode.d2.loss_mask": 0.6860274136066437, "decode.d2.loss_dice": 1.067803007364273, "decode.d3.loss_cls": 0.49610997587442396, "decode.d3.loss_mask": 0.6779062300920486, "decode.d3.loss_dice": 1.065015408396721, "decode.d4.loss_cls": 0.4593520060181618, "decode.d4.loss_mask": 0.6535442531108856, "decode.d4.loss_dice": 1.0353496253490448, "decode.d5.loss_cls": 0.43780591487884524, "decode.d5.loss_mask": 0.6415433093905449, "decode.d5.loss_dice": 1.0203487128019333, "decode.d6.loss_cls": 0.4662558168172836, "decode.d6.loss_mask": 0.6453198403120041, "decode.d6.loss_dice": 1.0409400671720506, "decode.d7.loss_cls": 0.43185597434639933, "decode.d7.loss_mask": 0.6379541993141175, "decode.d7.loss_dice": 1.04740130007267, "decode.d8.loss_cls": 0.4296664364635944, "decode.d8.loss_mask": 0.6471218556165695, "decode.d8.loss_dice": 1.0274092644453048, "time": 0.5589415311813355, "memory": 7215, "step": 116350}
{"lr": 3.10336100587946e-06, "data_time": 0.009490489959716797, "grad_norm": 80.50507431030273, "loss": 20.82614755630493, "decode.loss_cls": 0.4090842932462692, "decode.loss_mask": 0.613430842757225, "decode.loss_dice": 0.8160828292369843, "decode.d0.loss_cls": 2.1405975103378294, "decode.d0.loss_mask": 0.6860760852694512, "decode.d0.loss_dice": 0.9522532045841217, "decode.d1.loss_cls": 0.5654546454548836, "decode.d1.loss_mask": 0.6529131904244423, "decode.d1.loss_dice": 0.8897814974188805, "decode.d2.loss_cls": 0.5174052625894546, "decode.d2.loss_mask": 0.6416276782751084, "decode.d2.loss_dice": 0.8547487556934357, "decode.d3.loss_cls": 0.45287152379751205, "decode.d3.loss_mask": 0.617241096496582, "decode.d3.loss_dice": 0.8346222713589668, "decode.d4.loss_cls": 0.41845285296440127, "decode.d4.loss_mask": 0.615830147266388, "decode.d4.loss_dice": 0.8309797093272209, "decode.d5.loss_cls": 0.4096007376909256, "decode.d5.loss_mask": 0.6046103179454804, "decode.d5.loss_dice": 0.8163871213793754, "decode.d6.loss_cls": 0.4028489291667938, "decode.d6.loss_mask": 0.607919892668724, "decode.d6.loss_dice": 0.8275570437312126, "decode.d7.loss_cls": 0.3693578466773033, "decode.d7.loss_mask": 0.6073407247662544, "decode.d7.loss_dice": 0.826048518717289, "decode.d8.loss_cls": 0.39911929070949553, "decode.d8.loss_mask": 0.6158923164010048, "decode.d8.loss_dice": 0.8300106197595596, "time": 0.5297865390777587, "memory": 7176, "step": 116400}
{"lr": 3.1001578119308536e-06, "data_time": 0.009488391876220702, "grad_norm": 89.09532852172852, "loss": 19.533098125457762, "decode.loss_cls": 0.4347256630659103, "decode.loss_mask": 0.5526265531778336, "decode.loss_dice": 0.7558930411934852, "decode.d0.loss_cls": 1.9019519567489624, "decode.d0.loss_mask": 0.6306986406445503, "decode.d0.loss_dice": 0.8785254999995231, "decode.d1.loss_cls": 0.6963738098740577, "decode.d1.loss_mask": 0.567314438521862, "decode.d1.loss_dice": 0.7869228154420853, "decode.d2.loss_cls": 0.5101652935147285, "decode.d2.loss_mask": 0.5669848203659058, "decode.d2.loss_dice": 0.7732515692710876, "decode.d3.loss_cls": 0.4460959881544113, "decode.d3.loss_mask": 0.56172716319561, "decode.d3.loss_dice": 0.7769551992416381, "decode.d4.loss_cls": 0.45176242887973783, "decode.d4.loss_mask": 0.5610982269048691, "decode.d4.loss_dice": 0.764126269519329, "decode.d5.loss_cls": 0.41720072776079176, "decode.d5.loss_mask": 0.5628418624401093, "decode.d5.loss_dice": 0.7569700002670288, "decode.d6.loss_cls": 0.4045731514692307, "decode.d6.loss_mask": 0.5576824605464935, "decode.d6.loss_dice": 0.7676653116941452, "decode.d7.loss_cls": 0.40360589772462846, "decode.d7.loss_mask": 0.5559543892741203, "decode.d7.loss_dice": 0.7745932817459107, "decode.d8.loss_cls": 0.39818441718816755, "decode.d8.loss_mask": 0.5557317495346069, "decode.d8.loss_dice": 0.7608961492776871, "time": 0.5348656892776489, "memory": 7166, "step": 116450}
{"lr": 3.096954250200553e-06, "data_time": 0.009251856803894043, "grad_norm": 84.52853813171387, "loss": 21.012720394134522, "decode.loss_cls": 0.4371667500585318, "decode.loss_mask": 0.4931559100747108, "decode.loss_dice": 0.8694970846176148, "decode.d0.loss_cls": 1.940193510055542, "decode.d0.loss_mask": 0.5927805691957474, "decode.d0.loss_dice": 1.0331055641174316, "decode.d1.loss_cls": 0.7393939934670926, "decode.d1.loss_mask": 0.5548768505454064, "decode.d1.loss_dice": 0.9351861596107482, "decode.d2.loss_cls": 0.6765134572982788, "decode.d2.loss_mask": 0.5367625474929809, "decode.d2.loss_dice": 0.9058315515518188, "decode.d3.loss_cls": 0.5930053174495697, "decode.d3.loss_mask": 0.5252395212650299, "decode.d3.loss_dice": 0.8663705676794052, "decode.d4.loss_cls": 0.4633838914334774, "decode.d4.loss_mask": 0.5275842025876045, "decode.d4.loss_dice": 0.8837944567203522, "decode.d5.loss_cls": 0.4867936823517084, "decode.d5.loss_mask": 0.5317730441689491, "decode.d5.loss_dice": 0.8781645208597183, "decode.d6.loss_cls": 0.5183574162423611, "decode.d6.loss_mask": 0.5193172246217728, "decode.d6.loss_dice": 0.8824761092662812, "decode.d7.loss_cls": 0.42895819880068303, "decode.d7.loss_mask": 0.5139599740505219, "decode.d7.loss_dice": 0.8736569821834564, "decode.d8.loss_cls": 0.42576335817575456, "decode.d8.loss_mask": 0.5076370656490325, "decode.d8.loss_dice": 0.8720214366912842, "time": 0.5327871799468994, "memory": 7236, "step": 116500}
{"lr": 3.093750320223515e-06, "data_time": 0.009543752670288086, "grad_norm": 87.35807304382324, "loss": 26.24312295913696, "decode.loss_cls": 0.574100761115551, "decode.loss_mask": 0.7453070163726807, "decode.loss_dice": 1.022022321820259, "decode.d0.loss_cls": 2.367097043991089, "decode.d0.loss_mask": 0.8332561016082763, "decode.d0.loss_dice": 1.2063546359539032, "decode.d1.loss_cls": 0.744993269443512, "decode.d1.loss_mask": 0.7992517665028572, "decode.d1.loss_dice": 1.166042822599411, "decode.d2.loss_cls": 0.6844741076231002, "decode.d2.loss_mask": 0.7628687292337417, "decode.d2.loss_dice": 1.079036009311676, "decode.d3.loss_cls": 0.6492786958813668, "decode.d3.loss_mask": 0.764280267059803, "decode.d3.loss_dice": 1.0698665797710418, "decode.d4.loss_cls": 0.6528020963072777, "decode.d4.loss_mask": 0.7404145240783692, "decode.d4.loss_dice": 1.0649611890316009, "decode.d5.loss_cls": 0.5880988880991935, "decode.d5.loss_mask": 0.7378381133079529, "decode.d5.loss_dice": 1.057649353146553, "decode.d6.loss_cls": 0.5771686300635338, "decode.d6.loss_mask": 0.7345243006944656, "decode.d6.loss_dice": 1.0043676733970641, "decode.d7.loss_cls": 0.5703503862023354, "decode.d7.loss_mask": 0.7342982321977616, "decode.d7.loss_dice": 1.017964208126068, "decode.d8.loss_cls": 0.5401472553610802, "decode.d8.loss_mask": 0.7357196316123009, "decode.d8.loss_dice": 1.0185893207788468, "time": 0.535447072982788, "memory": 7224, "step": 116550}
{"lr": 3.090546021533583e-06, "data_time": 0.009612679481506348, "grad_norm": 88.35583572387695, "loss": 21.625075244903563, "decode.loss_cls": 0.41635914966464044, "decode.loss_mask": 0.569268062710762, "decode.loss_dice": 0.9849616706371307, "decode.d0.loss_cls": 1.8933841824531554, "decode.d0.loss_mask": 0.6193077877163887, "decode.d0.loss_dice": 1.0924977660179138, "decode.d1.loss_cls": 0.5240720167756081, "decode.d1.loss_mask": 0.597601018846035, "decode.d1.loss_dice": 1.0282023131847382, "decode.d2.loss_cls": 0.46570035070180893, "decode.d2.loss_mask": 0.5792418703436851, "decode.d2.loss_dice": 1.0308688461780549, "decode.d3.loss_cls": 0.35984040051698685, "decode.d3.loss_mask": 0.5919195964932442, "decode.d3.loss_dice": 1.0044090390205382, "decode.d4.loss_cls": 0.35081134736537933, "decode.d4.loss_mask": 0.5854537487030029, "decode.d4.loss_dice": 1.0373556286096572, "decode.d5.loss_cls": 0.3312881805002689, "decode.d5.loss_mask": 0.5878119572997094, "decode.d5.loss_dice": 1.0020540714263917, "decode.d6.loss_cls": 0.39683283790946006, "decode.d6.loss_mask": 0.5799223318696022, "decode.d6.loss_dice": 0.9958784341812134, "decode.d7.loss_cls": 0.4207760825753212, "decode.d7.loss_mask": 0.571755102276802, "decode.d7.loss_dice": 1.0100274175405501, "decode.d8.loss_cls": 0.4299060843884945, "decode.d8.loss_mask": 0.57140022367239, "decode.d8.loss_dice": 0.996167528629303, "time": 0.5360003232955932, "memory": 7244, "step": 116600}
{"lr": 3.0873413536634644e-06, "data_time": 0.00941455364227295, "grad_norm": 86.43016738891602, "loss": 26.388078689575195, "decode.loss_cls": 0.4597433377057314, "decode.loss_mask": 0.7548140481114387, "decode.loss_dice": 1.1330204173922538, "decode.d0.loss_cls": 2.40666024684906, "decode.d0.loss_mask": 0.8395500898361206, "decode.d0.loss_dice": 1.3370664983987808, "decode.d1.loss_cls": 0.6322092957794666, "decode.d1.loss_mask": 0.7897842794656753, "decode.d1.loss_dice": 1.2558301270008088, "decode.d2.loss_cls": 0.5512418255209923, "decode.d2.loss_mask": 0.7836986064910889, "decode.d2.loss_dice": 1.2009492814540863, "decode.d3.loss_cls": 0.5175840109586716, "decode.d3.loss_mask": 0.7758313074707985, "decode.d3.loss_dice": 1.1432898201048374, "decode.d4.loss_cls": 0.477579291164875, "decode.d4.loss_mask": 0.7509078800678253, "decode.d4.loss_dice": 1.1630488470196725, "decode.d5.loss_cls": 0.5055179201066494, "decode.d5.loss_mask": 0.7688884541392327, "decode.d5.loss_dice": 1.1177665919065476, "decode.d6.loss_cls": 0.49314593747258184, "decode.d6.loss_mask": 0.7542331546545029, "decode.d6.loss_dice": 1.1170758925378323, "decode.d7.loss_cls": 0.4739916015416384, "decode.d7.loss_mask": 0.7580490127205849, "decode.d7.loss_dice": 1.1156813330948352, "decode.d8.loss_cls": 0.4233471915125847, "decode.d8.loss_mask": 0.7519064515829086, "decode.d8.loss_dice": 1.1356659933924675, "time": 0.5623414278030395, "memory": 7234, "step": 116650}
{"lr": 3.0841363161447353e-06, "data_time": 0.00923483371734619, "grad_norm": 97.46732177734376, "loss": 23.341828536987304, "decode.loss_cls": 0.40565032288432123, "decode.loss_mask": 0.6482839398086071, "decode.loss_dice": 1.0338538080453872, "decode.d0.loss_cls": 1.9822913646697997, "decode.d0.loss_mask": 0.7194360293447971, "decode.d0.loss_dice": 1.2047320201992988, "decode.d1.loss_cls": 0.5804074883460999, "decode.d1.loss_mask": 0.6527221582829952, "decode.d1.loss_dice": 1.0682675302028657, "decode.d2.loss_cls": 0.616736826300621, "decode.d2.loss_mask": 0.6615869581699372, "decode.d2.loss_dice": 1.0290988981723785, "decode.d3.loss_cls": 0.5019205182790756, "decode.d3.loss_mask": 0.6484148100018501, "decode.d3.loss_dice": 1.0316976368427277, "decode.d4.loss_cls": 0.43008962497115133, "decode.d4.loss_mask": 0.6517967898398638, "decode.d4.loss_dice": 1.0458129823207856, "decode.d5.loss_cls": 0.4542989514768124, "decode.d5.loss_mask": 0.639626593887806, "decode.d5.loss_dice": 1.0355276346206665, "decode.d6.loss_cls": 0.4798022828996181, "decode.d6.loss_mask": 0.6474295865744353, "decode.d6.loss_dice": 1.0201244920492172, "decode.d7.loss_cls": 0.4417907722294331, "decode.d7.loss_mask": 0.6477513574063778, "decode.d7.loss_dice": 1.0026204138994217, "decode.d8.loss_cls": 0.393736457079649, "decode.d8.loss_mask": 0.649097890406847, "decode.d8.loss_dice": 1.0172215074300766, "time": 0.5352492570877075, "memory": 7233, "step": 116700}
{"lr": 3.0809309085078406e-06, "data_time": 0.009364056587219238, "grad_norm": 82.87287902832031, "loss": 20.21643214225769, "decode.loss_cls": 0.45640771090984344, "decode.loss_mask": 0.5160039737820625, "decode.loss_dice": 0.8055398046970368, "decode.d0.loss_cls": 2.213807237148285, "decode.d0.loss_mask": 0.6606416463851928, "decode.d0.loss_dice": 1.0580616235733031, "decode.d1.loss_cls": 0.619773867726326, "decode.d1.loss_mask": 0.5581792443990707, "decode.d1.loss_dice": 0.9092725053429603, "decode.d2.loss_cls": 0.47478649765253067, "decode.d2.loss_mask": 0.5318423002958298, "decode.d2.loss_dice": 0.8274238482117653, "decode.d3.loss_cls": 0.4392977483570576, "decode.d3.loss_mask": 0.5247863546013832, "decode.d3.loss_dice": 0.8132715880870819, "decode.d4.loss_cls": 0.4244209088385105, "decode.d4.loss_mask": 0.5247410833835602, "decode.d4.loss_dice": 0.8151290804147721, "decode.d5.loss_cls": 0.42234551161527634, "decode.d5.loss_mask": 0.5330548852682113, "decode.d5.loss_dice": 0.8154981836676598, "decode.d6.loss_cls": 0.4584371380507946, "decode.d6.loss_mask": 0.5261145636439324, "decode.d6.loss_dice": 0.8096504896879196, "decode.d7.loss_cls": 0.447683584690094, "decode.d7.loss_mask": 0.5282080233097076, "decode.d7.loss_dice": 0.8010546833276748, "decode.d8.loss_cls": 0.3727456860244274, "decode.d8.loss_mask": 0.5223558202385903, "decode.d8.loss_dice": 0.8058970481157303, "time": 0.5864113092422485, "memory": 7295, "step": 116750}
{"lr": 3.0777251302820794e-06, "data_time": 0.009468936920166015, "grad_norm": 97.38793106079102, "loss": 21.64272346496582, "decode.loss_cls": 0.5055494856089353, "decode.loss_mask": 0.5896466329693795, "decode.loss_dice": 0.8649803906679153, "decode.d0.loss_cls": 2.0577507972717286, "decode.d0.loss_mask": 0.6353766947984696, "decode.d0.loss_dice": 1.0275413364171981, "decode.d1.loss_cls": 0.5904075302183628, "decode.d1.loss_mask": 0.5874978765845299, "decode.d1.loss_dice": 0.9504420667886734, "decode.d2.loss_cls": 0.6077970899641514, "decode.d2.loss_mask": 0.5784010648727417, "decode.d2.loss_dice": 0.9156759113073349, "decode.d3.loss_cls": 0.5661901444196701, "decode.d3.loss_mask": 0.5851516976952553, "decode.d3.loss_dice": 0.8808964401483536, "decode.d4.loss_cls": 0.5332676202058793, "decode.d4.loss_mask": 0.5760723173618316, "decode.d4.loss_dice": 0.8772731840610504, "decode.d5.loss_cls": 0.5050910130143166, "decode.d5.loss_mask": 0.5852085307240487, "decode.d5.loss_dice": 0.8802253782749176, "decode.d6.loss_cls": 0.4745589021593332, "decode.d6.loss_mask": 0.573422423005104, "decode.d6.loss_dice": 0.8688197135925293, "decode.d7.loss_cls": 0.4496242254972458, "decode.d7.loss_mask": 0.5845284640789032, "decode.d7.loss_dice": 0.8735060125589371, "decode.d8.loss_cls": 0.4773859106004238, "decode.d8.loss_mask": 0.5802301332354546, "decode.d8.loss_dice": 0.8602042734622956, "time": 0.5356688261032104, "memory": 7228, "step": 116800}
{"lr": 3.074518980995613e-06, "data_time": 0.00952293872833252, "grad_norm": 82.8685531616211, "loss": 23.058022689819335, "decode.loss_cls": 0.5080410644412041, "decode.loss_mask": 0.636262571811676, "decode.loss_dice": 0.8831852495670318, "decode.d0.loss_cls": 2.2782267808914183, "decode.d0.loss_mask": 0.7211141169071198, "decode.d0.loss_dice": 1.0340326458215714, "decode.d1.loss_cls": 0.692005455493927, "decode.d1.loss_mask": 0.6806505858898163, "decode.d1.loss_dice": 0.9544747531414032, "decode.d2.loss_cls": 0.6081288546323776, "decode.d2.loss_mask": 0.654893410205841, "decode.d2.loss_dice": 0.9263192594051362, "decode.d3.loss_cls": 0.5659248292446136, "decode.d3.loss_mask": 0.6352465182542801, "decode.d3.loss_dice": 0.9289500653743744, "decode.d4.loss_cls": 0.5529833406209945, "decode.d4.loss_mask": 0.6375954002141953, "decode.d4.loss_dice": 0.9169870257377625, "decode.d5.loss_cls": 0.5785447955131531, "decode.d5.loss_mask": 0.6326380163431168, "decode.d5.loss_dice": 0.8945459872484207, "decode.d6.loss_cls": 0.5597574844956398, "decode.d6.loss_mask": 0.636143010854721, "decode.d6.loss_dice": 0.8838311910629273, "decode.d7.loss_cls": 0.5287652373313904, "decode.d7.loss_mask": 0.6246163755655288, "decode.d7.loss_dice": 0.8708048015832901, "decode.d8.loss_cls": 0.5174346670508385, "decode.d8.loss_mask": 0.6375711917877197, "decode.d8.loss_dice": 0.8783484876155854, "time": 0.5351257085800171, "memory": 7234, "step": 116850}
{"lr": 3.0713124601754485e-06, "data_time": 0.009383845329284667, "grad_norm": 106.223779296875, "loss": 21.59529314041138, "decode.loss_cls": 0.3362200953066349, "decode.loss_mask": 0.6875823348760605, "decode.loss_dice": 0.8809928297996521, "decode.d0.loss_cls": 1.8681000888347625, "decode.d0.loss_mask": 0.7429592043161393, "decode.d0.loss_dice": 1.0652219086885453, "decode.d1.loss_cls": 0.5014817357063294, "decode.d1.loss_mask": 0.7320190995931626, "decode.d1.loss_dice": 0.9367356479167939, "decode.d2.loss_cls": 0.41888690888881686, "decode.d2.loss_mask": 0.7180916488170623, "decode.d2.loss_dice": 0.9191564083099365, "decode.d3.loss_cls": 0.4425636067986488, "decode.d3.loss_mask": 0.7032818049192429, "decode.d3.loss_dice": 0.8801634550094605, "decode.d4.loss_cls": 0.38965271413326263, "decode.d4.loss_mask": 0.715031310915947, "decode.d4.loss_dice": 0.8876947700977326, "decode.d5.loss_cls": 0.3893039166927338, "decode.d5.loss_mask": 0.7089405864477157, "decode.d5.loss_dice": 0.9010142624378205, "decode.d6.loss_cls": 0.3525708422064781, "decode.d6.loss_mask": 0.6907194375991821, "decode.d6.loss_dice": 0.8791555285453796, "decode.d7.loss_cls": 0.3932646617293358, "decode.d7.loss_mask": 0.6773427873849869, "decode.d7.loss_dice": 0.8677647590637207, "decode.d8.loss_cls": 0.3388893909752369, "decode.d8.loss_mask": 0.6883383154869079, "decode.d8.loss_dice": 0.8821538329124451, "time": 0.5315285444259643, "memory": 7192, "step": 116900}
{"lr": 3.068105567347447e-06, "data_time": 0.009231662750244141, "grad_norm": 90.4955551147461, "loss": 20.135905742645264, "decode.loss_cls": 0.33399702459573744, "decode.loss_mask": 0.5628338292241096, "decode.loss_dice": 0.83386510014534, "decode.d0.loss_cls": 1.9048005759716033, "decode.d0.loss_mask": 0.6386413156986237, "decode.d0.loss_dice": 0.9687287300825119, "decode.d1.loss_cls": 0.6516313210129738, "decode.d1.loss_mask": 0.5891703933477401, "decode.d1.loss_dice": 0.9007741063833237, "decode.d2.loss_cls": 0.5522566705942153, "decode.d2.loss_mask": 0.5731009170413017, "decode.d2.loss_dice": 0.8681154727935791, "decode.d3.loss_cls": 0.4826077625155449, "decode.d3.loss_mask": 0.5539140939712525, "decode.d3.loss_dice": 0.8313034534454345, "decode.d4.loss_cls": 0.4430214390158653, "decode.d4.loss_mask": 0.5535669341683388, "decode.d4.loss_dice": 0.8184365034103394, "decode.d5.loss_cls": 0.41039475947618487, "decode.d5.loss_mask": 0.5571883782744408, "decode.d5.loss_dice": 0.8386843740940094, "decode.d6.loss_cls": 0.3965258337557316, "decode.d6.loss_mask": 0.562358483672142, "decode.d6.loss_dice": 0.8314084738492966, "decode.d7.loss_cls": 0.34350851401686666, "decode.d7.loss_mask": 0.5660718202590942, "decode.d7.loss_dice": 0.8322040915489197, "decode.d8.loss_cls": 0.3391765125095844, "decode.d8.loss_mask": 0.5660100638866424, "decode.d8.loss_dice": 0.8316092252731323, "time": 0.5325276374816894, "memory": 7227, "step": 116950}
{"lr": 3.064898302036304e-06, "data_time": 0.009113097190856933, "grad_norm": 105.38737907409669, "loss": 21.36048321723938, "decode.loss_cls": 0.463575279712677, "decode.loss_mask": 0.5090728253126144, "decode.loss_dice": 0.8745043203234673, "decode.d0.loss_cls": 2.0932397842407227, "decode.d0.loss_mask": 0.6267445653676986, "decode.d0.loss_dice": 1.0836235880851746, "decode.d1.loss_cls": 0.5932255998253823, "decode.d1.loss_mask": 0.5967716529965401, "decode.d1.loss_dice": 0.999013677239418, "decode.d2.loss_cls": 0.6032452642917633, "decode.d2.loss_mask": 0.5187247171998024, "decode.d2.loss_dice": 0.9198242031037808, "decode.d3.loss_cls": 0.5376536794006824, "decode.d3.loss_mask": 0.519962228089571, "decode.d3.loss_dice": 0.9242547132074833, "decode.d4.loss_cls": 0.5147123403847218, "decode.d4.loss_mask": 0.5217652820050717, "decode.d4.loss_dice": 0.9106313735246658, "decode.d5.loss_cls": 0.48159801959991455, "decode.d5.loss_mask": 0.5117712095379829, "decode.d5.loss_dice": 0.9053131371736527, "decode.d6.loss_cls": 0.4819955825805664, "decode.d6.loss_mask": 0.5079875975847244, "decode.d6.loss_dice": 0.8900805927813054, "decode.d7.loss_cls": 0.4798800371587276, "decode.d7.loss_mask": 0.5075037389993667, "decode.d7.loss_dice": 0.9014402523636817, "decode.d8.loss_cls": 0.49319568313658235, "decode.d8.loss_mask": 0.5089385747909546, "decode.d8.loss_dice": 0.8802336439490318, "time": 0.5339558839797973, "memory": 7189, "step": 117000}
{"lr": 3.061690663765564e-06, "data_time": 0.009289836883544922, "grad_norm": 88.66317100524903, "loss": 18.659089851379395, "decode.loss_cls": 0.4293542429804802, "decode.loss_mask": 0.5165573820471764, "decode.loss_dice": 0.7353258669376374, "decode.d0.loss_cls": 1.6612870872020722, "decode.d0.loss_mask": 0.5861989587545395, "decode.d0.loss_dice": 0.8334520816802978, "decode.d1.loss_cls": 0.6418182224035263, "decode.d1.loss_mask": 0.543697114288807, "decode.d1.loss_dice": 0.7752672225236893, "decode.d2.loss_cls": 0.4707242760807276, "decode.d2.loss_mask": 0.5284931749105454, "decode.d2.loss_dice": 0.7468302249908447, "decode.d3.loss_cls": 0.478776815533638, "decode.d3.loss_mask": 0.5166346818208695, "decode.d3.loss_dice": 0.7214064836502075, "decode.d4.loss_cls": 0.4365864872932434, "decode.d4.loss_mask": 0.5180503398180007, "decode.d4.loss_dice": 0.7414453744888305, "decode.d5.loss_cls": 0.4738124758005142, "decode.d5.loss_mask": 0.5178383946418762, "decode.d5.loss_dice": 0.7154144138097763, "decode.d6.loss_cls": 0.4749777242541313, "decode.d6.loss_mask": 0.51036696434021, "decode.d6.loss_dice": 0.715438523888588, "decode.d7.loss_cls": 0.46315127834677694, "decode.d7.loss_mask": 0.5122609525918961, "decode.d7.loss_dice": 0.7143185138702393, "decode.d8.loss_cls": 0.44830037504434583, "decode.d8.loss_mask": 0.514124596118927, "decode.d8.loss_dice": 0.7171792775392533, "time": 0.5347613334655762, "memory": 7204, "step": 117050}
{"lr": 3.0584826520575997e-06, "data_time": 0.009492921829223632, "grad_norm": 88.56272659301757, "loss": 26.184503269195556, "decode.loss_cls": 0.32061037570238116, "decode.loss_mask": 0.6508393943309784, "decode.loss_dice": 1.2830461859703064, "decode.d0.loss_cls": 2.232410895824432, "decode.d0.loss_mask": 0.751685020327568, "decode.d0.loss_dice": 1.477586531639099, "decode.d1.loss_cls": 0.6540923357009888, "decode.d1.loss_mask": 0.733316308259964, "decode.d1.loss_dice": 1.3950771510601043, "decode.d2.loss_cls": 0.5728863060474396, "decode.d2.loss_mask": 0.6754759162664413, "decode.d2.loss_dice": 1.3425180077552796, "decode.d3.loss_cls": 0.4720493108034134, "decode.d3.loss_mask": 0.6564441084861755, "decode.d3.loss_dice": 1.2923424780368804, "decode.d4.loss_cls": 0.4275829091668129, "decode.d4.loss_mask": 0.6564904540777207, "decode.d4.loss_dice": 1.3008376330137252, "decode.d5.loss_cls": 0.4511455222964287, "decode.d5.loss_mask": 0.6512021541595459, "decode.d5.loss_dice": 1.293137925863266, "decode.d6.loss_cls": 0.3649517744779587, "decode.d6.loss_mask": 0.652366703748703, "decode.d6.loss_dice": 1.2785835176706315, "decode.d7.loss_cls": 0.3440030924975872, "decode.d7.loss_mask": 0.6541985452175141, "decode.d7.loss_dice": 1.3016807436943054, "decode.d8.loss_cls": 0.33286276161670686, "decode.d8.loss_mask": 0.6538341522216797, "decode.d8.loss_dice": 1.311245283484459, "time": 0.532219123840332, "memory": 7228, "step": 117100}
{"lr": 3.0552742664336197e-06, "data_time": 0.009512114524841308, "grad_norm": 85.02024993896484, "loss": 22.794014263153077, "decode.loss_cls": 0.4689011130481958, "decode.loss_mask": 0.5323488980531692, "decode.loss_dice": 0.9731404960155488, "decode.d0.loss_cls": 2.0343037962913515, "decode.d0.loss_mask": 0.6189903885126113, "decode.d0.loss_dice": 1.1397036612033844, "decode.d1.loss_cls": 0.7619447559118271, "decode.d1.loss_mask": 0.5726647049188613, "decode.d1.loss_dice": 1.0373383164405823, "decode.d2.loss_cls": 0.6824443735182285, "decode.d2.loss_mask": 0.5655843615531921, "decode.d2.loss_dice": 0.9942133009433747, "decode.d3.loss_cls": 0.6290815241634846, "decode.d3.loss_mask": 0.5388133347034454, "decode.d3.loss_dice": 0.9708504527807236, "decode.d4.loss_cls": 0.6231278073042631, "decode.d4.loss_mask": 0.5435082882642746, "decode.d4.loss_dice": 0.9532120496034622, "decode.d5.loss_cls": 0.5577310409396887, "decode.d5.loss_mask": 0.5440942257642746, "decode.d5.loss_dice": 0.9683974802494049, "decode.d6.loss_cls": 0.5695756822824478, "decode.d6.loss_mask": 0.539314404129982, "decode.d6.loss_dice": 0.9650462239980697, "decode.d7.loss_cls": 0.5050271108746529, "decode.d7.loss_mask": 0.5374402672052383, "decode.d7.loss_dice": 0.9715582966804505, "decode.d8.loss_cls": 0.4748860213905573, "decode.d8.loss_mask": 0.5353357911109924, "decode.d8.loss_dice": 0.9854361146688462, "time": 0.5350860595703125, "memory": 7288, "step": 117150}
{"lr": 3.0520655064136553e-06, "data_time": 0.009582233428955079, "grad_norm": 75.96666831970215, "loss": 23.179857540130616, "decode.loss_cls": 0.33781782537698746, "decode.loss_mask": 0.6868138998746872, "decode.loss_dice": 1.007728362083435, "decode.d0.loss_cls": 2.038318395614624, "decode.d0.loss_mask": 0.7814534425735473, "decode.d0.loss_dice": 1.222705340385437, "decode.d1.loss_cls": 0.6402932658791542, "decode.d1.loss_mask": 0.7205954223871232, "decode.d1.loss_dice": 1.1090884327888488, "decode.d2.loss_cls": 0.46935379281640055, "decode.d2.loss_mask": 0.685641273856163, "decode.d2.loss_dice": 1.0469820737838744, "decode.d3.loss_cls": 0.40460973158478736, "decode.d3.loss_mask": 0.6930506706237793, "decode.d3.loss_dice": 1.0442897111177445, "decode.d4.loss_cls": 0.4287464886903763, "decode.d4.loss_mask": 0.7046038538217545, "decode.d4.loss_dice": 0.9740171551704406, "decode.d5.loss_cls": 0.442577800899744, "decode.d5.loss_mask": 0.6826998889446259, "decode.d5.loss_dice": 0.9968130409717559, "decode.d6.loss_cls": 0.38826147355139257, "decode.d6.loss_mask": 0.6828463286161423, "decode.d6.loss_dice": 0.9364483624696731, "decode.d7.loss_cls": 0.34802806079387666, "decode.d7.loss_mask": 0.6827700167894364, "decode.d7.loss_dice": 0.9847591817378998, "decode.d8.loss_cls": 0.35207737050950527, "decode.d8.loss_mask": 0.6814523607492446, "decode.d8.loss_dice": 1.0050138115882874, "time": 0.5870336771011353, "memory": 7200, "step": 117200}
{"lr": 3.048856371516563e-06, "data_time": 0.009375929832458496, "grad_norm": 83.67842407226563, "loss": 25.410427951812743, "decode.loss_cls": 0.6724396921694279, "decode.loss_mask": 0.5767265886068345, "decode.loss_dice": 1.013515019416809, "decode.d0.loss_cls": 2.276711273193359, "decode.d0.loss_mask": 0.6758355110883713, "decode.d0.loss_dice": 1.2665500342845917, "decode.d1.loss_cls": 0.7792198941111564, "decode.d1.loss_mask": 0.6668313384056092, "decode.d1.loss_dice": 1.1964885622262955, "decode.d2.loss_cls": 0.7911602787673473, "decode.d2.loss_mask": 0.6066421210765839, "decode.d2.loss_dice": 1.0917190700769424, "decode.d3.loss_cls": 0.673932746052742, "decode.d3.loss_mask": 0.6000458210706711, "decode.d3.loss_dice": 1.067980456352234, "decode.d4.loss_cls": 0.7095045641064643, "decode.d4.loss_mask": 0.5954964697360993, "decode.d4.loss_dice": 1.0407823622226715, "decode.d5.loss_cls": 0.7010461065918208, "decode.d5.loss_mask": 0.5897999107837677, "decode.d5.loss_dice": 1.0273595452308655, "decode.d6.loss_cls": 0.6789310846477747, "decode.d6.loss_mask": 0.5899934619665146, "decode.d6.loss_dice": 1.0136691093444825, "decode.d7.loss_cls": 0.6997149918228388, "decode.d7.loss_mask": 0.5611854076385498, "decode.d7.loss_dice": 0.9933388799428939, "decode.d8.loss_cls": 0.657952417805791, "decode.d8.loss_mask": 0.5778144299983978, "decode.d8.loss_dice": 1.0180402785539626, "time": 0.5335919618606567, "memory": 7260, "step": 117250}
{"lr": 3.045646861260016e-06, "data_time": 0.009635996818542481, "grad_norm": 92.49959869384766, "loss": 19.68858003616333, "decode.loss_cls": 0.36776548326015474, "decode.loss_mask": 0.5878940641880035, "decode.loss_dice": 0.7791255563497543, "decode.d0.loss_cls": 1.9661205530166626, "decode.d0.loss_mask": 0.6515980899333954, "decode.d0.loss_dice": 0.9131870925426483, "decode.d1.loss_cls": 0.5205911546945572, "decode.d1.loss_mask": 0.6136446207761764, "decode.d1.loss_dice": 0.8117384761571884, "decode.d2.loss_cls": 0.43489995300769807, "decode.d2.loss_mask": 0.5945966869592667, "decode.d2.loss_dice": 0.7962362587451934, "decode.d3.loss_cls": 0.43134920075535776, "decode.d3.loss_mask": 0.6171979576349258, "decode.d3.loss_dice": 0.8101459115743637, "decode.d4.loss_cls": 0.40607102662324907, "decode.d4.loss_mask": 0.6107131287455558, "decode.d4.loss_dice": 0.7906514465808868, "decode.d5.loss_cls": 0.38024280592799187, "decode.d5.loss_mask": 0.6009697139263153, "decode.d5.loss_dice": 0.7689138978719712, "decode.d6.loss_cls": 0.3802159234881401, "decode.d6.loss_mask": 0.5976889550685882, "decode.d6.loss_dice": 0.780781701207161, "decode.d7.loss_cls": 0.3641930490732193, "decode.d7.loss_mask": 0.5917460232973099, "decode.d7.loss_dice": 0.7877870053052902, "decode.d8.loss_cls": 0.36018760949373246, "decode.d8.loss_mask": 0.5863118305802345, "decode.d8.loss_dice": 0.7860154390335083, "time": 0.5585379362106323, "memory": 7262, "step": 117300}
{"lr": 3.042436975160503e-06, "data_time": 0.009377360343933105, "grad_norm": 105.51178665161133, "loss": 21.27538604736328, "decode.loss_cls": 0.45332168936729433, "decode.loss_mask": 0.6139286756515503, "decode.loss_dice": 0.8476157754659652, "decode.d0.loss_cls": 1.7720420122146607, "decode.d0.loss_mask": 0.7205251008272171, "decode.d0.loss_dice": 0.9937018513679504, "decode.d1.loss_cls": 0.513750908523798, "decode.d1.loss_mask": 0.6766509383916854, "decode.d1.loss_dice": 0.9576629936695099, "decode.d2.loss_cls": 0.5816253364086151, "decode.d2.loss_mask": 0.6390869453549385, "decode.d2.loss_dice": 0.8999389380216598, "decode.d3.loss_cls": 0.5056448996067047, "decode.d3.loss_mask": 0.6107940718531608, "decode.d3.loss_dice": 0.8636951476335526, "decode.d4.loss_cls": 0.4772549092769623, "decode.d4.loss_mask": 0.6072084739804268, "decode.d4.loss_dice": 0.8621828407049179, "decode.d5.loss_cls": 0.4612211287021637, "decode.d5.loss_mask": 0.631922198832035, "decode.d5.loss_dice": 0.8685208618640899, "decode.d6.loss_cls": 0.4323368720710278, "decode.d6.loss_mask": 0.6362963661551475, "decode.d6.loss_dice": 0.8632993221282959, "decode.d7.loss_cls": 0.4415702797472477, "decode.d7.loss_mask": 0.6187643855810165, "decode.d7.loss_dice": 0.844076606631279, "decode.d8.loss_cls": 0.4186737112700939, "decode.d8.loss_mask": 0.6122596144676209, "decode.d8.loss_dice": 0.8498124152421951, "time": 0.5352910757064819, "memory": 7227, "step": 117350}
{"lr": 3.0392267127333166e-06, "data_time": 0.009381914138793945, "grad_norm": 87.67072677612305, "loss": 23.264160633087158, "decode.loss_cls": 0.551009538769722, "decode.loss_mask": 0.5803398132324219, "decode.loss_dice": 0.9483160138130188, "decode.d0.loss_cls": 2.113409090042114, "decode.d0.loss_mask": 0.6203977942466736, "decode.d0.loss_dice": 1.1533952593803405, "decode.d1.loss_cls": 0.6640380039811135, "decode.d1.loss_mask": 0.6119722604751587, "decode.d1.loss_dice": 1.0654190480709076, "decode.d2.loss_cls": 0.5883831083774567, "decode.d2.loss_mask": 0.5972657799720764, "decode.d2.loss_dice": 1.0441228687763213, "decode.d3.loss_cls": 0.5838826850056649, "decode.d3.loss_mask": 0.5851971000432968, "decode.d3.loss_dice": 0.998747855424881, "decode.d4.loss_cls": 0.5680765233933925, "decode.d4.loss_mask": 0.5857623100280762, "decode.d4.loss_dice": 0.9838246047496796, "decode.d5.loss_cls": 0.5645229324698449, "decode.d5.loss_mask": 0.5879048198461533, "decode.d5.loss_dice": 0.980187052488327, "decode.d6.loss_cls": 0.5380504809319973, "decode.d6.loss_mask": 0.5743379026651383, "decode.d6.loss_dice": 0.9619090259075165, "decode.d7.loss_cls": 0.5700392261147499, "decode.d7.loss_mask": 0.5758061498403549, "decode.d7.loss_dice": 0.9689247608184814, "decode.d8.loss_cls": 0.5963859096169472, "decode.d8.loss_mask": 0.5620206862688064, "decode.d8.loss_dice": 0.9405111074447632, "time": 0.5341981172561645, "memory": 7256, "step": 117400}
{"lr": 3.036016073492563e-06, "data_time": 0.00930931568145752, "grad_norm": 84.01959609985352, "loss": 19.027658414840698, "decode.loss_cls": 0.21922606304287912, "decode.loss_mask": 0.516513779759407, "decode.loss_dice": 0.8670756831765175, "decode.d0.loss_cls": 2.0160993456840517, "decode.d0.loss_mask": 0.6147952362895012, "decode.d0.loss_dice": 1.0317747458815574, "decode.d1.loss_cls": 0.40901506170630453, "decode.d1.loss_mask": 0.5719487816095352, "decode.d1.loss_dice": 0.9330405995249749, "decode.d2.loss_cls": 0.3062352053821087, "decode.d2.loss_mask": 0.5656522512435913, "decode.d2.loss_dice": 0.9329303935170173, "decode.d3.loss_cls": 0.2830723188817501, "decode.d3.loss_mask": 0.5324512928724289, "decode.d3.loss_dice": 0.907860828191042, "decode.d4.loss_cls": 0.28151565194129946, "decode.d4.loss_mask": 0.5318684190511703, "decode.d4.loss_dice": 0.9383124493062496, "decode.d5.loss_cls": 0.24558083154261112, "decode.d5.loss_mask": 0.5231486231088638, "decode.d5.loss_dice": 0.8754028528928757, "decode.d6.loss_cls": 0.259976415336132, "decode.d6.loss_mask": 0.5231360912322998, "decode.d6.loss_dice": 0.8745109133422375, "decode.d7.loss_cls": 0.2476868100464344, "decode.d7.loss_mask": 0.5210083991289138, "decode.d7.loss_dice": 0.8755446679890155, "decode.d8.loss_cls": 0.2346701480448246, "decode.d8.loss_mask": 0.522891791164875, "decode.d8.loss_dice": 0.8647127598524094, "time": 0.5588858604431153, "memory": 7248, "step": 117450}
{"lr": 3.0328050569511444e-06, "data_time": 0.009325551986694335, "grad_norm": 94.11514511108399, "loss": 25.969095516204835, "decode.loss_cls": 0.5479206707328558, "decode.loss_mask": 0.6661230027675629, "decode.loss_dice": 0.9975512951612473, "decode.d0.loss_cls": 2.444718396663666, "decode.d0.loss_mask": 0.7756016790866852, "decode.d0.loss_dice": 1.282457822561264, "decode.d1.loss_cls": 0.7624800719320775, "decode.d1.loss_mask": 0.7392966151237488, "decode.d1.loss_dice": 1.1858001351356506, "decode.d2.loss_cls": 0.70259530544281, "decode.d2.loss_mask": 0.7253116846084595, "decode.d2.loss_dice": 1.0754876017570496, "decode.d3.loss_cls": 0.6729145452380181, "decode.d3.loss_mask": 0.7148457407951355, "decode.d3.loss_dice": 1.0713654190301896, "decode.d4.loss_cls": 0.6219624545425176, "decode.d4.loss_mask": 0.7106736391782761, "decode.d4.loss_dice": 1.0805760949850083, "decode.d5.loss_cls": 0.6126183979213238, "decode.d5.loss_mask": 0.7015886336565018, "decode.d5.loss_dice": 1.0535691410303116, "decode.d6.loss_cls": 0.5633959613740445, "decode.d6.loss_mask": 0.6699055582284927, "decode.d6.loss_dice": 1.025032952427864, "decode.d7.loss_cls": 0.5681417815387249, "decode.d7.loss_mask": 0.6684228092432022, "decode.d7.loss_dice": 1.030070072412491, "decode.d8.loss_cls": 0.6178628440946341, "decode.d8.loss_mask": 0.6670072227716446, "decode.d8.loss_dice": 1.0137982666492462, "time": 0.5591257810592651, "memory": 7246, "step": 117500}
{"lr": 3.0295936626207556e-06, "data_time": 0.009346437454223634, "grad_norm": 76.75149688720703, "loss": 20.79992389678955, "decode.loss_cls": 0.30077202841639517, "decode.loss_mask": 0.5583214521408081, "decode.loss_dice": 0.9585083812475205, "decode.d0.loss_cls": 2.1377336740493775, "decode.d0.loss_mask": 0.5877097502350808, "decode.d0.loss_dice": 1.072421833872795, "decode.d1.loss_cls": 0.4805093638598919, "decode.d1.loss_mask": 0.5886611461639404, "decode.d1.loss_dice": 1.0212461173534393, "decode.d2.loss_cls": 0.383516912907362, "decode.d2.loss_mask": 0.5665628328919411, "decode.d2.loss_dice": 1.006152379512787, "decode.d3.loss_cls": 0.3740913815796375, "decode.d3.loss_mask": 0.5501089632511139, "decode.d3.loss_dice": 0.9623672783374786, "decode.d4.loss_cls": 0.34827080368995667, "decode.d4.loss_mask": 0.5561589315533638, "decode.d4.loss_dice": 0.9529752641916275, "decode.d5.loss_cls": 0.3287647671997547, "decode.d5.loss_mask": 0.5522062316536903, "decode.d5.loss_dice": 0.9559024304151535, "decode.d6.loss_cls": 0.3535070590674877, "decode.d6.loss_mask": 0.5565157741308212, "decode.d6.loss_dice": 0.9510355919599534, "decode.d7.loss_cls": 0.3398068007081747, "decode.d7.loss_mask": 0.5553468555212021, "decode.d7.loss_dice": 0.9666935205459595, "decode.d8.loss_cls": 0.3251503903418779, "decode.d8.loss_mask": 0.5579912766814232, "decode.d8.loss_dice": 0.9509142339229584, "time": 0.560132646560669, "memory": 7204, "step": 117550}
{"lr": 3.0263818900118954e-06, "data_time": 0.00946652889251709, "grad_norm": 95.25043029785157, "loss": 22.931084442138673, "decode.loss_cls": 0.4428071532398462, "decode.loss_mask": 0.705063882470131, "decode.loss_dice": 0.8884978711605072, "decode.d0.loss_cls": 2.1616430401802065, "decode.d0.loss_mask": 0.758980217576027, "decode.d0.loss_dice": 1.0156834065914153, "decode.d1.loss_cls": 0.6499990470707416, "decode.d1.loss_mask": 0.6964389681816101, "decode.d1.loss_dice": 0.9389884173870087, "decode.d2.loss_cls": 0.536402403190732, "decode.d2.loss_mask": 0.7026134908199311, "decode.d2.loss_dice": 0.8738962888717652, "decode.d3.loss_cls": 0.5532597303390503, "decode.d3.loss_mask": 0.6884222239255905, "decode.d3.loss_dice": 0.8554497539997101, "decode.d4.loss_cls": 0.526957780867815, "decode.d4.loss_mask": 0.6963093101978302, "decode.d4.loss_dice": 0.8893536508083344, "decode.d5.loss_cls": 0.5401066705584526, "decode.d5.loss_mask": 0.706222265958786, "decode.d5.loss_dice": 0.8705816775560379, "decode.d6.loss_cls": 0.4882698178291321, "decode.d6.loss_mask": 0.7098836332559586, "decode.d6.loss_dice": 0.8884042859077453, "decode.d7.loss_cls": 0.5014084413647651, "decode.d7.loss_mask": 0.7170056641101837, "decode.d7.loss_dice": 0.8722402840852738, "decode.d8.loss_cls": 0.48250569887459277, "decode.d8.loss_mask": 0.7022588312625885, "decode.d8.loss_dice": 0.8714295446872711, "time": 0.5590657711029052, "memory": 7176, "step": 117600}
{"lr": 3.023169738633838e-06, "data_time": 0.009523439407348632, "grad_norm": 88.81516342163086, "loss": 18.977603912353516, "decode.loss_cls": 0.2997534066438675, "decode.loss_mask": 0.5533699423074723, "decode.loss_dice": 0.7484423756599426, "decode.d0.loss_cls": 2.024380886554718, "decode.d0.loss_mask": 0.6142865896224976, "decode.d0.loss_dice": 0.9114149302244187, "decode.d1.loss_cls": 0.5907262399792671, "decode.d1.loss_mask": 0.5961069852113724, "decode.d1.loss_dice": 0.8520452439785003, "decode.d2.loss_cls": 0.4439191550016403, "decode.d2.loss_mask": 0.5579357236623764, "decode.d2.loss_dice": 0.7761206358671189, "decode.d3.loss_cls": 0.4312145486474037, "decode.d3.loss_mask": 0.5423380106687545, "decode.d3.loss_dice": 0.7629051297903061, "decode.d4.loss_cls": 0.40660072714090345, "decode.d4.loss_mask": 0.5468018382787705, "decode.d4.loss_dice": 0.7569948375225067, "decode.d5.loss_cls": 0.316497366130352, "decode.d5.loss_mask": 0.556449243426323, "decode.d5.loss_dice": 0.7570078581571579, "decode.d6.loss_cls": 0.34450045228004456, "decode.d6.loss_mask": 0.5523976445198059, "decode.d6.loss_dice": 0.7519443958997727, "decode.d7.loss_cls": 0.3520988807082176, "decode.d7.loss_mask": 0.5471338540315628, "decode.d7.loss_dice": 0.7509184807538987, "decode.d8.loss_cls": 0.32519992589950564, "decode.d8.loss_mask": 0.5540045201778412, "decode.d8.loss_dice": 0.7540945678949356, "time": 0.5359285116195679, "memory": 7216, "step": 117650}
{"lr": 3.0199572079946536e-06, "data_time": 0.009467029571533203, "grad_norm": 84.90528450012206, "loss": 21.227629089355467, "decode.loss_cls": 0.3849886626005173, "decode.loss_mask": 0.524974113702774, "decode.loss_dice": 0.9271713972091675, "decode.d0.loss_cls": 2.1227414488792418, "decode.d0.loss_mask": 0.642014992237091, "decode.d0.loss_dice": 1.1122810542583466, "decode.d1.loss_cls": 0.6047386229038239, "decode.d1.loss_mask": 0.5797322303056717, "decode.d1.loss_dice": 1.0027518093585968, "decode.d2.loss_cls": 0.5511678695678711, "decode.d2.loss_mask": 0.5322927862405777, "decode.d2.loss_dice": 0.9809571862220764, "decode.d3.loss_cls": 0.47247380912303927, "decode.d3.loss_mask": 0.5353576183319092, "decode.d3.loss_dice": 0.901356828212738, "decode.d4.loss_cls": 0.4418205298483372, "decode.d4.loss_mask": 0.537579694390297, "decode.d4.loss_dice": 0.9611072659492492, "decode.d5.loss_cls": 0.45435127466917036, "decode.d5.loss_mask": 0.5285783052444458, "decode.d5.loss_dice": 0.9121058881282806, "decode.d6.loss_cls": 0.3709823727607727, "decode.d6.loss_mask": 0.5226666331291199, "decode.d6.loss_dice": 0.9315501928329468, "decode.d7.loss_cls": 0.3923698589205742, "decode.d7.loss_mask": 0.5348156690597534, "decode.d7.loss_dice": 0.9293233633041382, "decode.d8.loss_cls": 0.39257572889328, "decode.d8.loss_mask": 0.5227672338485718, "decode.d8.loss_dice": 0.9200346410274506, "time": 0.5330219745635987, "memory": 7254, "step": 117700}
{"lr": 3.016744297601177e-06, "data_time": 0.00949704647064209, "grad_norm": 81.86732406616211, "loss": 22.825220251083373, "decode.loss_cls": 0.4689723111689091, "decode.loss_mask": 0.5364318162202835, "decode.loss_dice": 0.9591137290000915, "decode.d0.loss_cls": 2.209172320365906, "decode.d0.loss_mask": 0.6282621964812278, "decode.d0.loss_dice": 1.2007087886333465, "decode.d1.loss_cls": 0.7829038098454475, "decode.d1.loss_mask": 0.5664142027497292, "decode.d1.loss_dice": 1.060545027256012, "decode.d2.loss_cls": 0.6769228726625443, "decode.d2.loss_mask": 0.5660428822040557, "decode.d2.loss_dice": 1.0073075324296952, "decode.d3.loss_cls": 0.6193772286176682, "decode.d3.loss_mask": 0.5403429344296455, "decode.d3.loss_dice": 0.9696040689945221, "decode.d4.loss_cls": 0.5445317044854164, "decode.d4.loss_mask": 0.5402676247060298, "decode.d4.loss_dice": 0.9700869441032409, "decode.d5.loss_cls": 0.521809670329094, "decode.d5.loss_mask": 0.5411592163145542, "decode.d5.loss_dice": 0.9545546025037766, "decode.d6.loss_cls": 0.5067935571074486, "decode.d6.loss_mask": 0.5324987649917603, "decode.d6.loss_dice": 0.9549683600664138, "decode.d7.loss_cls": 0.47703319042921066, "decode.d7.loss_mask": 0.5297714881598949, "decode.d7.loss_dice": 0.9622141063213349, "decode.d8.loss_cls": 0.4922416292130947, "decode.d8.loss_mask": 0.5373892590403557, "decode.d8.loss_dice": 0.9677805036306382, "time": 0.5601024866104126, "memory": 7227, "step": 117750}
{"lr": 3.0135310069590256e-06, "data_time": 0.00932016372680664, "grad_norm": 93.04481163024903, "loss": 20.323727416992188, "decode.loss_cls": 0.31737875416874883, "decode.loss_mask": 0.6158114463090897, "decode.loss_dice": 0.8205232948064805, "decode.d0.loss_cls": 2.1582590103149415, "decode.d0.loss_mask": 0.6350077211856842, "decode.d0.loss_dice": 1.0076020240783692, "decode.d1.loss_cls": 0.43887229412794115, "decode.d1.loss_mask": 0.6190496474504471, "decode.d1.loss_dice": 0.9261255413293839, "decode.d2.loss_cls": 0.43595883473753927, "decode.d2.loss_mask": 0.6178455054759979, "decode.d2.loss_dice": 0.8548031270503997, "decode.d3.loss_cls": 0.4243740290403366, "decode.d3.loss_mask": 0.6158063054084778, "decode.d3.loss_dice": 0.8292290717363358, "decode.d4.loss_cls": 0.36427307277917864, "decode.d4.loss_mask": 0.628406286239624, "decode.d4.loss_dice": 0.8379486590623856, "decode.d5.loss_cls": 0.4180830609053373, "decode.d5.loss_mask": 0.6007233649492264, "decode.d5.loss_dice": 0.8238474547863006, "decode.d6.loss_cls": 0.3615805462002754, "decode.d6.loss_mask": 0.6218585878610611, "decode.d6.loss_dice": 0.8131319016218186, "decode.d7.loss_cls": 0.36655297726392744, "decode.d7.loss_mask": 0.6038165509700775, "decode.d7.loss_dice": 0.8195516139268875, "decode.d8.loss_cls": 0.31933763325214387, "decode.d8.loss_mask": 0.6154285460710526, "decode.d8.loss_dice": 0.8125405550003052, "time": 0.533645486831665, "memory": 7235, "step": 117800}
{"lr": 3.0103173355725863e-06, "data_time": 0.00936887264251709, "grad_norm": 85.86211585998535, "loss": 26.339537620544434, "decode.loss_cls": 0.5519582152366638, "decode.loss_mask": 0.6865324825048447, "decode.loss_dice": 1.0544854760169984, "decode.d0.loss_cls": 2.3379450917243956, "decode.d0.loss_mask": 0.7597750306129456, "decode.d0.loss_dice": 1.2581252694129943, "decode.d1.loss_cls": 0.8598642006516457, "decode.d1.loss_mask": 0.7493023872375488, "decode.d1.loss_dice": 1.1977631628513337, "decode.d2.loss_cls": 0.783585573732853, "decode.d2.loss_mask": 0.7094161152839661, "decode.d2.loss_dice": 1.1238415002822877, "decode.d3.loss_cls": 0.6407632678747177, "decode.d3.loss_mask": 0.714663177728653, "decode.d3.loss_dice": 1.099320638179779, "decode.d4.loss_cls": 0.5642382025718689, "decode.d4.loss_mask": 0.7267105489969253, "decode.d4.loss_dice": 1.0927837073802948, "decode.d5.loss_cls": 0.5692661970853805, "decode.d5.loss_mask": 0.7260887384414673, "decode.d5.loss_dice": 1.103197181224823, "decode.d6.loss_cls": 0.5621889039874077, "decode.d6.loss_mask": 0.7181950211524963, "decode.d6.loss_dice": 1.0938601911067962, "decode.d7.loss_cls": 0.530826187133789, "decode.d7.loss_mask": 0.7115324676036835, "decode.d7.loss_dice": 1.0941519677639007, "decode.d8.loss_cls": 0.5338815525174141, "decode.d8.loss_mask": 0.7019630253314972, "decode.d8.loss_dice": 1.0833111226558685, "time": 0.5595992565155029, "memory": 7195, "step": 117850}
{"lr": 3.007103282945006e-06, "data_time": 0.00945901870727539, "grad_norm": 75.16799812316894, "loss": 31.724880123138426, "decode.loss_cls": 0.6138662382960319, "decode.loss_mask": 0.8890915513038635, "decode.loss_dice": 1.3347921788692474, "decode.d0.loss_cls": 2.262919914722443, "decode.d0.loss_mask": 0.9444170236587525, "decode.d0.loss_dice": 1.525461381673813, "decode.d1.loss_cls": 0.9952596373856067, "decode.d1.loss_mask": 0.916989940404892, "decode.d1.loss_dice": 1.3926041901111603, "decode.d2.loss_cls": 0.9127848595380783, "decode.d2.loss_mask": 0.8927292346954345, "decode.d2.loss_dice": 1.356623387336731, "decode.d3.loss_cls": 0.8362614534795284, "decode.d3.loss_mask": 0.89762042760849, "decode.d3.loss_dice": 1.3316047817468644, "decode.d4.loss_cls": 0.8198790825903416, "decode.d4.loss_mask": 0.909751582145691, "decode.d4.loss_dice": 1.3204041421413422, "decode.d5.loss_cls": 0.7478372558951378, "decode.d5.loss_mask": 0.8855856359004974, "decode.d5.loss_dice": 1.306631737947464, "decode.d6.loss_cls": 0.706691375374794, "decode.d6.loss_mask": 0.8973594725131988, "decode.d6.loss_dice": 1.302384877204895, "decode.d7.loss_cls": 0.6842745430767536, "decode.d7.loss_mask": 0.8842264831066131, "decode.d7.loss_dice": 1.3256707966327668, "decode.d8.loss_cls": 0.6297334425151349, "decode.d8.loss_mask": 0.8891745746135712, "decode.d8.loss_dice": 1.3122490525245667, "time": 0.5340140104293823, "memory": 7315, "step": 117900}
{"lr": 3.003888848578201e-06, "data_time": 0.009451818466186524, "grad_norm": 91.64403953552247, "loss": 17.56003963947296, "decode.loss_cls": 0.3108851443976164, "decode.loss_mask": 0.5354555204510689, "decode.loss_dice": 0.6852425612509251, "decode.d0.loss_cls": 1.7559987604618073, "decode.d0.loss_mask": 0.5690317034721375, "decode.d0.loss_dice": 0.8091686271131039, "decode.d1.loss_cls": 0.44516311809420583, "decode.d1.loss_mask": 0.5660273611545563, "decode.d1.loss_dice": 0.7720599085092544, "decode.d2.loss_cls": 0.3799283143132925, "decode.d2.loss_mask": 0.5588694214820862, "decode.d2.loss_dice": 0.7100488372147084, "decode.d3.loss_cls": 0.33037841133773327, "decode.d3.loss_mask": 0.5516752868890762, "decode.d3.loss_dice": 0.7223252847790718, "decode.d4.loss_cls": 0.3210012771189213, "decode.d4.loss_mask": 0.5538363575935363, "decode.d4.loss_dice": 0.6976883850991726, "decode.d5.loss_cls": 0.32762954421341417, "decode.d5.loss_mask": 0.5478183716535568, "decode.d5.loss_dice": 0.7093047529459, "decode.d6.loss_cls": 0.3175992637872696, "decode.d6.loss_mask": 0.528111657500267, "decode.d6.loss_dice": 0.7115870445966721, "decode.d7.loss_cls": 0.32614018619060514, "decode.d7.loss_mask": 0.5311432600021362, "decode.d7.loss_dice": 0.681500093638897, "decode.d8.loss_cls": 0.35315119437873366, "decode.d8.loss_mask": 0.5570621490478516, "decode.d8.loss_dice": 0.6942083716392518, "time": 0.5341835260391236, "memory": 7235, "step": 117950}
{"lr": 3.0006740319728384e-06, "data_time": 0.009264850616455078, "grad_norm": 91.25534133911133, "loss": 25.490668869018556, "decode.loss_cls": 0.49580689519643784, "decode.loss_mask": 0.5984547942876816, "decode.loss_dice": 1.225104920566082, "decode.d0.loss_cls": 2.1500619411468507, "decode.d0.loss_mask": 0.6150996565818787, "decode.d0.loss_dice": 1.360074433684349, "decode.d1.loss_cls": 0.6942958809435368, "decode.d1.loss_mask": 0.5963243395090103, "decode.d1.loss_dice": 1.2879600375890732, "decode.d2.loss_cls": 0.586314631998539, "decode.d2.loss_mask": 0.596150529384613, "decode.d2.loss_dice": 1.2854338318109513, "decode.d3.loss_cls": 0.5790353357791901, "decode.d3.loss_mask": 0.5944983333349227, "decode.d3.loss_dice": 1.2274012461304664, "decode.d4.loss_cls": 0.4886875718832016, "decode.d4.loss_mask": 0.6104816943407059, "decode.d4.loss_dice": 1.2606614246964454, "decode.d5.loss_cls": 0.5019727647304535, "decode.d5.loss_mask": 0.5884207561612129, "decode.d5.loss_dice": 1.2383863016963006, "decode.d6.loss_cls": 0.44028811529278755, "decode.d6.loss_mask": 0.6064624279737473, "decode.d6.loss_dice": 1.245656567811966, "decode.d7.loss_cls": 0.4737127974629402, "decode.d7.loss_mask": 0.5908799022436142, "decode.d7.loss_dice": 1.218326200544834, "decode.d8.loss_cls": 0.5289941236376763, "decode.d8.loss_mask": 0.5798026621341705, "decode.d8.loss_dice": 1.2259183645248413, "time": 0.5590949058532715, "memory": 7217, "step": 118000}
{"lr": 2.997458832628334e-06, "data_time": 0.00929255485534668, "grad_norm": 91.34593048095704, "loss": 26.05325593948364, "decode.loss_cls": 0.5797627530992031, "decode.loss_mask": 0.573567858338356, "decode.loss_dice": 1.1196707725524901, "decode.d0.loss_cls": 2.4173429012298584, "decode.d0.loss_mask": 0.7129627048969269, "decode.d0.loss_dice": 1.3348823070526123, "decode.d1.loss_cls": 0.8277943909168244, "decode.d1.loss_mask": 0.6518152058124542, "decode.d1.loss_dice": 1.2317497074604034, "decode.d2.loss_cls": 0.6997251465916634, "decode.d2.loss_mask": 0.6312649130821228, "decode.d2.loss_dice": 1.1855446547269821, "decode.d3.loss_cls": 0.6185160264372825, "decode.d3.loss_mask": 0.6331377893686294, "decode.d3.loss_dice": 1.14091255068779, "decode.d4.loss_cls": 0.5953542068600655, "decode.d4.loss_mask": 0.6250369668006897, "decode.d4.loss_dice": 1.1199254393577576, "decode.d5.loss_cls": 0.6086660102009773, "decode.d5.loss_mask": 0.6338263690471649, "decode.d5.loss_dice": 1.153852790594101, "decode.d6.loss_cls": 0.6213142856955528, "decode.d6.loss_mask": 0.6254835665225983, "decode.d6.loss_dice": 1.1074525356292724, "decode.d7.loss_cls": 0.5366025350987911, "decode.d7.loss_mask": 0.6191789746284485, "decode.d7.loss_dice": 1.110669595003128, "decode.d8.loss_cls": 0.6301021508872509, "decode.d8.loss_mask": 0.5858895242214203, "decode.d8.loss_dice": 1.1212519526481628, "time": 0.5857357263565064, "memory": 7280, "step": 118050}
{"lr": 2.9942432500428586e-06, "data_time": 0.009458565711975097, "grad_norm": 89.05137176513672, "loss": 25.780143833160402, "decode.loss_cls": 0.42051332294940946, "decode.loss_mask": 0.6821976482868195, "decode.loss_dice": 1.1628655642271042, "decode.d0.loss_cls": 2.218190920352936, "decode.d0.loss_mask": 0.7057913303375244, "decode.d0.loss_dice": 1.400944358110428, "decode.d1.loss_cls": 0.7004272416234016, "decode.d1.loss_mask": 0.7244510173797607, "decode.d1.loss_dice": 1.2894265711307527, "decode.d2.loss_cls": 0.6160425171256065, "decode.d2.loss_mask": 0.6652611792087555, "decode.d2.loss_dice": 1.219727525115013, "decode.d3.loss_cls": 0.5917290307581424, "decode.d3.loss_mask": 0.6758141785860061, "decode.d3.loss_dice": 1.1687037736177444, "decode.d4.loss_cls": 0.5041076593101025, "decode.d4.loss_mask": 0.6947662055492401, "decode.d4.loss_dice": 1.1717930734157562, "decode.d5.loss_cls": 0.522862634062767, "decode.d5.loss_mask": 0.65467269718647, "decode.d5.loss_dice": 1.136932197213173, "decode.d6.loss_cls": 0.4734682783484459, "decode.d6.loss_mask": 0.6520000547170639, "decode.d6.loss_dice": 1.1474020332098007, "decode.d7.loss_cls": 0.4165947429835796, "decode.d7.loss_mask": 0.6743613004684448, "decode.d7.loss_dice": 1.1587563812732697, "decode.d8.loss_cls": 0.5143974252045155, "decode.d8.loss_mask": 0.6647851496934891, "decode.d8.loss_dice": 1.1511565655469895, "time": 0.5343075037002564, "memory": 7241, "step": 118100}
{"lr": 2.9910272837133176e-06, "data_time": 0.009710097312927246, "grad_norm": 84.39688186645508, "loss": 20.66094837188721, "decode.loss_cls": 0.26784287504851817, "decode.loss_mask": 0.6370020896196366, "decode.loss_dice": 0.8864953875541687, "decode.d0.loss_cls": 2.237306094169617, "decode.d0.loss_mask": 0.7028777360916137, "decode.d0.loss_dice": 1.0140868365764617, "decode.d1.loss_cls": 0.44558850936591626, "decode.d1.loss_mask": 0.6698915719985962, "decode.d1.loss_dice": 0.9460907995700836, "decode.d2.loss_cls": 0.4159932941198349, "decode.d2.loss_mask": 0.644105413556099, "decode.d2.loss_dice": 0.9004268139600754, "decode.d3.loss_cls": 0.3601802784949541, "decode.d3.loss_mask": 0.6268442779779434, "decode.d3.loss_dice": 0.8858016788959503, "decode.d4.loss_cls": 0.283148555457592, "decode.d4.loss_mask": 0.6292328268289566, "decode.d4.loss_dice": 0.9000623673200607, "decode.d5.loss_cls": 0.3076680079102516, "decode.d5.loss_mask": 0.6234007775783539, "decode.d5.loss_dice": 0.8797610700130463, "decode.d6.loss_cls": 0.3715369876474142, "decode.d6.loss_mask": 0.6112986147403717, "decode.d6.loss_dice": 0.8445763885974884, "decode.d7.loss_cls": 0.31878735572099687, "decode.d7.loss_mask": 0.624652910232544, "decode.d7.loss_dice": 0.8618054986000061, "decode.d8.loss_cls": 0.29003135710954664, "decode.d8.loss_mask": 0.6300471216440201, "decode.d8.loss_dice": 0.8444052636623383, "time": 0.5356233596801758, "memory": 7204, "step": 118150}
{"lr": 2.9878109331353603e-06, "data_time": 0.009585833549499512, "grad_norm": 86.58731803894042, "loss": 23.3807391166687, "decode.loss_cls": 0.5727296277880669, "decode.loss_mask": 0.5234629809856415, "decode.loss_dice": 0.9337451815605163, "decode.d0.loss_cls": 2.4567501544952393, "decode.d0.loss_mask": 0.5979957640171051, "decode.d0.loss_dice": 1.1680732250213623, "decode.d1.loss_cls": 0.7918428003787994, "decode.d1.loss_mask": 0.5660885542631149, "decode.d1.loss_dice": 1.0416148513555528, "decode.d2.loss_cls": 0.6422520548105239, "decode.d2.loss_mask": 0.5482496827840805, "decode.d2.loss_dice": 1.0054290175437928, "decode.d3.loss_cls": 0.6416997127234936, "decode.d3.loss_mask": 0.5400934517383575, "decode.d3.loss_dice": 0.9428582727909088, "decode.d4.loss_cls": 0.5759275652468204, "decode.d4.loss_mask": 0.5370259046554565, "decode.d4.loss_dice": 0.9711313843727112, "decode.d5.loss_cls": 0.6353309921920299, "decode.d5.loss_mask": 0.530411721765995, "decode.d5.loss_dice": 0.9599336564540863, "decode.d6.loss_cls": 0.6318025596439838, "decode.d6.loss_mask": 0.5264086678624154, "decode.d6.loss_dice": 0.9348921239376068, "decode.d7.loss_cls": 0.5828883670270443, "decode.d7.loss_mask": 0.5354844391345978, "decode.d7.loss_dice": 0.9389791309833526, "decode.d8.loss_cls": 0.5545883551239967, "decode.d8.loss_mask": 0.5284398674964905, "decode.d8.loss_dice": 0.9646086871623993, "time": 0.5325296878814697, "memory": 7187, "step": 118200}
{"lr": 2.9845941978033644e-06, "data_time": 0.00947709083557129, "grad_norm": 87.54602851867676, "loss": 20.27429265975952, "decode.loss_cls": 0.4315269127488136, "decode.loss_mask": 0.5817596048116684, "decode.loss_dice": 0.8093597888946533, "decode.d0.loss_cls": 2.1310418844223022, "decode.d0.loss_mask": 0.618108931183815, "decode.d0.loss_dice": 0.9015176892280579, "decode.d1.loss_cls": 0.45400392413139345, "decode.d1.loss_mask": 0.6027844369411468, "decode.d1.loss_dice": 0.9064984023571014, "decode.d2.loss_cls": 0.4318223312497139, "decode.d2.loss_mask": 0.5984496772289276, "decode.d2.loss_dice": 0.8629420220851898, "decode.d3.loss_cls": 0.4141741909086704, "decode.d3.loss_mask": 0.5843370079994201, "decode.d3.loss_dice": 0.8443545699119568, "decode.d4.loss_cls": 0.38737055733799935, "decode.d4.loss_mask": 0.5810632407665253, "decode.d4.loss_dice": 0.8498425275087357, "decode.d5.loss_cls": 0.4334064558148384, "decode.d5.loss_mask": 0.5883572161197662, "decode.d5.loss_dice": 0.8312973022460938, "decode.d6.loss_cls": 0.38187749236822127, "decode.d6.loss_mask": 0.5695686936378479, "decode.d6.loss_dice": 0.8477105140686035, "decode.d7.loss_cls": 0.38645018339157106, "decode.d7.loss_mask": 0.5808339536190033, "decode.d7.loss_dice": 0.8371337682008744, "decode.d8.loss_cls": 0.4111275188624859, "decode.d8.loss_mask": 0.5815474510192871, "decode.d8.loss_dice": 0.8340241134166717, "time": 0.5332433462142945, "memory": 7240, "step": 118250}
{"lr": 2.9813770772104387e-06, "data_time": 0.009456872940063477, "grad_norm": 87.5729866027832, "loss": 22.753117752075195, "decode.loss_cls": 0.47593422830104826, "decode.loss_mask": 0.6151208013296128, "decode.loss_dice": 0.8403337597846985, "decode.d0.loss_cls": 2.2733824014663697, "decode.d0.loss_mask": 0.745930090546608, "decode.d0.loss_dice": 1.0625349581241608, "decode.d1.loss_cls": 0.7651880346238613, "decode.d1.loss_mask": 0.6786718368530273, "decode.d1.loss_dice": 0.8924731522798538, "decode.d2.loss_cls": 0.7263306207954884, "decode.d2.loss_mask": 0.6456876240670681, "decode.d2.loss_dice": 0.8899542808532714, "decode.d3.loss_cls": 0.5859468273818493, "decode.d3.loss_mask": 0.6233055017888546, "decode.d3.loss_dice": 0.8637381881475449, "decode.d4.loss_cls": 0.5481097534298897, "decode.d4.loss_mask": 0.6322397470474244, "decode.d4.loss_dice": 0.8511151671409607, "decode.d5.loss_cls": 0.5183085970580578, "decode.d5.loss_mask": 0.6515853397548199, "decode.d5.loss_dice": 0.8732733845710754, "decode.d6.loss_cls": 0.5126261696219444, "decode.d6.loss_mask": 0.6294208690524101, "decode.d6.loss_dice": 0.8760239660739899, "decode.d7.loss_cls": 0.488195226341486, "decode.d7.loss_mask": 0.6205504104495049, "decode.d7.loss_dice": 0.8497778952121735, "decode.d8.loss_cls": 0.5414264284074306, "decode.d8.loss_mask": 0.6175022326409817, "decode.d8.loss_dice": 0.8584305137395859, "time": 0.5360941648483276, "memory": 7229, "step": 118300}
{"lr": 2.978159570848414e-06, "data_time": 0.009400343894958496, "grad_norm": 83.95631141662598, "loss": 23.173924922943115, "decode.loss_cls": 0.42634946629405024, "decode.loss_mask": 0.6545913934707641, "decode.loss_dice": 0.943741711974144, "decode.d0.loss_cls": 2.098133373260498, "decode.d0.loss_mask": 0.7204594880342483, "decode.d0.loss_dice": 1.1364284127950668, "decode.d1.loss_cls": 0.6174013018608093, "decode.d1.loss_mask": 0.6813798189163208, "decode.d1.loss_dice": 1.0010586589574815, "decode.d2.loss_cls": 0.5356025718152523, "decode.d2.loss_mask": 0.690198415517807, "decode.d2.loss_dice": 1.0165124475955962, "decode.d3.loss_cls": 0.4637359485030174, "decode.d3.loss_mask": 0.698512750864029, "decode.d3.loss_dice": 0.9899750828742981, "decode.d4.loss_cls": 0.5250250823795796, "decode.d4.loss_mask": 0.6806421399116516, "decode.d4.loss_dice": 0.962775981426239, "decode.d5.loss_cls": 0.43801083639264105, "decode.d5.loss_mask": 0.683713898062706, "decode.d5.loss_dice": 0.9892141908407212, "decode.d6.loss_cls": 0.47588869780302046, "decode.d6.loss_mask": 0.6701083451509475, "decode.d6.loss_dice": 0.9489271670579911, "decode.d7.loss_cls": 0.4615280695259571, "decode.d7.loss_mask": 0.660174772143364, "decode.d7.loss_dice": 0.953095605969429, "decode.d8.loss_cls": 0.401512261480093, "decode.d8.loss_mask": 0.6747758835554123, "decode.d8.loss_dice": 0.9744515359401703, "time": 0.5327420949935913, "memory": 7246, "step": 118350}
{"lr": 2.9749416782078444e-06, "data_time": 0.009387493133544922, "grad_norm": 87.09863739013672, "loss": 25.766945552825927, "decode.loss_cls": 0.3907780572772026, "decode.loss_mask": 0.672162689268589, "decode.loss_dice": 1.2446845293045044, "decode.d0.loss_cls": 2.2715967655181886, "decode.d0.loss_mask": 0.7039324074983597, "decode.d0.loss_dice": 1.4319073975086212, "decode.d1.loss_cls": 0.6539361536502838, "decode.d1.loss_mask": 0.6745901897549629, "decode.d1.loss_dice": 1.3047185480594634, "decode.d2.loss_cls": 0.5128458231687546, "decode.d2.loss_mask": 0.6619163438677788, "decode.d2.loss_dice": 1.2742425918579101, "decode.d3.loss_cls": 0.49205126613378525, "decode.d3.loss_mask": 0.6546482875943184, "decode.d3.loss_dice": 1.2318584382534028, "decode.d4.loss_cls": 0.4650194138288498, "decode.d4.loss_mask": 0.6522742718458175, "decode.d4.loss_dice": 1.2412621319293975, "decode.d5.loss_cls": 0.4594072729349136, "decode.d5.loss_mask": 0.6445993945002556, "decode.d5.loss_dice": 1.2187187254428864, "decode.d6.loss_cls": 0.4481130063533783, "decode.d6.loss_mask": 0.6462359219789505, "decode.d6.loss_dice": 1.2169328331947327, "decode.d7.loss_cls": 0.4467941924929619, "decode.d7.loss_mask": 0.6511870473623276, "decode.d7.loss_dice": 1.2134452298283578, "decode.d8.loss_cls": 0.3753032051026821, "decode.d8.loss_mask": 0.6716157391667366, "decode.d8.loss_dice": 1.240167810022831, "time": 0.5617704153060913, "memory": 7216, "step": 118400}
{"lr": 2.9717233987779877e-06, "data_time": 0.009221196174621582, "grad_norm": 89.3312831878662, "loss": 20.58761796951294, "decode.loss_cls": 0.4900879181921482, "decode.loss_mask": 0.47727683633565904, "decode.loss_dice": 0.7471597030758858, "decode.d0.loss_cls": 2.5863977551460264, "decode.d0.loss_mask": 0.5146663188934326, "decode.d0.loss_dice": 0.9055927500128746, "decode.d1.loss_cls": 0.7799190074205399, "decode.d1.loss_mask": 0.5242780953645706, "decode.d1.loss_dice": 0.8319496497511863, "decode.d2.loss_cls": 0.6897233217954636, "decode.d2.loss_mask": 0.4949703812599182, "decode.d2.loss_dice": 0.775421318411827, "decode.d3.loss_cls": 0.6240480616688728, "decode.d3.loss_mask": 0.48817445039749147, "decode.d3.loss_dice": 0.7552549093961716, "decode.d4.loss_cls": 0.5751622632145882, "decode.d4.loss_mask": 0.4848168283700943, "decode.d4.loss_dice": 0.7778457641601563, "decode.d5.loss_cls": 0.5685783177614212, "decode.d5.loss_mask": 0.47402925193309786, "decode.d5.loss_dice": 0.7612763300538063, "decode.d6.loss_cls": 0.5314232155680656, "decode.d6.loss_mask": 0.4770756006240845, "decode.d6.loss_dice": 0.740001730620861, "decode.d7.loss_cls": 0.5331949092447757, "decode.d7.loss_mask": 0.4664504170417786, "decode.d7.loss_dice": 0.7596903800964355, "decode.d8.loss_cls": 0.4967534638941288, "decode.d8.loss_mask": 0.4877507954835892, "decode.d8.loss_dice": 0.7686479926109314, "time": 0.5319966316223145, "memory": 7248, "step": 118450}
{"lr": 2.9685047320468213e-06, "data_time": 0.00965876579284668, "grad_norm": 94.2264965057373, "loss": 17.29595251083374, "decode.loss_cls": 0.42544088065624236, "decode.loss_mask": 0.45850364714860914, "decode.loss_dice": 0.6041342318058014, "decode.d0.loss_cls": 1.8303993582725524, "decode.d0.loss_mask": 0.5893310084939003, "decode.d0.loss_dice": 0.7442597657442093, "decode.d1.loss_cls": 0.6257076568901538, "decode.d1.loss_mask": 0.533115690946579, "decode.d1.loss_dice": 0.6558029465377331, "decode.d2.loss_cls": 0.49771897196769715, "decode.d2.loss_mask": 0.5071884959936142, "decode.d2.loss_dice": 0.6483821868896484, "decode.d3.loss_cls": 0.4534896112978458, "decode.d3.loss_mask": 0.48557938933372496, "decode.d3.loss_dice": 0.6180876545608044, "decode.d4.loss_cls": 0.4226704858243465, "decode.d4.loss_mask": 0.49991158694028853, "decode.d4.loss_dice": 0.641672158241272, "decode.d5.loss_cls": 0.40998290479183197, "decode.d5.loss_mask": 0.48704720586538314, "decode.d5.loss_dice": 0.6295847788453102, "decode.d6.loss_cls": 0.44637523889541625, "decode.d6.loss_mask": 0.4575519263744354, "decode.d6.loss_dice": 0.6085838362574577, "decode.d7.loss_cls": 0.45491293966770174, "decode.d7.loss_mask": 0.4568666726350784, "decode.d7.loss_dice": 0.5971228212118149, "decode.d8.loss_cls": 0.4368488803505898, "decode.d8.loss_mask": 0.46005296558141706, "decode.d8.loss_dice": 0.6096263863146305, "time": 0.5346717596054077, "memory": 7237, "step": 118500}
{"lr": 2.9652856775010185e-06, "data_time": 0.00951228141784668, "grad_norm": 91.08126373291016, "loss": 20.551572227478026, "decode.loss_cls": 0.29895297065377235, "decode.loss_mask": 0.610044327378273, "decode.loss_dice": 0.8731023997068406, "decode.d0.loss_cls": 1.9676324248313903, "decode.d0.loss_mask": 0.6611579477787017, "decode.d0.loss_dice": 0.9994146704673768, "decode.d1.loss_cls": 0.4678593069314957, "decode.d1.loss_mask": 0.6217545181512832, "decode.d1.loss_dice": 0.9210371613502503, "decode.d2.loss_cls": 0.4433553874492645, "decode.d2.loss_mask": 0.6436095058917999, "decode.d2.loss_dice": 0.8945529133081436, "decode.d3.loss_cls": 0.3849806278944016, "decode.d3.loss_mask": 0.633027759194374, "decode.d3.loss_dice": 0.902641898393631, "decode.d4.loss_cls": 0.4342679403722286, "decode.d4.loss_mask": 0.6299529194831848, "decode.d4.loss_dice": 0.8862929344177246, "decode.d5.loss_cls": 0.3421031080186367, "decode.d5.loss_mask": 0.609691920876503, "decode.d5.loss_dice": 0.8663849174976349, "decode.d6.loss_cls": 0.3337742179632187, "decode.d6.loss_mask": 0.6061599850654602, "decode.d6.loss_dice": 0.8838391840457916, "decode.d7.loss_cls": 0.3556431017816067, "decode.d7.loss_mask": 0.6068181157112121, "decode.d7.loss_dice": 0.8710491836071015, "decode.d8.loss_cls": 0.32083787620067594, "decode.d8.loss_mask": 0.6121143966913223, "decode.d8.loss_dice": 0.8695188939571381, "time": 0.535606074333191, "memory": 7228, "step": 118550}
{"lr": 2.962066234625961e-06, "data_time": 0.009564709663391114, "grad_norm": 91.88766555786133, "loss": 24.231250381469728, "decode.loss_cls": 0.4479061961174011, "decode.loss_mask": 0.6996772021055222, "decode.loss_dice": 1.0153922766447068, "decode.d0.loss_cls": 2.0006415128707884, "decode.d0.loss_mask": 0.7247083246707916, "decode.d0.loss_dice": 1.1980234503746032, "decode.d1.loss_cls": 0.5878747493028641, "decode.d1.loss_mask": 0.7423482835292816, "decode.d1.loss_dice": 1.176058405637741, "decode.d2.loss_cls": 0.5103615038096905, "decode.d2.loss_mask": 0.6924949884414673, "decode.d2.loss_dice": 1.1011237263679505, "decode.d3.loss_cls": 0.5238302737474442, "decode.d3.loss_mask": 0.7095695465803147, "decode.d3.loss_dice": 1.0921201765537263, "decode.d4.loss_cls": 0.45538186132907865, "decode.d4.loss_mask": 0.7110200524330139, "decode.d4.loss_dice": 1.0790949374437333, "decode.d5.loss_cls": 0.45989941954612734, "decode.d5.loss_mask": 0.7115273505449295, "decode.d5.loss_dice": 1.0600128173828125, "decode.d6.loss_cls": 0.429067263007164, "decode.d6.loss_mask": 0.7023458331823349, "decode.d6.loss_dice": 1.058261427283287, "decode.d7.loss_cls": 0.4147131271660328, "decode.d7.loss_mask": 0.6966512948274612, "decode.d7.loss_dice": 1.0542015731334686, "decode.d8.loss_cls": 0.4294611632823944, "decode.d8.loss_mask": 0.7158855646848679, "decode.d8.loss_dice": 1.0315948188304902, "time": 0.534746527671814, "memory": 7242, "step": 118600}
{"lr": 2.958846402905723e-06, "data_time": 0.00952928066253662, "grad_norm": 74.94886169433593, "loss": 18.69122705459595, "decode.loss_cls": 0.3559175327420235, "decode.loss_mask": 0.47590124011039736, "decode.loss_dice": 0.8506045132875443, "decode.d0.loss_cls": 1.6774061799049378, "decode.d0.loss_mask": 0.5104448348283768, "decode.d0.loss_dice": 0.9651596426963807, "decode.d1.loss_cls": 0.4819238044321537, "decode.d1.loss_mask": 0.48239498436450956, "decode.d1.loss_dice": 0.8673150628805161, "decode.d2.loss_cls": 0.46324036493897436, "decode.d2.loss_mask": 0.4769313931465149, "decode.d2.loss_dice": 0.8879120856523514, "decode.d3.loss_cls": 0.41074681729078294, "decode.d3.loss_mask": 0.47723764181137085, "decode.d3.loss_dice": 0.8392925947904587, "decode.d4.loss_cls": 0.3502091981470585, "decode.d4.loss_mask": 0.47766836285591124, "decode.d4.loss_dice": 0.8792272746562958, "decode.d5.loss_cls": 0.37689132839441297, "decode.d5.loss_mask": 0.4747840195894241, "decode.d5.loss_dice": 0.865550771355629, "decode.d6.loss_cls": 0.3599149100482464, "decode.d6.loss_mask": 0.4757704347372055, "decode.d6.loss_dice": 0.837336140871048, "decode.d7.loss_cls": 0.35962687656283376, "decode.d7.loss_mask": 0.480597785115242, "decode.d7.loss_dice": 0.8543883562088013, "decode.d8.loss_cls": 0.3388464778661728, "decode.d8.loss_mask": 0.47352424561977385, "decode.d8.loss_dice": 0.864462262392044, "time": 0.5333270788192749, "memory": 7239, "step": 118650}
{"lr": 2.9556261818230625e-06, "data_time": 0.009422945976257324, "grad_norm": 85.6850799560547, "loss": 28.582656955718996, "decode.loss_cls": 0.6688410937786102, "decode.loss_mask": 0.6343602478504181, "decode.loss_dice": 1.1877937614917755, "decode.d0.loss_cls": 2.6615636348724365, "decode.d0.loss_mask": 0.7112052023410798, "decode.d0.loss_dice": 1.5377488672733306, "decode.d1.loss_cls": 0.9826355159282685, "decode.d1.loss_mask": 0.6995815902948379, "decode.d1.loss_dice": 1.3613752961158752, "decode.d2.loss_cls": 0.8707837343215943, "decode.d2.loss_mask": 0.6485354736447334, "decode.d2.loss_dice": 1.2680866569280624, "decode.d3.loss_cls": 0.7974693030118942, "decode.d3.loss_mask": 0.6398791447281837, "decode.d3.loss_dice": 1.222689116001129, "decode.d4.loss_cls": 0.7594905376434327, "decode.d4.loss_mask": 0.6329019129276275, "decode.d4.loss_dice": 1.2265746772289277, "decode.d5.loss_cls": 0.6889004796743393, "decode.d5.loss_mask": 0.6440901234745979, "decode.d5.loss_dice": 1.216435518860817, "decode.d6.loss_cls": 0.6906083658337593, "decode.d6.loss_mask": 0.6292839393019676, "decode.d6.loss_dice": 1.1785370379686355, "decode.d7.loss_cls": 0.6867378488183021, "decode.d7.loss_mask": 0.6268082514405251, "decode.d7.loss_dice": 1.1877589911222457, "decode.d8.loss_cls": 0.7231455937027931, "decode.d8.loss_mask": 0.626691946387291, "decode.d8.loss_dice": 1.172143319249153, "time": 0.5339437007904053, "memory": 7262, "step": 118700}
{"lr": 2.952405570859429e-06, "data_time": 0.009188222885131835, "grad_norm": 93.41591949462891, "loss": 23.766711235046387, "decode.loss_cls": 0.5435983885079623, "decode.loss_mask": 0.6703113287687301, "decode.loss_dice": 0.9072229772806167, "decode.d0.loss_cls": 2.12252796292305, "decode.d0.loss_mask": 0.7302292793989181, "decode.d0.loss_dice": 1.1544005393981933, "decode.d1.loss_cls": 0.744027416408062, "decode.d1.loss_mask": 0.680605086684227, "decode.d1.loss_dice": 1.0366841346025466, "decode.d2.loss_cls": 0.6164418041706086, "decode.d2.loss_mask": 0.6696001544594765, "decode.d2.loss_dice": 0.9646001040935517, "decode.d3.loss_cls": 0.651648699119687, "decode.d3.loss_mask": 0.6676081284880638, "decode.d3.loss_dice": 0.9290504634380341, "decode.d4.loss_cls": 0.60574239641428, "decode.d4.loss_mask": 0.6744608223438263, "decode.d4.loss_dice": 0.9225637316703796, "decode.d5.loss_cls": 0.5713160291314126, "decode.d5.loss_mask": 0.6715117454528808, "decode.d5.loss_dice": 0.9083159655332566, "decode.d6.loss_cls": 0.5426433531567454, "decode.d6.loss_mask": 0.6689385712146759, "decode.d6.loss_dice": 0.9054519265890122, "decode.d7.loss_cls": 0.548923134431243, "decode.d7.loss_mask": 0.6621543988585472, "decode.d7.loss_dice": 0.9079104155302048, "decode.d8.loss_cls": 0.5330159839242696, "decode.d8.loss_mask": 0.6589036896824837, "decode.d8.loss_dice": 0.8963030308485032, "time": 0.5367435693740845, "memory": 7228, "step": 118750}
{"lr": 2.9491845694949475e-06, "data_time": 0.009050464630126953, "grad_norm": 92.39865493774414, "loss": 27.821919250488282, "decode.loss_cls": 0.4480260394513607, "decode.loss_mask": 0.7094997555017472, "decode.loss_dice": 1.320068645477295, "decode.d0.loss_cls": 2.1386698603630068, "decode.d0.loss_mask": 0.7347162365913391, "decode.d0.loss_dice": 1.5496789515018463, "decode.d1.loss_cls": 0.7317193239927292, "decode.d1.loss_mask": 0.7431858956813813, "decode.d1.loss_dice": 1.4507494151592255, "decode.d2.loss_cls": 0.6277785316109658, "decode.d2.loss_mask": 0.7140469908714294, "decode.d2.loss_dice": 1.3740153849124908, "decode.d3.loss_cls": 0.536317004263401, "decode.d3.loss_mask": 0.7113323539495469, "decode.d3.loss_dice": 1.3482504904270172, "decode.d4.loss_cls": 0.4820999905467033, "decode.d4.loss_mask": 0.7211554646492004, "decode.d4.loss_dice": 1.3602009654045104, "decode.d5.loss_cls": 0.4562803290784359, "decode.d5.loss_mask": 0.7186793506145477, "decode.d5.loss_dice": 1.3245457589626313, "decode.d6.loss_cls": 0.44563298895955084, "decode.d6.loss_mask": 0.7171223998069763, "decode.d6.loss_dice": 1.3225706815719604, "decode.d7.loss_cls": 0.5738007806241512, "decode.d7.loss_mask": 0.7144133180379868, "decode.d7.loss_dice": 1.316826230287552, "decode.d8.loss_cls": 0.5473370395600796, "decode.d8.loss_mask": 0.7036164581775666, "decode.d8.loss_dice": 1.2795819103717805, "time": 0.5350799322128296, "memory": 7287, "step": 118800}
{"lr": 2.9459631772084213e-06, "data_time": 0.009175872802734375, "grad_norm": 94.05756607055665, "loss": 17.853849792480467, "decode.loss_cls": 0.3537557415664196, "decode.loss_mask": 0.5189206659793854, "decode.loss_dice": 0.6688279241323472, "decode.d0.loss_cls": 1.7953981280326843, "decode.d0.loss_mask": 0.6198863819241524, "decode.d0.loss_dice": 0.8222808927297592, "decode.d1.loss_cls": 0.6274376586079597, "decode.d1.loss_mask": 0.5140475362539292, "decode.d1.loss_dice": 0.6917214751243591, "decode.d2.loss_cls": 0.534153451025486, "decode.d2.loss_mask": 0.5119419902563095, "decode.d2.loss_dice": 0.6875082001090049, "decode.d3.loss_cls": 0.4925482153892517, "decode.d3.loss_mask": 0.5182442754507065, "decode.d3.loss_dice": 0.6794840604066849, "decode.d4.loss_cls": 0.44247082620859146, "decode.d4.loss_mask": 0.4961573228240013, "decode.d4.loss_dice": 0.6620693594217301, "decode.d5.loss_cls": 0.3979239337146282, "decode.d5.loss_mask": 0.5153946429491043, "decode.d5.loss_dice": 0.6728471666574478, "decode.d6.loss_cls": 0.33879114836454394, "decode.d6.loss_mask": 0.5174835324287415, "decode.d6.loss_dice": 0.6644364804029464, "decode.d7.loss_cls": 0.3516743406653404, "decode.d7.loss_mask": 0.5122772186994553, "decode.d7.loss_dice": 0.666395403444767, "decode.d8.loss_cls": 0.3778395473957062, "decode.d8.loss_mask": 0.515290878713131, "decode.d8.loss_dice": 0.6866407275199891, "time": 0.5345707893371582, "memory": 7228, "step": 118850}
{"lr": 2.9427413934773225e-06, "data_time": 0.009155011177062989, "grad_norm": 91.87981567382812, "loss": 23.94095907211304, "decode.loss_cls": 0.508938229829073, "decode.loss_mask": 0.5567936271429061, "decode.loss_dice": 1.0597349643707275, "decode.d0.loss_cls": 2.231478583812714, "decode.d0.loss_mask": 0.6074537754058837, "decode.d0.loss_dice": 1.3463084846735, "decode.d1.loss_cls": 0.8462278857827187, "decode.d1.loss_mask": 0.5594470083713532, "decode.d1.loss_dice": 1.1830906689167022, "decode.d2.loss_cls": 0.6746358454227448, "decode.d2.loss_mask": 0.5527156352996826, "decode.d2.loss_dice": 1.076461210846901, "decode.d3.loss_cls": 0.6037725523114205, "decode.d3.loss_mask": 0.5281799465417862, "decode.d3.loss_dice": 1.0333169043064117, "decode.d4.loss_cls": 0.5961193896830081, "decode.d4.loss_mask": 0.5418018072843551, "decode.d4.loss_dice": 1.049568110704422, "decode.d5.loss_cls": 0.5600694410502911, "decode.d5.loss_mask": 0.547621151804924, "decode.d5.loss_dice": 1.0603821873664856, "decode.d6.loss_cls": 0.4506932444870472, "decode.d6.loss_mask": 0.5603144019842148, "decode.d6.loss_dice": 1.0567810654640197, "decode.d7.loss_cls": 0.4773959957063198, "decode.d7.loss_mask": 0.5432749211788177, "decode.d7.loss_dice": 1.0470980048179626, "decode.d8.loss_cls": 0.47563626170158385, "decode.d8.loss_mask": 0.5593290388584137, "decode.d8.loss_dice": 1.046318730711937, "time": 0.5578913450241089, "memory": 7223, "step": 118900}
{"lr": 2.939519217777786e-06, "data_time": 0.009244394302368165, "grad_norm": 88.75538787841796, "loss": 20.778094959259032, "decode.loss_cls": 0.45386132746934893, "decode.loss_mask": 0.5977512031793595, "decode.loss_dice": 0.7728873878717423, "decode.d0.loss_cls": 2.1201258420944216, "decode.d0.loss_mask": 0.6367708712816238, "decode.d0.loss_dice": 0.94587482213974, "decode.d1.loss_cls": 0.7195527166128158, "decode.d1.loss_mask": 0.624391034245491, "decode.d1.loss_dice": 0.8558976411819458, "decode.d2.loss_cls": 0.6515611261129379, "decode.d2.loss_mask": 0.6025889545679093, "decode.d2.loss_dice": 0.806344848871231, "decode.d3.loss_cls": 0.5364244699478149, "decode.d3.loss_mask": 0.590187606215477, "decode.d3.loss_dice": 0.7776736557483673, "decode.d4.loss_cls": 0.4735439449548721, "decode.d4.loss_mask": 0.5912013173103332, "decode.d4.loss_dice": 0.777709674835205, "decode.d5.loss_cls": 0.45061991289258, "decode.d5.loss_mask": 0.6019872486591339, "decode.d5.loss_dice": 0.7719855606555939, "decode.d6.loss_cls": 0.4174806818366051, "decode.d6.loss_mask": 0.5999519526958466, "decode.d6.loss_dice": 0.7732144713401794, "decode.d7.loss_cls": 0.43645100891590116, "decode.d7.loss_mask": 0.5963774263858795, "decode.d7.loss_dice": 0.7752384424209595, "decode.d8.loss_cls": 0.4347080558538437, "decode.d8.loss_mask": 0.6077614665031433, "decode.d8.loss_dice": 0.7779695600271225, "time": 0.5577733039855957, "memory": 7334, "step": 118950}
{"lr": 2.9362966495846134e-06, "data_time": 0.009368324279785156, "grad_norm": 103.51121139526367, "loss": 22.036419773101805, "decode.loss_cls": 0.40848762840032576, "decode.loss_mask": 0.584030744433403, "decode.loss_dice": 0.8976187467575073, "decode.d0.loss_cls": 2.0997010588645937, "decode.d0.loss_mask": 0.6831067115068435, "decode.d0.loss_dice": 1.1296443343162537, "decode.d1.loss_cls": 0.6252090528607368, "decode.d1.loss_mask": 0.6349002420902252, "decode.d1.loss_dice": 1.0182099342346191, "decode.d2.loss_cls": 0.6044677525758744, "decode.d2.loss_mask": 0.6086191028356552, "decode.d2.loss_dice": 0.965798306465149, "decode.d3.loss_cls": 0.5273318320512772, "decode.d3.loss_mask": 0.5978094190359116, "decode.d3.loss_dice": 0.9422573685646057, "decode.d4.loss_cls": 0.45418268293142317, "decode.d4.loss_mask": 0.5838704854249954, "decode.d4.loss_dice": 0.9234780728816986, "decode.d5.loss_cls": 0.4496702790260315, "decode.d5.loss_mask": 0.5815461963415146, "decode.d5.loss_dice": 0.9299222886562347, "decode.d6.loss_cls": 0.44191944003105166, "decode.d6.loss_mask": 0.5774219810962677, "decode.d6.loss_dice": 0.9179057538509369, "decode.d7.loss_cls": 0.43021356910467146, "decode.d7.loss_mask": 0.5811518996953964, "decode.d7.loss_dice": 0.9235480964183808, "decode.d8.loss_cls": 0.4182810768485069, "decode.d8.loss_mask": 0.5800844550132751, "decode.d8.loss_dice": 0.9160316526889801, "time": 0.5343952655792237, "memory": 7195, "step": 119000}
{"lr": 2.933073688371251e-06, "data_time": 0.009302806854248048, "grad_norm": 86.77819213867187, "loss": 24.1761914730072, "decode.loss_cls": 0.544501432031393, "decode.loss_mask": 0.5591893553733825, "decode.loss_dice": 1.0100713521242142, "decode.d0.loss_cls": 2.3561667621135713, "decode.d0.loss_mask": 0.6347295209765434, "decode.d0.loss_dice": 1.2015966117382049, "decode.d1.loss_cls": 0.7145217590034008, "decode.d1.loss_mask": 0.601793572306633, "decode.d1.loss_dice": 1.0971784114837646, "decode.d2.loss_cls": 0.6801489762961864, "decode.d2.loss_mask": 0.5848667219281196, "decode.d2.loss_dice": 1.0508785516023635, "decode.d3.loss_cls": 0.6932604886591435, "decode.d3.loss_mask": 0.5710511550307273, "decode.d3.loss_dice": 1.0062198638916016, "decode.d4.loss_cls": 0.627718411386013, "decode.d4.loss_mask": 0.5672060772776604, "decode.d4.loss_dice": 1.009462407231331, "decode.d5.loss_cls": 0.645011468231678, "decode.d5.loss_mask": 0.5606626302003861, "decode.d5.loss_dice": 1.0044402092695237, "decode.d6.loss_cls": 0.6039093531668186, "decode.d6.loss_mask": 0.5617508992552758, "decode.d6.loss_dice": 1.0021440178155898, "decode.d7.loss_cls": 0.542792146652937, "decode.d7.loss_mask": 0.5672964945435524, "decode.d7.loss_dice": 1.0208628743886947, "decode.d8.loss_cls": 0.5742833457887173, "decode.d8.loss_mask": 0.5642509624361992, "decode.d8.loss_dice": 1.0182262510061264, "time": 0.5336759090423584, "memory": 7230, "step": 119050}
{"lr": 2.9298503336098004e-06, "data_time": 0.009475374221801757, "grad_norm": 102.6431396484375, "loss": 20.97104787826538, "decode.loss_cls": 0.32442234084010124, "decode.loss_mask": 0.6807143568992615, "decode.loss_dice": 0.8027534544467926, "decode.d0.loss_cls": 2.2381532430648803, "decode.d0.loss_mask": 0.6998264580965042, "decode.d0.loss_dice": 0.9643335700035095, "decode.d1.loss_cls": 0.6064875051379204, "decode.d1.loss_mask": 0.6650542557239533, "decode.d1.loss_dice": 0.8648102551698684, "decode.d2.loss_cls": 0.4882556810975075, "decode.d2.loss_mask": 0.6672649919986725, "decode.d2.loss_dice": 0.8315212026238441, "decode.d3.loss_cls": 0.4054975338280201, "decode.d3.loss_mask": 0.6792682528495788, "decode.d3.loss_dice": 0.8112376019358635, "decode.d4.loss_cls": 0.39135521948337554, "decode.d4.loss_mask": 0.661640253663063, "decode.d4.loss_dice": 0.8134420156478882, "decode.d5.loss_cls": 0.34454247877001765, "decode.d5.loss_mask": 0.6818984031677247, "decode.d5.loss_dice": 0.83020648509264, "decode.d6.loss_cls": 0.321494360268116, "decode.d6.loss_mask": 0.6817406296730042, "decode.d6.loss_dice": 0.8151397168636322, "decode.d7.loss_cls": 0.30937899723649026, "decode.d7.loss_mask": 0.6890497535467148, "decode.d7.loss_dice": 0.8286234498023987, "decode.d8.loss_cls": 0.3528055913746357, "decode.d8.loss_mask": 0.6909978747367859, "decode.d8.loss_dice": 0.8291315376758576, "time": 0.5328629970550537, "memory": 7204, "step": 119100}
{"lr": 2.9266265847710142e-06, "data_time": 0.009219121932983399, "grad_norm": 89.10544967651367, "loss": 27.34844617843628, "decode.loss_cls": 0.5783934637904167, "decode.loss_mask": 0.7494051560759545, "decode.loss_dice": 1.081601306796074, "decode.d0.loss_cls": 2.3474255323410036, "decode.d0.loss_mask": 0.9295764416456223, "decode.d0.loss_dice": 1.3486014574766159, "decode.d1.loss_cls": 0.7607784032821655, "decode.d1.loss_mask": 0.8370261192321777, "decode.d1.loss_dice": 1.1815600514411926, "decode.d2.loss_cls": 0.6752404600381852, "decode.d2.loss_mask": 0.8301446437835693, "decode.d2.loss_dice": 1.1873769640922547, "decode.d3.loss_cls": 0.6916710942983627, "decode.d3.loss_mask": 0.7716455817222595, "decode.d3.loss_dice": 1.1143798157572746, "decode.d4.loss_cls": 0.6065111264586449, "decode.d4.loss_mask": 0.7748446360230445, "decode.d4.loss_dice": 1.1261661887168883, "decode.d5.loss_cls": 0.6155567780137062, "decode.d5.loss_mask": 0.767732310295105, "decode.d5.loss_dice": 1.1275239869952203, "decode.d6.loss_cls": 0.5413752868771553, "decode.d6.loss_mask": 0.7622044503688812, "decode.d6.loss_dice": 1.11541428565979, "decode.d7.loss_cls": 0.5306207656860351, "decode.d7.loss_mask": 0.75857173204422, "decode.d7.loss_dice": 1.1268604472279549, "decode.d8.loss_cls": 0.5683432281017303, "decode.d8.loss_mask": 0.7509308457374573, "decode.d8.loss_dice": 1.0909627094864844, "time": 0.5347749471664429, "memory": 7234, "step": 119150}
{"lr": 2.9234024413242723e-06, "data_time": 0.009581375122070312, "grad_norm": 91.42813262939453, "loss": 21.364276123046874, "decode.loss_cls": 0.3630366615951061, "decode.loss_mask": 0.6287128955125809, "decode.loss_dice": 0.895862478017807, "decode.d0.loss_cls": 1.8818723917007447, "decode.d0.loss_mask": 0.6739809036254882, "decode.d0.loss_dice": 1.0606736272573472, "decode.d1.loss_cls": 0.4938500627875328, "decode.d1.loss_mask": 0.6487306311726571, "decode.d1.loss_dice": 0.964850839972496, "decode.d2.loss_cls": 0.48667663484811785, "decode.d2.loss_mask": 0.649175138771534, "decode.d2.loss_dice": 0.9335919290781021, "decode.d3.loss_cls": 0.37586207389831544, "decode.d3.loss_mask": 0.6217514351010323, "decode.d3.loss_dice": 0.9113050043582916, "decode.d4.loss_cls": 0.3729766495525837, "decode.d4.loss_mask": 0.6433141350746154, "decode.d4.loss_dice": 0.9064464449882508, "decode.d5.loss_cls": 0.3317873485386372, "decode.d5.loss_mask": 0.6535022616386413, "decode.d5.loss_dice": 0.9427985429763794, "decode.d6.loss_cls": 0.40798923671245574, "decode.d6.loss_mask": 0.6407858550548553, "decode.d6.loss_dice": 0.9232225149869919, "decode.d7.loss_cls": 0.44867766201496123, "decode.d7.loss_mask": 0.6396804332733155, "decode.d7.loss_dice": 0.9097398817539215, "decode.d8.loss_cls": 0.43641371503472326, "decode.d8.loss_mask": 0.6142262309789658, "decode.d8.loss_dice": 0.9027824759483337, "time": 0.534315538406372, "memory": 7229, "step": 119200}
{"lr": 2.9201779027375964e-06, "data_time": 0.009557247161865234, "grad_norm": 89.23081474304199, "loss": 26.166181659698488, "decode.loss_cls": 0.723378163576126, "decode.loss_mask": 0.553945055603981, "decode.loss_dice": 1.053694874048233, "decode.d0.loss_cls": 2.674521040916443, "decode.d0.loss_mask": 0.6282563894987107, "decode.d0.loss_dice": 1.3033595591783524, "decode.d1.loss_cls": 0.8908214658498764, "decode.d1.loss_mask": 0.600320765376091, "decode.d1.loss_dice": 1.1835927367210388, "decode.d2.loss_cls": 0.7510057508945465, "decode.d2.loss_mask": 0.5928229123353959, "decode.d2.loss_dice": 1.1449615001678466, "decode.d3.loss_cls": 0.742521321773529, "decode.d3.loss_mask": 0.5618992000818253, "decode.d3.loss_dice": 1.1253082990646361, "decode.d4.loss_cls": 0.7101357072591782, "decode.d4.loss_mask": 0.5604326397180557, "decode.d4.loss_dice": 1.0877589583396912, "decode.d5.loss_cls": 0.7065621346235276, "decode.d5.loss_mask": 0.5711344301700592, "decode.d5.loss_dice": 1.106645894050598, "decode.d6.loss_cls": 0.6819697678089142, "decode.d6.loss_mask": 0.559687751531601, "decode.d6.loss_dice": 1.0644267290830611, "decode.d7.loss_cls": 0.6606332838535309, "decode.d7.loss_mask": 0.5539611726999283, "decode.d7.loss_dice": 1.0705087244510652, "decode.d8.loss_cls": 0.6539040058851242, "decode.d8.loss_mask": 0.5595878839492798, "decode.d8.loss_dice": 1.0884227454662323, "time": 0.5338144540786743, "memory": 7228, "step": 119250}
{"lr": 2.916952968477638e-06, "data_time": 0.009374213218688966, "grad_norm": 75.96782608032227, "loss": 20.539232349395753, "decode.loss_cls": 0.3789236404001713, "decode.loss_mask": 0.6101526379585266, "decode.loss_dice": 0.8072560161352158, "decode.d0.loss_cls": 2.0450789093971253, "decode.d0.loss_mask": 0.6806375175714493, "decode.d0.loss_dice": 0.9214420109987259, "decode.d1.loss_cls": 0.6079062268137931, "decode.d1.loss_mask": 0.6513787239789963, "decode.d1.loss_dice": 0.8909562408924103, "decode.d2.loss_cls": 0.44397850185632703, "decode.d2.loss_mask": 0.6531748652458191, "decode.d2.loss_dice": 0.8623632311820983, "decode.d3.loss_cls": 0.4456936702132225, "decode.d3.loss_mask": 0.629738062620163, "decode.d3.loss_dice": 0.8248143434524536, "decode.d4.loss_cls": 0.42334237024188043, "decode.d4.loss_mask": 0.6157481640577316, "decode.d4.loss_dice": 0.8290672481060029, "decode.d5.loss_cls": 0.4087000645697117, "decode.d5.loss_mask": 0.6071378588676453, "decode.d5.loss_dice": 0.812048788368702, "decode.d6.loss_cls": 0.3936450771987438, "decode.d6.loss_mask": 0.6113024085760117, "decode.d6.loss_dice": 0.8189329981803894, "decode.d7.loss_cls": 0.3691803619265556, "decode.d7.loss_mask": 0.6082753747701645, "decode.d7.loss_dice": 0.8232901513576507, "decode.d8.loss_cls": 0.35707356631755827, "decode.d8.loss_mask": 0.6039934664964676, "decode.d8.loss_dice": 0.8040004074573517, "time": 0.5359928607940674, "memory": 7230, "step": 119300}
{"lr": 2.913727638009666e-06, "data_time": 0.009855532646179199, "grad_norm": 85.20403938293457, "loss": 22.36352643966675, "decode.loss_cls": 0.4218048706650734, "decode.loss_mask": 0.6677105456590653, "decode.loss_dice": 0.9206117510795593, "decode.d0.loss_cls": 1.947114384174347, "decode.d0.loss_mask": 0.7758438229560852, "decode.d0.loss_dice": 1.0630449861288072, "decode.d1.loss_cls": 0.5732384890317916, "decode.d1.loss_mask": 0.6753701388835907, "decode.d1.loss_dice": 0.9146893322467804, "decode.d2.loss_cls": 0.48113751262426374, "decode.d2.loss_mask": 0.6831382840871811, "decode.d2.loss_dice": 0.9286656752228737, "decode.d3.loss_cls": 0.4942915767431259, "decode.d3.loss_mask": 0.6715485692024231, "decode.d3.loss_dice": 0.9302871108055115, "decode.d4.loss_cls": 0.5101893812417984, "decode.d4.loss_mask": 0.6820809930562973, "decode.d4.loss_dice": 0.8999303460121155, "decode.d5.loss_cls": 0.4656809031963348, "decode.d5.loss_mask": 0.6819530546665191, "decode.d5.loss_dice": 0.9324548438191413, "decode.d6.loss_cls": 0.4339932009577751, "decode.d6.loss_mask": 0.6871304899454117, "decode.d6.loss_dice": 0.892537097632885, "decode.d7.loss_cls": 0.42779802083969115, "decode.d7.loss_mask": 0.6787394285202026, "decode.d7.loss_dice": 0.9190523862838745, "decode.d8.loss_cls": 0.42525418251752856, "decode.d8.loss_mask": 0.6732519090175628, "decode.d8.loss_dice": 0.9049828186631202, "time": 0.5595000505447387, "memory": 7304, "step": 119350}
{"lr": 2.9105019107975775e-06, "data_time": 0.00945267677307129, "grad_norm": 96.05879211425781, "loss": 19.73399438858032, "decode.loss_cls": 0.5823674149811268, "decode.loss_mask": 0.5302153706550599, "decode.loss_dice": 0.7046054244041443, "decode.d0.loss_cls": 1.889732575416565, "decode.d0.loss_mask": 0.5772685512900353, "decode.d0.loss_dice": 0.8017903655767441, "decode.d1.loss_cls": 0.7220575675368309, "decode.d1.loss_mask": 0.5500377148389817, "decode.d1.loss_dice": 0.7123663932085037, "decode.d2.loss_cls": 0.6103192269802094, "decode.d2.loss_mask": 0.5368602007627488, "decode.d2.loss_dice": 0.7236306309700012, "decode.d3.loss_cls": 0.6238332316279411, "decode.d3.loss_mask": 0.5228522330522537, "decode.d3.loss_dice": 0.6891648024320602, "decode.d4.loss_cls": 0.561178669333458, "decode.d4.loss_mask": 0.5236132323741913, "decode.d4.loss_dice": 0.7090492367744445, "decode.d5.loss_cls": 0.5889802768826484, "decode.d5.loss_mask": 0.5352605387568474, "decode.d5.loss_dice": 0.7052343636751175, "decode.d6.loss_cls": 0.5110425874590874, "decode.d6.loss_mask": 0.5305321753025055, "decode.d6.loss_dice": 0.7103008091449737, "decode.d7.loss_cls": 0.5652344092726708, "decode.d7.loss_mask": 0.5333771854639053, "decode.d7.loss_dice": 0.6717533469200134, "decode.d8.loss_cls": 0.5529638573527336, "decode.d8.loss_mask": 0.5329491376876831, "decode.d8.loss_dice": 0.7254238903522492, "time": 0.5352499961853028, "memory": 7223, "step": 119400}
{"lr": 2.907275786303872e-06, "data_time": 0.009248495101928711, "grad_norm": 111.09921264648438, "loss": 20.226805019378663, "decode.loss_cls": 0.3672309771180153, "decode.loss_mask": 0.6024962931871414, "decode.loss_dice": 0.7855390995740891, "decode.d0.loss_cls": 1.8962092995643616, "decode.d0.loss_mask": 0.658790385723114, "decode.d0.loss_dice": 0.9396857529878616, "decode.d1.loss_cls": 0.5301714926958084, "decode.d1.loss_mask": 0.6453802824020386, "decode.d1.loss_dice": 0.8662532150745392, "decode.d2.loss_cls": 0.4876482903957367, "decode.d2.loss_mask": 0.6191405177116394, "decode.d2.loss_dice": 0.8193129003047943, "decode.d3.loss_cls": 0.42709583342075347, "decode.d3.loss_mask": 0.6200910657644272, "decode.d3.loss_dice": 0.8200397253036499, "decode.d4.loss_cls": 0.4290729805827141, "decode.d4.loss_mask": 0.631217074394226, "decode.d4.loss_dice": 0.8280361473560334, "decode.d5.loss_cls": 0.4178612232208252, "decode.d5.loss_mask": 0.631047648191452, "decode.d5.loss_dice": 0.8124228328466415, "decode.d6.loss_cls": 0.38367242068052293, "decode.d6.loss_mask": 0.6142412453889847, "decode.d6.loss_dice": 0.7854444772005081, "decode.d7.loss_cls": 0.3882648631930351, "decode.d7.loss_mask": 0.6194396078586578, "decode.d7.loss_dice": 0.7929341107606888, "decode.d8.loss_cls": 0.3793333828449249, "decode.d8.loss_mask": 0.6123306304216385, "decode.d8.loss_dice": 0.8164004355669021, "time": 0.5624866962432862, "memory": 7274, "step": 119450}
{"lr": 2.9040492639896684e-06, "data_time": 0.009532594680786132, "grad_norm": 83.33780784606934, "loss": 23.653606796264647, "decode.loss_cls": 0.4485513806343079, "decode.loss_mask": 0.6860133320093155, "decode.loss_dice": 0.9572005033493042, "decode.d0.loss_cls": 2.205549728870392, "decode.d0.loss_mask": 0.7059138596057892, "decode.d0.loss_dice": 1.029499077796936, "decode.d1.loss_cls": 0.6581253126263619, "decode.d1.loss_mask": 0.6824980318546295, "decode.d1.loss_dice": 1.0463359236717225, "decode.d2.loss_cls": 0.5759851232171058, "decode.d2.loss_mask": 0.6891748964786529, "decode.d2.loss_dice": 0.9808097422122956, "decode.d3.loss_cls": 0.5044776156544686, "decode.d3.loss_mask": 0.6960983157157898, "decode.d3.loss_dice": 0.9821344137191772, "decode.d4.loss_cls": 0.5069692321121693, "decode.d4.loss_mask": 0.7042993843555451, "decode.d4.loss_dice": 0.9786271572113037, "decode.d5.loss_cls": 0.5218644306063652, "decode.d5.loss_mask": 0.7089918494224549, "decode.d5.loss_dice": 0.9952460289001465, "decode.d6.loss_cls": 0.5174085825681687, "decode.d6.loss_mask": 0.6965381622314453, "decode.d6.loss_dice": 0.9615239381790162, "decode.d7.loss_cls": 0.44596528857946394, "decode.d7.loss_mask": 0.698359203338623, "decode.d7.loss_dice": 0.9728584349155426, "decode.d8.loss_cls": 0.4614328950643539, "decode.d8.loss_mask": 0.6743695616722107, "decode.d8.loss_dice": 0.9607852637767792, "time": 0.5594370365142822, "memory": 7212, "step": 119500}
{"lr": 2.900822343314679e-06, "data_time": 0.009337997436523438, "grad_norm": 99.89049072265625, "loss": 21.09150638580322, "decode.loss_cls": 0.29709777906537055, "decode.loss_mask": 0.6462179556488991, "decode.loss_dice": 0.8374610722064972, "decode.d0.loss_cls": 2.204754900932312, "decode.d0.loss_mask": 0.7429136753082275, "decode.d0.loss_dice": 1.0339138686656952, "decode.d1.loss_cls": 0.6414622381329537, "decode.d1.loss_mask": 0.6820839360356331, "decode.d1.loss_dice": 0.8763512313365937, "decode.d2.loss_cls": 0.5021444499492645, "decode.d2.loss_mask": 0.6580550312995911, "decode.d2.loss_dice": 0.8536914080381394, "decode.d3.loss_cls": 0.4629998102784157, "decode.d3.loss_mask": 0.6547547087073327, "decode.d3.loss_dice": 0.8729012578725814, "decode.d4.loss_cls": 0.39072573482990264, "decode.d4.loss_mask": 0.6546661958098412, "decode.d4.loss_dice": 0.8459933638572693, "decode.d5.loss_cls": 0.3532524690032005, "decode.d5.loss_mask": 0.6409191489219666, "decode.d5.loss_dice": 0.8362188994884491, "decode.d6.loss_cls": 0.32454183548688886, "decode.d6.loss_mask": 0.6533062130212783, "decode.d6.loss_dice": 0.8368638962507248, "decode.d7.loss_cls": 0.3144838362932205, "decode.d7.loss_mask": 0.6462383054196834, "decode.d7.loss_dice": 0.830836096405983, "decode.d8.loss_cls": 0.3017813876271248, "decode.d8.loss_mask": 0.6474644511938095, "decode.d8.loss_dice": 0.8474119603633881, "time": 0.5313207149505615, "memory": 7216, "step": 119550}
{"lr": 2.8975950237372196e-06, "data_time": 0.009289741516113281, "grad_norm": 106.26521682739258, "loss": 27.777339363098143, "decode.loss_cls": 0.3845822215080261, "decode.loss_mask": 0.7985487699508667, "decode.loss_dice": 1.2988206148147583, "decode.d0.loss_cls": 2.262570655345917, "decode.d0.loss_mask": 0.8788202941417694, "decode.d0.loss_dice": 1.5145933985710145, "decode.d1.loss_cls": 0.5232333317399025, "decode.d1.loss_mask": 0.8872634977102279, "decode.d1.loss_dice": 1.3969786167144775, "decode.d2.loss_cls": 0.4733602926135063, "decode.d2.loss_mask": 0.8311501979827881, "decode.d2.loss_dice": 1.3345515847206115, "decode.d3.loss_cls": 0.4529578149318695, "decode.d3.loss_mask": 0.8151758432388305, "decode.d3.loss_dice": 1.307869017124176, "decode.d4.loss_cls": 0.4509305879473686, "decode.d4.loss_mask": 0.8061988055706024, "decode.d4.loss_dice": 1.2926230072975158, "decode.d5.loss_cls": 0.4638456255197525, "decode.d5.loss_mask": 0.8046377062797546, "decode.d5.loss_dice": 1.2907379567623138, "decode.d6.loss_cls": 0.43871202915906904, "decode.d6.loss_mask": 0.7924649298191071, "decode.d6.loss_dice": 1.2787373661994934, "decode.d7.loss_cls": 0.4499183475971222, "decode.d7.loss_mask": 0.8089939922094345, "decode.d7.loss_dice": 1.2608335196971894, "decode.d8.loss_cls": 0.41841234378516673, "decode.d8.loss_mask": 0.7802693337202072, "decode.d8.loss_dice": 1.2795470178127288, "time": 0.5335458517074585, "memory": 7261, "step": 119600}
{"lr": 2.8943673047141968e-06, "data_time": 0.009473896026611328, "grad_norm": 86.82763481140137, "loss": 25.47178144454956, "decode.loss_cls": 0.5266272239387035, "decode.loss_mask": 0.6657860070466995, "decode.loss_dice": 1.1248138099908829, "decode.d0.loss_cls": 1.9536413609981538, "decode.d0.loss_mask": 0.6838533282279968, "decode.d0.loss_dice": 1.3133973985910417, "decode.d1.loss_cls": 0.6844035722315311, "decode.d1.loss_mask": 0.6732865601778031, "decode.d1.loss_dice": 1.2775987207889556, "decode.d2.loss_cls": 0.5743447311222554, "decode.d2.loss_mask": 0.6702503383159637, "decode.d2.loss_dice": 1.1923681557178498, "decode.d3.loss_cls": 0.5746663056313992, "decode.d3.loss_mask": 0.6687940835952759, "decode.d3.loss_dice": 1.1433248698711396, "decode.d4.loss_cls": 0.6187722876667976, "decode.d4.loss_mask": 0.662936806678772, "decode.d4.loss_dice": 1.1360621988773345, "decode.d5.loss_cls": 0.5617175571620464, "decode.d5.loss_mask": 0.6662722781300545, "decode.d5.loss_dice": 1.1393175661563872, "decode.d6.loss_cls": 0.5046739980578423, "decode.d6.loss_mask": 0.6607950121164322, "decode.d6.loss_dice": 1.1405980736017227, "decode.d7.loss_cls": 0.4950918138027191, "decode.d7.loss_mask": 0.6640217304229736, "decode.d7.loss_dice": 1.138274398446083, "decode.d8.loss_cls": 0.5509256765246391, "decode.d8.loss_mask": 0.6707104116678237, "decode.d8.loss_dice": 1.1344561457633973, "time": 0.5374773740768433, "memory": 7229, "step": 119650}
{"lr": 2.8911391857011e-06, "data_time": 0.009353232383728028, "grad_norm": 88.78578033447266, "loss": 22.097966480255128, "decode.loss_cls": 0.36649131402373314, "decode.loss_mask": 0.5969842165708542, "decode.loss_dice": 0.971035486459732, "decode.d0.loss_cls": 2.196653199195862, "decode.d0.loss_mask": 0.6709597736597062, "decode.d0.loss_dice": 1.0970934748649597, "decode.d1.loss_cls": 0.5902142137289047, "decode.d1.loss_mask": 0.640633487701416, "decode.d1.loss_dice": 1.0164342254400254, "decode.d2.loss_cls": 0.4978207379579544, "decode.d2.loss_mask": 0.625983127951622, "decode.d2.loss_dice": 0.9983947396278381, "decode.d3.loss_cls": 0.4693964347243309, "decode.d3.loss_mask": 0.601310458779335, "decode.d3.loss_dice": 0.9588731110095978, "decode.d4.loss_cls": 0.41859017238020896, "decode.d4.loss_mask": 0.6015117079019546, "decode.d4.loss_dice": 0.9638560861349106, "decode.d5.loss_cls": 0.4207442432641983, "decode.d5.loss_mask": 0.5998572662472725, "decode.d5.loss_dice": 0.9790398150682449, "decode.d6.loss_cls": 0.3874795250594616, "decode.d6.loss_mask": 0.5864555984735489, "decode.d6.loss_dice": 0.961400693655014, "decode.d7.loss_cls": 0.3773680627346039, "decode.d7.loss_mask": 0.5913688734173774, "decode.d7.loss_dice": 0.9623221725225448, "decode.d8.loss_cls": 0.33329945132136346, "decode.d8.loss_mask": 0.6023934960365296, "decode.d8.loss_dice": 1.014000654220581, "time": 0.5369472503662109, "memory": 7315, "step": 119700}
{"lr": 2.8879106661520067e-06, "data_time": 0.009693241119384766, "grad_norm": 96.8870849609375, "loss": 24.754379081726075, "decode.loss_cls": 0.33941316679120065, "decode.loss_mask": 0.7291811525821685, "decode.loss_dice": 1.132947450876236, "decode.d0.loss_cls": 2.180204474925995, "decode.d0.loss_mask": 0.8178564667701721, "decode.d0.loss_dice": 1.2990974545478822, "decode.d1.loss_cls": 0.5745806396007538, "decode.d1.loss_mask": 0.7257780760526658, "decode.d1.loss_dice": 1.1934712409973145, "decode.d2.loss_cls": 0.4756826967000961, "decode.d2.loss_mask": 0.7418929040431976, "decode.d2.loss_dice": 1.1926179111003876, "decode.d3.loss_cls": 0.4203408546745777, "decode.d3.loss_mask": 0.7201997846364975, "decode.d3.loss_dice": 1.1569505870342254, "decode.d4.loss_cls": 0.3857491113245487, "decode.d4.loss_mask": 0.7081868082284928, "decode.d4.loss_dice": 1.134852308034897, "decode.d5.loss_cls": 0.2970640085637569, "decode.d5.loss_mask": 0.7273241817951203, "decode.d5.loss_dice": 1.1701678484678268, "decode.d6.loss_cls": 0.3669558994472027, "decode.d6.loss_mask": 0.7329183846712113, "decode.d6.loss_dice": 1.1227318733930587, "decode.d7.loss_cls": 0.3809066481888294, "decode.d7.loss_mask": 0.7067790120840073, "decode.d7.loss_dice": 1.1279412060976028, "decode.d8.loss_cls": 0.32099644616246226, "decode.d8.loss_mask": 0.7342354357242584, "decode.d8.loss_dice": 1.1373558521270752, "time": 0.5320829153060913, "memory": 7191, "step": 119750}
{"lr": 2.884681745519563e-06, "data_time": 0.009436488151550293, "grad_norm": 86.57626609802246, "loss": 30.505707263946533, "decode.loss_cls": 0.5821080587804317, "decode.loss_mask": 0.8155626237392426, "decode.loss_dice": 1.406847858428955, "decode.d0.loss_cls": 2.275940728187561, "decode.d0.loss_mask": 0.93950956761837, "decode.d0.loss_dice": 1.6000904023647309, "decode.d1.loss_cls": 0.7087140619754791, "decode.d1.loss_mask": 0.9031668901443481, "decode.d1.loss_dice": 1.4994926452636719, "decode.d2.loss_cls": 0.6885014608502388, "decode.d2.loss_mask": 0.846997219324112, "decode.d2.loss_dice": 1.4369770646095277, "decode.d3.loss_cls": 0.6104026190936566, "decode.d3.loss_mask": 0.8471741676330566, "decode.d3.loss_dice": 1.4334346115589143, "decode.d4.loss_cls": 0.566629409044981, "decode.d4.loss_mask": 0.8168822288513183, "decode.d4.loss_dice": 1.3907296240329743, "decode.d5.loss_cls": 0.5818494267761707, "decode.d5.loss_mask": 0.8172468990087509, "decode.d5.loss_dice": 1.3893338024616242, "decode.d6.loss_cls": 0.5948352292180061, "decode.d6.loss_mask": 0.8162448048591614, "decode.d6.loss_dice": 1.3582455515861511, "decode.d7.loss_cls": 0.5450606219470501, "decode.d7.loss_mask": 0.820597305893898, "decode.d7.loss_dice": 1.4134446799755096, "decode.d8.loss_cls": 0.6040987230837345, "decode.d8.loss_mask": 0.8147898644208909, "decode.d8.loss_dice": 1.3807986974716187, "time": 0.534844160079956, "memory": 7233, "step": 119800}
{"lr": 2.881452423254993e-06, "data_time": 0.009339237213134765, "grad_norm": 89.97491607666015, "loss": 23.455692291259766, "decode.loss_cls": 0.4196701407432556, "decode.loss_mask": 0.7169072240591049, "decode.loss_dice": 0.9258453071117401, "decode.d0.loss_cls": 2.269807147979736, "decode.d0.loss_mask": 0.8158753484487533, "decode.d0.loss_dice": 1.075301367044449, "decode.d1.loss_cls": 0.6047486826777458, "decode.d1.loss_mask": 0.7647478550672531, "decode.d1.loss_dice": 1.0166155219078064, "decode.d2.loss_cls": 0.49867227077484133, "decode.d2.loss_mask": 0.7221132203936577, "decode.d2.loss_dice": 0.9264637380838394, "decode.d3.loss_cls": 0.4742582827806473, "decode.d3.loss_mask": 0.7408006489276886, "decode.d3.loss_dice": 0.8985076040029526, "decode.d4.loss_cls": 0.4410621374845505, "decode.d4.loss_mask": 0.7171467036008835, "decode.d4.loss_dice": 0.9231287777423859, "decode.d5.loss_cls": 0.4439651031047106, "decode.d5.loss_mask": 0.7244742974638939, "decode.d5.loss_dice": 0.9512150913476944, "decode.d6.loss_cls": 0.44147112891077994, "decode.d6.loss_mask": 0.714371620118618, "decode.d6.loss_dice": 0.9559519022703171, "decode.d7.loss_cls": 0.5261833690106869, "decode.d7.loss_mask": 0.7007475674152375, "decode.d7.loss_dice": 0.904130893945694, "decode.d8.loss_cls": 0.5155816525220871, "decode.d8.loss_mask": 0.7099695444107056, "decode.d8.loss_dice": 0.9159586101770401, "time": 0.5613232135772706, "memory": 7204, "step": 119850}
{"lr": 2.878222698808076e-06, "data_time": 0.009626388549804688, "grad_norm": 91.45761184692383, "loss": 21.385959577560424, "decode.loss_cls": 0.4769854173064232, "decode.loss_mask": 0.5912040323019028, "decode.loss_dice": 0.8198417365550995, "decode.d0.loss_cls": 2.023633587360382, "decode.d0.loss_mask": 0.6935539662837982, "decode.d0.loss_dice": 1.0060437619686127, "decode.d1.loss_cls": 0.6323498100042343, "decode.d1.loss_mask": 0.6553586274385452, "decode.d1.loss_dice": 0.9379914164543152, "decode.d2.loss_cls": 0.5639473594725132, "decode.d2.loss_mask": 0.637661612033844, "decode.d2.loss_dice": 0.878851929306984, "decode.d3.loss_cls": 0.5247538790106774, "decode.d3.loss_mask": 0.6298021286725998, "decode.d3.loss_dice": 0.8149032980203629, "decode.d4.loss_cls": 0.5153653595596552, "decode.d4.loss_mask": 0.5952889859676361, "decode.d4.loss_dice": 0.8054081052541733, "decode.d5.loss_cls": 0.4998521972447634, "decode.d5.loss_mask": 0.5854379504919052, "decode.d5.loss_dice": 0.8394940525293351, "decode.d6.loss_cls": 0.4862599544227123, "decode.d6.loss_mask": 0.5905361294746398, "decode.d6.loss_dice": 0.769151297211647, "decode.d7.loss_cls": 0.47423362694680693, "decode.d7.loss_mask": 0.6088819742202759, "decode.d7.loss_dice": 0.803538104891777, "decode.d8.loss_cls": 0.472837121039629, "decode.d8.loss_mask": 0.6063381165266037, "decode.d8.loss_dice": 0.8464536130428314, "time": 0.5600435018539429, "memory": 7207, "step": 119900}
{"lr": 2.874992571627157e-06, "data_time": 0.009533834457397462, "grad_norm": 89.55835990905761, "loss": 19.295252132415772, "decode.loss_cls": 0.35968461334705354, "decode.loss_mask": 0.5160749271512032, "decode.loss_dice": 0.7724019467830658, "decode.d0.loss_cls": 1.9768911242485045, "decode.d0.loss_mask": 0.5781156122684479, "decode.d0.loss_dice": 0.9060025095939637, "decode.d1.loss_cls": 0.5329324692487717, "decode.d1.loss_mask": 0.5696355164051056, "decode.d1.loss_dice": 0.8497248485684394, "decode.d2.loss_cls": 0.4918154925107956, "decode.d2.loss_mask": 0.5442075207829475, "decode.d2.loss_dice": 0.8064575999975204, "decode.d3.loss_cls": 0.491831810772419, "decode.d3.loss_mask": 0.5383060097694397, "decode.d3.loss_dice": 0.7961802005767822, "decode.d4.loss_cls": 0.5188343040645123, "decode.d4.loss_mask": 0.5120597034692764, "decode.d4.loss_dice": 0.7622745126485825, "decode.d5.loss_cls": 0.44881205782294276, "decode.d5.loss_mask": 0.5229905113577843, "decode.d5.loss_dice": 0.7774702101945877, "decode.d6.loss_cls": 0.4047348305583, "decode.d6.loss_mask": 0.5187087416648865, "decode.d6.loss_dice": 0.7690579563379287, "decode.d7.loss_cls": 0.404719340801239, "decode.d7.loss_mask": 0.5122895121574402, "decode.d7.loss_dice": 0.7613156825304032, "decode.d8.loss_cls": 0.37366795614361764, "decode.d8.loss_mask": 0.5096748858690262, "decode.d8.loss_dice": 0.7683789134025574, "time": 0.533995532989502, "memory": 7210, "step": 119950}
{"lr": 2.871762041159136e-06, "data_time": 0.009361743927001953, "grad_norm": 91.03647918701172, "loss": 19.39881362915039, "decode.loss_cls": 0.35619873777031896, "decode.loss_mask": 0.5462374806404113, "decode.loss_dice": 0.8227796077728271, "decode.d0.loss_cls": 2.150401532649994, "decode.d0.loss_mask": 0.5661803692579269, "decode.d0.loss_dice": 0.934431703388691, "decode.d1.loss_cls": 0.594804972410202, "decode.d1.loss_mask": 0.5478405296802521, "decode.d1.loss_dice": 0.8517887361347676, "decode.d2.loss_cls": 0.46768332198262214, "decode.d2.loss_mask": 0.5311622589826583, "decode.d2.loss_dice": 0.7796993613243103, "decode.d3.loss_cls": 0.4181551694869995, "decode.d3.loss_mask": 0.5301587149500847, "decode.d3.loss_dice": 0.7925496831536293, "decode.d4.loss_cls": 0.3870208151638508, "decode.d4.loss_mask": 0.535163962841034, "decode.d4.loss_dice": 0.795108699798584, "decode.d5.loss_cls": 0.37638770043849945, "decode.d5.loss_mask": 0.5338828086853027, "decode.d5.loss_dice": 0.7909891985356807, "decode.d6.loss_cls": 0.3754224643111229, "decode.d6.loss_mask": 0.5292499259114265, "decode.d6.loss_dice": 0.7759236842393875, "decode.d7.loss_cls": 0.37230281010270116, "decode.d7.loss_mask": 0.5301835402846337, "decode.d7.loss_dice": 0.8049622677266598, "decode.d8.loss_cls": 0.36377584785223005, "decode.d8.loss_mask": 0.5340769946575165, "decode.d8.loss_dice": 0.8042910188436508, "time": 0.5341436624526977, "memory": 7253, "step": 120000}
{"aAcc": 84.1, "mIoU": 52.61, "mAcc": 65.71, "data_time": 0.001901263734733916, "time": 0.184051092877331, "step": 120000}
{"lr": 2.868531106849455e-06, "data_time": 0.009958934783935548, "grad_norm": 85.86599197387696, "loss": 22.156198024749756, "decode.loss_cls": 0.4396135970950127, "decode.loss_mask": 0.5636815279722214, "decode.loss_dice": 0.9249694377183915, "decode.d0.loss_cls": 2.316903555393219, "decode.d0.loss_mask": 0.664992943406105, "decode.d0.loss_dice": 1.12574422955513, "decode.d1.loss_cls": 0.6672523349523545, "decode.d1.loss_mask": 0.6018258482217789, "decode.d1.loss_dice": 1.0207339346408844, "decode.d2.loss_cls": 0.515192049741745, "decode.d2.loss_mask": 0.6039555847644806, "decode.d2.loss_dice": 0.9937585860490799, "decode.d3.loss_cls": 0.4348034426569939, "decode.d3.loss_mask": 0.5801411062479019, "decode.d3.loss_dice": 0.9526426285505295, "decode.d4.loss_cls": 0.43418623208999635, "decode.d4.loss_mask": 0.5722576260566712, "decode.d4.loss_dice": 0.9420536190271378, "decode.d5.loss_cls": 0.5171297207474709, "decode.d5.loss_mask": 0.5557469993829727, "decode.d5.loss_dice": 0.9343084484338761, "decode.d6.loss_cls": 0.48718021959066393, "decode.d6.loss_mask": 0.5698740750551223, "decode.d6.loss_dice": 0.9333089888095856, "decode.d7.loss_cls": 0.39623456373810767, "decode.d7.loss_mask": 0.5742424309253693, "decode.d7.loss_dice": 0.9273186296224594, "decode.d8.loss_cls": 0.3817383699119091, "decode.d8.loss_mask": 0.5804765522480011, "decode.d8.loss_dice": 0.9439306646585465, "time": 0.536792802810669, "memory": 7275, "step": 120050}
{"lr": 2.8652997681421024e-06, "data_time": 0.01033487319946289, "grad_norm": 93.46252365112305, "loss": 23.984233093261718, "decode.loss_cls": 0.472897762991488, "decode.loss_mask": 0.7032887727022171, "decode.loss_dice": 0.9836998671293259, "decode.d0.loss_cls": 2.219379723072052, "decode.d0.loss_mask": 0.7667897999286651, "decode.d0.loss_dice": 1.1802589505910874, "decode.d1.loss_cls": 0.6517966464161873, "decode.d1.loss_mask": 0.7649989902973175, "decode.d1.loss_dice": 1.1065159052610398, "decode.d2.loss_cls": 0.5105537161231041, "decode.d2.loss_mask": 0.7135142385959625, "decode.d2.loss_dice": 1.047231924533844, "decode.d3.loss_cls": 0.4911820266395807, "decode.d3.loss_mask": 0.7211379617452621, "decode.d3.loss_dice": 1.0044910728931427, "decode.d4.loss_cls": 0.4673488263040781, "decode.d4.loss_mask": 0.7100271373987198, "decode.d4.loss_dice": 0.9812239289283753, "decode.d5.loss_cls": 0.426118235476315, "decode.d5.loss_mask": 0.7181769996881485, "decode.d5.loss_dice": 0.981765866279602, "decode.d6.loss_cls": 0.4182520780712366, "decode.d6.loss_mask": 0.710689514875412, "decode.d6.loss_dice": 0.9832025408744812, "decode.d7.loss_cls": 0.41136529967188834, "decode.d7.loss_mask": 0.7084655702114105, "decode.d7.loss_dice": 0.9983638405799866, "decode.d8.loss_cls": 0.4424534969031811, "decode.d8.loss_mask": 0.696265485882759, "decode.d8.loss_dice": 0.9927769243717194, "time": 0.5362763166427612, "memory": 7295, "step": 120100}
{"lr": 2.8620680244796037e-06, "data_time": 0.009972286224365235, "grad_norm": 93.82547531127929, "loss": 21.7481707572937, "decode.loss_cls": 0.3866062581539154, "decode.loss_mask": 0.6113445937633515, "decode.loss_dice": 0.9571262776851654, "decode.d0.loss_cls": 1.8596936464309692, "decode.d0.loss_mask": 0.7033300876617432, "decode.d0.loss_dice": 1.1495183765888215, "decode.d1.loss_cls": 0.5867552578449249, "decode.d1.loss_mask": 0.6421066075563431, "decode.d1.loss_dice": 1.0350760579109193, "decode.d2.loss_cls": 0.5430790148675442, "decode.d2.loss_mask": 0.6103361636400223, "decode.d2.loss_dice": 0.9525511682033538, "decode.d3.loss_cls": 0.48092974349856377, "decode.d3.loss_mask": 0.6116365194320679, "decode.d3.loss_dice": 0.951462921500206, "decode.d4.loss_cls": 0.4521053474396467, "decode.d4.loss_mask": 0.6125961124897004, "decode.d4.loss_dice": 0.9287391126155853, "decode.d5.loss_cls": 0.3968993440270424, "decode.d5.loss_mask": 0.6079131036996841, "decode.d5.loss_dice": 0.9370887368917465, "decode.d6.loss_cls": 0.3478887151926756, "decode.d6.loss_mask": 0.598879823088646, "decode.d6.loss_dice": 0.9452904343605042, "decode.d7.loss_cls": 0.354858722910285, "decode.d7.loss_mask": 0.5996023535728454, "decode.d7.loss_dice": 0.9384658694267273, "decode.d8.loss_cls": 0.38072348237037656, "decode.d8.loss_mask": 0.6086706727743149, "decode.d8.loss_dice": 0.9568960011005402, "time": 0.5349015235900879, "memory": 7276, "step": 120150}
{"lr": 2.858835875303015e-06, "data_time": 0.0101271390914917, "grad_norm": 97.45547218322754, "loss": 26.980442237854003, "decode.loss_cls": 0.5204069793224335, "decode.loss_mask": 0.6974516913294793, "decode.loss_dice": 1.1705783933401108, "decode.d0.loss_cls": 2.419655668735504, "decode.d0.loss_mask": 0.8088804602622985, "decode.d0.loss_dice": 1.3201635241508485, "decode.d1.loss_cls": 0.8215488374233246, "decode.d1.loss_mask": 0.7303001523017884, "decode.d1.loss_dice": 1.2290018498897552, "decode.d2.loss_cls": 0.6640560865402222, "decode.d2.loss_mask": 0.7453525990247727, "decode.d2.loss_dice": 1.235030996799469, "decode.d3.loss_cls": 0.66353230625391, "decode.d3.loss_mask": 0.7272138208150863, "decode.d3.loss_dice": 1.2085927307605744, "decode.d4.loss_cls": 0.5707359343767167, "decode.d4.loss_mask": 0.7304736346006393, "decode.d4.loss_dice": 1.2086170136928558, "decode.d5.loss_cls": 0.508117924630642, "decode.d5.loss_mask": 0.716188371181488, "decode.d5.loss_dice": 1.1889987021684647, "decode.d6.loss_cls": 0.4816489815711975, "decode.d6.loss_mask": 0.7148408085107804, "decode.d6.loss_dice": 1.152431347966194, "decode.d7.loss_cls": 0.4717703700065613, "decode.d7.loss_mask": 0.7110428184270858, "decode.d7.loss_dice": 1.15445474088192, "decode.d8.loss_cls": 0.5427782878279686, "decode.d8.loss_mask": 0.6927826762199402, "decode.d8.loss_dice": 1.1737952768802642, "time": 0.5601974487304687, "memory": 7233, "step": 120200}
{"lr": 2.855603320051916e-06, "data_time": 0.010118317604064942, "grad_norm": 87.28765640258788, "loss": 19.326986408233644, "decode.loss_cls": 0.2831352334469557, "decode.loss_mask": 0.5921710312366486, "decode.loss_dice": 0.8260185360908509, "decode.d0.loss_cls": 2.072941255569458, "decode.d0.loss_mask": 0.6272511750459671, "decode.d0.loss_dice": 0.9652810752391815, "decode.d1.loss_cls": 0.5221195351332426, "decode.d1.loss_mask": 0.6144269585609436, "decode.d1.loss_dice": 0.8635263428092003, "decode.d2.loss_cls": 0.36586770713329314, "decode.d2.loss_mask": 0.5959902226924896, "decode.d2.loss_dice": 0.8410524189472198, "decode.d3.loss_cls": 0.32404960356652734, "decode.d3.loss_mask": 0.6062686175107956, "decode.d3.loss_dice": 0.8139073878526688, "decode.d4.loss_cls": 0.2707551509141922, "decode.d4.loss_mask": 0.5998738318681717, "decode.d4.loss_dice": 0.8199235007166863, "decode.d5.loss_cls": 0.27950049936771393, "decode.d5.loss_mask": 0.5892249196767807, "decode.d5.loss_dice": 0.8239774331450462, "decode.d6.loss_cls": 0.26581972688436506, "decode.d6.loss_mask": 0.5849670082330704, "decode.d6.loss_dice": 0.8289543896913528, "decode.d7.loss_cls": 0.2542863804847002, "decode.d7.loss_mask": 0.586948749423027, "decode.d7.loss_dice": 0.8225620940327645, "decode.d8.loss_cls": 0.2697179265320301, "decode.d8.loss_mask": 0.5903530865907669, "decode.d8.loss_dice": 0.82611513286829, "time": 0.5362324237823486, "memory": 7274, "step": 120250}
{"lr": 2.8523703581644047e-06, "data_time": 0.0098175048828125, "grad_norm": 85.17238540649414, "loss": 22.007374143600465, "decode.loss_cls": 0.35921886563301086, "decode.loss_mask": 0.5381082400679589, "decode.loss_dice": 1.0011467397212983, "decode.d0.loss_cls": 2.1282052278518675, "decode.d0.loss_mask": 0.6340218156576156, "decode.d0.loss_dice": 1.2029530972242355, "decode.d1.loss_cls": 0.5286942720413208, "decode.d1.loss_mask": 0.606490895152092, "decode.d1.loss_dice": 1.10242258310318, "decode.d2.loss_cls": 0.4714450016617775, "decode.d2.loss_mask": 0.5889213234186172, "decode.d2.loss_dice": 1.0602186068892478, "decode.d3.loss_cls": 0.3878799848258495, "decode.d3.loss_mask": 0.5724341928958893, "decode.d3.loss_dice": 1.0636443316936492, "decode.d4.loss_cls": 0.43280730620026586, "decode.d4.loss_mask": 0.5806307688355445, "decode.d4.loss_dice": 1.047839429974556, "decode.d5.loss_cls": 0.3718027964234352, "decode.d5.loss_mask": 0.552142110466957, "decode.d5.loss_dice": 1.045934695005417, "decode.d6.loss_cls": 0.34465866535902023, "decode.d6.loss_mask": 0.5427417263388634, "decode.d6.loss_dice": 1.0201888859272004, "decode.d7.loss_cls": 0.347025815024972, "decode.d7.loss_mask": 0.5425232857465744, "decode.d7.loss_dice": 1.0260833829641343, "decode.d8.loss_cls": 0.3842490669339895, "decode.d8.loss_mask": 0.5347964718937874, "decode.d8.loss_dice": 0.9881440222263336, "time": 0.5330956459045411, "memory": 7280, "step": 120300}
{"lr": 2.8491369890771005e-06, "data_time": 0.009804105758666993, "grad_norm": 76.82342758178712, "loss": 17.904668617248536, "decode.loss_cls": 0.2699840798974037, "decode.loss_mask": 0.4742955341935158, "decode.loss_dice": 0.8100782990455627, "decode.d0.loss_cls": 1.7852162003517151, "decode.d0.loss_mask": 0.552794623374939, "decode.d0.loss_dice": 0.9594488948583603, "decode.d1.loss_cls": 0.3939269930124283, "decode.d1.loss_mask": 0.4830002814531326, "decode.d1.loss_dice": 0.8675592958927154, "decode.d2.loss_cls": 0.38319444060325625, "decode.d2.loss_mask": 0.4803236544132233, "decode.d2.loss_dice": 0.8480856567621231, "decode.d3.loss_cls": 0.3157964378595352, "decode.d3.loss_mask": 0.4771901711821556, "decode.d3.loss_dice": 0.8395520091056824, "decode.d4.loss_cls": 0.3402376979589462, "decode.d4.loss_mask": 0.4776072919368744, "decode.d4.loss_dice": 0.8247472733259201, "decode.d5.loss_cls": 0.30494014024734495, "decode.d5.loss_mask": 0.4808775305747986, "decode.d5.loss_dice": 0.8214487880468369, "decode.d6.loss_cls": 0.2777857258915901, "decode.d6.loss_mask": 0.47953755855560304, "decode.d6.loss_dice": 0.8283845871686936, "decode.d7.loss_cls": 0.28710552081465723, "decode.d7.loss_mask": 0.4807021975517273, "decode.d7.loss_dice": 0.8111223667860031, "decode.d8.loss_cls": 0.27301000580191614, "decode.d8.loss_mask": 0.4744973868131638, "decode.d8.loss_dice": 0.8022186994552613, "time": 0.5357398986816406, "memory": 7213, "step": 120350}
{"lr": 2.8459032122251214e-06, "data_time": 0.009819579124450684, "grad_norm": 99.97502365112305, "loss": 17.806825160980225, "decode.loss_cls": 0.2384123131632805, "decode.loss_mask": 0.5985100388526916, "decode.loss_dice": 0.6847315184772015, "decode.d0.loss_cls": 1.985295343399048, "decode.d0.loss_mask": 0.6367801606655121, "decode.d0.loss_dice": 0.7911465764045715, "decode.d1.loss_cls": 0.3786317273974419, "decode.d1.loss_mask": 0.6044824570417404, "decode.d1.loss_dice": 0.7406449086964131, "decode.d2.loss_cls": 0.33490920066833496, "decode.d2.loss_mask": 0.6070152670145035, "decode.d2.loss_dice": 0.7333762615919113, "decode.d3.loss_cls": 0.31531252190470693, "decode.d3.loss_mask": 0.6136955052614212, "decode.d3.loss_dice": 0.7041997209191322, "decode.d4.loss_cls": 0.2649458162486553, "decode.d4.loss_mask": 0.6151413321495056, "decode.d4.loss_dice": 0.7107635289430618, "decode.d5.loss_cls": 0.27261837646365167, "decode.d5.loss_mask": 0.6006290912628174, "decode.d5.loss_dice": 0.6958901800215245, "decode.d6.loss_cls": 0.25951786041259767, "decode.d6.loss_mask": 0.6211265563964844, "decode.d6.loss_dice": 0.7060425885021686, "decode.d7.loss_cls": 0.24555125460028648, "decode.d7.loss_mask": 0.6134594500064849, "decode.d7.loss_dice": 0.7057011052966118, "decode.d8.loss_cls": 0.22413736656308175, "decode.d8.loss_mask": 0.6090031147003174, "decode.d8.loss_dice": 0.6951529249548912, "time": 0.5608922481536865, "memory": 7335, "step": 120400}
{"lr": 2.842669027042094e-06, "data_time": 0.00982809066772461, "grad_norm": 95.14352493286133, "loss": 24.97383232116699, "decode.loss_cls": 0.5703645393252372, "decode.loss_mask": 0.5780992060899734, "decode.loss_dice": 1.0294764518737793, "decode.d0.loss_cls": 2.3391847372055055, "decode.d0.loss_mask": 0.6234084665775299, "decode.d0.loss_dice": 1.1971525371074676, "decode.d1.loss_cls": 0.9431061655282974, "decode.d1.loss_mask": 0.6199390351772308, "decode.d1.loss_dice": 1.0958730816841125, "decode.d2.loss_cls": 0.7886880099773407, "decode.d2.loss_mask": 0.5938116282224655, "decode.d2.loss_dice": 1.112499475479126, "decode.d3.loss_cls": 0.7007814094424247, "decode.d3.loss_mask": 0.5658425778150559, "decode.d3.loss_dice": 1.034378892183304, "decode.d4.loss_cls": 0.6552311927080154, "decode.d4.loss_mask": 0.5862619757652283, "decode.d4.loss_dice": 1.0860526025295258, "decode.d5.loss_cls": 0.593582147359848, "decode.d5.loss_mask": 0.584260779619217, "decode.d5.loss_dice": 1.1069710671901702, "decode.d6.loss_cls": 0.5959111332893372, "decode.d6.loss_mask": 0.5837554186582565, "decode.d6.loss_dice": 1.0361035645008088, "decode.d7.loss_cls": 0.5336370602250099, "decode.d7.loss_mask": 0.5777778536081314, "decode.d7.loss_dice": 1.0435488045215606, "decode.d8.loss_cls": 0.5574642956256867, "decode.d8.loss_mask": 0.5756753265857697, "decode.d8.loss_dice": 1.0649913430213929, "time": 0.5347887277603149, "memory": 7253, "step": 120450}
{"lr": 2.8394344329601345e-06, "data_time": 0.009957981109619141, "grad_norm": 101.91739349365234, "loss": 24.191269207000733, "decode.loss_cls": 0.4004118625074625, "decode.loss_mask": 0.7497945696115493, "decode.loss_dice": 1.0583384156227111, "decode.d0.loss_cls": 2.1021563053131103, "decode.d0.loss_mask": 0.7944779723882676, "decode.d0.loss_dice": 1.1977627992630004, "decode.d1.loss_cls": 0.5036383882164955, "decode.d1.loss_mask": 0.7581651270389557, "decode.d1.loss_dice": 1.1129640519618988, "decode.d2.loss_cls": 0.5031936205923557, "decode.d2.loss_mask": 0.7362279564142227, "decode.d2.loss_dice": 1.0584287285804748, "decode.d3.loss_cls": 0.42974649406969545, "decode.d3.loss_mask": 0.7596326351165772, "decode.d3.loss_dice": 1.0649921208620072, "decode.d4.loss_cls": 0.41385896056890487, "decode.d4.loss_mask": 0.7435793697834014, "decode.d4.loss_dice": 1.0564696431159972, "decode.d5.loss_cls": 0.4390630379319191, "decode.d5.loss_mask": 0.737550899386406, "decode.d5.loss_dice": 1.044500905275345, "decode.d6.loss_cls": 0.39737478494644163, "decode.d6.loss_mask": 0.7476728439331055, "decode.d6.loss_dice": 1.0434899091720582, "decode.d7.loss_cls": 0.3466612931340933, "decode.d7.loss_mask": 0.7476108133792877, "decode.d7.loss_dice": 1.065123289823532, "decode.d8.loss_cls": 0.3655001763254404, "decode.d8.loss_mask": 0.7575095623731614, "decode.d8.loss_dice": 1.0553718030452728, "time": 0.5582758665084839, "memory": 7248, "step": 120500}
{"lr": 2.8361994294098564e-06, "data_time": 0.009884905815124512, "grad_norm": 92.14291915893554, "loss": 21.835010766983032, "decode.loss_cls": 0.39809278640896084, "decode.loss_mask": 0.6041854381561279, "decode.loss_dice": 0.9643393665552139, "decode.d0.loss_cls": 2.1215726256370546, "decode.d0.loss_mask": 0.6511848211288452, "decode.d0.loss_dice": 1.115310361981392, "decode.d1.loss_cls": 0.5321943186223507, "decode.d1.loss_mask": 0.6159825146198272, "decode.d1.loss_dice": 1.037382686138153, "decode.d2.loss_cls": 0.5142446767538786, "decode.d2.loss_mask": 0.6079417020082474, "decode.d2.loss_dice": 0.970688371360302, "decode.d3.loss_cls": 0.4077828243374825, "decode.d3.loss_mask": 0.605785584449768, "decode.d3.loss_dice": 0.9644118666648864, "decode.d4.loss_cls": 0.4020412486046553, "decode.d4.loss_mask": 0.5939464807510376, "decode.d4.loss_dice": 0.9642076909542083, "decode.d5.loss_cls": 0.38773864712566136, "decode.d5.loss_mask": 0.5969296097755432, "decode.d5.loss_dice": 0.9747585445642472, "decode.d6.loss_cls": 0.3969711476936936, "decode.d6.loss_mask": 0.5943422347307206, "decode.d6.loss_dice": 0.9395635008811951, "decode.d7.loss_cls": 0.3619694082066417, "decode.d7.loss_mask": 0.5987605601549149, "decode.d7.loss_dice": 0.9576208427548408, "decode.d8.loss_cls": 0.3677981151267886, "decode.d8.loss_mask": 0.6052379906177521, "decode.d8.loss_dice": 0.9820240795612335, "time": 0.5343487739562989, "memory": 7195, "step": 120550}
{"lr": 2.832964015820356e-06, "data_time": 0.009974932670593262, "grad_norm": 89.05668334960937, "loss": 21.556367206573487, "decode.loss_cls": 0.4723886106163263, "decode.loss_mask": 0.5455145299434662, "decode.loss_dice": 0.9067292928695678, "decode.d0.loss_cls": 1.8869943082332612, "decode.d0.loss_mask": 0.6193945586681366, "decode.d0.loss_dice": 1.0817134886980058, "decode.d1.loss_cls": 0.559531145170331, "decode.d1.loss_mask": 0.6017906993627549, "decode.d1.loss_dice": 1.010407841205597, "decode.d2.loss_cls": 0.5881889753043652, "decode.d2.loss_mask": 0.5441763877868653, "decode.d2.loss_dice": 0.942953759431839, "decode.d3.loss_cls": 0.5525341244414449, "decode.d3.loss_mask": 0.5435724765062332, "decode.d3.loss_dice": 0.934449827671051, "decode.d4.loss_cls": 0.5436777554452419, "decode.d4.loss_mask": 0.5409692615270615, "decode.d4.loss_dice": 0.9170365542173385, "decode.d5.loss_cls": 0.47985443361103536, "decode.d5.loss_mask": 0.5513215065002441, "decode.d5.loss_dice": 0.940240067243576, "decode.d6.loss_cls": 0.4687770865857601, "decode.d6.loss_mask": 0.5455348670482636, "decode.d6.loss_dice": 0.9293073505163193, "decode.d7.loss_cls": 0.4672270532697439, "decode.d7.loss_mask": 0.5418579608201981, "decode.d7.loss_dice": 0.9145571559667587, "decode.d8.loss_cls": 0.4655793011188507, "decode.d8.loss_mask": 0.5455946683883667, "decode.d8.loss_dice": 0.9144927799701691, "time": 0.5376577377319336, "memory": 7260, "step": 120600}
{"lr": 2.829728191619203e-06, "data_time": 0.00992281436920166, "grad_norm": 95.52428703308105, "loss": 20.931982612609865, "decode.loss_cls": 0.4262810036540031, "decode.loss_mask": 0.6281621366739273, "decode.loss_dice": 0.8054438352584838, "decode.d0.loss_cls": 1.9337436437606812, "decode.d0.loss_mask": 0.7772564321756363, "decode.d0.loss_dice": 0.9788094013929367, "decode.d1.loss_cls": 0.5679617658257484, "decode.d1.loss_mask": 0.6627336323261261, "decode.d1.loss_dice": 0.8856993794441224, "decode.d2.loss_cls": 0.5195506542921067, "decode.d2.loss_mask": 0.6216953665018081, "decode.d2.loss_dice": 0.8143743604421616, "decode.d3.loss_cls": 0.5126006662845611, "decode.d3.loss_mask": 0.6236188113689423, "decode.d3.loss_dice": 0.8059685468673706, "decode.d4.loss_cls": 0.4797595597803593, "decode.d4.loss_mask": 0.630599319934845, "decode.d4.loss_dice": 0.8066226154565811, "decode.d5.loss_cls": 0.44533935785293577, "decode.d5.loss_mask": 0.6223697364330292, "decode.d5.loss_dice": 0.8038912832736969, "decode.d6.loss_cls": 0.4511546976864338, "decode.d6.loss_mask": 0.6159194588661194, "decode.d6.loss_dice": 0.8005888819694519, "decode.d7.loss_cls": 0.4290428213775158, "decode.d7.loss_mask": 0.6234429568052292, "decode.d7.loss_dice": 0.7969400525093079, "decode.d8.loss_cls": 0.4440294772386551, "decode.d8.loss_mask": 0.6255524307489395, "decode.d8.loss_dice": 0.7928306341171265, "time": 0.5357151508331299, "memory": 7226, "step": 120650}
{"lr": 2.826491956232447e-06, "data_time": 0.00987546443939209, "grad_norm": 87.11315956115723, "loss": 19.655317878723146, "decode.loss_cls": 0.3022184412926435, "decode.loss_mask": 0.5928903855383396, "decode.loss_dice": 0.8096325352787972, "decode.d0.loss_cls": 1.8189753711223602, "decode.d0.loss_mask": 0.6554527088999749, "decode.d0.loss_dice": 0.9242005333304405, "decode.d1.loss_cls": 0.45265880078077314, "decode.d1.loss_mask": 0.6298712074756623, "decode.d1.loss_dice": 0.8640458852052688, "decode.d2.loss_cls": 0.4285168096423149, "decode.d2.loss_mask": 0.6019881226122379, "decode.d2.loss_dice": 0.8342845425009727, "decode.d3.loss_cls": 0.3944238767027855, "decode.d3.loss_mask": 0.5946019686758518, "decode.d3.loss_dice": 0.8159553989768028, "decode.d4.loss_cls": 0.33799265064299105, "decode.d4.loss_mask": 0.6110292553901673, "decode.d4.loss_dice": 0.830658084154129, "decode.d5.loss_cls": 0.359773625433445, "decode.d5.loss_mask": 0.5944769576191902, "decode.d5.loss_dice": 0.8292021796107292, "decode.d6.loss_cls": 0.40782601200044155, "decode.d6.loss_mask": 0.5851019419729709, "decode.d6.loss_dice": 0.8124394655227661, "decode.d7.loss_cls": 0.3729271084070206, "decode.d7.loss_mask": 0.5875831857323647, "decode.d7.loss_dice": 0.8060219243168831, "decode.d8.loss_cls": 0.4098438784480095, "decode.d8.loss_mask": 0.5833079248666764, "decode.d8.loss_dice": 0.807417668402195, "time": 0.5593393802642822, "memory": 7183, "step": 120700}
{"lr": 2.823255309084601e-06, "data_time": 0.010075807571411133, "grad_norm": 84.16662368774413, "loss": 19.572658729553222, "decode.loss_cls": 0.4628824606537819, "decode.loss_mask": 0.5339724466204643, "decode.loss_dice": 0.7350881934165955, "decode.d0.loss_cls": 2.0028683304786683, "decode.d0.loss_mask": 0.6288047641515732, "decode.d0.loss_dice": 0.9153212487697602, "decode.d1.loss_cls": 0.5421429932117462, "decode.d1.loss_mask": 0.564240787923336, "decode.d1.loss_dice": 0.78098923265934, "decode.d2.loss_cls": 0.46880280375480654, "decode.d2.loss_mask": 0.5516865223646163, "decode.d2.loss_dice": 0.7957239896059036, "decode.d3.loss_cls": 0.47880821079015734, "decode.d3.loss_mask": 0.5444989949464798, "decode.d3.loss_dice": 0.7521668344736099, "decode.d4.loss_cls": 0.5026439622044563, "decode.d4.loss_mask": 0.5371164068579674, "decode.d4.loss_dice": 0.7543715596199035, "decode.d5.loss_cls": 0.5019485130906105, "decode.d5.loss_mask": 0.53505107909441, "decode.d5.loss_dice": 0.7257492542266846, "decode.d6.loss_cls": 0.48820139467716217, "decode.d6.loss_mask": 0.5377068683505059, "decode.d6.loss_dice": 0.7311538755893707, "decode.d7.loss_cls": 0.46234988868236543, "decode.d7.loss_mask": 0.5367679238319397, "decode.d7.loss_dice": 0.7432183563709259, "decode.d8.loss_cls": 0.487043933570385, "decode.d8.loss_mask": 0.5312624618411064, "decode.d8.loss_dice": 0.7400755882263184, "time": 0.5607712268829346, "memory": 7206, "step": 120750}
{"lr": 2.8200182495986356e-06, "data_time": 0.009765267372131348, "grad_norm": 80.59690322875977, "loss": 21.72529172897339, "decode.loss_cls": 0.5437939301133156, "decode.loss_mask": 0.5148393481969833, "decode.loss_dice": 0.914981484413147, "decode.d0.loss_cls": 2.0960742712020872, "decode.d0.loss_mask": 0.523593670129776, "decode.d0.loss_dice": 1.0579364627599717, "decode.d1.loss_cls": 0.7219102211296559, "decode.d1.loss_mask": 0.516775643825531, "decode.d1.loss_dice": 0.9736924141645431, "decode.d2.loss_cls": 0.6723906837403775, "decode.d2.loss_mask": 0.5134386464953422, "decode.d2.loss_dice": 0.9490263640880585, "decode.d3.loss_cls": 0.5807121843099594, "decode.d3.loss_mask": 0.49980933517217635, "decode.d3.loss_dice": 0.901245704293251, "decode.d4.loss_cls": 0.5836056992411613, "decode.d4.loss_mask": 0.49216222763061523, "decode.d4.loss_dice": 0.8860341846942902, "decode.d5.loss_cls": 0.5335072547197341, "decode.d5.loss_mask": 0.5080029398202897, "decode.d5.loss_dice": 0.911733889579773, "decode.d6.loss_cls": 0.5144726686179638, "decode.d6.loss_mask": 0.5082829371094704, "decode.d6.loss_dice": 0.8918885558843612, "decode.d7.loss_cls": 0.5044511646032334, "decode.d7.loss_mask": 0.5071021169424057, "decode.d7.loss_dice": 0.9248340785503387, "decode.d8.loss_cls": 0.5179810017347336, "decode.d8.loss_mask": 0.5124276012182236, "decode.d8.loss_dice": 0.9485844671726227, "time": 0.5339463472366333, "memory": 7187, "step": 120800}
{"lr": 2.816780777195978e-06, "data_time": 0.009977364540100097, "grad_norm": 85.11022834777832, "loss": 17.998779201507567, "decode.loss_cls": 0.2929210398346186, "decode.loss_mask": 0.5663088947534561, "decode.loss_dice": 0.705654400587082, "decode.d0.loss_cls": 1.8554892182350158, "decode.d0.loss_mask": 0.6074481725692749, "decode.d0.loss_dice": 0.7663606494665146, "decode.d1.loss_cls": 0.4787207469344139, "decode.d1.loss_mask": 0.6032950907945633, "decode.d1.loss_dice": 0.7275409013032913, "decode.d2.loss_cls": 0.408510285615921, "decode.d2.loss_mask": 0.5950899243354797, "decode.d2.loss_dice": 0.7262587904930115, "decode.d3.loss_cls": 0.42953229025006295, "decode.d3.loss_mask": 0.5730667769908905, "decode.d3.loss_dice": 0.6891400635242462, "decode.d4.loss_cls": 0.35029442682862283, "decode.d4.loss_mask": 0.5981414496898652, "decode.d4.loss_dice": 0.7106947064399719, "decode.d5.loss_cls": 0.30937608852982523, "decode.d5.loss_mask": 0.5782400906085968, "decode.d5.loss_dice": 0.712685889005661, "decode.d6.loss_cls": 0.32479401528835294, "decode.d6.loss_mask": 0.5733218222856522, "decode.d6.loss_dice": 0.7016292840242386, "decode.d7.loss_cls": 0.28434750959277155, "decode.d7.loss_mask": 0.572752982378006, "decode.d7.loss_dice": 0.7029064774513245, "decode.d8.loss_cls": 0.2857051149010658, "decode.d8.loss_mask": 0.568786895275116, "decode.d8.loss_dice": 0.6997651845216751, "time": 0.5621699571609498, "memory": 7248, "step": 120850}
{"lr": 2.8135428912965044e-06, "data_time": 0.009840297698974609, "grad_norm": 88.07870292663574, "loss": 24.865806579589844, "decode.loss_cls": 0.5924054950475692, "decode.loss_mask": 0.6340118467807769, "decode.loss_dice": 0.9737587332725525, "decode.d0.loss_cls": 2.140548086166382, "decode.d0.loss_mask": 0.697616022825241, "decode.d0.loss_dice": 1.1786947190761565, "decode.d1.loss_cls": 0.837859284877777, "decode.d1.loss_mask": 0.6594804942607879, "decode.d1.loss_dice": 1.0594381719827652, "decode.d2.loss_cls": 0.7267491191625595, "decode.d2.loss_mask": 0.6475534915924073, "decode.d2.loss_dice": 1.0179335653781891, "decode.d3.loss_cls": 0.6517852663993835, "decode.d3.loss_mask": 0.6701410114765167, "decode.d3.loss_dice": 1.032400166988373, "decode.d4.loss_cls": 0.5905334860086441, "decode.d4.loss_mask": 0.6761096835136413, "decode.d4.loss_dice": 1.0205459296703339, "decode.d5.loss_cls": 0.6288741424679756, "decode.d5.loss_mask": 0.6663676500320435, "decode.d5.loss_dice": 1.0193975448608399, "decode.d6.loss_cls": 0.5892294570803642, "decode.d6.loss_mask": 0.6556777119636535, "decode.d6.loss_dice": 1.0017768323421479, "decode.d7.loss_cls": 0.5875551208853722, "decode.d7.loss_mask": 0.6569302320480347, "decode.d7.loss_dice": 1.0012943357229234, "decode.d8.loss_cls": 0.5882056370377541, "decode.d8.loss_mask": 0.6558338046073914, "decode.d8.loss_dice": 1.0070998221635818, "time": 0.5328602313995361, "memory": 7275, "step": 120900}
{"lr": 2.8103045913185317e-06, "data_time": 0.009996914863586425, "grad_norm": 103.91305122375488, "loss": 22.208928394317628, "decode.loss_cls": 0.472151392698288, "decode.loss_mask": 0.6116426169872284, "decode.loss_dice": 0.8101488947868347, "decode.d0.loss_cls": 2.3276280522346497, "decode.d0.loss_mask": 0.716155469417572, "decode.d0.loss_dice": 1.0409833312034606, "decode.d1.loss_cls": 0.7598407953977585, "decode.d1.loss_mask": 0.6756173431873321, "decode.d1.loss_dice": 0.8935388296842575, "decode.d2.loss_cls": 0.6585539072751999, "decode.d2.loss_mask": 0.6246736913919448, "decode.d2.loss_dice": 0.8591293781995774, "decode.d3.loss_cls": 0.6597116217017174, "decode.d3.loss_mask": 0.5959574252367019, "decode.d3.loss_dice": 0.8050552010536194, "decode.d4.loss_cls": 0.5498167321085929, "decode.d4.loss_mask": 0.628094482421875, "decode.d4.loss_dice": 0.8348982989788055, "decode.d5.loss_cls": 0.5454220369458198, "decode.d5.loss_mask": 0.6175431787967682, "decode.d5.loss_dice": 0.8166543155908584, "decode.d6.loss_cls": 0.4600728124380112, "decode.d6.loss_mask": 0.6134476691484452, "decode.d6.loss_dice": 0.8206656515598297, "decode.d7.loss_cls": 0.4710283488035202, "decode.d7.loss_mask": 0.6164536595344543, "decode.d7.loss_dice": 0.8171527504920959, "decode.d8.loss_cls": 0.4514381170272827, "decode.d8.loss_mask": 0.6146307110786438, "decode.d8.loss_dice": 0.8408234059810639, "time": 0.5313584089279175, "memory": 7253, "step": 120950}
{"lr": 2.807065876678815e-06, "data_time": 0.009944939613342285, "grad_norm": 99.6273178100586, "loss": 25.44549970626831, "decode.loss_cls": 0.5713236458599568, "decode.loss_mask": 0.7067035764455796, "decode.loss_dice": 0.9169991821050644, "decode.d0.loss_cls": 2.306758940219879, "decode.d0.loss_mask": 0.8107613801956177, "decode.d0.loss_dice": 1.2012164026498795, "decode.d1.loss_cls": 1.0226359397172928, "decode.d1.loss_mask": 0.7303123652935029, "decode.d1.loss_dice": 1.0250465035438538, "decode.d2.loss_cls": 0.8546730160713196, "decode.d2.loss_mask": 0.7068270444869995, "decode.d2.loss_dice": 0.9444790482521057, "decode.d3.loss_cls": 0.7008146852254867, "decode.d3.loss_mask": 0.7257579952478409, "decode.d3.loss_dice": 0.946577587723732, "decode.d4.loss_cls": 0.6148492678999901, "decode.d4.loss_mask": 0.7486069083213807, "decode.d4.loss_dice": 0.9473469436168671, "decode.d5.loss_cls": 0.6328465640544891, "decode.d5.loss_mask": 0.7286407142877579, "decode.d5.loss_dice": 0.9537887185811996, "decode.d6.loss_cls": 0.6225653283298016, "decode.d6.loss_mask": 0.6958929002285004, "decode.d6.loss_dice": 0.896234604716301, "decode.d7.loss_cls": 0.5948698461055756, "decode.d7.loss_mask": 0.7005136698484421, "decode.d7.loss_dice": 0.9234257400035858, "decode.d8.loss_cls": 0.5935768745839596, "decode.d8.loss_mask": 0.6985212802886963, "decode.d8.loss_dice": 0.9229337304830552, "time": 0.533507251739502, "memory": 7279, "step": 121000}
{"lr": 2.8038267467925344e-06, "data_time": 0.010137033462524415, "grad_norm": 87.26006851196288, "loss": 16.84474835395813, "decode.loss_cls": 0.3084427844733, "decode.loss_mask": 0.5158908158540726, "decode.loss_dice": 0.6138267666101456, "decode.d0.loss_cls": 1.8970611095428467, "decode.d0.loss_mask": 0.6032377526164054, "decode.d0.loss_dice": 0.7130627706646919, "decode.d1.loss_cls": 0.5540339209139347, "decode.d1.loss_mask": 0.5293094515800476, "decode.d1.loss_dice": 0.6318617284297943, "decode.d2.loss_cls": 0.3953235574066639, "decode.d2.loss_mask": 0.5224645599722862, "decode.d2.loss_dice": 0.644610783457756, "decode.d3.loss_cls": 0.4135322481393814, "decode.d3.loss_mask": 0.5153585582971573, "decode.d3.loss_dice": 0.6048064768314362, "decode.d4.loss_cls": 0.39621636681258676, "decode.d4.loss_mask": 0.5069339320063591, "decode.d4.loss_dice": 0.6099500864744186, "decode.d5.loss_cls": 0.37667855955660345, "decode.d5.loss_mask": 0.5114519447088242, "decode.d5.loss_dice": 0.6122947454452514, "decode.d6.loss_cls": 0.3340995483100414, "decode.d6.loss_mask": 0.5124153897166253, "decode.d6.loss_dice": 0.6106645435094833, "decode.d7.loss_cls": 0.35485856980085373, "decode.d7.loss_mask": 0.5070178896188736, "decode.d7.loss_dice": 0.6079739987850189, "decode.d8.loss_cls": 0.31377751007676125, "decode.d8.loss_mask": 0.522869037091732, "decode.d8.loss_dice": 0.604722848534584, "time": 0.5609366178512574, "memory": 7234, "step": 121050}
{"lr": 2.8005872010732997e-06, "data_time": 0.009969377517700195, "grad_norm": 86.4599666595459, "loss": 25.002609252929688, "decode.loss_cls": 0.4431042820215225, "decode.loss_mask": 0.7623768150806427, "decode.loss_dice": 1.0475705325603486, "decode.d0.loss_cls": 1.902713406085968, "decode.d0.loss_mask": 0.8274820148944855, "decode.d0.loss_dice": 1.1564819097518921, "decode.d1.loss_cls": 0.6650816768407821, "decode.d1.loss_mask": 0.7649647295475006, "decode.d1.loss_dice": 1.1147186815738679, "decode.d2.loss_cls": 0.5755049578845501, "decode.d2.loss_mask": 0.7975669950246811, "decode.d2.loss_dice": 1.082918220758438, "decode.d3.loss_cls": 0.5613208293914795, "decode.d3.loss_mask": 0.764149335026741, "decode.d3.loss_dice": 1.0670253932476044, "decode.d4.loss_cls": 0.5134109735488892, "decode.d4.loss_mask": 0.769168558716774, "decode.d4.loss_dice": 1.0467141151428223, "decode.d5.loss_cls": 0.5046914093196392, "decode.d5.loss_mask": 0.7531666427850723, "decode.d5.loss_dice": 1.0587614536285401, "decode.d6.loss_cls": 0.4884784445166588, "decode.d6.loss_mask": 0.7455635637044906, "decode.d6.loss_dice": 1.0401310980319978, "decode.d7.loss_cls": 0.49478579834103587, "decode.d7.loss_mask": 0.7506168931722641, "decode.d7.loss_dice": 1.0567809998989106, "decode.d8.loss_cls": 0.44374100491404533, "decode.d8.loss_mask": 0.7539639979600906, "decode.d8.loss_dice": 1.0496544897556306, "time": 0.5369569063186646, "memory": 7204, "step": 121100}
{"lr": 2.7973472389331317e-06, "data_time": 0.010105299949645995, "grad_norm": 98.99256553649903, "loss": 16.701485919952393, "decode.loss_cls": 0.19347561188042164, "decode.loss_mask": 0.5818363755941391, "decode.loss_dice": 0.692643603682518, "decode.d0.loss_cls": 1.8865821003913879, "decode.d0.loss_mask": 0.6054591864347458, "decode.d0.loss_dice": 0.7846427291631699, "decode.d1.loss_cls": 0.374147567152977, "decode.d1.loss_mask": 0.561513015627861, "decode.d1.loss_dice": 0.7461272776126862, "decode.d2.loss_cls": 0.2568349875509739, "decode.d2.loss_mask": 0.5720995098352433, "decode.d2.loss_dice": 0.7033016085624695, "decode.d3.loss_cls": 0.23596141934394838, "decode.d3.loss_mask": 0.5706266745924949, "decode.d3.loss_dice": 0.6951375305652618, "decode.d4.loss_cls": 0.1864488646388054, "decode.d4.loss_mask": 0.571048566699028, "decode.d4.loss_dice": 0.7058186739683151, "decode.d5.loss_cls": 0.17800196260213852, "decode.d5.loss_mask": 0.5623655691742897, "decode.d5.loss_dice": 0.6996928960084915, "decode.d6.loss_cls": 0.17301370091736318, "decode.d6.loss_mask": 0.574987331032753, "decode.d6.loss_dice": 0.6929468929767608, "decode.d7.loss_cls": 0.16326018422842026, "decode.d7.loss_mask": 0.5726091027259826, "decode.d7.loss_dice": 0.6970412850379943, "decode.d8.loss_cls": 0.18976687341928483, "decode.d8.loss_mask": 0.5785154908895492, "decode.d8.loss_dice": 0.6955796599388122, "time": 0.5372919559478759, "memory": 7236, "step": 121150}
{"lr": 2.7941068597824616e-06, "data_time": 0.009836912155151367, "grad_norm": 89.83568954467773, "loss": 26.443869590759277, "decode.loss_cls": 0.5456569045782089, "decode.loss_mask": 0.5792393088340759, "decode.loss_dice": 1.2851567924022675, "decode.d0.loss_cls": 2.161685860157013, "decode.d0.loss_mask": 0.6365782558918, "decode.d0.loss_dice": 1.4620253682136535, "decode.d1.loss_cls": 0.7988853096961975, "decode.d1.loss_mask": 0.600879916548729, "decode.d1.loss_dice": 1.3893926560878753, "decode.d2.loss_cls": 0.6546116158366203, "decode.d2.loss_mask": 0.5854902118444443, "decode.d2.loss_dice": 1.3116676807403564, "decode.d3.loss_cls": 0.6228578209877014, "decode.d3.loss_mask": 0.573628768324852, "decode.d3.loss_dice": 1.2595969080924987, "decode.d4.loss_cls": 0.6024797037243843, "decode.d4.loss_mask": 0.5786430597305298, "decode.d4.loss_dice": 1.3248532176017762, "decode.d5.loss_cls": 0.5254289954900742, "decode.d5.loss_mask": 0.5842231333255767, "decode.d5.loss_dice": 1.2770314693450928, "decode.d6.loss_cls": 0.46850131154060365, "decode.d6.loss_mask": 0.5799640566110611, "decode.d6.loss_dice": 1.294253522157669, "decode.d7.loss_cls": 0.48948351591825484, "decode.d7.loss_mask": 0.5795463979244232, "decode.d7.loss_dice": 1.2890237390995025, "decode.d8.loss_cls": 0.5120578140020371, "decode.d8.loss_mask": 0.5736012488603592, "decode.d8.loss_dice": 1.2974249422550201, "time": 0.5344961166381836, "memory": 7194, "step": 121200}
{"lr": 2.790866063030129e-06, "data_time": 0.00973052978515625, "grad_norm": 104.5858383178711, "loss": 20.633711910247804, "decode.loss_cls": 0.3160363472998142, "decode.loss_mask": 0.6540983289480209, "decode.loss_dice": 0.8471699982881546, "decode.d0.loss_cls": 1.9437267541885377, "decode.d0.loss_mask": 0.7060605436563492, "decode.d0.loss_dice": 0.9479336053133011, "decode.d1.loss_cls": 0.5140834599733353, "decode.d1.loss_mask": 0.6453696519136429, "decode.d1.loss_dice": 0.934190234541893, "decode.d2.loss_cls": 0.4191347897052765, "decode.d2.loss_mask": 0.6642892003059387, "decode.d2.loss_dice": 0.8762968122959137, "decode.d3.loss_cls": 0.3821242466568947, "decode.d3.loss_mask": 0.6508296459913254, "decode.d3.loss_dice": 0.8696218073368073, "decode.d4.loss_cls": 0.35078340843319894, "decode.d4.loss_mask": 0.6588065177202225, "decode.d4.loss_dice": 0.866405239701271, "decode.d5.loss_cls": 0.3273733526468277, "decode.d5.loss_mask": 0.6688982039690018, "decode.d5.loss_dice": 0.8720524400472641, "decode.d6.loss_cls": 0.3141415506601334, "decode.d6.loss_mask": 0.666181817650795, "decode.d6.loss_dice": 0.8668067783117295, "decode.d7.loss_cls": 0.31070841774344443, "decode.d7.loss_mask": 0.6647031798958778, "decode.d7.loss_dice": 0.8588835716247558, "decode.d8.loss_cls": 0.3267306610941887, "decode.d8.loss_mask": 0.6559515431523323, "decode.d8.loss_dice": 0.8543205618858337, "time": 0.5654610633850098, "memory": 7218, "step": 121250}
{"lr": 2.7876248480833727e-06, "data_time": 0.009419512748718262, "grad_norm": 88.7529052734375, "loss": 16.10679018497467, "decode.loss_cls": 0.23414919432252645, "decode.loss_mask": 0.4676233559846878, "decode.loss_dice": 0.6756006564944983, "decode.d0.loss_cls": 1.8129725873470306, "decode.d0.loss_mask": 0.5110953100025654, "decode.d0.loss_dice": 0.7796398308128119, "decode.d1.loss_cls": 0.44570794999599456, "decode.d1.loss_mask": 0.4857714638113976, "decode.d1.loss_dice": 0.7098763566464186, "decode.d2.loss_cls": 0.3173347404226661, "decode.d2.loss_mask": 0.47459089905023577, "decode.d2.loss_dice": 0.6905778735876084, "decode.d3.loss_cls": 0.28667228296399117, "decode.d3.loss_mask": 0.4739397943019867, "decode.d3.loss_dice": 0.6657659571617842, "decode.d4.loss_cls": 0.3074969885870814, "decode.d4.loss_mask": 0.46609608456492424, "decode.d4.loss_dice": 0.661591499298811, "decode.d5.loss_cls": 0.3007809126749635, "decode.d5.loss_mask": 0.4710442125797272, "decode.d5.loss_dice": 0.6628309309482574, "decode.d6.loss_cls": 0.29256497267633674, "decode.d6.loss_mask": 0.46470441222190856, "decode.d6.loss_dice": 0.6546462468802929, "decode.d7.loss_cls": 0.29532638341188433, "decode.d7.loss_mask": 0.46262927651405333, "decode.d7.loss_dice": 0.655829357355833, "decode.d8.loss_cls": 0.23822226151823997, "decode.d8.loss_mask": 0.466921466588974, "decode.d8.loss_dice": 0.6747868552803993, "time": 0.5607126712799072, "memory": 7274, "step": 121300}
{"lr": 2.784383214347821e-06, "data_time": 0.009616923332214356, "grad_norm": 85.49316940307617, "loss": 23.01522159576416, "decode.loss_cls": 0.43721266835927963, "decode.loss_mask": 0.6656031280755996, "decode.loss_dice": 0.9426198124885559, "decode.d0.loss_cls": 2.1350681662559508, "decode.d0.loss_mask": 0.7175420492887497, "decode.d0.loss_dice": 1.0682566165924072, "decode.d1.loss_cls": 0.6418466448783875, "decode.d1.loss_mask": 0.673742949962616, "decode.d1.loss_dice": 0.9725698947906494, "decode.d2.loss_cls": 0.5624927982687951, "decode.d2.loss_mask": 0.672782588005066, "decode.d2.loss_dice": 0.9865594983100892, "decode.d3.loss_cls": 0.5882394805550575, "decode.d3.loss_mask": 0.6677404165267944, "decode.d3.loss_dice": 0.9184746086597443, "decode.d4.loss_cls": 0.5012812212109565, "decode.d4.loss_mask": 0.6760074645280838, "decode.d4.loss_dice": 0.9586558640003204, "decode.d5.loss_cls": 0.4812612637877464, "decode.d5.loss_mask": 0.66031454205513, "decode.d5.loss_dice": 0.9390934467315674, "decode.d6.loss_cls": 0.4577662207186222, "decode.d6.loss_mask": 0.6601159662008286, "decode.d6.loss_dice": 0.9258747518062591, "decode.d7.loss_cls": 0.43763862624764444, "decode.d7.loss_mask": 0.6671923965215683, "decode.d7.loss_dice": 0.9385320782661438, "decode.d8.loss_cls": 0.4450717456638813, "decode.d8.loss_mask": 0.6684652596712113, "decode.d8.loss_dice": 0.9471992194652558, "time": 0.5344082355499268, "memory": 7206, "step": 121350}
{"lr": 2.781141161227487e-06, "data_time": 0.009508919715881348, "grad_norm": 77.966060256958, "loss": 20.166285037994385, "decode.loss_cls": 0.3328958507627249, "decode.loss_mask": 0.42905438542366026, "decode.loss_dice": 1.008699783682823, "decode.d0.loss_cls": 1.860643243789673, "decode.d0.loss_mask": 0.5092606276273728, "decode.d0.loss_dice": 1.135109969973564, "decode.d1.loss_cls": 0.5306707873940468, "decode.d1.loss_mask": 0.45902778804302213, "decode.d1.loss_dice": 1.0099066823720932, "decode.d2.loss_cls": 0.4728179968893528, "decode.d2.loss_mask": 0.4393655091524124, "decode.d2.loss_dice": 1.0352050572633744, "decode.d3.loss_cls": 0.4634775407612324, "decode.d3.loss_mask": 0.4337749361991882, "decode.d3.loss_dice": 0.9995027422904968, "decode.d4.loss_cls": 0.4045486856251955, "decode.d4.loss_mask": 0.43249926567077634, "decode.d4.loss_dice": 1.0320743203163147, "decode.d5.loss_cls": 0.3910029333084822, "decode.d5.loss_mask": 0.42913970947265623, "decode.d5.loss_dice": 1.02524576485157, "decode.d6.loss_cls": 0.34461420178413393, "decode.d6.loss_mask": 0.42503289580345155, "decode.d6.loss_dice": 0.9842649400234222, "decode.d7.loss_cls": 0.3840078193694353, "decode.d7.loss_mask": 0.4250177413225174, "decode.d7.loss_dice": 0.9983129739761353, "decode.d8.loss_cls": 0.3594375759363174, "decode.d8.loss_mask": 0.4295907258987427, "decode.d8.loss_dice": 0.9820829212665558, "time": 0.5342036247253418, "memory": 7217, "step": 121400}
{"lr": 2.7778986881247625e-06, "data_time": 0.009571480751037597, "grad_norm": 87.37992210388184, "loss": 18.101727294921876, "decode.loss_cls": 0.2289979986846447, "decode.loss_mask": 0.5344949945807457, "decode.loss_dice": 0.720769178122282, "decode.d0.loss_cls": 1.8091543197631836, "decode.d0.loss_mask": 0.5989240117371082, "decode.d0.loss_dice": 0.8668032914400101, "decode.d1.loss_cls": 0.502351650595665, "decode.d1.loss_mask": 0.5659157544374466, "decode.d1.loss_dice": 0.7994027964770793, "decode.d2.loss_cls": 0.46582375317811964, "decode.d2.loss_mask": 0.543627993017435, "decode.d2.loss_dice": 0.7828688114881516, "decode.d3.loss_cls": 0.4248281389474869, "decode.d3.loss_mask": 0.5524815805256367, "decode.d3.loss_dice": 0.7621157139539718, "decode.d4.loss_cls": 0.3957017682492733, "decode.d4.loss_mask": 0.5549652621150016, "decode.d4.loss_dice": 0.7339036434888839, "decode.d5.loss_cls": 0.3824844315648079, "decode.d5.loss_mask": 0.5253142513334751, "decode.d5.loss_dice": 0.7151948265731335, "decode.d6.loss_cls": 0.34636077135801313, "decode.d6.loss_mask": 0.5200092606246471, "decode.d6.loss_dice": 0.7245340645313263, "decode.d7.loss_cls": 0.29328025653958323, "decode.d7.loss_mask": 0.513201804459095, "decode.d7.loss_dice": 0.7183010280132294, "decode.d8.loss_cls": 0.26363556981086733, "decode.d8.loss_mask": 0.5321172989904881, "decode.d8.loss_dice": 0.7241622753441334, "time": 0.5321349620819091, "memory": 7198, "step": 121450}
{"lr": 2.7746557944404087e-06, "data_time": 0.009617352485656738, "grad_norm": 90.5232162475586, "loss": 21.95800848007202, "decode.loss_cls": 0.3062809452414513, "decode.loss_mask": 0.6418449580669403, "decode.loss_dice": 0.9500241488218307, "decode.d0.loss_cls": 2.170378303527832, "decode.d0.loss_mask": 0.7008490532636642, "decode.d0.loss_dice": 1.0653483152389527, "decode.d1.loss_cls": 0.6048621729016304, "decode.d1.loss_mask": 0.6773669928312301, "decode.d1.loss_dice": 1.0094858765602113, "decode.d2.loss_cls": 0.4776481971144676, "decode.d2.loss_mask": 0.6637691199779511, "decode.d2.loss_dice": 0.9825305789709091, "decode.d3.loss_cls": 0.39758584201335906, "decode.d3.loss_mask": 0.6512233167886734, "decode.d3.loss_dice": 0.9452085673809052, "decode.d4.loss_cls": 0.3731029286980629, "decode.d4.loss_mask": 0.651400288939476, "decode.d4.loss_dice": 0.9622974961996078, "decode.d5.loss_cls": 0.3744306907057762, "decode.d5.loss_mask": 0.6528261244297028, "decode.d5.loss_dice": 0.9487342149019241, "decode.d6.loss_cls": 0.3109016388654709, "decode.d6.loss_mask": 0.6553817003965378, "decode.d6.loss_dice": 0.9620972812175751, "decode.d7.loss_cls": 0.3177056320011616, "decode.d7.loss_mask": 0.6463789880275727, "decode.d7.loss_dice": 0.9532054603099823, "decode.d8.loss_cls": 0.3150734849274158, "decode.d8.loss_mask": 0.6349151968955994, "decode.d8.loss_dice": 0.9551509559154511, "time": 0.5339067220687866, "memory": 7275, "step": 121500}
{"lr": 2.7714124795735594e-06, "data_time": 0.010149717330932617, "grad_norm": 98.15452651977539, "loss": 21.286222076416017, "decode.loss_cls": 0.5132710006088018, "decode.loss_mask": 0.6443246513605118, "decode.loss_dice": 0.6928688704967498, "decode.d0.loss_cls": 2.0434857487678526, "decode.d0.loss_mask": 0.7360225409269333, "decode.d0.loss_dice": 0.8451160550117492, "decode.d1.loss_cls": 0.6860567927360535, "decode.d1.loss_mask": 0.7125252217054368, "decode.d1.loss_dice": 0.7701581299304963, "decode.d2.loss_cls": 0.6487576879560948, "decode.d2.loss_mask": 0.705526527762413, "decode.d2.loss_dice": 0.7383999645709991, "decode.d3.loss_cls": 0.6503522645682096, "decode.d3.loss_mask": 0.6689834535121918, "decode.d3.loss_dice": 0.695053318142891, "decode.d4.loss_cls": 0.6071655422449111, "decode.d4.loss_mask": 0.6775051385164261, "decode.d4.loss_dice": 0.681849816441536, "decode.d5.loss_cls": 0.5660512452945113, "decode.d5.loss_mask": 0.6543522834777832, "decode.d5.loss_dice": 0.7089459389448166, "decode.d6.loss_cls": 0.5506546206772327, "decode.d6.loss_mask": 0.678415247797966, "decode.d6.loss_dice": 0.7072406560182571, "decode.d7.loss_cls": 0.5285246267914772, "decode.d7.loss_mask": 0.6524871796369552, "decode.d7.loss_dice": 0.6874436914920807, "decode.d8.loss_cls": 0.5198791194707155, "decode.d8.loss_mask": 0.6512121528387069, "decode.d8.loss_dice": 0.6635932415723801, "time": 0.5325931787490845, "memory": 7229, "step": 121550}
{"lr": 2.7681687429217e-06, "data_time": 0.010071492195129395, "grad_norm": 84.80959243774414, "loss": 23.339967918395995, "decode.loss_cls": 0.43729477301239966, "decode.loss_mask": 0.6822467252612114, "decode.loss_dice": 0.9264956146478653, "decode.d0.loss_cls": 2.1244068503379823, "decode.d0.loss_mask": 0.7945786386728286, "decode.d0.loss_dice": 1.149306046962738, "decode.d1.loss_cls": 0.7473711758852005, "decode.d1.loss_mask": 0.7198759898543358, "decode.d1.loss_dice": 0.9827356725931168, "decode.d2.loss_cls": 0.5436631828546524, "decode.d2.loss_mask": 0.7143045514822006, "decode.d2.loss_dice": 0.9407389461994171, "decode.d3.loss_cls": 0.5346157789230347, "decode.d3.loss_mask": 0.7006863564252853, "decode.d3.loss_dice": 0.9263141453266144, "decode.d4.loss_cls": 0.4610783696174622, "decode.d4.loss_mask": 0.7059148252010345, "decode.d4.loss_dice": 0.9432458877563477, "decode.d5.loss_cls": 0.48482586443424225, "decode.d5.loss_mask": 0.7019687965512276, "decode.d5.loss_dice": 0.9084530770778656, "decode.d6.loss_cls": 0.46597137451171877, "decode.d6.loss_mask": 0.7018578439950943, "decode.d6.loss_dice": 0.9321174323558807, "decode.d7.loss_cls": 0.43666858077049253, "decode.d7.loss_mask": 0.7077162191271782, "decode.d7.loss_dice": 0.9168572187423706, "decode.d8.loss_cls": 0.4392618343234062, "decode.d8.loss_mask": 0.6859973073005676, "decode.d8.loss_dice": 0.9233988136053085, "time": 0.5354992628097535, "memory": 7233, "step": 121600}
{"lr": 2.7649245838806723e-06, "data_time": 0.009922480583190918, "grad_norm": 87.98041534423828, "loss": 22.317818212509156, "decode.loss_cls": 0.5264461722224951, "decode.loss_mask": 0.47966359555721283, "decode.loss_dice": 1.0193710952997208, "decode.d0.loss_cls": 2.0283021867275237, "decode.d0.loss_mask": 0.49545017182826995, "decode.d0.loss_dice": 1.1463712394237517, "decode.d1.loss_cls": 0.6675164893269538, "decode.d1.loss_mask": 0.4905308932065964, "decode.d1.loss_dice": 1.0728079587221147, "decode.d2.loss_cls": 0.5961812522262335, "decode.d2.loss_mask": 0.4763502210378647, "decode.d2.loss_dice": 1.0322443574666977, "decode.d3.loss_cls": 0.5868291683495045, "decode.d3.loss_mask": 0.475175154209137, "decode.d3.loss_dice": 1.0264522284269333, "decode.d4.loss_cls": 0.5693512242287397, "decode.d4.loss_mask": 0.4770644634962082, "decode.d4.loss_dice": 1.0194114178419114, "decode.d5.loss_cls": 0.6048355791717768, "decode.d5.loss_mask": 0.4757950514554977, "decode.d5.loss_dice": 0.9937552869319916, "decode.d6.loss_cls": 0.5395132075995207, "decode.d6.loss_mask": 0.47598786652088165, "decode.d6.loss_dice": 1.0082509458065032, "decode.d7.loss_cls": 0.5435618005692959, "decode.d7.loss_mask": 0.4753415584564209, "decode.d7.loss_dice": 0.9932395070791245, "decode.d8.loss_cls": 0.529852495342493, "decode.d8.loss_mask": 0.4766407132148743, "decode.d8.loss_dice": 1.015524896979332, "time": 0.5334486246109009, "memory": 7248, "step": 121650}
{"lr": 2.7616800018446667e-06, "data_time": 0.010021781921386719, "grad_norm": 80.82236061096191, "loss": 21.63180799484253, "decode.loss_cls": 0.4278553584590554, "decode.loss_mask": 0.5439528822898865, "decode.loss_dice": 0.9205230593681335, "decode.d0.loss_cls": 2.0696205854415894, "decode.d0.loss_mask": 0.6495415210723877, "decode.d0.loss_dice": 1.0880335479974748, "decode.d1.loss_cls": 0.5770625323057175, "decode.d1.loss_mask": 0.6008551448583603, "decode.d1.loss_dice": 0.9965277254581452, "decode.d2.loss_cls": 0.5810117851942778, "decode.d2.loss_mask": 0.550623930990696, "decode.d2.loss_dice": 0.9234862715005875, "decode.d3.loss_cls": 0.6173048362135887, "decode.d3.loss_mask": 0.5375959157943726, "decode.d3.loss_dice": 0.8966059267520905, "decode.d4.loss_cls": 0.5262314381077886, "decode.d4.loss_mask": 0.5394336923956871, "decode.d4.loss_dice": 0.9148891746997834, "decode.d5.loss_cls": 0.4968796506524086, "decode.d5.loss_mask": 0.5342392280697823, "decode.d5.loss_dice": 0.8990728378295898, "decode.d6.loss_cls": 0.4350193815305829, "decode.d6.loss_mask": 0.5309186697006225, "decode.d6.loss_dice": 0.9117439806461334, "decode.d7.loss_cls": 0.4993584221228957, "decode.d7.loss_mask": 0.5307597711682319, "decode.d7.loss_dice": 0.8950223594903945, "decode.d8.loss_cls": 0.5068695485591889, "decode.d8.loss_mask": 0.5381395205855369, "decode.d8.loss_dice": 0.892628651857376, "time": 0.5337481021881103, "memory": 7229, "step": 121700}
{"lr": 2.7584349962062055e-06, "data_time": 0.009841585159301757, "grad_norm": 87.99895706176758, "loss": 22.045929145812988, "decode.loss_cls": 0.4071987420320511, "decode.loss_mask": 0.47016014605760575, "decode.loss_dice": 0.9882467985153198, "decode.d0.loss_cls": 2.133111262321472, "decode.d0.loss_mask": 0.585112652182579, "decode.d0.loss_dice": 1.194028627872467, "decode.d1.loss_cls": 0.6593101099133492, "decode.d1.loss_mask": 0.5023901730775833, "decode.d1.loss_dice": 1.1237469911575317, "decode.d2.loss_cls": 0.534353406727314, "decode.d2.loss_mask": 0.506887087225914, "decode.d2.loss_dice": 1.0987013787031175, "decode.d3.loss_cls": 0.5172394663095474, "decode.d3.loss_mask": 0.4873238980770111, "decode.d3.loss_dice": 1.0179574251174928, "decode.d4.loss_cls": 0.46728469207882883, "decode.d4.loss_mask": 0.4970744729042053, "decode.d4.loss_dice": 1.0370605409145355, "decode.d5.loss_cls": 0.42616910114884377, "decode.d5.loss_mask": 0.4906606003642082, "decode.d5.loss_dice": 1.0533542454242706, "decode.d6.loss_cls": 0.44214045330882074, "decode.d6.loss_mask": 0.48492767810821535, "decode.d6.loss_dice": 1.027421662211418, "decode.d7.loss_cls": 0.4598626635968685, "decode.d7.loss_mask": 0.47472456395626067, "decode.d7.loss_dice": 1.0142422378063203, "decode.d8.loss_cls": 0.4114069931209087, "decode.d8.loss_mask": 0.4774390488862991, "decode.d8.loss_dice": 1.056393277645111, "time": 0.5338353395462037, "memory": 7200, "step": 121750}
{"lr": 2.7551895663561485e-06, "data_time": 0.009552216529846192, "grad_norm": 84.4088062286377, "loss": 20.581828117370605, "decode.loss_cls": 0.45635645687580106, "decode.loss_mask": 0.5736499279737473, "decode.loss_dice": 0.7941857099533081, "decode.d0.loss_cls": 1.8612215042114257, "decode.d0.loss_mask": 0.6535460978746415, "decode.d0.loss_dice": 0.9516985476016998, "decode.d1.loss_cls": 0.6421281129121781, "decode.d1.loss_mask": 0.6072808027267456, "decode.d1.loss_dice": 0.8894381403923035, "decode.d2.loss_cls": 0.5029892176389694, "decode.d2.loss_mask": 0.5993571013212204, "decode.d2.loss_dice": 0.8668728768825531, "decode.d3.loss_cls": 0.415997277200222, "decode.d3.loss_mask": 0.5993468701839447, "decode.d3.loss_dice": 0.8706493616104126, "decode.d4.loss_cls": 0.47312790602445604, "decode.d4.loss_mask": 0.5825578182935714, "decode.d4.loss_dice": 0.8498093068599701, "decode.d5.loss_cls": 0.4380228966474533, "decode.d5.loss_mask": 0.5797491699457169, "decode.d5.loss_dice": 0.8190440237522125, "decode.d6.loss_cls": 0.5247085303068161, "decode.d6.loss_mask": 0.5757122069597245, "decode.d6.loss_dice": 0.8028018236160278, "decode.d7.loss_cls": 0.4525070607662201, "decode.d7.loss_mask": 0.5792622268199921, "decode.d7.loss_dice": 0.8059040695428848, "decode.d8.loss_cls": 0.46121626496315005, "decode.d8.loss_mask": 0.5754275888204574, "decode.d8.loss_dice": 0.7772589713335037, "time": 0.5310062170028687, "memory": 7190, "step": 121800}
{"lr": 2.751943711683679e-06, "data_time": 0.009370160102844239, "grad_norm": 87.47603950500488, "loss": 20.022473335266113, "decode.loss_cls": 0.39353095293045043, "decode.loss_mask": 0.5136875182390213, "decode.loss_dice": 0.8490850120782852, "decode.d0.loss_cls": 1.9104855060577393, "decode.d0.loss_mask": 0.6033493116497993, "decode.d0.loss_dice": 0.9604584872722626, "decode.d1.loss_cls": 0.6342385470867157, "decode.d1.loss_mask": 0.563918736577034, "decode.d1.loss_dice": 0.9030016243457795, "decode.d2.loss_cls": 0.5545095600187778, "decode.d2.loss_mask": 0.5446085214614869, "decode.d2.loss_dice": 0.8714438796043396, "decode.d3.loss_cls": 0.43905806690454485, "decode.d3.loss_mask": 0.5274310111999512, "decode.d3.loss_dice": 0.854060736298561, "decode.d4.loss_cls": 0.4053954020142555, "decode.d4.loss_mask": 0.5237405151128769, "decode.d4.loss_dice": 0.857788759469986, "decode.d5.loss_cls": 0.39658088311553, "decode.d5.loss_mask": 0.5317945286631585, "decode.d5.loss_dice": 0.8505175173282623, "decode.d6.loss_cls": 0.4003752119839191, "decode.d6.loss_mask": 0.5197621792554855, "decode.d6.loss_dice": 0.8430151969194413, "decode.d7.loss_cls": 0.42847694605588915, "decode.d7.loss_mask": 0.5252150863409042, "decode.d7.loss_dice": 0.8366112023591995, "decode.d8.loss_cls": 0.4419052883982658, "decode.d8.loss_mask": 0.5085036173462868, "decode.d8.loss_dice": 0.8299241691827774, "time": 0.5837301254272461, "memory": 7207, "step": 121850}
{"lr": 2.7486974315763015e-06, "data_time": 0.00927748680114746, "grad_norm": 67.69916877746581, "loss": 23.780559158325197, "decode.loss_cls": 0.2982284493744373, "decode.loss_mask": 0.7582209974527359, "decode.loss_dice": 1.0509497761726379, "decode.d0.loss_cls": 2.067106467485428, "decode.d0.loss_mask": 0.7885573208332062, "decode.d0.loss_dice": 1.135505884885788, "decode.d1.loss_cls": 0.5559922486543656, "decode.d1.loss_mask": 0.7866034984588623, "decode.d1.loss_dice": 1.1109241902828217, "decode.d2.loss_cls": 0.44163867458701134, "decode.d2.loss_mask": 0.7623911440372467, "decode.d2.loss_dice": 1.0697809100151061, "decode.d3.loss_cls": 0.35670546516776086, "decode.d3.loss_mask": 0.7598462611436844, "decode.d3.loss_dice": 1.0531727373600006, "decode.d4.loss_cls": 0.33770784363150597, "decode.d4.loss_mask": 0.7652771204710007, "decode.d4.loss_dice": 1.070552158355713, "decode.d5.loss_cls": 0.31275749653577806, "decode.d5.loss_mask": 0.7688738733530045, "decode.d5.loss_dice": 1.0765012860298158, "decode.d6.loss_cls": 0.29418411627411845, "decode.d6.loss_mask": 0.7817056566476822, "decode.d6.loss_dice": 1.0770508885383605, "decode.d7.loss_cls": 0.28593984358012675, "decode.d7.loss_mask": 0.7772187113761901, "decode.d7.loss_dice": 1.0786832690238952, "decode.d8.loss_cls": 0.3121325056999922, "decode.d8.loss_mask": 0.7749456882476806, "decode.d8.loss_dice": 1.0714049935340881, "time": 0.5601138830184936, "memory": 7244, "step": 121900}
{"lr": 2.7454507254198273e-06, "data_time": 0.009505271911621094, "grad_norm": 81.7098258972168, "loss": 21.68321011066437, "decode.loss_cls": 0.43645454086363317, "decode.loss_mask": 0.6159786462783814, "decode.loss_dice": 0.8748563624918461, "decode.d0.loss_cls": 1.9219281792640686, "decode.d0.loss_mask": 0.7221947327256203, "decode.d0.loss_dice": 0.9848063677549362, "decode.d1.loss_cls": 0.6467544697225094, "decode.d1.loss_mask": 0.6388778179883957, "decode.d1.loss_dice": 0.9017945244908333, "decode.d2.loss_cls": 0.6480135440826416, "decode.d2.loss_mask": 0.6249629579484463, "decode.d2.loss_dice": 0.8714889734983444, "decode.d3.loss_cls": 0.5389391481876373, "decode.d3.loss_mask": 0.6224989347159863, "decode.d3.loss_dice": 0.8780595704913139, "decode.d4.loss_cls": 0.5201643388718367, "decode.d4.loss_mask": 0.629030205309391, "decode.d4.loss_dice": 0.8764351721853018, "decode.d5.loss_cls": 0.4772948641330004, "decode.d5.loss_mask": 0.6286077067255974, "decode.d5.loss_dice": 0.8762439619749784, "decode.d6.loss_cls": 0.39586717933416365, "decode.d6.loss_mask": 0.622996062040329, "decode.d6.loss_dice": 0.8909146577119827, "decode.d7.loss_cls": 0.4655012749135494, "decode.d7.loss_mask": 0.6171812936663628, "decode.d7.loss_dice": 0.8650469176471234, "decode.d8.loss_cls": 0.38776095062494276, "decode.d8.loss_mask": 0.6187108337879181, "decode.d8.loss_dice": 0.8838465422391891, "time": 0.5338550329208374, "memory": 7226, "step": 121950}
{"lr": 2.7422035925983755e-06, "data_time": 0.009395885467529296, "grad_norm": 87.36943283081055, "loss": 20.89159049987793, "decode.loss_cls": 0.4144504673779011, "decode.loss_mask": 0.6058169394731522, "decode.loss_dice": 0.8117867946624756, "decode.d0.loss_cls": 1.8599828600883483, "decode.d0.loss_mask": 0.765942507982254, "decode.d0.loss_dice": 1.0255095779895782, "decode.d1.loss_cls": 0.6229728549718857, "decode.d1.loss_mask": 0.6489489704370499, "decode.d1.loss_dice": 0.8843518972396851, "decode.d2.loss_cls": 0.5103280715644359, "decode.d2.loss_mask": 0.6307093739509583, "decode.d2.loss_dice": 0.829173544049263, "decode.d3.loss_cls": 0.46789817363023756, "decode.d3.loss_mask": 0.6320765614509583, "decode.d3.loss_dice": 0.8214752972126007, "decode.d4.loss_cls": 0.4554599620401859, "decode.d4.loss_mask": 0.6326141119003296, "decode.d4.loss_dice": 0.8210675597190857, "decode.d5.loss_cls": 0.417447117716074, "decode.d5.loss_mask": 0.639462685585022, "decode.d5.loss_dice": 0.8142022550106048, "decode.d6.loss_cls": 0.4189935579895973, "decode.d6.loss_mask": 0.6240792274475098, "decode.d6.loss_dice": 0.8284741640090942, "decode.d7.loss_cls": 0.4320036076009274, "decode.d7.loss_mask": 0.6088758945465088, "decode.d7.loss_dice": 0.8090746641159058, "decode.d8.loss_cls": 0.4339639477431774, "decode.d8.loss_mask": 0.6065462738275528, "decode.d8.loss_dice": 0.8179022818803787, "time": 0.5332594871520996, "memory": 7224, "step": 122000}
{"lr": 2.7389560324943684e-06, "data_time": 0.009433412551879882, "grad_norm": 90.02460861206055, "loss": 22.268801641464233, "decode.loss_cls": 0.40646560937166215, "decode.loss_mask": 0.6829148396849632, "decode.loss_dice": 0.8719980001449585, "decode.d0.loss_cls": 2.1307601034641266, "decode.d0.loss_mask": 0.7819054394960403, "decode.d0.loss_dice": 1.1011990949511528, "decode.d1.loss_cls": 0.5657291762530804, "decode.d1.loss_mask": 0.7358491167426109, "decode.d1.loss_dice": 0.9645662054419517, "decode.d2.loss_cls": 0.4529744189232588, "decode.d2.loss_mask": 0.7189524605870247, "decode.d2.loss_dice": 0.9209102615714073, "decode.d3.loss_cls": 0.5000928916037083, "decode.d3.loss_mask": 0.6814926460385322, "decode.d3.loss_dice": 0.8954860672354699, "decode.d4.loss_cls": 0.4080153625458479, "decode.d4.loss_mask": 0.6873976036906242, "decode.d4.loss_dice": 0.8908850014209747, "decode.d5.loss_cls": 0.44339587800204755, "decode.d5.loss_mask": 0.6732294037938118, "decode.d5.loss_dice": 0.8604202665388584, "decode.d6.loss_cls": 0.43791620768606665, "decode.d6.loss_mask": 0.672548295557499, "decode.d6.loss_dice": 0.8680033043026925, "decode.d7.loss_cls": 0.42186348177492616, "decode.d7.loss_mask": 0.6778966262936592, "decode.d7.loss_dice": 0.8678325593471528, "decode.d8.loss_cls": 0.36051070839166643, "decode.d8.loss_mask": 0.7051895946264267, "decode.d8.loss_dice": 0.8824004411697388, "time": 0.5324242353439331, "memory": 7200, "step": 122050}
{"lr": 2.7357080444885113e-06, "data_time": 0.00945894718170166, "grad_norm": 96.68908157348633, "loss": 17.933860778808594, "decode.loss_cls": 0.2591205630451441, "decode.loss_mask": 0.5307677119970322, "decode.loss_dice": 0.7037796691060066, "decode.d0.loss_cls": 1.9572672903537751, "decode.d0.loss_mask": 0.5879707038402557, "decode.d0.loss_dice": 0.8660066351294518, "decode.d1.loss_cls": 0.5004365794360638, "decode.d1.loss_mask": 0.5694207489490509, "decode.d1.loss_dice": 0.8067307353019715, "decode.d2.loss_cls": 0.44901249185204506, "decode.d2.loss_mask": 0.5493602007627487, "decode.d2.loss_dice": 0.7570534825325013, "decode.d3.loss_cls": 0.35401172563433647, "decode.d3.loss_mask": 0.561091211438179, "decode.d3.loss_dice": 0.7270249828696251, "decode.d4.loss_cls": 0.32104294188320637, "decode.d4.loss_mask": 0.5373155817389488, "decode.d4.loss_dice": 0.7167253732681275, "decode.d5.loss_cls": 0.2616527367383242, "decode.d5.loss_mask": 0.5632657960057259, "decode.d5.loss_dice": 0.7465783283114433, "decode.d6.loss_cls": 0.2540062744170427, "decode.d6.loss_mask": 0.5635998487472534, "decode.d6.loss_dice": 0.7363681748509407, "decode.d7.loss_cls": 0.24213865213096142, "decode.d7.loss_mask": 0.556986078619957, "decode.d7.loss_dice": 0.7253827050328254, "decode.d8.loss_cls": 0.2297082744538784, "decode.d8.loss_mask": 0.5672230333089828, "decode.d8.loss_dice": 0.7328118160367012, "time": 0.536094069480896, "memory": 7189, "step": 122100}
{"lr": 2.7324596279597966e-06, "data_time": 0.009466099739074706, "grad_norm": 93.41175384521485, "loss": 26.099643993377686, "decode.loss_cls": 0.6440539628267288, "decode.loss_mask": 0.6672133445739746, "decode.loss_dice": 1.013429942727089, "decode.d0.loss_cls": 2.1435756623744964, "decode.d0.loss_mask": 0.7465190201997757, "decode.d0.loss_dice": 1.244514173269272, "decode.d1.loss_cls": 0.9182595163583755, "decode.d1.loss_mask": 0.6963917344808579, "decode.d1.loss_dice": 1.0846522331237793, "decode.d2.loss_cls": 0.796465665102005, "decode.d2.loss_mask": 0.6775044023990631, "decode.d2.loss_dice": 1.0610845565795899, "decode.d3.loss_cls": 0.8190331876277923, "decode.d3.loss_mask": 0.6704970985651016, "decode.d3.loss_dice": 1.019892045855522, "decode.d4.loss_cls": 0.7427418187260628, "decode.d4.loss_mask": 0.670558625459671, "decode.d4.loss_dice": 1.0036107361316682, "decode.d5.loss_cls": 0.7786545306444168, "decode.d5.loss_mask": 0.667964506149292, "decode.d5.loss_dice": 0.9911016672849655, "decode.d6.loss_cls": 0.7368106290698051, "decode.d6.loss_mask": 0.6677218198776245, "decode.d6.loss_dice": 1.0007445394992829, "decode.d7.loss_cls": 0.712262612581253, "decode.d7.loss_mask": 0.6571933418512345, "decode.d7.loss_dice": 0.9617294639348983, "decode.d8.loss_cls": 0.666617389023304, "decode.d8.loss_mask": 0.6552821427583695, "decode.d8.loss_dice": 0.9835639953613281, "time": 0.5373415231704712, "memory": 7195, "step": 122150}
{"lr": 2.7292107822854963e-06, "data_time": 0.009539508819580078, "grad_norm": 93.75301322937011, "loss": 24.04941325187683, "decode.loss_cls": 0.5053461937233805, "decode.loss_mask": 0.6677952498197556, "decode.loss_dice": 1.0103158518671989, "decode.d0.loss_cls": 1.8209323763847352, "decode.d0.loss_mask": 0.7617547884583473, "decode.d0.loss_dice": 1.2187341630458832, "decode.d1.loss_cls": 0.6007139325141907, "decode.d1.loss_mask": 0.722336582839489, "decode.d1.loss_dice": 1.108505940437317, "decode.d2.loss_cls": 0.6159663235768675, "decode.d2.loss_mask": 0.6702535852789879, "decode.d2.loss_dice": 1.0843274116516113, "decode.d3.loss_cls": 0.5186422383412719, "decode.d3.loss_mask": 0.6886212527751923, "decode.d3.loss_dice": 1.0196215763688088, "decode.d4.loss_cls": 0.5204407846555114, "decode.d4.loss_mask": 0.6865830063819885, "decode.d4.loss_dice": 1.0227327555418015, "decode.d5.loss_cls": 0.5269733699038625, "decode.d5.loss_mask": 0.6667367547750473, "decode.d5.loss_dice": 1.0118438094854354, "decode.d6.loss_cls": 0.5301671454682946, "decode.d6.loss_mask": 0.659419709444046, "decode.d6.loss_dice": 1.0053927168250083, "decode.d7.loss_cls": 0.5446550076827407, "decode.d7.loss_mask": 0.6523268386721611, "decode.d7.loss_dice": 0.9948077276349068, "decode.d8.loss_cls": 0.5307193731889128, "decode.d8.loss_mask": 0.6650938585400581, "decode.d8.loss_dice": 1.0176527887582778, "time": 0.5322566270828247, "memory": 7234, "step": 122200}
{"lr": 2.7259615068411488e-06, "data_time": 0.009514069557189942, "grad_norm": 90.95971755981445, "loss": 20.15422043800354, "decode.loss_cls": 0.3860572142526507, "decode.loss_mask": 0.5850127905607223, "decode.loss_dice": 0.8409069657325745, "decode.d0.loss_cls": 1.9931396842002869, "decode.d0.loss_mask": 0.6196691393852234, "decode.d0.loss_dice": 0.8745614737272263, "decode.d1.loss_cls": 0.4798105381429195, "decode.d1.loss_mask": 0.5843615293502807, "decode.d1.loss_dice": 0.8344097405672073, "decode.d2.loss_cls": 0.4841783456504345, "decode.d2.loss_mask": 0.5721048325300216, "decode.d2.loss_dice": 0.799175800383091, "decode.d3.loss_cls": 0.5233354639261961, "decode.d3.loss_mask": 0.5816868573427201, "decode.d3.loss_dice": 0.8048344388604164, "decode.d4.loss_cls": 0.5410213988274336, "decode.d4.loss_mask": 0.5785541504621505, "decode.d4.loss_dice": 0.7976321443915367, "decode.d5.loss_cls": 0.44700822904706, "decode.d5.loss_mask": 0.5878857284784317, "decode.d5.loss_dice": 0.8067370802164078, "decode.d6.loss_cls": 0.4311309926211834, "decode.d6.loss_mask": 0.5911585971713066, "decode.d6.loss_dice": 0.8002842366695404, "decode.d7.loss_cls": 0.42120721489191054, "decode.d7.loss_mask": 0.5878064781427383, "decode.d7.loss_dice": 0.8066240951418877, "decode.d8.loss_cls": 0.4002424133941531, "decode.d8.loss_mask": 0.5818329289555549, "decode.d8.loss_dice": 0.8118491187691689, "time": 0.5596092939376831, "memory": 7233, "step": 122250}
{"lr": 2.7227118010005583e-06, "data_time": 0.00946652889251709, "grad_norm": 81.27573928833007, "loss": 23.482416439056397, "decode.loss_cls": 0.39152526780962943, "decode.loss_mask": 0.6363417595624924, "decode.loss_dice": 1.0756566613912582, "decode.d0.loss_cls": 2.032752752304077, "decode.d0.loss_mask": 0.7017019331455231, "decode.d0.loss_dice": 1.2617837607860565, "decode.d1.loss_cls": 0.5632703699171543, "decode.d1.loss_mask": 0.6697822585701942, "decode.d1.loss_dice": 1.1960016936063766, "decode.d2.loss_cls": 0.46043168678879737, "decode.d2.loss_mask": 0.6532578796148301, "decode.d2.loss_dice": 1.1453680098056793, "decode.d3.loss_cls": 0.43845492154359816, "decode.d3.loss_mask": 0.6230113655328751, "decode.d3.loss_dice": 1.0808653473854064, "decode.d4.loss_cls": 0.43326329439878464, "decode.d4.loss_mask": 0.6242220893502235, "decode.d4.loss_dice": 1.0866454005241395, "decode.d5.loss_cls": 0.41328140497207644, "decode.d5.loss_mask": 0.631186231970787, "decode.d5.loss_dice": 1.0963557720184327, "decode.d6.loss_cls": 0.3429267108440399, "decode.d6.loss_mask": 0.6399568662047386, "decode.d6.loss_dice": 1.098793202638626, "decode.d7.loss_cls": 0.3511553525924683, "decode.d7.loss_mask": 0.6355339512228966, "decode.d7.loss_dice": 1.105678927898407, "decode.d8.loss_cls": 0.40278794392943384, "decode.d8.loss_mask": 0.629354190826416, "decode.d8.loss_dice": 1.0610688269138335, "time": 0.5334887027740478, "memory": 7216, "step": 122300}
{"lr": 2.719461664135785e-06, "data_time": 0.009144806861877441, "grad_norm": 98.54733619689941, "loss": 25.69543113708496, "decode.loss_cls": 0.486511006206274, "decode.loss_mask": 0.640795111656189, "decode.loss_dice": 1.1183817923069, "decode.d0.loss_cls": 2.455931293964386, "decode.d0.loss_mask": 0.734796679019928, "decode.d0.loss_dice": 1.3954832643270492, "decode.d1.loss_cls": 0.6985515981912613, "decode.d1.loss_mask": 0.6959621161222458, "decode.d1.loss_dice": 1.2825170546770095, "decode.d2.loss_cls": 0.5213319763541222, "decode.d2.loss_mask": 0.6928500175476074, "decode.d2.loss_dice": 1.2300688564777373, "decode.d3.loss_cls": 0.531489972025156, "decode.d3.loss_mask": 0.6879098534584045, "decode.d3.loss_dice": 1.1644074141979217, "decode.d4.loss_cls": 0.47870275676250457, "decode.d4.loss_mask": 0.6772208452224732, "decode.d4.loss_dice": 1.172945761680603, "decode.d5.loss_cls": 0.4628128357231617, "decode.d5.loss_mask": 0.665593895316124, "decode.d5.loss_dice": 1.145062205195427, "decode.d6.loss_cls": 0.46237907782196996, "decode.d6.loss_mask": 0.6570653289556503, "decode.d6.loss_dice": 1.1408321619033814, "decode.d7.loss_cls": 0.47883220613002775, "decode.d7.loss_mask": 0.6477502048015594, "decode.d7.loss_dice": 1.1346670508384704, "decode.d8.loss_cls": 0.4925416067242622, "decode.d8.loss_mask": 0.6332273870706558, "decode.d8.loss_dice": 1.108809494972229, "time": 0.5319544792175293, "memory": 7235, "step": 122350}
{"lr": 2.7162110956171377e-06, "data_time": 0.009250259399414063, "grad_norm": 79.1976417541504, "loss": 17.60546531677246, "decode.loss_cls": 0.2431184494867921, "decode.loss_mask": 0.4405139297246933, "decode.loss_dice": 0.8097661107778549, "decode.d0.loss_cls": 1.906793910264969, "decode.d0.loss_mask": 0.49175130426883695, "decode.d0.loss_dice": 0.9382509529590607, "decode.d1.loss_cls": 0.47020198255777357, "decode.d1.loss_mask": 0.45640304386615754, "decode.d1.loss_dice": 0.8503625869750977, "decode.d2.loss_cls": 0.46990191489458083, "decode.d2.loss_mask": 0.4488142192363739, "decode.d2.loss_dice": 0.8281748816370964, "decode.d3.loss_cls": 0.313459675014019, "decode.d3.loss_mask": 0.45310968458652495, "decode.d3.loss_dice": 0.8233910977840424, "decode.d4.loss_cls": 0.28426168896257875, "decode.d4.loss_mask": 0.44934037029743196, "decode.d4.loss_dice": 0.8240085810422897, "decode.d5.loss_cls": 0.29604884050786495, "decode.d5.loss_mask": 0.4543676793575287, "decode.d5.loss_dice": 0.8192310512065888, "decode.d6.loss_cls": 0.3112942181527615, "decode.d6.loss_mask": 0.4392449498176575, "decode.d6.loss_dice": 0.7736181318759918, "decode.d7.loss_cls": 0.25274483524262903, "decode.d7.loss_mask": 0.435307776927948, "decode.d7.loss_dice": 0.7945177763700485, "decode.d8.loss_cls": 0.2607606889680028, "decode.d8.loss_mask": 0.4494305267930031, "decode.d8.loss_dice": 0.8172739535570145, "time": 0.5570226430892944, "memory": 7297, "step": 122400}
{"lr": 2.712960094813159e-06, "data_time": 0.009223508834838866, "grad_norm": 104.2575897216797, "loss": 25.08414707183838, "decode.loss_cls": 0.6381392028182745, "decode.loss_mask": 0.6665610119700431, "decode.loss_dice": 0.9652472287416458, "decode.d0.loss_cls": 2.222552812099457, "decode.d0.loss_mask": 0.7800629884004593, "decode.d0.loss_dice": 1.144803273677826, "decode.d1.loss_cls": 0.786731305718422, "decode.d1.loss_mask": 0.744747094810009, "decode.d1.loss_dice": 1.0628337115049362, "decode.d2.loss_cls": 0.7230197414755821, "decode.d2.loss_mask": 0.6877685353159905, "decode.d2.loss_dice": 1.0148207038640975, "decode.d3.loss_cls": 0.6655976228415966, "decode.d3.loss_mask": 0.690393614768982, "decode.d3.loss_dice": 0.997006294131279, "decode.d4.loss_cls": 0.6435283288359642, "decode.d4.loss_mask": 0.683414763212204, "decode.d4.loss_dice": 0.9882497400045395, "decode.d5.loss_cls": 0.5741992712020874, "decode.d5.loss_mask": 0.6771724253892899, "decode.d5.loss_dice": 0.9944407939910889, "decode.d6.loss_cls": 0.580681299418211, "decode.d6.loss_mask": 0.6702277794480324, "decode.d6.loss_dice": 0.9762428194284439, "decode.d7.loss_cls": 0.5799678802490235, "decode.d7.loss_mask": 0.6777864754199981, "decode.d7.loss_dice": 0.9902547150850296, "decode.d8.loss_cls": 0.5920788284391165, "decode.d8.loss_mask": 0.6782689929008484, "decode.d8.loss_dice": 0.9873469829559326, "time": 0.5605227708816528, "memory": 7206, "step": 122450}
{"lr": 2.709708661090635e-06, "data_time": 0.009308815002441406, "grad_norm": 96.9347312927246, "loss": 20.822793865203856, "decode.loss_cls": 0.460491032153368, "decode.loss_mask": 0.6528646558523178, "decode.loss_dice": 0.7792155593633652, "decode.d0.loss_cls": 2.0512068808078765, "decode.d0.loss_mask": 0.7465230911970139, "decode.d0.loss_dice": 0.9734955191612243, "decode.d1.loss_cls": 0.5303149282932281, "decode.d1.loss_mask": 0.7038936376571655, "decode.d1.loss_dice": 0.8719772577285767, "decode.d2.loss_cls": 0.43286483734846115, "decode.d2.loss_mask": 0.6746071755886078, "decode.d2.loss_dice": 0.848972025513649, "decode.d3.loss_cls": 0.42984691709280015, "decode.d3.loss_mask": 0.6270232141017914, "decode.d3.loss_dice": 0.7768814742565155, "decode.d4.loss_cls": 0.45090585201978683, "decode.d4.loss_mask": 0.6281221449375153, "decode.d4.loss_dice": 0.7732533156871796, "decode.d5.loss_cls": 0.4142619751393795, "decode.d5.loss_mask": 0.6543812215328216, "decode.d5.loss_dice": 0.7877532944083214, "decode.d6.loss_cls": 0.40331848338246346, "decode.d6.loss_mask": 0.6439527273178101, "decode.d6.loss_dice": 0.7744954720139503, "decode.d7.loss_cls": 0.4497885309159756, "decode.d7.loss_mask": 0.6471150845289231, "decode.d7.loss_dice": 0.7781047075986862, "decode.d8.loss_cls": 0.4486126765608788, "decode.d8.loss_mask": 0.6378670156002044, "decode.d8.loss_dice": 0.7706817030906677, "time": 0.5345913171768188, "memory": 7186, "step": 122500}
{"lr": 2.70645679381458e-06, "data_time": 0.009451675415039062, "grad_norm": 98.5854705810547, "loss": 24.328262329101562, "decode.loss_cls": 0.5096899632364511, "decode.loss_mask": 0.6796733409166336, "decode.loss_dice": 0.9175666600465775, "decode.d0.loss_cls": 2.194520103931427, "decode.d0.loss_mask": 0.747578090429306, "decode.d0.loss_dice": 1.0806649148464202, "decode.d1.loss_cls": 0.7642216511070729, "decode.d1.loss_mask": 0.6993673980236054, "decode.d1.loss_dice": 0.9923991978168487, "decode.d2.loss_cls": 0.7024442732334137, "decode.d2.loss_mask": 0.7040368497371674, "decode.d2.loss_dice": 0.9609380483627319, "decode.d3.loss_cls": 0.6623166099190712, "decode.d3.loss_mask": 0.7045299738645554, "decode.d3.loss_dice": 0.9477555513381958, "decode.d4.loss_cls": 0.63692487180233, "decode.d4.loss_mask": 0.7104521304368973, "decode.d4.loss_dice": 0.9483989596366882, "decode.d5.loss_cls": 0.634796304255724, "decode.d5.loss_mask": 0.6731218963861465, "decode.d5.loss_dice": 0.9400469541549683, "decode.d6.loss_cls": 0.5729647099971771, "decode.d6.loss_mask": 0.6799946099519729, "decode.d6.loss_dice": 0.9072779536247253, "decode.d7.loss_cls": 0.5825024444609881, "decode.d7.loss_mask": 0.6869662016630173, "decode.d7.loss_dice": 0.9375482261180877, "decode.d8.loss_cls": 0.5443102657794953, "decode.d8.loss_mask": 0.6923038572072983, "decode.d8.loss_dice": 0.9129492759704589, "time": 0.5322408199310302, "memory": 7224, "step": 122550}
{"lr": 2.7032044923482208e-06, "data_time": 0.009350419044494629, "grad_norm": 114.00012130737305, "loss": 19.853977942466734, "decode.loss_cls": 0.3871145468205214, "decode.loss_mask": 0.5880787946283818, "decode.loss_dice": 0.7786221675574779, "decode.d0.loss_cls": 1.8524227142333984, "decode.d0.loss_mask": 0.6934717871248722, "decode.d0.loss_dice": 0.9396160066127777, "decode.d1.loss_cls": 0.6184219986200332, "decode.d1.loss_mask": 0.6266757920384407, "decode.d1.loss_dice": 0.8063057459890842, "decode.d2.loss_cls": 0.4578465551137924, "decode.d2.loss_mask": 0.6157827079296112, "decode.d2.loss_dice": 0.8232155583798886, "decode.d3.loss_cls": 0.4108473341912031, "decode.d3.loss_mask": 0.6131722450256347, "decode.d3.loss_dice": 0.7780180081725121, "decode.d4.loss_cls": 0.37122859321534635, "decode.d4.loss_mask": 0.6076894283294678, "decode.d4.loss_dice": 0.785660658031702, "decode.d5.loss_cls": 0.3551746752113104, "decode.d5.loss_mask": 0.6092006966471673, "decode.d5.loss_dice": 0.8061342112720012, "decode.d6.loss_cls": 0.4192389838397503, "decode.d6.loss_mask": 0.5813578754663468, "decode.d6.loss_dice": 0.7877349220216274, "decode.d7.loss_cls": 0.4231390081346035, "decode.d7.loss_mask": 0.5790716767311096, "decode.d7.loss_dice": 0.7635025352239608, "decode.d8.loss_cls": 0.41996394097805023, "decode.d8.loss_mask": 0.5709732078015805, "decode.d8.loss_dice": 0.7842955164611339, "time": 0.5337949752807617, "memory": 7203, "step": 122600}
{"lr": 2.699951756052996e-06, "data_time": 0.009299755096435547, "grad_norm": 82.46848220825196, "loss": 25.85849838256836, "decode.loss_cls": 0.5166516087949276, "decode.loss_mask": 0.5997556775808335, "decode.loss_dice": 1.1564643800258636, "decode.d0.loss_cls": 2.2600564122200013, "decode.d0.loss_mask": 0.6718025207519531, "decode.d0.loss_dice": 1.3821564078330995, "decode.d1.loss_cls": 0.7720785290002823, "decode.d1.loss_mask": 0.6379870384931564, "decode.d1.loss_dice": 1.284781777858734, "decode.d2.loss_cls": 0.6395294189453125, "decode.d2.loss_mask": 0.636419802904129, "decode.d2.loss_dice": 1.2003641247749328, "decode.d3.loss_cls": 0.6595075741410256, "decode.d3.loss_mask": 0.6102212339639663, "decode.d3.loss_dice": 1.1740778148174287, "decode.d4.loss_cls": 0.620986670255661, "decode.d4.loss_mask": 0.6174660295248031, "decode.d4.loss_dice": 1.1863116025924683, "decode.d5.loss_cls": 0.5848936930298805, "decode.d5.loss_mask": 0.60173759162426, "decode.d5.loss_dice": 1.1786054432392121, "decode.d6.loss_cls": 0.5242475509643555, "decode.d6.loss_mask": 0.5977325290441513, "decode.d6.loss_dice": 1.1647272050380706, "decode.d7.loss_cls": 0.5167894154787064, "decode.d7.loss_mask": 0.6019329994916915, "decode.d7.loss_dice": 1.1600481271743774, "decode.d8.loss_cls": 0.5275666132569313, "decode.d8.loss_mask": 0.6001327425241471, "decode.d8.loss_dice": 1.1734657764434815, "time": 0.5612768650054931, "memory": 7283, "step": 122650}
{"lr": 2.6966985842885544e-06, "data_time": 0.009363484382629395, "grad_norm": 88.4211238861084, "loss": 24.59450216293335, "decode.loss_cls": 0.515486104786396, "decode.loss_mask": 0.6720075994729996, "decode.loss_dice": 0.9889376342296601, "decode.d0.loss_cls": 2.1464752674102785, "decode.d0.loss_mask": 0.6949969589710235, "decode.d0.loss_dice": 1.2130990862846374, "decode.d1.loss_cls": 0.710834176838398, "decode.d1.loss_mask": 0.696672135591507, "decode.d1.loss_dice": 1.144294536113739, "decode.d2.loss_cls": 0.647631423175335, "decode.d2.loss_mask": 0.6697690933942795, "decode.d2.loss_dice": 1.0438549548387528, "decode.d3.loss_cls": 0.5872445628046989, "decode.d3.loss_mask": 0.6677916377782822, "decode.d3.loss_dice": 1.0368099212646484, "decode.d4.loss_cls": 0.6352501839399338, "decode.d4.loss_mask": 0.6637885212898255, "decode.d4.loss_dice": 0.9934029757976532, "decode.d5.loss_cls": 0.5841957613825798, "decode.d5.loss_mask": 0.6585472911596298, "decode.d5.loss_dice": 1.0069027811288833, "decode.d6.loss_cls": 0.6151282891631127, "decode.d6.loss_mask": 0.658410194516182, "decode.d6.loss_dice": 0.9874987781047821, "decode.d7.loss_cls": 0.5088976733386517, "decode.d7.loss_mask": 0.6621737062931061, "decode.d7.loss_dice": 0.9850401014089585, "decode.d8.loss_cls": 0.5478656172752381, "decode.d8.loss_mask": 0.6741152584552765, "decode.d8.loss_dice": 0.9773801416158676, "time": 0.5345568895339966, "memory": 7206, "step": 122700}
{"lr": 2.6934449764127443e-06, "data_time": 0.00957925319671631, "grad_norm": 92.72658081054688, "loss": 21.394444942474365, "decode.loss_cls": 0.36619206368923185, "decode.loss_mask": 0.6121812015771866, "decode.loss_dice": 0.8480726718902588, "decode.d0.loss_cls": 1.8953797578811646, "decode.d0.loss_mask": 0.6501296788454056, "decode.d0.loss_dice": 1.049222332239151, "decode.d1.loss_cls": 0.5478407487273216, "decode.d1.loss_mask": 0.6644295811653137, "decode.d1.loss_dice": 0.9777455866336823, "decode.d2.loss_cls": 0.5682705223560334, "decode.d2.loss_mask": 0.63418550491333, "decode.d2.loss_dice": 0.9072673082351684, "decode.d3.loss_cls": 0.49163270443677903, "decode.d3.loss_mask": 0.6472328752279282, "decode.d3.loss_dice": 0.8863951861858368, "decode.d4.loss_cls": 0.5474125012755394, "decode.d4.loss_mask": 0.6461936652660369, "decode.d4.loss_dice": 0.8700443923473358, "decode.d5.loss_cls": 0.49804597795009614, "decode.d5.loss_mask": 0.6416401594877243, "decode.d5.loss_dice": 0.8595786333084107, "decode.d6.loss_cls": 0.3981552243232727, "decode.d6.loss_mask": 0.6276366978883743, "decode.d6.loss_dice": 0.857584935426712, "decode.d7.loss_cls": 0.4333671748638153, "decode.d7.loss_mask": 0.6211864650249481, "decode.d7.loss_dice": 0.8261628031730652, "decode.d8.loss_cls": 0.39169084206223487, "decode.d8.loss_mask": 0.6088838964700699, "decode.d8.loss_dice": 0.8206842303276062, "time": 0.5350649356842041, "memory": 7233, "step": 122750}
{"lr": 2.6901909317815936e-06, "data_time": 0.009391331672668457, "grad_norm": 97.61172943115234, "loss": 22.343459033966063, "decode.loss_cls": 0.3059136614203453, "decode.loss_mask": 0.7620868355035781, "decode.loss_dice": 0.9180844128131866, "decode.d0.loss_cls": 2.0059947967529297, "decode.d0.loss_mask": 0.7909962981939316, "decode.d0.loss_dice": 1.037715309858322, "decode.d1.loss_cls": 0.49519380182027817, "decode.d1.loss_mask": 0.7954625189304352, "decode.d1.loss_dice": 0.9692603260278702, "decode.d2.loss_cls": 0.39451165944337846, "decode.d2.loss_mask": 0.7899502277374267, "decode.d2.loss_dice": 0.951337456703186, "decode.d3.loss_cls": 0.3471243292093277, "decode.d3.loss_mask": 0.7878574371337891, "decode.d3.loss_dice": 0.9261398673057556, "decode.d4.loss_cls": 0.3280532695353031, "decode.d4.loss_mask": 0.7879242688417435, "decode.d4.loss_dice": 0.930386283993721, "decode.d5.loss_cls": 0.33153662383556365, "decode.d5.loss_mask": 0.7734545052051545, "decode.d5.loss_dice": 0.9240715622901916, "decode.d6.loss_cls": 0.30529200062155726, "decode.d6.loss_mask": 0.7714186012744904, "decode.d6.loss_dice": 0.9363883376121521, "decode.d7.loss_cls": 0.3082296811044216, "decode.d7.loss_mask": 0.762301430106163, "decode.d7.loss_dice": 0.9071157991886138, "decode.d8.loss_cls": 0.30698060989379883, "decode.d8.loss_mask": 0.7623192548751831, "decode.d8.loss_dice": 0.9303587704896927, "time": 0.5326069355010986, "memory": 7255, "step": 122800}
{"lr": 2.6869364497493193e-06, "data_time": 0.009363031387329102, "grad_norm": 76.68392333984374, "loss": 29.269063854217528, "decode.loss_cls": 0.5977773293852806, "decode.loss_mask": 0.6558809161186219, "decode.loss_dice": 1.2991979837417602, "decode.d0.loss_cls": 2.4416873455047607, "decode.d0.loss_mask": 0.7526011198759079, "decode.d0.loss_dice": 1.5866104245185852, "decode.d1.loss_cls": 0.8517112180590629, "decode.d1.loss_mask": 0.7156103014945984, "decode.d1.loss_dice": 1.4444026589393615, "decode.d2.loss_cls": 0.8817216768860817, "decode.d2.loss_mask": 0.7171778410673142, "decode.d2.loss_dice": 1.43024785220623, "decode.d3.loss_cls": 0.7369638219475746, "decode.d3.loss_mask": 0.6627214163541794, "decode.d3.loss_dice": 1.3568271964788436, "decode.d4.loss_cls": 0.7014015600085258, "decode.d4.loss_mask": 0.6607062637805938, "decode.d4.loss_dice": 1.3541736364364625, "decode.d5.loss_cls": 0.6535268448293209, "decode.d5.loss_mask": 0.673921599984169, "decode.d5.loss_dice": 1.363488420844078, "decode.d6.loss_cls": 0.5824469164013862, "decode.d6.loss_mask": 0.6689770966768265, "decode.d6.loss_dice": 1.3170061737298966, "decode.d7.loss_cls": 0.5796999841928482, "decode.d7.loss_mask": 0.6689166307449341, "decode.d7.loss_dice": 1.3468549430370331, "decode.d8.loss_cls": 0.6055984616279602, "decode.d8.loss_mask": 0.6586341381072998, "decode.d8.loss_dice": 1.3025722175836563, "time": 0.5327022552490235, "memory": 7239, "step": 122850}
{"lr": 2.683681529668313e-06, "data_time": 0.009458303451538086, "grad_norm": 85.33874053955078, "loss": 22.214896869659423, "decode.loss_cls": 0.39487585462629793, "decode.loss_mask": 0.6355616852641106, "decode.loss_dice": 0.9668962150812149, "decode.d0.loss_cls": 1.9615208625793457, "decode.d0.loss_mask": 0.7032800674438476, "decode.d0.loss_dice": 1.0728861331939696, "decode.d1.loss_cls": 0.5225043743848801, "decode.d1.loss_mask": 0.6677603363990784, "decode.d1.loss_dice": 1.0552446007728578, "decode.d2.loss_cls": 0.4462107978761196, "decode.d2.loss_mask": 0.6595628172159195, "decode.d2.loss_dice": 1.0046370089054109, "decode.d3.loss_cls": 0.4564443167299032, "decode.d3.loss_mask": 0.6471518486738205, "decode.d3.loss_dice": 0.9590041995048523, "decode.d4.loss_cls": 0.4126551203429699, "decode.d4.loss_mask": 0.6451110780239105, "decode.d4.loss_dice": 0.9629766583442688, "decode.d5.loss_cls": 0.3964688044041395, "decode.d5.loss_mask": 0.6398414194583892, "decode.d5.loss_dice": 0.9587694048881531, "decode.d6.loss_cls": 0.4173329010605812, "decode.d6.loss_mask": 0.6377936363220215, "decode.d6.loss_dice": 0.9535169154405594, "decode.d7.loss_cls": 0.4734089011326432, "decode.d7.loss_mask": 0.6432156011462211, "decode.d7.loss_dice": 0.9398216903209686, "decode.d8.loss_cls": 0.3837606891989708, "decode.d8.loss_mask": 0.646028533577919, "decode.d8.loss_dice": 0.9506544053554535, "time": 0.5300290584564209, "memory": 7184, "step": 122900}
{"lr": 2.6804261708891322e-06, "data_time": 0.009177207946777344, "grad_norm": 97.51114044189453, "loss": 24.356739807128907, "decode.loss_cls": 0.574064502865076, "decode.loss_mask": 0.5450541630387307, "decode.loss_dice": 1.0343185678124427, "decode.d0.loss_cls": 2.1143205761909485, "decode.d0.loss_mask": 0.6294728443026543, "decode.d0.loss_dice": 1.2888277933001517, "decode.d1.loss_cls": 0.7284236252307892, "decode.d1.loss_mask": 0.6312149457633496, "decode.d1.loss_dice": 1.1533046260476112, "decode.d2.loss_cls": 0.7015330910682678, "decode.d2.loss_mask": 0.5551375731825828, "decode.d2.loss_dice": 1.1056509658694267, "decode.d3.loss_cls": 0.5998585224151611, "decode.d3.loss_mask": 0.549081077426672, "decode.d3.loss_dice": 1.0898876309394836, "decode.d4.loss_cls": 0.6164359226822853, "decode.d4.loss_mask": 0.5394339486956596, "decode.d4.loss_dice": 1.075740683078766, "decode.d5.loss_cls": 0.5673980601131916, "decode.d5.loss_mask": 0.5482273548841476, "decode.d5.loss_dice": 1.0870625764131545, "decode.d6.loss_cls": 0.5853385355323553, "decode.d6.loss_mask": 0.5508886992931366, "decode.d6.loss_dice": 1.0207738175988197, "decode.d7.loss_cls": 0.6300889834761619, "decode.d7.loss_mask": 0.550588621199131, "decode.d7.loss_dice": 1.0452652916312217, "decode.d8.loss_cls": 0.6000880107283593, "decode.d8.loss_mask": 0.5572145089507103, "decode.d8.loss_dice": 1.0820438235998153, "time": 0.5830052614212036, "memory": 7251, "step": 122950}
{"lr": 2.6771703727604933e-06, "data_time": 0.009488940238952637, "grad_norm": 85.82755432128906, "loss": 26.793584251403807, "decode.loss_cls": 0.4113497346639633, "decode.loss_mask": 0.8269724279642106, "decode.loss_dice": 1.0997588783502579, "decode.d0.loss_cls": 2.4198567986488344, "decode.d0.loss_mask": 0.9205865025520324, "decode.d0.loss_dice": 1.3128174424171448, "decode.d1.loss_cls": 0.7117620021104812, "decode.d1.loss_mask": 0.8590212404727936, "decode.d1.loss_dice": 1.2516337871551513, "decode.d2.loss_cls": 0.5733198337256908, "decode.d2.loss_mask": 0.8157354205846786, "decode.d2.loss_dice": 1.1866454660892487, "decode.d3.loss_cls": 0.5315321333706379, "decode.d3.loss_mask": 0.8345439076423645, "decode.d3.loss_dice": 1.134704053401947, "decode.d4.loss_cls": 0.46389578431844714, "decode.d4.loss_mask": 0.8185111224651337, "decode.d4.loss_dice": 1.134583592414856, "decode.d5.loss_cls": 0.4452920861542225, "decode.d5.loss_mask": 0.81763876080513, "decode.d5.loss_dice": 1.1130527198314666, "decode.d6.loss_cls": 0.4377042964100838, "decode.d6.loss_mask": 0.8128992140293121, "decode.d6.loss_dice": 1.1295053392648697, "decode.d7.loss_cls": 0.4219351217150688, "decode.d7.loss_mask": 0.8057469725608826, "decode.d7.loss_dice": 1.1192627251148224, "decode.d8.loss_cls": 0.41889026537537577, "decode.d8.loss_mask": 0.845509934425354, "decode.d8.loss_dice": 1.1189153254032136, "time": 0.5311424493789673, "memory": 7244, "step": 123000}
{"lr": 2.6739141346292643e-06, "data_time": 0.009256935119628907, "grad_norm": 90.38988418579102, "loss": 21.563185024261475, "decode.loss_cls": 0.39468286484479903, "decode.loss_mask": 0.6062431544065475, "decode.loss_dice": 0.8887796968221664, "decode.d0.loss_cls": 2.114241325855255, "decode.d0.loss_mask": 0.6781825423240662, "decode.d0.loss_dice": 1.0248149156570434, "decode.d1.loss_cls": 0.5330290533602238, "decode.d1.loss_mask": 0.6389752984046936, "decode.d1.loss_dice": 0.9809512525796891, "decode.d2.loss_cls": 0.483034061640501, "decode.d2.loss_mask": 0.6374158173799515, "decode.d2.loss_dice": 0.951711368560791, "decode.d3.loss_cls": 0.4858077272772789, "decode.d3.loss_mask": 0.6188015311956405, "decode.d3.loss_dice": 0.9037155717611313, "decode.d4.loss_cls": 0.4426394872367382, "decode.d4.loss_mask": 0.6290584594011307, "decode.d4.loss_dice": 0.9188328564167023, "decode.d5.loss_cls": 0.3897999174892902, "decode.d5.loss_mask": 0.6248110353946685, "decode.d5.loss_dice": 0.9239547282457352, "decode.d6.loss_cls": 0.4157430723309517, "decode.d6.loss_mask": 0.6034838944673538, "decode.d6.loss_dice": 0.8937251150608063, "decode.d7.loss_cls": 0.4158154185861349, "decode.d7.loss_mask": 0.6039763540029526, "decode.d7.loss_dice": 0.8847899407148361, "decode.d8.loss_cls": 0.4005162201821804, "decode.d8.loss_mask": 0.6078072309494018, "decode.d8.loss_dice": 0.8678459227085114, "time": 0.5327263832092285, "memory": 7206, "step": 123050}
{"lr": 2.67065745584046e-06, "data_time": 0.009250044822692871, "grad_norm": 98.33279647827149, "loss": 22.136416912078857, "decode.loss_cls": 0.2689636155962944, "decode.loss_mask": 0.612648782134056, "decode.loss_dice": 1.0231729447841644, "decode.d0.loss_cls": 2.1272632598876955, "decode.d0.loss_mask": 0.682851693034172, "decode.d0.loss_dice": 1.1981684774160386, "decode.d1.loss_cls": 0.49141273349523545, "decode.d1.loss_mask": 0.6680260062217712, "decode.d1.loss_dice": 1.1231352269649506, "decode.d2.loss_cls": 0.4070374250411987, "decode.d2.loss_mask": 0.6159576267004013, "decode.d2.loss_dice": 1.0595500200986863, "decode.d3.loss_cls": 0.4106189742684364, "decode.d3.loss_mask": 0.6377485722303391, "decode.d3.loss_dice": 1.0760918021202088, "decode.d4.loss_cls": 0.3203261703252792, "decode.d4.loss_mask": 0.6307935744524003, "decode.d4.loss_dice": 1.0579978227615356, "decode.d5.loss_cls": 0.3063127055764198, "decode.d5.loss_mask": 0.6149110943078995, "decode.d5.loss_dice": 1.010927140712738, "decode.d6.loss_cls": 0.28550061881542205, "decode.d6.loss_mask": 0.6172444880008697, "decode.d6.loss_dice": 1.0350908815860749, "decode.d7.loss_cls": 0.2816705644130707, "decode.d7.loss_mask": 0.6070663571357727, "decode.d7.loss_dice": 1.0360977232456208, "decode.d8.loss_cls": 0.24894636869430542, "decode.d8.loss_mask": 0.6168017089366913, "decode.d8.loss_dice": 1.0640821635723114, "time": 0.5588257074356079, "memory": 7224, "step": 123100}
{"lr": 2.6674003357372233e-06, "data_time": 0.009550380706787109, "grad_norm": 91.34109039306641, "loss": 21.1748544216156, "decode.loss_cls": 0.36481463462114333, "decode.loss_mask": 0.5485460132360458, "decode.loss_dice": 0.9077675342559814, "decode.d0.loss_cls": 1.9828944087028504, "decode.d0.loss_mask": 0.6928783357143402, "decode.d0.loss_dice": 1.0875295281410218, "decode.d1.loss_cls": 0.5895832315087318, "decode.d1.loss_mask": 0.6500264510512352, "decode.d1.loss_dice": 0.9857568383216858, "decode.d2.loss_cls": 0.45598875284194945, "decode.d2.loss_mask": 0.61872299015522, "decode.d2.loss_dice": 0.9399862110614776, "decode.d3.loss_cls": 0.47349962294101716, "decode.d3.loss_mask": 0.6286730960011482, "decode.d3.loss_dice": 0.9010598808526993, "decode.d4.loss_cls": 0.4183578580617905, "decode.d4.loss_mask": 0.5712017863988876, "decode.d4.loss_dice": 0.9116461217403412, "decode.d5.loss_cls": 0.4506005883216858, "decode.d5.loss_mask": 0.5563035756349564, "decode.d5.loss_dice": 0.9290151596069336, "decode.d6.loss_cls": 0.40923165529966354, "decode.d6.loss_mask": 0.5436480641365051, "decode.d6.loss_dice": 0.890614065527916, "decode.d7.loss_cls": 0.34522170573472977, "decode.d7.loss_mask": 0.5556839719414711, "decode.d7.loss_dice": 0.9074294567108154, "decode.d8.loss_cls": 0.40716506242752076, "decode.d8.loss_mask": 0.5496743768453598, "decode.d8.loss_dice": 0.9013333573937417, "time": 0.5585529327392578, "memory": 7288, "step": 123150}
{"lr": 2.6641427736608357e-06, "data_time": 0.009360408782958985, "grad_norm": 93.08312149047852, "loss": 24.693399047851564, "decode.loss_cls": 0.43333147317171095, "decode.loss_mask": 0.655632933974266, "decode.loss_dice": 1.0813416600227357, "decode.d0.loss_cls": 2.0642583847045897, "decode.d0.loss_mask": 0.7119101136922836, "decode.d0.loss_dice": 1.276562076807022, "decode.d1.loss_cls": 0.6590626798570156, "decode.d1.loss_mask": 0.6895981311798096, "decode.d1.loss_dice": 1.1704025268554688, "decode.d2.loss_cls": 0.6295800797641278, "decode.d2.loss_mask": 0.6750979095697403, "decode.d2.loss_dice": 1.1426115214824677, "decode.d3.loss_cls": 0.49567248672246933, "decode.d3.loss_mask": 0.6713315129280091, "decode.d3.loss_dice": 1.15229634642601, "decode.d4.loss_cls": 0.49963399693369864, "decode.d4.loss_mask": 0.658804190158844, "decode.d4.loss_dice": 1.1279844999313355, "decode.d5.loss_cls": 0.4916229672729969, "decode.d5.loss_mask": 0.6550117194652557, "decode.d5.loss_dice": 1.1174944460391998, "decode.d6.loss_cls": 0.4617228709161282, "decode.d6.loss_mask": 0.6512987613677979, "decode.d6.loss_dice": 1.0801175951957702, "decode.d7.loss_cls": 0.4952933043241501, "decode.d7.loss_mask": 0.6511092990636825, "decode.d7.loss_dice": 1.0816702365875244, "decode.d8.loss_cls": 0.47262479439377786, "decode.d8.loss_mask": 0.6471234440803528, "decode.d8.loss_dice": 1.093196165561676, "time": 0.5576935291290284, "memory": 7225, "step": 123200}
{"lr": 2.6608847689506895e-06, "data_time": 0.009465956687927246, "grad_norm": 96.8136199951172, "loss": 24.374924087524413, "decode.loss_cls": 0.49287681430578234, "decode.loss_mask": 0.7137502938508987, "decode.loss_dice": 1.01219941675663, "decode.d0.loss_cls": 1.9388194143772126, "decode.d0.loss_mask": 0.7607789620757103, "decode.d0.loss_dice": 1.1471848607063293, "decode.d1.loss_cls": 0.5750055059790611, "decode.d1.loss_mask": 0.7333496630191803, "decode.d1.loss_dice": 1.112437254190445, "decode.d2.loss_cls": 0.616166515648365, "decode.d2.loss_mask": 0.7099160388112068, "decode.d2.loss_dice": 1.0383479744195938, "decode.d3.loss_cls": 0.5614782199263573, "decode.d3.loss_mask": 0.7110281214118004, "decode.d3.loss_dice": 1.045485371351242, "decode.d4.loss_cls": 0.5560768857598305, "decode.d4.loss_mask": 0.7104577228426934, "decode.d4.loss_dice": 1.0258370593190194, "decode.d5.loss_cls": 0.5623061306774616, "decode.d5.loss_mask": 0.7160525739192962, "decode.d5.loss_dice": 1.0119062885642052, "decode.d6.loss_cls": 0.5017698682844639, "decode.d6.loss_mask": 0.7084485664963722, "decode.d6.loss_dice": 1.028354713320732, "decode.d7.loss_cls": 0.4998094029724598, "decode.d7.loss_mask": 0.6976723670959473, "decode.d7.loss_dice": 0.9902685701847076, "decode.d8.loss_cls": 0.4784036196768284, "decode.d8.loss_mask": 0.6981460705399514, "decode.d8.loss_dice": 1.0205891668796538, "time": 0.5321019411087036, "memory": 7225, "step": 123250}
{"lr": 2.6576263209443007e-06, "data_time": 0.009453129768371583, "grad_norm": 90.60096130371093, "loss": 23.65717649459839, "decode.loss_cls": 0.5487666077911854, "decode.loss_mask": 0.564312306791544, "decode.loss_dice": 1.018205064535141, "decode.d0.loss_cls": 2.105913555622101, "decode.d0.loss_mask": 0.6110169231891632, "decode.d0.loss_dice": 1.1612004190683365, "decode.d1.loss_cls": 0.6713851168751717, "decode.d1.loss_mask": 0.5919172614812851, "decode.d1.loss_dice": 1.1150116056203843, "decode.d2.loss_cls": 0.6755845718085766, "decode.d2.loss_mask": 0.580517490953207, "decode.d2.loss_dice": 1.0468270272016524, "decode.d3.loss_cls": 0.6772904023528099, "decode.d3.loss_mask": 0.5657752722501754, "decode.d3.loss_dice": 1.0321184933185577, "decode.d4.loss_cls": 0.5972381517291069, "decode.d4.loss_mask": 0.5673747129738331, "decode.d4.loss_dice": 1.0377932757139205, "decode.d5.loss_cls": 0.5589690774679184, "decode.d5.loss_mask": 0.5677445717155933, "decode.d5.loss_dice": 1.0436492443084717, "decode.d6.loss_cls": 0.5436966873705387, "decode.d6.loss_mask": 0.5699714764952659, "decode.d6.loss_dice": 1.0296761751174928, "decode.d7.loss_cls": 0.5039916910231114, "decode.d7.loss_mask": 0.5661663264036179, "decode.d7.loss_dice": 1.027588900923729, "decode.d8.loss_cls": 0.5116065226495266, "decode.d8.loss_mask": 0.5622226223349571, "decode.d8.loss_dice": 1.0036447495222092, "time": 0.5338122844696045, "memory": 7242, "step": 123300}
{"lr": 2.6543674289772773e-06, "data_time": 0.009524941444396973, "grad_norm": 79.78869590759277, "loss": 24.965756034851076, "decode.loss_cls": 0.35756242498755453, "decode.loss_mask": 0.6757142826914787, "decode.loss_dice": 1.1580694794654847, "decode.d0.loss_cls": 2.18463716506958, "decode.d0.loss_mask": 0.7280565455555916, "decode.d0.loss_dice": 1.3625871419906617, "decode.d1.loss_cls": 0.5951279848814011, "decode.d1.loss_mask": 0.716232581436634, "decode.d1.loss_dice": 1.2780679255723952, "decode.d2.loss_cls": 0.4757450699806213, "decode.d2.loss_mask": 0.6945995703339577, "decode.d2.loss_dice": 1.1915692061185836, "decode.d3.loss_cls": 0.4573786333203316, "decode.d3.loss_mask": 0.683278688788414, "decode.d3.loss_dice": 1.167877060174942, "decode.d4.loss_cls": 0.4315695114433765, "decode.d4.loss_mask": 0.6877705663442611, "decode.d4.loss_dice": 1.1507102489471435, "decode.d5.loss_cls": 0.41096150279045107, "decode.d5.loss_mask": 0.6894335120916366, "decode.d5.loss_dice": 1.1695284605026246, "decode.d6.loss_cls": 0.40239074602723124, "decode.d6.loss_mask": 0.6796447888016701, "decode.d6.loss_dice": 1.1539232760667801, "decode.d7.loss_cls": 0.3740362457931042, "decode.d7.loss_mask": 0.681812871992588, "decode.d7.loss_dice": 1.1753015875816346, "decode.d8.loss_cls": 0.3837469145655632, "decode.d8.loss_mask": 0.6839628651738167, "decode.d8.loss_dice": 1.1644602000713349, "time": 0.5328601837158203, "memory": 7233, "step": 123350}
{"lr": 2.651108092383332e-06, "data_time": 0.009443402290344238, "grad_norm": 82.72210235595703, "loss": 22.14324207305908, "decode.loss_cls": 0.3335873045027256, "decode.loss_mask": 0.6575542569160462, "decode.loss_dice": 0.960891318321228, "decode.d0.loss_cls": 2.184160900115967, "decode.d0.loss_mask": 0.7654673337936402, "decode.d0.loss_dice": 1.058387464284897, "decode.d1.loss_cls": 0.5839258201420308, "decode.d1.loss_mask": 0.692580246925354, "decode.d1.loss_dice": 1.0135619461536407, "decode.d2.loss_cls": 0.49183169603347776, "decode.d2.loss_mask": 0.6712518900632858, "decode.d2.loss_dice": 0.9736403107643128, "decode.d3.loss_cls": 0.33318603709340094, "decode.d3.loss_mask": 0.6669538050889969, "decode.d3.loss_dice": 0.9799333035945892, "decode.d4.loss_cls": 0.33268360756337645, "decode.d4.loss_mask": 0.6567902028560638, "decode.d4.loss_dice": 0.9730495154857636, "decode.d5.loss_cls": 0.31745452992618084, "decode.d5.loss_mask": 0.6575646668672561, "decode.d5.loss_dice": 0.9726118832826615, "decode.d6.loss_cls": 0.3170634299516678, "decode.d6.loss_mask": 0.6652702361345291, "decode.d6.loss_dice": 0.9718520969152451, "decode.d7.loss_cls": 0.3121860630810261, "decode.d7.loss_mask": 0.6645562291145325, "decode.d7.loss_dice": 0.9625717997550964, "decode.d8.loss_cls": 0.3603422097861767, "decode.d8.loss_mask": 0.6581871688365937, "decode.d8.loss_dice": 0.9541445732116699, "time": 0.5323785543441772, "memory": 7265, "step": 123400}
{"lr": 2.6478483104942645e-06, "data_time": 0.009563326835632324, "grad_norm": 81.07572288513184, "loss": 25.926594066619874, "decode.loss_cls": 0.4142696589231491, "decode.loss_mask": 0.7939605087041854, "decode.loss_dice": 1.11592093706131, "decode.d0.loss_cls": 2.2326536417007445, "decode.d0.loss_mask": 0.8878692060708999, "decode.d0.loss_dice": 1.3081664860248565, "decode.d1.loss_cls": 0.6732769280672073, "decode.d1.loss_mask": 0.8435011506080627, "decode.d1.loss_dice": 1.2180711507797242, "decode.d2.loss_cls": 0.490635172277689, "decode.d2.loss_mask": 0.8193496018648148, "decode.d2.loss_dice": 1.1656476438045502, "decode.d3.loss_cls": 0.4466811798512936, "decode.d3.loss_mask": 0.7835358560085297, "decode.d3.loss_dice": 1.116082489490509, "decode.d4.loss_cls": 0.44053903222084045, "decode.d4.loss_mask": 0.7932299196720123, "decode.d4.loss_dice": 1.1286546349525453, "decode.d5.loss_cls": 0.41844567880034444, "decode.d5.loss_mask": 0.794274953007698, "decode.d5.loss_dice": 1.1156011044979095, "decode.d6.loss_cls": 0.4153687052428722, "decode.d6.loss_mask": 0.7897884607315063, "decode.d6.loss_dice": 1.1050995230674743, "decode.d7.loss_cls": 0.42782532796263695, "decode.d7.loss_mask": 0.7928777217864991, "decode.d7.loss_dice": 1.0899173319339752, "decode.d8.loss_cls": 0.41576016545295713, "decode.d8.loss_mask": 0.791132989525795, "decode.d8.loss_dice": 1.098457282781601, "time": 0.5337889671325684, "memory": 7277, "step": 123450}
{"lr": 2.644588082639955e-06, "data_time": 0.009358906745910644, "grad_norm": 79.5254913330078, "loss": 26.803791046142578, "decode.loss_cls": 0.4989669509232044, "decode.loss_mask": 0.7454429149627686, "decode.loss_dice": 1.1949546873569488, "decode.d0.loss_cls": 2.1454398155212404, "decode.d0.loss_mask": 0.8111292123794556, "decode.d0.loss_dice": 1.3588199079036714, "decode.d1.loss_cls": 0.6167895346879959, "decode.d1.loss_mask": 0.7568604335188865, "decode.d1.loss_dice": 1.2595954418182373, "decode.d2.loss_cls": 0.5974078625440598, "decode.d2.loss_mask": 0.7459943175315857, "decode.d2.loss_dice": 1.2326951324939728, "decode.d3.loss_cls": 0.6233226507902145, "decode.d3.loss_mask": 0.7125643163919448, "decode.d3.loss_dice": 1.1830138742923737, "decode.d4.loss_cls": 0.6046495914459229, "decode.d4.loss_mask": 0.7087448135018348, "decode.d4.loss_dice": 1.1605405330657959, "decode.d5.loss_cls": 0.5563804969191551, "decode.d5.loss_mask": 0.7432994842529297, "decode.d5.loss_dice": 1.159816163778305, "decode.d6.loss_cls": 0.5599099718034267, "decode.d6.loss_mask": 0.7368038535118103, "decode.d6.loss_dice": 1.1560688972473145, "decode.d7.loss_cls": 0.6008864134550095, "decode.d7.loss_mask": 0.7307584524154663, "decode.d7.loss_dice": 1.1727515578269958, "decode.d8.loss_cls": 0.5022424273192883, "decode.d8.loss_mask": 0.7444440931081772, "decode.d8.loss_dice": 1.1834968388080598, "time": 0.5878661632537842, "memory": 7314, "step": 123500}
{"lr": 2.641327408148349e-06, "data_time": 0.009361505508422852, "grad_norm": 95.39936256408691, "loss": 24.743918228149415, "decode.loss_cls": 0.39808332435786725, "decode.loss_mask": 0.695516437292099, "decode.loss_dice": 1.1065065994858743, "decode.d0.loss_cls": 2.1704242706298826, "decode.d0.loss_mask": 0.7344848275184631, "decode.d0.loss_dice": 1.2823067680001259, "decode.d1.loss_cls": 0.6459053561091423, "decode.d1.loss_mask": 0.7097709581255913, "decode.d1.loss_dice": 1.1893321573734283, "decode.d2.loss_cls": 0.5286790501326323, "decode.d2.loss_mask": 0.6787765592336654, "decode.d2.loss_dice": 1.1325897723436356, "decode.d3.loss_cls": 0.5020602848380804, "decode.d3.loss_mask": 0.6936448872089386, "decode.d3.loss_dice": 1.0994387507438659, "decode.d4.loss_cls": 0.49913742803037164, "decode.d4.loss_mask": 0.6861418679356575, "decode.d4.loss_dice": 1.091459220647812, "decode.d5.loss_cls": 0.45558394566178323, "decode.d5.loss_mask": 0.6994737103581429, "decode.d5.loss_dice": 1.0895874127745628, "decode.d6.loss_cls": 0.445963766798377, "decode.d6.loss_mask": 0.6961045682430267, "decode.d6.loss_dice": 1.0903254300355911, "decode.d7.loss_cls": 0.4226020023226738, "decode.d7.loss_mask": 0.6988908603787423, "decode.d7.loss_dice": 1.1023829400539398, "decode.d8.loss_cls": 0.43007114827632903, "decode.d8.loss_mask": 0.686209736764431, "decode.d8.loss_dice": 1.0824650168418883, "time": 0.5329546213150025, "memory": 7257, "step": 123550}
{"lr": 2.638066286345466e-06, "data_time": 0.00948491096496582, "grad_norm": 87.94888114929199, "loss": 22.5432035446167, "decode.loss_cls": 0.4721206583082676, "decode.loss_mask": 0.6174631774425506, "decode.loss_dice": 0.9071228802204132, "decode.d0.loss_cls": 2.168339931964874, "decode.d0.loss_mask": 0.7185194849967956, "decode.d0.loss_dice": 1.0040184170007707, "decode.d1.loss_cls": 0.6757799610495567, "decode.d1.loss_mask": 0.6889798134565354, "decode.d1.loss_dice": 0.9752921849489212, "decode.d2.loss_cls": 0.5561189696192741, "decode.d2.loss_mask": 0.6561804234981536, "decode.d2.loss_dice": 0.9490909934043884, "decode.d3.loss_cls": 0.5267290398478508, "decode.d3.loss_mask": 0.6472469925880432, "decode.d3.loss_dice": 0.9216198712587357, "decode.d4.loss_cls": 0.4781998611986637, "decode.d4.loss_mask": 0.6394542306661606, "decode.d4.loss_dice": 0.9065457671880722, "decode.d5.loss_cls": 0.5080900609493255, "decode.d5.loss_mask": 0.638403269648552, "decode.d5.loss_dice": 0.9138672888278961, "decode.d6.loss_cls": 0.4459795795381069, "decode.d6.loss_mask": 0.6405975669622421, "decode.d6.loss_dice": 0.9136390566825867, "decode.d7.loss_cls": 0.4811550423502922, "decode.d7.loss_mask": 0.6098426759243012, "decode.d7.loss_dice": 0.8963507980108261, "decode.d8.loss_cls": 0.4738063871860504, "decode.d8.loss_mask": 0.6082122176885605, "decode.d8.loss_dice": 0.9044373720884323, "time": 0.5332838773727417, "memory": 7308, "step": 123600}
{"lr": 2.6348047165553787e-06, "data_time": 0.009212875366210937, "grad_norm": 84.94905471801758, "loss": 19.84652786254883, "decode.loss_cls": 0.2993458524346352, "decode.loss_mask": 0.5643944516777992, "decode.loss_dice": 0.8747505903244018, "decode.d0.loss_cls": 1.9547140002250671, "decode.d0.loss_mask": 0.6022931605577468, "decode.d0.loss_dice": 1.0477377891540527, "decode.d1.loss_cls": 0.4407807379961014, "decode.d1.loss_mask": 0.5795575529336929, "decode.d1.loss_dice": 0.9634836852550507, "decode.d2.loss_cls": 0.40111899077892305, "decode.d2.loss_mask": 0.5643571615219116, "decode.d2.loss_dice": 0.9248448014259338, "decode.d3.loss_cls": 0.36034578233957293, "decode.d3.loss_mask": 0.5607066079974174, "decode.d3.loss_dice": 0.8933723449707032, "decode.d4.loss_cls": 0.3371100932359695, "decode.d4.loss_mask": 0.5640857368707657, "decode.d4.loss_dice": 0.885757502913475, "decode.d5.loss_cls": 0.2938658371567726, "decode.d5.loss_mask": 0.5634286895394325, "decode.d5.loss_dice": 0.8989778220653534, "decode.d6.loss_cls": 0.2942926786839962, "decode.d6.loss_mask": 0.5687712982296944, "decode.d6.loss_dice": 0.8916083097457885, "decode.d7.loss_cls": 0.28113181740045545, "decode.d7.loss_mask": 0.5674014002084732, "decode.d7.loss_dice": 0.8993859648704529, "decode.d8.loss_cls": 0.3011569708585739, "decode.d8.loss_mask": 0.5665578454732895, "decode.d8.loss_dice": 0.9011921286582947, "time": 0.532684326171875, "memory": 7202, "step": 123650}
{"lr": 2.6315426981001996e-06, "data_time": 0.00947573184967041, "grad_norm": 89.64205322265624, "loss": 19.777803134918212, "decode.loss_cls": 0.26993338763713837, "decode.loss_mask": 0.61132852435112, "decode.loss_dice": 0.7842039659619331, "decode.d0.loss_cls": 1.9641149520874024, "decode.d0.loss_mask": 0.6999515652656555, "decode.d0.loss_dice": 0.917843134701252, "decode.d1.loss_cls": 0.5766348898410797, "decode.d1.loss_mask": 0.652045053243637, "decode.d1.loss_dice": 0.9039803057909012, "decode.d2.loss_cls": 0.4422615960240364, "decode.d2.loss_mask": 0.6360728800296783, "decode.d2.loss_dice": 0.8418053835630417, "decode.d3.loss_cls": 0.38691054508090017, "decode.d3.loss_mask": 0.638072994351387, "decode.d3.loss_dice": 0.8167651355266571, "decode.d4.loss_cls": 0.3447725187987089, "decode.d4.loss_mask": 0.6335995584726334, "decode.d4.loss_dice": 0.80145865380764, "decode.d5.loss_cls": 0.3192217104136944, "decode.d5.loss_mask": 0.6265117168426514, "decode.d5.loss_dice": 0.8228959709405899, "decode.d6.loss_cls": 0.2907255470752716, "decode.d6.loss_mask": 0.6115433946251869, "decode.d6.loss_dice": 0.8056360468268394, "decode.d7.loss_cls": 0.2896540753543377, "decode.d7.loss_mask": 0.6115194156765937, "decode.d7.loss_dice": 0.7991301283240319, "decode.d8.loss_cls": 0.2617694608867168, "decode.d8.loss_mask": 0.6143990576267242, "decode.d8.loss_dice": 0.8030415818095207, "time": 0.5369491100311279, "memory": 7288, "step": 123700}
{"lr": 2.6282802303000893e-06, "data_time": 0.009470939636230469, "grad_norm": 92.6401351928711, "loss": 18.50813159942627, "decode.loss_cls": 0.32765256687998773, "decode.loss_mask": 0.5443118780851364, "decode.loss_dice": 0.744537678360939, "decode.d0.loss_cls": 1.8620742321014405, "decode.d0.loss_mask": 0.55941401720047, "decode.d0.loss_dice": 0.8755817860364914, "decode.d1.loss_cls": 0.5881638944149017, "decode.d1.loss_mask": 0.5933870017528534, "decode.d1.loss_dice": 0.8213145792484283, "decode.d2.loss_cls": 0.4767222836613655, "decode.d2.loss_mask": 0.5469320237636566, "decode.d2.loss_dice": 0.761366206407547, "decode.d3.loss_cls": 0.3957763135433197, "decode.d3.loss_mask": 0.5429858356714249, "decode.d3.loss_dice": 0.7173374891281128, "decode.d4.loss_cls": 0.3813317514955997, "decode.d4.loss_mask": 0.5420399904251099, "decode.d4.loss_dice": 0.7364003211259842, "decode.d5.loss_cls": 0.34363998696208, "decode.d5.loss_mask": 0.5554636359214783, "decode.d5.loss_dice": 0.739876651763916, "decode.d6.loss_cls": 0.3539266861975193, "decode.d6.loss_mask": 0.5570715934038162, "decode.d6.loss_dice": 0.7122664362192154, "decode.d7.loss_cls": 0.3349284566938877, "decode.d7.loss_mask": 0.5531953245401382, "decode.d7.loss_dice": 0.7214781433343888, "decode.d8.loss_cls": 0.3689452148973942, "decode.d8.loss_mask": 0.5390854388475418, "decode.d8.loss_dice": 0.7109242022037506, "time": 0.5331745147705078, "memory": 7259, "step": 123750}
{"lr": 2.625017312473234e-06, "data_time": 0.00940394401550293, "grad_norm": 120.06241455078126, "loss": 19.94523401260376, "decode.loss_cls": 0.4213474839925766, "decode.loss_mask": 0.5923996895551682, "decode.loss_dice": 0.7271525472402572, "decode.d0.loss_cls": 1.9958662390708923, "decode.d0.loss_mask": 0.6601114064455033, "decode.d0.loss_dice": 0.8469427555799485, "decode.d1.loss_cls": 0.568477313220501, "decode.d1.loss_mask": 0.6297548949718476, "decode.d1.loss_dice": 0.8193994760513306, "decode.d2.loss_cls": 0.6359927207231522, "decode.d2.loss_mask": 0.5826387345790863, "decode.d2.loss_dice": 0.7466083109378815, "decode.d3.loss_cls": 0.5298314079642296, "decode.d3.loss_mask": 0.5728944957256317, "decode.d3.loss_dice": 0.7203177332878112, "decode.d4.loss_cls": 0.5057327933609486, "decode.d4.loss_mask": 0.5756448298692703, "decode.d4.loss_dice": 0.7343947172164917, "decode.d5.loss_cls": 0.48331555128097536, "decode.d5.loss_mask": 0.5864798128604889, "decode.d5.loss_dice": 0.7263911902904511, "decode.d6.loss_cls": 0.47691012024879453, "decode.d6.loss_mask": 0.5926361411809922, "decode.d6.loss_dice": 0.7162034273147583, "decode.d7.loss_cls": 0.43874640874564647, "decode.d7.loss_mask": 0.5828985959291458, "decode.d7.loss_dice": 0.728357458114624, "decode.d8.loss_cls": 0.44165914729237554, "decode.d8.loss_mask": 0.5914681494235993, "decode.d8.loss_dice": 0.7146594613790512, "time": 0.5339737415313721, "memory": 7253, "step": 123800}
{"lr": 2.6217539439358456e-06, "data_time": 0.00947558879852295, "grad_norm": 85.59159774780274, "loss": 21.335672760009764, "decode.loss_cls": 0.27348724454641343, "decode.loss_mask": 0.6592686235904693, "decode.loss_dice": 0.9586063295602798, "decode.d0.loss_cls": 1.9162896156311036, "decode.d0.loss_mask": 0.7424539178609848, "decode.d0.loss_dice": 1.0675895124673844, "decode.d1.loss_cls": 0.5034614980220795, "decode.d1.loss_mask": 0.6669603988528252, "decode.d1.loss_dice": 1.0285930335521698, "decode.d2.loss_cls": 0.33343312218785287, "decode.d2.loss_mask": 0.6809020787477493, "decode.d2.loss_dice": 0.9965225756168365, "decode.d3.loss_cls": 0.29613970816135404, "decode.d3.loss_mask": 0.6743233054876328, "decode.d3.loss_dice": 0.9875817775726319, "decode.d4.loss_cls": 0.28305974155664443, "decode.d4.loss_mask": 0.6787666976451874, "decode.d4.loss_dice": 0.9980256110429764, "decode.d5.loss_cls": 0.27094310224056245, "decode.d5.loss_mask": 0.666146633028984, "decode.d5.loss_dice": 0.9783671379089356, "decode.d6.loss_cls": 0.29888546988368037, "decode.d6.loss_mask": 0.6665248900651932, "decode.d6.loss_dice": 0.9375823825597763, "decode.d7.loss_cls": 0.29070925116539004, "decode.d7.loss_mask": 0.6491307824850082, "decode.d7.loss_dice": 0.9552509188652039, "decode.d8.loss_cls": 0.27281189039349557, "decode.d8.loss_mask": 0.6466667637228966, "decode.d8.loss_dice": 0.9571885704994202, "time": 0.5359269380569458, "memory": 7242, "step": 123850}
{"lr": 2.618490124002146e-06, "data_time": 0.009332036972045899, "grad_norm": 106.8043113708496, "loss": 20.32888779640198, "decode.loss_cls": 0.3727973558008671, "decode.loss_mask": 0.5162564530968666, "decode.loss_dice": 0.8939465090632439, "decode.d0.loss_cls": 2.0006720185279847, "decode.d0.loss_mask": 0.6191427379846572, "decode.d0.loss_dice": 1.0684595823287963, "decode.d1.loss_cls": 0.48651022985577586, "decode.d1.loss_mask": 0.5814978063106537, "decode.d1.loss_dice": 0.9576832264661789, "decode.d2.loss_cls": 0.4135627903044224, "decode.d2.loss_mask": 0.5632381469011307, "decode.d2.loss_dice": 0.9325342461466789, "decode.d3.loss_cls": 0.4331243120133877, "decode.d3.loss_mask": 0.5531072691082954, "decode.d3.loss_dice": 0.8813176944851875, "decode.d4.loss_cls": 0.36700656041502955, "decode.d4.loss_mask": 0.5471602663397789, "decode.d4.loss_dice": 0.9062015697360039, "decode.d5.loss_cls": 0.3958082854747772, "decode.d5.loss_mask": 0.5521894812583923, "decode.d5.loss_dice": 0.8934722423553467, "decode.d6.loss_cls": 0.35763235166668894, "decode.d6.loss_mask": 0.5437147051095963, "decode.d6.loss_dice": 0.9063783034682273, "decode.d7.loss_cls": 0.3560458026826382, "decode.d7.loss_mask": 0.5459979936480522, "decode.d7.loss_dice": 0.9109799712896347, "decode.d8.loss_cls": 0.34814902395009995, "decode.d8.loss_mask": 0.5416821375489235, "decode.d8.loss_dice": 0.8826196014881134, "time": 0.5362020969390869, "memory": 7189, "step": 123900}
{"lr": 2.615225851984367e-06, "data_time": 0.00930798053741455, "grad_norm": 90.98395462036133, "loss": 19.165456295013428, "decode.loss_cls": 0.3816053465008736, "decode.loss_mask": 0.5289241731166839, "decode.loss_dice": 0.801511237025261, "decode.d0.loss_cls": 2.022798788547516, "decode.d0.loss_mask": 0.5812385380268097, "decode.d0.loss_dice": 0.9315480053424835, "decode.d1.loss_cls": 0.4730925768613815, "decode.d1.loss_mask": 0.5590283006429673, "decode.d1.loss_dice": 0.9051621705293655, "decode.d2.loss_cls": 0.4468397110700607, "decode.d2.loss_mask": 0.5408609002828598, "decode.d2.loss_dice": 0.8291499823331833, "decode.d3.loss_cls": 0.42255042493343353, "decode.d3.loss_mask": 0.5326329886913299, "decode.d3.loss_dice": 0.792852233350277, "decode.d4.loss_cls": 0.38888619244098666, "decode.d4.loss_mask": 0.5070150315761566, "decode.d4.loss_dice": 0.7728074714541435, "decode.d5.loss_cls": 0.36018314510583876, "decode.d5.loss_mask": 0.5003224372863769, "decode.d5.loss_dice": 0.780040992796421, "decode.d6.loss_cls": 0.3899873152375221, "decode.d6.loss_mask": 0.5190699398517609, "decode.d6.loss_dice": 0.8106310963630676, "decode.d7.loss_cls": 0.3700096070766449, "decode.d7.loss_mask": 0.5176429316401482, "decode.d7.loss_dice": 0.803414249420166, "decode.d8.loss_cls": 0.3461868941783905, "decode.d8.loss_mask": 0.5176036939024925, "decode.d8.loss_dice": 0.8318598851561546, "time": 0.5321371793746948, "memory": 7233, "step": 123950}
{"lr": 2.6119611271927303e-06, "data_time": 0.00949552059173584, "grad_norm": 91.96746635437012, "loss": 21.649093532562254, "decode.loss_cls": 0.39388436563313006, "decode.loss_mask": 0.6579465568065643, "decode.loss_dice": 0.8672653347253799, "decode.d0.loss_cls": 2.090175759792328, "decode.d0.loss_mask": 0.7585122257471084, "decode.d0.loss_dice": 1.0430779874324798, "decode.d1.loss_cls": 0.5811009936034679, "decode.d1.loss_mask": 0.684476888179779, "decode.d1.loss_dice": 0.9387840509414673, "decode.d2.loss_cls": 0.5213065199553967, "decode.d2.loss_mask": 0.6615041732788086, "decode.d2.loss_dice": 0.8989286690950393, "decode.d3.loss_cls": 0.4748170077800751, "decode.d3.loss_mask": 0.6548417389392853, "decode.d3.loss_dice": 0.8660252034664154, "decode.d4.loss_cls": 0.4585333108901978, "decode.d4.loss_mask": 0.6467142254114151, "decode.d4.loss_dice": 0.8532466679811478, "decode.d5.loss_cls": 0.41395509950816634, "decode.d5.loss_mask": 0.6400489866733551, "decode.d5.loss_dice": 0.8489629238843918, "decode.d6.loss_cls": 0.40405005887150763, "decode.d6.loss_mask": 0.6458056271076202, "decode.d6.loss_dice": 0.8409364521503448, "decode.d7.loss_cls": 0.3815251838415861, "decode.d7.loss_mask": 0.6417335033416748, "decode.d7.loss_dice": 0.8554147243499756, "decode.d8.loss_cls": 0.3707114104181528, "decode.d8.loss_mask": 0.6849098265171051, "decode.d8.loss_dice": 0.8698982387781143, "time": 0.5343085050582885, "memory": 7205, "step": 124000}
{"lr": 2.608695948935455e-06, "data_time": 0.009399700164794921, "grad_norm": 88.85057830810547, "loss": 19.1267333984375, "decode.loss_cls": 0.310051891207695, "decode.loss_mask": 0.6015673279762268, "decode.loss_dice": 0.7799443989992142, "decode.d0.loss_cls": 1.6357457041740417, "decode.d0.loss_mask": 0.6782052725553512, "decode.d0.loss_dice": 0.987835830450058, "decode.d1.loss_cls": 0.4548791155219078, "decode.d1.loss_mask": 0.6216699600219726, "decode.d1.loss_dice": 0.8592511177062988, "decode.d2.loss_cls": 0.4179693326354027, "decode.d2.loss_mask": 0.6054321825504303, "decode.d2.loss_dice": 0.8434073686599731, "decode.d3.loss_cls": 0.3449082046747208, "decode.d3.loss_mask": 0.6224735826253891, "decode.d3.loss_dice": 0.8491992592811585, "decode.d4.loss_cls": 0.30305534303188325, "decode.d4.loss_mask": 0.6071938425302505, "decode.d4.loss_dice": 0.8114765167236329, "decode.d5.loss_cls": 0.3135669693350792, "decode.d5.loss_mask": 0.6040196716785431, "decode.d5.loss_dice": 0.8192482173442841, "decode.d6.loss_cls": 0.2956376880407333, "decode.d6.loss_mask": 0.610787233710289, "decode.d6.loss_dice": 0.7900538295507431, "decode.d7.loss_cls": 0.2799975901842117, "decode.d7.loss_mask": 0.6082545518875122, "decode.d7.loss_dice": 0.8102939039468765, "decode.d8.loss_cls": 0.2630499370396137, "decode.d8.loss_mask": 0.6007554084062576, "decode.d8.loss_dice": 0.7968017488718033, "time": 0.560207462310791, "memory": 7225, "step": 124050}
{"lr": 2.6054303165187276e-06, "data_time": 0.009190225601196289, "grad_norm": 103.73006057739258, "loss": 21.092646837234497, "decode.loss_cls": 0.43925296142697334, "decode.loss_mask": 0.6103943228721619, "decode.loss_dice": 0.8456217318773269, "decode.d0.loss_cls": 1.8954928994178772, "decode.d0.loss_mask": 0.6686969608068466, "decode.d0.loss_dice": 1.0440359234809875, "decode.d1.loss_cls": 0.6100282374769449, "decode.d1.loss_mask": 0.6320668399333954, "decode.d1.loss_dice": 0.909176054596901, "decode.d2.loss_cls": 0.4820129305124283, "decode.d2.loss_mask": 0.6342322677373886, "decode.d2.loss_dice": 0.8927783146500587, "decode.d3.loss_cls": 0.42223844304680824, "decode.d3.loss_mask": 0.6131344437599182, "decode.d3.loss_dice": 0.874347448348999, "decode.d4.loss_cls": 0.45510111562907696, "decode.d4.loss_mask": 0.6138405054807663, "decode.d4.loss_dice": 0.8758659213781357, "decode.d5.loss_cls": 0.44380442071706055, "decode.d5.loss_mask": 0.616557440161705, "decode.d5.loss_dice": 0.8618755340576172, "decode.d6.loss_cls": 0.4008973415941, "decode.d6.loss_mask": 0.6111190706491471, "decode.d6.loss_dice": 0.8685490727424622, "decode.d7.loss_cls": 0.4156321479007602, "decode.d7.loss_mask": 0.6275182902812958, "decode.d7.loss_dice": 0.8571807518601418, "decode.d8.loss_cls": 0.38415539134293797, "decode.d8.loss_mask": 0.6088747978210449, "decode.d8.loss_dice": 0.8781659603118896, "time": 0.5332821607589722, "memory": 7306, "step": 124100}
{"lr": 2.602164229246716e-06, "data_time": 0.009540677070617676, "grad_norm": 82.28918838500977, "loss": 20.903545808792114, "decode.loss_cls": 0.39171282351017, "decode.loss_mask": 0.558472502231598, "decode.loss_dice": 0.8713127091526985, "decode.d0.loss_cls": 1.9962695598602296, "decode.d0.loss_mask": 0.625460547208786, "decode.d0.loss_dice": 1.0765609055757523, "decode.d1.loss_cls": 0.6535582333803177, "decode.d1.loss_mask": 0.6175335422158241, "decode.d1.loss_dice": 0.9986466288566589, "decode.d2.loss_cls": 0.47624107748270034, "decode.d2.loss_mask": 0.5749165788292885, "decode.d2.loss_dice": 0.9379798397421837, "decode.d3.loss_cls": 0.3760721042752266, "decode.d3.loss_mask": 0.5730233877897263, "decode.d3.loss_dice": 0.9098299905657768, "decode.d4.loss_cls": 0.4374625600874424, "decode.d4.loss_mask": 0.566587184369564, "decode.d4.loss_dice": 0.9073677003383637, "decode.d5.loss_cls": 0.4130360960960388, "decode.d5.loss_mask": 0.5697384640574455, "decode.d5.loss_dice": 0.9121957913041114, "decode.d6.loss_cls": 0.38388325497508047, "decode.d6.loss_mask": 0.5579098433256149, "decode.d6.loss_dice": 0.8760519802570343, "decode.d7.loss_cls": 0.3839366301894188, "decode.d7.loss_mask": 0.5571459189057351, "decode.d7.loss_dice": 0.8900745138525963, "decode.d8.loss_cls": 0.3543150156736374, "decode.d8.loss_mask": 0.5655858531594277, "decode.d8.loss_dice": 0.8906640186905861, "time": 0.5358860492706299, "memory": 7219, "step": 124150}
{"lr": 2.5988976864215455e-06, "data_time": 0.009318375587463379, "grad_norm": 115.43999443054199, "loss": 17.359997606277467, "decode.loss_cls": 0.2806406211107969, "decode.loss_mask": 0.4946795888245106, "decode.loss_dice": 0.7252493076026439, "decode.d0.loss_cls": 1.8300800800323487, "decode.d0.loss_mask": 0.5233261324465275, "decode.d0.loss_dice": 0.8349682174623012, "decode.d1.loss_cls": 0.4450138621032238, "decode.d1.loss_mask": 0.5267486914992332, "decode.d1.loss_dice": 0.7726515389978885, "decode.d2.loss_cls": 0.3578983977437019, "decode.d2.loss_mask": 0.519689467549324, "decode.d2.loss_dice": 0.7741357520222664, "decode.d3.loss_cls": 0.35641904920339584, "decode.d3.loss_mask": 0.4990344502031803, "decode.d3.loss_dice": 0.7689538769423961, "decode.d4.loss_cls": 0.29275104627013204, "decode.d4.loss_mask": 0.5089982703328133, "decode.d4.loss_dice": 0.7473467119038105, "decode.d5.loss_cls": 0.31636903434991837, "decode.d5.loss_mask": 0.5025546625256538, "decode.d5.loss_dice": 0.7397034592926502, "decode.d6.loss_cls": 0.3010597389191389, "decode.d6.loss_mask": 0.4929267093539238, "decode.d6.loss_dice": 0.728742728382349, "decode.d7.loss_cls": 0.328581178933382, "decode.d7.loss_mask": 0.4912093684077263, "decode.d7.loss_dice": 0.7182995416224003, "decode.d8.loss_cls": 0.25677449367940425, "decode.d8.loss_mask": 0.5049664430320263, "decode.d8.loss_dice": 0.720224579423666, "time": 0.5348045349121093, "memory": 7254, "step": 124200}
{"lr": 2.595630687343293e-06, "data_time": 0.009272265434265136, "grad_norm": 85.21921463012696, "loss": 22.968324851989745, "decode.loss_cls": 0.47770847715437414, "decode.loss_mask": 0.6088707089424134, "decode.loss_dice": 0.9410356789827347, "decode.d0.loss_cls": 2.212202787399292, "decode.d0.loss_mask": 0.6625119239091873, "decode.d0.loss_dice": 1.0448963165283203, "decode.d1.loss_cls": 0.6972743049263954, "decode.d1.loss_mask": 0.6427027344703674, "decode.d1.loss_dice": 1.0046042770147323, "decode.d2.loss_cls": 0.5941226176917553, "decode.d2.loss_mask": 0.6320229858160019, "decode.d2.loss_dice": 1.0115014970302583, "decode.d3.loss_cls": 0.5672600172460079, "decode.d3.loss_mask": 0.6102249801158905, "decode.d3.loss_dice": 0.9627276450395584, "decode.d4.loss_cls": 0.5298347648233175, "decode.d4.loss_mask": 0.615854161977768, "decode.d4.loss_dice": 0.9828179359436036, "decode.d5.loss_cls": 0.5079231660813093, "decode.d5.loss_mask": 0.623898959159851, "decode.d5.loss_dice": 0.9722711414098739, "decode.d6.loss_cls": 0.46996465772390367, "decode.d6.loss_mask": 0.6075375288724899, "decode.d6.loss_dice": 0.9526014864444733, "decode.d7.loss_cls": 0.4548712972551584, "decode.d7.loss_mask": 0.6131789714097977, "decode.d7.loss_dice": 0.9445856958627701, "decode.d8.loss_cls": 0.46522931195795536, "decode.d8.loss_mask": 0.6163537919521331, "decode.d8.loss_dice": 0.9417345941066741, "time": 0.5352065086364746, "memory": 7197, "step": 124250}
{"lr": 2.5923632313099807e-06, "data_time": 0.009429264068603515, "grad_norm": 87.42621078491212, "loss": 19.448386573791502, "decode.loss_cls": 0.4214308701455593, "decode.loss_mask": 0.5527963787317276, "decode.loss_dice": 0.7581963196396828, "decode.d0.loss_cls": 1.7551339745521546, "decode.d0.loss_mask": 0.6063180983066558, "decode.d0.loss_dice": 0.9036096915602684, "decode.d1.loss_cls": 0.5866336822509766, "decode.d1.loss_mask": 0.5975177749991417, "decode.d1.loss_dice": 0.8530160337686539, "decode.d2.loss_cls": 0.5434720613062382, "decode.d2.loss_mask": 0.5807196378707886, "decode.d2.loss_dice": 0.7995393216609955, "decode.d3.loss_cls": 0.5250466912984848, "decode.d3.loss_mask": 0.5581557273864746, "decode.d3.loss_dice": 0.7695057779550553, "decode.d4.loss_cls": 0.4694365859031677, "decode.d4.loss_mask": 0.5469359189271927, "decode.d4.loss_dice": 0.7580427214503288, "decode.d5.loss_cls": 0.4250738091766834, "decode.d5.loss_mask": 0.5493545889854431, "decode.d5.loss_dice": 0.7473480060696602, "decode.d6.loss_cls": 0.4181117154657841, "decode.d6.loss_mask": 0.5452237099409103, "decode.d6.loss_dice": 0.7555334597826004, "decode.d7.loss_cls": 0.3926613062620163, "decode.d7.loss_mask": 0.5484054043889046, "decode.d7.loss_dice": 0.7592732667922973, "decode.d8.loss_cls": 0.40763446167111395, "decode.d8.loss_mask": 0.5526538878679276, "decode.d8.loss_dice": 0.7616062939167023, "time": 0.5345315217971802, "memory": 7254, "step": 124300}
{"lr": 2.589095317617569e-06, "data_time": 0.009445643424987793, "grad_norm": 86.85387802124023, "loss": 26.559704875946046, "decode.loss_cls": 0.5166197750717402, "decode.loss_mask": 0.7612704426050186, "decode.loss_dice": 1.1227367758750915, "decode.d0.loss_cls": 1.9378435850143432, "decode.d0.loss_mask": 0.8243649393320084, "decode.d0.loss_dice": 1.2725140631198884, "decode.d1.loss_cls": 0.672881218791008, "decode.d1.loss_mask": 0.7758286416530609, "decode.d1.loss_dice": 1.2445561051368714, "decode.d2.loss_cls": 0.6525380209088325, "decode.d2.loss_mask": 0.7645105063915253, "decode.d2.loss_dice": 1.1819756001234054, "decode.d3.loss_cls": 0.6123599119484424, "decode.d3.loss_mask": 0.7415873080492019, "decode.d3.loss_dice": 1.1519695550203324, "decode.d4.loss_cls": 0.6122020680457354, "decode.d4.loss_mask": 0.7438404649496079, "decode.d4.loss_dice": 1.1612001836299897, "decode.d5.loss_cls": 0.5551990553736686, "decode.d5.loss_mask": 0.7358362555503846, "decode.d5.loss_dice": 1.1641998529434203, "decode.d6.loss_cls": 0.5574198864400387, "decode.d6.loss_mask": 0.7610993176698685, "decode.d6.loss_dice": 1.161895963549614, "decode.d7.loss_cls": 0.5619906790554523, "decode.d7.loss_mask": 0.755118441581726, "decode.d7.loss_dice": 1.116673019528389, "decode.d8.loss_cls": 0.6065643660724163, "decode.d8.loss_mask": 0.7323889881372452, "decode.d8.loss_dice": 1.1005210995674133, "time": 0.5362568855285644, "memory": 7207, "step": 124350}
{"lr": 2.585826945559941e-06, "data_time": 0.009341239929199219, "grad_norm": 91.52680549621581, "loss": 15.277944993972778, "decode.loss_cls": 0.3072211641818285, "decode.loss_mask": 0.3645970419049263, "decode.loss_dice": 0.6062619432806968, "decode.d0.loss_cls": 1.81912140250206, "decode.d0.loss_mask": 0.45861376374959945, "decode.d0.loss_dice": 0.7525822222232819, "decode.d1.loss_cls": 0.4560773953795433, "decode.d1.loss_mask": 0.38521367162466047, "decode.d1.loss_dice": 0.6659865990281105, "decode.d2.loss_cls": 0.37809077501296995, "decode.d2.loss_mask": 0.38256566077470777, "decode.d2.loss_dice": 0.6611234314739705, "decode.d3.loss_cls": 0.3795137394219637, "decode.d3.loss_mask": 0.3637154623866081, "decode.d3.loss_dice": 0.6246097132563591, "decode.d4.loss_cls": 0.37539425641298296, "decode.d4.loss_mask": 0.35653951317071914, "decode.d4.loss_dice": 0.6105491138994694, "decode.d5.loss_cls": 0.3894563879817724, "decode.d5.loss_mask": 0.36171537190675734, "decode.d5.loss_dice": 0.6349516429007054, "decode.d6.loss_cls": 0.337385218963027, "decode.d6.loss_mask": 0.3633226901292801, "decode.d6.loss_dice": 0.6175511978566647, "decode.d7.loss_cls": 0.3249178990721703, "decode.d7.loss_mask": 0.3686311572790146, "decode.d7.loss_dice": 0.623955025523901, "decode.d8.loss_cls": 0.31439195163547995, "decode.d8.loss_mask": 0.37531466484069825, "decode.d8.loss_dice": 0.6185750864446163, "time": 0.536776852607727, "memory": 7234, "step": 124400}
{"lr": 2.5825581144288976e-06, "data_time": 0.009431672096252442, "grad_norm": 105.51388473510742, "loss": 24.63829574584961, "decode.loss_cls": 0.43512344025075433, "decode.loss_mask": 0.7027520596981048, "decode.loss_dice": 1.0389499902725219, "decode.d0.loss_cls": 1.9866853415966035, "decode.d0.loss_mask": 0.7701252579689026, "decode.d0.loss_dice": 1.2460191309452058, "decode.d1.loss_cls": 0.6164864227175713, "decode.d1.loss_mask": 0.790590700507164, "decode.d1.loss_dice": 1.1092196464538575, "decode.d2.loss_cls": 0.5603490874171257, "decode.d2.loss_mask": 0.7890120089054108, "decode.d2.loss_dice": 1.0968070119619369, "decode.d3.loss_cls": 0.5129589222371578, "decode.d3.loss_mask": 0.7316016405820847, "decode.d3.loss_dice": 1.046456590294838, "decode.d4.loss_cls": 0.531606738269329, "decode.d4.loss_mask": 0.7346705019474029, "decode.d4.loss_dice": 1.0650966048240662, "decode.d5.loss_cls": 0.4858031563460827, "decode.d5.loss_mask": 0.730852022767067, "decode.d5.loss_dice": 1.0757575154304504, "decode.d6.loss_cls": 0.4437449976801872, "decode.d6.loss_mask": 0.7279030472040177, "decode.d6.loss_dice": 1.0426539808511734, "decode.d7.loss_cls": 0.46249440461397173, "decode.d7.loss_mask": 0.7059516608715057, "decode.d7.loss_dice": 1.0291112542152405, "decode.d8.loss_cls": 0.46341281309723853, "decode.d8.loss_mask": 0.6932300060987473, "decode.d8.loss_dice": 1.012870079278946, "time": 0.5332453966140747, "memory": 7243, "step": 124450}
{"lr": 2.579288823514147e-06, "data_time": 0.009371423721313476, "grad_norm": 86.72960586547852, "loss": 22.79551362991333, "decode.loss_cls": 0.47112569622695444, "decode.loss_mask": 0.6167154848575592, "decode.loss_dice": 0.8674784362316131, "decode.d0.loss_cls": 2.4241873145103456, "decode.d0.loss_mask": 0.6823186874389648, "decode.d0.loss_dice": 1.1098718166351318, "decode.d1.loss_cls": 0.7843720480799675, "decode.d1.loss_mask": 0.6423955827951431, "decode.d1.loss_dice": 0.9509896636009216, "decode.d2.loss_cls": 0.5719319075345993, "decode.d2.loss_mask": 0.6247617959976196, "decode.d2.loss_dice": 0.9238203883171081, "decode.d3.loss_cls": 0.5160022363066673, "decode.d3.loss_mask": 0.6274678885936738, "decode.d3.loss_dice": 0.8936879217624665, "decode.d4.loss_cls": 0.48583046421408654, "decode.d4.loss_mask": 0.6165797114372253, "decode.d4.loss_dice": 0.8718525141477584, "decode.d5.loss_cls": 0.5412238325923682, "decode.d5.loss_mask": 0.6244391709566116, "decode.d5.loss_dice": 0.9129414319992065, "decode.d6.loss_cls": 0.5024315625429153, "decode.d6.loss_mask": 0.627944928407669, "decode.d6.loss_dice": 0.867266196012497, "decode.d7.loss_cls": 0.4956186696887016, "decode.d7.loss_mask": 0.6370312690734863, "decode.d7.loss_dice": 0.8833368182182312, "decode.d8.loss_cls": 0.4933693826198578, "decode.d8.loss_mask": 0.6344775080680847, "decode.d8.loss_dice": 0.8940439969301224, "time": 0.5625534772872924, "memory": 7204, "step": 124500}
{"lr": 2.5760190721032988e-06, "data_time": 0.009657859802246094, "grad_norm": 103.88037109375, "loss": 22.511348533630372, "decode.loss_cls": 0.597570213675499, "decode.loss_mask": 0.5903322458267212, "decode.loss_dice": 0.8808968782424926, "decode.d0.loss_cls": 1.691331648826599, "decode.d0.loss_mask": 0.704854416847229, "decode.d0.loss_dice": 1.118932956457138, "decode.d1.loss_cls": 0.7611391708254814, "decode.d1.loss_mask": 0.6806110382080078, "decode.d1.loss_dice": 1.0356148302555084, "decode.d2.loss_cls": 0.6393067672848701, "decode.d2.loss_mask": 0.6455554679036141, "decode.d2.loss_dice": 0.9772213459014892, "decode.d3.loss_cls": 0.566030316054821, "decode.d3.loss_mask": 0.6331730514764786, "decode.d3.loss_dice": 0.9097449302673339, "decode.d4.loss_cls": 0.5315304562449455, "decode.d4.loss_mask": 0.6182013869285583, "decode.d4.loss_dice": 0.912699943780899, "decode.d5.loss_cls": 0.46872949302196504, "decode.d5.loss_mask": 0.6094414994120598, "decode.d5.loss_dice": 0.9143738567829132, "decode.d6.loss_cls": 0.4997425854206085, "decode.d6.loss_mask": 0.6077265426516533, "decode.d6.loss_dice": 0.9137776792049408, "decode.d7.loss_cls": 0.532005475461483, "decode.d7.loss_mask": 0.6062238290905952, "decode.d7.loss_dice": 0.8997857868671417, "decode.d8.loss_cls": 0.4719924792647362, "decode.d8.loss_mask": 0.5880845263600349, "decode.d8.loss_dice": 0.904718142747879, "time": 0.5583723306655883, "memory": 7266, "step": 124550}
{"lr": 2.5727488594818527e-06, "data_time": 0.009312772750854492, "grad_norm": 89.69245986938476, "loss": 18.104724407196045, "decode.loss_cls": 0.4300128612667322, "decode.loss_mask": 0.4662246540188789, "decode.loss_dice": 0.6720827206969261, "decode.d0.loss_cls": 2.056343162059784, "decode.d0.loss_mask": 0.5206341072916985, "decode.d0.loss_dice": 0.7652307778596878, "decode.d1.loss_cls": 0.5946902871131897, "decode.d1.loss_mask": 0.4813622534275055, "decode.d1.loss_dice": 0.7234125554561615, "decode.d2.loss_cls": 0.5051567293703556, "decode.d2.loss_mask": 0.46303731948137283, "decode.d2.loss_dice": 0.7134285941720009, "decode.d3.loss_cls": 0.5209265314042568, "decode.d3.loss_mask": 0.46728589832782746, "decode.d3.loss_dice": 0.6738115593791008, "decode.d4.loss_cls": 0.4482106022536755, "decode.d4.loss_mask": 0.4686350256204605, "decode.d4.loss_dice": 0.6982505306601524, "decode.d5.loss_cls": 0.5165751650929451, "decode.d5.loss_mask": 0.475808747112751, "decode.d5.loss_dice": 0.6806327536702156, "decode.d6.loss_cls": 0.5065946184098721, "decode.d6.loss_mask": 0.48256281316280364, "decode.d6.loss_dice": 0.6503195330500603, "decode.d7.loss_cls": 0.42923456728458403, "decode.d7.loss_mask": 0.4777156859636307, "decode.d7.loss_dice": 0.65226431787014, "decode.d8.loss_cls": 0.4098180443048477, "decode.d8.loss_mask": 0.4670469343662262, "decode.d8.loss_dice": 0.6874155253171921, "time": 0.5606636762619018, "memory": 7201, "step": 124600}
{"lr": 2.569478184933184e-06, "data_time": 0.009347987174987794, "grad_norm": 97.86940994262696, "loss": 15.525690841674805, "decode.loss_cls": 0.2674160867929459, "decode.loss_mask": 0.4045172430574894, "decode.loss_dice": 0.6317210495471954, "decode.d0.loss_cls": 1.7733801543712615, "decode.d0.loss_mask": 0.44165605679154396, "decode.d0.loss_dice": 0.753958573937416, "decode.d1.loss_cls": 0.4510857753455639, "decode.d1.loss_mask": 0.421762964874506, "decode.d1.loss_dice": 0.709481991827488, "decode.d2.loss_cls": 0.453067996352911, "decode.d2.loss_mask": 0.4026362158358097, "decode.d2.loss_dice": 0.6819503128528595, "decode.d3.loss_cls": 0.3453447885811329, "decode.d3.loss_mask": 0.4043409027159214, "decode.d3.loss_dice": 0.6501661136746406, "decode.d4.loss_cls": 0.3074148178100586, "decode.d4.loss_mask": 0.4108501195907593, "decode.d4.loss_dice": 0.6459222167730332, "decode.d5.loss_cls": 0.30821443498134615, "decode.d5.loss_mask": 0.3959204010665417, "decode.d5.loss_dice": 0.6276380762457847, "decode.d6.loss_cls": 0.4152142245322466, "decode.d6.loss_mask": 0.3894514173269272, "decode.d6.loss_dice": 0.6038541525602341, "decode.d7.loss_cls": 0.3219723358750343, "decode.d7.loss_mask": 0.3916011929512024, "decode.d7.loss_dice": 0.6233251512050628, "decode.d8.loss_cls": 0.24649752117693424, "decode.d8.loss_mask": 0.40556175336241723, "decode.d8.loss_dice": 0.6397669807076454, "time": 0.5329833269119263, "memory": 7255, "step": 124650}
{"lr": 2.5662070477385466e-06, "data_time": 0.009359955787658691, "grad_norm": 93.4993911743164, "loss": 21.074508094787596, "decode.loss_cls": 0.3243981786072254, "decode.loss_mask": 0.5621461614966392, "decode.loss_dice": 0.8838814973831177, "decode.d0.loss_cls": 2.2559831619262694, "decode.d0.loss_mask": 0.6881640270352364, "decode.d0.loss_dice": 1.0600880056619644, "decode.d1.loss_cls": 0.5932748466730118, "decode.d1.loss_mask": 0.6343640640377999, "decode.d1.loss_dice": 0.9855861634016037, "decode.d2.loss_cls": 0.47054795920848846, "decode.d2.loss_mask": 0.6088131129741668, "decode.d2.loss_dice": 0.9347972691059112, "decode.d3.loss_cls": 0.4464960992336273, "decode.d3.loss_mask": 0.5840020716190338, "decode.d3.loss_dice": 0.8957525968551636, "decode.d4.loss_cls": 0.42410020977258683, "decode.d4.loss_mask": 0.5682146951556206, "decode.d4.loss_dice": 0.8963030338287353, "decode.d5.loss_cls": 0.366243676841259, "decode.d5.loss_mask": 0.5789670318365097, "decode.d5.loss_dice": 0.9178358048200608, "decode.d6.loss_cls": 0.3849447749555111, "decode.d6.loss_mask": 0.5597113087773323, "decode.d6.loss_dice": 0.88376285135746, "decode.d7.loss_cls": 0.3140946261584759, "decode.d7.loss_mask": 0.5654394641518593, "decode.d7.loss_dice": 0.8960129648447037, "decode.d8.loss_cls": 0.32172449454665186, "decode.d8.loss_mask": 0.5675159990787506, "decode.d8.loss_dice": 0.9013411968946456, "time": 0.5357293128967285, "memory": 7230, "step": 124700}
{"lr": 2.5629354471770515e-06, "data_time": 0.0093994140625, "grad_norm": 91.85160484313965, "loss": 22.41457748413086, "decode.loss_cls": 0.27724642753601075, "decode.loss_mask": 0.6896849244832992, "decode.loss_dice": 1.0020894348621368, "decode.d0.loss_cls": 1.9034073114395142, "decode.d0.loss_mask": 0.7763647407293319, "decode.d0.loss_dice": 1.1418377876281738, "decode.d1.loss_cls": 0.47112655490636823, "decode.d1.loss_mask": 0.722629290819168, "decode.d1.loss_dice": 1.054738163948059, "decode.d2.loss_cls": 0.42814853936433794, "decode.d2.loss_mask": 0.706465083360672, "decode.d2.loss_dice": 1.035746681690216, "decode.d3.loss_cls": 0.3442440427839756, "decode.d3.loss_mask": 0.6914613306522369, "decode.d3.loss_dice": 1.0183494091033936, "decode.d4.loss_cls": 0.3039826966822147, "decode.d4.loss_mask": 0.702870562672615, "decode.d4.loss_dice": 1.032055711746216, "decode.d5.loss_cls": 0.297079748660326, "decode.d5.loss_mask": 0.6959715574979782, "decode.d5.loss_dice": 1.039338630437851, "decode.d6.loss_cls": 0.32246641367673873, "decode.d6.loss_mask": 0.6955006271600723, "decode.d6.loss_dice": 1.0191147685050965, "decode.d7.loss_cls": 0.3164906673133373, "decode.d7.loss_mask": 0.6854827105998993, "decode.d7.loss_dice": 1.0133063793182373, "decode.d8.loss_cls": 0.3233965389430523, "decode.d8.loss_mask": 0.6881625801324844, "decode.d8.loss_dice": 1.0158181548118592, "time": 0.533025074005127, "memory": 7254, "step": 124750}
{"lr": 2.559663382525662e-06, "data_time": 0.009466719627380372, "grad_norm": 80.52017974853516, "loss": 21.867580318450926, "decode.loss_cls": 0.3602718338370323, "decode.loss_mask": 0.6769160330295563, "decode.loss_dice": 0.8588483706116676, "decode.d0.loss_cls": 2.1524828672409058, "decode.d0.loss_mask": 0.7347354263067245, "decode.d0.loss_dice": 0.9692691832780838, "decode.d1.loss_cls": 0.636386838555336, "decode.d1.loss_mask": 0.7387195378541946, "decode.d1.loss_dice": 0.9197089552879334, "decode.d2.loss_cls": 0.5392014287412167, "decode.d2.loss_mask": 0.7093393623828887, "decode.d2.loss_dice": 0.8863261848688125, "decode.d3.loss_cls": 0.5047589294612408, "decode.d3.loss_mask": 0.6875458836555481, "decode.d3.loss_dice": 0.8593108877539635, "decode.d4.loss_cls": 0.4520236074924469, "decode.d4.loss_mask": 0.6758528798818588, "decode.d4.loss_dice": 0.8386748477816581, "decode.d5.loss_cls": 0.46830634996294973, "decode.d5.loss_mask": 0.6763599336147308, "decode.d5.loss_dice": 0.8412932962179184, "decode.d6.loss_cls": 0.41183094009757043, "decode.d6.loss_mask": 0.6729848414659501, "decode.d6.loss_dice": 0.8401487439870834, "decode.d7.loss_cls": 0.36867198795080186, "decode.d7.loss_mask": 0.6753085523843765, "decode.d7.loss_dice": 0.844116622209549, "decode.d8.loss_cls": 0.33345420509576795, "decode.d8.loss_mask": 0.6746287167072296, "decode.d8.loss_dice": 0.8601032793521881, "time": 0.5345593452453613, "memory": 7190, "step": 124800}
{"lr": 2.5563908530591872e-06, "data_time": 0.00951988697052002, "grad_norm": 92.54932250976563, "loss": 25.107077884674073, "decode.loss_cls": 0.5344986148178578, "decode.loss_mask": 0.6174709111452102, "decode.loss_dice": 1.0410659551620483, "decode.d0.loss_cls": 2.130164796113968, "decode.d0.loss_mask": 0.7448502361774445, "decode.d0.loss_dice": 1.3821203112602234, "decode.d1.loss_cls": 0.7093075186014175, "decode.d1.loss_mask": 0.6937925308942795, "decode.d1.loss_dice": 1.1663630902767181, "decode.d2.loss_cls": 0.6106008738279343, "decode.d2.loss_mask": 0.6825420826673507, "decode.d2.loss_dice": 1.127411127090454, "decode.d3.loss_cls": 0.5587930783629418, "decode.d3.loss_mask": 0.6739467471837998, "decode.d3.loss_dice": 1.1338165342807769, "decode.d4.loss_cls": 0.5778669498860836, "decode.d4.loss_mask": 0.65766481757164, "decode.d4.loss_dice": 1.0998302519321441, "decode.d5.loss_cls": 0.6222680389881134, "decode.d5.loss_mask": 0.6427283704280853, "decode.d5.loss_dice": 1.0918899565935134, "decode.d6.loss_cls": 0.5506271794438362, "decode.d6.loss_mask": 0.6149683475494385, "decode.d6.loss_dice": 1.049236598610878, "decode.d7.loss_cls": 0.49958415031433107, "decode.d7.loss_mask": 0.6263897389173507, "decode.d7.loss_dice": 1.0697104334831238, "decode.d8.loss_cls": 0.5362700924277306, "decode.d8.loss_mask": 0.6209597676992417, "decode.d8.loss_dice": 1.0403371274471283, "time": 0.5338385343551636, "memory": 7233, "step": 124850}
{"lr": 2.553117858050264e-06, "data_time": 0.009509849548339843, "grad_norm": 93.6721565246582, "loss": 23.775067710876463, "decode.loss_cls": 0.3848727695643902, "decode.loss_mask": 0.781257227063179, "decode.loss_dice": 0.9576351374387742, "decode.d0.loss_cls": 1.8802317142486573, "decode.d0.loss_mask": 0.8921346724033355, "decode.d0.loss_dice": 1.1083782285451889, "decode.d1.loss_cls": 0.5902872994542122, "decode.d1.loss_mask": 0.8766269266605378, "decode.d1.loss_dice": 1.076840615272522, "decode.d2.loss_cls": 0.4904203474521637, "decode.d2.loss_mask": 0.7986964136362076, "decode.d2.loss_dice": 0.9884043991565704, "decode.d3.loss_cls": 0.39478323981165886, "decode.d3.loss_mask": 0.7850055128335953, "decode.d3.loss_dice": 0.9829747229814529, "decode.d4.loss_cls": 0.37588061317801474, "decode.d4.loss_mask": 0.8285400599241257, "decode.d4.loss_dice": 0.9963220298290253, "decode.d5.loss_cls": 0.40880022644996644, "decode.d5.loss_mask": 0.7953491181135177, "decode.d5.loss_dice": 0.9601014226675033, "decode.d6.loss_cls": 0.4003525324165821, "decode.d6.loss_mask": 0.8039608776569367, "decode.d6.loss_dice": 0.9902913749217988, "decode.d7.loss_cls": 0.37869248241186143, "decode.d7.loss_mask": 0.7620759636163712, "decode.d7.loss_dice": 0.954619100689888, "decode.d8.loss_cls": 0.4052111849188805, "decode.d8.loss_mask": 0.7684166193008423, "decode.d8.loss_dice": 0.957904577255249, "time": 0.56103675365448, "memory": 7186, "step": 124900}
{"lr": 2.5498443967693624e-06, "data_time": 0.009546017646789551, "grad_norm": 83.46470756530762, "loss": 23.271021461486818, "decode.loss_cls": 0.5602621309459209, "decode.loss_mask": 0.6552145391702652, "decode.loss_dice": 0.826723039150238, "decode.d0.loss_cls": 2.0705546975135802, "decode.d0.loss_mask": 0.7162671327590943, "decode.d0.loss_dice": 0.9691185295581818, "decode.d1.loss_cls": 0.8156141370534897, "decode.d1.loss_mask": 0.6651323139667511, "decode.d1.loss_dice": 0.8826806604862213, "decode.d2.loss_cls": 0.7619344845414162, "decode.d2.loss_mask": 0.6734289407730103, "decode.d2.loss_dice": 0.837386816740036, "decode.d3.loss_cls": 0.6360035300254822, "decode.d3.loss_mask": 0.6793677985668183, "decode.d3.loss_dice": 0.8671635746955871, "decode.d4.loss_cls": 0.6788533829152584, "decode.d4.loss_mask": 0.6743140071630478, "decode.d4.loss_dice": 0.8669147312641143, "decode.d5.loss_cls": 0.6734055243432522, "decode.d5.loss_mask": 0.6739743292331696, "decode.d5.loss_dice": 0.8438550889492035, "decode.d6.loss_cls": 0.6002649553120136, "decode.d6.loss_mask": 0.6733263164758683, "decode.d6.loss_dice": 0.8309958338737488, "decode.d7.loss_cls": 0.5626300022006034, "decode.d7.loss_mask": 0.6616888552904129, "decode.d7.loss_dice": 0.8467947602272033, "decode.d8.loss_cls": 0.5590462759137154, "decode.d8.loss_mask": 0.6505933552980423, "decode.d8.loss_dice": 0.8575116217136383, "time": 0.5354419469833374, "memory": 7207, "step": 124950}
{"lr": 2.546570468484758e-06, "data_time": 0.009442639350891114, "grad_norm": 89.90059890747071, "loss": 21.29585552215576, "decode.loss_cls": 0.3180578950792551, "decode.loss_mask": 0.5678472220897675, "decode.loss_dice": 1.0014372378587724, "decode.d0.loss_cls": 2.0582796573638915, "decode.d0.loss_mask": 0.6668646484613419, "decode.d0.loss_dice": 1.093228244781494, "decode.d1.loss_cls": 0.4901086002588272, "decode.d1.loss_mask": 0.6026224046945572, "decode.d1.loss_dice": 1.0261784225702286, "decode.d2.loss_cls": 0.4010542303323746, "decode.d2.loss_mask": 0.5880254805088043, "decode.d2.loss_dice": 1.0180212289094925, "decode.d3.loss_cls": 0.3355696424841881, "decode.d3.loss_mask": 0.5890106558799744, "decode.d3.loss_dice": 1.037454742193222, "decode.d4.loss_cls": 0.2867945618927479, "decode.d4.loss_mask": 0.5888170838356018, "decode.d4.loss_dice": 1.0059552103281022, "decode.d5.loss_cls": 0.31844283640384674, "decode.d5.loss_mask": 0.5927064955234528, "decode.d5.loss_dice": 0.9932380527257919, "decode.d6.loss_cls": 0.37931074276566507, "decode.d6.loss_mask": 0.5891744464635849, "decode.d6.loss_dice": 0.9798654615879059, "decode.d7.loss_cls": 0.28686978444457056, "decode.d7.loss_mask": 0.5913677364587784, "decode.d7.loss_dice": 0.9981563717126847, "decode.d8.loss_cls": 0.30626615770161153, "decode.d8.loss_mask": 0.5858825892210007, "decode.d8.loss_dice": 0.9992478013038635, "time": 0.5346928119659424, "memory": 7234, "step": 125000}
{"aAcc": 84.09, "mIoU": 52.64, "mAcc": 65.97, "data_time": 0.0018885667580532362, "time": 0.18406901796500522, "step": 125000}
{"lr": 2.5432960724625367e-06, "data_time": 0.009676718711853027, "grad_norm": 90.08264808654785, "loss": 17.47395763397217, "decode.loss_cls": 0.22846012227237225, "decode.loss_mask": 0.5712617680430412, "decode.loss_dice": 0.7231792211532593, "decode.d0.loss_cls": 1.7364107489585876, "decode.d0.loss_mask": 0.6386285066604614, "decode.d0.loss_dice": 0.8152161687612534, "decode.d1.loss_cls": 0.36945926658809186, "decode.d1.loss_mask": 0.5897513955831528, "decode.d1.loss_dice": 0.7760398060083389, "decode.d2.loss_cls": 0.3160096026957035, "decode.d2.loss_mask": 0.580519437789917, "decode.d2.loss_dice": 0.745222595334053, "decode.d3.loss_cls": 0.2808070942759514, "decode.d3.loss_mask": 0.5850940510630608, "decode.d3.loss_dice": 0.7415446549654007, "decode.d4.loss_cls": 0.272533199377358, "decode.d4.loss_mask": 0.5797928363084793, "decode.d4.loss_dice": 0.7416912317276001, "decode.d5.loss_cls": 0.24209640324115753, "decode.d5.loss_mask": 0.5891507536172866, "decode.d5.loss_dice": 0.7353088468313217, "decode.d6.loss_cls": 0.23378522843122482, "decode.d6.loss_mask": 0.582776865363121, "decode.d6.loss_dice": 0.7410196274518966, "decode.d7.loss_cls": 0.225067681632936, "decode.d7.loss_mask": 0.5805685833096504, "decode.d7.loss_dice": 0.7271601378917694, "decode.d8.loss_cls": 0.22862528022378684, "decode.d8.loss_mask": 0.5658743128180503, "decode.d8.loss_dice": 0.7309013426303863, "time": 0.5634881973266601, "memory": 7260, "step": 125050}
{"lr": 2.540021207966578e-06, "data_time": 0.009436750411987304, "grad_norm": 92.7647331237793, "loss": 24.50298147201538, "decode.loss_cls": 0.5853019990026951, "decode.loss_mask": 0.5624364972114563, "decode.loss_dice": 1.0638592392206192, "decode.d0.loss_cls": 2.1359580874443056, "decode.d0.loss_mask": 0.606629666686058, "decode.d0.loss_dice": 1.2131002813577652, "decode.d1.loss_cls": 0.8090435266494751, "decode.d1.loss_mask": 0.5760110124945641, "decode.d1.loss_dice": 1.1521496385335923, "decode.d2.loss_cls": 0.6662626475095749, "decode.d2.loss_mask": 0.5790161326527595, "decode.d2.loss_dice": 1.1156626015901565, "decode.d3.loss_cls": 0.6908489003777504, "decode.d3.loss_mask": 0.5664168432354927, "decode.d3.loss_dice": 1.065005561709404, "decode.d4.loss_cls": 0.680433851480484, "decode.d4.loss_mask": 0.5606160312891006, "decode.d4.loss_dice": 1.0314048781991005, "decode.d5.loss_cls": 0.639154426753521, "decode.d5.loss_mask": 0.5556982576847076, "decode.d5.loss_dice": 1.0444366022944451, "decode.d6.loss_cls": 0.5910912603139877, "decode.d6.loss_mask": 0.5743118450045586, "decode.d6.loss_dice": 1.043560203909874, "decode.d7.loss_cls": 0.5925119809806347, "decode.d7.loss_mask": 0.568251296877861, "decode.d7.loss_dice": 1.0540178835391998, "decode.d8.loss_cls": 0.5855627655982971, "decode.d8.loss_mask": 0.5652885973453522, "decode.d8.loss_dice": 1.0289380192756652, "time": 0.5339957714080811, "memory": 7216, "step": 125100}
{"lr": 2.536745874258546e-06, "data_time": 0.009342622756958009, "grad_norm": 89.19118270874023, "loss": 22.82782726287842, "decode.loss_cls": 0.4319874860346317, "decode.loss_mask": 0.6381842792034149, "decode.loss_dice": 0.887737900018692, "decode.d0.loss_cls": 2.4402475595474242, "decode.d0.loss_mask": 0.6956903606653213, "decode.d0.loss_dice": 1.1265152513980865, "decode.d1.loss_cls": 0.7210407972335815, "decode.d1.loss_mask": 0.6625925660133362, "decode.d1.loss_dice": 1.0024596750736237, "decode.d2.loss_cls": 0.5329934105277061, "decode.d2.loss_mask": 0.6649480819702148, "decode.d2.loss_dice": 0.941294914484024, "decode.d3.loss_cls": 0.49324830770492556, "decode.d3.loss_mask": 0.6677060097455978, "decode.d3.loss_dice": 0.9070220708847045, "decode.d4.loss_cls": 0.4958244301378727, "decode.d4.loss_mask": 0.6438124001026153, "decode.d4.loss_dice": 0.8930934727191925, "decode.d5.loss_cls": 0.470294377207756, "decode.d5.loss_mask": 0.6544649779796601, "decode.d5.loss_dice": 0.8966135442256927, "decode.d6.loss_cls": 0.49528770223259927, "decode.d6.loss_mask": 0.6376303717494011, "decode.d6.loss_dice": 0.8653252959251404, "decode.d7.loss_cls": 0.4124311417341232, "decode.d7.loss_mask": 0.6490752547979355, "decode.d7.loss_dice": 0.91470388174057, "decode.d8.loss_cls": 0.42444170713424684, "decode.d8.loss_mask": 0.6478447109460831, "decode.d8.loss_dice": 0.9133137345314026, "time": 0.5336606502532959, "memory": 7213, "step": 125150}
{"lr": 2.5334700705978804e-06, "data_time": 0.009157538414001465, "grad_norm": 120.37301101684571, "loss": 20.104741239547728, "decode.loss_cls": 0.2876237519085407, "decode.loss_mask": 0.5507809832692147, "decode.loss_dice": 0.8768156200647355, "decode.d0.loss_cls": 2.033410060405731, "decode.d0.loss_mask": 0.6310527622699738, "decode.d0.loss_dice": 1.0370243802666663, "decode.d1.loss_cls": 0.5704545840620995, "decode.d1.loss_mask": 0.573631438612938, "decode.d1.loss_dice": 0.9330274194478989, "decode.d2.loss_cls": 0.4656786322593689, "decode.d2.loss_mask": 0.5571967408061027, "decode.d2.loss_dice": 0.9285418629646301, "decode.d3.loss_cls": 0.3995545733720064, "decode.d3.loss_mask": 0.5571830570697784, "decode.d3.loss_dice": 0.9045591816306114, "decode.d4.loss_cls": 0.3989400491118431, "decode.d4.loss_mask": 0.555646950006485, "decode.d4.loss_dice": 0.8734135806560517, "decode.d5.loss_cls": 0.34748940989375116, "decode.d5.loss_mask": 0.5550813093781471, "decode.d5.loss_dice": 0.8778709068894386, "decode.d6.loss_cls": 0.3061309210956097, "decode.d6.loss_mask": 0.5515469789505005, "decode.d6.loss_dice": 0.9034409180283547, "decode.d7.loss_cls": 0.2738791570067406, "decode.d7.loss_mask": 0.5470571056008339, "decode.d7.loss_dice": 0.8761020645499229, "decode.d8.loss_cls": 0.27760401703417303, "decode.d8.loss_mask": 0.5536596581339837, "decode.d8.loss_dice": 0.9003429934382439, "time": 0.5319934606552124, "memory": 7225, "step": 125200}
{"lr": 2.5301937962417863e-06, "data_time": 0.009401798248291016, "grad_norm": 94.63932571411132, "loss": 19.857637691497803, "decode.loss_cls": 0.3498822323977947, "decode.loss_mask": 0.6603767693042755, "decode.loss_dice": 0.7044345885515213, "decode.d0.loss_cls": 1.9185091614723206, "decode.d0.loss_mask": 0.8110609531402588, "decode.d0.loss_dice": 0.8548487544059753, "decode.d1.loss_cls": 0.5125432416796685, "decode.d1.loss_mask": 0.7748458325862885, "decode.d1.loss_dice": 0.7803335219621659, "decode.d2.loss_cls": 0.464670304954052, "decode.d2.loss_mask": 0.7265558421611786, "decode.d2.loss_dice": 0.7340796291828156, "decode.d3.loss_cls": 0.4527676045894623, "decode.d3.loss_mask": 0.6759207963943481, "decode.d3.loss_dice": 0.7197933912277221, "decode.d4.loss_cls": 0.4209465578198433, "decode.d4.loss_mask": 0.6554735243320465, "decode.d4.loss_dice": 0.709495747089386, "decode.d5.loss_cls": 0.35625186264514924, "decode.d5.loss_mask": 0.6583349078893661, "decode.d5.loss_dice": 0.7063930094242096, "decode.d6.loss_cls": 0.3841069400310516, "decode.d6.loss_mask": 0.662074226140976, "decode.d6.loss_dice": 0.698201933503151, "decode.d7.loss_cls": 0.3538609817624092, "decode.d7.loss_mask": 0.6649935811758041, "decode.d7.loss_dice": 0.7134414851665497, "decode.d8.loss_cls": 0.33725170493125917, "decode.d8.loss_mask": 0.6792922914028168, "decode.d8.loss_dice": 0.7168963074684143, "time": 0.5342153549194336, "memory": 7296, "step": 125250}
{"lr": 2.526917050445222e-06, "data_time": 0.009335517883300781, "grad_norm": 84.73655586242675, "loss": 20.19868450164795, "decode.loss_cls": 0.3844420976936817, "decode.loss_mask": 0.47467221021652223, "decode.loss_dice": 0.8961394727230072, "decode.d0.loss_cls": 2.1741732358932495, "decode.d0.loss_mask": 0.5463459521532059, "decode.d0.loss_dice": 1.0773505806922912, "decode.d1.loss_cls": 0.5703607603907586, "decode.d1.loss_mask": 0.5138418585062027, "decode.d1.loss_dice": 0.9741792947053909, "decode.d2.loss_cls": 0.5568376034498215, "decode.d2.loss_mask": 0.4828351616859436, "decode.d2.loss_dice": 0.9292637526988983, "decode.d3.loss_cls": 0.43395556807518004, "decode.d3.loss_mask": 0.47862891256809237, "decode.d3.loss_dice": 0.9072669148445129, "decode.d4.loss_cls": 0.3750554010272026, "decode.d4.loss_mask": 0.4854090005159378, "decode.d4.loss_dice": 0.9324798107147216, "decode.d5.loss_cls": 0.39243943244218826, "decode.d5.loss_mask": 0.48180502355098725, "decode.d5.loss_dice": 0.8844188094139099, "decode.d6.loss_cls": 0.3911294311285019, "decode.d6.loss_mask": 0.4809961497783661, "decode.d6.loss_dice": 0.8881899267435074, "decode.d7.loss_cls": 0.36275007873773574, "decode.d7.loss_mask": 0.47818844616413114, "decode.d7.loss_dice": 0.8998577803373337, "decode.d8.loss_cls": 0.38763153180480003, "decode.d8.loss_mask": 0.47305126786231994, "decode.d8.loss_dice": 0.8849891245365142, "time": 0.5353036165237427, "memory": 7242, "step": 125300}
{"lr": 2.523639832460896e-06, "data_time": 0.009657645225524902, "grad_norm": 88.87521743774414, "loss": 16.173736476898192, "decode.loss_cls": 0.37076345793902876, "decode.loss_mask": 0.4593590348958969, "decode.loss_dice": 0.5721188947558403, "decode.d0.loss_cls": 1.8161894381046295, "decode.d0.loss_mask": 0.5348559215664863, "decode.d0.loss_dice": 0.642376996576786, "decode.d1.loss_cls": 0.5720583990216255, "decode.d1.loss_mask": 0.4614866226911545, "decode.d1.loss_dice": 0.6161768496036529, "decode.d2.loss_cls": 0.5256003677845001, "decode.d2.loss_mask": 0.4620662733912468, "decode.d2.loss_dice": 0.5687313437461853, "decode.d3.loss_cls": 0.4524666991084814, "decode.d3.loss_mask": 0.4509726494550705, "decode.d3.loss_dice": 0.5394219413399697, "decode.d4.loss_cls": 0.3955788012593985, "decode.d4.loss_mask": 0.4474449798464775, "decode.d4.loss_dice": 0.5874251827597619, "decode.d5.loss_cls": 0.3813404630869627, "decode.d5.loss_mask": 0.43818854093551635, "decode.d5.loss_dice": 0.5798157200217247, "decode.d6.loss_cls": 0.45259400345385076, "decode.d6.loss_mask": 0.4520341128110886, "decode.d6.loss_dice": 0.5641143321990967, "decode.d7.loss_cls": 0.4319709146395326, "decode.d7.loss_mask": 0.44842318147420884, "decode.d7.loss_dice": 0.5533895418047905, "decode.d8.loss_cls": 0.3828907111659646, "decode.d8.loss_mask": 0.44998057931661606, "decode.d8.loss_dice": 0.5639006987214088, "time": 0.5624272584915161, "memory": 7215, "step": 125350}
{"lr": 2.520362141539248e-06, "data_time": 0.009647941589355469, "grad_norm": 97.7989273071289, "loss": 21.357133674621583, "decode.loss_cls": 0.33784515112638475, "decode.loss_mask": 0.6149940252304077, "decode.loss_dice": 0.8808528423309326, "decode.d0.loss_cls": 1.937841820716858, "decode.d0.loss_mask": 0.6997307568788529, "decode.d0.loss_dice": 1.1174833327531815, "decode.d1.loss_cls": 0.5262205615639687, "decode.d1.loss_mask": 0.7009696066379547, "decode.d1.loss_dice": 1.0198989510536194, "decode.d2.loss_cls": 0.49953788220882417, "decode.d2.loss_mask": 0.6407233893871307, "decode.d2.loss_dice": 0.9365666806697845, "decode.d3.loss_cls": 0.39140223488211634, "decode.d3.loss_mask": 0.633049213886261, "decode.d3.loss_dice": 0.9048921138048172, "decode.d4.loss_cls": 0.38848604410886767, "decode.d4.loss_mask": 0.6193078130483627, "decode.d4.loss_dice": 0.916032898426056, "decode.d5.loss_cls": 0.4550075128674507, "decode.d5.loss_mask": 0.617916613817215, "decode.d5.loss_dice": 0.8745523065328598, "decode.d6.loss_cls": 0.4355332046747208, "decode.d6.loss_mask": 0.6158938616514206, "decode.d6.loss_dice": 0.8706388890743255, "decode.d7.loss_cls": 0.4035972565412521, "decode.d7.loss_mask": 0.6085458755493164, "decode.d7.loss_dice": 0.8544921189546585, "decode.d8.loss_cls": 0.3718143470585346, "decode.d8.loss_mask": 0.6129930526018142, "decode.d8.loss_dice": 0.8703130155801773, "time": 0.5596253395080566, "memory": 7229, "step": 125400}
{"lr": 2.517083976928442e-06, "data_time": 0.009372949600219727, "grad_norm": 82.44692878723144, "loss": 21.24314727783203, "decode.loss_cls": 0.5355705924332141, "decode.loss_mask": 0.5379548221826553, "decode.loss_dice": 0.8361485570669174, "decode.d0.loss_cls": 2.0378204345703126, "decode.d0.loss_mask": 0.5203029632568359, "decode.d0.loss_dice": 0.9875629395246506, "decode.d1.loss_cls": 0.607153506577015, "decode.d1.loss_mask": 0.5424048095941544, "decode.d1.loss_dice": 0.9244817167520523, "decode.d2.loss_cls": 0.6720594614744186, "decode.d2.loss_mask": 0.5331315517425537, "decode.d2.loss_dice": 0.8522420853376389, "decode.d3.loss_cls": 0.626491354778409, "decode.d3.loss_mask": 0.5411081731319427, "decode.d3.loss_dice": 0.835801750421524, "decode.d4.loss_cls": 0.6053191415965558, "decode.d4.loss_mask": 0.5286778688430787, "decode.d4.loss_dice": 0.8427002012729645, "decode.d5.loss_cls": 0.5638511311262846, "decode.d5.loss_mask": 0.5275886356830597, "decode.d5.loss_dice": 0.8577158689498902, "decode.d6.loss_cls": 0.5730660304427146, "decode.d6.loss_mask": 0.5314011573791504, "decode.d6.loss_dice": 0.8194215595722198, "decode.d7.loss_cls": 0.53279686011374, "decode.d7.loss_mask": 0.5382695466279983, "decode.d7.loss_dice": 0.8197668701410293, "decode.d8.loss_cls": 0.5369906514883042, "decode.d8.loss_mask": 0.5326511025428772, "decode.d8.loss_dice": 0.8426960289478302, "time": 0.5339148044586182, "memory": 7195, "step": 125450}
{"lr": 2.513805337874364e-06, "data_time": 0.009244537353515625, "grad_norm": 101.85577621459962, "loss": 27.307693099975587, "decode.loss_cls": 0.5649925015866757, "decode.loss_mask": 0.8020810872316361, "decode.loss_dice": 1.1120331943035127, "decode.d0.loss_cls": 2.32708340883255, "decode.d0.loss_mask": 0.9479508191347122, "decode.d0.loss_dice": 1.3558934211730957, "decode.d1.loss_cls": 0.6269113391637802, "decode.d1.loss_mask": 0.858279800415039, "decode.d1.loss_dice": 1.2207949787378312, "decode.d2.loss_cls": 0.6045905515551567, "decode.d2.loss_mask": 0.8404234200716019, "decode.d2.loss_dice": 1.1863601326942443, "decode.d3.loss_cls": 0.6106642551720143, "decode.d3.loss_mask": 0.8252436488866806, "decode.d3.loss_dice": 1.1346762239933015, "decode.d4.loss_cls": 0.5235681019723415, "decode.d4.loss_mask": 0.8254952102899551, "decode.d4.loss_dice": 1.1377196580171585, "decode.d5.loss_cls": 0.5389558702707291, "decode.d5.loss_mask": 0.810312557220459, "decode.d5.loss_dice": 1.1196496129035949, "decode.d6.loss_cls": 0.5030937775969505, "decode.d6.loss_mask": 0.8159662574529648, "decode.d6.loss_dice": 1.1335065245628357, "decode.d7.loss_cls": 0.4881078913807869, "decode.d7.loss_mask": 0.8188010424375534, "decode.d7.loss_dice": 1.137430453300476, "decode.d8.loss_cls": 0.5014998383820057, "decode.d8.loss_mask": 0.8069942414760589, "decode.d8.loss_dice": 1.1286136090755463, "time": 0.5359831333160401, "memory": 7196, "step": 125500}
{"lr": 2.5105262236205976e-06, "data_time": 0.009291625022888184, "grad_norm": 91.0848014831543, "loss": 22.917752933502197, "decode.loss_cls": 0.4915315002202988, "decode.loss_mask": 0.5393105208873749, "decode.loss_dice": 0.9976669996976852, "decode.d0.loss_cls": 2.2328425288200378, "decode.d0.loss_mask": 0.606391042470932, "decode.d0.loss_dice": 1.2226730227470397, "decode.d1.loss_cls": 0.581837897002697, "decode.d1.loss_mask": 0.5793666571378708, "decode.d1.loss_dice": 1.1159564018249513, "decode.d2.loss_cls": 0.5292538188397884, "decode.d2.loss_mask": 0.5791211038827896, "decode.d2.loss_dice": 1.0922023743391036, "decode.d3.loss_cls": 0.5471054747700691, "decode.d3.loss_mask": 0.5662959098815918, "decode.d3.loss_dice": 1.0533470422029496, "decode.d4.loss_cls": 0.46336790919303894, "decode.d4.loss_mask": 0.5868286907672882, "decode.d4.loss_dice": 1.0428525716066361, "decode.d5.loss_cls": 0.5259630501270294, "decode.d5.loss_mask": 0.5233909606933593, "decode.d5.loss_dice": 0.9756301164627075, "decode.d6.loss_cls": 0.45954238474369047, "decode.d6.loss_mask": 0.5511984258890152, "decode.d6.loss_dice": 1.0061212718486785, "decode.d7.loss_cls": 0.4745424918830395, "decode.d7.loss_mask": 0.5500017791986466, "decode.d7.loss_dice": 1.0058123230934144, "decode.d8.loss_cls": 0.449017696082592, "decode.d8.loss_mask": 0.5504989981651306, "decode.d8.loss_dice": 1.018081396818161, "time": 0.5338508129119873, "memory": 7244, "step": 125550}
{"lr": 2.507246633408423e-06, "data_time": 0.009207797050476075, "grad_norm": 85.81517868041992, "loss": 19.885169887542723, "decode.loss_cls": 0.5344183534383774, "decode.loss_mask": 0.4727117344737053, "decode.loss_dice": 0.8034173607826233, "decode.d0.loss_cls": 1.9970237731933593, "decode.d0.loss_mask": 0.5729730561375618, "decode.d0.loss_dice": 1.0032471060752868, "decode.d1.loss_cls": 0.5888800680637359, "decode.d1.loss_mask": 0.5080852210521698, "decode.d1.loss_dice": 0.8649683356285095, "decode.d2.loss_cls": 0.6073028102517128, "decode.d2.loss_mask": 0.48018057346343995, "decode.d2.loss_dice": 0.8196864902973175, "decode.d3.loss_cls": 0.5079708203673363, "decode.d3.loss_mask": 0.4840212449431419, "decode.d3.loss_dice": 0.8081330239772797, "decode.d4.loss_cls": 0.5846463888883591, "decode.d4.loss_mask": 0.4829657465219498, "decode.d4.loss_dice": 0.7763322234153748, "decode.d5.loss_cls": 0.5560598284006119, "decode.d5.loss_mask": 0.48571602404117586, "decode.d5.loss_dice": 0.7897414326667785, "decode.d6.loss_cls": 0.48298593088984487, "decode.d6.loss_mask": 0.48034439980983734, "decode.d6.loss_dice": 0.774377578496933, "decode.d7.loss_cls": 0.46089824512600897, "decode.d7.loss_mask": 0.47399176508188245, "decode.d7.loss_dice": 0.7702386736869812, "decode.d8.loss_cls": 0.46257771030068395, "decode.d8.loss_mask": 0.47450272291898726, "decode.d8.loss_dice": 0.7767713397741318, "time": 0.5342598915100097, "memory": 7218, "step": 125600}
{"lr": 2.503966566476803e-06, "data_time": 0.009457826614379883, "grad_norm": 84.42652893066406, "loss": 21.106392002105714, "decode.loss_cls": 0.3470441550016403, "decode.loss_mask": 0.5903051286935806, "decode.loss_dice": 0.8476205766201019, "decode.d0.loss_cls": 2.1258917927742003, "decode.d0.loss_mask": 0.6707495003938675, "decode.d0.loss_dice": 1.0414875388145446, "decode.d1.loss_cls": 0.6121422231197358, "decode.d1.loss_mask": 0.6277250796556473, "decode.d1.loss_dice": 0.9889084994792938, "decode.d2.loss_cls": 0.5453589752316474, "decode.d2.loss_mask": 0.6323707729578019, "decode.d2.loss_dice": 0.9149188429117203, "decode.d3.loss_cls": 0.4849536657333374, "decode.d3.loss_mask": 0.6085714817047119, "decode.d3.loss_dice": 0.875415563583374, "decode.d4.loss_cls": 0.4513835862278938, "decode.d4.loss_mask": 0.5973727717995644, "decode.d4.loss_dice": 0.8631259351968765, "decode.d5.loss_cls": 0.4066792279481888, "decode.d5.loss_mask": 0.5857038900256157, "decode.d5.loss_dice": 0.8569882869720459, "decode.d6.loss_cls": 0.3932568207383156, "decode.d6.loss_mask": 0.5928498476743698, "decode.d6.loss_dice": 0.8464455306529999, "decode.d7.loss_cls": 0.36883343681693076, "decode.d7.loss_mask": 0.5891272500157356, "decode.d7.loss_dice": 0.846836194396019, "decode.d8.loss_cls": 0.3540972784161568, "decode.d8.loss_mask": 0.5871536165475846, "decode.d8.loss_dice": 0.8530762404203415, "time": 0.5331980228424072, "memory": 7190, "step": 125650}
{"lr": 2.5006860220623738e-06, "data_time": 0.009425592422485352, "grad_norm": 89.92632217407227, "loss": 21.359299659729004, "decode.loss_cls": 0.4302074179053307, "decode.loss_mask": 0.595794004201889, "decode.loss_dice": 0.7941597700119019, "decode.d0.loss_cls": 2.1891921520233155, "decode.d0.loss_mask": 0.7072727084159851, "decode.d0.loss_dice": 0.9843495905399322, "decode.d1.loss_cls": 0.6727711632847786, "decode.d1.loss_mask": 0.6411888748407364, "decode.d1.loss_dice": 0.9562849879264832, "decode.d2.loss_cls": 0.5457825228571892, "decode.d2.loss_mask": 0.634724560379982, "decode.d2.loss_dice": 0.8961423337459564, "decode.d3.loss_cls": 0.4696213096380234, "decode.d3.loss_mask": 0.6137208580970764, "decode.d3.loss_dice": 0.8559559226036072, "decode.d4.loss_cls": 0.47807772159576417, "decode.d4.loss_mask": 0.5900533437728882, "decode.d4.loss_dice": 0.8322084903717041, "decode.d5.loss_cls": 0.46652271449565885, "decode.d5.loss_mask": 0.6114216834306717, "decode.d5.loss_dice": 0.836462277173996, "decode.d6.loss_cls": 0.5007579743862152, "decode.d6.loss_mask": 0.5795643150806427, "decode.d6.loss_dice": 0.8020183145999908, "decode.d7.loss_cls": 0.44444205015897753, "decode.d7.loss_mask": 0.5865391939878464, "decode.d7.loss_dice": 0.8052294373512268, "decode.d8.loss_cls": 0.43803748935461045, "decode.d8.loss_mask": 0.5985829323530197, "decode.d8.loss_dice": 0.8022131562232971, "time": 0.5341753005981446, "memory": 7208, "step": 125700}
{"lr": 2.497404999399439e-06, "data_time": 0.00946502685546875, "grad_norm": 94.01602058410644, "loss": 20.082475996017457, "decode.loss_cls": 0.3970660693943501, "decode.loss_mask": 0.5004710868000984, "decode.loss_dice": 0.8515133947134018, "decode.d0.loss_cls": 1.7407495737075807, "decode.d0.loss_mask": 0.6256613552570343, "decode.d0.loss_dice": 1.0898120790719985, "decode.d1.loss_cls": 0.6079926446080208, "decode.d1.loss_mask": 0.5582674533128739, "decode.d1.loss_dice": 0.9510762900114059, "decode.d2.loss_cls": 0.5554181627929211, "decode.d2.loss_mask": 0.5257735192775727, "decode.d2.loss_dice": 0.8843805640935898, "decode.d3.loss_cls": 0.4689649447798729, "decode.d3.loss_mask": 0.5209855496883392, "decode.d3.loss_dice": 0.8694361686706543, "decode.d4.loss_cls": 0.4771785005927086, "decode.d4.loss_mask": 0.5158213138580322, "decode.d4.loss_dice": 0.8305505320429802, "decode.d5.loss_cls": 0.4483966290950775, "decode.d5.loss_mask": 0.5093742787837983, "decode.d5.loss_dice": 0.8571847677230835, "decode.d6.loss_cls": 0.4354573041200638, "decode.d6.loss_mask": 0.5080222204327584, "decode.d6.loss_dice": 0.8239666163921356, "decode.d7.loss_cls": 0.43345379531383516, "decode.d7.loss_mask": 0.5090264275670051, "decode.d7.loss_dice": 0.8119402647018432, "decode.d8.loss_cls": 0.4324449382722378, "decode.d8.loss_mask": 0.5034053176641464, "decode.d8.loss_dice": 0.838684368133545, "time": 0.5332799434661866, "memory": 7206, "step": 125750}
{"lr": 2.494123497719953e-06, "data_time": 0.00958409309387207, "grad_norm": 101.41042404174804, "loss": 20.872296714782713, "decode.loss_cls": 0.48336212895810604, "decode.loss_mask": 0.5265603974461556, "decode.loss_dice": 0.8035810708999633, "decode.d0.loss_cls": 2.1839300870895384, "decode.d0.loss_mask": 0.6130145460367202, "decode.d0.loss_dice": 0.9803263425827027, "decode.d1.loss_cls": 0.6645974859595298, "decode.d1.loss_mask": 0.5741698056459427, "decode.d1.loss_dice": 0.876348477602005, "decode.d2.loss_cls": 0.668026366084814, "decode.d2.loss_mask": 0.5588205590844154, "decode.d2.loss_dice": 0.8388191312551498, "decode.d3.loss_cls": 0.5768578730523586, "decode.d3.loss_mask": 0.542177465558052, "decode.d3.loss_dice": 0.8293489709496498, "decode.d4.loss_cls": 0.4899601325392723, "decode.d4.loss_mask": 0.5550143361091614, "decode.d4.loss_dice": 0.8476919561624527, "decode.d5.loss_cls": 0.4985074408352375, "decode.d5.loss_mask": 0.534304928779602, "decode.d5.loss_dice": 0.799585348367691, "decode.d6.loss_cls": 0.5005798526108265, "decode.d6.loss_mask": 0.5258923694491386, "decode.d6.loss_dice": 0.792382824420929, "decode.d7.loss_cls": 0.47636112459003926, "decode.d7.loss_mask": 0.5302505642175674, "decode.d7.loss_dice": 0.7904976963996887, "decode.d8.loss_cls": 0.4622438419610262, "decode.d8.loss_mask": 0.5312462866306304, "decode.d8.loss_dice": 0.8178369343280792, "time": 0.5353567123413085, "memory": 7230, "step": 125800}
{"lr": 2.490841516253508e-06, "data_time": 0.009443140029907227, "grad_norm": 99.4998565673828, "loss": 25.103267192840576, "decode.loss_cls": 0.31265671774744985, "decode.loss_mask": 0.6622959464788437, "decode.loss_dice": 1.2081442594528198, "decode.d0.loss_cls": 2.172887074947357, "decode.d0.loss_mask": 0.7108684211969376, "decode.d0.loss_dice": 1.5086278915405273, "decode.d1.loss_cls": 0.6360685989260674, "decode.d1.loss_mask": 0.6695147663354873, "decode.d1.loss_dice": 1.3000479489564896, "decode.d2.loss_cls": 0.5031694941222667, "decode.d2.loss_mask": 0.6556200414896012, "decode.d2.loss_dice": 1.2694531083106995, "decode.d3.loss_cls": 0.45556632801890373, "decode.d3.loss_mask": 0.6487526565790176, "decode.d3.loss_dice": 1.2350106298923493, "decode.d4.loss_cls": 0.384340114146471, "decode.d4.loss_mask": 0.6511481136083603, "decode.d4.loss_dice": 1.2272140711545945, "decode.d5.loss_cls": 0.37983783707022667, "decode.d5.loss_mask": 0.6553706914186478, "decode.d5.loss_dice": 1.2146987691521645, "decode.d6.loss_cls": 0.35151115953922274, "decode.d6.loss_mask": 0.6567427679896355, "decode.d6.loss_dice": 1.215277400612831, "decode.d7.loss_cls": 0.3157152131199837, "decode.d7.loss_mask": 0.6534940496087074, "decode.d7.loss_dice": 1.2135759204626084, "decode.d8.loss_cls": 0.33345969170331957, "decode.d8.loss_mask": 0.6517842233180999, "decode.d8.loss_dice": 1.2504141241312028, "time": 0.5359062433242798, "memory": 7274, "step": 125850}
{"lr": 2.487559054227331e-06, "data_time": 0.009451723098754883, "grad_norm": 83.35935821533204, "loss": 20.373584842681886, "decode.loss_cls": 0.37013810873031616, "decode.loss_mask": 0.4910736620426178, "decode.loss_dice": 0.8904436826705933, "decode.d0.loss_cls": 1.825648844242096, "decode.d0.loss_mask": 0.6194374114274979, "decode.d0.loss_dice": 1.1082589596509933, "decode.d1.loss_cls": 0.5758367985486984, "decode.d1.loss_mask": 0.6020646095275879, "decode.d1.loss_dice": 1.0136510610580445, "decode.d2.loss_cls": 0.5126025006175041, "decode.d2.loss_mask": 0.5528995633125305, "decode.d2.loss_dice": 0.925489741563797, "decode.d3.loss_cls": 0.40344958305358886, "decode.d3.loss_mask": 0.5694345265626908, "decode.d3.loss_dice": 0.916231119632721, "decode.d4.loss_cls": 0.4065250337123871, "decode.d4.loss_mask": 0.5619943469762803, "decode.d4.loss_dice": 0.8851661682128906, "decode.d5.loss_cls": 0.41174322068691255, "decode.d5.loss_mask": 0.48615753650665283, "decode.d5.loss_dice": 0.8672108560800552, "decode.d6.loss_cls": 0.3784126862883568, "decode.d6.loss_mask": 0.49051471054553986, "decode.d6.loss_dice": 0.9173949033021926, "decode.d7.loss_cls": 0.40313471108675003, "decode.d7.loss_mask": 0.47910191118717194, "decode.d7.loss_dice": 0.9062916994094848, "decode.d8.loss_cls": 0.39392336159944535, "decode.d8.loss_mask": 0.4899029642343521, "decode.d8.loss_dice": 0.919450330734253, "time": 0.5352248668670654, "memory": 7227, "step": 125900}
{"lr": 2.4842761108662674e-06, "data_time": 0.00939161777496338, "grad_norm": 91.49993057250977, "loss": 21.218577098846435, "decode.loss_cls": 0.36208258643746377, "decode.loss_mask": 0.6311723858118057, "decode.loss_dice": 0.8321959406137467, "decode.d0.loss_cls": 2.228945183753967, "decode.d0.loss_mask": 0.6711696058511734, "decode.d0.loss_dice": 0.8423287838697433, "decode.d1.loss_cls": 0.6779404371976853, "decode.d1.loss_mask": 0.6576067596673966, "decode.d1.loss_dice": 0.8849088340997696, "decode.d2.loss_cls": 0.4729166716337204, "decode.d2.loss_mask": 0.6343160152435303, "decode.d2.loss_dice": 0.8752207040786744, "decode.d3.loss_cls": 0.43566293120384214, "decode.d3.loss_mask": 0.6368596434593201, "decode.d3.loss_dice": 0.8430939197540284, "decode.d4.loss_cls": 0.5018798425793648, "decode.d4.loss_mask": 0.633252403140068, "decode.d4.loss_dice": 0.8428421914577484, "decode.d5.loss_cls": 0.4625244401395321, "decode.d5.loss_mask": 0.6329619288444519, "decode.d5.loss_dice": 0.840153032541275, "decode.d6.loss_cls": 0.46306895539164544, "decode.d6.loss_mask": 0.634442287683487, "decode.d6.loss_dice": 0.8417994290590286, "decode.d7.loss_cls": 0.3911057010293007, "decode.d7.loss_mask": 0.6240073770284653, "decode.d7.loss_dice": 0.8338039964437485, "decode.d8.loss_cls": 0.35877679139375684, "decode.d8.loss_mask": 0.632256132364273, "decode.d8.loss_dice": 0.8392827689647675, "time": 0.534456205368042, "memory": 7233, "step": 125950}
{"lr": 2.4809926853927735e-06, "data_time": 0.009328818321228028, "grad_norm": 98.396875, "loss": 17.335211992263794, "decode.loss_cls": 0.3274190556257963, "decode.loss_mask": 0.5045340925455093, "decode.loss_dice": 0.6590833842754364, "decode.d0.loss_cls": 1.8159557700157165, "decode.d0.loss_mask": 0.5788326174020767, "decode.d0.loss_dice": 0.7904269136488438, "decode.d1.loss_cls": 0.4713499557226896, "decode.d1.loss_mask": 0.5392298758029938, "decode.d1.loss_dice": 0.7254263564944268, "decode.d2.loss_cls": 0.4717725314199924, "decode.d2.loss_mask": 0.517939941585064, "decode.d2.loss_dice": 0.6876272767782211, "decode.d3.loss_cls": 0.4132574986666441, "decode.d3.loss_mask": 0.509885823726654, "decode.d3.loss_dice": 0.6859776899218559, "decode.d4.loss_cls": 0.3325684692710638, "decode.d4.loss_mask": 0.5162640511989594, "decode.d4.loss_dice": 0.6972048312425614, "decode.d5.loss_cls": 0.34581140875816346, "decode.d5.loss_mask": 0.5201505959033966, "decode.d5.loss_dice": 0.6681716173887253, "decode.d6.loss_cls": 0.3229533702135086, "decode.d6.loss_mask": 0.5284398838877677, "decode.d6.loss_dice": 0.6873295813798904, "decode.d7.loss_cls": 0.3036577761173248, "decode.d7.loss_mask": 0.5160380199551582, "decode.d7.loss_dice": 0.698531088232994, "decode.d8.loss_cls": 0.32574190981686113, "decode.d8.loss_mask": 0.5082286208868027, "decode.d8.loss_dice": 0.6654018089175224, "time": 0.5332100868225098, "memory": 7216, "step": 126000}
{"lr": 2.4777087770269034e-06, "data_time": 0.009504175186157227, "grad_norm": 82.6601547241211, "loss": 25.193219900131226, "decode.loss_cls": 0.49558719918131827, "decode.loss_mask": 0.7071569353342056, "decode.loss_dice": 0.998107573390007, "decode.d0.loss_cls": 2.245722770690918, "decode.d0.loss_mask": 0.7994846150279045, "decode.d0.loss_dice": 1.1452713817358018, "decode.d1.loss_cls": 0.7633487761020661, "decode.d1.loss_mask": 0.7583931088447571, "decode.d1.loss_dice": 1.1158160895109177, "decode.d2.loss_cls": 0.6413790866732597, "decode.d2.loss_mask": 0.7563636481761933, "decode.d2.loss_dice": 1.0685037940740585, "decode.d3.loss_cls": 0.6177789688110351, "decode.d3.loss_mask": 0.7491493463516236, "decode.d3.loss_dice": 1.0302779793739318, "decode.d4.loss_cls": 0.5970344163477421, "decode.d4.loss_mask": 0.7262700229883194, "decode.d4.loss_dice": 0.9980399370193481, "decode.d5.loss_cls": 0.553581441193819, "decode.d5.loss_mask": 0.7129589334130287, "decode.d5.loss_dice": 1.0021273612976074, "decode.d6.loss_cls": 0.5199604764580726, "decode.d6.loss_mask": 0.7093543589115143, "decode.d6.loss_dice": 0.9999740034341812, "decode.d7.loss_cls": 0.5300783537328243, "decode.d7.loss_mask": 0.7058520555496216, "decode.d7.loss_dice": 1.0127922385931014, "decode.d8.loss_cls": 0.514039546251297, "decode.d8.loss_mask": 0.7037665992975235, "decode.d8.loss_dice": 1.0150497049093246, "time": 0.5341070652008056, "memory": 7187, "step": 126050}
{"lr": 2.4744243849863003e-06, "data_time": 0.009275555610656738, "grad_norm": 85.86262512207031, "loss": 23.128014612197877, "decode.loss_cls": 0.4459294699132442, "decode.loss_mask": 0.6332655221223831, "decode.loss_dice": 0.9894337803125381, "decode.d0.loss_cls": 2.2018622756004333, "decode.d0.loss_mask": 0.642471031844616, "decode.d0.loss_dice": 1.1409245364367961, "decode.d1.loss_cls": 0.649917634576559, "decode.d1.loss_mask": 0.6398860812187195, "decode.d1.loss_dice": 1.0252664003521204, "decode.d2.loss_cls": 0.6648984663188457, "decode.d2.loss_mask": 0.6185714200139045, "decode.d2.loss_dice": 0.997403996810317, "decode.d3.loss_cls": 0.5539808981120586, "decode.d3.loss_mask": 0.6127918750047684, "decode.d3.loss_dice": 0.9565689262002707, "decode.d4.loss_cls": 0.4922058269381523, "decode.d4.loss_mask": 0.6165546774864197, "decode.d4.loss_dice": 0.9599052257835865, "decode.d5.loss_cls": 0.48016148842871187, "decode.d5.loss_mask": 0.626483504474163, "decode.d5.loss_dice": 0.9616886757314205, "decode.d6.loss_cls": 0.5126110643148423, "decode.d6.loss_mask": 0.630525304377079, "decode.d6.loss_dice": 0.9572676863521338, "decode.d7.loss_cls": 0.45676817260682584, "decode.d7.loss_mask": 0.6306925401091575, "decode.d7.loss_dice": 0.9661823250353336, "decode.d8.loss_cls": 0.47870990000665187, "decode.d8.loss_mask": 0.6336839169263839, "decode.d8.loss_dice": 0.9514028549194335, "time": 0.5349976539611816, "memory": 7215, "step": 126100}
{"lr": 2.4711395084861792e-06, "data_time": 0.009327173233032227, "grad_norm": 87.61883773803712, "loss": 21.63574848175049, "decode.loss_cls": 0.46162409484386446, "decode.loss_mask": 0.6569848358631134, "decode.loss_dice": 0.8106138974428176, "decode.d0.loss_cls": 2.1244064450263975, "decode.d0.loss_mask": 0.7451894015073777, "decode.d0.loss_dice": 0.9087166309356689, "decode.d1.loss_cls": 0.5669015571475029, "decode.d1.loss_mask": 0.7043778300285339, "decode.d1.loss_dice": 0.8482075989246368, "decode.d2.loss_cls": 0.529499489068985, "decode.d2.loss_mask": 0.672949156165123, "decode.d2.loss_dice": 0.83656647503376, "decode.d3.loss_cls": 0.4932566568255424, "decode.d3.loss_mask": 0.675770303606987, "decode.d3.loss_dice": 0.8359921216964722, "decode.d4.loss_cls": 0.49862892627716066, "decode.d4.loss_mask": 0.6730268687009812, "decode.d4.loss_dice": 0.8020713567733765, "decode.d5.loss_cls": 0.5128306359052658, "decode.d5.loss_mask": 0.6598839282989502, "decode.d5.loss_dice": 0.8173554062843322, "decode.d6.loss_cls": 0.5003886744379997, "decode.d6.loss_mask": 0.653841745853424, "decode.d6.loss_dice": 0.8275725930929184, "decode.d7.loss_cls": 0.46464850902557375, "decode.d7.loss_mask": 0.6522729605436325, "decode.d7.loss_dice": 0.8190563067793846, "decode.d8.loss_cls": 0.4519559219479561, "decode.d8.loss_mask": 0.652376988530159, "decode.d8.loss_dice": 0.778781658411026, "time": 0.5327093124389648, "memory": 7299, "step": 126150}
{"lr": 2.4678541467393293e-06, "data_time": 0.009481978416442872, "grad_norm": 87.83869552612305, "loss": 17.4074800491333, "decode.loss_cls": 0.44464731961488724, "decode.loss_mask": 0.347285695374012, "decode.loss_dice": 0.7537540405988693, "decode.d0.loss_cls": 1.9942927479743957, "decode.d0.loss_mask": 0.38197542876005175, "decode.d0.loss_dice": 0.883584450185299, "decode.d1.loss_cls": 0.5488127119839191, "decode.d1.loss_mask": 0.3568969666957855, "decode.d1.loss_dice": 0.8181732594966888, "decode.d2.loss_cls": 0.47378704100847246, "decode.d2.loss_mask": 0.3563899531960487, "decode.d2.loss_dice": 0.7732636988162994, "decode.d3.loss_cls": 0.45695280432701113, "decode.d3.loss_mask": 0.3487266182899475, "decode.d3.loss_dice": 0.7841841652989388, "decode.d4.loss_cls": 0.4658121183514595, "decode.d4.loss_mask": 0.3457642272114754, "decode.d4.loss_dice": 0.7440438911318779, "decode.d5.loss_cls": 0.44864275828003886, "decode.d5.loss_mask": 0.3530196562409401, "decode.d5.loss_dice": 0.7544777944684029, "decode.d6.loss_cls": 0.4438718568533659, "decode.d6.loss_mask": 0.3543673351407051, "decode.d6.loss_dice": 0.7662652507424355, "decode.d7.loss_cls": 0.40865122638642787, "decode.d7.loss_mask": 0.3550985887646675, "decode.d7.loss_dice": 0.7478123039007187, "decode.d8.loss_cls": 0.3923679184168577, "decode.d8.loss_mask": 0.35159754753112793, "decode.d8.loss_dice": 0.7529599472880364, "time": 0.5340698480606079, "memory": 7216, "step": 126200}
{"lr": 2.4645682989560877e-06, "data_time": 0.009445738792419434, "grad_norm": 83.67120513916015, "loss": 23.449634170532228, "decode.loss_cls": 0.371463879942894, "decode.loss_mask": 0.7798926383256912, "decode.loss_dice": 0.9188205599784851, "decode.d0.loss_cls": 2.0893624782562257, "decode.d0.loss_mask": 0.8420072883367539, "decode.d0.loss_dice": 1.053176337480545, "decode.d1.loss_cls": 0.6435404479503631, "decode.d1.loss_mask": 0.7805461347103119, "decode.d1.loss_dice": 0.96025310754776, "decode.d2.loss_cls": 0.5052363410592079, "decode.d2.loss_mask": 0.7717195302248001, "decode.d2.loss_dice": 0.9512035101652145, "decode.d3.loss_cls": 0.462729312479496, "decode.d3.loss_mask": 0.7684229284524917, "decode.d3.loss_dice": 0.9593640029430389, "decode.d4.loss_cls": 0.47969829067587855, "decode.d4.loss_mask": 0.7781852513551712, "decode.d4.loss_dice": 0.9261237531900406, "decode.d5.loss_cls": 0.3540980279445648, "decode.d5.loss_mask": 0.7842063903808594, "decode.d5.loss_dice": 0.9687426805496215, "decode.d6.loss_cls": 0.4052369698882103, "decode.d6.loss_mask": 0.7775814026594162, "decode.d6.loss_dice": 0.9337024927139282, "decode.d7.loss_cls": 0.3808190062642097, "decode.d7.loss_mask": 0.7785201460123062, "decode.d7.loss_dice": 0.9315012067556381, "decode.d8.loss_cls": 0.3712322495877743, "decode.d8.loss_mask": 0.7808446630835533, "decode.d8.loss_dice": 0.9414033502340317, "time": 0.5345283031463623, "memory": 7233, "step": 126250}
{"lr": 2.4612819643443314e-06, "data_time": 0.009794306755065919, "grad_norm": 78.3428279876709, "loss": 25.837690448760988, "decode.loss_cls": 0.524093072116375, "decode.loss_mask": 0.6627378314733505, "decode.loss_dice": 1.0440388351678849, "decode.d0.loss_cls": 2.4900323271751406, "decode.d0.loss_mask": 0.7819131821393966, "decode.d0.loss_dice": 1.3600340902805328, "decode.d1.loss_cls": 0.8149059042334557, "decode.d1.loss_mask": 0.699719263613224, "decode.d1.loss_dice": 1.2040452659130096, "decode.d2.loss_cls": 0.6670984260737896, "decode.d2.loss_mask": 0.6963535383343696, "decode.d2.loss_dice": 1.166045343875885, "decode.d3.loss_cls": 0.652791341021657, "decode.d3.loss_mask": 0.6963289976119995, "decode.d3.loss_dice": 1.0843615531921387, "decode.d4.loss_cls": 0.566690082103014, "decode.d4.loss_mask": 0.6852895990014076, "decode.d4.loss_dice": 1.072473508119583, "decode.d5.loss_cls": 0.5015442434698343, "decode.d5.loss_mask": 0.6915357694029808, "decode.d5.loss_dice": 1.0821397066116334, "decode.d6.loss_cls": 0.5606937237083912, "decode.d6.loss_mask": 0.6759331479668618, "decode.d6.loss_dice": 1.0439199268817902, "decode.d7.loss_cls": 0.47582424245774746, "decode.d7.loss_mask": 0.6749684125185013, "decode.d7.loss_dice": 1.0432483077049255, "decode.d8.loss_cls": 0.48684642314910886, "decode.d8.loss_mask": 0.6827217400074005, "decode.d8.loss_dice": 1.0493626594543457, "time": 0.5619171619415283, "memory": 7215, "step": 126300}
{"lr": 2.457995142109477e-06, "data_time": 0.009989070892333984, "grad_norm": 101.26402359008789, "loss": 17.382864952087402, "decode.loss_cls": 0.19785036873072387, "decode.loss_mask": 0.5645510852336884, "decode.loss_dice": 0.7056120038032532, "decode.d0.loss_cls": 1.9952208042144775, "decode.d0.loss_mask": 0.6559806704521179, "decode.d0.loss_dice": 0.8172995552420617, "decode.d1.loss_cls": 0.3821394484490156, "decode.d1.loss_mask": 0.6191624253988266, "decode.d1.loss_dice": 0.7715185135602951, "decode.d2.loss_cls": 0.35788351595401763, "decode.d2.loss_mask": 0.572801262140274, "decode.d2.loss_dice": 0.7229168236255645, "decode.d3.loss_cls": 0.2945482052862644, "decode.d3.loss_mask": 0.5733826726675033, "decode.d3.loss_dice": 0.7005025923252106, "decode.d4.loss_cls": 0.2622381955385208, "decode.d4.loss_mask": 0.5749860823154449, "decode.d4.loss_dice": 0.706444376707077, "decode.d5.loss_cls": 0.2244451655074954, "decode.d5.loss_mask": 0.5737418115139008, "decode.d5.loss_dice": 0.7073264077305794, "decode.d6.loss_cls": 0.19785989969968795, "decode.d6.loss_mask": 0.567503347992897, "decode.d6.loss_dice": 0.7018034711480141, "decode.d7.loss_cls": 0.20056807678192853, "decode.d7.loss_mask": 0.5632049381732941, "decode.d7.loss_dice": 0.6957250654697418, "decode.d8.loss_cls": 0.19869374856352806, "decode.d8.loss_mask": 0.567462620139122, "decode.d8.loss_dice": 0.7094913065433502, "time": 0.5351130485534668, "memory": 7244, "step": 126350}
{"lr": 2.4547078314544583e-06, "data_time": 0.009843182563781739, "grad_norm": 86.93322372436523, "loss": 23.363124465942384, "decode.loss_cls": 0.45885096937417985, "decode.loss_mask": 0.5808614954352379, "decode.loss_dice": 1.0605707347393036, "decode.d0.loss_cls": 2.016544187068939, "decode.d0.loss_mask": 0.6858512610197067, "decode.d0.loss_dice": 1.2726987287402154, "decode.d1.loss_cls": 0.6603202223777771, "decode.d1.loss_mask": 0.6167742490768433, "decode.d1.loss_dice": 1.126054187119007, "decode.d2.loss_cls": 0.6303316272795201, "decode.d2.loss_mask": 0.6110966473817825, "decode.d2.loss_dice": 1.0964351505041123, "decode.d3.loss_cls": 0.5169988550245762, "decode.d3.loss_mask": 0.5871716678142548, "decode.d3.loss_dice": 1.0817081302404403, "decode.d4.loss_cls": 0.4881718195974827, "decode.d4.loss_mask": 0.5843801528215409, "decode.d4.loss_dice": 1.0421043172478677, "decode.d5.loss_cls": 0.47411749251186847, "decode.d5.loss_mask": 0.5759813666343689, "decode.d5.loss_dice": 1.0542144179344177, "decode.d6.loss_cls": 0.4501878499984741, "decode.d6.loss_mask": 0.5784159049391746, "decode.d6.loss_dice": 1.013141530752182, "decode.d7.loss_cls": 0.42148461043834684, "decode.d7.loss_mask": 0.5894239544868469, "decode.d7.loss_dice": 1.0302846729755402, "decode.d8.loss_cls": 0.43597863651812074, "decode.d8.loss_mask": 0.579568187892437, "decode.d8.loss_dice": 1.0434017494320869, "time": 0.5347100734710694, "memory": 7306, "step": 126400}
{"lr": 2.451420031579718e-06, "data_time": 0.00988926887512207, "grad_norm": 79.67604141235351, "loss": 18.24955153465271, "decode.loss_cls": 0.35635583363473416, "decode.loss_mask": 0.5052414581179618, "decode.loss_dice": 0.7423582434654236, "decode.d0.loss_cls": 1.9382709622383119, "decode.d0.loss_mask": 0.5777995459735393, "decode.d0.loss_dice": 0.9002324230968952, "decode.d1.loss_cls": 0.5033665433526039, "decode.d1.loss_mask": 0.5241174019873143, "decode.d1.loss_dice": 0.8066541835665703, "decode.d2.loss_cls": 0.43998337015509603, "decode.d2.loss_mask": 0.5044261381030083, "decode.d2.loss_dice": 0.7527160830795765, "decode.d3.loss_cls": 0.3998603098094463, "decode.d3.loss_mask": 0.505323126167059, "decode.d3.loss_dice": 0.7596087843179703, "decode.d4.loss_cls": 0.36912868916988373, "decode.d4.loss_mask": 0.49845109432935714, "decode.d4.loss_dice": 0.7554105423390866, "decode.d5.loss_cls": 0.3656323470175266, "decode.d5.loss_mask": 0.4990088723599911, "decode.d5.loss_dice": 0.7333749450743199, "decode.d6.loss_cls": 0.3650398254394531, "decode.d6.loss_mask": 0.5024869114160537, "decode.d6.loss_dice": 0.7484866634011269, "decode.d7.loss_cls": 0.3614948898553848, "decode.d7.loss_mask": 0.495552933961153, "decode.d7.loss_dice": 0.739459915459156, "decode.d8.loss_cls": 0.35851882211863995, "decode.d8.loss_mask": 0.5012235194444656, "decode.d8.loss_dice": 0.739966693520546, "time": 0.534171199798584, "memory": 7186, "step": 126450}
{"lr": 2.448131741683196e-06, "data_time": 0.00986936092376709, "grad_norm": 87.32272720336914, "loss": 23.491670322418212, "decode.loss_cls": 0.43021946512162684, "decode.loss_mask": 0.5711866229772568, "decode.loss_dice": 1.0186143189668655, "decode.d0.loss_cls": 2.063070607185364, "decode.d0.loss_mask": 0.6358825176954269, "decode.d0.loss_dice": 1.213732036948204, "decode.d1.loss_cls": 0.7819190640002489, "decode.d1.loss_mask": 0.629687549173832, "decode.d1.loss_dice": 1.1788141071796416, "decode.d2.loss_cls": 0.5440296586602926, "decode.d2.loss_mask": 0.6029882803559303, "decode.d2.loss_dice": 1.1105183333158493, "decode.d3.loss_cls": 0.5462465502321721, "decode.d3.loss_mask": 0.5917078793048859, "decode.d3.loss_dice": 1.0647975206375122, "decode.d4.loss_cls": 0.5188939176499844, "decode.d4.loss_mask": 0.5843196913599968, "decode.d4.loss_dice": 1.0648572087287902, "decode.d5.loss_cls": 0.512938580289483, "decode.d5.loss_mask": 0.5642568945884705, "decode.d5.loss_dice": 1.0454711854457854, "decode.d6.loss_cls": 0.49282538406550885, "decode.d6.loss_mask": 0.565820625424385, "decode.d6.loss_dice": 1.044430410861969, "decode.d7.loss_cls": 0.4905074916779995, "decode.d7.loss_mask": 0.554232120513916, "decode.d7.loss_dice": 1.0110614269971847, "decode.d8.loss_cls": 0.4612243287265301, "decode.d8.loss_mask": 0.5684758394956588, "decode.d8.loss_dice": 1.0289395868778228, "time": 0.5340344429016113, "memory": 7274, "step": 126500}
{"lr": 2.444842960960317e-06, "data_time": 0.010076236724853516, "grad_norm": 80.19746856689453, "loss": 20.363823318481444, "decode.loss_cls": 0.38313733972609043, "decode.loss_mask": 0.5537766963243484, "decode.loss_dice": 0.849951694905758, "decode.d0.loss_cls": 1.9084506630897522, "decode.d0.loss_mask": 0.6368394553661346, "decode.d0.loss_dice": 1.0511464953422547, "decode.d1.loss_cls": 0.5172965377569199, "decode.d1.loss_mask": 0.5960079312324524, "decode.d1.loss_dice": 0.9780184879899025, "decode.d2.loss_cls": 0.4533774830400944, "decode.d2.loss_mask": 0.5837033659219741, "decode.d2.loss_dice": 0.9295839086174965, "decode.d3.loss_cls": 0.4779773995280266, "decode.d3.loss_mask": 0.5307895839214325, "decode.d3.loss_dice": 0.861168521642685, "decode.d4.loss_cls": 0.46258330531418324, "decode.d4.loss_mask": 0.5359171614050865, "decode.d4.loss_dice": 0.845661211013794, "decode.d5.loss_cls": 0.375859409943223, "decode.d5.loss_mask": 0.569862724840641, "decode.d5.loss_dice": 0.8581584438681602, "decode.d6.loss_cls": 0.40675495713949206, "decode.d6.loss_mask": 0.5543323069810867, "decode.d6.loss_dice": 0.8620928138494491, "decode.d7.loss_cls": 0.39154393672943116, "decode.d7.loss_mask": 0.541984099149704, "decode.d7.loss_dice": 0.8445618361234665, "decode.d8.loss_cls": 0.3780300173908472, "decode.d8.loss_mask": 0.550424014031887, "decode.d8.loss_dice": 0.8748301908373832, "time": 0.5337854862213135, "memory": 7195, "step": 126550}
{"lr": 2.4415536886039813e-06, "data_time": 0.009954500198364257, "grad_norm": 79.13998298645019, "loss": 21.582372856140136, "decode.loss_cls": 0.3247811391949654, "decode.loss_mask": 0.5839191019535065, "decode.loss_dice": 0.951261329650879, "decode.d0.loss_cls": 2.0566410660743712, "decode.d0.loss_mask": 0.675624081492424, "decode.d0.loss_dice": 1.09483060836792, "decode.d1.loss_cls": 0.5671410761773586, "decode.d1.loss_mask": 0.6313839972019195, "decode.d1.loss_dice": 1.0602264821529388, "decode.d2.loss_cls": 0.46234244480729103, "decode.d2.loss_mask": 0.6102296441793442, "decode.d2.loss_dice": 0.9937293827533722, "decode.d3.loss_cls": 0.42703429982066154, "decode.d3.loss_mask": 0.609944224357605, "decode.d3.loss_dice": 0.9772307455539704, "decode.d4.loss_cls": 0.3383879154920578, "decode.d4.loss_mask": 0.5944137185811996, "decode.d4.loss_dice": 0.961175388097763, "decode.d5.loss_cls": 0.3592506073415279, "decode.d5.loss_mask": 0.5975171998143196, "decode.d5.loss_dice": 0.9681382864713669, "decode.d6.loss_cls": 0.40870968997478485, "decode.d6.loss_mask": 0.5922418534755707, "decode.d6.loss_dice": 0.9704894363880158, "decode.d7.loss_cls": 0.3536065943539143, "decode.d7.loss_mask": 0.5921032637357712, "decode.d7.loss_dice": 0.9644671976566315, "decode.d8.loss_cls": 0.3187025174498558, "decode.d8.loss_mask": 0.5843899220228195, "decode.d8.loss_dice": 0.9524611324071884, "time": 0.5590149641036988, "memory": 7216, "step": 126600}
{"lr": 2.4382639238045535e-06, "data_time": 0.009968757629394531, "grad_norm": 91.01058731079101, "loss": 22.49196877479553, "decode.loss_cls": 0.3542440768331289, "decode.loss_mask": 0.6184507563710213, "decode.loss_dice": 0.9988780945539475, "decode.d0.loss_cls": 2.1324536561965943, "decode.d0.loss_mask": 0.6898639917373657, "decode.d0.loss_dice": 1.1545952707529068, "decode.d1.loss_cls": 0.5723171323537827, "decode.d1.loss_mask": 0.6617596164345741, "decode.d1.loss_dice": 1.0665277063846588, "decode.d2.loss_cls": 0.489413658156991, "decode.d2.loss_mask": 0.6311098769307136, "decode.d2.loss_dice": 1.0220583170652389, "decode.d3.loss_cls": 0.47510593608021734, "decode.d3.loss_mask": 0.6367833644151688, "decode.d3.loss_dice": 0.9812106758356094, "decode.d4.loss_cls": 0.3859894569963217, "decode.d4.loss_mask": 0.6540523171424866, "decode.d4.loss_dice": 1.0059236645698548, "decode.d5.loss_cls": 0.3652028448879719, "decode.d5.loss_mask": 0.6472023203969002, "decode.d5.loss_dice": 0.978240042924881, "decode.d6.loss_cls": 0.4026119478046894, "decode.d6.loss_mask": 0.6237523198127747, "decode.d6.loss_dice": 0.9578256785869599, "decode.d7.loss_cls": 0.4078655816614628, "decode.d7.loss_mask": 0.6179956004023552, "decode.d7.loss_dice": 0.9688557416200638, "decode.d8.loss_cls": 0.37748157009482386, "decode.d8.loss_mask": 0.6162173375487328, "decode.d8.loss_dice": 0.997979673743248, "time": 0.536765456199646, "memory": 7317, "step": 126650}
{"lr": 2.4349736657498453e-06, "data_time": 0.010020852088928223, "grad_norm": 98.87702331542968, "loss": 15.520797061920167, "decode.loss_cls": 0.2914357498288155, "decode.loss_mask": 0.45983910709619524, "decode.loss_dice": 0.5678568840026855, "decode.d0.loss_cls": 1.8017170667648315, "decode.d0.loss_mask": 0.5345507860183716, "decode.d0.loss_dice": 0.6520628064870835, "decode.d1.loss_cls": 0.404819954931736, "decode.d1.loss_mask": 0.4966671511530876, "decode.d1.loss_dice": 0.6144321858882904, "decode.d2.loss_cls": 0.38323193192481997, "decode.d2.loss_mask": 0.499668750166893, "decode.d2.loss_dice": 0.581126406788826, "decode.d3.loss_cls": 0.3928768619894981, "decode.d3.loss_mask": 0.485783714056015, "decode.d3.loss_dice": 0.5820784151554108, "decode.d4.loss_cls": 0.37826634719967844, "decode.d4.loss_mask": 0.4728414073586464, "decode.d4.loss_dice": 0.5673848420381546, "decode.d5.loss_cls": 0.369157525151968, "decode.d5.loss_mask": 0.4666185677051544, "decode.d5.loss_dice": 0.5425046265125275, "decode.d6.loss_cls": 0.317228227481246, "decode.d6.loss_mask": 0.47034197151660917, "decode.d6.loss_dice": 0.556066146492958, "decode.d7.loss_cls": 0.30781570002436637, "decode.d7.loss_mask": 0.46320013105869295, "decode.d7.loss_dice": 0.5273592352867127, "decode.d8.loss_cls": 0.3046773515641689, "decode.d8.loss_mask": 0.46303891092538835, "decode.d8.loss_dice": 0.5661482736468315, "time": 0.5316186428070069, "memory": 7235, "step": 126700}
{"lr": 2.4316829136251113e-06, "data_time": 0.010113072395324708, "grad_norm": 84.47213439941406, "loss": 26.598279571533205, "decode.loss_cls": 0.4771786414086819, "decode.loss_mask": 0.6744006857275963, "decode.loss_dice": 1.2878538608551025, "decode.d0.loss_cls": 2.05082106590271, "decode.d0.loss_mask": 0.7335494130849838, "decode.d0.loss_dice": 1.3260541141033173, "decode.d1.loss_cls": 0.6646097674965858, "decode.d1.loss_mask": 0.7045982033014297, "decode.d1.loss_dice": 1.2975204527378081, "decode.d2.loss_cls": 0.7119272589683533, "decode.d2.loss_mask": 0.6882735431194306, "decode.d2.loss_dice": 1.3201589226722716, "decode.d3.loss_cls": 0.5375612035393715, "decode.d3.loss_mask": 0.688531868159771, "decode.d3.loss_dice": 1.2664932787418366, "decode.d4.loss_cls": 0.5005735121667385, "decode.d4.loss_mask": 0.6910134449601173, "decode.d4.loss_dice": 1.2494479268789291, "decode.d5.loss_cls": 0.5102437324821949, "decode.d5.loss_mask": 0.6776219010353088, "decode.d5.loss_dice": 1.2810580044984818, "decode.d6.loss_cls": 0.5293462216854096, "decode.d6.loss_mask": 0.6814568728208542, "decode.d6.loss_dice": 1.254605096578598, "decode.d7.loss_cls": 0.470344515144825, "decode.d7.loss_mask": 0.6694932326674461, "decode.d7.loss_dice": 1.255445843935013, "decode.d8.loss_cls": 0.4131377190351486, "decode.d8.loss_mask": 0.6745855242013932, "decode.d8.loss_dice": 1.3103758454322816, "time": 0.5577585220336914, "memory": 7243, "step": 126750}
{"lr": 2.428391666613027e-06, "data_time": 0.009980177879333496, "grad_norm": 88.8195915222168, "loss": 25.0419059753418, "decode.loss_cls": 0.5194993674755096, "decode.loss_mask": 0.6156499356031417, "decode.loss_dice": 1.1085312366485596, "decode.d0.loss_cls": 2.0070961117744446, "decode.d0.loss_mask": 0.7004671066999435, "decode.d0.loss_dice": 1.4136749088764191, "decode.d1.loss_cls": 0.6765609487891198, "decode.d1.loss_mask": 0.6538053661584854, "decode.d1.loss_dice": 1.2460275828838348, "decode.d2.loss_cls": 0.596966290473938, "decode.d2.loss_mask": 0.6368350684642792, "decode.d2.loss_dice": 1.1962602317333222, "decode.d3.loss_cls": 0.5882813706994057, "decode.d3.loss_mask": 0.6223476022481919, "decode.d3.loss_dice": 1.1258000373840331, "decode.d4.loss_cls": 0.5269718363881111, "decode.d4.loss_mask": 0.6364924252033234, "decode.d4.loss_dice": 1.177748018503189, "decode.d5.loss_cls": 0.5375927530229092, "decode.d5.loss_mask": 0.6194353610277176, "decode.d5.loss_dice": 1.133728501200676, "decode.d6.loss_cls": 0.5038196682929993, "decode.d6.loss_mask": 0.6179317563772202, "decode.d6.loss_dice": 1.1111801147460938, "decode.d7.loss_cls": 0.49832094460725784, "decode.d7.loss_mask": 0.6217872470617294, "decode.d7.loss_dice": 1.1174505949020386, "decode.d8.loss_cls": 0.507253409922123, "decode.d8.loss_mask": 0.6181732773780823, "decode.d8.loss_dice": 1.1062163412570953, "time": 0.5346851348876953, "memory": 7284, "step": 126800}
{"lr": 2.4250999238936898e-06, "data_time": 0.009948110580444336, "grad_norm": 102.63450164794922, "loss": 23.070547676086427, "decode.loss_cls": 0.35707819238305094, "decode.loss_mask": 0.6071177035570144, "decode.loss_dice": 1.0588349401950836, "decode.d0.loss_cls": 1.9411958634853363, "decode.d0.loss_mask": 0.7000907123088836, "decode.d0.loss_dice": 1.2510551989078522, "decode.d1.loss_cls": 0.5592276066541672, "decode.d1.loss_mask": 0.6600379765033721, "decode.d1.loss_dice": 1.137789285182953, "decode.d2.loss_cls": 0.4630436301231384, "decode.d2.loss_mask": 0.6632898658514023, "decode.d2.loss_dice": 1.1248648107051848, "decode.d3.loss_cls": 0.5241193063557148, "decode.d3.loss_mask": 0.6306819558143616, "decode.d3.loss_dice": 1.0326599895954132, "decode.d4.loss_cls": 0.452344561368227, "decode.d4.loss_mask": 0.6249832719564438, "decode.d4.loss_dice": 1.0212843537330627, "decode.d5.loss_cls": 0.42462253123521804, "decode.d5.loss_mask": 0.6268967419862748, "decode.d5.loss_dice": 1.0572535634040832, "decode.d6.loss_cls": 0.4517111420631409, "decode.d6.loss_mask": 0.6156078666448593, "decode.d6.loss_dice": 1.0462128341197967, "decode.d7.loss_cls": 0.34290441647171976, "decode.d7.loss_mask": 0.6042266964912415, "decode.d7.loss_dice": 1.0447662472724915, "decode.d8.loss_cls": 0.3772027462720871, "decode.d8.loss_mask": 0.6023193150758743, "decode.d8.loss_dice": 1.067124253511429, "time": 0.5356220960617065, "memory": 7233, "step": 126850}
{"lr": 2.4218076846445956e-06, "data_time": 0.010131001472473145, "grad_norm": 99.70599594116212, "loss": 25.69354381561279, "decode.loss_cls": 0.5871073182672262, "decode.loss_mask": 0.8245965570211411, "decode.loss_dice": 1.0085622727870942, "decode.d0.loss_cls": 1.9624495267868043, "decode.d0.loss_mask": 0.8459389537572861, "decode.d0.loss_dice": 1.1572483837604524, "decode.d1.loss_cls": 0.7686289012432098, "decode.d1.loss_mask": 0.7505336165428161, "decode.d1.loss_dice": 1.0615783154964447, "decode.d2.loss_cls": 0.5972353696823121, "decode.d2.loss_mask": 0.7798493027687072, "decode.d2.loss_dice": 1.0178161442279816, "decode.d3.loss_cls": 0.547989871352911, "decode.d3.loss_mask": 0.7637202233076096, "decode.d3.loss_dice": 0.9975622653961181, "decode.d4.loss_cls": 0.5761899583041667, "decode.d4.loss_mask": 0.7719393521547318, "decode.d4.loss_dice": 1.0356208354234695, "decode.d5.loss_cls": 0.5393154878169298, "decode.d5.loss_mask": 0.8091891825199127, "decode.d5.loss_dice": 1.0249798864126205, "decode.d6.loss_cls": 0.6070459254086018, "decode.d6.loss_mask": 0.8196578860282898, "decode.d6.loss_dice": 1.0221850365400313, "decode.d7.loss_cls": 0.5484014756977558, "decode.d7.loss_mask": 0.8418635129928589, "decode.d7.loss_dice": 1.0345101952552795, "decode.d8.loss_cls": 0.5608982656151056, "decode.d8.loss_mask": 0.8339314818382263, "decode.d8.loss_dice": 0.9969969868659974, "time": 0.5357641220092774, "memory": 7341, "step": 126900}
{"lr": 2.418514948040631e-06, "data_time": 0.010069727897644043, "grad_norm": 98.91186065673828, "loss": 20.781186199188234, "decode.loss_cls": 0.35162644386291503, "decode.loss_mask": 0.550219663977623, "decode.loss_dice": 0.9456416487693786, "decode.d0.loss_cls": 1.9530984163284302, "decode.d0.loss_mask": 0.6218032360076904, "decode.d0.loss_dice": 1.0927343294024467, "decode.d1.loss_cls": 0.4688087873160839, "decode.d1.loss_mask": 0.5689143538475037, "decode.d1.loss_dice": 0.9997029423713684, "decode.d2.loss_cls": 0.4214602164924145, "decode.d2.loss_mask": 0.566763722896576, "decode.d2.loss_dice": 0.9897935390472412, "decode.d3.loss_cls": 0.3973546177148819, "decode.d3.loss_mask": 0.5554486513137817, "decode.d3.loss_dice": 0.9514476329088211, "decode.d4.loss_cls": 0.3585411995649338, "decode.d4.loss_mask": 0.5505827039480209, "decode.d4.loss_dice": 0.9653610289096832, "decode.d5.loss_cls": 0.3791700191795826, "decode.d5.loss_mask": 0.5462765485048294, "decode.d5.loss_dice": 0.9577483162283897, "decode.d6.loss_cls": 0.35703764855861664, "decode.d6.loss_mask": 0.5614009767770767, "decode.d6.loss_dice": 0.9605002641677857, "decode.d7.loss_cls": 0.340106887370348, "decode.d7.loss_mask": 0.5644930750131607, "decode.d7.loss_dice": 0.9523749932646751, "decode.d8.loss_cls": 0.35297896787524224, "decode.d8.loss_mask": 0.5591848939657211, "decode.d8.loss_dice": 0.9406110167503356, "time": 0.5603062152862549, "memory": 7193, "step": 126950}
{"lr": 2.415221713254065e-06, "data_time": 0.009896993637084961, "grad_norm": 86.02464294433594, "loss": 23.328785800933836, "decode.loss_cls": 0.6224001586437226, "decode.loss_mask": 0.6197812169790268, "decode.loss_dice": 0.8568391501903534, "decode.d0.loss_cls": 2.4364951610565186, "decode.d0.loss_mask": 0.7624026477336884, "decode.d0.loss_dice": 1.088856077194214, "decode.d1.loss_cls": 0.6795446962118149, "decode.d1.loss_mask": 0.6549010455608368, "decode.d1.loss_dice": 0.9563192844390869, "decode.d2.loss_cls": 0.5834087014198304, "decode.d2.loss_mask": 0.6226607084274292, "decode.d2.loss_dice": 0.9111050546169281, "decode.d3.loss_cls": 0.6374603703618049, "decode.d3.loss_mask": 0.6189164966344833, "decode.d3.loss_dice": 0.8819782376289368, "decode.d4.loss_cls": 0.6286483824253082, "decode.d4.loss_mask": 0.6104563489556313, "decode.d4.loss_dice": 0.8560619652271271, "decode.d5.loss_cls": 0.658233005553484, "decode.d5.loss_mask": 0.5996469467878341, "decode.d5.loss_dice": 0.8474839806556702, "decode.d6.loss_cls": 0.6051001623272896, "decode.d6.loss_mask": 0.6038256913423539, "decode.d6.loss_dice": 0.8408984035253525, "decode.d7.loss_cls": 0.5902539290487766, "decode.d7.loss_mask": 0.6117881536483765, "decode.d7.loss_dice": 0.860818812251091, "decode.d8.loss_cls": 0.632810678333044, "decode.d8.loss_mask": 0.5963800638914108, "decode.d8.loss_dice": 0.853310564160347, "time": 0.5352804660797119, "memory": 7197, "step": 127000}
{"lr": 2.4119279794545277e-06, "data_time": 0.009818601608276366, "grad_norm": 79.4892707824707, "loss": 22.585456085205077, "decode.loss_cls": 0.4487942822277546, "decode.loss_mask": 0.5562433540821076, "decode.loss_dice": 1.0121340036392212, "decode.d0.loss_cls": 2.2811305046081545, "decode.d0.loss_mask": 0.6443362087011337, "decode.d0.loss_dice": 1.1895064830780029, "decode.d1.loss_cls": 0.5291515089571476, "decode.d1.loss_mask": 0.6032836556434631, "decode.d1.loss_dice": 1.0828488767147064, "decode.d2.loss_cls": 0.48710916712880137, "decode.d2.loss_mask": 0.5727865248918533, "decode.d2.loss_dice": 1.0556723743677139, "decode.d3.loss_cls": 0.47867090851068494, "decode.d3.loss_mask": 0.5643103569746017, "decode.d3.loss_dice": 1.009846293926239, "decode.d4.loss_cls": 0.45325675159692763, "decode.d4.loss_mask": 0.5596717119216919, "decode.d4.loss_dice": 1.041805636882782, "decode.d5.loss_cls": 0.42173118740320203, "decode.d5.loss_mask": 0.5609650850296021, "decode.d5.loss_dice": 1.0500551253557204, "decode.d6.loss_cls": 0.4187286853790283, "decode.d6.loss_mask": 0.5607298612594604, "decode.d6.loss_dice": 1.0279951632022857, "decode.d7.loss_cls": 0.4467843919992447, "decode.d7.loss_mask": 0.5544032692909241, "decode.d7.loss_dice": 0.9812379688024521, "decode.d8.loss_cls": 0.41947085931897166, "decode.d8.loss_mask": 0.5559703767299652, "decode.d8.loss_dice": 1.0168256908655167, "time": 0.5336862802505493, "memory": 7187, "step": 127050}
{"lr": 2.408633745809006e-06, "data_time": 0.009946227073669434, "grad_norm": 79.55740051269531, "loss": 21.0607177734375, "decode.loss_cls": 0.4149533577263355, "decode.loss_mask": 0.46569219678640367, "decode.loss_dice": 0.975401321053505, "decode.d0.loss_cls": 2.069419097900391, "decode.d0.loss_mask": 0.5132506154477596, "decode.d0.loss_dice": 1.1446645513176918, "decode.d1.loss_cls": 0.6140335991978645, "decode.d1.loss_mask": 0.5086070187389851, "decode.d1.loss_dice": 1.056336884945631, "decode.d2.loss_cls": 0.5718247666954994, "decode.d2.loss_mask": 0.47836274430155756, "decode.d2.loss_dice": 1.0336162574589252, "decode.d3.loss_cls": 0.4581506736576557, "decode.d3.loss_mask": 0.47745859920978545, "decode.d3.loss_dice": 1.000359296798706, "decode.d4.loss_cls": 0.4678563870489597, "decode.d4.loss_mask": 0.4725832410156727, "decode.d4.loss_dice": 0.9626032069325448, "decode.d5.loss_cls": 0.4542028956115246, "decode.d5.loss_mask": 0.46004246547818184, "decode.d5.loss_dice": 0.9516695275902748, "decode.d6.loss_cls": 0.41580016538500786, "decode.d6.loss_mask": 0.46415849030017853, "decode.d6.loss_dice": 0.9506104812026024, "decode.d7.loss_cls": 0.40058170855045316, "decode.d7.loss_mask": 0.4687532320618629, "decode.d7.loss_dice": 0.9631698578596115, "decode.d8.loss_cls": 0.42007733769714833, "decode.d8.loss_mask": 0.46264454200863836, "decode.d8.loss_dice": 0.963832426071167, "time": 0.534247899055481, "memory": 7260, "step": 127100}
{"lr": 2.4053390114818243e-06, "data_time": 0.009659099578857421, "grad_norm": 103.75206718444824, "loss": 18.746868133544922, "decode.loss_cls": 0.27570957243442534, "decode.loss_mask": 0.5117156565189361, "decode.loss_dice": 0.8004362493753433, "decode.d0.loss_cls": 2.14805006980896, "decode.d0.loss_mask": 0.5621515393257142, "decode.d0.loss_dice": 1.0030217856168746, "decode.d1.loss_cls": 0.5483593598008156, "decode.d1.loss_mask": 0.5300583571195603, "decode.d1.loss_dice": 0.891440811753273, "decode.d2.loss_cls": 0.40869291946291925, "decode.d2.loss_mask": 0.5278690695762634, "decode.d2.loss_dice": 0.8201975643634796, "decode.d3.loss_cls": 0.3500807203352451, "decode.d3.loss_mask": 0.5179960429668427, "decode.d3.loss_dice": 0.8081054806709289, "decode.d4.loss_cls": 0.3092446893453598, "decode.d4.loss_mask": 0.517697885632515, "decode.d4.loss_dice": 0.7992275267839432, "decode.d5.loss_cls": 0.29831386134028437, "decode.d5.loss_mask": 0.5156271874904632, "decode.d5.loss_dice": 0.807521453499794, "decode.d6.loss_cls": 0.27561515420675275, "decode.d6.loss_mask": 0.5152233153581619, "decode.d6.loss_dice": 0.813273411989212, "decode.d7.loss_cls": 0.2706888698041439, "decode.d7.loss_mask": 0.5182149887084961, "decode.d7.loss_dice": 0.8064826697111129, "decode.d8.loss_cls": 0.2746779151260853, "decode.d8.loss_mask": 0.5186107456684113, "decode.d8.loss_dice": 0.8025626450777054, "time": 0.561744499206543, "memory": 7243, "step": 127150}
{"lr": 2.4020437756346417e-06, "data_time": 0.00940842628479004, "grad_norm": 84.9211410522461, "loss": 19.4763072013855, "decode.loss_cls": 0.2956191344186664, "decode.loss_mask": 0.5451655611395836, "decode.loss_dice": 0.8295937091112137, "decode.d0.loss_cls": 2.030803996324539, "decode.d0.loss_mask": 0.6358762264251709, "decode.d0.loss_dice": 1.0107152923941611, "decode.d1.loss_cls": 0.5115835681557656, "decode.d1.loss_mask": 0.5877282798290253, "decode.d1.loss_dice": 0.9074117563664913, "decode.d2.loss_cls": 0.4173532046377659, "decode.d2.loss_mask": 0.5578046053647995, "decode.d2.loss_dice": 0.8592218264937401, "decode.d3.loss_cls": 0.4083970881998539, "decode.d3.loss_mask": 0.55750832259655, "decode.d3.loss_dice": 0.8258712716400624, "decode.d4.loss_cls": 0.3535057544708252, "decode.d4.loss_mask": 0.5617394551634789, "decode.d4.loss_dice": 0.8318516567349434, "decode.d5.loss_cls": 0.3522833801805973, "decode.d5.loss_mask": 0.5500853970646858, "decode.d5.loss_dice": 0.8255425736308097, "decode.d6.loss_cls": 0.33007034137845037, "decode.d6.loss_mask": 0.5529281318187713, "decode.d6.loss_dice": 0.8197422012686729, "decode.d7.loss_cls": 0.29764078818261624, "decode.d7.loss_mask": 0.5463585838675499, "decode.d7.loss_dice": 0.8189726039767266, "decode.d8.loss_cls": 0.2887152088806033, "decode.d8.loss_mask": 0.5424438446760178, "decode.d8.loss_dice": 0.8237738981842995, "time": 0.5338589429855347, "memory": 7264, "step": 127200}
{"lr": 2.398748037426429e-06, "data_time": 0.009569644927978516, "grad_norm": 97.55608100891114, "loss": 16.94076290130615, "decode.loss_cls": 0.2797209583222866, "decode.loss_mask": 0.5358280688524246, "decode.loss_dice": 0.6390551328659058, "decode.d0.loss_cls": 1.732585370540619, "decode.d0.loss_mask": 0.575330126285553, "decode.d0.loss_dice": 0.7620622277259826, "decode.d1.loss_cls": 0.4831759661436081, "decode.d1.loss_mask": 0.5361054062843322, "decode.d1.loss_dice": 0.7001572906970978, "decode.d2.loss_cls": 0.3955448940396309, "decode.d2.loss_mask": 0.5475596249103546, "decode.d2.loss_dice": 0.6649643778800964, "decode.d3.loss_cls": 0.338064631074667, "decode.d3.loss_mask": 0.5402769982814789, "decode.d3.loss_dice": 0.6546166151762008, "decode.d4.loss_cls": 0.3458661876618862, "decode.d4.loss_mask": 0.5364855736494064, "decode.d4.loss_dice": 0.6554348707199097, "decode.d5.loss_cls": 0.29194349646568296, "decode.d5.loss_mask": 0.5389417856931686, "decode.d5.loss_dice": 0.6594038337469101, "decode.d6.loss_cls": 0.3401553567498922, "decode.d6.loss_mask": 0.5371121227741241, "decode.d6.loss_dice": 0.6527914494276047, "decode.d7.loss_cls": 0.3220727615058422, "decode.d7.loss_mask": 0.5316968023777008, "decode.d7.loss_dice": 0.634480431675911, "decode.d8.loss_cls": 0.32197353839874265, "decode.d8.loss_mask": 0.5435438692569733, "decode.d8.loss_dice": 0.6438124030828476, "time": 0.5347694873809814, "memory": 7290, "step": 127250}
{"lr": 2.3954517960134596e-06, "data_time": 0.00929553508758545, "grad_norm": 95.99390487670898, "loss": 21.061943292617798, "decode.loss_cls": 0.28295481093227864, "decode.loss_mask": 0.5500556409358979, "decode.loss_dice": 0.9969476699829102, "decode.d0.loss_cls": 1.8320963025093078, "decode.d0.loss_mask": 0.6123593002557755, "decode.d0.loss_dice": 1.1006908863782883, "decode.d1.loss_cls": 0.5214127525687218, "decode.d1.loss_mask": 0.5936071842908859, "decode.d1.loss_dice": 1.0482225716114044, "decode.d2.loss_cls": 0.43169349022209647, "decode.d2.loss_mask": 0.5836797147989273, "decode.d2.loss_dice": 1.0530082762241364, "decode.d3.loss_cls": 0.3878832433372736, "decode.d3.loss_mask": 0.5883898258209228, "decode.d3.loss_dice": 1.0052014350891114, "decode.d4.loss_cls": 0.40574647188186647, "decode.d4.loss_mask": 0.5824493050575257, "decode.d4.loss_dice": 0.9981040775775909, "decode.d5.loss_cls": 0.3317288845777512, "decode.d5.loss_mask": 0.58227459192276, "decode.d5.loss_dice": 1.0070470124483109, "decode.d6.loss_cls": 0.3439199198037386, "decode.d6.loss_mask": 0.5585815221071243, "decode.d6.loss_dice": 0.9915685951709747, "decode.d7.loss_cls": 0.307111881300807, "decode.d7.loss_mask": 0.5584476798772812, "decode.d7.loss_dice": 0.9908745020627976, "decode.d8.loss_cls": 0.2751542489975691, "decode.d8.loss_mask": 0.550921693444252, "decode.d8.loss_dice": 0.9898109167814255, "time": 0.533171558380127, "memory": 7275, "step": 127300}
{"lr": 2.3921550505493004e-06, "data_time": 0.009316039085388184, "grad_norm": 98.09607849121093, "loss": 23.040248966217042, "decode.loss_cls": 0.4766035482287407, "decode.loss_mask": 0.6101421236991882, "decode.loss_dice": 0.8941772937774658, "decode.d0.loss_cls": 2.3341085076332093, "decode.d0.loss_mask": 0.7224174201488495, "decode.d0.loss_dice": 1.1336916625499724, "decode.d1.loss_cls": 0.6618279695510865, "decode.d1.loss_mask": 0.6725755423307419, "decode.d1.loss_dice": 1.0203686952590942, "decode.d2.loss_cls": 0.6361891165375709, "decode.d2.loss_mask": 0.6187773048877716, "decode.d2.loss_dice": 0.9364877879619599, "decode.d3.loss_cls": 0.5619625389575958, "decode.d3.loss_mask": 0.6269277900457382, "decode.d3.loss_dice": 0.9181743741035462, "decode.d4.loss_cls": 0.5483162418007851, "decode.d4.loss_mask": 0.6316878020763397, "decode.d4.loss_dice": 0.9382688701152802, "decode.d5.loss_cls": 0.4932062789797783, "decode.d5.loss_mask": 0.6210971474647522, "decode.d5.loss_dice": 0.9224131882190705, "decode.d6.loss_cls": 0.461073337495327, "decode.d6.loss_mask": 0.6279075473546982, "decode.d6.loss_dice": 0.942755925655365, "decode.d7.loss_cls": 0.5072851866483689, "decode.d7.loss_mask": 0.6134905636310577, "decode.d7.loss_dice": 0.9093101620674133, "decode.d8.loss_cls": 0.4697444006800652, "decode.d8.loss_mask": 0.6112977623939514, "decode.d8.loss_dice": 0.9179625034332275, "time": 0.5361204624176026, "memory": 7229, "step": 127350}
{"lr": 2.3888578001847954e-06, "data_time": 0.009676122665405273, "grad_norm": 101.36132507324218, "loss": 22.754614543914794, "decode.loss_cls": 0.4065669536590576, "decode.loss_mask": 0.5476636797189712, "decode.loss_dice": 1.0833491921424865, "decode.d0.loss_cls": 2.032462167739868, "decode.d0.loss_mask": 0.6425505697727203, "decode.d0.loss_dice": 1.2564490616321564, "decode.d1.loss_cls": 0.578088042140007, "decode.d1.loss_mask": 0.5671766430139542, "decode.d1.loss_dice": 1.182150310277939, "decode.d2.loss_cls": 0.5465303152799607, "decode.d2.loss_mask": 0.5365659773349762, "decode.d2.loss_dice": 1.10578595995903, "decode.d3.loss_cls": 0.44684785753488543, "decode.d3.loss_mask": 0.5497394502162933, "decode.d3.loss_dice": 1.102439248561859, "decode.d4.loss_cls": 0.39777909517288207, "decode.d4.loss_mask": 0.5444778561592102, "decode.d4.loss_dice": 1.091023188829422, "decode.d5.loss_cls": 0.38084408938884734, "decode.d5.loss_mask": 0.5435046225786209, "decode.d5.loss_dice": 1.083679163455963, "decode.d6.loss_cls": 0.42966204434633254, "decode.d6.loss_mask": 0.5507939755916595, "decode.d6.loss_dice": 1.0692849278450012, "decode.d7.loss_cls": 0.4006635218858719, "decode.d7.loss_mask": 0.5628143817186355, "decode.d7.loss_dice": 1.0834535479545593, "decode.d8.loss_cls": 0.41002645194530485, "decode.d8.loss_mask": 0.5515861183404922, "decode.d8.loss_dice": 1.0706571638584137, "time": 0.5340505838394165, "memory": 7214, "step": 127400}
{"lr": 2.3855600440680515e-06, "data_time": 0.009609508514404296, "grad_norm": 100.72913055419922, "loss": 28.300296115875245, "decode.loss_cls": 0.6487251080572605, "decode.loss_mask": 0.7411755204200745, "decode.loss_dice": 1.1786620676517487, "decode.d0.loss_cls": 2.4597233057022097, "decode.d0.loss_mask": 0.8045321226119995, "decode.d0.loss_dice": 1.4817250162363051, "decode.d1.loss_cls": 0.7621303349733353, "decode.d1.loss_mask": 0.746372389793396, "decode.d1.loss_dice": 1.3939372271299362, "decode.d2.loss_cls": 0.6290600970387459, "decode.d2.loss_mask": 0.7373108059167862, "decode.d2.loss_dice": 1.2882561326026916, "decode.d3.loss_cls": 0.5833170913159847, "decode.d3.loss_mask": 0.7111350774765015, "decode.d3.loss_dice": 1.2486054390668868, "decode.d4.loss_cls": 0.6336901925504208, "decode.d4.loss_mask": 0.7453317403793335, "decode.d4.loss_dice": 1.2325101405382157, "decode.d5.loss_cls": 0.584161376953125, "decode.d5.loss_mask": 0.7551091611385345, "decode.d5.loss_dice": 1.2306266099214553, "decode.d6.loss_cls": 0.6185632057487964, "decode.d6.loss_mask": 0.7278209596872329, "decode.d6.loss_dice": 1.2093625366687775, "decode.d7.loss_cls": 0.6230779334902763, "decode.d7.loss_mask": 0.7313926458358765, "decode.d7.loss_dice": 1.2114939570426941, "decode.d8.loss_cls": 0.6442616492509842, "decode.d8.loss_mask": 0.737943422794342, "decode.d8.loss_dice": 1.200281235575676, "time": 0.5328202247619629, "memory": 7260, "step": 127450}
{"lr": 2.3822617813444296e-06, "data_time": 0.009513115882873536, "grad_norm": 98.93640670776367, "loss": 24.862137413024904, "decode.loss_cls": 0.46180846244096757, "decode.loss_mask": 0.6322407782077789, "decode.loss_dice": 1.054480391740799, "decode.d0.loss_cls": 2.16632080078125, "decode.d0.loss_mask": 0.7049457252025604, "decode.d0.loss_dice": 1.214697790145874, "decode.d1.loss_cls": 0.6896890461444855, "decode.d1.loss_mask": 0.6562936991453171, "decode.d1.loss_dice": 1.197532793879509, "decode.d2.loss_cls": 0.7120621763169765, "decode.d2.loss_mask": 0.6628228992223739, "decode.d2.loss_dice": 1.1058933973312377, "decode.d3.loss_cls": 0.6773352675139904, "decode.d3.loss_mask": 0.6440256401896477, "decode.d3.loss_dice": 1.072925528883934, "decode.d4.loss_cls": 0.583965639770031, "decode.d4.loss_mask": 0.6355572193861008, "decode.d4.loss_dice": 1.0488787055015565, "decode.d5.loss_cls": 0.5663905303925276, "decode.d5.loss_mask": 0.6297577857971192, "decode.d5.loss_dice": 1.068738454580307, "decode.d6.loss_cls": 0.5505090709775686, "decode.d6.loss_mask": 0.6368670850992203, "decode.d6.loss_dice": 1.0778752446174622, "decode.d7.loss_cls": 0.5135196186602116, "decode.d7.loss_mask": 0.6401220709085464, "decode.d7.loss_dice": 1.0476367384195329, "decode.d8.loss_cls": 0.5067486189305782, "decode.d8.loss_mask": 0.6367261573672295, "decode.d8.loss_dice": 1.0657707452774048, "time": 0.5848031282424927, "memory": 7219, "step": 127500}
{"lr": 2.3789630111565285e-06, "data_time": 0.009637045860290527, "grad_norm": 88.24291305541992, "loss": 16.84524211883545, "decode.loss_cls": 0.2984934363514185, "decode.loss_mask": 0.4534954071044922, "decode.loss_dice": 0.66513731777668, "decode.d0.loss_cls": 2.041912317276001, "decode.d0.loss_mask": 0.5159284442663192, "decode.d0.loss_dice": 0.8249285489320755, "decode.d1.loss_cls": 0.4689391151070595, "decode.d1.loss_mask": 0.48043289184570315, "decode.d1.loss_dice": 0.7670402675867081, "decode.d2.loss_cls": 0.4107977233827114, "decode.d2.loss_mask": 0.47242594659328463, "decode.d2.loss_dice": 0.7092335611581803, "decode.d3.loss_cls": 0.35499657690525055, "decode.d3.loss_mask": 0.46042813956737516, "decode.d3.loss_dice": 0.6787421375513076, "decode.d4.loss_cls": 0.3511293791234493, "decode.d4.loss_mask": 0.46059225797653197, "decode.d4.loss_dice": 0.689036276936531, "decode.d5.loss_cls": 0.3400959886610508, "decode.d5.loss_mask": 0.4503340870141983, "decode.d5.loss_dice": 0.6694184690713882, "decode.d6.loss_cls": 0.31126003712415695, "decode.d6.loss_mask": 0.45990238785743714, "decode.d6.loss_dice": 0.6614517062902451, "decode.d7.loss_cls": 0.2954850997775793, "decode.d7.loss_mask": 0.4584534078836441, "decode.d7.loss_dice": 0.6616998225450516, "decode.d8.loss_cls": 0.31738192290067674, "decode.d8.loss_mask": 0.46044758558273313, "decode.d8.loss_dice": 0.6556218564510345, "time": 0.5354297637939454, "memory": 7318, "step": 127550}
{"lr": 2.375663732644172e-06, "data_time": 0.009389233589172364, "grad_norm": 73.9351650238037, "loss": 21.11087522506714, "decode.loss_cls": 0.39769197404384615, "decode.loss_mask": 0.4622528612613678, "decode.loss_dice": 0.9706605345010757, "decode.d0.loss_cls": 2.196035826206207, "decode.d0.loss_mask": 0.5300028115510941, "decode.d0.loss_dice": 1.2076467990875244, "decode.d1.loss_cls": 0.58432647138834, "decode.d1.loss_mask": 0.4920973628759384, "decode.d1.loss_dice": 1.1100582003593444, "decode.d2.loss_cls": 0.48899771049618723, "decode.d2.loss_mask": 0.47395041584968567, "decode.d2.loss_dice": 1.0475884974002838, "decode.d3.loss_cls": 0.41814697682857516, "decode.d3.loss_mask": 0.46599218547344207, "decode.d3.loss_dice": 0.9709440499544144, "decode.d4.loss_cls": 0.4328273989260197, "decode.d4.loss_mask": 0.466756197810173, "decode.d4.loss_dice": 1.005768522620201, "decode.d5.loss_cls": 0.413738115131855, "decode.d5.loss_mask": 0.46784754991531374, "decode.d5.loss_dice": 0.9768459439277649, "decode.d6.loss_cls": 0.3982910461723804, "decode.d6.loss_mask": 0.46619990170001985, "decode.d6.loss_dice": 0.9873970925807953, "decode.d7.loss_cls": 0.39970640167593957, "decode.d7.loss_mask": 0.4627408444881439, "decode.d7.loss_dice": 0.9854484409093857, "decode.d8.loss_cls": 0.37306060194969176, "decode.d8.loss_mask": 0.4701742082834244, "decode.d8.loss_dice": 0.987679299712181, "time": 0.535412335395813, "memory": 7296, "step": 127600}
{"lr": 2.372363944944397e-06, "data_time": 0.009614777565002442, "grad_norm": 76.3835823059082, "loss": 23.34684658050537, "decode.loss_cls": 0.4610285505652428, "decode.loss_mask": 0.6339402437210083, "decode.loss_dice": 0.9100096479058266, "decode.d0.loss_cls": 2.3133130431175233, "decode.d0.loss_mask": 0.7353897094726562, "decode.d0.loss_dice": 1.1369589954614638, "decode.d1.loss_cls": 0.7435530573129654, "decode.d1.loss_mask": 0.6681636542081832, "decode.d1.loss_dice": 0.9960602387785912, "decode.d2.loss_cls": 0.6749806821346283, "decode.d2.loss_mask": 0.6446352481842041, "decode.d2.loss_dice": 0.9567166984081268, "decode.d3.loss_cls": 0.5889002665877342, "decode.d3.loss_mask": 0.6459180369973183, "decode.d3.loss_dice": 0.9418193504214287, "decode.d4.loss_cls": 0.5637480586767196, "decode.d4.loss_mask": 0.636395063996315, "decode.d4.loss_dice": 0.9128296300768852, "decode.d5.loss_cls": 0.5410739734768868, "decode.d5.loss_mask": 0.646703714132309, "decode.d5.loss_dice": 0.9058344393968583, "decode.d6.loss_cls": 0.5059396162629127, "decode.d6.loss_mask": 0.6389548003673553, "decode.d6.loss_dice": 0.8783091053366661, "decode.d7.loss_cls": 0.48934397250413897, "decode.d7.loss_mask": 0.636865746974945, "decode.d7.loss_dice": 0.9012774646282196, "decode.d8.loss_cls": 0.47641917020082475, "decode.d8.loss_mask": 0.6394953235983849, "decode.d8.loss_dice": 0.9222690790891648, "time": 0.5338194608688355, "memory": 7237, "step": 127650}
{"lr": 2.3690636471914373e-06, "data_time": 0.009527230262756347, "grad_norm": 85.31048583984375, "loss": 17.709143447875977, "decode.loss_cls": 0.38532705418765545, "decode.loss_mask": 0.3971649885177612, "decode.loss_dice": 0.7539971366524696, "decode.d0.loss_cls": 1.8925776362419129, "decode.d0.loss_mask": 0.4636489897966385, "decode.d0.loss_dice": 0.916613233089447, "decode.d1.loss_cls": 0.51713907122612, "decode.d1.loss_mask": 0.4458459854125977, "decode.d1.loss_dice": 0.8594962000846863, "decode.d2.loss_cls": 0.4754822328686714, "decode.d2.loss_mask": 0.4197496086359024, "decode.d2.loss_dice": 0.8129277482628823, "decode.d3.loss_cls": 0.381755967438221, "decode.d3.loss_mask": 0.41345075964927674, "decode.d3.loss_dice": 0.7925831139087677, "decode.d4.loss_cls": 0.3717630382627249, "decode.d4.loss_mask": 0.40648756325244906, "decode.d4.loss_dice": 0.7866218119859696, "decode.d5.loss_cls": 0.3928782369941473, "decode.d5.loss_mask": 0.408501011133194, "decode.d5.loss_dice": 0.7734170153737068, "decode.d6.loss_cls": 0.38226078934967517, "decode.d6.loss_mask": 0.4078997582197189, "decode.d6.loss_dice": 0.7692977443337441, "decode.d7.loss_cls": 0.35830185674130915, "decode.d7.loss_mask": 0.41269645690917967, "decode.d7.loss_dice": 0.7695054113864899, "decode.d8.loss_cls": 0.3645321257412434, "decode.d8.loss_mask": 0.4148514330387115, "decode.d8.loss_dice": 0.7623702958226204, "time": 0.5365792989730835, "memory": 7230, "step": 127700}
{"lr": 2.3657628385167133e-06, "data_time": 0.009521007537841797, "grad_norm": 93.14284591674804, "loss": 15.776902532577514, "decode.loss_cls": 0.2182140750810504, "decode.loss_mask": 0.4232976004481316, "decode.loss_dice": 0.6833152875304223, "decode.d0.loss_cls": 1.7701170802116395, "decode.d0.loss_mask": 0.5242105603218079, "decode.d0.loss_dice": 0.8413296774029732, "decode.d1.loss_cls": 0.3967678792774677, "decode.d1.loss_mask": 0.4566632121801376, "decode.d1.loss_dice": 0.7471225976943969, "decode.d2.loss_cls": 0.339521312341094, "decode.d2.loss_mask": 0.44524059593677523, "decode.d2.loss_dice": 0.7280424043536187, "decode.d3.loss_cls": 0.264532920345664, "decode.d3.loss_mask": 0.4410342901945114, "decode.d3.loss_dice": 0.7183498799800873, "decode.d4.loss_cls": 0.24459452778100968, "decode.d4.loss_mask": 0.4316780656576157, "decode.d4.loss_dice": 0.7035561218857765, "decode.d5.loss_cls": 0.24310284070670604, "decode.d5.loss_mask": 0.43261697590351106, "decode.d5.loss_dice": 0.7106315448880196, "decode.d6.loss_cls": 0.22712736073881387, "decode.d6.loss_mask": 0.4263059377670288, "decode.d6.loss_dice": 0.6915037661790848, "decode.d7.loss_cls": 0.23088388033211232, "decode.d7.loss_mask": 0.4257554069161415, "decode.d7.loss_dice": 0.6732129335403443, "decode.d8.loss_cls": 0.21695676259696484, "decode.d8.loss_mask": 0.42297576516866686, "decode.d8.loss_dice": 0.698242075741291, "time": 0.5343713521957397, "memory": 7203, "step": 127750}
{"lr": 2.3624615180488194e-06, "data_time": 0.009611964225769043, "grad_norm": 96.0078010559082, "loss": 26.872266960144042, "decode.loss_cls": 0.5421642459928989, "decode.loss_mask": 0.5714358001947403, "decode.loss_dice": 1.1726500153541566, "decode.d0.loss_cls": 2.411427986621857, "decode.d0.loss_mask": 0.6200537294149399, "decode.d0.loss_dice": 1.4715949892997742, "decode.d1.loss_cls": 0.8984392113983631, "decode.d1.loss_mask": 0.5948058426380157, "decode.d1.loss_dice": 1.300016850233078, "decode.d2.loss_cls": 0.7818248897790909, "decode.d2.loss_mask": 0.5879529714584351, "decode.d2.loss_dice": 1.24571812748909, "decode.d3.loss_cls": 0.7834279701113701, "decode.d3.loss_mask": 0.5887488633394241, "decode.d3.loss_dice": 1.2200549811124801, "decode.d4.loss_cls": 0.7141038596630096, "decode.d4.loss_mask": 0.5684858620166778, "decode.d4.loss_dice": 1.218047085404396, "decode.d5.loss_cls": 0.6767807021737099, "decode.d5.loss_mask": 0.5946344703435897, "decode.d5.loss_dice": 1.240072113275528, "decode.d6.loss_cls": 0.601086898893118, "decode.d6.loss_mask": 0.5731335699558258, "decode.d6.loss_dice": 1.207197380065918, "decode.d7.loss_cls": 0.5730717666447163, "decode.d7.loss_mask": 0.5732741594314575, "decode.d7.loss_dice": 1.1958239108324051, "decode.d8.loss_cls": 0.5890887424349784, "decode.d8.loss_mask": 0.5737500369548798, "decode.d8.loss_dice": 1.1833988785743714, "time": 0.5318381547927856, "memory": 7244, "step": 127800}
{"lr": 2.3591596849135056e-06, "data_time": 0.009784102439880371, "grad_norm": 77.98296890258788, "loss": 23.72025556564331, "decode.loss_cls": 0.41503300666809084, "decode.loss_mask": 0.6356005311012268, "decode.loss_dice": 1.0784883439540862, "decode.d0.loss_cls": 2.2455967545509337, "decode.d0.loss_mask": 0.6860233694314957, "decode.d0.loss_dice": 1.2441646963357926, "decode.d1.loss_cls": 0.5481505945324898, "decode.d1.loss_mask": 0.6324815720319747, "decode.d1.loss_dice": 1.1498822778463365, "decode.d2.loss_cls": 0.5149945586919784, "decode.d2.loss_mask": 0.6440260916948318, "decode.d2.loss_dice": 1.0892782896757125, "decode.d3.loss_cls": 0.4575915202498436, "decode.d3.loss_mask": 0.6474134147167205, "decode.d3.loss_dice": 1.0882703840732575, "decode.d4.loss_cls": 0.4413320951163769, "decode.d4.loss_mask": 0.619179117679596, "decode.d4.loss_dice": 1.057558426260948, "decode.d5.loss_cls": 0.4310975283384323, "decode.d5.loss_mask": 0.6159816533327103, "decode.d5.loss_dice": 1.0700503170490265, "decode.d6.loss_cls": 0.46120212972164154, "decode.d6.loss_mask": 0.6396232277154923, "decode.d6.loss_dice": 1.0602347314357758, "decode.d7.loss_cls": 0.43248279988765714, "decode.d7.loss_mask": 0.6339614778757096, "decode.d7.loss_dice": 1.063148659467697, "decode.d8.loss_cls": 0.4167824573814869, "decode.d8.loss_mask": 0.6416040599346161, "decode.d8.loss_dice": 1.0590211361646653, "time": 0.5322789430618287, "memory": 7243, "step": 127850}
{"lr": 2.3558573382336653e-06, "data_time": 0.009449172019958495, "grad_norm": 76.97245292663574, "loss": 20.7347770690918, "decode.loss_cls": 0.31864761002361774, "decode.loss_mask": 0.5509446114301682, "decode.loss_dice": 0.9436238586902619, "decode.d0.loss_cls": 2.0411246836185457, "decode.d0.loss_mask": 0.6230030417442322, "decode.d0.loss_dice": 1.1188566982746124, "decode.d1.loss_cls": 0.5260046765208244, "decode.d1.loss_mask": 0.5627497091889382, "decode.d1.loss_dice": 1.0136183351278305, "decode.d2.loss_cls": 0.4190867211669683, "decode.d2.loss_mask": 0.5571946293115616, "decode.d2.loss_dice": 0.9775513857603073, "decode.d3.loss_cls": 0.33851404339075086, "decode.d3.loss_mask": 0.5536540821194649, "decode.d3.loss_dice": 0.9746152192354203, "decode.d4.loss_cls": 0.3628945082426071, "decode.d4.loss_mask": 0.5588814437389373, "decode.d4.loss_dice": 0.9397112011909485, "decode.d5.loss_cls": 0.3568101041018963, "decode.d5.loss_mask": 0.5569656997919082, "decode.d5.loss_dice": 0.971358796954155, "decode.d6.loss_cls": 0.31312061585485934, "decode.d6.loss_mask": 0.55121451318264, "decode.d6.loss_dice": 0.9510483711957931, "decode.d7.loss_cls": 0.34929890632629396, "decode.d7.loss_mask": 0.5534123316407203, "decode.d7.loss_dice": 0.9399770736694336, "decode.d8.loss_cls": 0.2928177844733, "decode.d8.loss_mask": 0.559907191991806, "decode.d8.loss_dice": 0.9581701815128326, "time": 0.5323302030563355, "memory": 7259, "step": 127900}
{"lr": 2.3525544771293276e-06, "data_time": 0.009689545631408692, "grad_norm": 93.08784408569336, "loss": 23.190458726882934, "decode.loss_cls": 0.5006331212818622, "decode.loss_mask": 0.5867692440748214, "decode.loss_dice": 0.9600861996412278, "decode.d0.loss_cls": 2.0385774970054626, "decode.d0.loss_mask": 0.6546257406473159, "decode.d0.loss_dice": 1.1915457248687744, "decode.d1.loss_cls": 0.6197877913713455, "decode.d1.loss_mask": 0.6327971428632736, "decode.d1.loss_dice": 1.1068994045257567, "decode.d2.loss_cls": 0.6051720693707466, "decode.d2.loss_mask": 0.6064556300640106, "decode.d2.loss_dice": 1.0191218078136444, "decode.d3.loss_cls": 0.5508552938699722, "decode.d3.loss_mask": 0.6095665097236633, "decode.d3.loss_dice": 0.9958966732025146, "decode.d4.loss_cls": 0.5733111716806889, "decode.d4.loss_mask": 0.5980970695614815, "decode.d4.loss_dice": 1.0050565481185914, "decode.d5.loss_cls": 0.5335928272455931, "decode.d5.loss_mask": 0.590209499001503, "decode.d5.loss_dice": 1.0009220510721206, "decode.d6.loss_cls": 0.49456915706396104, "decode.d6.loss_mask": 0.5829783588647842, "decode.d6.loss_dice": 0.9845681518316269, "decode.d7.loss_cls": 0.4934990581125021, "decode.d7.loss_mask": 0.5841829612851143, "decode.d7.loss_dice": 0.9688454389572143, "decode.d8.loss_cls": 0.5091481491923332, "decode.d8.loss_mask": 0.59237921833992, "decode.d8.loss_dice": 1.0003095507621764, "time": 0.5335222482681274, "memory": 7326, "step": 127950}
{"lr": 2.3492511007176323e-06, "data_time": 0.009631586074829102, "grad_norm": 92.37841835021973, "loss": 25.01137113571167, "decode.loss_cls": 0.4569855406880379, "decode.loss_mask": 0.593867139518261, "decode.loss_dice": 1.2067819774150848, "decode.d0.loss_cls": 2.1238251090049745, "decode.d0.loss_mask": 0.6327638372778892, "decode.d0.loss_dice": 1.4048396170139312, "decode.d1.loss_cls": 0.665472999215126, "decode.d1.loss_mask": 0.6048217803239823, "decode.d1.loss_dice": 1.275783944129944, "decode.d2.loss_cls": 0.5395189359784126, "decode.d2.loss_mask": 0.6030467227101326, "decode.d2.loss_dice": 1.2442151665687562, "decode.d3.loss_cls": 0.4607574366033077, "decode.d3.loss_mask": 0.6068510293960572, "decode.d3.loss_dice": 1.252997773885727, "decode.d4.loss_cls": 0.4282468110322952, "decode.d4.loss_mask": 0.598336561024189, "decode.d4.loss_dice": 1.2363877058029176, "decode.d5.loss_cls": 0.46198308765888213, "decode.d5.loss_mask": 0.6032835826277733, "decode.d5.loss_dice": 1.2378806293010711, "decode.d6.loss_cls": 0.4740446895360947, "decode.d6.loss_mask": 0.5988961845636368, "decode.d6.loss_dice": 1.2254393696784973, "decode.d7.loss_cls": 0.4638970270752907, "decode.d7.loss_mask": 0.5863349154591561, "decode.d7.loss_dice": 1.1938419878482818, "decode.d8.loss_cls": 0.3758578285574913, "decode.d8.loss_mask": 0.6055677130818367, "decode.d8.loss_dice": 1.248845100402832, "time": 0.5337049245834351, "memory": 7198, "step": 128000}
{"lr": 2.345947208112824e-06, "data_time": 0.009575724601745605, "grad_norm": 88.66735496520997, "loss": 18.11703488826752, "decode.loss_cls": 0.32843785993754865, "decode.loss_mask": 0.554519185423851, "decode.loss_dice": 0.7363914296030998, "decode.d0.loss_cls": 1.7701873660087586, "decode.d0.loss_mask": 0.5949297666549682, "decode.d0.loss_dice": 0.8652207285165787, "decode.d1.loss_cls": 0.401514095813036, "decode.d1.loss_mask": 0.5658448435366153, "decode.d1.loss_dice": 0.7891497366130352, "decode.d2.loss_cls": 0.40940443202853205, "decode.d2.loss_mask": 0.5511523291468621, "decode.d2.loss_dice": 0.7517828226089478, "decode.d3.loss_cls": 0.3832191236317158, "decode.d3.loss_mask": 0.5553257420659066, "decode.d3.loss_dice": 0.7429636619985104, "decode.d4.loss_cls": 0.35126279294490814, "decode.d4.loss_mask": 0.5566212281584739, "decode.d4.loss_dice": 0.745828277617693, "decode.d5.loss_cls": 0.3424828603863716, "decode.d5.loss_mask": 0.5515632718801499, "decode.d5.loss_dice": 0.7213084012269974, "decode.d6.loss_cls": 0.32228749953210356, "decode.d6.loss_mask": 0.5597669310867787, "decode.d6.loss_dice": 0.7479447267949582, "decode.d7.loss_cls": 0.33420965671539304, "decode.d7.loss_mask": 0.5499216362833976, "decode.d7.loss_dice": 0.7294070385396481, "decode.d8.loss_cls": 0.3153746839612722, "decode.d8.loss_mask": 0.5520423956215381, "decode.d8.loss_dice": 0.7369705088436603, "time": 0.5338031053543091, "memory": 7176, "step": 128050}
{"lr": 2.3426427984262395e-06, "data_time": 0.00968315601348877, "grad_norm": 90.58039855957031, "loss": 18.54480504989624, "decode.loss_cls": 0.3528610967099667, "decode.loss_mask": 0.5666717141866684, "decode.loss_dice": 0.7167037785053253, "decode.d0.loss_cls": 1.883889126777649, "decode.d0.loss_mask": 0.6237897217273712, "decode.d0.loss_dice": 0.8107759803533554, "decode.d1.loss_cls": 0.44934855625033376, "decode.d1.loss_mask": 0.5855698704719543, "decode.d1.loss_dice": 0.7571114361286163, "decode.d2.loss_cls": 0.44901096522808076, "decode.d2.loss_mask": 0.566631355881691, "decode.d2.loss_dice": 0.7232972800731658, "decode.d3.loss_cls": 0.4343827560544014, "decode.d3.loss_mask": 0.571234256029129, "decode.d3.loss_dice": 0.7087181597948075, "decode.d4.loss_cls": 0.39592197388410566, "decode.d4.loss_mask": 0.5658671408891678, "decode.d4.loss_dice": 0.7143662661314011, "decode.d5.loss_cls": 0.3961534507572651, "decode.d5.loss_mask": 0.5764678463339805, "decode.d5.loss_dice": 0.732040673494339, "decode.d6.loss_cls": 0.37411594912409785, "decode.d6.loss_mask": 0.5606726780533791, "decode.d6.loss_dice": 0.7015663027763367, "decode.d7.loss_cls": 0.38190560676157476, "decode.d7.loss_mask": 0.5635734036564827, "decode.d7.loss_dice": 0.7136326849460601, "decode.d8.loss_cls": 0.379419869184494, "decode.d8.loss_mask": 0.5694710686802864, "decode.d8.loss_dice": 0.7196337074041367, "time": 0.5367908716201782, "memory": 7195, "step": 128100}
{"lr": 2.339337870766287e-06, "data_time": 0.009305000305175781, "grad_norm": 95.14269752502442, "loss": 18.84597501754761, "decode.loss_cls": 0.34159174785017965, "decode.loss_mask": 0.5107160210609436, "decode.loss_dice": 0.7429595798254013, "decode.d0.loss_cls": 2.1157693028450013, "decode.d0.loss_mask": 0.5776693880558014, "decode.d0.loss_dice": 0.9294682264328002, "decode.d1.loss_cls": 0.5954084426164628, "decode.d1.loss_mask": 0.5245499044656754, "decode.d1.loss_dice": 0.7950099676847457, "decode.d2.loss_cls": 0.5466212317347526, "decode.d2.loss_mask": 0.5276758074760437, "decode.d2.loss_dice": 0.7750249028205871, "decode.d3.loss_cls": 0.47600786089897157, "decode.d3.loss_mask": 0.510571950674057, "decode.d3.loss_dice": 0.7472058802843093, "decode.d4.loss_cls": 0.4182612732052803, "decode.d4.loss_mask": 0.5043509244918823, "decode.d4.loss_dice": 0.7550929516553879, "decode.d5.loss_cls": 0.35941372662782667, "decode.d5.loss_mask": 0.5054012656211853, "decode.d5.loss_dice": 0.7544749021530152, "decode.d6.loss_cls": 0.364006220549345, "decode.d6.loss_mask": 0.5043970048427582, "decode.d6.loss_dice": 0.7381130367517471, "decode.d7.loss_cls": 0.3673493545502424, "decode.d7.loss_mask": 0.5091610699892044, "decode.d7.loss_dice": 0.7433118402957917, "decode.d8.loss_cls": 0.3474427927285433, "decode.d8.loss_mask": 0.5128724128007889, "decode.d8.loss_dice": 0.7460754305124283, "time": 0.5615838766098022, "memory": 7212, "step": 128150}
{"lr": 2.3360324242384347e-06, "data_time": 0.009633517265319825, "grad_norm": 98.94750099182129, "loss": 21.165470027923583, "decode.loss_cls": 0.40910763293504715, "decode.loss_mask": 0.5793575167655944, "decode.loss_dice": 0.8787261873483658, "decode.d0.loss_cls": 1.994252574443817, "decode.d0.loss_mask": 0.7100719630718231, "decode.d0.loss_dice": 0.9918561100959777, "decode.d1.loss_cls": 0.45826992243528364, "decode.d1.loss_mask": 0.6836379021406174, "decode.d1.loss_dice": 0.97291100025177, "decode.d2.loss_cls": 0.4904648154973984, "decode.d2.loss_mask": 0.6549473017454147, "decode.d2.loss_dice": 0.906576144695282, "decode.d3.loss_cls": 0.45033698007464407, "decode.d3.loss_mask": 0.5904659658670426, "decode.d3.loss_dice": 0.8628282606601715, "decode.d4.loss_cls": 0.4209370069205761, "decode.d4.loss_mask": 0.617280125617981, "decode.d4.loss_dice": 0.8665592432022095, "decode.d5.loss_cls": 0.4520652875304222, "decode.d5.loss_mask": 0.5897345393896103, "decode.d5.loss_dice": 0.8643766582012177, "decode.d6.loss_cls": 0.47187949568033216, "decode.d6.loss_mask": 0.5824389278888702, "decode.d6.loss_dice": 0.8762750595808029, "decode.d7.loss_cls": 0.4494485929608345, "decode.d7.loss_mask": 0.5780028611421585, "decode.d7.loss_dice": 0.8584419429302216, "decode.d8.loss_cls": 0.4869832545518875, "decode.d8.loss_mask": 0.568342313170433, "decode.d8.loss_dice": 0.8488943219184876, "time": 0.5354173660278321, "memory": 7306, "step": 128200}
{"lr": 2.3327264579452e-06, "data_time": 0.009944295883178711, "grad_norm": 89.24347763061523, "loss": 20.48434190750122, "decode.loss_cls": 0.3158898986876011, "decode.loss_mask": 0.5735899329185485, "decode.loss_dice": 0.9119228661060333, "decode.d0.loss_cls": 2.0152739763259886, "decode.d0.loss_mask": 0.6260704755783081, "decode.d0.loss_dice": 1.0078301310539246, "decode.d1.loss_cls": 0.41204739809036256, "decode.d1.loss_mask": 0.5818974047899246, "decode.d1.loss_dice": 0.9843647599220275, "decode.d2.loss_cls": 0.42041052877902985, "decode.d2.loss_mask": 0.5764974892139435, "decode.d2.loss_dice": 0.9367655217647552, "decode.d3.loss_cls": 0.35694240108132363, "decode.d3.loss_mask": 0.5782326370477676, "decode.d3.loss_dice": 0.9664701461791992, "decode.d4.loss_cls": 0.39151422753930093, "decode.d4.loss_mask": 0.5732019782066345, "decode.d4.loss_dice": 0.9144837737083436, "decode.d5.loss_cls": 0.37758071944117544, "decode.d5.loss_mask": 0.569220432639122, "decode.d5.loss_dice": 0.9201121389865875, "decode.d6.loss_cls": 0.3517495058476925, "decode.d6.loss_mask": 0.5736265242099762, "decode.d6.loss_dice": 0.9180906653404236, "decode.d7.loss_cls": 0.3227926090359688, "decode.d7.loss_mask": 0.5705274134874344, "decode.d7.loss_dice": 0.9315312325954437, "decode.d8.loss_cls": 0.3079426005482674, "decode.d8.loss_mask": 0.5731217652559281, "decode.d8.loss_dice": 0.9246409595012665, "time": 0.5344622373580933, "memory": 7195, "step": 128250}
{"lr": 2.32941997098613e-06, "data_time": 0.009872055053710938, "grad_norm": 85.78479614257813, "loss": 17.76804037094116, "decode.loss_cls": 0.35087383911013603, "decode.loss_mask": 0.5275671541690826, "decode.loss_dice": 0.7108898967504501, "decode.d0.loss_cls": 2.0079715967178347, "decode.d0.loss_mask": 0.5925437778234481, "decode.d0.loss_dice": 0.7764815121889115, "decode.d1.loss_cls": 0.42920972406864166, "decode.d1.loss_mask": 0.5692871510982513, "decode.d1.loss_dice": 0.7602763310074806, "decode.d2.loss_cls": 0.393810561299324, "decode.d2.loss_mask": 0.5421261310577392, "decode.d2.loss_dice": 0.7186578765511513, "decode.d3.loss_cls": 0.3422982893884182, "decode.d3.loss_mask": 0.5260252147912979, "decode.d3.loss_dice": 0.6977406725287437, "decode.d4.loss_cls": 0.3337440058588982, "decode.d4.loss_mask": 0.5235582143068314, "decode.d4.loss_dice": 0.6951841026544571, "decode.d5.loss_cls": 0.34130561724305153, "decode.d5.loss_mask": 0.528564202785492, "decode.d5.loss_dice": 0.6992301791906357, "decode.d6.loss_cls": 0.36553859934210775, "decode.d6.loss_mask": 0.5251168429851532, "decode.d6.loss_dice": 0.6938213124871254, "decode.d7.loss_cls": 0.338623670488596, "decode.d7.loss_mask": 0.5181675687432289, "decode.d7.loss_dice": 0.688098618388176, "decode.d8.loss_cls": 0.3516458548605442, "decode.d8.loss_mask": 0.5262023940682411, "decode.d8.loss_dice": 0.6934790909290314, "time": 0.5347519636154174, "memory": 7214, "step": 128300}
{"lr": 2.326112962457791e-06, "data_time": 0.00957949161529541, "grad_norm": 81.75285720825195, "loss": 17.552378368377685, "decode.loss_cls": 0.30415352880954744, "decode.loss_mask": 0.5282395511865616, "decode.loss_dice": 0.6926367208361626, "decode.d0.loss_cls": 1.8422844290733338, "decode.d0.loss_mask": 0.5858219519257546, "decode.d0.loss_dice": 0.8085236102342606, "decode.d1.loss_cls": 0.4583589881658554, "decode.d1.loss_mask": 0.5642503321170806, "decode.d1.loss_dice": 0.7562579244375229, "decode.d2.loss_cls": 0.38896558731794356, "decode.d2.loss_mask": 0.5427186340093613, "decode.d2.loss_dice": 0.7297629907727241, "decode.d3.loss_cls": 0.3801689885556698, "decode.d3.loss_mask": 0.5459167763590813, "decode.d3.loss_dice": 0.7203700944781304, "decode.d4.loss_cls": 0.3451041616499424, "decode.d4.loss_mask": 0.534679363667965, "decode.d4.loss_dice": 0.6975799977779389, "decode.d5.loss_cls": 0.30289365239441396, "decode.d5.loss_mask": 0.5273543938994407, "decode.d5.loss_dice": 0.6995869189500808, "decode.d6.loss_cls": 0.31799288243055346, "decode.d6.loss_mask": 0.5371655598282814, "decode.d6.loss_dice": 0.6737160950899124, "decode.d7.loss_cls": 0.31566450782120226, "decode.d7.loss_mask": 0.5260251566767693, "decode.d7.loss_dice": 0.7039717584848404, "decode.d8.loss_cls": 0.3043725274503231, "decode.d8.loss_mask": 0.5256218850612641, "decode.d8.loss_dice": 0.6922187507152557, "time": 0.5332921981811524, "memory": 7262, "step": 128350}
{"lr": 2.3228054314537474e-06, "data_time": 0.00970022678375244, "grad_norm": 86.91129875183105, "loss": 18.96311836242676, "decode.loss_cls": 0.33312837332487105, "decode.loss_mask": 0.5101085364818573, "decode.loss_dice": 0.8042269051074982, "decode.d0.loss_cls": 1.9653688311576842, "decode.d0.loss_mask": 0.5695864677429199, "decode.d0.loss_dice": 0.9122184634208679, "decode.d1.loss_cls": 0.5034663707017899, "decode.d1.loss_mask": 0.5401925384998322, "decode.d1.loss_dice": 0.8734063386917115, "decode.d2.loss_cls": 0.43156414702534673, "decode.d2.loss_mask": 0.5280937731266022, "decode.d2.loss_dice": 0.8710421204566956, "decode.d3.loss_cls": 0.4025623969733715, "decode.d3.loss_mask": 0.5331054389476776, "decode.d3.loss_dice": 0.808099415898323, "decode.d4.loss_cls": 0.38343664407730105, "decode.d4.loss_mask": 0.5160685569047928, "decode.d4.loss_dice": 0.8004894107580185, "decode.d5.loss_cls": 0.3473257519304752, "decode.d5.loss_mask": 0.5239043444395065, "decode.d5.loss_dice": 0.8037820756435394, "decode.d6.loss_cls": 0.32862780913710593, "decode.d6.loss_mask": 0.522449153661728, "decode.d6.loss_dice": 0.812482550740242, "decode.d7.loss_cls": 0.3257457707077265, "decode.d7.loss_mask": 0.517847603559494, "decode.d7.loss_dice": 0.8153537422418594, "decode.d8.loss_cls": 0.3674559533596039, "decode.d8.loss_mask": 0.5083600342273712, "decode.d8.loss_dice": 0.8036197632551193, "time": 0.5585239171981812, "memory": 7245, "step": 128400}
{"lr": 2.319497377064557e-06, "data_time": 0.00968339443206787, "grad_norm": 96.03667449951172, "loss": 22.92964811325073, "decode.loss_cls": 0.45417809039354323, "decode.loss_mask": 0.5986950367689132, "decode.loss_dice": 0.9738388150930405, "decode.d0.loss_cls": 2.053682714700699, "decode.d0.loss_mask": 0.6739072889089585, "decode.d0.loss_dice": 1.0672622442245483, "decode.d1.loss_cls": 0.6581305287778377, "decode.d1.loss_mask": 0.6294334888458252, "decode.d1.loss_dice": 1.0439776867628097, "decode.d2.loss_cls": 0.6522918336093426, "decode.d2.loss_mask": 0.6140120208263398, "decode.d2.loss_dice": 1.0217832952737809, "decode.d3.loss_cls": 0.5999933652579784, "decode.d3.loss_mask": 0.5881092429161072, "decode.d3.loss_dice": 0.949152198433876, "decode.d4.loss_cls": 0.5481641516089439, "decode.d4.loss_mask": 0.5998293906450272, "decode.d4.loss_dice": 0.9872218012809754, "decode.d5.loss_cls": 0.5221170362085104, "decode.d5.loss_mask": 0.589711332321167, "decode.d5.loss_dice": 0.9753360539674759, "decode.d6.loss_cls": 0.5332233730703593, "decode.d6.loss_mask": 0.6004172980785369, "decode.d6.loss_dice": 0.9309118747711181, "decode.d7.loss_cls": 0.5015252452343703, "decode.d7.loss_mask": 0.5967616647481918, "decode.d7.loss_dice": 0.9499151587486268, "decode.d8.loss_cls": 0.4907683067023754, "decode.d8.loss_mask": 0.5927763938903808, "decode.d8.loss_dice": 0.9325213223695755, "time": 0.5344853878021241, "memory": 7216, "step": 128450}
{"lr": 2.3161887983777472e-06, "data_time": 0.009566354751586913, "grad_norm": 95.61611442565918, "loss": 21.810300207138063, "decode.loss_cls": 0.4123568065464497, "decode.loss_mask": 0.6414515390992165, "decode.loss_dice": 0.8477387115359306, "decode.d0.loss_cls": 2.1487486481666567, "decode.d0.loss_mask": 0.7059788972139358, "decode.d0.loss_dice": 1.0204112932085991, "decode.d1.loss_cls": 0.5808064758777618, "decode.d1.loss_mask": 0.6760290130972862, "decode.d1.loss_dice": 0.9892900988459588, "decode.d2.loss_cls": 0.47231645658612254, "decode.d2.loss_mask": 0.6724972888827324, "decode.d2.loss_dice": 0.9189845010638237, "decode.d3.loss_cls": 0.4367269553244114, "decode.d3.loss_mask": 0.6479959473013878, "decode.d3.loss_dice": 0.8907959923148155, "decode.d4.loss_cls": 0.41565839424729345, "decode.d4.loss_mask": 0.6599089071154595, "decode.d4.loss_dice": 0.8905022099614144, "decode.d5.loss_cls": 0.45833866074681284, "decode.d5.loss_mask": 0.6456752359867096, "decode.d5.loss_dice": 0.8926174342632294, "decode.d6.loss_cls": 0.4114930458366871, "decode.d6.loss_mask": 0.6415826767683029, "decode.d6.loss_dice": 0.8731844499707222, "decode.d7.loss_cls": 0.3938006430864334, "decode.d7.loss_mask": 0.6291571781039238, "decode.d7.loss_dice": 0.8839859247207642, "decode.d8.loss_cls": 0.4351983405649662, "decode.d8.loss_mask": 0.6393062308430671, "decode.d8.loss_dice": 0.8777623996138573, "time": 0.5349099159240722, "memory": 7296, "step": 128500}
{"lr": 2.3128796944778013e-06, "data_time": 0.009451603889465332, "grad_norm": 83.45942649841308, "loss": 19.841007900238036, "decode.loss_cls": 0.4525170255452394, "decode.loss_mask": 0.5734818890690804, "decode.loss_dice": 0.6827224224805832, "decode.d0.loss_cls": 2.180880618095398, "decode.d0.loss_mask": 0.7191091760993004, "decode.d0.loss_dice": 0.8384542927145958, "decode.d1.loss_cls": 0.7024083934724331, "decode.d1.loss_mask": 0.6477177485823631, "decode.d1.loss_dice": 0.8147568359971047, "decode.d2.loss_cls": 0.5616797503083945, "decode.d2.loss_mask": 0.5763445764780044, "decode.d2.loss_dice": 0.7304176338016987, "decode.d3.loss_cls": 0.5270576309412718, "decode.d3.loss_mask": 0.5645827174186706, "decode.d3.loss_dice": 0.6813949957489968, "decode.d4.loss_cls": 0.450807499140501, "decode.d4.loss_mask": 0.5749265894293785, "decode.d4.loss_dice": 0.7048902988433838, "decode.d5.loss_cls": 0.45794838257133963, "decode.d5.loss_mask": 0.577438260614872, "decode.d5.loss_dice": 0.7148117035627365, "decode.d6.loss_cls": 0.4614754933863878, "decode.d6.loss_mask": 0.5781218722462654, "decode.d6.loss_dice": 0.7074117913842202, "decode.d7.loss_cls": 0.4212486188858747, "decode.d7.loss_mask": 0.5718524277210235, "decode.d7.loss_dice": 0.6742434196174145, "decode.d8.loss_cls": 0.43700472749769687, "decode.d8.loss_mask": 0.5702788740396499, "decode.d8.loss_dice": 0.6850222401320935, "time": 0.5640287399291992, "memory": 7225, "step": 128550}
{"lr": 2.3095700644461514e-06, "data_time": 0.009745597839355469, "grad_norm": 90.8263313293457, "loss": 24.67806558609009, "decode.loss_cls": 0.6197697654366493, "decode.loss_mask": 0.6485045462846756, "decode.loss_dice": 0.9007400572299957, "decode.d0.loss_cls": 2.215019428730011, "decode.d0.loss_mask": 0.766182678937912, "decode.d0.loss_dice": 1.1212125599384308, "decode.d1.loss_cls": 0.8415809720754623, "decode.d1.loss_mask": 0.7259193062782288, "decode.d1.loss_dice": 1.0242745280265808, "decode.d2.loss_cls": 0.7692201644182205, "decode.d2.loss_mask": 0.6769256204366684, "decode.d2.loss_dice": 0.9837687373161316, "decode.d3.loss_cls": 0.6764028117060661, "decode.d3.loss_mask": 0.6706345677375793, "decode.d3.loss_dice": 0.9536830067634583, "decode.d4.loss_cls": 0.6180353611707687, "decode.d4.loss_mask": 0.6827595442533493, "decode.d4.loss_dice": 0.9230005264282226, "decode.d5.loss_cls": 0.721526212990284, "decode.d5.loss_mask": 0.641473987698555, "decode.d5.loss_dice": 0.914612877368927, "decode.d6.loss_cls": 0.6533365786075592, "decode.d6.loss_mask": 0.6439058810472489, "decode.d6.loss_dice": 0.9121555030345917, "decode.d7.loss_cls": 0.6368539035320282, "decode.d7.loss_mask": 0.6405886709690094, "decode.d7.loss_dice": 0.9129392266273498, "decode.d8.loss_cls": 0.6329183056950569, "decode.d8.loss_mask": 0.6472395718097687, "decode.d8.loss_dice": 0.9028800249099731, "time": 0.5367263317108154, "memory": 7338, "step": 128600}
{"lr": 2.3062599073611518e-06, "data_time": 0.009402632713317871, "grad_norm": 85.92484283447266, "loss": 24.44136209487915, "decode.loss_cls": 0.3622600220143795, "decode.loss_mask": 0.6483763724565506, "decode.loss_dice": 1.1286605656147004, "decode.d0.loss_cls": 2.0459601640701295, "decode.d0.loss_mask": 0.7461257576942444, "decode.d0.loss_dice": 1.3272069633007049, "decode.d1.loss_cls": 0.49276219457387926, "decode.d1.loss_mask": 0.7149546027183533, "decode.d1.loss_dice": 1.2588076889514923, "decode.d2.loss_cls": 0.44211298525333403, "decode.d2.loss_mask": 0.6943454563617706, "decode.d2.loss_dice": 1.2390845745801926, "decode.d3.loss_cls": 0.4754637472331524, "decode.d3.loss_mask": 0.6780714571475983, "decode.d3.loss_dice": 1.186799332499504, "decode.d4.loss_cls": 0.42171862721443176, "decode.d4.loss_mask": 0.6643898695707321, "decode.d4.loss_dice": 1.1589426159858705, "decode.d5.loss_cls": 0.4143274545669556, "decode.d5.loss_mask": 0.6638178288936615, "decode.d5.loss_dice": 1.1453126788139343, "decode.d6.loss_cls": 0.37591725736856463, "decode.d6.loss_mask": 0.6643454432487488, "decode.d6.loss_dice": 1.157578894495964, "decode.d7.loss_cls": 0.38165110498666766, "decode.d7.loss_mask": 0.6601953744888306, "decode.d7.loss_dice": 1.1280031740665435, "decode.d8.loss_cls": 0.36346257776021956, "decode.d8.loss_mask": 0.6638336628675461, "decode.d8.loss_dice": 1.136871987581253, "time": 0.5361307859420776, "memory": 7234, "step": 128650}
{"lr": 2.3029492222980777e-06, "data_time": 0.00953521728515625, "grad_norm": 108.2357162475586, "loss": 23.89731397628784, "decode.loss_cls": 0.4319176521152258, "decode.loss_mask": 0.7313282817602158, "decode.loss_dice": 0.9086899667978287, "decode.d0.loss_cls": 2.1493846476078033, "decode.d0.loss_mask": 0.8090869069099427, "decode.d0.loss_dice": 1.0941363751888276, "decode.d1.loss_cls": 0.6818102777004242, "decode.d1.loss_mask": 0.7644917130470276, "decode.d1.loss_dice": 1.0367160797119142, "decode.d2.loss_cls": 0.594452989846468, "decode.d2.loss_mask": 0.7627007752656937, "decode.d2.loss_dice": 1.000070482492447, "decode.d3.loss_cls": 0.4942573819309473, "decode.d3.loss_mask": 0.7588793933391571, "decode.d3.loss_dice": 0.9451243728399277, "decode.d4.loss_cls": 0.5176047161221504, "decode.d4.loss_mask": 0.7788909882307052, "decode.d4.loss_dice": 0.9743968605995178, "decode.d5.loss_cls": 0.4425618421286345, "decode.d5.loss_mask": 0.733901110291481, "decode.d5.loss_dice": 0.9249943703413009, "decode.d6.loss_cls": 0.49566466845571994, "decode.d6.loss_mask": 0.724582439661026, "decode.d6.loss_dice": 0.9149377554655075, "decode.d7.loss_cls": 0.47107225470244884, "decode.d7.loss_mask": 0.7267064899206161, "decode.d7.loss_dice": 0.9132645666599274, "decode.d8.loss_cls": 0.43617310039699075, "decode.d8.loss_mask": 0.7416830331087112, "decode.d8.loss_dice": 0.9378323554992676, "time": 0.537245774269104, "memory": 7253, "step": 128700}
{"lr": 2.299638008329093e-06, "data_time": 0.009563040733337403, "grad_norm": 90.70892486572265, "loss": 25.82746458053589, "decode.loss_cls": 0.4599283874034882, "decode.loss_mask": 0.7689744055271148, "decode.loss_dice": 1.1595186650753022, "decode.d0.loss_cls": 1.807715654373169, "decode.d0.loss_mask": 0.8387796372175217, "decode.d0.loss_dice": 1.2848240971565246, "decode.d1.loss_cls": 0.7195351511240006, "decode.d1.loss_mask": 0.7685794532299042, "decode.d1.loss_dice": 1.1742575824260713, "decode.d2.loss_cls": 0.5852468267083168, "decode.d2.loss_mask": 0.7781202405691147, "decode.d2.loss_dice": 1.191961008310318, "decode.d3.loss_cls": 0.5415374249219894, "decode.d3.loss_mask": 0.7718733370304107, "decode.d3.loss_dice": 1.1397745132446289, "decode.d4.loss_cls": 0.5223697513341904, "decode.d4.loss_mask": 0.766544508934021, "decode.d4.loss_dice": 1.1241297602653504, "decode.d5.loss_cls": 0.4277323730289936, "decode.d5.loss_mask": 0.7527562230825424, "decode.d5.loss_dice": 1.1403366208076477, "decode.d6.loss_cls": 0.47337106987833977, "decode.d6.loss_mask": 0.7562021285295486, "decode.d6.loss_dice": 1.1175025165081025, "decode.d7.loss_cls": 0.4819797731935978, "decode.d7.loss_mask": 0.7567524313926697, "decode.d7.loss_dice": 1.1179376780986785, "decode.d8.loss_cls": 0.504590955376625, "decode.d8.loss_mask": 0.758802878856659, "decode.d8.loss_dice": 1.1358298778533935, "time": 0.536850905418396, "memory": 7186, "step": 128750}
{"lr": 2.2963262645232507e-06, "data_time": 0.009551453590393066, "grad_norm": 93.14006042480469, "loss": 19.228934955596923, "decode.loss_cls": 0.31133016012609005, "decode.loss_mask": 0.6266301333904266, "decode.loss_dice": 0.7837780535221099, "decode.d0.loss_cls": 1.8595277190208435, "decode.d0.loss_mask": 0.6580118805170059, "decode.d0.loss_dice": 0.9173350304365158, "decode.d1.loss_cls": 0.3876438342034817, "decode.d1.loss_mask": 0.6384652823209762, "decode.d1.loss_dice": 0.8577281028032303, "decode.d2.loss_cls": 0.3242530569434166, "decode.d2.loss_mask": 0.6448157861828804, "decode.d2.loss_dice": 0.8260545700788497, "decode.d3.loss_cls": 0.29121650010347366, "decode.d3.loss_mask": 0.6351825922727585, "decode.d3.loss_dice": 0.8096913725137711, "decode.d4.loss_cls": 0.2858342505991459, "decode.d4.loss_mask": 0.6514954403042793, "decode.d4.loss_dice": 0.8011345833539962, "decode.d5.loss_cls": 0.331066120788455, "decode.d5.loss_mask": 0.6147501319646835, "decode.d5.loss_dice": 0.781191599369049, "decode.d6.loss_cls": 0.32530807219445707, "decode.d6.loss_mask": 0.602677983045578, "decode.d6.loss_dice": 0.7791712731122971, "decode.d7.loss_cls": 0.3566350840032101, "decode.d7.loss_mask": 0.6203364148736, "decode.d7.loss_dice": 0.7953552037477494, "decode.d8.loss_cls": 0.30018533021211624, "decode.d8.loss_mask": 0.6253296419978142, "decode.d8.loss_dice": 0.7867996752262115, "time": 0.5362420797348022, "memory": 7200, "step": 128800}
{"lr": 2.2930139899464684e-06, "data_time": 0.009610581398010253, "grad_norm": 85.79632949829102, "loss": 18.984014415740965, "decode.loss_cls": 0.4606722503900528, "decode.loss_mask": 0.489616659283638, "decode.loss_dice": 0.7341654151678085, "decode.d0.loss_cls": 1.7620614767074585, "decode.d0.loss_mask": 0.5000854045152664, "decode.d0.loss_dice": 0.9220598220825196, "decode.d1.loss_cls": 0.6327996253967285, "decode.d1.loss_mask": 0.5012880161404609, "decode.d1.loss_dice": 0.8125774502754212, "decode.d2.loss_cls": 0.6364030689001083, "decode.d2.loss_mask": 0.4848151966929436, "decode.d2.loss_dice": 0.7603347569704055, "decode.d3.loss_cls": 0.5212957173585892, "decode.d3.loss_mask": 0.5155663907527923, "decode.d3.loss_dice": 0.7556643575429917, "decode.d4.loss_cls": 0.4999940901994705, "decode.d4.loss_mask": 0.4902308717370033, "decode.d4.loss_dice": 0.7503188371658325, "decode.d5.loss_cls": 0.45349653959274294, "decode.d5.loss_mask": 0.4901165425777435, "decode.d5.loss_dice": 0.7440109640359879, "decode.d6.loss_cls": 0.4650427237153053, "decode.d6.loss_mask": 0.48852637112140657, "decode.d6.loss_dice": 0.7378927111625672, "decode.d7.loss_cls": 0.4505948171019554, "decode.d7.loss_mask": 0.4866251975297928, "decode.d7.loss_dice": 0.7469530224800109, "decode.d8.loss_cls": 0.4496453836560249, "decode.d8.loss_mask": 0.49199836552143095, "decode.d8.loss_dice": 0.7491624057292938, "time": 0.5585316896438599, "memory": 7216, "step": 128850}
{"lr": 2.289701183661511e-06, "data_time": 0.009676551818847657, "grad_norm": 83.47053375244141, "loss": 17.309112548828125, "decode.loss_cls": 0.29780335575342176, "decode.loss_mask": 0.5489024102687836, "decode.loss_dice": 0.645851781964302, "decode.d0.loss_cls": 1.7803514122962951, "decode.d0.loss_mask": 0.6143257394433022, "decode.d0.loss_dice": 0.7553491652011871, "decode.d1.loss_cls": 0.5522166058421135, "decode.d1.loss_mask": 0.5926910459995269, "decode.d1.loss_dice": 0.6802334874868393, "decode.d2.loss_cls": 0.43696001917123795, "decode.d2.loss_mask": 0.5641325443983078, "decode.d2.loss_dice": 0.6746172547340393, "decode.d3.loss_cls": 0.36485679894685746, "decode.d3.loss_mask": 0.5572594091296196, "decode.d3.loss_dice": 0.664306566119194, "decode.d4.loss_cls": 0.3258870504796505, "decode.d4.loss_mask": 0.5639785990118981, "decode.d4.loss_dice": 0.6723004937171936, "decode.d5.loss_cls": 0.3578690439462662, "decode.d5.loss_mask": 0.5417112410068512, "decode.d5.loss_dice": 0.6522706091403961, "decode.d6.loss_cls": 0.22964198961853982, "decode.d6.loss_mask": 0.5744363605976105, "decode.d6.loss_dice": 0.6903128892183303, "decode.d7.loss_cls": 0.3250726513564587, "decode.d7.loss_mask": 0.5407296687364578, "decode.d7.loss_dice": 0.6496991872787475, "decode.d8.loss_cls": 0.2757590889930725, "decode.d8.loss_mask": 0.5373939454555512, "decode.d8.loss_dice": 0.6421915024518967, "time": 0.5377446413040161, "memory": 7237, "step": 128900}
{"lr": 2.2863878447279856e-06, "data_time": 0.009766864776611327, "grad_norm": 114.53499221801758, "loss": 22.06055040359497, "decode.loss_cls": 0.39862160980701444, "decode.loss_mask": 0.5911183774471283, "decode.loss_dice": 0.9203431516885757, "decode.d0.loss_cls": 2.0896917462348936, "decode.d0.loss_mask": 0.7042692452669144, "decode.d0.loss_dice": 1.1999153345823288, "decode.d1.loss_cls": 0.6043292835354805, "decode.d1.loss_mask": 0.6428718864917755, "decode.d1.loss_dice": 1.0698039948940277, "decode.d2.loss_cls": 0.4283361040055752, "decode.d2.loss_mask": 0.6676600962877274, "decode.d2.loss_dice": 1.0237357050180436, "decode.d3.loss_cls": 0.5050685063004494, "decode.d3.loss_mask": 0.5960484832525254, "decode.d3.loss_dice": 0.964657211303711, "decode.d4.loss_cls": 0.4420234337449074, "decode.d4.loss_mask": 0.6129441946744919, "decode.d4.loss_dice": 0.9531497240066529, "decode.d5.loss_cls": 0.3970543943345547, "decode.d5.loss_mask": 0.6057476967573165, "decode.d5.loss_dice": 0.9361027300357818, "decode.d6.loss_cls": 0.3727625414729118, "decode.d6.loss_mask": 0.5919640809297562, "decode.d6.loss_dice": 0.9474332422018051, "decode.d7.loss_cls": 0.37405901700258254, "decode.d7.loss_mask": 0.5891136735677719, "decode.d7.loss_dice": 0.9523515582084656, "decode.d8.loss_cls": 0.36138973385095596, "decode.d8.loss_mask": 0.5873575359582901, "decode.d8.loss_dice": 0.9306253790855408, "time": 0.5584739685058594, "memory": 7208, "step": 128950}
{"lr": 2.2830739722023132e-06, "data_time": 0.00971236228942871, "grad_norm": 83.57590026855469, "loss": 18.381682872772217, "decode.loss_cls": 0.4458314493298531, "decode.loss_mask": 0.4447128936648369, "decode.loss_dice": 0.7238491505384446, "decode.d0.loss_cls": 1.9627272605895996, "decode.d0.loss_mask": 0.4965104013681412, "decode.d0.loss_dice": 0.8364210486412048, "decode.d1.loss_cls": 0.6626417495310306, "decode.d1.loss_mask": 0.4675390854477882, "decode.d1.loss_dice": 0.7733372032642365, "decode.d2.loss_cls": 0.641728712618351, "decode.d2.loss_mask": 0.44184996485710143, "decode.d2.loss_dice": 0.7441579163074493, "decode.d3.loss_cls": 0.5131896816194057, "decode.d3.loss_mask": 0.4355561926960945, "decode.d3.loss_dice": 0.7304846942424774, "decode.d4.loss_cls": 0.49077108800411223, "decode.d4.loss_mask": 0.4309728056192398, "decode.d4.loss_dice": 0.6968481749296188, "decode.d5.loss_cls": 0.4758804149925709, "decode.d5.loss_mask": 0.43377865552902223, "decode.d5.loss_dice": 0.7270396888256073, "decode.d6.loss_cls": 0.4429396979510784, "decode.d6.loss_mask": 0.435489621758461, "decode.d6.loss_dice": 0.7052959650754929, "decode.d7.loss_cls": 0.44275614693760873, "decode.d7.loss_mask": 0.42948425710201266, "decode.d7.loss_dice": 0.70541972219944, "decode.d8.loss_cls": 0.4666043184697628, "decode.d8.loss_mask": 0.43893123269081114, "decode.d8.loss_dice": 0.738933140039444, "time": 0.5598075151443481, "memory": 7341, "step": 129000}
{"lr": 2.2797595651377262e-06, "data_time": 0.009522128105163574, "grad_norm": 83.67250747680664, "loss": 21.158497428894044, "decode.loss_cls": 0.37841640040278435, "decode.loss_mask": 0.5631994590163231, "decode.loss_dice": 0.8335882633924484, "decode.d0.loss_cls": 2.226009225845337, "decode.d0.loss_mask": 0.6349765837192536, "decode.d0.loss_dice": 1.0542033970355988, "decode.d1.loss_cls": 0.6778353050351142, "decode.d1.loss_mask": 0.6001266956329345, "decode.d1.loss_dice": 0.9205816715955735, "decode.d2.loss_cls": 0.6504771932959557, "decode.d2.loss_mask": 0.5607003748416901, "decode.d2.loss_dice": 0.8420723795890808, "decode.d3.loss_cls": 0.5446482986211777, "decode.d3.loss_mask": 0.5583109870553017, "decode.d3.loss_dice": 0.8528170019388199, "decode.d4.loss_cls": 0.48404079377651216, "decode.d4.loss_mask": 0.5563926801085473, "decode.d4.loss_dice": 0.8702956408262252, "decode.d5.loss_cls": 0.4421793147921562, "decode.d5.loss_mask": 0.5539658635854721, "decode.d5.loss_dice": 0.8723210692405701, "decode.d6.loss_cls": 0.41123172715306283, "decode.d6.loss_mask": 0.5521274283528328, "decode.d6.loss_dice": 0.8913561224937439, "decode.d7.loss_cls": 0.4057642102241516, "decode.d7.loss_mask": 0.561931312084198, "decode.d7.loss_dice": 0.8347572952508926, "decode.d8.loss_cls": 0.3810339137911797, "decode.d8.loss_mask": 0.5654182031750679, "decode.d8.loss_dice": 0.8777186363935471, "time": 0.5349051475524902, "memory": 7208, "step": 129050}
{"lr": 2.2764446225842306e-06, "data_time": 0.009821820259094238, "grad_norm": 92.03654327392579, "loss": 19.56928234100342, "decode.loss_cls": 0.2692584916949272, "decode.loss_mask": 0.6102721050381661, "decode.loss_dice": 0.8357018440961838, "decode.d0.loss_cls": 1.5775961995124816, "decode.d0.loss_mask": 0.6908760666847229, "decode.d0.loss_dice": 0.9941034138202667, "decode.d1.loss_cls": 0.4975615456700325, "decode.d1.loss_mask": 0.6303069978952408, "decode.d1.loss_dice": 0.9144874393939972, "decode.d2.loss_cls": 0.40950980857014657, "decode.d2.loss_mask": 0.6190513551235199, "decode.d2.loss_dice": 0.8548331201076508, "decode.d3.loss_cls": 0.35238810926675795, "decode.d3.loss_mask": 0.620971605181694, "decode.d3.loss_dice": 0.8344442188739777, "decode.d4.loss_cls": 0.3834645114839077, "decode.d4.loss_mask": 0.5966267883777618, "decode.d4.loss_dice": 0.8306204319000244, "decode.d5.loss_cls": 0.3425831452012062, "decode.d5.loss_mask": 0.613543564081192, "decode.d5.loss_dice": 0.8479654625058174, "decode.d6.loss_cls": 0.29120237603783605, "decode.d6.loss_mask": 0.6096297144889832, "decode.d6.loss_dice": 0.8458591520786285, "decode.d7.loss_cls": 0.31691835448145866, "decode.d7.loss_mask": 0.5961110010743141, "decode.d7.loss_dice": 0.8259719580411911, "decode.d8.loss_cls": 0.30012091547250747, "decode.d8.loss_mask": 0.6082716539502144, "decode.d8.loss_dice": 0.8490306586027145, "time": 0.5341603517532348, "memory": 7241, "step": 129100}
{"lr": 2.27312914358862e-06, "data_time": 0.009720921516418457, "grad_norm": 85.80883178710937, "loss": 21.06225528717041, "decode.loss_cls": 0.24153336584568025, "decode.loss_mask": 0.5873433858156204, "decode.loss_dice": 0.9913877218961715, "decode.d0.loss_cls": 2.184810984134674, "decode.d0.loss_mask": 0.645957487821579, "decode.d0.loss_dice": 1.1502429366111755, "decode.d1.loss_cls": 0.4226848728954792, "decode.d1.loss_mask": 0.6211588948965072, "decode.d1.loss_dice": 1.065208125114441, "decode.d2.loss_cls": 0.3980202406644821, "decode.d2.loss_mask": 0.5944973364472389, "decode.d2.loss_dice": 1.0010205805301666, "decode.d3.loss_cls": 0.29971592873334885, "decode.d3.loss_mask": 0.5963731795549393, "decode.d3.loss_dice": 1.0107278168201446, "decode.d4.loss_cls": 0.30189022347331046, "decode.d4.loss_mask": 0.5866751238703728, "decode.d4.loss_dice": 0.9982209831476212, "decode.d5.loss_cls": 0.2866918213665485, "decode.d5.loss_mask": 0.5881200060248375, "decode.d5.loss_dice": 0.9814846187829971, "decode.d6.loss_cls": 0.24849098846316336, "decode.d6.loss_mask": 0.5880419194698334, "decode.d6.loss_dice": 1.024436929821968, "decode.d7.loss_cls": 0.26531617566943166, "decode.d7.loss_mask": 0.5849264830350875, "decode.d7.loss_dice": 0.982019665837288, "decode.d8.loss_cls": 0.23211249560117722, "decode.d8.loss_mask": 0.578656455874443, "decode.d8.loss_dice": 1.0044880747795104, "time": 0.5351748466491699, "memory": 7282, "step": 129150}
{"lr": 2.2698131271944327e-06, "data_time": 0.009576630592346192, "grad_norm": 86.02896270751953, "loss": 19.664049053192137, "decode.loss_cls": 0.3201082706451416, "decode.loss_mask": 0.5556623727083206, "decode.loss_dice": 0.839802262187004, "decode.d0.loss_cls": 1.9063688158988952, "decode.d0.loss_mask": 0.6009777396917343, "decode.d0.loss_dice": 0.9534852921962738, "decode.d1.loss_cls": 0.5651411935687065, "decode.d1.loss_mask": 0.5910404980182647, "decode.d1.loss_dice": 0.9259705185890198, "decode.d2.loss_cls": 0.46490177437663077, "decode.d2.loss_mask": 0.5795065075159073, "decode.d2.loss_dice": 0.9137558758258819, "decode.d3.loss_cls": 0.40261985287070273, "decode.d3.loss_mask": 0.5836958736181259, "decode.d3.loss_dice": 0.8550014585256577, "decode.d4.loss_cls": 0.3533343508839607, "decode.d4.loss_mask": 0.5672219038009644, "decode.d4.loss_dice": 0.8299640774726867, "decode.d5.loss_cls": 0.37009345218539236, "decode.d5.loss_mask": 0.5618921726942062, "decode.d5.loss_dice": 0.8273717612028122, "decode.d6.loss_cls": 0.33885730877518655, "decode.d6.loss_mask": 0.5499558269977569, "decode.d6.loss_dice": 0.8196082174777984, "decode.d7.loss_cls": 0.2990275412797928, "decode.d7.loss_mask": 0.5531122833490372, "decode.d7.loss_dice": 0.8302278906106949, "decode.d8.loss_cls": 0.3231205090880394, "decode.d8.loss_mask": 0.5523195534944534, "decode.d8.loss_dice": 0.8299042463302613, "time": 0.5350466728210449, "memory": 7214, "step": 129200}
{"lr": 2.2664965724419497e-06, "data_time": 0.009297800064086915, "grad_norm": 89.03359985351562, "loss": 20.009434366226195, "decode.loss_cls": 0.37986659780144694, "decode.loss_mask": 0.5165810376405716, "decode.loss_dice": 0.7805757708847523, "decode.d0.loss_cls": 2.1899486064910887, "decode.d0.loss_mask": 0.6261181101202965, "decode.d0.loss_dice": 0.9810413837432861, "decode.d1.loss_cls": 0.7681019484996796, "decode.d1.loss_mask": 0.5554267138242721, "decode.d1.loss_dice": 0.8677772745490074, "decode.d2.loss_cls": 0.5620795503258705, "decode.d2.loss_mask": 0.5662109553813934, "decode.d2.loss_dice": 0.8322455637156964, "decode.d3.loss_cls": 0.48289314433932307, "decode.d3.loss_mask": 0.5455544948577881, "decode.d3.loss_dice": 0.820091362297535, "decode.d4.loss_cls": 0.4481335118412971, "decode.d4.loss_mask": 0.5194477915763855, "decode.d4.loss_dice": 0.8083484157919884, "decode.d5.loss_cls": 0.40072275176644323, "decode.d5.loss_mask": 0.5209992438554764, "decode.d5.loss_dice": 0.7871998518705368, "decode.d6.loss_cls": 0.381423469632864, "decode.d6.loss_mask": 0.5212764889001846, "decode.d6.loss_dice": 0.802811098843813, "decode.d7.loss_cls": 0.37354048192501066, "decode.d7.loss_mask": 0.5215485841035843, "decode.d7.loss_dice": 0.7977053850889206, "decode.d8.loss_cls": 0.3345642924308777, "decode.d8.loss_mask": 0.5237212657928467, "decode.d8.loss_dice": 0.7934792526066303, "time": 0.5341676235198974, "memory": 7256, "step": 129250}
{"lr": 2.263179478368177e-06, "data_time": 0.009594297409057618, "grad_norm": 89.22586975097656, "loss": 19.367111110687254, "decode.loss_cls": 0.37851259112358093, "decode.loss_mask": 0.5656415909528733, "decode.loss_dice": 0.692118114233017, "decode.d0.loss_cls": 1.9207369446754456, "decode.d0.loss_mask": 0.6497441828250885, "decode.d0.loss_dice": 0.8948352664709092, "decode.d1.loss_cls": 0.6326087772846222, "decode.d1.loss_mask": 0.5846392720937729, "decode.d1.loss_dice": 0.7982889145612717, "decode.d2.loss_cls": 0.5246123239398003, "decode.d2.loss_mask": 0.5666648983955384, "decode.d2.loss_dice": 0.7414027988910675, "decode.d3.loss_cls": 0.5028156533837318, "decode.d3.loss_mask": 0.5773838281631469, "decode.d3.loss_dice": 0.7240710079669952, "decode.d4.loss_cls": 0.4354839354753494, "decode.d4.loss_mask": 0.5672314584255218, "decode.d4.loss_dice": 0.7325673371553421, "decode.d5.loss_cls": 0.49429147467017176, "decode.d5.loss_mask": 0.5667612522840499, "decode.d5.loss_dice": 0.7159469366073609, "decode.d6.loss_cls": 0.3875191129744053, "decode.d6.loss_mask": 0.5652601033449173, "decode.d6.loss_dice": 0.7339483976364136, "decode.d7.loss_cls": 0.42016741782426836, "decode.d7.loss_mask": 0.5706603914499283, "decode.d7.loss_dice": 0.6980156391859055, "decode.d8.loss_cls": 0.40857004150748255, "decode.d8.loss_mask": 0.5673746526241302, "decode.d8.loss_dice": 0.7492372393608093, "time": 0.5334426641464234, "memory": 7220, "step": 129300}
{"lr": 2.259861844006824e-06, "data_time": 0.009711027145385742, "grad_norm": 102.15888824462891, "loss": 22.024682235717773, "decode.loss_cls": 0.3750895019620657, "decode.loss_mask": 0.6467246502637863, "decode.loss_dice": 0.8620455324649811, "decode.d0.loss_cls": 2.3789279103279113, "decode.d0.loss_mask": 0.7242167860269546, "decode.d0.loss_dice": 0.981495001912117, "decode.d1.loss_cls": 0.6680126115679741, "decode.d1.loss_mask": 0.7062566488981247, "decode.d1.loss_dice": 0.9384802758693696, "decode.d2.loss_cls": 0.5107472985982895, "decode.d2.loss_mask": 0.6567866444587708, "decode.d2.loss_dice": 0.8760482400655747, "decode.d3.loss_cls": 0.4945188105106354, "decode.d3.loss_mask": 0.6479428082704544, "decode.d3.loss_dice": 0.8721699982881546, "decode.d4.loss_cls": 0.46319698765873907, "decode.d4.loss_mask": 0.6375006645917892, "decode.d4.loss_dice": 0.8796928822994232, "decode.d5.loss_cls": 0.46479677222669125, "decode.d5.loss_mask": 0.6421460688114167, "decode.d5.loss_dice": 0.8760824561119079, "decode.d6.loss_cls": 0.4316975936293602, "decode.d6.loss_mask": 0.6300705671310425, "decode.d6.loss_dice": 0.8527944266796113, "decode.d7.loss_cls": 0.43389431312680243, "decode.d7.loss_mask": 0.6309096455574036, "decode.d7.loss_dice": 0.8469625145196915, "decode.d8.loss_cls": 0.35448231622576715, "decode.d8.loss_mask": 0.6651407659053803, "decode.d8.loss_dice": 0.875851708650589, "time": 0.5358221292495727, "memory": 7341, "step": 129350}
{"lr": 2.2565436683882874e-06, "data_time": 0.009615778923034668, "grad_norm": 86.80547332763672, "loss": 17.53637409210205, "decode.loss_cls": 0.25615768022835256, "decode.loss_mask": 0.4934085175395012, "decode.loss_dice": 0.7624133825302124, "decode.d0.loss_cls": 1.6652340412139892, "decode.d0.loss_mask": 0.5920549720525742, "decode.d0.loss_dice": 0.9466124057769776, "decode.d1.loss_cls": 0.4185716524720192, "decode.d1.loss_mask": 0.5376719951629638, "decode.d1.loss_dice": 0.8317495048046112, "decode.d2.loss_cls": 0.36933574080467224, "decode.d2.loss_mask": 0.4987142592668533, "decode.d2.loss_dice": 0.8002498865127563, "decode.d3.loss_cls": 0.29251358211040496, "decode.d3.loss_mask": 0.4976314514875412, "decode.d3.loss_dice": 0.7825305819511413, "decode.d4.loss_cls": 0.2822046637535095, "decode.d4.loss_mask": 0.4959028422832489, "decode.d4.loss_dice": 0.7920089989900589, "decode.d5.loss_cls": 0.29110169485211373, "decode.d5.loss_mask": 0.4911823123693466, "decode.d5.loss_dice": 0.7662898272275924, "decode.d6.loss_cls": 0.2948531895875931, "decode.d6.loss_mask": 0.4938299536705017, "decode.d6.loss_dice": 0.7685204982757569, "decode.d7.loss_cls": 0.2863575890660286, "decode.d7.loss_mask": 0.4979837268590927, "decode.d7.loss_dice": 0.7926499903202057, "decode.d8.loss_cls": 0.2781737599521875, "decode.d8.loss_mask": 0.4890983074903488, "decode.d8.loss_dice": 0.7713666170835495, "time": 0.5605344772338867, "memory": 7206, "step": 129400}
{"lr": 2.2532249505396404e-06, "data_time": 0.009470033645629882, "grad_norm": 95.52905960083008, "loss": 24.85255126953125, "decode.loss_cls": 0.43349929712712765, "decode.loss_mask": 0.6347353637218476, "decode.loss_dice": 1.1659926742315292, "decode.d0.loss_cls": 2.040330928564072, "decode.d0.loss_mask": 0.701214873790741, "decode.d0.loss_dice": 1.3899061232805252, "decode.d1.loss_cls": 0.6027809493243694, "decode.d1.loss_mask": 0.6596593677997589, "decode.d1.loss_dice": 1.2717779576778412, "decode.d2.loss_cls": 0.5537694998085498, "decode.d2.loss_mask": 0.6507753700017929, "decode.d2.loss_dice": 1.211368691921234, "decode.d3.loss_cls": 0.4648843489587307, "decode.d3.loss_mask": 0.6461304992437362, "decode.d3.loss_dice": 1.1690674722194672, "decode.d4.loss_cls": 0.44880601689219474, "decode.d4.loss_mask": 0.6397386342287064, "decode.d4.loss_dice": 1.209830069541931, "decode.d5.loss_cls": 0.4458307694643736, "decode.d5.loss_mask": 0.6439410239458084, "decode.d5.loss_dice": 1.1545235604047774, "decode.d6.loss_cls": 0.4263020347803831, "decode.d6.loss_mask": 0.6442038536071777, "decode.d6.loss_dice": 1.1651410520076753, "decode.d7.loss_cls": 0.4306068692356348, "decode.d7.loss_mask": 0.6511897712945938, "decode.d7.loss_dice": 1.182011353969574, "decode.d8.loss_cls": 0.406619406491518, "decode.d8.loss_mask": 0.6378061592578887, "decode.d8.loss_dice": 1.1701076298952102, "time": 0.534086012840271, "memory": 7253, "step": 129450}
{"lr": 2.2499056894846096e-06, "data_time": 0.009599018096923827, "grad_norm": 92.9578296661377, "loss": 26.103063106536865, "decode.loss_cls": 0.6043614316731691, "decode.loss_mask": 0.6493205189704895, "decode.loss_dice": 1.052627268433571, "decode.d0.loss_cls": 2.4309908747673035, "decode.d0.loss_mask": 0.743731227517128, "decode.d0.loss_dice": 1.2501257866621018, "decode.d1.loss_cls": 0.8674199499189854, "decode.d1.loss_mask": 0.6882692754268647, "decode.d1.loss_dice": 1.162661224603653, "decode.d2.loss_cls": 0.6839053690433502, "decode.d2.loss_mask": 0.6609091550111771, "decode.d2.loss_dice": 1.1406861305236817, "decode.d3.loss_cls": 0.7419817373156548, "decode.d3.loss_mask": 0.6492348223924637, "decode.d3.loss_dice": 1.061681118607521, "decode.d4.loss_cls": 0.6454084362834692, "decode.d4.loss_mask": 0.6626532644033432, "decode.d4.loss_dice": 1.0646899223327637, "decode.d5.loss_cls": 0.6313378691673279, "decode.d5.loss_mask": 0.6405974388122558, "decode.d5.loss_dice": 1.0689523726701737, "decode.d6.loss_cls": 0.5826073039323092, "decode.d6.loss_mask": 0.663525578379631, "decode.d6.loss_dice": 1.0686526626348496, "decode.d7.loss_cls": 0.6475979186594486, "decode.d7.loss_mask": 0.6415334045886993, "decode.d7.loss_dice": 1.0547279208898543, "decode.d8.loss_cls": 0.6406723994761705, "decode.d8.loss_mask": 0.6489309698343277, "decode.d8.loss_dice": 1.0532701581716537, "time": 0.5330612659454346, "memory": 7315, "step": 129500}
{"lr": 2.246585884243564e-06, "data_time": 0.009552216529846192, "grad_norm": 92.59573516845703, "loss": 20.45419955253601, "decode.loss_cls": 0.4275204881094396, "decode.loss_mask": 0.5331280320882797, "decode.loss_dice": 0.8614525705575943, "decode.d0.loss_cls": 2.0262808442115783, "decode.d0.loss_mask": 0.6232373207807541, "decode.d0.loss_dice": 1.056116795539856, "decode.d1.loss_cls": 0.5983227699995041, "decode.d1.loss_mask": 0.5672430515289306, "decode.d1.loss_dice": 0.8939751863479615, "decode.d2.loss_cls": 0.48709310963749886, "decode.d2.loss_mask": 0.5366212025284767, "decode.d2.loss_dice": 0.8710954859852791, "decode.d3.loss_cls": 0.4850303824990988, "decode.d3.loss_mask": 0.5326347559690475, "decode.d3.loss_dice": 0.8402512609958649, "decode.d4.loss_cls": 0.4559824725612998, "decode.d4.loss_mask": 0.5401840329170227, "decode.d4.loss_dice": 0.8849237933754921, "decode.d5.loss_cls": 0.4253391698002815, "decode.d5.loss_mask": 0.5343166530132294, "decode.d5.loss_dice": 0.8520788788795471, "decode.d6.loss_cls": 0.4196352789178491, "decode.d6.loss_mask": 0.5255456909537315, "decode.d6.loss_dice": 0.8550875231623649, "decode.d7.loss_cls": 0.41010248567909, "decode.d7.loss_mask": 0.5211976289749145, "decode.d7.loss_dice": 0.8681464165449142, "decode.d8.loss_cls": 0.4259468335658312, "decode.d8.loss_mask": 0.523663604259491, "decode.d8.loss_dice": 0.8720457658171654, "time": 0.5346940755844116, "memory": 7234, "step": 129550}
{"lr": 2.2432655338334893e-06, "data_time": 0.009972739219665527, "grad_norm": 93.83581199645997, "loss": 18.32798089981079, "decode.loss_cls": 0.1644445601850748, "decode.loss_mask": 0.5041139513254166, "decode.loss_dice": 0.8763835996389389, "decode.d0.loss_cls": 2.059578025341034, "decode.d0.loss_mask": 0.5525896281003952, "decode.d0.loss_dice": 0.9985593661665917, "decode.d1.loss_cls": 0.43668522760272027, "decode.d1.loss_mask": 0.5353837490081788, "decode.d1.loss_dice": 0.9338855504989624, "decode.d2.loss_cls": 0.3192162364721298, "decode.d2.loss_mask": 0.5279661536216735, "decode.d2.loss_dice": 0.8761883869767189, "decode.d3.loss_cls": 0.24326752498745918, "decode.d3.loss_mask": 0.5237978726625443, "decode.d3.loss_dice": 0.8622973427176476, "decode.d4.loss_cls": 0.23052715919911862, "decode.d4.loss_mask": 0.5192477524280548, "decode.d4.loss_dice": 0.8660168424248695, "decode.d5.loss_cls": 0.21559071876108646, "decode.d5.loss_mask": 0.5157351523637772, "decode.d5.loss_dice": 0.8750512316823006, "decode.d6.loss_cls": 0.2043006058782339, "decode.d6.loss_mask": 0.5208874851465225, "decode.d6.loss_dice": 0.8637304052710533, "decode.d7.loss_cls": 0.16598545275628568, "decode.d7.loss_mask": 0.5128738492727279, "decode.d7.loss_dice": 0.8650419861078262, "decode.d8.loss_cls": 0.17608730271458625, "decode.d8.loss_mask": 0.5065890789031983, "decode.d8.loss_dice": 0.8759584471583366, "time": 0.535830807685852, "memory": 7233, "step": 129600}
{"lr": 2.2399446372679787e-06, "data_time": 0.009584331512451172, "grad_norm": 80.12356910705566, "loss": 18.686021947860716, "decode.loss_cls": 0.26813671365380287, "decode.loss_mask": 0.4775777667760849, "decode.loss_dice": 0.8995331406593323, "decode.d0.loss_cls": 1.5876518726348876, "decode.d0.loss_mask": 0.5152421772480011, "decode.d0.loss_dice": 1.0249089628458024, "decode.d1.loss_cls": 0.39678014293313024, "decode.d1.loss_mask": 0.4936261743307114, "decode.d1.loss_dice": 0.9983151495456696, "decode.d2.loss_cls": 0.36686483696103095, "decode.d2.loss_mask": 0.5007684975862503, "decode.d2.loss_dice": 0.9244424283504487, "decode.d3.loss_cls": 0.3610668651759624, "decode.d3.loss_mask": 0.46583919376134875, "decode.d3.loss_dice": 0.9034159794449806, "decode.d4.loss_cls": 0.32712637819349766, "decode.d4.loss_mask": 0.4725318789482117, "decode.d4.loss_dice": 0.9208017438650131, "decode.d5.loss_cls": 0.3114273425191641, "decode.d5.loss_mask": 0.4784984141588211, "decode.d5.loss_dice": 0.9103914856910705, "decode.d6.loss_cls": 0.25433652140200136, "decode.d6.loss_mask": 0.506096339225769, "decode.d6.loss_dice": 0.9257711604237556, "decode.d7.loss_cls": 0.332687708362937, "decode.d7.loss_mask": 0.4739259958267212, "decode.d7.loss_dice": 0.8994709759950638, "decode.d8.loss_cls": 0.32020430490374563, "decode.d8.loss_mask": 0.47253625094890594, "decode.d8.loss_dice": 0.8960449680685997, "time": 0.5879601955413818, "memory": 7187, "step": 129650}
{"lr": 2.236623193557212e-06, "data_time": 0.00935819149017334, "grad_norm": 82.13819541931153, "loss": 21.376697540283203, "decode.loss_cls": 0.29672063924372194, "decode.loss_mask": 0.6053804278373718, "decode.loss_dice": 0.9755493342876435, "decode.d0.loss_cls": 2.079633283615112, "decode.d0.loss_mask": 0.6876651138067246, "decode.d0.loss_dice": 1.187159276008606, "decode.d1.loss_cls": 0.4752465642988682, "decode.d1.loss_mask": 0.622952190041542, "decode.d1.loss_dice": 1.0766270846128463, "decode.d2.loss_cls": 0.3745886214077473, "decode.d2.loss_mask": 0.6167796730995179, "decode.d2.loss_dice": 1.0284901231527328, "decode.d3.loss_cls": 0.3271863736212254, "decode.d3.loss_mask": 0.6074337124824524, "decode.d3.loss_dice": 0.9992762595415116, "decode.d4.loss_cls": 0.34727825596928596, "decode.d4.loss_mask": 0.6071084469556809, "decode.d4.loss_dice": 0.9789250612258911, "decode.d5.loss_cls": 0.2778079975396395, "decode.d5.loss_mask": 0.6071356326341629, "decode.d5.loss_dice": 0.9846188992261886, "decode.d6.loss_cls": 0.30431357622146604, "decode.d6.loss_mask": 0.6042479246854782, "decode.d6.loss_dice": 0.9673054724931717, "decode.d7.loss_cls": 0.2856398019939661, "decode.d7.loss_mask": 0.6067560225725174, "decode.d7.loss_dice": 0.9864680379629135, "decode.d8.loss_cls": 0.28175432719290255, "decode.d8.loss_mask": 0.6090797752141952, "decode.d8.loss_dice": 0.9675705641508102, "time": 0.5343588590621948, "memory": 7263, "step": 129700}
{"lr": 2.2333012017079365e-06, "data_time": 0.009456968307495118, "grad_norm": 90.21346397399903, "loss": 19.35652675628662, "decode.loss_cls": 0.2518001925200224, "decode.loss_mask": 0.5623340681195259, "decode.loss_dice": 0.8250243991613389, "decode.d0.loss_cls": 2.12245512008667, "decode.d0.loss_mask": 0.6352514415979386, "decode.d0.loss_dice": 0.9590021789073944, "decode.d1.loss_cls": 0.40850693061947824, "decode.d1.loss_mask": 0.5970428436994553, "decode.d1.loss_dice": 0.8863270580768585, "decode.d2.loss_cls": 0.3507345713675022, "decode.d2.loss_mask": 0.5833190888166427, "decode.d2.loss_dice": 0.8917277902364731, "decode.d3.loss_cls": 0.3226550117135048, "decode.d3.loss_mask": 0.563543526828289, "decode.d3.loss_dice": 0.8503213375806808, "decode.d4.loss_cls": 0.3393039971590042, "decode.d4.loss_mask": 0.5723165705800056, "decode.d4.loss_dice": 0.8214764058589935, "decode.d5.loss_cls": 0.3315665166825056, "decode.d5.loss_mask": 0.5731733411550521, "decode.d5.loss_dice": 0.8256466567516327, "decode.d6.loss_cls": 0.32653430178761483, "decode.d6.loss_mask": 0.5607943221926689, "decode.d6.loss_dice": 0.8051510244607926, "decode.d7.loss_cls": 0.31196703128516673, "decode.d7.loss_mask": 0.5696289837360382, "decode.d7.loss_dice": 0.8124792397022247, "decode.d8.loss_cls": 0.30542056523263456, "decode.d8.loss_mask": 0.5665099620819092, "decode.d8.loss_dice": 0.824512106180191, "time": 0.5613311529159546, "memory": 7195, "step": 129750}
{"lr": 2.2299786607234537e-06, "data_time": 0.009506916999816895, "grad_norm": 94.63491592407226, "loss": 21.304462432861328, "decode.loss_cls": 0.49021410048007963, "decode.loss_mask": 0.5599441826343536, "decode.loss_dice": 0.883269938826561, "decode.d0.loss_cls": 1.9506210923194884, "decode.d0.loss_mask": 0.6146165609359742, "decode.d0.loss_dice": 1.0311199396848678, "decode.d1.loss_cls": 0.5997906982898712, "decode.d1.loss_mask": 0.6232201009988785, "decode.d1.loss_dice": 0.9383372068405151, "decode.d2.loss_cls": 0.5599089622497558, "decode.d2.loss_mask": 0.5932121008634568, "decode.d2.loss_dice": 0.9459949553012847, "decode.d3.loss_cls": 0.49876992776989937, "decode.d3.loss_mask": 0.5718674540519715, "decode.d3.loss_dice": 0.9005703717470169, "decode.d4.loss_cls": 0.4603383712470531, "decode.d4.loss_mask": 0.5823572814464569, "decode.d4.loss_dice": 0.9190058380365371, "decode.d5.loss_cls": 0.4422036960721016, "decode.d5.loss_mask": 0.5759850442409515, "decode.d5.loss_dice": 0.892052412033081, "decode.d6.loss_cls": 0.4736313007771969, "decode.d6.loss_mask": 0.5621372848749161, "decode.d6.loss_dice": 0.893198961019516, "decode.d7.loss_cls": 0.4370879665017128, "decode.d7.loss_mask": 0.5597531586885452, "decode.d7.loss_dice": 0.8814764857292176, "decode.d8.loss_cls": 0.42746031284332275, "decode.d8.loss_mask": 0.5602646350860596, "decode.d8.loss_dice": 0.8760525196790695, "time": 0.5342038393020629, "memory": 7255, "step": 129800}
{"lr": 2.226655569603601e-06, "data_time": 0.009296536445617676, "grad_norm": 86.96011848449707, "loss": 15.152580070495606, "decode.loss_cls": 0.20105634182691573, "decode.loss_mask": 0.425711128115654, "decode.loss_dice": 0.6998787194490432, "decode.d0.loss_cls": 1.6356347024440765, "decode.d0.loss_mask": 0.4766800582408905, "decode.d0.loss_dice": 0.7766485750675202, "decode.d1.loss_cls": 0.34061363749206064, "decode.d1.loss_mask": 0.42819114327430724, "decode.d1.loss_dice": 0.7101237505674363, "decode.d2.loss_cls": 0.2621799260377884, "decode.d2.loss_mask": 0.40846778005361556, "decode.d2.loss_dice": 0.6859216809272766, "decode.d3.loss_cls": 0.2660567115992308, "decode.d3.loss_mask": 0.4175507605075836, "decode.d3.loss_dice": 0.6805653542280197, "decode.d4.loss_cls": 0.20948793217539788, "decode.d4.loss_mask": 0.4238889664411545, "decode.d4.loss_dice": 0.719007958471775, "decode.d5.loss_cls": 0.2686755271628499, "decode.d5.loss_mask": 0.4283650636672974, "decode.d5.loss_dice": 0.6925632193684578, "decode.d6.loss_cls": 0.24837971348315477, "decode.d6.loss_mask": 0.424936318397522, "decode.d6.loss_dice": 0.6951245158910752, "decode.d7.loss_cls": 0.2231326712295413, "decode.d7.loss_mask": 0.4222451224923134, "decode.d7.loss_dice": 0.6547021895647049, "decode.d8.loss_cls": 0.2090984219685197, "decode.d8.loss_mask": 0.4216067731380463, "decode.d8.loss_dice": 0.6960856258869171, "time": 0.5340679168701172, "memory": 7253, "step": 129850}
{"lr": 2.223331927344729e-06, "data_time": 0.00922255516052246, "grad_norm": 97.30084915161133, "loss": 22.045048809051515, "decode.loss_cls": 0.4580474656075239, "decode.loss_mask": 0.5224148869514466, "decode.loss_dice": 0.9720709145069122, "decode.d0.loss_cls": 2.2282796144485473, "decode.d0.loss_mask": 0.5882973343133926, "decode.d0.loss_dice": 1.1379319190979005, "decode.d1.loss_cls": 0.6588333413004875, "decode.d1.loss_mask": 0.5517837673425674, "decode.d1.loss_dice": 1.0325145155191422, "decode.d2.loss_cls": 0.6073942810297013, "decode.d2.loss_mask": 0.5373407512903213, "decode.d2.loss_dice": 0.9963839024305343, "decode.d3.loss_cls": 0.5269719962030649, "decode.d3.loss_mask": 0.5297338038682937, "decode.d3.loss_dice": 0.9770252555608749, "decode.d4.loss_cls": 0.4902026493102312, "decode.d4.loss_mask": 0.522729167342186, "decode.d4.loss_dice": 0.9476153403520584, "decode.d5.loss_cls": 0.46067689172923565, "decode.d5.loss_mask": 0.5321251630783081, "decode.d5.loss_dice": 0.9711227089166641, "decode.d6.loss_cls": 0.48186953775584696, "decode.d6.loss_mask": 0.5217917859554291, "decode.d6.loss_dice": 0.9784360855817795, "decode.d7.loss_cls": 0.46057814471423625, "decode.d7.loss_mask": 0.508808970451355, "decode.d7.loss_dice": 0.9384008586406708, "decode.d8.loss_cls": 0.4107948835939169, "decode.d8.loss_mask": 0.518535652756691, "decode.d8.loss_dice": 0.9763367027044296, "time": 0.5359959602355957, "memory": 7336, "step": 129900}
{"lr": 2.22000773293969e-06, "data_time": 0.009522700309753418, "grad_norm": 84.9476333618164, "loss": 23.85020217895508, "decode.loss_cls": 0.3765413284301758, "decode.loss_mask": 0.6210814774036407, "decode.loss_dice": 1.010914446413517, "decode.d0.loss_cls": 2.4092234492301943, "decode.d0.loss_mask": 0.7240069270133972, "decode.d0.loss_dice": 1.2512024879455566, "decode.d1.loss_cls": 0.7389163598418236, "decode.d1.loss_mask": 0.6856311231851577, "decode.d1.loss_dice": 1.1145170390605927, "decode.d2.loss_cls": 0.6016916468739509, "decode.d2.loss_mask": 0.6675883561372757, "decode.d2.loss_dice": 1.1137823462486267, "decode.d3.loss_cls": 0.5406658388674259, "decode.d3.loss_mask": 0.6310129761695862, "decode.d3.loss_dice": 1.0550403833389281, "decode.d4.loss_cls": 0.4528852142393589, "decode.d4.loss_mask": 0.6230789005756379, "decode.d4.loss_dice": 1.0342409372329713, "decode.d5.loss_cls": 0.4307144656777382, "decode.d5.loss_mask": 0.6314059227705002, "decode.d5.loss_dice": 1.0175819605588914, "decode.d6.loss_cls": 0.3940055377781391, "decode.d6.loss_mask": 0.6357749283313752, "decode.d6.loss_dice": 1.0370928972959519, "decode.d7.loss_cls": 0.36574058458209036, "decode.d7.loss_mask": 0.6414029538631439, "decode.d7.loss_dice": 1.0412213295698165, "decode.d8.loss_cls": 0.3664064139127731, "decode.d8.loss_mask": 0.6260638892650604, "decode.d8.loss_dice": 1.0107708126306534, "time": 0.5598423957824707, "memory": 7186, "step": 129950}
{"lr": 2.2166829853778134e-06, "data_time": 0.009406757354736329, "grad_norm": 95.60260696411133, "loss": 20.179051780700682, "decode.loss_cls": 0.4593968138098717, "decode.loss_mask": 0.5426110073924064, "decode.loss_dice": 0.8243428409099579, "decode.d0.loss_cls": 1.828596031665802, "decode.d0.loss_mask": 0.6118412703275681, "decode.d0.loss_dice": 0.9837462186813355, "decode.d1.loss_cls": 0.6170580431818962, "decode.d1.loss_mask": 0.5749911725521087, "decode.d1.loss_dice": 0.8774539709091187, "decode.d2.loss_cls": 0.5363928928971291, "decode.d2.loss_mask": 0.5593687489628791, "decode.d2.loss_dice": 0.8597851753234863, "decode.d3.loss_cls": 0.4520960204303265, "decode.d3.loss_mask": 0.5604789718985558, "decode.d3.loss_dice": 0.8385652959346771, "decode.d4.loss_cls": 0.42085200622677804, "decode.d4.loss_mask": 0.5537065714597702, "decode.d4.loss_dice": 0.8376803755760193, "decode.d5.loss_cls": 0.41477713361382484, "decode.d5.loss_mask": 0.5474915936589241, "decode.d5.loss_dice": 0.8063335359096527, "decode.d6.loss_cls": 0.47274102121591566, "decode.d6.loss_mask": 0.5427886500954628, "decode.d6.loss_dice": 0.8345458179712295, "decode.d7.loss_cls": 0.4263168290257454, "decode.d7.loss_mask": 0.5418547183275223, "decode.d7.loss_dice": 0.8302570134401321, "decode.d8.loss_cls": 0.4453592665493488, "decode.d8.loss_mask": 0.5423703908920288, "decode.d8.loss_dice": 0.8352516829967499, "time": 0.5329996824264527, "memory": 7237, "step": 130000}
{"aAcc": 84.26, "mIoU": 52.72, "mAcc": 65.38, "data_time": 0.001912909199992024, "time": 0.18406251512200708, "step": 130000}
{"lr": 2.213357683644895e-06, "data_time": 0.009888410568237305, "grad_norm": 91.37309494018555, "loss": 28.7341570854187, "decode.loss_cls": 0.5209908172488212, "decode.loss_mask": 0.6980784118175507, "decode.loss_dice": 1.2849164187908173, "decode.d0.loss_cls": 2.608104979991913, "decode.d0.loss_mask": 0.7683572739362716, "decode.d0.loss_dice": 1.5740790903568267, "decode.d1.loss_cls": 0.7975259363651276, "decode.d1.loss_mask": 0.7483536511659622, "decode.d1.loss_dice": 1.4858564674854278, "decode.d2.loss_cls": 0.7184171959757805, "decode.d2.loss_mask": 0.7360570669174195, "decode.d2.loss_dice": 1.368365067243576, "decode.d3.loss_cls": 0.6124908342957497, "decode.d3.loss_mask": 0.6861405611038208, "decode.d3.loss_dice": 1.3305403769016266, "decode.d4.loss_cls": 0.6068541064858437, "decode.d4.loss_mask": 0.6974119573831559, "decode.d4.loss_dice": 1.2724043548107147, "decode.d5.loss_cls": 0.6055641323328018, "decode.d5.loss_mask": 0.7035821974277496, "decode.d5.loss_dice": 1.2880322992801667, "decode.d6.loss_cls": 0.5421819493174553, "decode.d6.loss_mask": 0.70867720246315, "decode.d6.loss_dice": 1.307481861114502, "decode.d7.loss_cls": 0.5360621020197869, "decode.d7.loss_mask": 0.7008298248052597, "decode.d7.loss_dice": 1.2960572957992553, "decode.d8.loss_cls": 0.5713972359895706, "decode.d8.loss_mask": 0.6952843546867371, "decode.d8.loss_dice": 1.2640615224838256, "time": 0.538967514038086, "memory": 7256, "step": 130050}
{"lr": 2.210031826723172e-06, "data_time": 0.010033369064331055, "grad_norm": 93.2164520263672, "loss": 24.270809173583984, "decode.loss_cls": 0.4040148839354515, "decode.loss_mask": 0.5865280956029892, "decode.loss_dice": 1.1275079846382141, "decode.d0.loss_cls": 2.0969676196575167, "decode.d0.loss_mask": 0.6754557371139527, "decode.d0.loss_dice": 1.3675602555274964, "decode.d1.loss_cls": 0.7434335723519325, "decode.d1.loss_mask": 0.6214539527893066, "decode.d1.loss_dice": 1.289881283044815, "decode.d2.loss_cls": 0.5739301770925522, "decode.d2.loss_mask": 0.6103548794984818, "decode.d2.loss_dice": 1.173277235031128, "decode.d3.loss_cls": 0.5221014067530632, "decode.d3.loss_mask": 0.5941690444946289, "decode.d3.loss_dice": 1.1408053249120713, "decode.d4.loss_cls": 0.4927554801106453, "decode.d4.loss_mask": 0.5925825536251068, "decode.d4.loss_dice": 1.1251504570245743, "decode.d5.loss_cls": 0.4614695869386196, "decode.d5.loss_mask": 0.5873420000076294, "decode.d5.loss_dice": 1.1455802202224732, "decode.d6.loss_cls": 0.4140208031982183, "decode.d6.loss_mask": 0.5886569708585739, "decode.d6.loss_dice": 1.1000495672225952, "decode.d7.loss_cls": 0.41594319269061086, "decode.d7.loss_mask": 0.5852639645338058, "decode.d7.loss_dice": 1.1162682205438614, "decode.d8.loss_cls": 0.4163230285048485, "decode.d8.loss_mask": 0.5863050073385239, "decode.d8.loss_dice": 1.1156563729047775, "time": 0.5352332830429077, "memory": 7228, "step": 130100}
{"lr": 2.206705413591305e-06, "data_time": 0.009935355186462403, "grad_norm": 89.79194717407226, "loss": 19.067500257492064, "decode.loss_cls": 0.31412440952844917, "decode.loss_mask": 0.5179391890764237, "decode.loss_dice": 0.836705295741558, "decode.d0.loss_cls": 1.7907980680465698, "decode.d0.loss_mask": 0.600591117143631, "decode.d0.loss_dice": 0.9693945348262787, "decode.d1.loss_cls": 0.48669634610414503, "decode.d1.loss_mask": 0.5448798418045044, "decode.d1.loss_dice": 0.904916861653328, "decode.d2.loss_cls": 0.45539220981299877, "decode.d2.loss_mask": 0.5310152649879456, "decode.d2.loss_dice": 0.866520382463932, "decode.d3.loss_cls": 0.3398337927646935, "decode.d3.loss_mask": 0.5263532504439354, "decode.d3.loss_dice": 0.8424358338117599, "decode.d4.loss_cls": 0.36702270358800887, "decode.d4.loss_mask": 0.52229123711586, "decode.d4.loss_dice": 0.856641486287117, "decode.d5.loss_cls": 0.3450175626203418, "decode.d5.loss_mask": 0.5203398615121841, "decode.d5.loss_dice": 0.8464711889624595, "decode.d6.loss_cls": 0.33851231159642337, "decode.d6.loss_mask": 0.5214969873428345, "decode.d6.loss_dice": 0.8353484630584717, "decode.d7.loss_cls": 0.3415900295600295, "decode.d7.loss_mask": 0.5148041814565658, "decode.d7.loss_dice": 0.8559544190764428, "decode.d8.loss_cls": 0.32635681801475586, "decode.d8.loss_mask": 0.5135475039482117, "decode.d8.loss_dice": 0.8345087721943856, "time": 0.5370101213455201, "memory": 7228, "step": 130150}
{"lr": 2.2033784432243674e-06, "data_time": 0.009794402122497558, "grad_norm": 94.89808502197266, "loss": 20.62932243347168, "decode.loss_cls": 0.3933231454342604, "decode.loss_mask": 0.5314619541168213, "decode.loss_dice": 0.836100161075592, "decode.d0.loss_cls": 2.2037183165550234, "decode.d0.loss_mask": 0.6485711634159088, "decode.d0.loss_dice": 1.0350299596786499, "decode.d1.loss_cls": 0.5840996585786342, "decode.d1.loss_mask": 0.6196440786123276, "decode.d1.loss_dice": 0.989136990904808, "decode.d2.loss_cls": 0.5762596137821674, "decode.d2.loss_mask": 0.5542189925909042, "decode.d2.loss_dice": 0.8588633388280869, "decode.d3.loss_cls": 0.4927319802343845, "decode.d3.loss_mask": 0.5504451543092728, "decode.d3.loss_dice": 0.8578344494104385, "decode.d4.loss_cls": 0.45254619531333445, "decode.d4.loss_mask": 0.5460182577371597, "decode.d4.loss_dice": 0.844960743188858, "decode.d5.loss_cls": 0.42206747010350226, "decode.d5.loss_mask": 0.538070023059845, "decode.d5.loss_dice": 0.83006471991539, "decode.d6.loss_cls": 0.41605093590915204, "decode.d6.loss_mask": 0.5290292292833328, "decode.d6.loss_dice": 0.8086059361696243, "decode.d7.loss_cls": 0.40033375211060046, "decode.d7.loss_mask": 0.5292912900447846, "decode.d7.loss_dice": 0.8219137132167816, "decode.d8.loss_cls": 0.39430690333247187, "decode.d8.loss_mask": 0.5300444424152374, "decode.d8.loss_dice": 0.834579911828041, "time": 0.5882676839828491, "memory": 7283, "step": 130200}
{"lr": 2.2000509145938196e-06, "data_time": 0.009935712814331055, "grad_norm": 92.00607376098633, "loss": 19.085170698165893, "decode.loss_cls": 0.29257730282843114, "decode.loss_mask": 0.5661432266235351, "decode.loss_dice": 0.8259651899337769, "decode.d0.loss_cls": 1.8258289456367494, "decode.d0.loss_mask": 0.6753862947225571, "decode.d0.loss_dice": 0.9362790137529373, "decode.d1.loss_cls": 0.3484793841838837, "decode.d1.loss_mask": 0.6262313529849053, "decode.d1.loss_dice": 0.901865366101265, "decode.d2.loss_cls": 0.3949209086596966, "decode.d2.loss_mask": 0.6008344829082489, "decode.d2.loss_dice": 0.8443065404891967, "decode.d3.loss_cls": 0.3206499107182026, "decode.d3.loss_mask": 0.5784389078617096, "decode.d3.loss_dice": 0.845427256822586, "decode.d4.loss_cls": 0.32030117996037005, "decode.d4.loss_mask": 0.5677551090717315, "decode.d4.loss_dice": 0.8351927608251571, "decode.d5.loss_cls": 0.3291563682258129, "decode.d5.loss_mask": 0.574351117014885, "decode.d5.loss_dice": 0.8369426161050797, "decode.d6.loss_cls": 0.3042670376598835, "decode.d6.loss_mask": 0.5655637249350548, "decode.d6.loss_dice": 0.8204271644353867, "decode.d7.loss_cls": 0.3047902822494507, "decode.d7.loss_mask": 0.561383992433548, "decode.d7.loss_dice": 0.8205221056938171, "decode.d8.loss_cls": 0.25884777270257475, "decode.d8.loss_mask": 0.5691427171230317, "decode.d8.loss_dice": 0.8331933170557022, "time": 0.5331846714019776, "memory": 7206, "step": 130250}
{"lr": 2.1967228266674883e-06, "data_time": 0.009961342811584473, "grad_norm": 86.54775695800781, "loss": 16.538915157318115, "decode.loss_cls": 0.17948707118630408, "decode.loss_mask": 0.526633121073246, "decode.loss_dice": 0.7014441311359405, "decode.d0.loss_cls": 1.6959809899330138, "decode.d0.loss_mask": 0.6247768625617027, "decode.d0.loss_dice": 0.8519509375095368, "decode.d1.loss_cls": 0.3443819940090179, "decode.d1.loss_mask": 0.573910728096962, "decode.d1.loss_dice": 0.7516293406486512, "decode.d2.loss_cls": 0.29974586740136144, "decode.d2.loss_mask": 0.5426276102662086, "decode.d2.loss_dice": 0.7224944323301316, "decode.d3.loss_cls": 0.2760236095637083, "decode.d3.loss_mask": 0.5451153606176377, "decode.d3.loss_dice": 0.7083345651626587, "decode.d4.loss_cls": 0.2260135181248188, "decode.d4.loss_mask": 0.538728354871273, "decode.d4.loss_dice": 0.7182196289300918, "decode.d5.loss_cls": 0.19073269553482533, "decode.d5.loss_mask": 0.5400628805160522, "decode.d5.loss_dice": 0.7223643362522125, "decode.d6.loss_cls": 0.1767107006162405, "decode.d6.loss_mask": 0.5348216354846954, "decode.d6.loss_dice": 0.7153258472681046, "decode.d7.loss_cls": 0.1748748801648617, "decode.d7.loss_mask": 0.5333110183477402, "decode.d7.loss_dice": 0.7055208355188369, "decode.d8.loss_cls": 0.17287621647119522, "decode.d8.loss_mask": 0.5329948544502259, "decode.d8.loss_dice": 0.711821511387825, "time": 0.5339270114898682, "memory": 7225, "step": 130300}
{"lr": 2.1933941784095505e-06, "data_time": 0.009761667251586914, "grad_norm": 85.1644500732422, "loss": 28.211791610717775, "decode.loss_cls": 0.6095278181135655, "decode.loss_mask": 0.7577332019805908, "decode.loss_dice": 1.1714844226837158, "decode.d0.loss_cls": 2.524631452560425, "decode.d0.loss_mask": 0.8854676008224487, "decode.d0.loss_dice": 1.3712969243526458, "decode.d1.loss_cls": 0.9103874623775482, "decode.d1.loss_mask": 0.7600075095891953, "decode.d1.loss_dice": 1.2617228150367736, "decode.d2.loss_cls": 0.7271808624267578, "decode.d2.loss_mask": 0.7866333842277526, "decode.d2.loss_dice": 1.2441857218742371, "decode.d3.loss_cls": 0.6544028230011463, "decode.d3.loss_mask": 0.7724131882190705, "decode.d3.loss_dice": 1.196989569067955, "decode.d4.loss_cls": 0.6047740764915943, "decode.d4.loss_mask": 0.7657016456127167, "decode.d4.loss_dice": 1.1978212267160415, "decode.d5.loss_cls": 0.5183954745531082, "decode.d5.loss_mask": 0.7712146222591401, "decode.d5.loss_dice": 1.1898773819208146, "decode.d6.loss_cls": 0.5460942342877388, "decode.d6.loss_mask": 0.7529743582010269, "decode.d6.loss_dice": 1.1668221354484558, "decode.d7.loss_cls": 0.57998735755682, "decode.d7.loss_mask": 0.7692914515733719, "decode.d7.loss_dice": 1.2036511242389678, "decode.d8.loss_cls": 0.5531297743320465, "decode.d8.loss_mask": 0.7708987712860107, "decode.d8.loss_dice": 1.1870937764644622, "time": 0.535242247581482, "memory": 7245, "step": 130350}
{"lr": 2.1900649687805184e-06, "data_time": 0.009941434860229493, "grad_norm": 84.3429557800293, "loss": 20.18801555633545, "decode.loss_cls": 0.38627311289310456, "decode.loss_mask": 0.5646976560354233, "decode.loss_dice": 0.7975064605474472, "decode.d0.loss_cls": 1.9986311733722686, "decode.d0.loss_mask": 0.6165342509746552, "decode.d0.loss_dice": 0.9645904511213302, "decode.d1.loss_cls": 0.6578241780400276, "decode.d1.loss_mask": 0.597197687625885, "decode.d1.loss_dice": 0.8802608966827392, "decode.d2.loss_cls": 0.5254285909235478, "decode.d2.loss_mask": 0.5920087158679962, "decode.d2.loss_dice": 0.8755604282021523, "decode.d3.loss_cls": 0.5024741612374782, "decode.d3.loss_mask": 0.5569286674261094, "decode.d3.loss_dice": 0.7852566450834274, "decode.d4.loss_cls": 0.4314945228397846, "decode.d4.loss_mask": 0.5738002315163613, "decode.d4.loss_dice": 0.8077889919281006, "decode.d5.loss_cls": 0.4321322187781334, "decode.d5.loss_mask": 0.5680353581905365, "decode.d5.loss_dice": 0.8109149515628815, "decode.d6.loss_cls": 0.39927556812763215, "decode.d6.loss_mask": 0.5665088459849358, "decode.d6.loss_dice": 0.8008807018399239, "decode.d7.loss_cls": 0.3973623238503933, "decode.d7.loss_mask": 0.5686621546745301, "decode.d7.loss_dice": 0.7847083106637001, "decode.d8.loss_cls": 0.37209838032722475, "decode.d8.loss_mask": 0.574860067665577, "decode.d8.loss_dice": 0.7983197808265686, "time": 0.5355804920196533, "memory": 7227, "step": 130400}
{"lr": 2.1867351967372134e-06, "data_time": 0.009736895561218262, "grad_norm": 77.58471908569337, "loss": 15.914273500442505, "decode.loss_cls": 0.294825703650713, "decode.loss_mask": 0.3869210585951805, "decode.loss_dice": 0.6769298538565636, "decode.d0.loss_cls": 1.7528034329414368, "decode.d0.loss_mask": 0.43074541389942167, "decode.d0.loss_dice": 0.8003239616751671, "decode.d1.loss_cls": 0.36835486739873885, "decode.d1.loss_mask": 0.4040197774767876, "decode.d1.loss_dice": 0.7904431194067001, "decode.d2.loss_cls": 0.3830527052283287, "decode.d2.loss_mask": 0.4057304173707962, "decode.d2.loss_dice": 0.7180365636944771, "decode.d3.loss_cls": 0.37324183955788615, "decode.d3.loss_mask": 0.4027223244309425, "decode.d3.loss_dice": 0.7348557531833648, "decode.d4.loss_cls": 0.34471407495439055, "decode.d4.loss_mask": 0.39677867144346235, "decode.d4.loss_dice": 0.7117798671126365, "decode.d5.loss_cls": 0.31912334747612475, "decode.d5.loss_mask": 0.3954466477036476, "decode.d5.loss_dice": 0.7081636399030685, "decode.d6.loss_cls": 0.30187798365950586, "decode.d6.loss_mask": 0.38888636231422424, "decode.d6.loss_dice": 0.6802862241864205, "decode.d7.loss_cls": 0.31910645924508574, "decode.d7.loss_mask": 0.38443800806999207, "decode.d7.loss_dice": 0.6912643030285835, "decode.d8.loss_cls": 0.2993239786475897, "decode.d8.loss_mask": 0.3848307698965073, "decode.d8.loss_dice": 0.6652452036738395, "time": 0.5585218667984009, "memory": 7216, "step": 130450}
{"lr": 2.1834048612327514e-06, "data_time": 0.010100913047790528, "grad_norm": 81.32200736999512, "loss": 19.510425090789795, "decode.loss_cls": 0.4068989634513855, "decode.loss_mask": 0.5426731765270233, "decode.loss_dice": 0.7740180253982544, "decode.d0.loss_cls": 1.9626168251037597, "decode.d0.loss_mask": 0.6603341609239578, "decode.d0.loss_dice": 0.9495879679918289, "decode.d1.loss_cls": 0.5995146065950394, "decode.d1.loss_mask": 0.5760445564985275, "decode.d1.loss_dice": 0.8446837574243545, "decode.d2.loss_cls": 0.4702705442905426, "decode.d2.loss_mask": 0.5708254024386406, "decode.d2.loss_dice": 0.8121917992830276, "decode.d3.loss_cls": 0.4228290542960167, "decode.d3.loss_mask": 0.561293038725853, "decode.d3.loss_dice": 0.7594875350594521, "decode.d4.loss_cls": 0.36111705750226974, "decode.d4.loss_mask": 0.5650080054998398, "decode.d4.loss_dice": 0.7946747392416, "decode.d5.loss_cls": 0.37414203882217406, "decode.d5.loss_mask": 0.557022163271904, "decode.d5.loss_dice": 0.8003248751163483, "decode.d6.loss_cls": 0.39898451790213585, "decode.d6.loss_mask": 0.5447630971670151, "decode.d6.loss_dice": 0.7761081397533417, "decode.d7.loss_cls": 0.38313081935048104, "decode.d7.loss_mask": 0.5557095184922218, "decode.d7.loss_dice": 0.7940265953540802, "decode.d8.loss_cls": 0.344462214410305, "decode.d8.loss_mask": 0.5686252057552338, "decode.d8.loss_dice": 0.7790570989251137, "time": 0.5616976022720337, "memory": 7287, "step": 130500}
{"lr": 2.1800739612165224e-06, "data_time": 0.009366321563720702, "grad_norm": 97.89061737060547, "loss": 26.384082412719728, "decode.loss_cls": 0.5831528782844544, "decode.loss_mask": 0.6122362703084946, "decode.loss_dice": 1.182071715593338, "decode.d0.loss_cls": 2.2777671933174135, "decode.d0.loss_mask": 0.6483051404356956, "decode.d0.loss_dice": 1.3439217001199721, "decode.d1.loss_cls": 0.8124209716916084, "decode.d1.loss_mask": 0.6378836423158646, "decode.d1.loss_dice": 1.2637384712696076, "decode.d2.loss_cls": 0.6471086755394936, "decode.d2.loss_mask": 0.6219850361347199, "decode.d2.loss_dice": 1.2658848822116853, "decode.d3.loss_cls": 0.6070580646395684, "decode.d3.loss_mask": 0.6155401796102524, "decode.d3.loss_dice": 1.206280580163002, "decode.d4.loss_cls": 0.6147693783044815, "decode.d4.loss_mask": 0.6110419154167175, "decode.d4.loss_dice": 1.1863825410604476, "decode.d5.loss_cls": 0.6406569667160511, "decode.d5.loss_mask": 0.6061127603054046, "decode.d5.loss_dice": 1.1841322541236878, "decode.d6.loss_cls": 0.6274197846651077, "decode.d6.loss_mask": 0.6054989784955979, "decode.d6.loss_dice": 1.2050323814153672, "decode.d7.loss_cls": 0.5688708767294883, "decode.d7.loss_mask": 0.6025290250778198, "decode.d7.loss_dice": 1.1986494421958924, "decode.d8.loss_cls": 0.6260449677705765, "decode.d8.loss_mask": 0.5990027785301208, "decode.d8.loss_dice": 1.1825827896595, "time": 0.5337848663330078, "memory": 7255, "step": 130550}
{"lr": 2.176742495634169e-06, "data_time": 0.009363555908203125, "grad_norm": 94.16230239868165, "loss": 20.554554653167724, "decode.loss_cls": 0.35417719557881355, "decode.loss_mask": 0.6333523362874984, "decode.loss_dice": 0.792306050658226, "decode.d0.loss_cls": 2.013237142562866, "decode.d0.loss_mask": 0.715303361415863, "decode.d0.loss_dice": 0.9972781002521515, "decode.d1.loss_cls": 0.49060372114181516, "decode.d1.loss_mask": 0.6773906022310257, "decode.d1.loss_dice": 0.9030385851860047, "decode.d2.loss_cls": 0.452576844394207, "decode.d2.loss_mask": 0.6587001800537109, "decode.d2.loss_dice": 0.855431079864502, "decode.d3.loss_cls": 0.4153498537838459, "decode.d3.loss_mask": 0.659569862484932, "decode.d3.loss_dice": 0.8003449440002441, "decode.d4.loss_cls": 0.3716475911438465, "decode.d4.loss_mask": 0.6568053215742111, "decode.d4.loss_dice": 0.8151479959487915, "decode.d5.loss_cls": 0.3867883175611496, "decode.d5.loss_mask": 0.6436596393585206, "decode.d5.loss_dice": 0.8247011244297028, "decode.d6.loss_cls": 0.36850023865699766, "decode.d6.loss_mask": 0.6369097054004669, "decode.d6.loss_dice": 0.8148987054824829, "decode.d7.loss_cls": 0.3699851132929325, "decode.d7.loss_mask": 0.6295575320720672, "decode.d7.loss_dice": 0.7989524573087692, "decode.d8.loss_cls": 0.3894425116479397, "decode.d8.loss_mask": 0.6360832244157791, "decode.d8.loss_dice": 0.7928157448768616, "time": 0.5331578254699707, "memory": 7304, "step": 130600}
{"lr": 2.1734104634275684e-06, "data_time": 0.009408521652221679, "grad_norm": 91.8233512878418, "loss": 26.826687145233155, "decode.loss_cls": 0.5239654615521431, "decode.loss_mask": 0.7524021804332733, "decode.loss_dice": 1.1395684897899627, "decode.d0.loss_cls": 2.1734045505523683, "decode.d0.loss_mask": 0.8097335010766983, "decode.d0.loss_dice": 1.3498287737369536, "decode.d1.loss_cls": 0.7214916989207267, "decode.d1.loss_mask": 0.7779168009757995, "decode.d1.loss_dice": 1.250180259346962, "decode.d2.loss_cls": 0.6276992499828339, "decode.d2.loss_mask": 0.7780552268028259, "decode.d2.loss_dice": 1.1887695491313934, "decode.d3.loss_cls": 0.5561210826039314, "decode.d3.loss_mask": 0.798956036567688, "decode.d3.loss_dice": 1.1643985718488694, "decode.d4.loss_cls": 0.5594488009810448, "decode.d4.loss_mask": 0.8020933151245118, "decode.d4.loss_dice": 1.1422160923480988, "decode.d5.loss_cls": 0.5135996013879776, "decode.d5.loss_mask": 0.7983137398958207, "decode.d5.loss_dice": 1.1486145198345183, "decode.d6.loss_cls": 0.5096506223082542, "decode.d6.loss_mask": 0.7686022400856019, "decode.d6.loss_dice": 1.166029727458954, "decode.d7.loss_cls": 0.4639501810073853, "decode.d7.loss_mask": 0.7729924499988556, "decode.d7.loss_dice": 1.1520397782325744, "decode.d8.loss_cls": 0.5009876519441605, "decode.d8.loss_mask": 0.7713454186916351, "decode.d8.loss_dice": 1.1443107843399047, "time": 0.537117314338684, "memory": 7236, "step": 130650}
{"lr": 2.1700778635348145e-06, "data_time": 0.009256982803344726, "grad_norm": 88.34850692749023, "loss": 21.994132041931152, "decode.loss_cls": 0.35956542417407034, "decode.loss_mask": 0.6632401511073113, "decode.loss_dice": 0.9051462262868881, "decode.d0.loss_cls": 2.060946321487427, "decode.d0.loss_mask": 0.755808025598526, "decode.d0.loss_dice": 1.0824091255664825, "decode.d1.loss_cls": 0.4780679687857628, "decode.d1.loss_mask": 0.7031231492757797, "decode.d1.loss_dice": 1.0189594089984895, "decode.d2.loss_cls": 0.4356930762529373, "decode.d2.loss_mask": 0.6810741692781448, "decode.d2.loss_dice": 0.9960545808076858, "decode.d3.loss_cls": 0.34816777631640433, "decode.d3.loss_mask": 0.6930430173873902, "decode.d3.loss_dice": 0.970983213186264, "decode.d4.loss_cls": 0.39122104533016683, "decode.d4.loss_mask": 0.6781165167689324, "decode.d4.loss_dice": 0.9568552583456039, "decode.d5.loss_cls": 0.3310807138681412, "decode.d5.loss_mask": 0.6785783216357231, "decode.d5.loss_dice": 0.9597826391458512, "decode.d6.loss_cls": 0.34016477391123773, "decode.d6.loss_mask": 0.6714458033442497, "decode.d6.loss_dice": 0.9434163868427277, "decode.d7.loss_cls": 0.35869787596166136, "decode.d7.loss_mask": 0.6727722778916359, "decode.d7.loss_dice": 0.930256849527359, "decode.d8.loss_cls": 0.35930315852165223, "decode.d8.loss_mask": 0.6621969521045685, "decode.d8.loss_dice": 0.9079624354839325, "time": 0.5361655712127685, "memory": 7180, "step": 130700}
{"lr": 2.166744694890189e-06, "data_time": 0.009486699104309082, "grad_norm": 111.11645889282227, "loss": 22.171200561523438, "decode.loss_cls": 0.40400823056697843, "decode.loss_mask": 0.5643498793244361, "decode.loss_dice": 0.9645382046699524, "decode.d0.loss_cls": 1.9488544940948487, "decode.d0.loss_mask": 0.5895556539297104, "decode.d0.loss_dice": 1.1093786120414735, "decode.d1.loss_cls": 0.6680803075432777, "decode.d1.loss_mask": 0.5936704635620117, "decode.d1.loss_dice": 1.048978540301323, "decode.d2.loss_cls": 0.5152334973216057, "decode.d2.loss_mask": 0.5918784871697426, "decode.d2.loss_dice": 0.9932383358478546, "decode.d3.loss_cls": 0.43469199910759926, "decode.d3.loss_mask": 0.5598110377788543, "decode.d3.loss_dice": 1.0121293514966965, "decode.d4.loss_cls": 0.4742158316075802, "decode.d4.loss_mask": 0.5958101570606231, "decode.d4.loss_dice": 1.0065426707267762, "decode.d5.loss_cls": 0.47110077291727065, "decode.d5.loss_mask": 0.5852291479706764, "decode.d5.loss_dice": 1.010342001914978, "decode.d6.loss_cls": 0.4457727141678333, "decode.d6.loss_mask": 0.5971137195825577, "decode.d6.loss_dice": 0.9998394310474396, "decode.d7.loss_cls": 0.3954210102558136, "decode.d7.loss_mask": 0.5786957949399948, "decode.d7.loss_dice": 0.991793555021286, "decode.d8.loss_cls": 0.4796538859605789, "decode.d8.loss_mask": 0.5661631926894188, "decode.d8.loss_dice": 0.9751100212335586, "time": 0.5874778985977173, "memory": 7242, "step": 130750}
{"lr": 2.163410956424152e-06, "data_time": 0.0093170166015625, "grad_norm": 93.8720718383789, "loss": 21.935346031188963, "decode.loss_cls": 0.4533827181905508, "decode.loss_mask": 0.6410329729318619, "decode.loss_dice": 0.801864743232727, "decode.d0.loss_cls": 2.0283525943756104, "decode.d0.loss_mask": 0.7586729109287262, "decode.d0.loss_dice": 1.1100557535886764, "decode.d1.loss_cls": 0.6047293737530708, "decode.d1.loss_mask": 0.6794784516096115, "decode.d1.loss_dice": 0.9470716893672944, "decode.d2.loss_cls": 0.534433813393116, "decode.d2.loss_mask": 0.6687131196260452, "decode.d2.loss_dice": 0.8991651713848114, "decode.d3.loss_cls": 0.5022590905427933, "decode.d3.loss_mask": 0.6506513088941575, "decode.d3.loss_dice": 0.8479825317859649, "decode.d4.loss_cls": 0.5227933667600155, "decode.d4.loss_mask": 0.6492285192012787, "decode.d4.loss_dice": 0.8766508758068084, "decode.d5.loss_cls": 0.4588280588388443, "decode.d5.loss_mask": 0.6481637746095658, "decode.d5.loss_dice": 0.8278340071439743, "decode.d6.loss_cls": 0.4956808049231768, "decode.d6.loss_mask": 0.6425807625055313, "decode.d6.loss_dice": 0.8232000529766083, "decode.d7.loss_cls": 0.46876475475728513, "decode.d7.loss_mask": 0.6427022486925125, "decode.d7.loss_dice": 0.8224481403827667, "decode.d8.loss_cls": 0.4723008781671524, "decode.d8.loss_mask": 0.646467211842537, "decode.d8.loss_dice": 0.8098565936088562, "time": 0.536614203453064, "memory": 7256, "step": 130800}
{"lr": 2.1600766470633208e-06, "data_time": 0.009338903427124023, "grad_norm": 86.44069557189941, "loss": 19.08313055038452, "decode.loss_cls": 0.29404434449970723, "decode.loss_mask": 0.4907044440507889, "decode.loss_dice": 0.8155131757259368, "decode.d0.loss_cls": 2.0737353920936585, "decode.d0.loss_mask": 0.5216375023126603, "decode.d0.loss_dice": 0.9964518070220947, "decode.d1.loss_cls": 0.630323531664908, "decode.d1.loss_mask": 0.4988566696643829, "decode.d1.loss_dice": 0.9492506563663483, "decode.d2.loss_cls": 0.41678973864763974, "decode.d2.loss_mask": 0.514101767539978, "decode.d2.loss_dice": 0.8751981079578399, "decode.d3.loss_cls": 0.39178438698872925, "decode.d3.loss_mask": 0.5043538898229599, "decode.d3.loss_dice": 0.8176851123571396, "decode.d4.loss_cls": 0.368763642758131, "decode.d4.loss_mask": 0.49013146162033083, "decode.d4.loss_dice": 0.8329348564147949, "decode.d5.loss_cls": 0.37760874796658755, "decode.d5.loss_mask": 0.48564349114894867, "decode.d5.loss_dice": 0.8400984704494476, "decode.d6.loss_cls": 0.3187934644520283, "decode.d6.loss_mask": 0.4906159698963165, "decode.d6.loss_dice": 0.8371102482080459, "decode.d7.loss_cls": 0.30095089264214037, "decode.d7.loss_mask": 0.4906148582696915, "decode.d7.loss_dice": 0.8268828809261322, "decode.d8.loss_cls": 0.29392905011773107, "decode.d8.loss_mask": 0.488824662566185, "decode.d8.loss_dice": 0.8497977167367935, "time": 0.5603890895843506, "memory": 7260, "step": 130850}
{"lr": 2.156741765730436e-06, "data_time": 0.009509921073913574, "grad_norm": 83.58302307128906, "loss": 15.114092016220093, "decode.loss_cls": 0.2470268838107586, "decode.loss_mask": 0.36548657566308973, "decode.loss_dice": 0.6379725843667984, "decode.d0.loss_cls": 1.7655890107154846, "decode.d0.loss_mask": 0.3831087097525597, "decode.d0.loss_dice": 0.7673301339149475, "decode.d1.loss_cls": 0.5296126618981362, "decode.d1.loss_mask": 0.38187467157840727, "decode.d1.loss_dice": 0.69415163397789, "decode.d2.loss_cls": 0.4217624396085739, "decode.d2.loss_mask": 0.3791968286037445, "decode.d2.loss_dice": 0.6843166947364807, "decode.d3.loss_cls": 0.3480951726436615, "decode.d3.loss_mask": 0.3788086578249931, "decode.d3.loss_dice": 0.6565157681703567, "decode.d4.loss_cls": 0.2845031186938286, "decode.d4.loss_mask": 0.37649122178554534, "decode.d4.loss_dice": 0.6572918325662613, "decode.d5.loss_cls": 0.2749732308089733, "decode.d5.loss_mask": 0.37291504591703417, "decode.d5.loss_dice": 0.677165687084198, "decode.d6.loss_cls": 0.30372591912746427, "decode.d6.loss_mask": 0.3670909032225609, "decode.d6.loss_dice": 0.633466899394989, "decode.d7.loss_cls": 0.23813177645206451, "decode.d7.loss_mask": 0.368084280192852, "decode.d7.loss_dice": 0.6644278824329376, "decode.d8.loss_cls": 0.2322217755019665, "decode.d8.loss_mask": 0.37225319296121595, "decode.d8.loss_dice": 0.6505008846521377, "time": 0.5342480182647705, "memory": 7242, "step": 130900}
{"lr": 2.153406311344362e-06, "data_time": 0.009419775009155274, "grad_norm": 94.05774002075195, "loss": 24.523840713500977, "decode.loss_cls": 0.4699685968458652, "decode.loss_mask": 0.6429233133792878, "decode.loss_dice": 1.0689841121435166, "decode.d0.loss_cls": 2.128705620765686, "decode.d0.loss_mask": 0.7105835855007172, "decode.d0.loss_dice": 1.246516615152359, "decode.d1.loss_cls": 0.7547154381871224, "decode.d1.loss_mask": 0.6289247959852219, "decode.d1.loss_dice": 1.154068750143051, "decode.d2.loss_cls": 0.6571786046028137, "decode.d2.loss_mask": 0.625129696726799, "decode.d2.loss_dice": 1.1603432446718216, "decode.d3.loss_cls": 0.4940664768218994, "decode.d3.loss_mask": 0.6411820113658905, "decode.d3.loss_dice": 1.103234452009201, "decode.d4.loss_cls": 0.48843296319246293, "decode.d4.loss_mask": 0.6328359812498092, "decode.d4.loss_dice": 1.1060874909162521, "decode.d5.loss_cls": 0.48633651360869407, "decode.d5.loss_mask": 0.6337250769138336, "decode.d5.loss_dice": 1.106136366724968, "decode.d6.loss_cls": 0.47798028588294983, "decode.d6.loss_mask": 0.6332028448581696, "decode.d6.loss_dice": 1.094486927986145, "decode.d7.loss_cls": 0.46741602942347527, "decode.d7.loss_mask": 0.62629833817482, "decode.d7.loss_dice": 1.0807635545730592, "decode.d8.loss_cls": 0.4585414193570614, "decode.d8.loss_mask": 0.6300450682640075, "decode.d8.loss_dice": 1.1150260522961617, "time": 0.5626793384552002, "memory": 7205, "step": 130950}
{"lr": 2.1500702828200464e-06, "data_time": 0.009363436698913574, "grad_norm": 88.02946624755859, "loss": 19.738829135894775, "decode.loss_cls": 0.34186854809522627, "decode.loss_mask": 0.5155092686414718, "decode.loss_dice": 0.8378124535083771, "decode.d0.loss_cls": 1.9744136929512024, "decode.d0.loss_mask": 0.5797776192426681, "decode.d0.loss_dice": 0.9584902644157409, "decode.d1.loss_cls": 0.5522579580545426, "decode.d1.loss_mask": 0.5898775339126587, "decode.d1.loss_dice": 0.8855432897806168, "decode.d2.loss_cls": 0.5692666232585907, "decode.d2.loss_mask": 0.529784443974495, "decode.d2.loss_dice": 0.8807743668556214, "decode.d3.loss_cls": 0.4851392835378647, "decode.d3.loss_mask": 0.5166729390621185, "decode.d3.loss_dice": 0.8249693989753724, "decode.d4.loss_cls": 0.423377987742424, "decode.d4.loss_mask": 0.5153192192316055, "decode.d4.loss_dice": 0.8355100929737092, "decode.d5.loss_cls": 0.4146815657615662, "decode.d5.loss_mask": 0.5084885120391845, "decode.d5.loss_dice": 0.8466791242361069, "decode.d6.loss_cls": 0.3542576402425766, "decode.d6.loss_mask": 0.5383100122213363, "decode.d6.loss_dice": 0.8374778598546981, "decode.d7.loss_cls": 0.345890586078167, "decode.d7.loss_mask": 0.5096220821142197, "decode.d7.loss_dice": 0.8390410870313645, "decode.d8.loss_cls": 0.34671041518449786, "decode.d8.loss_mask": 0.5169472366571426, "decode.d8.loss_dice": 0.8643575072288513, "time": 0.534332537651062, "memory": 7180, "step": 131000}
{"lr": 2.1467336790685127e-06, "data_time": 0.00916893482208252, "grad_norm": 84.23099250793457, "loss": 17.98994674682617, "decode.loss_cls": 0.2888995103538036, "decode.loss_mask": 0.552264267206192, "decode.loss_dice": 0.7301339387893677, "decode.d0.loss_cls": 1.9420275568962098, "decode.d0.loss_mask": 0.6234575539827347, "decode.d0.loss_dice": 0.9318133264780044, "decode.d1.loss_cls": 0.4973247319459915, "decode.d1.loss_mask": 0.5663549199700355, "decode.d1.loss_dice": 0.8208893924951554, "decode.d2.loss_cls": 0.35711813122034075, "decode.d2.loss_mask": 0.5548076838254928, "decode.d2.loss_dice": 0.7809722036123276, "decode.d3.loss_cls": 0.306655890494585, "decode.d3.loss_mask": 0.5385279342532158, "decode.d3.loss_dice": 0.7516688227653503, "decode.d4.loss_cls": 0.2672932162880898, "decode.d4.loss_mask": 0.5273095369338989, "decode.d4.loss_dice": 0.7389541119337082, "decode.d5.loss_cls": 0.28679751679301263, "decode.d5.loss_mask": 0.5297442674636841, "decode.d5.loss_dice": 0.7451060861349106, "decode.d6.loss_cls": 0.2858158081769943, "decode.d6.loss_mask": 0.5355843111872673, "decode.d6.loss_dice": 0.7418000727891922, "decode.d7.loss_cls": 0.2725311130285263, "decode.d7.loss_mask": 0.5344367861747742, "decode.d7.loss_dice": 0.7378676682710648, "decode.d8.loss_cls": 0.27038284912705424, "decode.d8.loss_mask": 0.5312865197658538, "decode.d8.loss_dice": 0.7421216547489167, "time": 0.5330670595169067, "memory": 7208, "step": 131050}
{"lr": 2.1433964989968315e-06, "data_time": 0.00937967300415039, "grad_norm": 80.23105239868164, "loss": 21.54333715438843, "decode.loss_cls": 0.38930593281984327, "decode.loss_mask": 0.5845609426498413, "decode.loss_dice": 0.8913409605622291, "decode.d0.loss_cls": 2.0011887729167936, "decode.d0.loss_mask": 0.7139832481741906, "decode.d0.loss_dice": 1.0912747085094452, "decode.d1.loss_cls": 0.6885372087359428, "decode.d1.loss_mask": 0.6076865166425705, "decode.d1.loss_dice": 0.9682003900408744, "decode.d2.loss_cls": 0.5077378027141094, "decode.d2.loss_mask": 0.607698392868042, "decode.d2.loss_dice": 0.9691141232848167, "decode.d3.loss_cls": 0.49752437993884085, "decode.d3.loss_mask": 0.5885115936398506, "decode.d3.loss_dice": 0.9034890532493591, "decode.d4.loss_cls": 0.4649271786212921, "decode.d4.loss_mask": 0.5891810238361359, "decode.d4.loss_dice": 0.9226074412465095, "decode.d5.loss_cls": 0.4212679646909237, "decode.d5.loss_mask": 0.5876640498638153, "decode.d5.loss_dice": 0.9149002581834793, "decode.d6.loss_cls": 0.40591162964701655, "decode.d6.loss_mask": 0.5868690878152847, "decode.d6.loss_dice": 0.8946759015321731, "decode.d7.loss_cls": 0.40694860443472863, "decode.d7.loss_mask": 0.5795043364167214, "decode.d7.loss_dice": 0.8961320862174034, "decode.d8.loss_cls": 0.40069694742560386, "decode.d8.loss_mask": 0.5824153363704682, "decode.d8.loss_dice": 0.879482801258564, "time": 0.5323421478271484, "memory": 7233, "step": 131100}
{"lr": 2.1400587415081048e-06, "data_time": 0.009452199935913086, "grad_norm": 86.14242935180664, "loss": 19.86180763244629, "decode.loss_cls": 0.3289284575730562, "decode.loss_mask": 0.5548679262399674, "decode.loss_dice": 0.7969882160425186, "decode.d0.loss_cls": 2.1154165983200075, "decode.d0.loss_mask": 0.6123611718416214, "decode.d0.loss_dice": 0.9543202996253968, "decode.d1.loss_cls": 0.5701428711414337, "decode.d1.loss_mask": 0.6038054525852203, "decode.d1.loss_dice": 0.8741475045681, "decode.d2.loss_cls": 0.5221165835857391, "decode.d2.loss_mask": 0.576202055811882, "decode.d2.loss_dice": 0.8243524998426437, "decode.d3.loss_cls": 0.43328218907117844, "decode.d3.loss_mask": 0.5736896097660065, "decode.d3.loss_dice": 0.8103052407503128, "decode.d4.loss_cls": 0.4141859315335751, "decode.d4.loss_mask": 0.5737813264131546, "decode.d4.loss_dice": 0.8127677410840988, "decode.d5.loss_cls": 0.35921251177787783, "decode.d5.loss_mask": 0.5733097732067108, "decode.d5.loss_dice": 0.8188584268093109, "decode.d6.loss_cls": 0.39043214693665507, "decode.d6.loss_mask": 0.5672590494155884, "decode.d6.loss_dice": 0.7886434704065323, "decode.d7.loss_cls": 0.35329786241054534, "decode.d7.loss_mask": 0.5632328003644943, "decode.d7.loss_dice": 0.7946243673563004, "decode.d8.loss_cls": 0.34284821823239325, "decode.d8.loss_mask": 0.5623485028743744, "decode.d8.loss_dice": 0.7960795879364013, "time": 0.5335336446762085, "memory": 7187, "step": 131150}
{"lr": 2.1367204055014423e-06, "data_time": 0.009224414825439453, "grad_norm": 82.64910316467285, "loss": 18.95701398849487, "decode.loss_cls": 0.30129704251885414, "decode.loss_mask": 0.57959793061018, "decode.loss_dice": 0.7596362084150314, "decode.d0.loss_cls": 1.7932021081447602, "decode.d0.loss_mask": 0.684984228014946, "decode.d0.loss_dice": 0.8988413691520691, "decode.d1.loss_cls": 0.48606110364198685, "decode.d1.loss_mask": 0.6227173149585724, "decode.d1.loss_dice": 0.8152938216924668, "decode.d2.loss_cls": 0.41632382571697235, "decode.d2.loss_mask": 0.6062577426433563, "decode.d2.loss_dice": 0.8112558484077453, "decode.d3.loss_cls": 0.40296953171491623, "decode.d3.loss_mask": 0.5888424277305603, "decode.d3.loss_dice": 0.7739865899085998, "decode.d4.loss_cls": 0.38864060640335085, "decode.d4.loss_mask": 0.5892722696065903, "decode.d4.loss_dice": 0.7730908155441284, "decode.d5.loss_cls": 0.38406211957335473, "decode.d5.loss_mask": 0.5646303176879883, "decode.d5.loss_dice": 0.7432487875223159, "decode.d6.loss_cls": 0.2870247460901737, "decode.d6.loss_mask": 0.6037844941020012, "decode.d6.loss_dice": 0.7626791030168534, "decode.d7.loss_cls": 0.306962589174509, "decode.d7.loss_mask": 0.5988593205809594, "decode.d7.loss_dice": 0.7635953366756439, "decode.d8.loss_cls": 0.3020515516400337, "decode.d8.loss_mask": 0.590035593509674, "decode.d8.loss_dice": 0.7578098505735398, "time": 0.5347827911376953, "memory": 7147, "step": 131200}
{"lr": 2.13338148987194e-06, "data_time": 0.009481239318847656, "grad_norm": 81.84091644287109, "loss": 21.54649133682251, "decode.loss_cls": 0.3706222090870142, "decode.loss_mask": 0.6336304008960724, "decode.loss_dice": 0.8856685400009155, "decode.d0.loss_cls": 1.9427554845809936, "decode.d0.loss_mask": 0.7341643214225769, "decode.d0.loss_dice": 1.0961377561092376, "decode.d1.loss_cls": 0.48131579607725145, "decode.d1.loss_mask": 0.6993648856878281, "decode.d1.loss_dice": 0.9779096066951751, "decode.d2.loss_cls": 0.4008613914251328, "decode.d2.loss_mask": 0.6863463640213012, "decode.d2.loss_dice": 0.9530982404947281, "decode.d3.loss_cls": 0.3574270408600569, "decode.d3.loss_mask": 0.6789497077465058, "decode.d3.loss_dice": 0.9519764304161071, "decode.d4.loss_cls": 0.3600786827504635, "decode.d4.loss_mask": 0.6750063359737396, "decode.d4.loss_dice": 0.9538837760686875, "decode.d5.loss_cls": 0.36377783939242364, "decode.d5.loss_mask": 0.6572350174188614, "decode.d5.loss_dice": 0.9292595148086548, "decode.d6.loss_cls": 0.3722850948572159, "decode.d6.loss_mask": 0.6327856555581093, "decode.d6.loss_dice": 0.8977342993021011, "decode.d7.loss_cls": 0.4139669567346573, "decode.d7.loss_mask": 0.6132837459445, "decode.d7.loss_dice": 0.9097947806119919, "decode.d8.loss_cls": 0.38821948803961276, "decode.d8.loss_mask": 0.629793681204319, "decode.d8.loss_dice": 0.8991592049598693, "time": 0.5346098661422729, "memory": 7227, "step": 131250}
{"lr": 2.130041993510653e-06, "data_time": 0.009547710418701172, "grad_norm": 84.47966613769532, "loss": 20.789066505432128, "decode.loss_cls": 0.4027649860829115, "decode.loss_mask": 0.6303074419498443, "decode.loss_dice": 0.7912777245044709, "decode.d0.loss_cls": 1.9064205884933472, "decode.d0.loss_mask": 0.6816727459430695, "decode.d0.loss_dice": 0.959582969546318, "decode.d1.loss_cls": 0.5413138896226883, "decode.d1.loss_mask": 0.6614925548434257, "decode.d1.loss_dice": 0.8596272110939026, "decode.d2.loss_cls": 0.4830548532307148, "decode.d2.loss_mask": 0.6573394715785981, "decode.d2.loss_dice": 0.8990689516067505, "decode.d3.loss_cls": 0.4875083327293396, "decode.d3.loss_mask": 0.6188912495970726, "decode.d3.loss_dice": 0.8214172303676606, "decode.d4.loss_cls": 0.509951139613986, "decode.d4.loss_mask": 0.6310035482048988, "decode.d4.loss_dice": 0.8379471063613891, "decode.d5.loss_cls": 0.46149980910122396, "decode.d5.loss_mask": 0.6121938034892083, "decode.d5.loss_dice": 0.8214073598384857, "decode.d6.loss_cls": 0.4415694002062082, "decode.d6.loss_mask": 0.606753271818161, "decode.d6.loss_dice": 0.7815846502780914, "decode.d7.loss_cls": 0.47915808521211145, "decode.d7.loss_mask": 0.6017212420701981, "decode.d7.loss_dice": 0.8118889451026916, "decode.d8.loss_cls": 0.4138943336904049, "decode.d8.loss_mask": 0.5978305608034133, "decode.d8.loss_dice": 0.7789236217737198, "time": 0.562537407875061, "memory": 7179, "step": 131300}
{"lr": 2.1267019153045835e-06, "data_time": 0.009258747100830078, "grad_norm": 97.56135406494141, "loss": 24.130419635772704, "decode.loss_cls": 0.4981188729405403, "decode.loss_mask": 0.6500060141086579, "decode.loss_dice": 0.9661295115947723, "decode.d0.loss_cls": 2.4245378255844114, "decode.d0.loss_mask": 0.7255018085241318, "decode.d0.loss_dice": 1.1347565829753876, "decode.d1.loss_cls": 0.6962954998016357, "decode.d1.loss_mask": 0.723806968331337, "decode.d1.loss_dice": 1.0888614892959594, "decode.d2.loss_cls": 0.5797318339347839, "decode.d2.loss_mask": 0.7088004395365715, "decode.d2.loss_dice": 1.0229328572750092, "decode.d3.loss_cls": 0.5568534068763256, "decode.d3.loss_mask": 0.666109311580658, "decode.d3.loss_dice": 0.9822322785854339, "decode.d4.loss_cls": 0.48729499578475954, "decode.d4.loss_mask": 0.6686698138713837, "decode.d4.loss_dice": 0.9850921750068664, "decode.d5.loss_cls": 0.5149176277220249, "decode.d5.loss_mask": 0.6569528833031655, "decode.d5.loss_dice": 0.9680321395397187, "decode.d6.loss_cls": 0.5550504051148891, "decode.d6.loss_mask": 0.6401400521397591, "decode.d6.loss_dice": 0.9637101173400879, "decode.d7.loss_cls": 0.5715218000113964, "decode.d7.loss_mask": 0.6400038227438927, "decode.d7.loss_dice": 0.9507558017969131, "decode.d8.loss_cls": 0.4939826883375645, "decode.d8.loss_mask": 0.6383871227502823, "decode.d8.loss_dice": 0.9712330609560013, "time": 0.564843225479126, "memory": 7204, "step": 131350}
{"lr": 2.1233612541366545e-06, "data_time": 0.009653472900390625, "grad_norm": 86.77248039245606, "loss": 19.30808801651001, "decode.loss_cls": 0.3256321970373392, "decode.loss_mask": 0.5241295725107193, "decode.loss_dice": 0.7895836800336837, "decode.d0.loss_cls": 2.093870222568512, "decode.d0.loss_mask": 0.6218658179044724, "decode.d0.loss_dice": 0.9926803052425385, "decode.d1.loss_cls": 0.4773662708699703, "decode.d1.loss_mask": 0.5524712771177291, "decode.d1.loss_dice": 0.8731500208377838, "decode.d2.loss_cls": 0.4844366192817688, "decode.d2.loss_mask": 0.5386149704456329, "decode.d2.loss_dice": 0.8350277990102768, "decode.d3.loss_cls": 0.415802988409996, "decode.d3.loss_mask": 0.5474123418331146, "decode.d3.loss_dice": 0.8078841686248779, "decode.d4.loss_cls": 0.36367601305246355, "decode.d4.loss_mask": 0.5460364758968353, "decode.d4.loss_dice": 0.8279497236013412, "decode.d5.loss_cls": 0.3497514583170414, "decode.d5.loss_mask": 0.5337848961353302, "decode.d5.loss_dice": 0.8132198512554168, "decode.d6.loss_cls": 0.36033980920910835, "decode.d6.loss_mask": 0.5260689049959183, "decode.d6.loss_dice": 0.79263656437397, "decode.d7.loss_cls": 0.3074177637696266, "decode.d7.loss_mask": 0.5238582164049148, "decode.d7.loss_dice": 0.8057716935873032, "decode.d8.loss_cls": 0.34529389813542366, "decode.d8.loss_mask": 0.5223393559455871, "decode.d8.loss_dice": 0.8100154221057891, "time": 0.5590620279312134, "memory": 7234, "step": 131400}
{"lr": 2.120020008885685e-06, "data_time": 0.00946481227874756, "grad_norm": 99.36674079895019, "loss": 21.884676933288574, "decode.loss_cls": 0.39484192058444023, "decode.loss_mask": 0.6351147651672363, "decode.loss_dice": 0.909036186337471, "decode.d0.loss_cls": 1.7516705989837646, "decode.d0.loss_mask": 0.7075068995356559, "decode.d0.loss_dice": 1.0988417327404023, "decode.d1.loss_cls": 0.5167332760989666, "decode.d1.loss_mask": 0.6846926361322403, "decode.d1.loss_dice": 0.9940576881170273, "decode.d2.loss_cls": 0.4475389666855335, "decode.d2.loss_mask": 0.6640636503696442, "decode.d2.loss_dice": 0.9630099833011627, "decode.d3.loss_cls": 0.5107379108667374, "decode.d3.loss_mask": 0.6639527559280396, "decode.d3.loss_dice": 0.9551117032766342, "decode.d4.loss_cls": 0.4137732245028019, "decode.d4.loss_mask": 0.6642525732517243, "decode.d4.loss_dice": 0.9197661578655243, "decode.d5.loss_cls": 0.4570200502872467, "decode.d5.loss_mask": 0.6523563981056213, "decode.d5.loss_dice": 0.9225330203771591, "decode.d6.loss_cls": 0.5027296021580696, "decode.d6.loss_mask": 0.638085450232029, "decode.d6.loss_dice": 0.9069426685571671, "decode.d7.loss_cls": 0.4414527416229248, "decode.d7.loss_mask": 0.6479731291532517, "decode.d7.loss_dice": 0.9033805549144744, "decode.d8.loss_cls": 0.37907558381557466, "decode.d8.loss_mask": 0.6468354105949402, "decode.d8.loss_dice": 0.8915895730257034, "time": 0.5356238126754761, "memory": 7196, "step": 131450}
{"lr": 2.1166781784263733e-06, "data_time": 0.009293913841247559, "grad_norm": 86.2392677307129, "loss": 17.709904193878174, "decode.loss_cls": 0.34134031981229784, "decode.loss_mask": 0.4720549866557121, "decode.loss_dice": 0.7376234024763108, "decode.d0.loss_cls": 1.8837034165859223, "decode.d0.loss_mask": 0.49108704924583435, "decode.d0.loss_dice": 0.8557790994644165, "decode.d1.loss_cls": 0.552854411303997, "decode.d1.loss_mask": 0.4714826539158821, "decode.d1.loss_dice": 0.8119924753904343, "decode.d2.loss_cls": 0.3943688474595547, "decode.d2.loss_mask": 0.4552863448858261, "decode.d2.loss_dice": 0.7894280970096588, "decode.d3.loss_cls": 0.35490797534585, "decode.d3.loss_mask": 0.4610832080245018, "decode.d3.loss_dice": 0.7823326855897903, "decode.d4.loss_cls": 0.37779171615839, "decode.d4.loss_mask": 0.4629641905426979, "decode.d4.loss_dice": 0.7572744965553284, "decode.d5.loss_cls": 0.3616376131772995, "decode.d5.loss_mask": 0.4704844102263451, "decode.d5.loss_dice": 0.7653213083744049, "decode.d6.loss_cls": 0.32426962777972224, "decode.d6.loss_mask": 0.46955273151397703, "decode.d6.loss_dice": 0.7533025667071342, "decode.d7.loss_cls": 0.321377269923687, "decode.d7.loss_mask": 0.46690936386585236, "decode.d7.loss_dice": 0.7515819847583771, "decode.d8.loss_cls": 0.3679515890777111, "decode.d8.loss_mask": 0.45051329433917997, "decode.d8.loss_dice": 0.753647318482399, "time": 0.5370858907699585, "memory": 7215, "step": 131500}
{"lr": 2.1133357616292677e-06, "data_time": 0.009311389923095704, "grad_norm": 91.67678871154786, "loss": 21.662415027618408, "decode.loss_cls": 0.4427433654665947, "decode.loss_mask": 0.6046528309583664, "decode.loss_dice": 0.8649600237607956, "decode.d0.loss_cls": 2.0425852656364443, "decode.d0.loss_mask": 0.6579002559185028, "decode.d0.loss_dice": 1.0468281745910644, "decode.d1.loss_cls": 0.5623635619878768, "decode.d1.loss_mask": 0.6473195552825928, "decode.d1.loss_dice": 0.9543772757053375, "decode.d2.loss_cls": 0.5162432968616486, "decode.d2.loss_mask": 0.6140799030661583, "decode.d2.loss_dice": 0.9138439744710922, "decode.d3.loss_cls": 0.5169239953160286, "decode.d3.loss_mask": 0.6004415884613991, "decode.d3.loss_dice": 0.8793032824993133, "decode.d4.loss_cls": 0.5022268190979957, "decode.d4.loss_mask": 0.5930003851652146, "decode.d4.loss_dice": 0.9119835644960403, "decode.d5.loss_cls": 0.5248194977641105, "decode.d5.loss_mask": 0.5818378522992134, "decode.d5.loss_dice": 0.8934913754463196, "decode.d6.loss_cls": 0.46228507459163665, "decode.d6.loss_mask": 0.5961633890867233, "decode.d6.loss_dice": 0.8723139435052871, "decode.d7.loss_cls": 0.4474848940968513, "decode.d7.loss_mask": 0.6220855116844177, "decode.d7.loss_dice": 0.8581053406000138, "decode.d8.loss_cls": 0.4699303522706032, "decode.d8.loss_mask": 0.5980364546179772, "decode.d8.loss_dice": 0.8640841543674469, "time": 0.5346977949142456, "memory": 7298, "step": 131550}
{"lr": 2.1099927573607513e-06, "data_time": 0.009501338005065918, "grad_norm": 97.39474716186524, "loss": 20.486088275909424, "decode.loss_cls": 0.4325663819909096, "decode.loss_mask": 0.5403507739305496, "decode.loss_dice": 0.8257508873939514, "decode.d0.loss_cls": 1.8688367366790772, "decode.d0.loss_mask": 0.670850145816803, "decode.d0.loss_dice": 1.0045390009880066, "decode.d1.loss_cls": 0.5339300960302353, "decode.d1.loss_mask": 0.6286463886499405, "decode.d1.loss_dice": 0.9148893505334854, "decode.d2.loss_cls": 0.48551101982593536, "decode.d2.loss_mask": 0.5845294550061226, "decode.d2.loss_dice": 0.8596698492765427, "decode.d3.loss_cls": 0.5100339457392693, "decode.d3.loss_mask": 0.5686993762850762, "decode.d3.loss_dice": 0.8407029181718826, "decode.d4.loss_cls": 0.5102477602660656, "decode.d4.loss_mask": 0.563788615167141, "decode.d4.loss_dice": 0.8255561053752899, "decode.d5.loss_cls": 0.4927817188203335, "decode.d5.loss_mask": 0.5610654339194298, "decode.d5.loss_dice": 0.8341389447450638, "decode.d6.loss_cls": 0.48839421570301056, "decode.d6.loss_mask": 0.5552264988422394, "decode.d6.loss_dice": 0.8186569929122924, "decode.d7.loss_cls": 0.4247820556163788, "decode.d7.loss_mask": 0.5445799708366394, "decode.d7.loss_dice": 0.8095195680856705, "decode.d8.loss_cls": 0.43513120263814925, "decode.d8.loss_mask": 0.5402216404676438, "decode.d8.loss_dice": 0.8124912977218628, "time": 0.5351478576660156, "memory": 7233, "step": 131600}
{"lr": 2.106649164483014e-06, "data_time": 0.009328198432922364, "grad_norm": 93.07318649291992, "loss": 22.934995555877684, "decode.loss_cls": 0.30990043058991434, "decode.loss_mask": 0.7037494063377381, "decode.loss_dice": 1.0044641852378846, "decode.d0.loss_cls": 1.9219958305358886, "decode.d0.loss_mask": 0.7685632795095444, "decode.d0.loss_dice": 1.1871841192245483, "decode.d1.loss_cls": 0.5283055204898119, "decode.d1.loss_mask": 0.7373909562826156, "decode.d1.loss_dice": 1.0930305421352386, "decode.d2.loss_cls": 0.4763278726488352, "decode.d2.loss_mask": 0.7103777050971984, "decode.d2.loss_dice": 1.020510259270668, "decode.d3.loss_cls": 0.36687592063099145, "decode.d3.loss_mask": 0.7104645311832428, "decode.d3.loss_dice": 1.0127617031335832, "decode.d4.loss_cls": 0.3540737433359027, "decode.d4.loss_mask": 0.712550762295723, "decode.d4.loss_dice": 1.0374669492244721, "decode.d5.loss_cls": 0.32557675130665303, "decode.d5.loss_mask": 0.7073405504226684, "decode.d5.loss_dice": 1.0224269598722457, "decode.d6.loss_cls": 0.32548046857118607, "decode.d6.loss_mask": 0.7015665024518967, "decode.d6.loss_dice": 1.0293569952249526, "decode.d7.loss_cls": 0.3631681017577648, "decode.d7.loss_mask": 0.7047808110713959, "decode.d7.loss_dice": 1.027286872267723, "decode.d8.loss_cls": 0.35306162256747486, "decode.d8.loss_mask": 0.7018358558416367, "decode.d8.loss_dice": 1.017119786143303, "time": 0.5350273847579956, "memory": 7210, "step": 131650}
{"lr": 2.103304981854029e-06, "data_time": 0.009775424003601074, "grad_norm": 108.6402099609375, "loss": 19.99365873336792, "decode.loss_cls": 0.32935821563005446, "decode.loss_mask": 0.6854638755321503, "decode.loss_dice": 0.7384432315826416, "decode.d0.loss_cls": 2.061018943786621, "decode.d0.loss_mask": 0.7134457379579544, "decode.d0.loss_dice": 0.8110930979251861, "decode.d1.loss_cls": 0.5164875969290733, "decode.d1.loss_mask": 0.6960391849279404, "decode.d1.loss_dice": 0.8166153222322464, "decode.d2.loss_cls": 0.4024541586637497, "decode.d2.loss_mask": 0.6968244105577469, "decode.d2.loss_dice": 0.7861524939537048, "decode.d3.loss_cls": 0.3768016017973423, "decode.d3.loss_mask": 0.705015903711319, "decode.d3.loss_dice": 0.761352327466011, "decode.d4.loss_cls": 0.35327478796243666, "decode.d4.loss_mask": 0.7017398744821548, "decode.d4.loss_dice": 0.7605418264865875, "decode.d5.loss_cls": 0.3549293391406536, "decode.d5.loss_mask": 0.696376720070839, "decode.d5.loss_dice": 0.746987122297287, "decode.d6.loss_cls": 0.3719943843781948, "decode.d6.loss_mask": 0.6787688672542572, "decode.d6.loss_dice": 0.7341820985078812, "decode.d7.loss_cls": 0.33499559089541436, "decode.d7.loss_mask": 0.677497485280037, "decode.d7.loss_dice": 0.7509207010269165, "decode.d8.loss_cls": 0.3098458595573902, "decode.d8.loss_mask": 0.6848076015710831, "decode.d8.loss_dice": 0.7402303725481033, "time": 0.5347336530685425, "memory": 7342, "step": 131700}
{"lr": 2.099960208327536e-06, "data_time": 0.009315824508666993, "grad_norm": 90.07202453613282, "loss": 22.2751615524292, "decode.loss_cls": 0.400043623894453, "decode.loss_mask": 0.6535770386457443, "decode.loss_dice": 0.8948485106229782, "decode.d0.loss_cls": 2.0667674779891967, "decode.d0.loss_mask": 0.7102155089378357, "decode.d0.loss_dice": 1.0194968104362487, "decode.d1.loss_cls": 0.643398567289114, "decode.d1.loss_mask": 0.7413635551929474, "decode.d1.loss_dice": 0.9332147926092148, "decode.d2.loss_cls": 0.541840060800314, "decode.d2.loss_mask": 0.6995180070400238, "decode.d2.loss_dice": 0.9097492128610611, "decode.d3.loss_cls": 0.48299253806471826, "decode.d3.loss_mask": 0.6601553589105607, "decode.d3.loss_dice": 0.8865558177232742, "decode.d4.loss_cls": 0.5089015558362007, "decode.d4.loss_mask": 0.6433432936668396, "decode.d4.loss_dice": 0.9036569088697434, "decode.d5.loss_cls": 0.4680720821022987, "decode.d5.loss_mask": 0.6599465787410737, "decode.d5.loss_dice": 0.885102105140686, "decode.d6.loss_cls": 0.45617748945951464, "decode.d6.loss_mask": 0.648970091342926, "decode.d6.loss_dice": 0.9127251625061035, "decode.d7.loss_cls": 0.4406123347580433, "decode.d7.loss_mask": 0.6502547830343246, "decode.d7.loss_dice": 0.8963769882917404, "decode.d8.loss_cls": 0.4211516961455345, "decode.d8.loss_mask": 0.6484283447265625, "decode.d8.loss_dice": 0.8877049744129181, "time": 0.5346551179885864, "memory": 7243, "step": 131750}
{"lr": 2.09661484275301e-06, "data_time": 0.009407949447631837, "grad_norm": 87.82882728576661, "loss": 18.291271209716797, "decode.loss_cls": 0.2830872006714344, "decode.loss_mask": 0.6401717752218247, "decode.loss_dice": 0.7065938264131546, "decode.d0.loss_cls": 1.7199107944965362, "decode.d0.loss_mask": 0.7668295800685883, "decode.d0.loss_dice": 0.8236679315567017, "decode.d1.loss_cls": 0.3886201724410057, "decode.d1.loss_mask": 0.660163727402687, "decode.d1.loss_dice": 0.7782751262187958, "decode.d2.loss_cls": 0.37826173678040503, "decode.d2.loss_mask": 0.6428685754537582, "decode.d2.loss_dice": 0.740261921286583, "decode.d3.loss_cls": 0.32619702219963076, "decode.d3.loss_mask": 0.6506509631872177, "decode.d3.loss_dice": 0.7285920977592468, "decode.d4.loss_cls": 0.2773990362882614, "decode.d4.loss_mask": 0.6478330433368683, "decode.d4.loss_dice": 0.718960753083229, "decode.d5.loss_cls": 0.2607971832156181, "decode.d5.loss_mask": 0.6424254149198532, "decode.d5.loss_dice": 0.7156127572059632, "decode.d6.loss_cls": 0.26213776171207426, "decode.d6.loss_mask": 0.6371628999710083, "decode.d6.loss_dice": 0.7032413005828857, "decode.d7.loss_cls": 0.24642936438322066, "decode.d7.loss_mask": 0.6401903718709946, "decode.d7.loss_dice": 0.7090505987405777, "decode.d8.loss_cls": 0.24546238631010056, "decode.d8.loss_mask": 0.6447444707155228, "decode.d8.loss_dice": 0.7056719362735748, "time": 0.5335128784179688, "memory": 7216, "step": 131800}
{"lr": 2.0932688839756484e-06, "data_time": 0.009329533576965332, "grad_norm": 101.68032302856446, "loss": 23.396958541870116, "decode.loss_cls": 0.47660321444272996, "decode.loss_mask": 0.5814162820577622, "decode.loss_dice": 1.0186182647943496, "decode.d0.loss_cls": 2.136020874977112, "decode.d0.loss_mask": 0.620764771103859, "decode.d0.loss_dice": 1.1575601994991302, "decode.d1.loss_cls": 0.7842982351779938, "decode.d1.loss_mask": 0.6025665670633316, "decode.d1.loss_dice": 1.1007087737321855, "decode.d2.loss_cls": 0.6577041149139404, "decode.d2.loss_mask": 0.5684920907020569, "decode.d2.loss_dice": 1.0211000323295594, "decode.d3.loss_cls": 0.568721804022789, "decode.d3.loss_mask": 0.5835928410291672, "decode.d3.loss_dice": 0.9957345068454743, "decode.d4.loss_cls": 0.5716381758451462, "decode.d4.loss_mask": 0.5894510835409165, "decode.d4.loss_dice": 1.0318643569946289, "decode.d5.loss_cls": 0.5012763649225235, "decode.d5.loss_mask": 0.5810529053211212, "decode.d5.loss_dice": 1.020159438252449, "decode.d6.loss_cls": 0.5095003038644791, "decode.d6.loss_mask": 0.5843834072351456, "decode.d6.loss_dice": 1.000025564432144, "decode.d7.loss_cls": 0.4821749836206436, "decode.d7.loss_mask": 0.5865807384252548, "decode.d7.loss_dice": 1.0137069284915925, "decode.d8.loss_cls": 0.4541470050811768, "decode.d8.loss_mask": 0.5896116554737091, "decode.d8.loss_dice": 1.0074835240840911, "time": 0.5337716817855835, "memory": 7233, "step": 131850}
{"lr": 2.0899223308363336e-06, "data_time": 0.00985720157623291, "grad_norm": 95.63221473693848, "loss": 20.913381385803223, "decode.loss_cls": 0.4098538875579834, "decode.loss_mask": 0.5322603434324265, "decode.loss_dice": 0.8536187022924423, "decode.d0.loss_cls": 2.08844895362854, "decode.d0.loss_mask": 0.5670666962862014, "decode.d0.loss_dice": 1.0042182236909867, "decode.d1.loss_cls": 0.7266071200370788, "decode.d1.loss_mask": 0.5684091031551362, "decode.d1.loss_dice": 0.9532110899686813, "decode.d2.loss_cls": 0.6026832580566406, "decode.d2.loss_mask": 0.5451745450496673, "decode.d2.loss_dice": 0.9095613479614257, "decode.d3.loss_cls": 0.5103098511695862, "decode.d3.loss_mask": 0.5303058564662934, "decode.d3.loss_dice": 0.8628125786781311, "decode.d4.loss_cls": 0.5008491553366184, "decode.d4.loss_mask": 0.5443000823259354, "decode.d4.loss_dice": 0.8469561398029327, "decode.d5.loss_cls": 0.44407966881990435, "decode.d5.loss_mask": 0.5523447871208191, "decode.d5.loss_dice": 0.8702312588691712, "decode.d6.loss_cls": 0.4370652504265308, "decode.d6.loss_mask": 0.5282544106245041, "decode.d6.loss_dice": 0.8595210641622544, "decode.d7.loss_cls": 0.43968373313546183, "decode.d7.loss_mask": 0.5361157059669495, "decode.d7.loss_dice": 0.8697715312242508, "decode.d8.loss_cls": 0.3991744689643383, "decode.d8.loss_mask": 0.5479525268077851, "decode.d8.loss_dice": 0.8725410401821136, "time": 0.5340880393981934, "memory": 7301, "step": 131900}
{"lr": 2.086575182171619e-06, "data_time": 0.00960710048675537, "grad_norm": 78.62151794433593, "loss": 20.477357006073, "decode.loss_cls": 0.4754864238202572, "decode.loss_mask": 0.5139463782310486, "decode.loss_dice": 0.7842552185058593, "decode.d0.loss_cls": 2.277540373802185, "decode.d0.loss_mask": 0.6222136169672012, "decode.d0.loss_dice": 0.9935663044452667, "decode.d1.loss_cls": 0.5933444276452065, "decode.d1.loss_mask": 0.5781056433916092, "decode.d1.loss_dice": 0.8577187657356262, "decode.d2.loss_cls": 0.5516936853528023, "decode.d2.loss_mask": 0.5798105031251908, "decode.d2.loss_dice": 0.8145893722772598, "decode.d3.loss_cls": 0.4569408014416695, "decode.d3.loss_mask": 0.5767392903566361, "decode.d3.loss_dice": 0.8002435624599457, "decode.d4.loss_cls": 0.44255628138780595, "decode.d4.loss_mask": 0.550890251994133, "decode.d4.loss_dice": 0.8051331549882889, "decode.d5.loss_cls": 0.4378103718161583, "decode.d5.loss_mask": 0.5436100378632546, "decode.d5.loss_dice": 0.8033342987298966, "decode.d6.loss_cls": 0.4273774832487106, "decode.d6.loss_mask": 0.571403905749321, "decode.d6.loss_dice": 0.8034192621707916, "decode.d7.loss_cls": 0.459770867228508, "decode.d7.loss_mask": 0.563165682554245, "decode.d7.loss_dice": 0.8048761129379273, "decode.d8.loss_cls": 0.4546360746026039, "decode.d8.loss_mask": 0.5464863196015358, "decode.d8.loss_dice": 0.7866917252540588, "time": 0.5365518093109131, "memory": 7331, "step": 131950}
{"lr": 2.0832274368137033e-06, "data_time": 0.009617137908935546, "grad_norm": 89.71668434143066, "loss": 21.453734588623046, "decode.loss_cls": 0.4539372012019157, "decode.loss_mask": 0.5742579132318497, "decode.loss_dice": 0.8775208234786988, "decode.d0.loss_cls": 2.1695245027542116, "decode.d0.loss_mask": 0.5873400837182998, "decode.d0.loss_dice": 1.0028344690799713, "decode.d1.loss_cls": 0.6091532923281193, "decode.d1.loss_mask": 0.5908724576234817, "decode.d1.loss_dice": 0.9178247690200806, "decode.d2.loss_cls": 0.5093234241008758, "decode.d2.loss_mask": 0.6043549478054047, "decode.d2.loss_dice": 0.9173823893070221, "decode.d3.loss_cls": 0.5258023284375668, "decode.d3.loss_mask": 0.5809262603521347, "decode.d3.loss_dice": 0.8706015259027481, "decode.d4.loss_cls": 0.48205176591873167, "decode.d4.loss_mask": 0.5775144577026368, "decode.d4.loss_dice": 0.9124708503484726, "decode.d5.loss_cls": 0.4391976952552795, "decode.d5.loss_mask": 0.5977421507239342, "decode.d5.loss_dice": 0.892231923341751, "decode.d6.loss_cls": 0.4653712622821331, "decode.d6.loss_mask": 0.5794456318020821, "decode.d6.loss_dice": 0.8709418654441834, "decode.d7.loss_cls": 0.46338764801621435, "decode.d7.loss_mask": 0.5739026188850402, "decode.d7.loss_dice": 0.9007181704044342, "decode.d8.loss_cls": 0.4472739242017269, "decode.d8.loss_mask": 0.5759009107947349, "decode.d8.loss_dice": 0.883926522731781, "time": 0.5345351457595825, "memory": 7217, "step": 132000}
{"lr": 2.079879093590403e-06, "data_time": 0.00952765941619873, "grad_norm": 101.82627868652344, "loss": 24.009582614898683, "decode.loss_cls": 0.46864715218544006, "decode.loss_mask": 0.6441822618246078, "decode.loss_dice": 0.9718620479106903, "decode.d0.loss_cls": 2.295669788122177, "decode.d0.loss_mask": 0.7366114318370819, "decode.d0.loss_dice": 1.2421476304531098, "decode.d1.loss_cls": 0.7343202039599419, "decode.d1.loss_mask": 0.6917692184448242, "decode.d1.loss_dice": 1.1409885346889497, "decode.d2.loss_cls": 0.5396183200180531, "decode.d2.loss_mask": 0.6853512585163116, "decode.d2.loss_dice": 1.0919211030006408, "decode.d3.loss_cls": 0.47078214436769483, "decode.d3.loss_mask": 0.6663390070199966, "decode.d3.loss_dice": 1.031331616640091, "decode.d4.loss_cls": 0.4587372951209545, "decode.d4.loss_mask": 0.6589961618185043, "decode.d4.loss_dice": 1.0211045622825623, "decode.d5.loss_cls": 0.45776001513004305, "decode.d5.loss_mask": 0.6467399895191193, "decode.d5.loss_dice": 1.0144472002983094, "decode.d6.loss_cls": 0.4848085977137089, "decode.d6.loss_mask": 0.6471194058656693, "decode.d6.loss_dice": 0.9973625063896179, "decode.d7.loss_cls": 0.44495350047945975, "decode.d7.loss_mask": 0.6514968812465668, "decode.d7.loss_dice": 1.014027738571167, "decode.d8.loss_cls": 0.437651489675045, "decode.d8.loss_mask": 0.6475395619869232, "decode.d8.loss_dice": 1.0152956366539, "time": 0.5321614027023316, "memory": 7207, "step": 132050}
{"lr": 2.076530151325131e-06, "data_time": 0.009546160697937012, "grad_norm": 91.97852668762206, "loss": 21.517172622680665, "decode.loss_cls": 0.3278150729835033, "decode.loss_mask": 0.6358332484960556, "decode.loss_dice": 0.8686948478221893, "decode.d0.loss_cls": 2.2162825584411623, "decode.d0.loss_mask": 0.7118829905986785, "decode.d0.loss_dice": 0.9884401768445968, "decode.d1.loss_cls": 0.5159262262284756, "decode.d1.loss_mask": 0.6935984134674072, "decode.d1.loss_dice": 0.9642517507076264, "decode.d2.loss_cls": 0.4403729021549225, "decode.d2.loss_mask": 0.6936373263597488, "decode.d2.loss_dice": 0.9303272902965546, "decode.d3.loss_cls": 0.39899194091558454, "decode.d3.loss_mask": 0.6811801314353942, "decode.d3.loss_dice": 0.9269991844892502, "decode.d4.loss_cls": 0.37781767770648, "decode.d4.loss_mask": 0.646549642086029, "decode.d4.loss_dice": 0.903779998421669, "decode.d5.loss_cls": 0.3886060047894716, "decode.d5.loss_mask": 0.6539317160844803, "decode.d5.loss_dice": 0.893698999285698, "decode.d6.loss_cls": 0.3667102657258511, "decode.d6.loss_mask": 0.641598305106163, "decode.d6.loss_dice": 0.8898371398448944, "decode.d7.loss_cls": 0.3185180563479662, "decode.d7.loss_mask": 0.6507773280143738, "decode.d7.loss_dice": 0.8947963267564774, "decode.d8.loss_cls": 0.3779586225748062, "decode.d8.loss_mask": 0.6392427027225495, "decode.d8.loss_dice": 0.8791141852736473, "time": 0.5360200881958008, "memory": 7313, "step": 132100}
{"lr": 2.0731806088368786e-06, "data_time": 0.009675192832946777, "grad_norm": 78.83632926940918, "loss": 19.07261962890625, "decode.loss_cls": 0.19673781767487525, "decode.loss_mask": 0.5575404837727547, "decode.loss_dice": 0.8629362747073174, "decode.d0.loss_cls": 2.034815162420273, "decode.d0.loss_mask": 0.5793098479509353, "decode.d0.loss_dice": 0.9740810364484787, "decode.d1.loss_cls": 0.49294173419475557, "decode.d1.loss_mask": 0.5713125094771385, "decode.d1.loss_dice": 0.9565834552049637, "decode.d2.loss_cls": 0.381682850420475, "decode.d2.loss_mask": 0.5684919968247414, "decode.d2.loss_dice": 0.8837133288383484, "decode.d3.loss_cls": 0.3011068981140852, "decode.d3.loss_mask": 0.5531053557991982, "decode.d3.loss_dice": 0.8809954047203064, "decode.d4.loss_cls": 0.2513128835707903, "decode.d4.loss_mask": 0.5543582752346993, "decode.d4.loss_dice": 0.8706123054027557, "decode.d5.loss_cls": 0.21718896999955178, "decode.d5.loss_mask": 0.5564812064170838, "decode.d5.loss_dice": 0.8750223755836487, "decode.d6.loss_cls": 0.2311150025576353, "decode.d6.loss_mask": 0.5505016162991524, "decode.d6.loss_dice": 0.875893446803093, "decode.d7.loss_cls": 0.23762845247983932, "decode.d7.loss_mask": 0.5584625542163849, "decode.d7.loss_dice": 0.883575838804245, "decode.d8.loss_cls": 0.19020469076931476, "decode.d8.loss_mask": 0.5541326731443406, "decode.d8.loss_dice": 0.8707762211561203, "time": 0.5350297212600708, "memory": 7260, "step": 132150}
{"lr": 2.0698304649401727e-06, "data_time": 0.00950164794921875, "grad_norm": 90.84170608520508, "loss": 21.122872352600098, "decode.loss_cls": 0.5054030925035476, "decode.loss_mask": 0.5019212126731872, "decode.loss_dice": 0.8421740770339966, "decode.d0.loss_cls": 2.1237923979759215, "decode.d0.loss_mask": 0.5600962698459625, "decode.d0.loss_dice": 1.0407408595085144, "decode.d1.loss_cls": 0.7570439711213112, "decode.d1.loss_mask": 0.5300341337919235, "decode.d1.loss_dice": 0.9509161978960037, "decode.d2.loss_cls": 0.6943473160266876, "decode.d2.loss_mask": 0.5062500923871994, "decode.d2.loss_dice": 0.8830079436302185, "decode.d3.loss_cls": 0.6161342345178127, "decode.d3.loss_mask": 0.4907092869281769, "decode.d3.loss_dice": 0.8392033249139785, "decode.d4.loss_cls": 0.49401570558547975, "decode.d4.loss_mask": 0.50181725025177, "decode.d4.loss_dice": 0.8685437470674515, "decode.d5.loss_cls": 0.4536987699568272, "decode.d5.loss_mask": 0.5016511917114258, "decode.d5.loss_dice": 0.8658216029405594, "decode.d6.loss_cls": 0.5232755862176418, "decode.d6.loss_mask": 0.4871737867593765, "decode.d6.loss_dice": 0.8352810055017471, "decode.d7.loss_cls": 0.5145263038575649, "decode.d7.loss_mask": 0.4905489832162857, "decode.d7.loss_dice": 0.820522129535675, "decode.d8.loss_cls": 0.598692537099123, "decode.d8.loss_mask": 0.4952734738588333, "decode.d8.loss_dice": 0.8302557796239853, "time": 0.5597009658813477, "memory": 7241, "step": 132200}
{"lr": 2.066479718445071e-06, "data_time": 0.009534001350402832, "grad_norm": 80.41580047607422, "loss": 16.70807464122772, "decode.loss_cls": 0.3555654101073742, "decode.loss_mask": 0.44744773358106615, "decode.loss_dice": 0.6586622767150402, "decode.d0.loss_cls": 1.7240729212760926, "decode.d0.loss_mask": 0.4677338495850563, "decode.d0.loss_dice": 0.7090098306536674, "decode.d1.loss_cls": 0.5619877085089684, "decode.d1.loss_mask": 0.44568970128893853, "decode.d1.loss_dice": 0.6774878650903702, "decode.d2.loss_cls": 0.49706365950405595, "decode.d2.loss_mask": 0.44999737963080405, "decode.d2.loss_dice": 0.6557546436786652, "decode.d3.loss_cls": 0.5252487296238542, "decode.d3.loss_mask": 0.44927410408854485, "decode.d3.loss_dice": 0.6693753898143768, "decode.d4.loss_cls": 0.45992383975535633, "decode.d4.loss_mask": 0.4445844888687134, "decode.d4.loss_dice": 0.6722314119338989, "decode.d5.loss_cls": 0.3831708876416087, "decode.d5.loss_mask": 0.4424376279115677, "decode.d5.loss_dice": 0.6516697905957699, "decode.d6.loss_cls": 0.356640650331974, "decode.d6.loss_mask": 0.4469667889177799, "decode.d6.loss_dice": 0.6543917760252953, "decode.d7.loss_cls": 0.3338597593829036, "decode.d7.loss_mask": 0.451170913875103, "decode.d7.loss_dice": 0.6615473702549934, "decode.d8.loss_cls": 0.35828963536769154, "decode.d8.loss_mask": 0.44115266352891924, "decode.d8.loss_dice": 0.6556655146181584, "time": 0.5353156328201294, "memory": 7194, "step": 132250}
{"lr": 2.063128368157126e-06, "data_time": 0.009539961814880371, "grad_norm": 109.54169540405273, "loss": 17.09641056060791, "decode.loss_cls": 0.26973305735737085, "decode.loss_mask": 0.48536342680454253, "decode.loss_dice": 0.6817005261778831, "decode.d0.loss_cls": 2.0555318713188173, "decode.d0.loss_mask": 0.551465505361557, "decode.d0.loss_dice": 0.7907834410667419, "decode.d1.loss_cls": 0.5405409000813961, "decode.d1.loss_mask": 0.5428350389003753, "decode.d1.loss_dice": 0.7441722393035889, "decode.d2.loss_cls": 0.43690020851790906, "decode.d2.loss_mask": 0.5213636472821236, "decode.d2.loss_dice": 0.7096470713615417, "decode.d3.loss_cls": 0.36032381989061835, "decode.d3.loss_mask": 0.5007465809583664, "decode.d3.loss_dice": 0.6746539413928986, "decode.d4.loss_cls": 0.3047393411397934, "decode.d4.loss_mask": 0.49554712176322935, "decode.d4.loss_dice": 0.7112914681434631, "decode.d5.loss_cls": 0.3228950008749962, "decode.d5.loss_mask": 0.4951294958591461, "decode.d5.loss_dice": 0.6878388181328774, "decode.d6.loss_cls": 0.2507991921156645, "decode.d6.loss_mask": 0.48750693053007127, "decode.d6.loss_dice": 0.6744193151593209, "decode.d7.loss_cls": 0.2535947488620877, "decode.d7.loss_mask": 0.488844721019268, "decode.d7.loss_dice": 0.6654508247971535, "decode.d8.loss_cls": 0.2302817886695266, "decode.d8.loss_mask": 0.48434347212314605, "decode.d8.loss_dice": 0.6779668241739273, "time": 0.5368473529815674, "memory": 7166, "step": 132300}
{"lr": 2.0597764128773607e-06, "data_time": 0.009503626823425293, "grad_norm": 99.60754089355468, "loss": 26.678286266326904, "decode.loss_cls": 0.42578256204724313, "decode.loss_mask": 0.8389229416847229, "decode.loss_dice": 1.1216291069984436, "decode.d0.loss_cls": 1.930000126361847, "decode.d0.loss_mask": 0.9312759816646576, "decode.d0.loss_dice": 1.304768568277359, "decode.d1.loss_cls": 0.7258493080735207, "decode.d1.loss_mask": 0.8733670741319657, "decode.d1.loss_dice": 1.1805889546871184, "decode.d2.loss_cls": 0.6258152358233928, "decode.d2.loss_mask": 0.854317381978035, "decode.d2.loss_dice": 1.1674851447343826, "decode.d3.loss_cls": 0.5231592521071434, "decode.d3.loss_mask": 0.8480288803577423, "decode.d3.loss_dice": 1.1216021597385406, "decode.d4.loss_cls": 0.49118438363075256, "decode.d4.loss_mask": 0.8374818921089172, "decode.d4.loss_dice": 1.140696406364441, "decode.d5.loss_cls": 0.4687839463353157, "decode.d5.loss_mask": 0.8471998065710068, "decode.d5.loss_dice": 1.1656533539295197, "decode.d6.loss_cls": 0.4439658589661121, "decode.d6.loss_mask": 0.8413972496986389, "decode.d6.loss_dice": 1.1321405619382858, "decode.d7.loss_cls": 0.44495559185743333, "decode.d7.loss_mask": 0.851314464211464, "decode.d7.loss_dice": 1.1186218917369843, "decode.d8.loss_cls": 0.44204883053898814, "decode.d8.loss_mask": 0.8546822637319564, "decode.d8.loss_dice": 1.1255667686462403, "time": 0.5346378803253173, "memory": 7236, "step": 132350}
{"lr": 2.056423851402244e-06, "data_time": 0.009748458862304688, "grad_norm": 95.92624359130859, "loss": 24.435047817230224, "decode.loss_cls": 0.46985831037163733, "decode.loss_mask": 0.7082285672426224, "decode.loss_dice": 1.0242850750684738, "decode.d0.loss_cls": 2.1096787452697754, "decode.d0.loss_mask": 0.7774943858385086, "decode.d0.loss_dice": 1.1389607340097427, "decode.d1.loss_cls": 0.7450594753026962, "decode.d1.loss_mask": 0.7582060188055039, "decode.d1.loss_dice": 1.1195111572742462, "decode.d2.loss_cls": 0.6114176832139492, "decode.d2.loss_mask": 0.7196281880140305, "decode.d2.loss_dice": 1.0277880162000657, "decode.d3.loss_cls": 0.5341187819838524, "decode.d3.loss_mask": 0.7147140353918076, "decode.d3.loss_dice": 1.0058875679969788, "decode.d4.loss_cls": 0.48715870529413224, "decode.d4.loss_mask": 0.7277287870645524, "decode.d4.loss_dice": 1.0137948215007782, "decode.d5.loss_cls": 0.4851305142045021, "decode.d5.loss_mask": 0.7130374163389206, "decode.d5.loss_dice": 1.0082616090774537, "decode.d6.loss_cls": 0.4784149549901485, "decode.d6.loss_mask": 0.7117956012487412, "decode.d6.loss_dice": 1.0122732043266296, "decode.d7.loss_cls": 0.43566320165991784, "decode.d7.loss_mask": 0.725000873208046, "decode.d7.loss_dice": 1.0082757502794266, "decode.d8.loss_cls": 0.41785126030445097, "decode.d8.loss_mask": 0.7209664404392242, "decode.d8.loss_dice": 1.0248579800128936, "time": 0.536251425743103, "memory": 7260, "step": 132400}
{"lr": 2.0530706825236676e-06, "data_time": 0.009726834297180176, "grad_norm": 92.58993301391601, "loss": 21.704711818695067, "decode.loss_cls": 0.39815414752811196, "decode.loss_mask": 0.6379882603883743, "decode.loss_dice": 0.9275908261537552, "decode.d0.loss_cls": 1.887517863512039, "decode.d0.loss_mask": 0.6674331173300743, "decode.d0.loss_dice": 1.0756585597991943, "decode.d1.loss_cls": 0.5064690552651883, "decode.d1.loss_mask": 0.6868321046233177, "decode.d1.loss_dice": 0.9885657250881195, "decode.d2.loss_cls": 0.4966720014810562, "decode.d2.loss_mask": 0.6143991768360137, "decode.d2.loss_dice": 0.9736714959144592, "decode.d3.loss_cls": 0.46760740838944914, "decode.d3.loss_mask": 0.6444433331489563, "decode.d3.loss_dice": 0.9482492089271546, "decode.d4.loss_cls": 0.38942025378346445, "decode.d4.loss_mask": 0.6396818712353707, "decode.d4.loss_dice": 0.9410233825445176, "decode.d5.loss_cls": 0.3989893304184079, "decode.d5.loss_mask": 0.6358611911535264, "decode.d5.loss_dice": 0.9314341455698013, "decode.d6.loss_cls": 0.3890396120026708, "decode.d6.loss_mask": 0.6410330846905709, "decode.d6.loss_dice": 0.9214225113391876, "decode.d7.loss_cls": 0.41104404646903275, "decode.d7.loss_mask": 0.6401151999831199, "decode.d7.loss_dice": 0.9177169501781464, "decode.d8.loss_cls": 0.37922816947102544, "decode.d8.loss_mask": 0.6368365064263344, "decode.d8.loss_dice": 0.910612940788269, "time": 0.5359269618988037, "memory": 7215, "step": 132450}
{"lr": 2.0497169050289197e-06, "data_time": 0.009756016731262206, "grad_norm": 104.59233436584472, "loss": 24.131521701812744, "decode.loss_cls": 0.48159916177392004, "decode.loss_mask": 0.6784110397100449, "decode.loss_dice": 0.9701183378696442, "decode.d0.loss_cls": 2.233622205257416, "decode.d0.loss_mask": 0.7568749338388443, "decode.d0.loss_dice": 1.1341200709342956, "decode.d1.loss_cls": 0.6786938160657883, "decode.d1.loss_mask": 0.7191453486680984, "decode.d1.loss_dice": 1.064738243818283, "decode.d2.loss_cls": 0.5997472673654556, "decode.d2.loss_mask": 0.7455720990896225, "decode.d2.loss_dice": 1.0346146285533906, "decode.d3.loss_cls": 0.5268216341733932, "decode.d3.loss_mask": 0.7404551118612289, "decode.d3.loss_dice": 0.9832303106784821, "decode.d4.loss_cls": 0.5297020614147187, "decode.d4.loss_mask": 0.7149222195148468, "decode.d4.loss_dice": 0.9808605223894119, "decode.d5.loss_cls": 0.4872288316488266, "decode.d5.loss_mask": 0.6989738374948502, "decode.d5.loss_dice": 0.9699374258518219, "decode.d6.loss_cls": 0.4665115177631378, "decode.d6.loss_mask": 0.6949021935462951, "decode.d6.loss_dice": 0.9873150825500489, "decode.d7.loss_cls": 0.4632246598601341, "decode.d7.loss_mask": 0.7127981811761857, "decode.d7.loss_dice": 0.9479286134243011, "decode.d8.loss_cls": 0.4974923633038998, "decode.d8.loss_mask": 0.6944180250167846, "decode.d8.loss_dice": 0.9375424325466156, "time": 0.5349571466445923, "memory": 7197, "step": 132500}
{"lr": 2.0463625177006533e-06, "data_time": 0.009535408020019532, "grad_norm": 85.84970016479492, "loss": 17.477348375320435, "decode.loss_cls": 0.36024741008877753, "decode.loss_mask": 0.3912330836057663, "decode.loss_dice": 0.7450136810541153, "decode.d0.loss_cls": 1.9766605615615844, "decode.d0.loss_mask": 0.426984915137291, "decode.d0.loss_dice": 0.8625625804066658, "decode.d1.loss_cls": 0.6075787641108036, "decode.d1.loss_mask": 0.4182750001549721, "decode.d1.loss_dice": 0.8196079805493355, "decode.d2.loss_cls": 0.5691710837185383, "decode.d2.loss_mask": 0.39860671311616896, "decode.d2.loss_dice": 0.7967835426330566, "decode.d3.loss_cls": 0.4601792633533478, "decode.d3.loss_mask": 0.3998997792601585, "decode.d3.loss_dice": 0.7317752331495285, "decode.d4.loss_cls": 0.41045875698328016, "decode.d4.loss_mask": 0.3926800787448883, "decode.d4.loss_dice": 0.7394582450389862, "decode.d5.loss_cls": 0.4340825915336609, "decode.d5.loss_mask": 0.3916522040963173, "decode.d5.loss_dice": 0.7412317782640457, "decode.d6.loss_cls": 0.38420400619506834, "decode.d6.loss_mask": 0.39149861931800845, "decode.d6.loss_dice": 0.7154288038611412, "decode.d7.loss_cls": 0.3384637363255024, "decode.d7.loss_mask": 0.3894635125994682, "decode.d7.loss_dice": 0.7264496520161629, "decode.d8.loss_cls": 0.3298387512564659, "decode.d8.loss_mask": 0.3981436833739281, "decode.d8.loss_dice": 0.7297141402959824, "time": 0.5347545385360718, "memory": 7235, "step": 132550}
{"lr": 2.04300751931687e-06, "data_time": 0.00956423282623291, "grad_norm": 95.56784172058106, "loss": 15.382128572463989, "decode.loss_cls": 0.21220692712813616, "decode.loss_mask": 0.43430145680904386, "decode.loss_dice": 0.6293002560734748, "decode.d0.loss_cls": 1.9539559125900268, "decode.d0.loss_mask": 0.4658700615167618, "decode.d0.loss_dice": 0.7197009116411209, "decode.d1.loss_cls": 0.4533416125923395, "decode.d1.loss_mask": 0.44740839302539825, "decode.d1.loss_dice": 0.6670313864946366, "decode.d2.loss_cls": 0.38249277174472807, "decode.d2.loss_mask": 0.4358251303434372, "decode.d2.loss_dice": 0.6539454445242882, "decode.d3.loss_cls": 0.2782257226295769, "decode.d3.loss_mask": 0.44169104248285296, "decode.d3.loss_dice": 0.6373507961630821, "decode.d4.loss_cls": 0.24277026047930123, "decode.d4.loss_mask": 0.4309298276901245, "decode.d4.loss_dice": 0.6344485089182854, "decode.d5.loss_cls": 0.31266930857673286, "decode.d5.loss_mask": 0.42531075328588486, "decode.d5.loss_dice": 0.6277915939688683, "decode.d6.loss_cls": 0.26603494891896845, "decode.d6.loss_mask": 0.4162188708782196, "decode.d6.loss_dice": 0.6209812432527542, "decode.d7.loss_cls": 0.23423261428251863, "decode.d7.loss_mask": 0.432258714735508, "decode.d7.loss_dice": 0.6333915606141091, "decode.d8.loss_cls": 0.22247364558279514, "decode.d8.loss_mask": 0.43694121986627577, "decode.d8.loss_dice": 0.6330274447798729, "time": 0.5592804431915284, "memory": 7215, "step": 132600}
{"lr": 2.0396519086508844e-06, "data_time": 0.009466457366943359, "grad_norm": 96.88044319152831, "loss": 21.119770812988282, "decode.loss_cls": 0.3966131068766117, "decode.loss_mask": 0.5847298711538315, "decode.loss_dice": 0.87722949385643, "decode.d0.loss_cls": 1.8711756706237792, "decode.d0.loss_mask": 0.6293264865875244, "decode.d0.loss_dice": 1.0385029733181, "decode.d1.loss_cls": 0.5035284489393235, "decode.d1.loss_mask": 0.6211473524570466, "decode.d1.loss_dice": 0.9782722592353821, "decode.d2.loss_cls": 0.4727507933974266, "decode.d2.loss_mask": 0.6145034283399582, "decode.d2.loss_dice": 0.9620855718851089, "decode.d3.loss_cls": 0.48666473031044005, "decode.d3.loss_mask": 0.6083304733037949, "decode.d3.loss_dice": 0.9071663439273834, "decode.d4.loss_cls": 0.4463162362575531, "decode.d4.loss_mask": 0.6061016380786896, "decode.d4.loss_dice": 0.933274120092392, "decode.d5.loss_cls": 0.43614902421832086, "decode.d5.loss_mask": 0.6064918428659439, "decode.d5.loss_dice": 0.9043983072042465, "decode.d6.loss_cls": 0.40467711687088015, "decode.d6.loss_mask": 0.6020805835723877, "decode.d6.loss_dice": 0.8866789758205413, "decode.d7.loss_cls": 0.36862227991223334, "decode.d7.loss_mask": 0.6063591986894608, "decode.d7.loss_dice": 0.8931441485881806, "decode.d8.loss_cls": 0.3909099563956261, "decode.d8.loss_mask": 0.591728675365448, "decode.d8.loss_dice": 0.890810364484787, "time": 0.5589463710784912, "memory": 7246, "step": 132650}
{"lr": 2.0362956844713e-06, "data_time": 0.00945749282836914, "grad_norm": 97.07732925415038, "loss": 17.083092880249023, "decode.loss_cls": 0.21655265651643277, "decode.loss_mask": 0.5345787569880486, "decode.loss_dice": 0.6529329285025597, "decode.d0.loss_cls": 1.9426425874233246, "decode.d0.loss_mask": 0.6701568335294723, "decode.d0.loss_dice": 0.8712119579315185, "decode.d1.loss_cls": 0.5240900322794915, "decode.d1.loss_mask": 0.5743710771203041, "decode.d1.loss_dice": 0.7283797442913056, "decode.d2.loss_cls": 0.3560149222612381, "decode.d2.loss_mask": 0.5597927302122117, "decode.d2.loss_dice": 0.694300465285778, "decode.d3.loss_cls": 0.3590525142848492, "decode.d3.loss_mask": 0.5362934708595276, "decode.d3.loss_dice": 0.6512931287288666, "decode.d4.loss_cls": 0.27111617773771285, "decode.d4.loss_mask": 0.5478227108716964, "decode.d4.loss_dice": 0.6751935973763465, "decode.d5.loss_cls": 0.2524682365357876, "decode.d5.loss_mask": 0.5409796595573425, "decode.d5.loss_dice": 0.6677826553583145, "decode.d6.loss_cls": 0.22900474295020104, "decode.d6.loss_mask": 0.5402635261416435, "decode.d6.loss_dice": 0.6593570172786712, "decode.d7.loss_cls": 0.21247499734163283, "decode.d7.loss_mask": 0.5335406437516212, "decode.d7.loss_dice": 0.6589287027716637, "decode.d8.loss_cls": 0.22495935298502445, "decode.d8.loss_mask": 0.5356130927801133, "decode.d8.loss_dice": 0.6619243860244751, "time": 0.534530520439148, "memory": 7305, "step": 132700}
{"lr": 2.032938845541987e-06, "data_time": 0.009325075149536132, "grad_norm": 93.61073722839356, "loss": 18.989257669448854, "decode.loss_cls": 0.37020730748772623, "decode.loss_mask": 0.5002932161092758, "decode.loss_dice": 0.719677522778511, "decode.d0.loss_cls": 2.31380877494812, "decode.d0.loss_mask": 0.555224722623825, "decode.d0.loss_dice": 0.9271176934242249, "decode.d1.loss_cls": 0.6317271199077368, "decode.d1.loss_mask": 0.527171128988266, "decode.d1.loss_dice": 0.8205452352762223, "decode.d2.loss_cls": 0.5051736876368522, "decode.d2.loss_mask": 0.5306302294135093, "decode.d2.loss_dice": 0.786094018816948, "decode.d3.loss_cls": 0.44365941397845743, "decode.d3.loss_mask": 0.5025031581521034, "decode.d3.loss_dice": 0.7429476171731949, "decode.d4.loss_cls": 0.3947827711701393, "decode.d4.loss_mask": 0.4964860439300537, "decode.d4.loss_dice": 0.7634368717670441, "decode.d5.loss_cls": 0.39392178766429425, "decode.d5.loss_mask": 0.4895006060600281, "decode.d5.loss_dice": 0.7578449547290802, "decode.d6.loss_cls": 0.41355620287358763, "decode.d6.loss_mask": 0.4858556240797043, "decode.d6.loss_dice": 0.7097552806138993, "decode.d7.loss_cls": 0.3907041834667325, "decode.d7.loss_mask": 0.48585337996482847, "decode.d7.loss_dice": 0.71173574924469, "decode.d8.loss_cls": 0.38863714449107645, "decode.d8.loss_mask": 0.4941040650010109, "decode.d8.loss_dice": 0.7363020658493042, "time": 0.5864008903503418, "memory": 7204, "step": 132750}
{"lr": 2.029581390622051e-06, "data_time": 0.009537315368652344, "grad_norm": 98.20803298950196, "loss": 17.500914287567138, "decode.loss_cls": 0.2324637420475483, "decode.loss_mask": 0.5478539377450943, "decode.loss_dice": 0.7028529942035675, "decode.d0.loss_cls": 1.9972017288208008, "decode.d0.loss_mask": 0.5951660811901093, "decode.d0.loss_dice": 0.8513093590736389, "decode.d1.loss_cls": 0.519148288667202, "decode.d1.loss_mask": 0.541337975859642, "decode.d1.loss_dice": 0.7733375251293182, "decode.d2.loss_cls": 0.4175088956952095, "decode.d2.loss_mask": 0.5321591347455978, "decode.d2.loss_dice": 0.7459088295698166, "decode.d3.loss_cls": 0.2981475368142128, "decode.d3.loss_mask": 0.5479253828525543, "decode.d3.loss_dice": 0.7416235148906708, "decode.d4.loss_cls": 0.25797018259763715, "decode.d4.loss_mask": 0.544782617688179, "decode.d4.loss_dice": 0.7335659861564636, "decode.d5.loss_cls": 0.23383766189217567, "decode.d5.loss_mask": 0.5422387212514878, "decode.d5.loss_dice": 0.7066331803798676, "decode.d6.loss_cls": 0.24413738176226615, "decode.d6.loss_mask": 0.5442063480615615, "decode.d6.loss_dice": 0.7006561368703842, "decode.d7.loss_cls": 0.2207398682832718, "decode.d7.loss_mask": 0.543858714401722, "decode.d7.loss_dice": 0.7068705707788467, "decode.d8.loss_cls": 0.22153665646910667, "decode.d8.loss_mask": 0.5518828019499779, "decode.d8.loss_dice": 0.7040523409843444, "time": 0.5365697145462036, "memory": 7204, "step": 132800}
{"lr": 2.0262233184658095e-06, "data_time": 0.009392356872558594, "grad_norm": 96.43949661254882, "loss": 16.244200038909913, "decode.loss_cls": 0.2737256694585085, "decode.loss_mask": 0.4545130804181099, "decode.loss_dice": 0.6586380019783974, "decode.d0.loss_cls": 1.6774917364120483, "decode.d0.loss_mask": 0.4918469741940498, "decode.d0.loss_dice": 0.7747500538825989, "decode.d1.loss_cls": 0.4659206226468086, "decode.d1.loss_mask": 0.4717512339353561, "decode.d1.loss_dice": 0.7175837188959122, "decode.d2.loss_cls": 0.3741036090999842, "decode.d2.loss_mask": 0.4731247454881668, "decode.d2.loss_dice": 0.7394997358322144, "decode.d3.loss_cls": 0.3650169733911753, "decode.d3.loss_mask": 0.4648538649082184, "decode.d3.loss_dice": 0.6680021613836289, "decode.d4.loss_cls": 0.35108628049492835, "decode.d4.loss_mask": 0.4645749405026436, "decode.d4.loss_dice": 0.6908948943018913, "decode.d5.loss_cls": 0.3586251514032483, "decode.d5.loss_mask": 0.44172952473163607, "decode.d5.loss_dice": 0.6706879407167434, "decode.d6.loss_cls": 0.3261727914214134, "decode.d6.loss_mask": 0.4391062825918198, "decode.d6.loss_dice": 0.6434282898902893, "decode.d7.loss_cls": 0.28508965373039247, "decode.d7.loss_mask": 0.4510828107595444, "decode.d7.loss_dice": 0.6549524113535881, "decode.d8.loss_cls": 0.26246641762554646, "decode.d8.loss_mask": 0.46509308069944383, "decode.d8.loss_dice": 0.6683872014284133, "time": 0.5343651533126831, "memory": 7206, "step": 132850}
{"lr": 2.0228646278227556e-06, "data_time": 0.009495830535888672, "grad_norm": 79.46657752990723, "loss": 21.80451512336731, "decode.loss_cls": 0.5532810430973768, "decode.loss_mask": 0.6084272436797619, "decode.loss_dice": 0.8204801343381405, "decode.d0.loss_cls": 1.9497546195983886, "decode.d0.loss_mask": 0.6236878514289856, "decode.d0.loss_dice": 0.9347989343106746, "decode.d1.loss_cls": 0.6628699384629726, "decode.d1.loss_mask": 0.6011834621429444, "decode.d1.loss_dice": 0.8714277610182762, "decode.d2.loss_cls": 0.6358493253588676, "decode.d2.loss_mask": 0.618705390393734, "decode.d2.loss_dice": 0.848204930126667, "decode.d3.loss_cls": 0.6421492695808411, "decode.d3.loss_mask": 0.5807773046195507, "decode.d3.loss_dice": 0.8160287223756313, "decode.d4.loss_cls": 0.5807075291872025, "decode.d4.loss_mask": 0.5958009772002697, "decode.d4.loss_dice": 0.8111017629504204, "decode.d5.loss_cls": 0.6496840983629226, "decode.d5.loss_mask": 0.6010401487350464, "decode.d5.loss_dice": 0.8111574091017246, "decode.d6.loss_cls": 0.6198445562273264, "decode.d6.loss_mask": 0.5716813310980797, "decode.d6.loss_dice": 0.8012223556637764, "decode.d7.loss_cls": 0.5877193178981542, "decode.d7.loss_mask": 0.6006876453757286, "decode.d7.loss_dice": 0.8240158498287201, "decode.d8.loss_cls": 0.5531887911260128, "decode.d8.loss_mask": 0.6050467833876609, "decode.d8.loss_dice": 0.823990835249424, "time": 0.5328986644744873, "memory": 7225, "step": 132900}
{"lr": 2.0195053174375425e-06, "data_time": 0.00946500301361084, "grad_norm": 80.9334529876709, "loss": 21.07328872680664, "decode.loss_cls": 0.3012601509690285, "decode.loss_mask": 0.6256424382328987, "decode.loss_dice": 0.9142697006464005, "decode.d0.loss_cls": 1.9329615116119385, "decode.d0.loss_mask": 0.6994366109371185, "decode.d0.loss_dice": 1.0040883839130401, "decode.d1.loss_cls": 0.4916120067238808, "decode.d1.loss_mask": 0.6612467408180237, "decode.d1.loss_dice": 0.9851979285478591, "decode.d2.loss_cls": 0.43614425510168076, "decode.d2.loss_mask": 0.6527264684438705, "decode.d2.loss_dice": 0.9470182895660401, "decode.d3.loss_cls": 0.36004572957754133, "decode.d3.loss_mask": 0.6403883755207062, "decode.d3.loss_dice": 0.9500461667776108, "decode.d4.loss_cls": 0.41761610433459284, "decode.d4.loss_mask": 0.6393973812460899, "decode.d4.loss_dice": 0.8999031275510788, "decode.d5.loss_cls": 0.39602830111980436, "decode.d5.loss_mask": 0.6321061700582504, "decode.d5.loss_dice": 0.8942812800407409, "decode.d6.loss_cls": 0.3690274640917778, "decode.d6.loss_mask": 0.6304737567901612, "decode.d6.loss_dice": 0.8830223619937897, "decode.d7.loss_cls": 0.3379367798566818, "decode.d7.loss_mask": 0.627409639954567, "decode.d7.loss_dice": 0.8792168885469437, "decode.d8.loss_cls": 0.329222010076046, "decode.d8.loss_mask": 0.6288202553987503, "decode.d8.loss_dice": 0.9067419588565826, "time": 0.5354767084121704, "memory": 7260, "step": 132950}
{"lr": 2.0161453860499484e-06, "data_time": 0.00942978858947754, "grad_norm": 95.67281341552734, "loss": 21.706449222564697, "decode.loss_cls": 0.2777551732957363, "decode.loss_mask": 0.6221519649028778, "decode.loss_dice": 0.9659318923950195, "decode.d0.loss_cls": 2.0248215436935424, "decode.d0.loss_mask": 0.7417680233716964, "decode.d0.loss_dice": 1.1757417500019074, "decode.d1.loss_cls": 0.5723446168005466, "decode.d1.loss_mask": 0.6705570012331009, "decode.d1.loss_dice": 1.0863236725330352, "decode.d2.loss_cls": 0.4366255015134811, "decode.d2.loss_mask": 0.6494816273450852, "decode.d2.loss_dice": 1.0320630252361298, "decode.d3.loss_cls": 0.32687938809394834, "decode.d3.loss_mask": 0.6411433041095733, "decode.d3.loss_dice": 1.0063917815685273, "decode.d4.loss_cls": 0.2858708299696445, "decode.d4.loss_mask": 0.6374042510986329, "decode.d4.loss_dice": 1.0238189399242401, "decode.d5.loss_cls": 0.2736637867987156, "decode.d5.loss_mask": 0.6392305552959442, "decode.d5.loss_dice": 0.9929541945457458, "decode.d6.loss_cls": 0.2884353645145893, "decode.d6.loss_mask": 0.6276656508445739, "decode.d6.loss_dice": 0.9623040378093719, "decode.d7.loss_cls": 0.2621451459825039, "decode.d7.loss_mask": 0.6303952842950821, "decode.d7.loss_dice": 0.9816673219203949, "decode.d8.loss_cls": 0.28755230754613875, "decode.d8.loss_mask": 0.6225345283746719, "decode.d8.loss_dice": 0.9608279287815094, "time": 0.5352874517440795, "memory": 7219, "step": 133000}
{"lr": 2.0127848323948504e-06, "data_time": 0.009387922286987305, "grad_norm": 79.88770980834961, "loss": 18.52861566543579, "decode.loss_cls": 0.29935374595224856, "decode.loss_mask": 0.5286459863185883, "decode.loss_dice": 0.8072491824626923, "decode.d0.loss_cls": 1.8609920501708985, "decode.d0.loss_mask": 0.5758018791675568, "decode.d0.loss_dice": 0.97607923746109, "decode.d1.loss_cls": 0.47736010029911996, "decode.d1.loss_mask": 0.5253740519285202, "decode.d1.loss_dice": 0.8654709070920944, "decode.d2.loss_cls": 0.43785588070750237, "decode.d2.loss_mask": 0.5282416969537735, "decode.d2.loss_dice": 0.7911970019340515, "decode.d3.loss_cls": 0.3955657955259085, "decode.d3.loss_mask": 0.5256958812475204, "decode.d3.loss_dice": 0.7812736511230469, "decode.d4.loss_cls": 0.3460418712347746, "decode.d4.loss_mask": 0.5043430715799332, "decode.d4.loss_dice": 0.8047758966684342, "decode.d5.loss_cls": 0.34511199630796907, "decode.d5.loss_mask": 0.4992190092802048, "decode.d5.loss_dice": 0.773787921667099, "decode.d6.loss_cls": 0.31522207520902157, "decode.d6.loss_mask": 0.5081783771514893, "decode.d6.loss_dice": 0.7984491765499115, "decode.d7.loss_cls": 0.2848740445449948, "decode.d7.loss_mask": 0.5391561955213546, "decode.d7.loss_dice": 0.8283306568861007, "decode.d8.loss_cls": 0.25551996007561684, "decode.d8.loss_mask": 0.5321491241455079, "decode.d8.loss_dice": 0.8172994941473007, "time": 0.5345632314682007, "memory": 7227, "step": 133050}
{"lr": 2.0094236552021903e-06, "data_time": 0.00921781063079834, "grad_norm": 82.63267059326172, "loss": 24.779684448242186, "decode.loss_cls": 0.4298351690173149, "decode.loss_mask": 0.6567370921373368, "decode.loss_dice": 1.1158877730369567, "decode.d0.loss_cls": 2.076442098617554, "decode.d0.loss_mask": 0.7129316091537475, "decode.d0.loss_dice": 1.261920303106308, "decode.d1.loss_cls": 0.57232037037611, "decode.d1.loss_mask": 0.6711573034524918, "decode.d1.loss_dice": 1.1864276647567749, "decode.d2.loss_cls": 0.5566592290997505, "decode.d2.loss_mask": 0.669895938038826, "decode.d2.loss_dice": 1.1505900144577026, "decode.d3.loss_cls": 0.5448829516768455, "decode.d3.loss_mask": 0.6701165080070496, "decode.d3.loss_dice": 1.1006735682487487, "decode.d4.loss_cls": 0.5452511101961136, "decode.d4.loss_mask": 0.6681374400854111, "decode.d4.loss_dice": 1.1192135155200957, "decode.d5.loss_cls": 0.45574968233704566, "decode.d5.loss_mask": 0.6642996281385422, "decode.d5.loss_dice": 1.1350736796855927, "decode.d6.loss_cls": 0.5370801329612732, "decode.d6.loss_mask": 0.6666340529918671, "decode.d6.loss_dice": 1.1044509053230285, "decode.d7.loss_cls": 0.48181022331118584, "decode.d7.loss_mask": 0.6663175404071808, "decode.d7.loss_dice": 1.1218635082244872, "decode.d8.loss_cls": 0.4704417042434216, "decode.d8.loss_mask": 0.6587235182523727, "decode.d8.loss_dice": 1.1081605672836303, "time": 0.5348467350006103, "memory": 7264, "step": 133100}
{"lr": 2.0060618531969616e-06, "data_time": 0.009643054008483887, "grad_norm": 83.8717872619629, "loss": 21.142759132385255, "decode.loss_cls": 0.4100701577961445, "decode.loss_mask": 0.6746341198682785, "decode.loss_dice": 0.7999678209424019, "decode.d0.loss_cls": 1.9894688487052918, "decode.d0.loss_mask": 0.7654684275388718, "decode.d0.loss_dice": 0.9348582372069358, "decode.d1.loss_cls": 0.6115680202841759, "decode.d1.loss_mask": 0.7042868465185166, "decode.d1.loss_dice": 0.8500212281942368, "decode.d2.loss_cls": 0.5403514370322228, "decode.d2.loss_mask": 0.6833196699619293, "decode.d2.loss_dice": 0.8345790430903435, "decode.d3.loss_cls": 0.47283863723278047, "decode.d3.loss_mask": 0.6714169904589653, "decode.d3.loss_dice": 0.7943049401044846, "decode.d4.loss_cls": 0.44028967469930647, "decode.d4.loss_mask": 0.6812574490904808, "decode.d4.loss_dice": 0.7952039793133736, "decode.d5.loss_cls": 0.4117714434862137, "decode.d5.loss_mask": 0.6746192261576652, "decode.d5.loss_dice": 0.7900990530848503, "decode.d6.loss_cls": 0.41070786267519, "decode.d6.loss_mask": 0.6734044000506401, "decode.d6.loss_dice": 0.7877291277050972, "decode.d7.loss_cls": 0.3989910252392292, "decode.d7.loss_mask": 0.6715977340936661, "decode.d7.loss_dice": 0.8008788660168648, "decode.d8.loss_cls": 0.399133824557066, "decode.d8.loss_mask": 0.6690736502408982, "decode.d8.loss_dice": 0.8008469730615616, "time": 0.5353571653366089, "memory": 7227, "step": 133150}
{"lr": 2.0026994250991675e-06, "data_time": 0.009541654586791992, "grad_norm": 104.31326446533203, "loss": 19.001290798187256, "decode.loss_cls": 0.49437788166105745, "decode.loss_mask": 0.48058313727378843, "decode.loss_dice": 0.7342627059668303, "decode.d0.loss_cls": 1.8584057807922363, "decode.d0.loss_mask": 0.541292405128479, "decode.d0.loss_dice": 0.877521350979805, "decode.d1.loss_cls": 0.633061521500349, "decode.d1.loss_mask": 0.48393180072307584, "decode.d1.loss_dice": 0.7992680117487907, "decode.d2.loss_cls": 0.5507794424891472, "decode.d2.loss_mask": 0.48968733102083206, "decode.d2.loss_dice": 0.7581091795116663, "decode.d3.loss_cls": 0.4948139499872923, "decode.d3.loss_mask": 0.503835742175579, "decode.d3.loss_dice": 0.7547458659857511, "decode.d4.loss_cls": 0.5092379830777645, "decode.d4.loss_mask": 0.4972230359911919, "decode.d4.loss_dice": 0.7165215287357569, "decode.d5.loss_cls": 0.47457094602286815, "decode.d5.loss_mask": 0.4923731222748756, "decode.d5.loss_dice": 0.7414745904505253, "decode.d6.loss_cls": 0.5049416899681092, "decode.d6.loss_mask": 0.47887127101421356, "decode.d6.loss_dice": 0.71809605024755, "decode.d7.loss_cls": 0.4861004946753383, "decode.d7.loss_mask": 0.4739963307976723, "decode.d7.loss_dice": 0.7275097735226155, "decode.d8.loss_cls": 0.4941312652081251, "decode.d8.loss_mask": 0.4802986100316048, "decode.d8.loss_dice": 0.7512693997472525, "time": 0.5612695932388305, "memory": 7253, "step": 133200}
{"lr": 1.999336369623795e-06, "data_time": 0.009581446647644043, "grad_norm": 85.75821723937989, "loss": 24.983821868896484, "decode.loss_cls": 0.5462869986891746, "decode.loss_mask": 0.6658441722393036, "decode.loss_dice": 0.9792631149291993, "decode.d0.loss_cls": 2.3716456294059753, "decode.d0.loss_mask": 0.7306561887264251, "decode.d0.loss_dice": 1.1955857515335082, "decode.d1.loss_cls": 0.7633045673370361, "decode.d1.loss_mask": 0.701226282119751, "decode.d1.loss_dice": 1.1158441662788392, "decode.d2.loss_cls": 0.6145244531333447, "decode.d2.loss_mask": 0.6767229348421097, "decode.d2.loss_dice": 1.089167946577072, "decode.d3.loss_cls": 0.5936200350522995, "decode.d3.loss_mask": 0.6699391603469849, "decode.d3.loss_dice": 1.0289585888385773, "decode.d4.loss_cls": 0.608684691041708, "decode.d4.loss_mask": 0.6575637400150299, "decode.d4.loss_dice": 1.0024190366268158, "decode.d5.loss_cls": 0.5795144945383072, "decode.d5.loss_mask": 0.6588588893413544, "decode.d5.loss_dice": 0.9870205104351044, "decode.d6.loss_cls": 0.5969926334917546, "decode.d6.loss_mask": 0.6629160940647125, "decode.d6.loss_dice": 1.0145615339279175, "decode.d7.loss_cls": 0.5809930518269539, "decode.d7.loss_mask": 0.664919975399971, "decode.d7.loss_dice": 0.991234689950943, "decode.d8.loss_cls": 0.5365337885916233, "decode.d8.loss_mask": 0.6609948068857193, "decode.d8.loss_dice": 1.0380252182483674, "time": 0.5341491222381591, "memory": 7195, "step": 133250}
{"lr": 1.9959726854807856e-06, "data_time": 0.009304404258728027, "grad_norm": 95.92529945373535, "loss": 19.277102661132812, "decode.loss_cls": 0.44273470155894756, "decode.loss_mask": 0.5073413386940956, "decode.loss_dice": 0.7506868660449981, "decode.d0.loss_cls": 2.1876450538635255, "decode.d0.loss_mask": 0.574651899933815, "decode.d0.loss_dice": 0.874450645595789, "decode.d1.loss_cls": 0.575380665063858, "decode.d1.loss_mask": 0.5220790520310402, "decode.d1.loss_dice": 0.821217704564333, "decode.d2.loss_cls": 0.5240943394601345, "decode.d2.loss_mask": 0.5020667493343354, "decode.d2.loss_dice": 0.767032279074192, "decode.d3.loss_cls": 0.47497588470578195, "decode.d3.loss_mask": 0.4887407600879669, "decode.d3.loss_dice": 0.7543605476617813, "decode.d4.loss_cls": 0.47739486694335936, "decode.d4.loss_mask": 0.503303799033165, "decode.d4.loss_dice": 0.7571008495986462, "decode.d5.loss_cls": 0.39975294917821885, "decode.d5.loss_mask": 0.5093849822878838, "decode.d5.loss_dice": 0.7678914576768875, "decode.d6.loss_cls": 0.44777471795678137, "decode.d6.loss_mask": 0.5062618151307106, "decode.d6.loss_dice": 0.7613399043679238, "decode.d7.loss_cls": 0.4320852570235729, "decode.d7.loss_mask": 0.5025978341698647, "decode.d7.loss_dice": 0.7551685340702534, "decode.d8.loss_cls": 0.4287009920924902, "decode.d8.loss_mask": 0.5071140915155411, "decode.d8.loss_dice": 0.7537721581757069, "time": 0.5585966825485229, "memory": 7215, "step": 133300}
{"lr": 1.9926083713750083e-06, "data_time": 0.009242510795593262, "grad_norm": 85.66145706176758, "loss": 24.870048141479494, "decode.loss_cls": 0.4242877520620823, "decode.loss_mask": 0.7188573449850082, "decode.loss_dice": 1.0618481904268264, "decode.d0.loss_cls": 2.0435065031051636, "decode.d0.loss_mask": 0.8185159683227539, "decode.d0.loss_dice": 1.214842250943184, "decode.d1.loss_cls": 0.6095311671495438, "decode.d1.loss_mask": 0.7937298834323883, "decode.d1.loss_dice": 1.17045938372612, "decode.d2.loss_cls": 0.5825323089957237, "decode.d2.loss_mask": 0.7463842153549194, "decode.d2.loss_dice": 1.1319153487682343, "decode.d3.loss_cls": 0.551985590159893, "decode.d3.loss_mask": 0.7183891773223877, "decode.d3.loss_dice": 1.0619754195213318, "decode.d4.loss_cls": 0.5061994329094887, "decode.d4.loss_mask": 0.7192312717437744, "decode.d4.loss_dice": 1.071016550064087, "decode.d5.loss_cls": 0.5164417572319507, "decode.d5.loss_mask": 0.7198416441679001, "decode.d5.loss_dice": 1.070778524875641, "decode.d6.loss_cls": 0.39578136429190636, "decode.d6.loss_mask": 0.725874838232994, "decode.d6.loss_dice": 1.041519570350647, "decode.d7.loss_cls": 0.4075829666107893, "decode.d7.loss_mask": 0.7384016275405884, "decode.d7.loss_dice": 1.0611278295516968, "decode.d8.loss_cls": 0.43741823025047777, "decode.d8.loss_mask": 0.72387855052948, "decode.d8.loss_dice": 1.0861929476261138, "time": 0.5316840410232544, "memory": 7225, "step": 133350}
{"lr": 1.989243426006231e-06, "data_time": 0.00929265022277832, "grad_norm": 88.52745552062989, "loss": 18.500687408447266, "decode.loss_cls": 0.2736575655639172, "decode.loss_mask": 0.5760499373078346, "decode.loss_dice": 0.7219080835580826, "decode.d0.loss_cls": 1.916062581539154, "decode.d0.loss_mask": 0.6474294126033783, "decode.d0.loss_dice": 0.8787655621767044, "decode.d1.loss_cls": 0.44017805755138395, "decode.d1.loss_mask": 0.6156706511974335, "decode.d1.loss_dice": 0.8248837202787399, "decode.d2.loss_cls": 0.42131574377417563, "decode.d2.loss_mask": 0.5887976422905922, "decode.d2.loss_dice": 0.7597352355718613, "decode.d3.loss_cls": 0.3185306988656521, "decode.d3.loss_mask": 0.6064694419503212, "decode.d3.loss_dice": 0.7496905446052551, "decode.d4.loss_cls": 0.32349900230765344, "decode.d4.loss_mask": 0.6193157568573951, "decode.d4.loss_dice": 0.7694246292114257, "decode.d5.loss_cls": 0.29205065295100213, "decode.d5.loss_mask": 0.6121012717485428, "decode.d5.loss_dice": 0.7734129101037979, "decode.d6.loss_cls": 0.26030428782105447, "decode.d6.loss_mask": 0.6033663332462311, "decode.d6.loss_dice": 0.7587997108697891, "decode.d7.loss_cls": 0.2907104454934597, "decode.d7.loss_mask": 0.5767627134919167, "decode.d7.loss_dice": 0.7191917300224304, "decode.d8.loss_cls": 0.240193035826087, "decode.d8.loss_mask": 0.5817395851016045, "decode.d8.loss_dice": 0.7406706720590591, "time": 0.5330842733383179, "memory": 7233, "step": 133400}
{"lr": 1.9858778480690836e-06, "data_time": 0.009006118774414063, "grad_norm": 83.34760246276855, "loss": 19.978604745864867, "decode.loss_cls": 0.3186954475939274, "decode.loss_mask": 0.5558408051729202, "decode.loss_dice": 0.8191103115677834, "decode.d0.loss_cls": 1.9788688480854035, "decode.d0.loss_mask": 0.6188334286212921, "decode.d0.loss_dice": 1.0187399938702584, "decode.d1.loss_cls": 0.61068125218153, "decode.d1.loss_mask": 0.5628292441368103, "decode.d1.loss_dice": 0.9490482866764068, "decode.d2.loss_cls": 0.5712676897644997, "decode.d2.loss_mask": 0.5566530257463456, "decode.d2.loss_dice": 0.8940931499004364, "decode.d3.loss_cls": 0.4240808576345444, "decode.d3.loss_mask": 0.5419298559427261, "decode.d3.loss_dice": 0.8675332993268967, "decode.d4.loss_cls": 0.3826526917517185, "decode.d4.loss_mask": 0.551000663638115, "decode.d4.loss_dice": 0.8794155299663544, "decode.d5.loss_cls": 0.3185597024857998, "decode.d5.loss_mask": 0.5566455230116845, "decode.d5.loss_dice": 0.852398869395256, "decode.d6.loss_cls": 0.3472217995673418, "decode.d6.loss_mask": 0.5343597307801247, "decode.d6.loss_dice": 0.8318656504154205, "decode.d7.loss_cls": 0.34834093153476714, "decode.d7.loss_mask": 0.5436136722564697, "decode.d7.loss_dice": 0.8459966570138931, "decode.d8.loss_cls": 0.31305327750742434, "decode.d8.loss_mask": 0.5546687185764313, "decode.d8.loss_dice": 0.8306053698062896, "time": 0.5317711591720581, "memory": 7227, "step": 133450}
{"lr": 1.982511636253037e-06, "data_time": 0.0092695951461792, "grad_norm": 105.75233993530273, "loss": 19.106536412239073, "decode.loss_cls": 0.4180743649601936, "decode.loss_mask": 0.5152026571333408, "decode.loss_dice": 0.7628778029233217, "decode.d0.loss_cls": 1.7584065198898315, "decode.d0.loss_mask": 0.5607884876430035, "decode.d0.loss_dice": 0.9217876270413399, "decode.d1.loss_cls": 0.5631911458447576, "decode.d1.loss_mask": 0.5210494667291641, "decode.d1.loss_dice": 0.867775860056281, "decode.d2.loss_cls": 0.47224637810140846, "decode.d2.loss_mask": 0.518428160995245, "decode.d2.loss_dice": 0.8546327810734511, "decode.d3.loss_cls": 0.4004298897460103, "decode.d3.loss_mask": 0.5149793826043606, "decode.d3.loss_dice": 0.813470010459423, "decode.d4.loss_cls": 0.40326340198516847, "decode.d4.loss_mask": 0.525556356459856, "decode.d4.loss_dice": 0.8275666475296021, "decode.d5.loss_cls": 0.4336425382643938, "decode.d5.loss_mask": 0.5028480485081672, "decode.d5.loss_dice": 0.7955622747540474, "decode.d6.loss_cls": 0.4302986402064562, "decode.d6.loss_mask": 0.5018765941262245, "decode.d6.loss_dice": 0.8043267384171486, "decode.d7.loss_cls": 0.41198954321444037, "decode.d7.loss_mask": 0.49952405095100405, "decode.d7.loss_dice": 0.7889313161373138, "decode.d8.loss_cls": 0.46245079543441536, "decode.d8.loss_mask": 0.4972949489951134, "decode.d8.loss_dice": 0.7580652814358473, "time": 0.5343842744827271, "memory": 7214, "step": 133500}
{"lr": 1.9791447892423658e-06, "data_time": 0.009455633163452149, "grad_norm": 111.26596794128417, "loss": 19.211078071594237, "decode.loss_cls": 0.2661486674100161, "decode.loss_mask": 0.5482782989740371, "decode.loss_dice": 0.8231530398130417, "decode.d0.loss_cls": 1.990679132938385, "decode.d0.loss_mask": 0.6386713981628418, "decode.d0.loss_dice": 0.9678746134042739, "decode.d1.loss_cls": 0.5105657666921616, "decode.d1.loss_mask": 0.588198921084404, "decode.d1.loss_dice": 0.9036427646875381, "decode.d2.loss_cls": 0.4491521157324314, "decode.d2.loss_mask": 0.5723196893930436, "decode.d2.loss_dice": 0.8669603705406189, "decode.d3.loss_cls": 0.33250856027007103, "decode.d3.loss_mask": 0.5629085808992386, "decode.d3.loss_dice": 0.8539704859256745, "decode.d4.loss_cls": 0.3209404766559601, "decode.d4.loss_mask": 0.5609491527080536, "decode.d4.loss_dice": 0.8394389688968659, "decode.d5.loss_cls": 0.277684785053134, "decode.d5.loss_mask": 0.5552210330963134, "decode.d5.loss_dice": 0.830743619799614, "decode.d6.loss_cls": 0.2678582280874252, "decode.d6.loss_mask": 0.5486774742603302, "decode.d6.loss_dice": 0.8254645824432373, "decode.d7.loss_cls": 0.2636327974498272, "decode.d7.loss_mask": 0.5499737799167633, "decode.d7.loss_dice": 0.8308805853128434, "decode.d8.loss_cls": 0.3074586264789104, "decode.d8.loss_mask": 0.5459241032600403, "decode.d8.loss_dice": 0.8111977219581604, "time": 0.533838152885437, "memory": 7243, "step": 133550}
{"lr": 1.975777305716126e-06, "data_time": 0.00932011604309082, "grad_norm": 87.84146194458008, "loss": 18.401993799209595, "decode.loss_cls": 0.24041521474719046, "decode.loss_mask": 0.5508356064558029, "decode.loss_dice": 0.7404928892850876, "decode.d0.loss_cls": 2.0865890860557554, "decode.d0.loss_mask": 0.5914761126041412, "decode.d0.loss_dice": 0.9679957821965217, "decode.d1.loss_cls": 0.5114592928439379, "decode.d1.loss_mask": 0.6076614022254944, "decode.d1.loss_dice": 0.8777563333511352, "decode.d2.loss_cls": 0.4257237371057272, "decode.d2.loss_mask": 0.5616187795996666, "decode.d2.loss_dice": 0.7740824416279792, "decode.d3.loss_cls": 0.3209901560097933, "decode.d3.loss_mask": 0.5513061806559563, "decode.d3.loss_dice": 0.745492747426033, "decode.d4.loss_cls": 0.3088290948420763, "decode.d4.loss_mask": 0.5439541727304459, "decode.d4.loss_dice": 0.7522105127573013, "decode.d5.loss_cls": 0.3462686322629452, "decode.d5.loss_mask": 0.5231573462486268, "decode.d5.loss_dice": 0.7520326465368271, "decode.d6.loss_cls": 0.28432599641382694, "decode.d6.loss_mask": 0.5439310640096664, "decode.d6.loss_dice": 0.7287694305181504, "decode.d7.loss_cls": 0.25175214633345605, "decode.d7.loss_mask": 0.5410179734230042, "decode.d7.loss_dice": 0.7400298833847045, "decode.d8.loss_cls": 0.284395644441247, "decode.d8.loss_mask": 0.5115404993295669, "decode.d8.loss_dice": 0.7358835116028786, "time": 0.5611485242843628, "memory": 7197, "step": 133600}
{"lr": 1.9724091843481147e-06, "data_time": 0.009684062004089356, "grad_norm": 94.53188285827636, "loss": 19.84330196380615, "decode.loss_cls": 0.352093219012022, "decode.loss_mask": 0.6319187462329865, "decode.loss_dice": 0.7152995675802231, "decode.d0.loss_cls": 2.122253954410553, "decode.d0.loss_mask": 0.7570974618196488, "decode.d0.loss_dice": 0.8666989535093308, "decode.d1.loss_cls": 0.5953978881239891, "decode.d1.loss_mask": 0.6667373061180115, "decode.d1.loss_dice": 0.7692551136016845, "decode.d2.loss_cls": 0.5254612788558006, "decode.d2.loss_mask": 0.6547861009836197, "decode.d2.loss_dice": 0.7243420004844665, "decode.d3.loss_cls": 0.4251751616597176, "decode.d3.loss_mask": 0.6456525951623917, "decode.d3.loss_dice": 0.7187308102846146, "decode.d4.loss_cls": 0.40024062618613243, "decode.d4.loss_mask": 0.638996297121048, "decode.d4.loss_dice": 0.7191567361354828, "decode.d5.loss_cls": 0.37537232264876363, "decode.d5.loss_mask": 0.635297355055809, "decode.d5.loss_dice": 0.7251505255699158, "decode.d6.loss_cls": 0.36806906685233115, "decode.d6.loss_mask": 0.6415587514638901, "decode.d6.loss_dice": 0.7288413733243942, "decode.d7.loss_cls": 0.3709882780909538, "decode.d7.loss_mask": 0.631439009308815, "decode.d7.loss_dice": 0.7208161741495133, "decode.d8.loss_cls": 0.3820325702428818, "decode.d8.loss_mask": 0.635190749168396, "decode.d8.loss_dice": 0.69925297498703, "time": 0.5340089082717896, "memory": 7262, "step": 133650}
{"lr": 1.969040423806846e-06, "data_time": 0.00958235263824463, "grad_norm": 96.28414382934571, "loss": 25.06039686203003, "decode.loss_cls": 0.5602940261363983, "decode.loss_mask": 0.600351870059967, "decode.loss_dice": 0.9940381169319152, "decode.d0.loss_cls": 2.2687339186668396, "decode.d0.loss_mask": 0.6602932959794998, "decode.d0.loss_dice": 1.1846662759780884, "decode.d1.loss_cls": 0.7845253333449363, "decode.d1.loss_mask": 0.676673623919487, "decode.d1.loss_dice": 1.1153187215328217, "decode.d2.loss_cls": 0.7491232685744762, "decode.d2.loss_mask": 0.6250157535076142, "decode.d2.loss_dice": 1.064807540178299, "decode.d3.loss_cls": 0.7122655522078276, "decode.d3.loss_mask": 0.6023878723382949, "decode.d3.loss_dice": 1.0274068027734757, "decode.d4.loss_cls": 0.8048460796475411, "decode.d4.loss_mask": 0.609045433998108, "decode.d4.loss_dice": 1.0132923662662505, "decode.d5.loss_cls": 0.7123970683664084, "decode.d5.loss_mask": 0.609734034538269, "decode.d5.loss_dice": 1.0182481467723847, "decode.d6.loss_cls": 0.6664317682385444, "decode.d6.loss_mask": 0.5915691494941712, "decode.d6.loss_dice": 1.014277955889702, "decode.d7.loss_cls": 0.6041613601148128, "decode.d7.loss_mask": 0.602346134185791, "decode.d7.loss_dice": 0.9880281776189804, "decode.d8.loss_cls": 0.5735607508569955, "decode.d8.loss_mask": 0.6065485864877701, "decode.d8.loss_dice": 1.0200066328048707, "time": 0.535881233215332, "memory": 7209, "step": 133700}
{"lr": 1.9656710227555146e-06, "data_time": 0.009418344497680664, "grad_norm": 87.87662048339844, "loss": 21.26138162612915, "decode.loss_cls": 0.30015152171254156, "decode.loss_mask": 0.6294986128807067, "decode.loss_dice": 0.9500490963459015, "decode.d0.loss_cls": 2.1021546602249144, "decode.d0.loss_mask": 0.7108151644468308, "decode.d0.loss_dice": 1.066983515024185, "decode.d1.loss_cls": 0.47486800104379656, "decode.d1.loss_mask": 0.6594525516033173, "decode.d1.loss_dice": 1.0184963405132295, "decode.d2.loss_cls": 0.3947207808494568, "decode.d2.loss_mask": 0.6396085739135742, "decode.d2.loss_dice": 0.9515170753002167, "decode.d3.loss_cls": 0.35456414744257925, "decode.d3.loss_mask": 0.6394195437431336, "decode.d3.loss_dice": 0.9474981904029847, "decode.d4.loss_cls": 0.32446390241384504, "decode.d4.loss_mask": 0.6396359115839004, "decode.d4.loss_dice": 0.9494640529155731, "decode.d5.loss_cls": 0.31615086160600187, "decode.d5.loss_mask": 0.6354052782058716, "decode.d5.loss_dice": 0.9071481585502624, "decode.d6.loss_cls": 0.34156344793736937, "decode.d6.loss_mask": 0.6276551336050034, "decode.d6.loss_dice": 0.9040472328662872, "decode.d7.loss_cls": 0.3563275936990976, "decode.d7.loss_mask": 0.6293834298849106, "decode.d7.loss_dice": 0.9308313310146332, "decode.d8.loss_cls": 0.30498616471886636, "decode.d8.loss_mask": 0.6238973051309585, "decode.d8.loss_dice": 0.930622911453247, "time": 0.5331021070480346, "memory": 7189, "step": 133750}
{"lr": 1.962300979851975e-06, "data_time": 0.009374570846557618, "grad_norm": 93.0945556640625, "loss": 22.383569526672364, "decode.loss_cls": 0.4022815588861704, "decode.loss_mask": 0.7054606139659881, "decode.loss_dice": 0.8836634427309036, "decode.d0.loss_cls": 2.0062343895435335, "decode.d0.loss_mask": 0.7150017082691192, "decode.d0.loss_dice": 1.0860407531261445, "decode.d1.loss_cls": 0.6220511451363564, "decode.d1.loss_mask": 0.7223916530609131, "decode.d1.loss_dice": 0.9548885017633438, "decode.d2.loss_cls": 0.5546584784984588, "decode.d2.loss_mask": 0.6939326345920562, "decode.d2.loss_dice": 0.9257463365793228, "decode.d3.loss_cls": 0.5256479170173407, "decode.d3.loss_mask": 0.6663837373256684, "decode.d3.loss_dice": 0.8825199693441391, "decode.d4.loss_cls": 0.4708730444312096, "decode.d4.loss_mask": 0.7004014074802398, "decode.d4.loss_dice": 0.8816108614206314, "decode.d5.loss_cls": 0.4208973564207554, "decode.d5.loss_mask": 0.688290712237358, "decode.d5.loss_dice": 0.8919089615345002, "decode.d6.loss_cls": 0.4134761419147253, "decode.d6.loss_mask": 0.7125687956809997, "decode.d6.loss_dice": 0.8961724102497101, "decode.d7.loss_cls": 0.3945824671536684, "decode.d7.loss_mask": 0.7015087395906449, "decode.d7.loss_dice": 0.8799012392759323, "decode.d8.loss_cls": 0.39538540318608284, "decode.d8.loss_mask": 0.7040531873703003, "decode.d8.loss_dice": 0.8850360482931137, "time": 0.5361034154891968, "memory": 7216, "step": 133800}
{"lr": 1.9589302937486938e-06, "data_time": 0.009266996383666992, "grad_norm": 82.06285667419434, "loss": 15.24181146621704, "decode.loss_cls": 0.4150805532932281, "decode.loss_mask": 0.3461280480027199, "decode.loss_dice": 0.541337913274765, "decode.d0.loss_cls": 1.8722171187400818, "decode.d0.loss_mask": 0.40356368869543074, "decode.d0.loss_dice": 0.7024681776762008, "decode.d1.loss_cls": 0.6083108991384506, "decode.d1.loss_mask": 0.3686241790652275, "decode.d1.loss_dice": 0.6176839947700501, "decode.d2.loss_cls": 0.5375861957669258, "decode.d2.loss_mask": 0.36362884640693666, "decode.d2.loss_dice": 0.6234828054904937, "decode.d3.loss_cls": 0.3832465961575508, "decode.d3.loss_mask": 0.3787819340825081, "decode.d3.loss_dice": 0.575043785572052, "decode.d4.loss_cls": 0.4144764877855778, "decode.d4.loss_mask": 0.3590319469571114, "decode.d4.loss_dice": 0.5950342953205109, "decode.d5.loss_cls": 0.32413641214370725, "decode.d5.loss_mask": 0.3746855229139328, "decode.d5.loss_dice": 0.5859123826026916, "decode.d6.loss_cls": 0.36925031095743177, "decode.d6.loss_mask": 0.3505444213747978, "decode.d6.loss_dice": 0.5648218423128128, "decode.d7.loss_cls": 0.366827342659235, "decode.d7.loss_mask": 0.346339125931263, "decode.d7.loss_dice": 0.5554076999425888, "decode.d8.loss_cls": 0.3866613179445267, "decode.d8.loss_mask": 0.34922233074903486, "decode.d8.loss_dice": 0.5622758358716965, "time": 0.5845727443695068, "memory": 7282, "step": 133850}
{"lr": 1.9555589630927318e-06, "data_time": 0.009083437919616699, "grad_norm": 93.81900672912597, "loss": 21.439520359039307, "decode.loss_cls": 0.3512332566082478, "decode.loss_mask": 0.6347793310880661, "decode.loss_dice": 0.8822182863950729, "decode.d0.loss_cls": 2.1375144124031067, "decode.d0.loss_mask": 0.6894321858882904, "decode.d0.loss_dice": 1.093547636270523, "decode.d1.loss_cls": 0.6682344809174537, "decode.d1.loss_mask": 0.6638229727745056, "decode.d1.loss_dice": 0.952613016963005, "decode.d2.loss_cls": 0.4722930923104286, "decode.d2.loss_mask": 0.6412914752960205, "decode.d2.loss_dice": 0.9329108327627182, "decode.d3.loss_cls": 0.42203696221113207, "decode.d3.loss_mask": 0.6357141584157944, "decode.d3.loss_dice": 0.9058643788099289, "decode.d4.loss_cls": 0.3693577378988266, "decode.d4.loss_mask": 0.6331692978739738, "decode.d4.loss_dice": 0.9168000757694245, "decode.d5.loss_cls": 0.35522323921322824, "decode.d5.loss_mask": 0.6292712956666946, "decode.d5.loss_dice": 0.9116970479488373, "decode.d6.loss_cls": 0.3298421800136566, "decode.d6.loss_mask": 0.6231219947338105, "decode.d6.loss_dice": 0.899307131767273, "decode.d7.loss_cls": 0.3236110910773277, "decode.d7.loss_mask": 0.62140451669693, "decode.d7.loss_dice": 0.8859641224145889, "decode.d8.loss_cls": 0.3116512142121792, "decode.d8.loss_mask": 0.6323151633143425, "decode.d8.loss_dice": 0.9132782578468323, "time": 0.5368414878845215, "memory": 7236, "step": 133900}
{"lr": 1.952186986525702e-06, "data_time": 0.009142661094665527, "grad_norm": 93.71080589294434, "loss": 16.80305972099304, "decode.loss_cls": 0.33600912243127823, "decode.loss_mask": 0.5059872508049011, "decode.loss_dice": 0.6055686727166176, "decode.d0.loss_cls": 1.9258427143096923, "decode.d0.loss_mask": 0.5511783555150032, "decode.d0.loss_dice": 0.712867870926857, "decode.d1.loss_cls": 0.3781719088554382, "decode.d1.loss_mask": 0.5872644171118736, "decode.d1.loss_dice": 0.686648690700531, "decode.d2.loss_cls": 0.34114077389240266, "decode.d2.loss_mask": 0.5314705833792687, "decode.d2.loss_dice": 0.6673085108399391, "decode.d3.loss_cls": 0.36573625132441523, "decode.d3.loss_mask": 0.5107406944036483, "decode.d3.loss_dice": 0.6313511341810226, "decode.d4.loss_cls": 0.375320565700531, "decode.d4.loss_mask": 0.5135780915617942, "decode.d4.loss_dice": 0.6393328219652176, "decode.d5.loss_cls": 0.35004192516207694, "decode.d5.loss_mask": 0.5025769084692001, "decode.d5.loss_dice": 0.6270259767770767, "decode.d6.loss_cls": 0.38943789079785346, "decode.d6.loss_mask": 0.5092779740691185, "decode.d6.loss_dice": 0.5968685805797577, "decode.d7.loss_cls": 0.3757362488657236, "decode.d7.loss_mask": 0.5053487733006478, "decode.d7.loss_dice": 0.6068574696779251, "decode.d8.loss_cls": 0.3711970880627632, "decode.d8.loss_mask": 0.49965191781520846, "decode.d8.loss_dice": 0.6035207644104957, "time": 0.5598969459533691, "memory": 7196, "step": 133950}
{"lr": 1.948814362683747e-06, "data_time": 0.009354090690612793, "grad_norm": 81.65825424194335, "loss": 26.170295810699464, "decode.loss_cls": 0.46484921500086784, "decode.loss_mask": 0.6702531963586807, "decode.loss_dice": 1.2235228300094605, "decode.d0.loss_cls": 2.0500919818878174, "decode.d0.loss_mask": 0.7168932467699051, "decode.d0.loss_dice": 1.4644440174102784, "decode.d1.loss_cls": 0.6255550488829613, "decode.d1.loss_mask": 0.7294238358736038, "decode.d1.loss_dice": 1.3358574897050857, "decode.d2.loss_cls": 0.5108919356018304, "decode.d2.loss_mask": 0.7259396702051163, "decode.d2.loss_dice": 1.2994955003261566, "decode.d3.loss_cls": 0.47647381462156774, "decode.d3.loss_mask": 0.706252959370613, "decode.d3.loss_dice": 1.2409839808940888, "decode.d4.loss_cls": 0.4479549862444401, "decode.d4.loss_mask": 0.7047782480716706, "decode.d4.loss_dice": 1.2349665820598603, "decode.d5.loss_cls": 0.4416120138019323, "decode.d5.loss_mask": 0.6948492527008057, "decode.d5.loss_dice": 1.2443435966968537, "decode.d6.loss_cls": 0.5124498203396797, "decode.d6.loss_mask": 0.6930378079414368, "decode.d6.loss_dice": 1.2362845301628114, "decode.d7.loss_cls": 0.4552817314863205, "decode.d7.loss_mask": 0.675079083442688, "decode.d7.loss_dice": 1.2388398081064225, "decode.d8.loss_cls": 0.4537725441157818, "decode.d8.loss_mask": 0.6762744933366776, "decode.d8.loss_dice": 1.2198436677455902, "time": 0.5340680360794068, "memory": 7337, "step": 134000}
{"lr": 1.945441090197497e-06, "data_time": 0.009192848205566406, "grad_norm": 81.88209114074706, "loss": 28.734261894226073, "decode.loss_cls": 0.4820385552942753, "decode.loss_mask": 0.6378935426473618, "decode.loss_dice": 1.4159770429134368, "decode.d0.loss_cls": 2.336902916431427, "decode.d0.loss_mask": 0.7353327095508575, "decode.d0.loss_dice": 1.698591059446335, "decode.d1.loss_cls": 0.8392496295273304, "decode.d1.loss_mask": 0.6599801033735275, "decode.d1.loss_dice": 1.5617063105106355, "decode.d2.loss_cls": 0.6554237738251686, "decode.d2.loss_mask": 0.6787657737731934, "decode.d2.loss_dice": 1.531130164861679, "decode.d3.loss_cls": 0.5582585237920284, "decode.d3.loss_mask": 0.6584966063499451, "decode.d3.loss_dice": 1.422214925289154, "decode.d4.loss_cls": 0.5111902862787246, "decode.d4.loss_mask": 0.6584359467029571, "decode.d4.loss_dice": 1.447992640733719, "decode.d5.loss_cls": 0.4764002703130245, "decode.d5.loss_mask": 0.6691004425287247, "decode.d5.loss_dice": 1.404021644592285, "decode.d6.loss_cls": 0.5135340943932534, "decode.d6.loss_mask": 0.6701248824596405, "decode.d6.loss_dice": 1.4556902647018433, "decode.d7.loss_cls": 0.43893147483468054, "decode.d7.loss_mask": 0.6601330995559692, "decode.d7.loss_dice": 1.4474542140960693, "decode.d8.loss_cls": 0.4462713532149792, "decode.d8.loss_mask": 0.6553566604852676, "decode.d8.loss_dice": 1.407662844657898, "time": 0.5351195812225342, "memory": 7262, "step": 134050}
{"lr": 1.942067167692039e-06, "data_time": 0.00938410758972168, "grad_norm": 76.13440704345703, "loss": 21.878876972198487, "decode.loss_cls": 0.34003425389528275, "decode.loss_mask": 0.6061944842338562, "decode.loss_dice": 0.9597427129745484, "decode.d0.loss_cls": 2.1160400986671446, "decode.d0.loss_mask": 0.6784592598676682, "decode.d0.loss_dice": 1.209448516368866, "decode.d1.loss_cls": 0.5372913852334023, "decode.d1.loss_mask": 0.6356587916612625, "decode.d1.loss_dice": 1.0253448352217673, "decode.d2.loss_cls": 0.46573755145072937, "decode.d2.loss_mask": 0.6313827186822891, "decode.d2.loss_dice": 1.012083998322487, "decode.d3.loss_cls": 0.42507975846529006, "decode.d3.loss_mask": 0.632550197839737, "decode.d3.loss_dice": 0.9457935661077499, "decode.d4.loss_cls": 0.3943235814571381, "decode.d4.loss_mask": 0.6304158836603164, "decode.d4.loss_dice": 0.9586428567767143, "decode.d5.loss_cls": 0.4039063394069672, "decode.d5.loss_mask": 0.6236602663993835, "decode.d5.loss_dice": 0.9611157402396202, "decode.d6.loss_cls": 0.34319954365491867, "decode.d6.loss_mask": 0.6199734687805176, "decode.d6.loss_dice": 0.946866549551487, "decode.d7.loss_cls": 0.3237396150827408, "decode.d7.loss_mask": 0.6155433297157288, "decode.d7.loss_dice": 0.9471900358796119, "decode.d8.loss_cls": 0.3381122276186943, "decode.d8.loss_mask": 0.600153711438179, "decode.d8.loss_dice": 0.9511913225054741, "time": 0.5360745429992676, "memory": 7207, "step": 134100}
{"lr": 1.9386925937868922e-06, "data_time": 0.009614253044128418, "grad_norm": 85.94830589294433, "loss": 24.342788982391358, "decode.loss_cls": 0.5272856526076793, "decode.loss_mask": 0.5824790477752686, "decode.loss_dice": 1.0731542155146598, "decode.d0.loss_cls": 2.0666385650634767, "decode.d0.loss_mask": 0.6517739102244378, "decode.d0.loss_dice": 1.3872504383325577, "decode.d1.loss_cls": 0.6534280225634574, "decode.d1.loss_mask": 0.6697993725538254, "decode.d1.loss_dice": 1.230837132036686, "decode.d2.loss_cls": 0.5833991058170795, "decode.d2.loss_mask": 0.625482153892517, "decode.d2.loss_dice": 1.167460162192583, "decode.d3.loss_cls": 0.5332651816308498, "decode.d3.loss_mask": 0.6127574935555458, "decode.d3.loss_dice": 1.0757107757031918, "decode.d4.loss_cls": 0.4879059836268425, "decode.d4.loss_mask": 0.6160817950963974, "decode.d4.loss_dice": 1.1100675150752068, "decode.d5.loss_cls": 0.4957883104681969, "decode.d5.loss_mask": 0.6130433157086372, "decode.d5.loss_dice": 1.1025994576513767, "decode.d6.loss_cls": 0.5309081487357616, "decode.d6.loss_mask": 0.5989200457930565, "decode.d6.loss_dice": 1.0494436718523503, "decode.d7.loss_cls": 0.48306906744837763, "decode.d7.loss_mask": 0.6075616657733918, "decode.d7.loss_dice": 1.047336006909609, "decode.d8.loss_cls": 0.5025499761104584, "decode.d8.loss_mask": 0.5900909960269928, "decode.d8.loss_dice": 1.0667033299803734, "time": 0.5346043586730957, "memory": 7274, "step": 134150}
{"lr": 1.9353173670959624e-06, "data_time": 0.009798145294189453, "grad_norm": 92.63554306030274, "loss": 17.4270067691803, "decode.loss_cls": 0.31759769544005395, "decode.loss_mask": 0.5177745968103409, "decode.loss_dice": 0.65636046230793, "decode.d0.loss_cls": 1.8081399083137513, "decode.d0.loss_mask": 0.5744671732187271, "decode.d0.loss_dice": 0.7910837680101395, "decode.d1.loss_cls": 0.5250145614147186, "decode.d1.loss_mask": 0.5684118330478668, "decode.d1.loss_dice": 0.6865794122219085, "decode.d2.loss_cls": 0.43215060234069824, "decode.d2.loss_mask": 0.5446801111102104, "decode.d2.loss_dice": 0.6983203887939453, "decode.d3.loss_cls": 0.3910002760589123, "decode.d3.loss_mask": 0.5357921048998833, "decode.d3.loss_dice": 0.6802432119846344, "decode.d4.loss_cls": 0.34728055000305175, "decode.d4.loss_mask": 0.5467583447694778, "decode.d4.loss_dice": 0.6909299105405807, "decode.d5.loss_cls": 0.31198725476861, "decode.d5.loss_mask": 0.5491379588842392, "decode.d5.loss_dice": 0.6704397052526474, "decode.d6.loss_cls": 0.3255248159170151, "decode.d6.loss_mask": 0.5531738996505737, "decode.d6.loss_dice": 0.6591377168893814, "decode.d7.loss_cls": 0.3003570593893528, "decode.d7.loss_mask": 0.5530973210930824, "decode.d7.loss_dice": 0.6620722413063049, "decode.d8.loss_cls": 0.3136125460267067, "decode.d8.loss_mask": 0.5506567761301995, "decode.d8.loss_dice": 0.665223354101181, "time": 0.5340385437011719, "memory": 7225, "step": 134200}
{"lr": 1.931941486227515e-06, "data_time": 0.009452605247497558, "grad_norm": 81.90914382934571, "loss": 18.641781997680663, "decode.loss_cls": 0.2685806054621935, "decode.loss_mask": 0.6073741376399994, "decode.loss_dice": 0.7386257588863373, "decode.d0.loss_cls": 1.8739306569099425, "decode.d0.loss_mask": 0.6638961434364319, "decode.d0.loss_dice": 0.839135417342186, "decode.d1.loss_cls": 0.455208183079958, "decode.d1.loss_mask": 0.6322852045297622, "decode.d1.loss_dice": 0.8061475366353988, "decode.d2.loss_cls": 0.3615576222538948, "decode.d2.loss_mask": 0.6185720860958099, "decode.d2.loss_dice": 0.7650478184223175, "decode.d3.loss_cls": 0.3227250799536705, "decode.d3.loss_mask": 0.6168701201677322, "decode.d3.loss_dice": 0.7566498130559921, "decode.d4.loss_cls": 0.34219226874411107, "decode.d4.loss_mask": 0.6274314403533936, "decode.d4.loss_dice": 0.7539060354232788, "decode.d5.loss_cls": 0.3096779003739357, "decode.d5.loss_mask": 0.6181698918342591, "decode.d5.loss_dice": 0.7563613414764404, "decode.d6.loss_cls": 0.278735576197505, "decode.d6.loss_mask": 0.6121740251779556, "decode.d6.loss_dice": 0.7476361870765686, "decode.d7.loss_cls": 0.26846564896404745, "decode.d7.loss_mask": 0.621579286456108, "decode.d7.loss_dice": 0.7436795473098755, "decode.d8.loss_cls": 0.2790923314169049, "decode.d8.loss_mask": 0.6146049171686172, "decode.d8.loss_dice": 0.7414695411920548, "time": 0.5351057052612305, "memory": 7189, "step": 134250}
{"lr": 1.9285649497841415e-06, "data_time": 0.009499406814575196, "grad_norm": 102.66357421875, "loss": 18.757308530807496, "decode.loss_cls": 0.39655494038015604, "decode.loss_mask": 0.5115897119045257, "decode.loss_dice": 0.6880804643034935, "decode.d0.loss_cls": 1.9609845399856567, "decode.d0.loss_mask": 0.627332615852356, "decode.d0.loss_dice": 0.9187465280294418, "decode.d1.loss_cls": 0.6276745330542326, "decode.d1.loss_mask": 0.5744799137115478, "decode.d1.loss_dice": 0.8263891980051994, "decode.d2.loss_cls": 0.5357184801250696, "decode.d2.loss_mask": 0.5218693152070045, "decode.d2.loss_dice": 0.7534685164690018, "decode.d3.loss_cls": 0.4660137290135026, "decode.d3.loss_mask": 0.511255393922329, "decode.d3.loss_dice": 0.7340782150626183, "decode.d4.loss_cls": 0.4528389168903232, "decode.d4.loss_mask": 0.5143193393945694, "decode.d4.loss_dice": 0.7098314866423607, "decode.d5.loss_cls": 0.46170471627265214, "decode.d5.loss_mask": 0.5093426078557968, "decode.d5.loss_dice": 0.7095029875636101, "decode.d6.loss_cls": 0.39768567867577076, "decode.d6.loss_mask": 0.5000985145568848, "decode.d6.loss_dice": 0.6962358951568604, "decode.d7.loss_cls": 0.3885113725438714, "decode.d7.loss_mask": 0.4998071402311325, "decode.d7.loss_dice": 0.6761741757392883, "decode.d8.loss_cls": 0.3961338421329856, "decode.d8.loss_mask": 0.5034332156181336, "decode.d8.loss_dice": 0.6874533548951149, "time": 0.5344921112060547, "memory": 7242, "step": 134300}
{"lr": 1.925187756362721e-06, "data_time": 0.009558296203613282, "grad_norm": 94.09177093505859, "loss": 24.677377891540527, "decode.loss_cls": 0.5037291035056114, "decode.loss_mask": 0.6902979910373688, "decode.loss_dice": 1.0068126872181893, "decode.d0.loss_cls": 2.133419132232666, "decode.d0.loss_mask": 0.8170584350824356, "decode.d0.loss_dice": 1.265816017985344, "decode.d1.loss_cls": 0.5688601583242416, "decode.d1.loss_mask": 0.7652481466531753, "decode.d1.loss_dice": 1.123366504907608, "decode.d2.loss_cls": 0.4721465989947319, "decode.d2.loss_mask": 0.777858929336071, "decode.d2.loss_dice": 1.120517982542515, "decode.d3.loss_cls": 0.5411640971899032, "decode.d3.loss_mask": 0.7403160035610199, "decode.d3.loss_dice": 1.0618248730897903, "decode.d4.loss_cls": 0.48271296694874766, "decode.d4.loss_mask": 0.7262752741575241, "decode.d4.loss_dice": 1.0766482785344125, "decode.d5.loss_cls": 0.4551394246518612, "decode.d5.loss_mask": 0.6893516555428505, "decode.d5.loss_dice": 1.0457717910408975, "decode.d6.loss_cls": 0.5027650371193886, "decode.d6.loss_mask": 0.7033708333969116, "decode.d6.loss_dice": 1.0022095873951913, "decode.d7.loss_cls": 0.4874192863702774, "decode.d7.loss_mask": 0.7068925246596336, "decode.d7.loss_dice": 1.0208162724971772, "decode.d8.loss_cls": 0.4616154424846172, "decode.d8.loss_mask": 0.7016977965831757, "decode.d8.loss_dice": 1.0262545764446258, "time": 0.5603448867797851, "memory": 7187, "step": 134350}
{"lr": 1.9218099045543897e-06, "data_time": 0.009378719329833984, "grad_norm": 96.35601348876953, "loss": 20.849394512176513, "decode.loss_cls": 0.3418940924108028, "decode.loss_mask": 0.5650428175926209, "decode.loss_dice": 0.8631209760904313, "decode.d0.loss_cls": 1.967820656299591, "decode.d0.loss_mask": 0.6537264287471771, "decode.d0.loss_dice": 0.9991017997264862, "decode.d1.loss_cls": 0.6566039577126503, "decode.d1.loss_mask": 0.6158364921808243, "decode.d1.loss_dice": 0.9181529566645622, "decode.d2.loss_cls": 0.5768089532852173, "decode.d2.loss_mask": 0.6076349377632141, "decode.d2.loss_dice": 0.8737536013126374, "decode.d3.loss_cls": 0.4504765048623085, "decode.d3.loss_mask": 0.6017017781734466, "decode.d3.loss_dice": 0.8809904798865318, "decode.d4.loss_cls": 0.4161870613694191, "decode.d4.loss_mask": 0.6045119822025299, "decode.d4.loss_dice": 0.8631109029054642, "decode.d5.loss_cls": 0.43429701700806617, "decode.d5.loss_mask": 0.5748983800411225, "decode.d5.loss_dice": 0.8769828706979752, "decode.d6.loss_cls": 0.4253511898219585, "decode.d6.loss_mask": 0.565989688038826, "decode.d6.loss_dice": 0.8463179707527161, "decode.d7.loss_cls": 0.4304799184203148, "decode.d7.loss_mask": 0.5668853133916855, "decode.d7.loss_dice": 0.843892677128315, "decode.d8.loss_cls": 0.39825863763689995, "decode.d8.loss_mask": 0.568605723977089, "decode.d8.loss_dice": 0.8609582394361496, "time": 0.5597062587738038, "memory": 7257, "step": 134400}
{"lr": 1.9184313929445066e-06, "data_time": 0.009214949607849122, "grad_norm": 99.98411865234375, "loss": 20.961001682281495, "decode.loss_cls": 0.3854860864579678, "decode.loss_mask": 0.5742183268070221, "decode.loss_dice": 0.8612651437520981, "decode.d0.loss_cls": 2.0817012906074526, "decode.d0.loss_mask": 0.6646313726902008, "decode.d0.loss_dice": 1.058873814344406, "decode.d1.loss_cls": 0.5399815917015076, "decode.d1.loss_mask": 0.6089622631669045, "decode.d1.loss_dice": 0.9724096953868866, "decode.d2.loss_cls": 0.5391499742865562, "decode.d2.loss_mask": 0.5881650254130364, "decode.d2.loss_dice": 0.8814060062170028, "decode.d3.loss_cls": 0.5151868276298046, "decode.d3.loss_mask": 0.5886492073535919, "decode.d3.loss_dice": 0.8725803583860398, "decode.d4.loss_cls": 0.4504646874964237, "decode.d4.loss_mask": 0.5849403336644172, "decode.d4.loss_dice": 0.879000523686409, "decode.d5.loss_cls": 0.4121913596987724, "decode.d5.loss_mask": 0.5751029342412949, "decode.d5.loss_dice": 0.8768919408321381, "decode.d6.loss_cls": 0.38468238338828087, "decode.d6.loss_mask": 0.5742706537246705, "decode.d6.loss_dice": 0.8692647993564606, "decode.d7.loss_cls": 0.3587168537080288, "decode.d7.loss_mask": 0.5698456063866615, "decode.d7.loss_dice": 0.8641730427742005, "decode.d8.loss_cls": 0.38201179206371305, "decode.d8.loss_mask": 0.575856676697731, "decode.d8.loss_dice": 0.8709206461906434, "time": 0.5347430467605591, "memory": 7254, "step": 134450}
{"lr": 1.9150522201126113e-06, "data_time": 0.009430932998657226, "grad_norm": 93.3527816772461, "loss": 18.93431215286255, "decode.loss_cls": 0.35115194842219355, "decode.loss_mask": 0.6162866145372391, "decode.loss_dice": 0.7350728809833527, "decode.d0.loss_cls": 1.8210178017616272, "decode.d0.loss_mask": 0.6507797539234161, "decode.d0.loss_dice": 0.8845189869403839, "decode.d1.loss_cls": 0.4102127805352211, "decode.d1.loss_mask": 0.649235200881958, "decode.d1.loss_dice": 0.8075133770704269, "decode.d2.loss_cls": 0.298999460041523, "decode.d2.loss_mask": 0.6501696974039077, "decode.d2.loss_dice": 0.7914984464645386, "decode.d3.loss_cls": 0.35765995755791663, "decode.d3.loss_mask": 0.6197132140398025, "decode.d3.loss_dice": 0.7681069672107697, "decode.d4.loss_cls": 0.342721538990736, "decode.d4.loss_mask": 0.6161556094884872, "decode.d4.loss_dice": 0.7456170499324799, "decode.d5.loss_cls": 0.3615551508963108, "decode.d5.loss_mask": 0.6201458841562271, "decode.d5.loss_dice": 0.7425633341073989, "decode.d6.loss_cls": 0.3772265911102295, "decode.d6.loss_mask": 0.6110388278961182, "decode.d6.loss_dice": 0.7355638712644577, "decode.d7.loss_cls": 0.33679193034768107, "decode.d7.loss_mask": 0.6189447104930877, "decode.d7.loss_dice": 0.7356795191764831, "decode.d8.loss_cls": 0.33299088552594186, "decode.d8.loss_mask": 0.6185699343681336, "decode.d8.loss_dice": 0.7268104732036591, "time": 0.5334957599639892, "memory": 7206, "step": 134500}
{"lr": 1.911672384632399e-06, "data_time": 0.00962669849395752, "grad_norm": 77.06485214233399, "loss": 20.558833599090576, "decode.loss_cls": 0.29524344950914383, "decode.loss_mask": 0.5294424176216126, "decode.loss_dice": 1.0023213058710099, "decode.d0.loss_cls": 1.7164937913417817, "decode.d0.loss_mask": 0.5871946811676025, "decode.d0.loss_dice": 1.1286664605140686, "decode.d1.loss_cls": 0.4140330135822296, "decode.d1.loss_mask": 0.5582340985536576, "decode.d1.loss_dice": 1.063638186454773, "decode.d2.loss_cls": 0.3793684273958206, "decode.d2.loss_mask": 0.5399643510580063, "decode.d2.loss_dice": 1.0316165268421174, "decode.d3.loss_cls": 0.37458165884017947, "decode.d3.loss_mask": 0.5491426199674606, "decode.d3.loss_dice": 1.039787194132805, "decode.d4.loss_cls": 0.3383431561291218, "decode.d4.loss_mask": 0.5485292106866837, "decode.d4.loss_dice": 1.021480679512024, "decode.d5.loss_cls": 0.3360964797437191, "decode.d5.loss_mask": 0.5225051701068878, "decode.d5.loss_dice": 1.0133671432733535, "decode.d6.loss_cls": 0.2617535419762135, "decode.d6.loss_mask": 0.577976468205452, "decode.d6.loss_dice": 1.028436341881752, "decode.d7.loss_cls": 0.29698596000671384, "decode.d7.loss_mask": 0.5285964787006379, "decode.d7.loss_dice": 1.0049365401268004, "decode.d8.loss_cls": 0.260311995446682, "decode.d8.loss_mask": 0.5826012820005417, "decode.d8.loss_dice": 1.0271849542856217, "time": 0.5568794012069702, "memory": 7218, "step": 134550}
{"lr": 1.908291885071679e-06, "data_time": 0.00956583023071289, "grad_norm": 90.81824989318848, "loss": 19.398075103759766, "decode.loss_cls": 0.28538769446313383, "decode.loss_mask": 0.4722919538617134, "decode.loss_dice": 0.8939022570848465, "decode.d0.loss_cls": 1.9938585042953492, "decode.d0.loss_mask": 0.5315264075994491, "decode.d0.loss_dice": 1.09244816750288, "decode.d1.loss_cls": 0.5280198641121387, "decode.d1.loss_mask": 0.5053410664200783, "decode.d1.loss_dice": 0.984461960196495, "decode.d2.loss_cls": 0.4012428537011147, "decode.d2.loss_mask": 0.4869395151734352, "decode.d2.loss_dice": 0.9997189939022064, "decode.d3.loss_cls": 0.37753733694553376, "decode.d3.loss_mask": 0.4773766681551933, "decode.d3.loss_dice": 0.9169910788536072, "decode.d4.loss_cls": 0.31255847923457625, "decode.d4.loss_mask": 0.48537740111351013, "decode.d4.loss_dice": 0.9100112423300744, "decode.d5.loss_cls": 0.30388770923018454, "decode.d5.loss_mask": 0.47696912586688994, "decode.d5.loss_dice": 0.9146852135658264, "decode.d6.loss_cls": 0.2877886720001698, "decode.d6.loss_mask": 0.47433014810085294, "decode.d6.loss_dice": 0.9180357113480568, "decode.d7.loss_cls": 0.32721018269658086, "decode.d7.loss_mask": 0.47443586140871047, "decode.d7.loss_dice": 0.8972575306892395, "decode.d8.loss_cls": 0.2693892467767, "decode.d8.loss_mask": 0.47781641930341723, "decode.d8.loss_dice": 0.9212774604558944, "time": 0.5611605882644654, "memory": 7236, "step": 134600}
{"lr": 1.904910719992336e-06, "data_time": 0.009617757797241212, "grad_norm": 97.67667236328126, "loss": 24.76056499481201, "decode.loss_cls": 0.5070367842912674, "decode.loss_mask": 0.589702171087265, "decode.loss_dice": 1.0590019881725312, "decode.d0.loss_cls": 1.9679691910743713, "decode.d0.loss_mask": 0.7082446068525314, "decode.d0.loss_dice": 1.3492033362388611, "decode.d1.loss_cls": 0.7531139045953751, "decode.d1.loss_mask": 0.6901386618614197, "decode.d1.loss_dice": 1.2175601780414582, "decode.d2.loss_cls": 0.7225572720170022, "decode.d2.loss_mask": 0.6107371270656585, "decode.d2.loss_dice": 1.1458045184612273, "decode.d3.loss_cls": 0.7337283387780189, "decode.d3.loss_mask": 0.5930707961320877, "decode.d3.loss_dice": 1.0822181940078734, "decode.d4.loss_cls": 0.587328165769577, "decode.d4.loss_mask": 0.5977637320756912, "decode.d4.loss_dice": 1.0858537316322328, "decode.d5.loss_cls": 0.5552626095712185, "decode.d5.loss_mask": 0.5945811122655869, "decode.d5.loss_dice": 1.067424339056015, "decode.d6.loss_cls": 0.5183613650500775, "decode.d6.loss_mask": 0.5942792385816574, "decode.d6.loss_dice": 1.0792322337627411, "decode.d7.loss_cls": 0.5113952770829201, "decode.d7.loss_mask": 0.5899122834205628, "decode.d7.loss_dice": 1.073860800266266, "decode.d8.loss_cls": 0.5297105744481087, "decode.d8.loss_mask": 0.585972061753273, "decode.d8.loss_dice": 1.0595402836799621, "time": 0.5353528261184692, "memory": 7265, "step": 134650}
{"lr": 1.9015288879502996e-06, "data_time": 0.0095566987991333, "grad_norm": 88.71877517700196, "loss": 17.351178646087646, "decode.loss_cls": 0.2812176361680031, "decode.loss_mask": 0.47808814495801927, "decode.loss_dice": 0.7217078149318695, "decode.d0.loss_cls": 1.8967376708984376, "decode.d0.loss_mask": 0.5025314360857009, "decode.d0.loss_dice": 0.8283516734838485, "decode.d1.loss_cls": 0.5111961148679256, "decode.d1.loss_mask": 0.5017182499170303, "decode.d1.loss_dice": 0.7624424248933792, "decode.d2.loss_cls": 0.4551201298832893, "decode.d2.loss_mask": 0.4796944260597229, "decode.d2.loss_dice": 0.7191160470247269, "decode.d3.loss_cls": 0.42302755191922187, "decode.d3.loss_mask": 0.48022662550210954, "decode.d3.loss_dice": 0.715472063422203, "decode.d4.loss_cls": 0.34256881177425386, "decode.d4.loss_mask": 0.48943693935871124, "decode.d4.loss_dice": 0.7356777310371398, "decode.d5.loss_cls": 0.35932929441332817, "decode.d5.loss_mask": 0.4697455450892448, "decode.d5.loss_dice": 0.7099570214748383, "decode.d6.loss_cls": 0.31214458793401717, "decode.d6.loss_mask": 0.47339806109666827, "decode.d6.loss_dice": 0.7047059059143066, "decode.d7.loss_cls": 0.28259452655911443, "decode.d7.loss_mask": 0.4850956827402115, "decode.d7.loss_dice": 0.71672722697258, "decode.d8.loss_cls": 0.288668292760849, "decode.d8.loss_mask": 0.48353644013404845, "decode.d8.loss_dice": 0.7409455090761184, "time": 0.5341387271881104, "memory": 7213, "step": 134700}
{"lr": 1.8981463874955063e-06, "data_time": 0.009474372863769532, "grad_norm": 100.5747314453125, "loss": 22.717405796051025, "decode.loss_cls": 0.3814178667962551, "decode.loss_mask": 0.5568776786327362, "decode.loss_dice": 1.0676738262176513, "decode.d0.loss_cls": 2.093827986717224, "decode.d0.loss_mask": 0.576005819439888, "decode.d0.loss_dice": 1.1776319205760957, "decode.d1.loss_cls": 0.6316424921154976, "decode.d1.loss_mask": 0.6003478795289994, "decode.d1.loss_dice": 1.1240798473358153, "decode.d2.loss_cls": 0.5295660555362701, "decode.d2.loss_mask": 0.5595983922481537, "decode.d2.loss_dice": 1.085591059923172, "decode.d3.loss_cls": 0.4749858841300011, "decode.d3.loss_mask": 0.5700716823339462, "decode.d3.loss_dice": 1.0676247656345368, "decode.d4.loss_cls": 0.49837611988186836, "decode.d4.loss_mask": 0.5609232991933822, "decode.d4.loss_dice": 1.0529728174209594, "decode.d5.loss_cls": 0.4188594721257687, "decode.d5.loss_mask": 0.5633401483297348, "decode.d5.loss_dice": 1.0681933104991912, "decode.d6.loss_cls": 0.41081129759550095, "decode.d6.loss_mask": 0.5558783829212188, "decode.d6.loss_dice": 1.0799002587795257, "decode.d7.loss_cls": 0.38299235701560974, "decode.d7.loss_mask": 0.5559594988822937, "decode.d7.loss_dice": 1.085932183265686, "decode.d8.loss_cls": 0.3698732778429985, "decode.d8.loss_mask": 0.545955353975296, "decode.d8.loss_dice": 1.0704957723617554, "time": 0.5631791353225708, "memory": 7215, "step": 134750}
{"lr": 1.8947632171718627e-06, "data_time": 0.009503936767578125, "grad_norm": 85.81382827758789, "loss": 24.153754425048827, "decode.loss_cls": 0.572024068236351, "decode.loss_mask": 0.6055718302726746, "decode.loss_dice": 1.033253039419651, "decode.d0.loss_cls": 1.8926747679710387, "decode.d0.loss_mask": 0.6896395102143288, "decode.d0.loss_dice": 1.2172502294182777, "decode.d1.loss_cls": 0.6796283721923828, "decode.d1.loss_mask": 0.6282377555966377, "decode.d1.loss_dice": 1.1071785882115364, "decode.d2.loss_cls": 0.6256057165563107, "decode.d2.loss_mask": 0.6142505690455436, "decode.d2.loss_dice": 1.0776777952909469, "decode.d3.loss_cls": 0.5920549936592578, "decode.d3.loss_mask": 0.623979103565216, "decode.d3.loss_dice": 1.0269576981663704, "decode.d4.loss_cls": 0.6311557434499264, "decode.d4.loss_mask": 0.6222569406032562, "decode.d4.loss_dice": 1.0395357429981231, "decode.d5.loss_cls": 0.5942222937941551, "decode.d5.loss_mask": 0.6115872681140899, "decode.d5.loss_dice": 1.0460712283849716, "decode.d6.loss_cls": 0.5658294878900051, "decode.d6.loss_mask": 0.604300007224083, "decode.d6.loss_dice": 1.0288975641131402, "decode.d7.loss_cls": 0.5776919946074486, "decode.d7.loss_mask": 0.6054924875497818, "decode.d7.loss_dice": 1.0202360212802888, "decode.d8.loss_cls": 0.5723973140120506, "decode.d8.loss_mask": 0.6074674293398857, "decode.d8.loss_dice": 1.04062859416008, "time": 0.5357954263687134, "memory": 7228, "step": 134800}
{"lr": 1.8913793755172058e-06, "data_time": 0.009557294845581054, "grad_norm": 92.3061294555664, "loss": 21.521934700012206, "decode.loss_cls": 0.3509335063397884, "decode.loss_mask": 0.5878286808729172, "decode.loss_dice": 0.9138856083154678, "decode.d0.loss_cls": 1.8610682845115663, "decode.d0.loss_mask": 0.6694733247160911, "decode.d0.loss_dice": 1.0961822897195816, "decode.d1.loss_cls": 0.5727086361497641, "decode.d1.loss_mask": 0.6164303809404373, "decode.d1.loss_dice": 1.014775151014328, "decode.d2.loss_cls": 0.5203217204660178, "decode.d2.loss_mask": 0.6124904185533524, "decode.d2.loss_dice": 0.9826536744832992, "decode.d3.loss_cls": 0.4473532123491168, "decode.d3.loss_mask": 0.6125277206301689, "decode.d3.loss_dice": 0.9753374785184861, "decode.d4.loss_cls": 0.39692528955638406, "decode.d4.loss_mask": 0.6023075997829437, "decode.d4.loss_dice": 0.9502264797687531, "decode.d5.loss_cls": 0.4230796601623297, "decode.d5.loss_mask": 0.6059879705309867, "decode.d5.loss_dice": 0.955237278342247, "decode.d6.loss_cls": 0.3732888882979751, "decode.d6.loss_mask": 0.6071739420294762, "decode.d6.loss_dice": 0.9478580117225647, "decode.d7.loss_cls": 0.40887860804796217, "decode.d7.loss_mask": 0.5970936834812164, "decode.d7.loss_dice": 0.927114850282669, "decode.d8.loss_cls": 0.3785337295383215, "decode.d8.loss_mask": 0.5855280250310898, "decode.d8.loss_dice": 0.9287307381629943, "time": 0.5373931407928467, "memory": 7197, "step": 134850}
{"lr": 1.8879948610632664e-06, "data_time": 0.009370064735412598, "grad_norm": 82.64774627685547, "loss": 23.882002544403075, "decode.loss_cls": 0.4644549459218979, "decode.loss_mask": 0.629175278544426, "decode.loss_dice": 1.0732346057891846, "decode.d0.loss_cls": 2.123475527763367, "decode.d0.loss_mask": 0.7361356526613235, "decode.d0.loss_dice": 1.2308309912681579, "decode.d1.loss_cls": 0.6506449699401855, "decode.d1.loss_mask": 0.6850182890892029, "decode.d1.loss_dice": 1.1451450288295746, "decode.d2.loss_cls": 0.5218036755919456, "decode.d2.loss_mask": 0.6543930888175964, "decode.d2.loss_dice": 1.098907905817032, "decode.d3.loss_cls": 0.5002046346664428, "decode.d3.loss_mask": 0.6455164939165116, "decode.d3.loss_dice": 1.0711180984973907, "decode.d4.loss_cls": 0.43922503516077993, "decode.d4.loss_mask": 0.6438049286603927, "decode.d4.loss_dice": 1.0661443591117858, "decode.d5.loss_cls": 0.4188134379684925, "decode.d5.loss_mask": 0.6411338001489639, "decode.d5.loss_dice": 1.0682352840900422, "decode.d6.loss_cls": 0.41636347994208334, "decode.d6.loss_mask": 0.6356591433286667, "decode.d6.loss_dice": 1.065738320350647, "decode.d7.loss_cls": 0.42950155809521673, "decode.d7.loss_mask": 0.6333024293184281, "decode.d7.loss_dice": 1.0636827945709229, "decode.d8.loss_cls": 0.43434040769934656, "decode.d8.loss_mask": 0.6311810493469239, "decode.d8.loss_dice": 1.0648165822029114, "time": 0.5620051145553588, "memory": 7190, "step": 134900}
{"lr": 1.8846096723356367e-06, "data_time": 0.009404611587524415, "grad_norm": 77.63919830322266, "loss": 16.867168045043947, "decode.loss_cls": 0.26540956273674965, "decode.loss_mask": 0.5687644183635712, "decode.loss_dice": 0.6087582275271416, "decode.d0.loss_cls": 1.7835813105106353, "decode.d0.loss_mask": 0.6905677556991577, "decode.d0.loss_dice": 0.7260734632611274, "decode.d1.loss_cls": 0.4837584652006626, "decode.d1.loss_mask": 0.6039130359888076, "decode.d1.loss_dice": 0.6581242173910141, "decode.d2.loss_cls": 0.3387458177283406, "decode.d2.loss_mask": 0.6010244339704514, "decode.d2.loss_dice": 0.6447148367762565, "decode.d3.loss_cls": 0.31928348951041696, "decode.d3.loss_mask": 0.5777459263801574, "decode.d3.loss_dice": 0.6220834717154503, "decode.d4.loss_cls": 0.3126077871769667, "decode.d4.loss_mask": 0.5816577315330506, "decode.d4.loss_dice": 0.6329542249441147, "decode.d5.loss_cls": 0.27333469651639464, "decode.d5.loss_mask": 0.5699261426925659, "decode.d5.loss_dice": 0.6177546948194503, "decode.d6.loss_cls": 0.2749732982367277, "decode.d6.loss_mask": 0.5747763246297837, "decode.d6.loss_dice": 0.6117731809616089, "decode.d7.loss_cls": 0.2767631605267525, "decode.d7.loss_mask": 0.5714891225099563, "decode.d7.loss_dice": 0.6144204780459404, "decode.d8.loss_cls": 0.27357115410268307, "decode.d8.loss_mask": 0.5719122171401978, "decode.d8.loss_dice": 0.6167042925953865, "time": 0.5605620861053466, "memory": 7243, "step": 134950}
{"lr": 1.8812238078537253e-06, "data_time": 0.009504175186157227, "grad_norm": 102.48780975341796, "loss": 24.44921989440918, "decode.loss_cls": 0.45026293881237506, "decode.loss_mask": 0.6824934154748916, "decode.loss_dice": 1.0163014858961106, "decode.d0.loss_cls": 2.245878130197525, "decode.d0.loss_mask": 0.7190642893314362, "decode.d0.loss_dice": 1.2414513975381851, "decode.d1.loss_cls": 0.6977617368102074, "decode.d1.loss_mask": 0.6832510828971863, "decode.d1.loss_dice": 1.1152406334877014, "decode.d2.loss_cls": 0.5703133590519428, "decode.d2.loss_mask": 0.6882557272911072, "decode.d2.loss_dice": 1.0753059089183807, "decode.d3.loss_cls": 0.5272528760135173, "decode.d3.loss_mask": 0.6897427469491959, "decode.d3.loss_dice": 1.0427667945623398, "decode.d4.loss_cls": 0.5185389094054699, "decode.d4.loss_mask": 0.6744728296995163, "decode.d4.loss_dice": 1.0139537304639816, "decode.d5.loss_cls": 0.5191416542977094, "decode.d5.loss_mask": 0.675156620144844, "decode.d5.loss_dice": 0.9937929153442383, "decode.d6.loss_cls": 0.4958918418735266, "decode.d6.loss_mask": 0.6676112025976181, "decode.d6.loss_dice": 1.028349170088768, "decode.d7.loss_cls": 0.5224829919636249, "decode.d7.loss_mask": 0.671624892950058, "decode.d7.loss_dice": 1.041900086402893, "decode.d8.loss_cls": 0.4823506575077772, "decode.d8.loss_mask": 0.6730440139770508, "decode.d8.loss_dice": 1.0255665868520736, "time": 0.5625422477722168, "memory": 7254, "step": 135000}
{"aAcc": 84.19, "mIoU": 52.8, "mAcc": 66.39, "data_time": 0.001909431708286483, "time": 0.18406306699927585, "step": 135000}
{"lr": 1.8778372661307204e-06, "data_time": 0.009573650360107423, "grad_norm": 94.10816230773926, "loss": 17.52274932861328, "decode.loss_cls": 0.37282188758254053, "decode.loss_mask": 0.520099587738514, "decode.loss_dice": 0.6174921557307244, "decode.d0.loss_cls": 1.8531246542930604, "decode.d0.loss_mask": 0.5852324314415455, "decode.d0.loss_dice": 0.7231794208288193, "decode.d1.loss_cls": 0.5823123082518578, "decode.d1.loss_mask": 0.5496124900877476, "decode.d1.loss_dice": 0.679626390337944, "decode.d2.loss_cls": 0.5188175663352013, "decode.d2.loss_mask": 0.5309271335601806, "decode.d2.loss_dice": 0.6259073227643966, "decode.d3.loss_cls": 0.4615134038031101, "decode.d3.loss_mask": 0.5379554964601994, "decode.d3.loss_dice": 0.6369515866041183, "decode.d4.loss_cls": 0.4177913323044777, "decode.d4.loss_mask": 0.5312992982566357, "decode.d4.loss_dice": 0.6315935552120209, "decode.d5.loss_cls": 0.4032498635351658, "decode.d5.loss_mask": 0.518117219954729, "decode.d5.loss_dice": 0.6100164443254471, "decode.d6.loss_cls": 0.43269142881035805, "decode.d6.loss_mask": 0.5191020756959915, "decode.d6.loss_dice": 0.6169251382350922, "decode.d7.loss_cls": 0.38147917091846467, "decode.d7.loss_mask": 0.5216094307601452, "decode.d7.loss_dice": 0.6215578347444535, "decode.d8.loss_cls": 0.3747487097978592, "decode.d8.loss_mask": 0.5224351592361927, "decode.d8.loss_dice": 0.6245602011680603, "time": 0.5351070165634155, "memory": 7274, "step": 135050}
{"lr": 1.8744500456735557e-06, "data_time": 0.009525251388549805, "grad_norm": 96.6827236175537, "loss": 26.22178773880005, "decode.loss_cls": 0.43973169922828675, "decode.loss_mask": 0.7155443519353867, "decode.loss_dice": 1.1729384750127791, "decode.d0.loss_cls": 2.1576974630355834, "decode.d0.loss_mask": 0.8205336809158326, "decode.d0.loss_dice": 1.4570396065711975, "decode.d1.loss_cls": 0.6183401614427566, "decode.d1.loss_mask": 0.7630026280879975, "decode.d1.loss_dice": 1.2635472118854523, "decode.d2.loss_cls": 0.4782247915863991, "decode.d2.loss_mask": 0.7497434556484223, "decode.d2.loss_dice": 1.2574511289596557, "decode.d3.loss_cls": 0.44409549832344053, "decode.d3.loss_mask": 0.7415311843156814, "decode.d3.loss_dice": 1.2413159310817719, "decode.d4.loss_cls": 0.41653756201267245, "decode.d4.loss_mask": 0.7413344740867615, "decode.d4.loss_dice": 1.22998186647892, "decode.d5.loss_cls": 0.4002759277820587, "decode.d5.loss_mask": 0.7288976609706879, "decode.d5.loss_dice": 1.221083089709282, "decode.d6.loss_cls": 0.5058022797107696, "decode.d6.loss_mask": 0.7261513918638229, "decode.d6.loss_dice": 1.1851324409246444, "decode.d7.loss_cls": 0.45484953820705415, "decode.d7.loss_mask": 0.720586621761322, "decode.d7.loss_dice": 1.2251089602708816, "decode.d8.loss_cls": 0.43751775175333024, "decode.d8.loss_mask": 0.719077056646347, "decode.d8.loss_dice": 1.188714975118637, "time": 0.5361276388168335, "memory": 7235, "step": 135100}
{"lr": 1.8710621449828658e-06, "data_time": 0.009916305541992188, "grad_norm": 108.168896484375, "loss": 24.08997526168823, "decode.loss_cls": 0.3894122324883938, "decode.loss_mask": 0.7167046159505844, "decode.loss_dice": 1.0210735768079757, "decode.d0.loss_cls": 2.147556221485138, "decode.d0.loss_mask": 0.798496025800705, "decode.d0.loss_dice": 1.232671818137169, "decode.d1.loss_cls": 0.7043041795492172, "decode.d1.loss_mask": 0.7525349706411362, "decode.d1.loss_dice": 1.1154410302639008, "decode.d2.loss_cls": 0.5312611445784569, "decode.d2.loss_mask": 0.7314742743968964, "decode.d2.loss_dice": 1.0409661471843719, "decode.d3.loss_cls": 0.48417964652180673, "decode.d3.loss_mask": 0.6934803813695908, "decode.d3.loss_dice": 1.0096184879541397, "decode.d4.loss_cls": 0.4251742668449879, "decode.d4.loss_mask": 0.7185872048139572, "decode.d4.loss_dice": 1.0289081543684007, "decode.d5.loss_cls": 0.4338898196816444, "decode.d5.loss_mask": 0.7062257260084153, "decode.d5.loss_dice": 1.0181094348430633, "decode.d6.loss_cls": 0.3959068231284618, "decode.d6.loss_mask": 0.7194267153739929, "decode.d6.loss_dice": 1.0111652582883834, "decode.d7.loss_cls": 0.372946834936738, "decode.d7.loss_mask": 0.7292493283748627, "decode.d7.loss_dice": 1.0258110374212266, "decode.d8.loss_cls": 0.3647225059568882, "decode.d8.loss_mask": 0.7335778594017028, "decode.d8.loss_dice": 1.037099912762642, "time": 0.5361943006515503, "memory": 7277, "step": 135150}
{"lr": 1.867673562552951e-06, "data_time": 0.009552264213562011, "grad_norm": 93.2560546875, "loss": 24.886766719818116, "decode.loss_cls": 0.5359604120254516, "decode.loss_mask": 0.6016425758600235, "decode.loss_dice": 1.0373976945877075, "decode.d0.loss_cls": 2.2631604075431824, "decode.d0.loss_mask": 0.7182447910308838, "decode.d0.loss_dice": 1.267487034201622, "decode.d1.loss_cls": 0.7189385056495666, "decode.d1.loss_mask": 0.6657174021005631, "decode.d1.loss_dice": 1.1896315932273864, "decode.d2.loss_cls": 0.6875903844833374, "decode.d2.loss_mask": 0.647427624464035, "decode.d2.loss_dice": 1.1129778176546097, "decode.d3.loss_cls": 0.6547260276973248, "decode.d3.loss_mask": 0.6382877677679062, "decode.d3.loss_dice": 1.0699181139469147, "decode.d4.loss_cls": 0.6160368949174881, "decode.d4.loss_mask": 0.6292098373174667, "decode.d4.loss_dice": 1.070865312218666, "decode.d5.loss_cls": 0.5775586977601052, "decode.d5.loss_mask": 0.6235261783003807, "decode.d5.loss_dice": 1.0827437818050385, "decode.d6.loss_cls": 0.4868411153554916, "decode.d6.loss_mask": 0.611087417602539, "decode.d6.loss_dice": 1.0508777976036072, "decode.d7.loss_cls": 0.5047129929065705, "decode.d7.loss_mask": 0.6092022478580474, "decode.d7.loss_dice": 1.0443674236536027, "decode.d8.loss_cls": 0.4992942363023758, "decode.d8.loss_mask": 0.6117313072085381, "decode.d8.loss_dice": 1.0596036583185195, "time": 0.5378812313079834, "memory": 7195, "step": 135200}
{"lr": 1.8642842968717353e-06, "data_time": 0.00964977741241455, "grad_norm": 84.15230865478516, "loss": 18.397967624664307, "decode.loss_cls": 0.23668182082474232, "decode.loss_mask": 0.555587962269783, "decode.loss_dice": 0.7728483319282532, "decode.d0.loss_cls": 2.0001662909984588, "decode.d0.loss_mask": 0.6181773498654366, "decode.d0.loss_dice": 0.9182631075382233, "decode.d1.loss_cls": 0.41277734078466893, "decode.d1.loss_mask": 0.6295632421970367, "decode.d1.loss_dice": 0.8554606139659882, "decode.d2.loss_cls": 0.35445065423846245, "decode.d2.loss_mask": 0.5597902178764343, "decode.d2.loss_dice": 0.7834214866161346, "decode.d3.loss_cls": 0.32110242210328577, "decode.d3.loss_mask": 0.5619175910949707, "decode.d3.loss_dice": 0.7749178826808929, "decode.d4.loss_cls": 0.30882205478847025, "decode.d4.loss_mask": 0.5630032032728195, "decode.d4.loss_dice": 0.7933022320270539, "decode.d5.loss_cls": 0.28913574628531935, "decode.d5.loss_mask": 0.5544372916221618, "decode.d5.loss_dice": 0.7787014275789261, "decode.d6.loss_cls": 0.29494145773351194, "decode.d6.loss_mask": 0.5528884708881379, "decode.d6.loss_dice": 0.7659253984689712, "decode.d7.loss_cls": 0.2508730787783861, "decode.d7.loss_mask": 0.5489582121372223, "decode.d7.loss_dice": 0.7759602844715119, "decode.d8.loss_cls": 0.2357867941260338, "decode.d8.loss_mask": 0.5554103493690491, "decode.d8.loss_dice": 0.7746957957744598, "time": 0.5354379177093506, "memory": 7229, "step": 135250}
{"lr": 1.860894346420725e-06, "data_time": 0.00952596664428711, "grad_norm": 95.98650588989258, "loss": 19.717491626739502, "decode.loss_cls": 0.25461771711707115, "decode.loss_mask": 0.5455831289291382, "decode.loss_dice": 0.9027364879846573, "decode.d0.loss_cls": 1.8091740250587462, "decode.d0.loss_mask": 0.591786639392376, "decode.d0.loss_dice": 1.0587670356035233, "decode.d1.loss_cls": 0.47703530751168727, "decode.d1.loss_mask": 0.5865398913621902, "decode.d1.loss_dice": 0.9887080281972885, "decode.d2.loss_cls": 0.4313026685267687, "decode.d2.loss_mask": 0.595292629301548, "decode.d2.loss_dice": 0.9518411368131637, "decode.d3.loss_cls": 0.37526613362133504, "decode.d3.loss_mask": 0.553697943687439, "decode.d3.loss_dice": 0.893208771944046, "decode.d4.loss_cls": 0.3311792254447937, "decode.d4.loss_mask": 0.5464170359075069, "decode.d4.loss_dice": 0.8737962767481804, "decode.d5.loss_cls": 0.323438068293035, "decode.d5.loss_mask": 0.5409706600010395, "decode.d5.loss_dice": 0.8749802500009537, "decode.d6.loss_cls": 0.2944220002740622, "decode.d6.loss_mask": 0.5497903972864151, "decode.d6.loss_dice": 0.8967253714799881, "decode.d7.loss_cls": 0.30214576199650767, "decode.d7.loss_mask": 0.5478436134755611, "decode.d7.loss_dice": 0.8881887853145599, "decode.d8.loss_cls": 0.28716522045433523, "decode.d8.loss_mask": 0.5499658666551113, "decode.d8.loss_dice": 0.8949040532112121, "time": 0.5350813627243042, "memory": 7243, "step": 135300}
{"lr": 1.8575037096749745e-06, "data_time": 0.009450292587280274, "grad_norm": 79.72527961730957, "loss": 18.43426856994629, "decode.loss_cls": 0.24931077063083648, "decode.loss_mask": 0.6136750936508178, "decode.loss_dice": 0.6952932804822922, "decode.d0.loss_cls": 1.9138344407081604, "decode.d0.loss_mask": 0.6743823558092117, "decode.d0.loss_dice": 0.8531952261924743, "decode.d1.loss_cls": 0.4901601143181324, "decode.d1.loss_mask": 0.6535275042057037, "decode.d1.loss_dice": 0.774883171916008, "decode.d2.loss_cls": 0.4262695871293545, "decode.d2.loss_mask": 0.6262237787246704, "decode.d2.loss_dice": 0.7148724436759949, "decode.d3.loss_cls": 0.3533309407532215, "decode.d3.loss_mask": 0.618091008067131, "decode.d3.loss_dice": 0.7124154925346374, "decode.d4.loss_cls": 0.326996910572052, "decode.d4.loss_mask": 0.6055006831884384, "decode.d4.loss_dice": 0.7082829624414444, "decode.d5.loss_cls": 0.3267534501850605, "decode.d5.loss_mask": 0.6171150386333466, "decode.d5.loss_dice": 0.7121569454669953, "decode.d6.loss_cls": 0.293973283469677, "decode.d6.loss_mask": 0.6085942089557648, "decode.d6.loss_dice": 0.6887656182050705, "decode.d7.loss_cls": 0.2988432079553604, "decode.d7.loss_mask": 0.6135182023048401, "decode.d7.loss_dice": 0.6776870667934418, "decode.d8.loss_cls": 0.26834160536527635, "decode.d8.loss_mask": 0.6105944871902466, "decode.d8.loss_dice": 0.7076804637908936, "time": 0.5348592042922974, "memory": 7227, "step": 135350}
{"lr": 1.8541123851030404e-06, "data_time": 0.009360575675964355, "grad_norm": 89.68585090637207, "loss": 23.121523666381837, "decode.loss_cls": 0.4476186126470566, "decode.loss_mask": 0.5825857311487198, "decode.loss_dice": 1.0124647468328476, "decode.d0.loss_cls": 2.067600929737091, "decode.d0.loss_mask": 0.6739615768194198, "decode.d0.loss_dice": 1.214776861667633, "decode.d1.loss_cls": 0.697277220338583, "decode.d1.loss_mask": 0.6418823704123497, "decode.d1.loss_dice": 1.1129382610321046, "decode.d2.loss_cls": 0.5523778572678566, "decode.d2.loss_mask": 0.5990797579288483, "decode.d2.loss_dice": 1.0386242389678955, "decode.d3.loss_cls": 0.5188906222581864, "decode.d3.loss_mask": 0.5955539956688881, "decode.d3.loss_dice": 1.037650364637375, "decode.d4.loss_cls": 0.49606324508786204, "decode.d4.loss_mask": 0.6051930278539658, "decode.d4.loss_dice": 1.0250679790973662, "decode.d5.loss_cls": 0.494982984662056, "decode.d5.loss_mask": 0.5809517219662667, "decode.d5.loss_dice": 0.9845265418291091, "decode.d6.loss_cls": 0.48585222139954565, "decode.d6.loss_mask": 0.5806938797235489, "decode.d6.loss_dice": 1.0046755135059358, "decode.d7.loss_cls": 0.4668485626578331, "decode.d7.loss_mask": 0.5795367181301116, "decode.d7.loss_dice": 1.0006573677062989, "decode.d8.loss_cls": 0.44040370881557467, "decode.d8.loss_mask": 0.5829951226711273, "decode.d8.loss_dice": 0.9997915387153625, "time": 0.5335885763168335, "memory": 7227, "step": 135400}
{"lr": 1.850720371166942e-06, "data_time": 0.009494590759277343, "grad_norm": 81.5575942993164, "loss": 23.43528108596802, "decode.loss_cls": 0.3079899653792381, "decode.loss_mask": 0.6831126719713211, "decode.loss_dice": 1.065370973944664, "decode.d0.loss_cls": 2.0461007356643677, "decode.d0.loss_mask": 0.7323042243719101, "decode.d0.loss_dice": 1.2258406072854995, "decode.d1.loss_cls": 0.6261379934847355, "decode.d1.loss_mask": 0.6960922539234161, "decode.d1.loss_dice": 1.1434861600399018, "decode.d2.loss_cls": 0.487723633646965, "decode.d2.loss_mask": 0.6763011246919632, "decode.d2.loss_dice": 1.0927209436893464, "decode.d3.loss_cls": 0.4234658405184746, "decode.d3.loss_mask": 0.6894416600465775, "decode.d3.loss_dice": 1.0696036696434021, "decode.d4.loss_cls": 0.38656799122691154, "decode.d4.loss_mask": 0.6735179364681244, "decode.d4.loss_dice": 1.0476958453655243, "decode.d5.loss_cls": 0.3580035701394081, "decode.d5.loss_mask": 0.6686314374208451, "decode.d5.loss_dice": 1.0670291244983674, "decode.d6.loss_cls": 0.3583173923194408, "decode.d6.loss_mask": 0.6812546223402023, "decode.d6.loss_dice": 1.072269794344902, "decode.d7.loss_cls": 0.3161009319126606, "decode.d7.loss_mask": 0.6806804150342941, "decode.d7.loss_dice": 1.0790634632110596, "decode.d8.loss_cls": 0.304877495765686, "decode.d8.loss_mask": 0.6925596922636033, "decode.d8.loss_dice": 1.0830195039510726, "time": 0.5609251022338867, "memory": 7233, "step": 135450}
{"lr": 1.8473276663221172e-06, "data_time": 0.009518098831176759, "grad_norm": 102.57573623657227, "loss": 23.997749900817873, "decode.loss_cls": 0.39162997007369993, "decode.loss_mask": 0.6232210516929626, "decode.loss_dice": 1.0875655978918075, "decode.d0.loss_cls": 2.273614597320557, "decode.d0.loss_mask": 0.6658062636852264, "decode.d0.loss_dice": 1.298061829805374, "decode.d1.loss_cls": 0.5733751356601715, "decode.d1.loss_mask": 0.6480093240737915, "decode.d1.loss_dice": 1.1747594952583313, "decode.d2.loss_cls": 0.529662263393402, "decode.d2.loss_mask": 0.6525589734315872, "decode.d2.loss_dice": 1.1398618161678313, "decode.d3.loss_cls": 0.46025867387652397, "decode.d3.loss_mask": 0.6377099335193634, "decode.d3.loss_dice": 1.1296936064958571, "decode.d4.loss_cls": 0.40846249759197234, "decode.d4.loss_mask": 0.6375182926654815, "decode.d4.loss_dice": 1.1194178372621537, "decode.d5.loss_cls": 0.4987653326243162, "decode.d5.loss_mask": 0.6198317527770996, "decode.d5.loss_dice": 1.1035108774900437, "decode.d6.loss_cls": 0.4287343189120293, "decode.d6.loss_mask": 0.6053965330123902, "decode.d6.loss_dice": 1.087754362821579, "decode.d7.loss_cls": 0.3926974132657051, "decode.d7.loss_mask": 0.6131854072213173, "decode.d7.loss_dice": 1.089235508441925, "decode.d8.loss_cls": 0.404971519485116, "decode.d8.loss_mask": 0.6139667585492135, "decode.d8.loss_dice": 1.0885134518146515, "time": 0.5344734430313111, "memory": 7311, "step": 135500}
{"lr": 1.843934269017387e-06, "data_time": 0.00958549976348877, "grad_norm": 90.28706817626953, "loss": 21.936889386177064, "decode.loss_cls": 0.5177518289536238, "decode.loss_mask": 0.5690850056707859, "decode.loss_dice": 0.8690199807286263, "decode.d0.loss_cls": 1.9091800034046174, "decode.d0.loss_mask": 0.6613600090146065, "decode.d0.loss_dice": 1.1110048279166223, "decode.d1.loss_cls": 0.6464408546686172, "decode.d1.loss_mask": 0.6074523098766804, "decode.d1.loss_dice": 0.9899513363838196, "decode.d2.loss_cls": 0.5931295767426491, "decode.d2.loss_mask": 0.6016975849866867, "decode.d2.loss_dice": 0.9242820307612419, "decode.d3.loss_cls": 0.5520105708390475, "decode.d3.loss_mask": 0.6118617549538612, "decode.d3.loss_dice": 0.9070482164621353, "decode.d4.loss_cls": 0.5328074980527162, "decode.d4.loss_mask": 0.5915227718651295, "decode.d4.loss_dice": 0.8864484041929245, "decode.d5.loss_cls": 0.5439079705625772, "decode.d5.loss_mask": 0.5637093409895897, "decode.d5.loss_dice": 0.8748561203479767, "decode.d6.loss_cls": 0.4927808132022619, "decode.d6.loss_mask": 0.558126975595951, "decode.d6.loss_dice": 0.8761181436479092, "decode.d7.loss_cls": 0.5428500086069107, "decode.d7.loss_mask": 0.5646357528865338, "decode.d7.loss_dice": 0.89634770154953, "decode.d8.loss_cls": 0.5091150872409343, "decode.d8.loss_mask": 0.5609656982123852, "decode.d8.loss_dice": 0.8714217081665993, "time": 0.5631530284881592, "memory": 7318, "step": 135550}
{"lr": 1.840540177694908e-06, "data_time": 0.009368991851806641, "grad_norm": 94.18525314331055, "loss": 21.72408437728882, "decode.loss_cls": 0.41540505811572076, "decode.loss_mask": 0.6673296064138412, "decode.loss_dice": 0.8333872228860855, "decode.d0.loss_cls": 1.9426086783409118, "decode.d0.loss_mask": 0.7161216318607331, "decode.d0.loss_dice": 0.9819865107536316, "decode.d1.loss_cls": 0.6047165155410766, "decode.d1.loss_mask": 0.6916922613978386, "decode.d1.loss_dice": 0.9103223562240601, "decode.d2.loss_cls": 0.552500031888485, "decode.d2.loss_mask": 0.6733700171113014, "decode.d2.loss_dice": 0.8648888885974884, "decode.d3.loss_cls": 0.49112888500094415, "decode.d3.loss_mask": 0.671504282951355, "decode.d3.loss_dice": 0.8428267776966095, "decode.d4.loss_cls": 0.44767351523041726, "decode.d4.loss_mask": 0.6693291634321212, "decode.d4.loss_dice": 0.8782289534807205, "decode.d5.loss_cls": 0.4664681740105152, "decode.d5.loss_mask": 0.6809169709682464, "decode.d5.loss_dice": 0.8557354569435119, "decode.d6.loss_cls": 0.4369020044803619, "decode.d6.loss_mask": 0.6736195251345635, "decode.d6.loss_dice": 0.8646909773349762, "decode.d7.loss_cls": 0.4152799382805824, "decode.d7.loss_mask": 0.6768827974796295, "decode.d7.loss_dice": 0.8362694501876831, "decode.d8.loss_cls": 0.43847026377916337, "decode.d8.loss_mask": 0.6682151257991791, "decode.d8.loss_dice": 0.8556144535541534, "time": 0.5357552766799927, "memory": 7233, "step": 135600}
{"lr": 1.8371453907901361e-06, "data_time": 0.009313035011291503, "grad_norm": 101.6884994506836, "loss": 20.890579795837404, "decode.loss_cls": 0.405576740950346, "decode.loss_mask": 0.5383128643035888, "decode.loss_dice": 0.8613985389471054, "decode.d0.loss_cls": 1.911837065219879, "decode.d0.loss_mask": 0.620971503853798, "decode.d0.loss_dice": 1.100044846534729, "decode.d1.loss_cls": 0.636947187781334, "decode.d1.loss_mask": 0.5647137194871903, "decode.d1.loss_dice": 0.9344246715307236, "decode.d2.loss_cls": 0.5932388812303543, "decode.d2.loss_mask": 0.5595031172037125, "decode.d2.loss_dice": 0.9101078927516937, "decode.d3.loss_cls": 0.5214300699532032, "decode.d3.loss_mask": 0.5512418895959854, "decode.d3.loss_dice": 0.8740020990371704, "decode.d4.loss_cls": 0.45725512951612474, "decode.d4.loss_mask": 0.5448886752128601, "decode.d4.loss_dice": 0.9036405354738235, "decode.d5.loss_cls": 0.47110682651400565, "decode.d5.loss_mask": 0.5410823225975037, "decode.d5.loss_dice": 0.9035112380981445, "decode.d6.loss_cls": 0.4373637937009335, "decode.d6.loss_mask": 0.5464877784252167, "decode.d6.loss_dice": 0.8566498786211014, "decode.d7.loss_cls": 0.38972513750195503, "decode.d7.loss_mask": 0.5391924113035202, "decode.d7.loss_dice": 0.8616064459085464, "decode.d8.loss_cls": 0.4082971714437008, "decode.d8.loss_mask": 0.5454732567071915, "decode.d8.loss_dice": 0.9005481898784637, "time": 0.5351786851882935, "memory": 7217, "step": 135650}
{"lr": 1.8337499067317775e-06, "data_time": 0.0094252347946167, "grad_norm": 100.73562507629394, "loss": 19.957276821136475, "decode.loss_cls": 0.39519496262073517, "decode.loss_mask": 0.5540909230709076, "decode.loss_dice": 0.8157510250806809, "decode.d0.loss_cls": 1.9157323837280273, "decode.d0.loss_mask": 0.6102766171097755, "decode.d0.loss_dice": 0.9711009234189987, "decode.d1.loss_cls": 0.5859799772500992, "decode.d1.loss_mask": 0.5742449939250946, "decode.d1.loss_dice": 0.883529007434845, "decode.d2.loss_cls": 0.5373900070786476, "decode.d2.loss_mask": 0.5664502695202828, "decode.d2.loss_dice": 0.8562545984983444, "decode.d3.loss_cls": 0.4426749087870121, "decode.d3.loss_mask": 0.5460571438074112, "decode.d3.loss_dice": 0.8213338032364845, "decode.d4.loss_cls": 0.46093532592058184, "decode.d4.loss_mask": 0.530107943713665, "decode.d4.loss_dice": 0.8041797995567321, "decode.d5.loss_cls": 0.4071882896125317, "decode.d5.loss_mask": 0.5419328331947326, "decode.d5.loss_dice": 0.8134779527783393, "decode.d6.loss_cls": 0.4285210743546486, "decode.d6.loss_mask": 0.5349277824163436, "decode.d6.loss_dice": 0.8277316287159919, "decode.d7.loss_cls": 0.4084435597062111, "decode.d7.loss_mask": 0.5427930057048798, "decode.d7.loss_dice": 0.7953008472919464, "decode.d8.loss_cls": 0.4106683123856783, "decode.d8.loss_mask": 0.5604543566703797, "decode.d8.loss_dice": 0.8145523488521575, "time": 0.5362765550613403, "memory": 7248, "step": 135700}
{"lr": 1.830353723941744e-06, "data_time": 0.009500622749328613, "grad_norm": 88.4541114807129, "loss": 21.813536071777342, "decode.loss_cls": 0.40644246712327003, "decode.loss_mask": 0.5757485508918763, "decode.loss_dice": 0.903372272849083, "decode.d0.loss_cls": 2.218421769142151, "decode.d0.loss_mask": 0.6649044841527939, "decode.d0.loss_dice": 1.073550134897232, "decode.d1.loss_cls": 0.7766573280096054, "decode.d1.loss_mask": 0.5903202027082444, "decode.d1.loss_dice": 0.9395282298326493, "decode.d2.loss_cls": 0.5791055396199226, "decode.d2.loss_mask": 0.603882685303688, "decode.d2.loss_dice": 0.9291811555624008, "decode.d3.loss_cls": 0.5433691516518593, "decode.d3.loss_mask": 0.5989271447062492, "decode.d3.loss_dice": 0.9018874675035476, "decode.d4.loss_cls": 0.46956550031900407, "decode.d4.loss_mask": 0.5874859690666199, "decode.d4.loss_dice": 0.8929011881351471, "decode.d5.loss_cls": 0.4807274371385574, "decode.d5.loss_mask": 0.5804831713438035, "decode.d5.loss_dice": 0.8593685477972031, "decode.d6.loss_cls": 0.4626025974750519, "decode.d6.loss_mask": 0.5829341590404511, "decode.d6.loss_dice": 0.8718970030546188, "decode.d7.loss_cls": 0.4144186988472939, "decode.d7.loss_mask": 0.5809420764446258, "decode.d7.loss_dice": 0.8755539983510972, "decode.d8.loss_cls": 0.4125454366207123, "decode.d8.loss_mask": 0.5744004905223846, "decode.d8.loss_dice": 0.8624122470617295, "time": 0.560074257850647, "memory": 7310, "step": 135750}
{"lr": 1.8269568408351215e-06, "data_time": 0.009706902503967284, "grad_norm": 84.37165031433105, "loss": 22.41127738952637, "decode.loss_cls": 0.5552522495388985, "decode.loss_mask": 0.5951180130243301, "decode.loss_dice": 0.8820802837610244, "decode.d0.loss_cls": 2.0017292857170106, "decode.d0.loss_mask": 0.7565996199846268, "decode.d0.loss_dice": 1.0032704889774322, "decode.d1.loss_cls": 0.6902377128601074, "decode.d1.loss_mask": 0.6358511120080947, "decode.d1.loss_dice": 0.9579395413398742, "decode.d2.loss_cls": 0.6115302070975304, "decode.d2.loss_mask": 0.6336850702762604, "decode.d2.loss_dice": 0.8891464799642563, "decode.d3.loss_cls": 0.5917217507958412, "decode.d3.loss_mask": 0.6015265345573425, "decode.d3.loss_dice": 0.8912503272294998, "decode.d4.loss_cls": 0.5946645557880401, "decode.d4.loss_mask": 0.6051691591739654, "decode.d4.loss_dice": 0.8636620193719864, "decode.d5.loss_cls": 0.5555847093462944, "decode.d5.loss_mask": 0.6064342111349106, "decode.d5.loss_dice": 0.8616325795650482, "decode.d6.loss_cls": 0.5484967648983001, "decode.d6.loss_mask": 0.6035550326108933, "decode.d6.loss_dice": 0.8531706422567368, "decode.d7.loss_cls": 0.5384826481342315, "decode.d7.loss_mask": 0.599463877081871, "decode.d7.loss_dice": 0.8757089138031006, "decode.d8.loss_cls": 0.5519717738032341, "decode.d8.loss_mask": 0.6021303772926331, "decode.d8.loss_dice": 0.854212349653244, "time": 0.5355011463165283, "memory": 7232, "step": 135800}
{"lr": 1.8235592558201124e-06, "data_time": 0.009483981132507324, "grad_norm": 87.53501052856446, "loss": 21.29826340675354, "decode.loss_cls": 0.4847525078803301, "decode.loss_mask": 0.5134758844971656, "decode.loss_dice": 0.8290692627429962, "decode.d0.loss_cls": 2.2793434143066404, "decode.d0.loss_mask": 0.6013284116983414, "decode.d0.loss_dice": 0.9868758037686348, "decode.d1.loss_cls": 0.7392502412199974, "decode.d1.loss_mask": 0.543296092748642, "decode.d1.loss_dice": 0.8789962962269783, "decode.d2.loss_cls": 0.6322715394198895, "decode.d2.loss_mask": 0.5236951246857643, "decode.d2.loss_dice": 0.8467674523591995, "decode.d3.loss_cls": 0.6125140443444252, "decode.d3.loss_mask": 0.5078389093279838, "decode.d3.loss_dice": 0.8139739215373993, "decode.d4.loss_cls": 0.5803725067526102, "decode.d4.loss_mask": 0.5133340716361999, "decode.d4.loss_dice": 0.8463957637548447, "decode.d5.loss_cls": 0.6056303825229407, "decode.d5.loss_mask": 0.5114573493599892, "decode.d5.loss_dice": 0.8357542917132378, "decode.d6.loss_cls": 0.5721164681017399, "decode.d6.loss_mask": 0.5125007212162018, "decode.d6.loss_dice": 0.8298635482788086, "decode.d7.loss_cls": 0.5112193029373884, "decode.d7.loss_mask": 0.509192270040512, "decode.d7.loss_dice": 0.8258508369326591, "decode.d8.loss_cls": 0.49983274154365065, "decode.d8.loss_mask": 0.5067425727844238, "decode.d8.loss_dice": 0.8445507764816285, "time": 0.5358022212982178, "memory": 7264, "step": 135850}
{"lr": 1.820160967298001e-06, "data_time": 0.009369349479675293, "grad_norm": 90.71344680786133, "loss": 19.816392612457275, "decode.loss_cls": 0.535371445864439, "decode.loss_mask": 0.571236327290535, "decode.loss_dice": 0.777263629436493, "decode.d0.loss_cls": 1.734557831287384, "decode.d0.loss_mask": 0.5786865741014481, "decode.d0.loss_dice": 0.8483701169490814, "decode.d1.loss_cls": 0.5348151229321957, "decode.d1.loss_mask": 0.5667020142078399, "decode.d1.loss_dice": 0.7945900678634643, "decode.d2.loss_cls": 0.4969464436173439, "decode.d2.loss_mask": 0.559015029668808, "decode.d2.loss_dice": 0.7909874677658081, "decode.d3.loss_cls": 0.480819071829319, "decode.d3.loss_mask": 0.5787480920553207, "decode.d3.loss_dice": 0.7783636033535004, "decode.d4.loss_cls": 0.4606250524520874, "decode.d4.loss_mask": 0.5799884766340255, "decode.d4.loss_dice": 0.7889621615409851, "decode.d5.loss_cls": 0.5034482080489397, "decode.d5.loss_mask": 0.5668827652931213, "decode.d5.loss_dice": 0.7878977835178376, "decode.d6.loss_cls": 0.515107499808073, "decode.d6.loss_mask": 0.5723775625228882, "decode.d6.loss_dice": 0.8034354746341705, "decode.d7.loss_cls": 0.44207074493169785, "decode.d7.loss_mask": 0.5684123277664185, "decode.d7.loss_dice": 0.7949085175991059, "decode.d8.loss_cls": 0.46900938376784324, "decode.d8.loss_mask": 0.5580108731985092, "decode.d8.loss_dice": 0.778783255815506, "time": 0.5342168569564819, "memory": 7233, "step": 135900}
{"lr": 1.816761973663104e-06, "data_time": 0.009444808959960938, "grad_norm": 92.7385040283203, "loss": 20.40440273284912, "decode.loss_cls": 0.40506311804056166, "decode.loss_mask": 0.5571258008480072, "decode.loss_dice": 0.8713619887828827, "decode.d0.loss_cls": 1.8774032115936279, "decode.d0.loss_mask": 0.6315577477216721, "decode.d0.loss_dice": 1.0614112794399262, "decode.d1.loss_cls": 0.5043811902403832, "decode.d1.loss_mask": 0.5666508823633194, "decode.d1.loss_dice": 0.9644236266613007, "decode.d2.loss_cls": 0.4600520357489586, "decode.d2.loss_mask": 0.5758095115423203, "decode.d2.loss_dice": 0.9207064092159272, "decode.d3.loss_cls": 0.4057947188615799, "decode.d3.loss_mask": 0.5816577136516571, "decode.d3.loss_dice": 0.8827483236789704, "decode.d4.loss_cls": 0.41927868574857713, "decode.d4.loss_mask": 0.5844324827194214, "decode.d4.loss_dice": 0.8986043184995651, "decode.d5.loss_cls": 0.3721775211393833, "decode.d5.loss_mask": 0.5655797928571701, "decode.d5.loss_dice": 0.8489771097898483, "decode.d6.loss_cls": 0.4037827640771866, "decode.d6.loss_mask": 0.5662737369537354, "decode.d6.loss_dice": 0.8650797456502914, "decode.d7.loss_cls": 0.39485122710466386, "decode.d7.loss_mask": 0.5665326148271561, "decode.d7.loss_dice": 0.8386681109666825, "decode.d8.loss_cls": 0.3773167297244072, "decode.d8.loss_mask": 0.5694131582975388, "decode.d8.loss_dice": 0.8672859311103821, "time": 0.5322817802429199, "memory": 7215, "step": 135950}
{"lr": 1.8133622733027272e-06, "data_time": 0.009380650520324708, "grad_norm": 82.7520263671875, "loss": 19.142299079895018, "decode.loss_cls": 0.2546736866235733, "decode.loss_mask": 0.6280720680952072, "decode.loss_dice": 0.7564586818218231, "decode.d0.loss_cls": 2.0289011359214784, "decode.d0.loss_mask": 0.6893513232469559, "decode.d0.loss_dice": 0.8800565838813782, "decode.d1.loss_cls": 0.54061339199543, "decode.d1.loss_mask": 0.6517808169126511, "decode.d1.loss_dice": 0.807127159833908, "decode.d2.loss_cls": 0.3967255190014839, "decode.d2.loss_mask": 0.6803219988942146, "decode.d2.loss_dice": 0.8124250620603561, "decode.d3.loss_cls": 0.3414828762412071, "decode.d3.loss_mask": 0.6312380537390709, "decode.d3.loss_dice": 0.7531475037336349, "decode.d4.loss_cls": 0.30505176782608034, "decode.d4.loss_mask": 0.6400552362203598, "decode.d4.loss_dice": 0.7626092374324799, "decode.d5.loss_cls": 0.2900785345584154, "decode.d5.loss_mask": 0.6292197957634926, "decode.d5.loss_dice": 0.7621232092380523, "decode.d6.loss_cls": 0.26926517188549043, "decode.d6.loss_mask": 0.6269049435853958, "decode.d6.loss_dice": 0.7426390528678894, "decode.d7.loss_cls": 0.26099696978926656, "decode.d7.loss_mask": 0.6225129306316376, "decode.d7.loss_dice": 0.7558147042989731, "decode.d8.loss_cls": 0.25202035792171956, "decode.d8.loss_mask": 0.6203698173165322, "decode.d8.loss_dice": 0.7502613723278045, "time": 0.5899359941482544, "memory": 7207, "step": 136000}
{"lr": 1.8099618645971222e-06, "data_time": 0.009321904182434082, "grad_norm": 84.87812423706055, "loss": 16.94837694168091, "decode.loss_cls": 0.3281294086948037, "decode.loss_mask": 0.4783783629536629, "decode.loss_dice": 0.6993132472038269, "decode.d0.loss_cls": 1.6733872175216675, "decode.d0.loss_mask": 0.5066411614418029, "decode.d0.loss_dice": 0.798568657040596, "decode.d1.loss_cls": 0.4531391505151987, "decode.d1.loss_mask": 0.49907181560993197, "decode.d1.loss_dice": 0.7609298884868622, "decode.d2.loss_cls": 0.3955998498946428, "decode.d2.loss_mask": 0.49273542165756223, "decode.d2.loss_dice": 0.7399410784244538, "decode.d3.loss_cls": 0.33677455931901934, "decode.d3.loss_mask": 0.4827428936958313, "decode.d3.loss_dice": 0.7291836351156235, "decode.d4.loss_cls": 0.29746096171438696, "decode.d4.loss_mask": 0.47967761754989624, "decode.d4.loss_dice": 0.7156575322151184, "decode.d5.loss_cls": 0.33372709043323995, "decode.d5.loss_mask": 0.4803025484085083, "decode.d5.loss_dice": 0.6947295889258385, "decode.d6.loss_cls": 0.35616623386740687, "decode.d6.loss_mask": 0.47398714870214465, "decode.d6.loss_dice": 0.7035476237535476, "decode.d7.loss_cls": 0.3217082230374217, "decode.d7.loss_mask": 0.48582382351160047, "decode.d7.loss_dice": 0.7016233265399933, "decode.d8.loss_cls": 0.33697498086839917, "decode.d8.loss_mask": 0.4830652788281441, "decode.d8.loss_dice": 0.7093888640403747, "time": 0.5337616205215454, "memory": 7186, "step": 136050}
{"lr": 1.8065607459194341e-06, "data_time": 0.009581565856933594, "grad_norm": 106.39356842041016, "loss": 19.02143774032593, "decode.loss_cls": 0.35157800614833834, "decode.loss_mask": 0.5996398508548737, "decode.loss_dice": 0.6425043731927872, "decode.d0.loss_cls": 2.1052195549011232, "decode.d0.loss_mask": 0.6829969316720963, "decode.d0.loss_dice": 0.8792179316282273, "decode.d1.loss_cls": 0.6762932062149047, "decode.d1.loss_mask": 0.6370343774557113, "decode.d1.loss_dice": 0.7274645566940308, "decode.d2.loss_cls": 0.5071413427591324, "decode.d2.loss_mask": 0.6256912231445313, "decode.d2.loss_dice": 0.7079307019710541, "decode.d3.loss_cls": 0.4346413567662239, "decode.d3.loss_mask": 0.6099557459354401, "decode.d3.loss_dice": 0.6709410071372985, "decode.d4.loss_cls": 0.3951302498579025, "decode.d4.loss_mask": 0.5943164825439453, "decode.d4.loss_dice": 0.6666014403104782, "decode.d5.loss_cls": 0.39925872534513474, "decode.d5.loss_mask": 0.5934923171997071, "decode.d5.loss_dice": 0.665063738822937, "decode.d6.loss_cls": 0.3955966390669346, "decode.d6.loss_mask": 0.5879695415496826, "decode.d6.loss_dice": 0.6556458428502083, "decode.d7.loss_cls": 0.3751893199980259, "decode.d7.loss_mask": 0.5890291124582291, "decode.d7.loss_dice": 0.6459504216909409, "decode.d8.loss_cls": 0.3710412569344044, "decode.d8.loss_mask": 0.5960356533527374, "decode.d8.loss_dice": 0.6328677833080292, "time": 0.5576942920684814, "memory": 7224, "step": 136100}
{"lr": 1.8031589156356634e-06, "data_time": 0.009610462188720702, "grad_norm": 104.79168319702148, "loss": 19.536267805099488, "decode.loss_cls": 0.4406250886619091, "decode.loss_mask": 0.5088844686746598, "decode.loss_dice": 0.7296422705054283, "decode.d0.loss_cls": 1.802131724357605, "decode.d0.loss_mask": 0.6402532145380974, "decode.d0.loss_dice": 0.9743795476853847, "decode.d1.loss_cls": 0.5740431614220143, "decode.d1.loss_mask": 0.5947574093937874, "decode.d1.loss_dice": 0.8496731400489808, "decode.d2.loss_cls": 0.5416921466588974, "decode.d2.loss_mask": 0.5395620286464691, "decode.d2.loss_dice": 0.791541350632906, "decode.d3.loss_cls": 0.5289945796132087, "decode.d3.loss_mask": 0.5494858384132385, "decode.d3.loss_dice": 0.7821198925375938, "decode.d4.loss_cls": 0.4566898174583912, "decode.d4.loss_mask": 0.5445989906787873, "decode.d4.loss_dice": 0.7767709583044052, "decode.d5.loss_cls": 0.4414528630673885, "decode.d5.loss_mask": 0.5457305863499642, "decode.d5.loss_dice": 0.7800069466233254, "decode.d6.loss_cls": 0.442891463637352, "decode.d6.loss_mask": 0.534343521296978, "decode.d6.loss_dice": 0.7632692329585552, "decode.d7.loss_cls": 0.42039756253361704, "decode.d7.loss_mask": 0.533736652508378, "decode.d7.loss_dice": 0.7485929764807224, "decode.d8.loss_cls": 0.39884183257818223, "decode.d8.loss_mask": 0.5417747151106596, "decode.d8.loss_dice": 0.7593830816447735, "time": 0.5356120109558106, "memory": 7232, "step": 136150}
{"lr": 1.7997563721046158e-06, "data_time": 0.009551501274108887, "grad_norm": 92.4797576904297, "loss": 19.334242939949036, "decode.loss_cls": 0.2609304592013359, "decode.loss_mask": 0.5485625952482224, "decode.loss_dice": 0.8842816218733788, "decode.d0.loss_cls": 1.963929283618927, "decode.d0.loss_mask": 0.5986767835915089, "decode.d0.loss_dice": 1.00434293076396, "decode.d1.loss_cls": 0.41679534912109373, "decode.d1.loss_mask": 0.5659416429698467, "decode.d1.loss_dice": 0.9210859075188637, "decode.d2.loss_cls": 0.3611269496381283, "decode.d2.loss_mask": 0.5435673713684082, "decode.d2.loss_dice": 0.9021922431886196, "decode.d3.loss_cls": 0.3601492527872324, "decode.d3.loss_mask": 0.5482362546026707, "decode.d3.loss_dice": 0.8849709436297417, "decode.d4.loss_cls": 0.34079899564385413, "decode.d4.loss_mask": 0.5487930476665497, "decode.d4.loss_dice": 0.8734049446880817, "decode.d5.loss_cls": 0.2972313441336155, "decode.d5.loss_mask": 0.5432333968579769, "decode.d5.loss_dice": 0.8717543795704842, "decode.d6.loss_cls": 0.28580005690455434, "decode.d6.loss_mask": 0.5415843442082405, "decode.d6.loss_dice": 0.8710614264011383, "decode.d7.loss_cls": 0.29926371201872826, "decode.d7.loss_mask": 0.5443450674414635, "decode.d7.loss_dice": 0.8679608896374702, "decode.d8.loss_cls": 0.2627912901341915, "decode.d8.loss_mask": 0.5492369681596756, "decode.d8.loss_dice": 0.8721928864717483, "time": 0.5349118947982788, "memory": 7240, "step": 136200}
{"lr": 1.7963531136778556e-06, "data_time": 0.009525322914123535, "grad_norm": 87.37007102966308, "loss": 24.46825008392334, "decode.loss_cls": 0.4166680075228214, "decode.loss_mask": 0.5838711529970169, "decode.loss_dice": 1.1539740085601806, "decode.d0.loss_cls": 2.0282548308372497, "decode.d0.loss_mask": 0.6439296245574951, "decode.d0.loss_dice": 1.3716384172439575, "decode.d1.loss_cls": 0.703351765871048, "decode.d1.loss_mask": 0.5968549579381943, "decode.d1.loss_dice": 1.2572477340698243, "decode.d2.loss_cls": 0.6172919228672982, "decode.d2.loss_mask": 0.5961673647165299, "decode.d2.loss_dice": 1.2043383777141572, "decode.d3.loss_cls": 0.5389987468719483, "decode.d3.loss_mask": 0.5926653504371643, "decode.d3.loss_dice": 1.1810359477996826, "decode.d4.loss_cls": 0.47287731021642687, "decode.d4.loss_mask": 0.5804245144128799, "decode.d4.loss_dice": 1.162920993566513, "decode.d5.loss_cls": 0.4707789242267609, "decode.d5.loss_mask": 0.574685001373291, "decode.d5.loss_dice": 1.1423672795295716, "decode.d6.loss_cls": 0.45914271995425227, "decode.d6.loss_mask": 0.5795953720808029, "decode.d6.loss_dice": 1.158063495159149, "decode.d7.loss_cls": 0.44067259430885314, "decode.d7.loss_mask": 0.5846069544553757, "decode.d7.loss_dice": 1.1459501683712006, "decode.d8.loss_cls": 0.47949663177132607, "decode.d8.loss_mask": 0.5827858090400696, "decode.d8.loss_dice": 1.1475939571857452, "time": 0.534386134147644, "memory": 7206, "step": 136250}
{"lr": 1.792949138699657e-06, "data_time": 0.009445667266845703, "grad_norm": 88.94185943603516, "loss": 25.291456508636475, "decode.loss_cls": 0.501606734097004, "decode.loss_mask": 0.5710197955369949, "decode.loss_dice": 1.0999877244234084, "decode.d0.loss_cls": 2.314589560031891, "decode.d0.loss_mask": 0.7107927173376083, "decode.d0.loss_dice": 1.4868353217840196, "decode.d1.loss_cls": 0.7684784442186355, "decode.d1.loss_mask": 0.6455737590789795, "decode.d1.loss_dice": 1.291372749209404, "decode.d2.loss_cls": 0.6515336841344833, "decode.d2.loss_mask": 0.6166025966405868, "decode.d2.loss_dice": 1.1974061965942382, "decode.d3.loss_cls": 0.5918520629405976, "decode.d3.loss_mask": 0.5942474395036698, "decode.d3.loss_dice": 1.138070785999298, "decode.d4.loss_cls": 0.5713660836219787, "decode.d4.loss_mask": 0.5882176995277405, "decode.d4.loss_dice": 1.1193064838647842, "decode.d5.loss_cls": 0.5184375986456871, "decode.d5.loss_mask": 0.5779485315084457, "decode.d5.loss_dice": 1.1216282069683075, "decode.d6.loss_cls": 0.5455225020647049, "decode.d6.loss_mask": 0.570791506767273, "decode.d6.loss_dice": 1.1094770163297654, "decode.d7.loss_cls": 0.5150877788662911, "decode.d7.loss_mask": 0.5726235330104827, "decode.d7.loss_dice": 1.0993211805820464, "decode.d8.loss_cls": 0.5224225237965584, "decode.d8.loss_mask": 0.5720492005348206, "decode.d8.loss_dice": 1.1072875887155533, "time": 0.5879161596298218, "memory": 7302, "step": 136300}
{"lr": 1.7895444455069591e-06, "data_time": 0.009642434120178223, "grad_norm": 91.1311050415039, "loss": 23.02531843185425, "decode.loss_cls": 0.47728611826896666, "decode.loss_mask": 0.5945771276950836, "decode.loss_dice": 0.9372000396251678, "decode.d0.loss_cls": 2.3389099478721618, "decode.d0.loss_mask": 0.6250764489173889, "decode.d0.loss_dice": 1.1357751429080962, "decode.d1.loss_cls": 0.6746722117066384, "decode.d1.loss_mask": 0.6724452078342438, "decode.d1.loss_dice": 1.070831835269928, "decode.d2.loss_cls": 0.6127907283604145, "decode.d2.loss_mask": 0.6084522634744645, "decode.d2.loss_dice": 0.9957932889461517, "decode.d3.loss_cls": 0.5219652131199837, "decode.d3.loss_mask": 0.6087871342897415, "decode.d3.loss_dice": 0.9779311358928681, "decode.d4.loss_cls": 0.5291614763438701, "decode.d4.loss_mask": 0.5943134963512421, "decode.d4.loss_dice": 0.9667552053928375, "decode.d5.loss_cls": 0.49003356993198394, "decode.d5.loss_mask": 0.6061198592185975, "decode.d5.loss_dice": 0.9754151552915573, "decode.d6.loss_cls": 0.467125803232193, "decode.d6.loss_mask": 0.6015405535697937, "decode.d6.loss_dice": 0.9365659445524216, "decode.d7.loss_cls": 0.4469601437449455, "decode.d7.loss_mask": 0.6077611207962036, "decode.d7.loss_dice": 0.9515004187822342, "decode.d8.loss_cls": 0.4552459344267845, "decode.d8.loss_mask": 0.600682157278061, "decode.d8.loss_dice": 0.9436432868242264, "time": 0.5357551813125611, "memory": 7190, "step": 136350}
{"lr": 1.7861390324293174e-06, "data_time": 0.009469008445739746, "grad_norm": 86.86152114868165, "loss": 17.50319948196411, "decode.loss_cls": 0.3163229413330555, "decode.loss_mask": 0.4861529052257538, "decode.loss_dice": 0.697114035487175, "decode.d0.loss_cls": 1.9424502372741699, "decode.d0.loss_mask": 0.5727175682783127, "decode.d0.loss_dice": 0.8326470196247101, "decode.d1.loss_cls": 0.5309812247753143, "decode.d1.loss_mask": 0.5231026113033295, "decode.d1.loss_dice": 0.7224828630685807, "decode.d2.loss_cls": 0.40646982192993164, "decode.d2.loss_mask": 0.5045938372612, "decode.d2.loss_dice": 0.7076963365077973, "decode.d3.loss_cls": 0.38136186450719833, "decode.d3.loss_mask": 0.5031857371330262, "decode.d3.loss_dice": 0.6883921176195145, "decode.d4.loss_cls": 0.35947644263505935, "decode.d4.loss_mask": 0.5013138592243195, "decode.d4.loss_dice": 0.698565548658371, "decode.d5.loss_cls": 0.3417858459055424, "decode.d5.loss_mask": 0.4976724922657013, "decode.d5.loss_dice": 0.7053700864315033, "decode.d6.loss_cls": 0.3356565833091736, "decode.d6.loss_mask": 0.49214901626110075, "decode.d6.loss_dice": 0.7006161540746689, "decode.d7.loss_cls": 0.3188613705337048, "decode.d7.loss_mask": 0.48779407143592834, "decode.d7.loss_dice": 0.7076766043901443, "decode.d8.loss_cls": 0.34054130539298055, "decode.d8.loss_mask": 0.49283318817615507, "decode.d8.loss_dice": 0.7072162300348281, "time": 0.562266755104065, "memory": 7187, "step": 136400}
{"lr": 1.7827328977888516e-06, "data_time": 0.009713983535766602, "grad_norm": 86.42294464111328, "loss": 16.838979530334473, "decode.loss_cls": 0.30324283950030806, "decode.loss_mask": 0.486334402859211, "decode.loss_dice": 0.7005930513143539, "decode.d0.loss_cls": 1.686381185054779, "decode.d0.loss_mask": 0.5042284473776817, "decode.d0.loss_dice": 0.8174080669879913, "decode.d1.loss_cls": 0.34801788330078126, "decode.d1.loss_mask": 0.4931937396526337, "decode.d1.loss_dice": 0.7659635215997695, "decode.d2.loss_cls": 0.36178688108921053, "decode.d2.loss_mask": 0.4938204899430275, "decode.d2.loss_dice": 0.7590123116970062, "decode.d3.loss_cls": 0.3323316775262356, "decode.d3.loss_mask": 0.49262348711490633, "decode.d3.loss_dice": 0.7310336261987687, "decode.d4.loss_cls": 0.28263712525367735, "decode.d4.loss_mask": 0.4885971203446388, "decode.d4.loss_dice": 0.7348209887742996, "decode.d5.loss_cls": 0.31011530980467794, "decode.d5.loss_mask": 0.4903495341539383, "decode.d5.loss_dice": 0.718552228808403, "decode.d6.loss_cls": 0.31396525725722313, "decode.d6.loss_mask": 0.4896563082933426, "decode.d6.loss_dice": 0.7165307879447937, "decode.d7.loss_cls": 0.30278606377542017, "decode.d7.loss_mask": 0.4876904457807541, "decode.d7.loss_dice": 0.7125409454107284, "decode.d8.loss_cls": 0.32523617781698705, "decode.d8.loss_mask": 0.4821142330765724, "decode.d8.loss_dice": 0.7074150532484055, "time": 0.5594536304473877, "memory": 7254, "step": 136450}
{"lr": 1.7793260399002043e-06, "data_time": 0.009543776512145996, "grad_norm": 95.87626914978027, "loss": 17.113611936569214, "decode.loss_cls": 0.17839303016662597, "decode.loss_mask": 0.4940720982849598, "decode.loss_dice": 0.749682554602623, "decode.d0.loss_cls": 1.8059327721595764, "decode.d0.loss_mask": 0.5911696687340736, "decode.d0.loss_dice": 0.9804164290428161, "decode.d1.loss_cls": 0.43460326455533504, "decode.d1.loss_mask": 0.5435134783387184, "decode.d1.loss_dice": 0.8372848361730576, "decode.d2.loss_cls": 0.3140352591872215, "decode.d2.loss_mask": 0.5124506384134293, "decode.d2.loss_dice": 0.8073831737041474, "decode.d3.loss_cls": 0.26619198843836783, "decode.d3.loss_mask": 0.5012794703245163, "decode.d3.loss_dice": 0.7920029014348984, "decode.d4.loss_cls": 0.21530193276703358, "decode.d4.loss_mask": 0.49744492024183273, "decode.d4.loss_dice": 0.7656911611557007, "decode.d5.loss_cls": 0.215562279894948, "decode.d5.loss_mask": 0.49370373636484144, "decode.d5.loss_dice": 0.7795154720544815, "decode.d6.loss_cls": 0.18791450019925832, "decode.d6.loss_mask": 0.49640684723854067, "decode.d6.loss_dice": 0.7896916091442108, "decode.d7.loss_cls": 0.1793631622567773, "decode.d7.loss_mask": 0.48836628496646883, "decode.d7.loss_dice": 0.7689816355705261, "decode.d8.loss_cls": 0.17963005136698484, "decode.d8.loss_mask": 0.4951976604759693, "decode.d8.loss_dice": 0.75242959856987, "time": 0.536137580871582, "memory": 7204, "step": 136500}
{"lr": 1.7759184570704843e-06, "data_time": 0.00957193374633789, "grad_norm": 99.72341613769531, "loss": 26.07773914337158, "decode.loss_cls": 0.5065952312201262, "decode.loss_mask": 0.6356478989124298, "decode.loss_dice": 1.1624814182519914, "decode.d0.loss_cls": 2.3382493257522583, "decode.d0.loss_mask": 0.7043440014123916, "decode.d0.loss_dice": 1.2943603292107582, "decode.d1.loss_cls": 0.8170153923332691, "decode.d1.loss_mask": 0.6693059429526329, "decode.d1.loss_dice": 1.2307829946279525, "decode.d2.loss_cls": 0.6971898265182972, "decode.d2.loss_mask": 0.6327438414096832, "decode.d2.loss_dice": 1.1859683334827422, "decode.d3.loss_cls": 0.6028388276696205, "decode.d3.loss_mask": 0.6378405034542084, "decode.d3.loss_dice": 1.1717981070280075, "decode.d4.loss_cls": 0.6088427737355232, "decode.d4.loss_mask": 0.6295338556170463, "decode.d4.loss_dice": 1.1292310982942582, "decode.d5.loss_cls": 0.6137102477252483, "decode.d5.loss_mask": 0.6139212638139725, "decode.d5.loss_dice": 1.158721636235714, "decode.d6.loss_cls": 0.570629421621561, "decode.d6.loss_mask": 0.6343598812818527, "decode.d6.loss_dice": 1.1455099880695343, "decode.d7.loss_cls": 0.5535207893699408, "decode.d7.loss_mask": 0.6237195044755935, "decode.d7.loss_dice": 1.168546947836876, "decode.d8.loss_cls": 0.5512483216822147, "decode.d8.loss_mask": 0.6325886696577072, "decode.d8.loss_dice": 1.1564930588006974, "time": 0.5628725051879883, "memory": 7214, "step": 136550}
{"lr": 1.77251014759922e-06, "data_time": 0.009510064125061035, "grad_norm": 85.34156799316406, "loss": 19.62758779525757, "decode.loss_cls": 0.3353354923427105, "decode.loss_mask": 0.5644070357084274, "decode.loss_dice": 0.7724277079105377, "decode.d0.loss_cls": 2.0190640807151796, "decode.d0.loss_mask": 0.6363741397857666, "decode.d0.loss_dice": 0.9103115946054459, "decode.d1.loss_cls": 0.620720574259758, "decode.d1.loss_mask": 0.5636890321969986, "decode.d1.loss_dice": 0.8632890701293945, "decode.d2.loss_cls": 0.5603847205638885, "decode.d2.loss_mask": 0.5541019022464753, "decode.d2.loss_dice": 0.796931728720665, "decode.d3.loss_cls": 0.5184396550059318, "decode.d3.loss_mask": 0.5519119650125504, "decode.d3.loss_dice": 0.7793372064828873, "decode.d4.loss_cls": 0.4135627314448357, "decode.d4.loss_mask": 0.559350335597992, "decode.d4.loss_dice": 0.7772054821252823, "decode.d5.loss_cls": 0.37652854472398756, "decode.d5.loss_mask": 0.5846326857805252, "decode.d5.loss_dice": 0.781702283024788, "decode.d6.loss_cls": 0.38375657200813296, "decode.d6.loss_mask": 0.5782514929771423, "decode.d6.loss_dice": 0.7633318632841111, "decode.d7.loss_cls": 0.345858258754015, "decode.d7.loss_mask": 0.5699424505233764, "decode.d7.loss_dice": 0.7646449118852615, "decode.d8.loss_cls": 0.33765116780996324, "decode.d8.loss_mask": 0.5708154827356339, "decode.d8.loss_dice": 0.7736274749040604, "time": 0.5361177444458007, "memory": 7224, "step": 136600}
{"lr": 1.7691011097783058e-06, "data_time": 0.00945141315460205, "grad_norm": 88.42419357299805, "loss": 18.696650505065918, "decode.loss_cls": 0.28034322112798693, "decode.loss_mask": 0.5029053151607513, "decode.loss_dice": 0.7704665511846542, "decode.d0.loss_cls": 2.0409545063972474, "decode.d0.loss_mask": 0.5673763126134872, "decode.d0.loss_dice": 0.9325932770967483, "decode.d1.loss_cls": 0.51229048371315, "decode.d1.loss_mask": 0.5278998374938965, "decode.d1.loss_dice": 0.8877795189619064, "decode.d2.loss_cls": 0.4306281104683876, "decode.d2.loss_mask": 0.5257388472557067, "decode.d2.loss_dice": 0.8209538370370865, "decode.d3.loss_cls": 0.4026644602417946, "decode.d3.loss_mask": 0.5303074061870575, "decode.d3.loss_dice": 0.7916250497102737, "decode.d4.loss_cls": 0.3719683729112148, "decode.d4.loss_mask": 0.5287042647600174, "decode.d4.loss_dice": 0.7980653524398804, "decode.d5.loss_cls": 0.3498282954096794, "decode.d5.loss_mask": 0.5266704827547073, "decode.d5.loss_dice": 0.8035762041807175, "decode.d6.loss_cls": 0.3216393806040287, "decode.d6.loss_mask": 0.5137718886137008, "decode.d6.loss_dice": 0.7762197047472, "decode.d7.loss_cls": 0.30580464005470276, "decode.d7.loss_mask": 0.5058752357959747, "decode.d7.loss_dice": 0.7744413018226624, "decode.d8.loss_cls": 0.3067080669105053, "decode.d8.loss_mask": 0.5077767163515091, "decode.d8.loss_dice": 0.7810738295316696, "time": 0.5372341871261597, "memory": 7225, "step": 136650}
{"lr": 1.7656913418919574e-06, "data_time": 0.00953514575958252, "grad_norm": 77.80184402465821, "loss": 18.358443403244017, "decode.loss_cls": 0.3005854793824255, "decode.loss_mask": 0.4606687381863594, "decode.loss_dice": 0.7700611680746079, "decode.d0.loss_cls": 2.1574494183063506, "decode.d0.loss_mask": 0.5412717714905739, "decode.d0.loss_dice": 0.9243083968758583, "decode.d1.loss_cls": 0.5860297612845897, "decode.d1.loss_mask": 0.49367827028036115, "decode.d1.loss_dice": 0.8290215969085694, "decode.d2.loss_cls": 0.5110633600503206, "decode.d2.loss_mask": 0.483683717250824, "decode.d2.loss_dice": 0.7894091919064522, "decode.d3.loss_cls": 0.38433008883148434, "decode.d3.loss_mask": 0.470353265106678, "decode.d3.loss_dice": 0.7853371530771256, "decode.d4.loss_cls": 0.3480503550730646, "decode.d4.loss_mask": 0.4786689653992653, "decode.d4.loss_dice": 0.7966668754816055, "decode.d5.loss_cls": 0.37008015206083655, "decode.d5.loss_mask": 0.46896216720342637, "decode.d5.loss_dice": 0.7643090352416039, "decode.d6.loss_cls": 0.3676436636596918, "decode.d6.loss_mask": 0.4631499394774437, "decode.d6.loss_dice": 0.7655701234936714, "decode.d7.loss_cls": 0.32701313025318085, "decode.d7.loss_mask": 0.4566516473889351, "decode.d7.loss_dice": 0.7160800963640213, "decode.d8.loss_cls": 0.31115571116097274, "decode.d8.loss_mask": 0.46139290779829023, "decode.d8.loss_dice": 0.7757978022098542, "time": 0.5339592218399047, "memory": 7240, "step": 136700}
{"lr": 1.7622808422166564e-06, "data_time": 0.009754323959350586, "grad_norm": 95.12937622070312, "loss": 17.739706087112427, "decode.loss_cls": 0.2002627357840538, "decode.loss_mask": 0.5449181884527207, "decode.loss_dice": 0.7775121390819549, "decode.d0.loss_cls": 1.9041884422302247, "decode.d0.loss_mask": 0.5908277347683907, "decode.d0.loss_dice": 0.865512515604496, "decode.d1.loss_cls": 0.4533037908375263, "decode.d1.loss_mask": 0.5578833892941475, "decode.d1.loss_dice": 0.8016046956181526, "decode.d2.loss_cls": 0.3396888792514801, "decode.d2.loss_mask": 0.5345443397760391, "decode.d2.loss_dice": 0.7955309167504311, "decode.d3.loss_cls": 0.2970148459076881, "decode.d3.loss_mask": 0.5395243853330612, "decode.d3.loss_dice": 0.7664791643619537, "decode.d4.loss_cls": 0.2603563107550144, "decode.d4.loss_mask": 0.5398029953241348, "decode.d4.loss_dice": 0.7803961575031281, "decode.d5.loss_cls": 0.2511523365974426, "decode.d5.loss_mask": 0.5420325815677642, "decode.d5.loss_dice": 0.7899613156914711, "decode.d6.loss_cls": 0.22357576712965965, "decode.d6.loss_mask": 0.5441146910190582, "decode.d6.loss_dice": 0.7853991582989692, "decode.d7.loss_cls": 0.2052741341292858, "decode.d7.loss_mask": 0.5441414058208466, "decode.d7.loss_dice": 0.7786445155739784, "decode.d8.loss_cls": 0.20519255474209785, "decode.d8.loss_mask": 0.5466347575187683, "decode.d8.loss_dice": 0.7742312639951706, "time": 0.5347851991653443, "memory": 7254, "step": 136750}
{"lr": 1.7588696090211006e-06, "data_time": 0.009491515159606934, "grad_norm": 88.0689151763916, "loss": 19.95722289085388, "decode.loss_cls": 0.40132409408688546, "decode.loss_mask": 0.5558719784021378, "decode.loss_dice": 0.8222610428929329, "decode.d0.loss_cls": 1.7752022087574004, "decode.d0.loss_mask": 0.6334405988454819, "decode.d0.loss_dice": 0.9447097986936569, "decode.d1.loss_cls": 0.5862091712653636, "decode.d1.loss_mask": 0.5897368550300598, "decode.d1.loss_dice": 0.8952785760164261, "decode.d2.loss_cls": 0.5249378487467766, "decode.d2.loss_mask": 0.5753396302461624, "decode.d2.loss_dice": 0.8339784175157547, "decode.d3.loss_cls": 0.45359078198671343, "decode.d3.loss_mask": 0.5762618318200111, "decode.d3.loss_dice": 0.8534281730651856, "decode.d4.loss_cls": 0.3981241688132286, "decode.d4.loss_mask": 0.5699341848492623, "decode.d4.loss_dice": 0.8571950614452362, "decode.d5.loss_cls": 0.3646933287382126, "decode.d5.loss_mask": 0.561362487077713, "decode.d5.loss_dice": 0.8628752440214157, "decode.d6.loss_cls": 0.3700159557163715, "decode.d6.loss_mask": 0.5604966521263123, "decode.d6.loss_dice": 0.8536574944853783, "decode.d7.loss_cls": 0.3575412355363369, "decode.d7.loss_mask": 0.5636863842606544, "decode.d7.loss_dice": 0.846196137368679, "decode.d8.loss_cls": 0.34611595757305624, "decode.d8.loss_mask": 0.5625726878643036, "decode.d8.loss_dice": 0.8611853584647179, "time": 0.5348544120788574, "memory": 7204, "step": 136800}
{"lr": 1.7554576405661524e-06, "data_time": 0.009424829483032226, "grad_norm": 85.11390686035156, "loss": 21.728834342956542, "decode.loss_cls": 0.42695747688412666, "decode.loss_mask": 0.5289192974567414, "decode.loss_dice": 0.9598253861069679, "decode.d0.loss_cls": 2.106511986255646, "decode.d0.loss_mask": 0.6012700229883194, "decode.d0.loss_dice": 1.1959954768419265, "decode.d1.loss_cls": 0.6422638773918152, "decode.d1.loss_mask": 0.5472049415111542, "decode.d1.loss_dice": 1.0146383315324783, "decode.d2.loss_cls": 0.5391514860093594, "decode.d2.loss_mask": 0.5371010005474091, "decode.d2.loss_dice": 0.9896780520677566, "decode.d3.loss_cls": 0.4839635543525219, "decode.d3.loss_mask": 0.5306347981095314, "decode.d3.loss_dice": 0.9544293820858002, "decode.d4.loss_cls": 0.4561071116477251, "decode.d4.loss_mask": 0.5261223584413528, "decode.d4.loss_dice": 0.9657794028520584, "decode.d5.loss_cls": 0.4483922369778156, "decode.d5.loss_mask": 0.5309178039431572, "decode.d5.loss_dice": 0.9839370891451835, "decode.d6.loss_cls": 0.45659787878394126, "decode.d6.loss_mask": 0.5221042722463608, "decode.d6.loss_dice": 0.9295179843902588, "decode.d7.loss_cls": 0.4104697652161121, "decode.d7.loss_mask": 0.5239738807082176, "decode.d7.loss_dice": 0.9439402997493744, "decode.d8.loss_cls": 0.48068935573101046, "decode.d8.loss_mask": 0.5284786626696587, "decode.d8.loss_dice": 0.9632612064480781, "time": 0.6107255935668945, "memory": 7242, "step": 136850}
{"lr": 1.752044935104784e-06, "data_time": 0.009520554542541504, "grad_norm": 83.97780685424804, "loss": 22.258730602264404, "decode.loss_cls": 0.4911457374691963, "decode.loss_mask": 0.6304311104118824, "decode.loss_dice": 0.8056496426463127, "decode.d0.loss_cls": 2.2285698652267456, "decode.d0.loss_mask": 0.7311326064169407, "decode.d0.loss_dice": 0.9818533003330231, "decode.d1.loss_cls": 0.6995870664715766, "decode.d1.loss_mask": 0.6616369903087616, "decode.d1.loss_dice": 0.8704167872667312, "decode.d2.loss_cls": 0.6469716653227806, "decode.d2.loss_mask": 0.6537639461457729, "decode.d2.loss_dice": 0.8625855773687363, "decode.d3.loss_cls": 0.6304300889372826, "decode.d3.loss_mask": 0.6571847729384899, "decode.d3.loss_dice": 0.8279930889606476, "decode.d4.loss_cls": 0.5420767158269882, "decode.d4.loss_mask": 0.6536709770560265, "decode.d4.loss_dice": 0.8127288073301315, "decode.d5.loss_cls": 0.5168232105672359, "decode.d5.loss_mask": 0.6522377908229828, "decode.d5.loss_dice": 0.832002192735672, "decode.d6.loss_cls": 0.5325268715620041, "decode.d6.loss_mask": 0.6432110652327537, "decode.d6.loss_dice": 0.8027206540107727, "decode.d7.loss_cls": 0.4942145198583603, "decode.d7.loss_mask": 0.6443351916968822, "decode.d7.loss_dice": 0.8256740957498551, "decode.d8.loss_cls": 0.49748397022485735, "decode.d8.loss_mask": 0.6336494229733944, "decode.d8.loss_dice": 0.7960238069295883, "time": 0.5581851243972779, "memory": 7207, "step": 136900}
{"lr": 1.7486314908820236e-06, "data_time": 0.00948030948638916, "grad_norm": 99.02435531616212, "loss": 22.01976947784424, "decode.loss_cls": 0.3446951763704419, "decode.loss_mask": 0.6552484065294266, "decode.loss_dice": 0.952726548910141, "decode.d0.loss_cls": 1.8978993058204652, "decode.d0.loss_mask": 0.7782137781381607, "decode.d0.loss_dice": 1.1262546718120574, "decode.d1.loss_cls": 0.5753542475402356, "decode.d1.loss_mask": 0.6793101668357849, "decode.d1.loss_dice": 1.0210319817066194, "decode.d2.loss_cls": 0.4114455547183752, "decode.d2.loss_mask": 0.6752826392650604, "decode.d2.loss_dice": 1.0186524927616118, "decode.d3.loss_cls": 0.40141674093902113, "decode.d3.loss_mask": 0.6628925234079361, "decode.d3.loss_dice": 0.964361310005188, "decode.d4.loss_cls": 0.3506352465599775, "decode.d4.loss_mask": 0.6669597595930099, "decode.d4.loss_dice": 0.9695384085178376, "decode.d5.loss_cls": 0.37901315204799174, "decode.d5.loss_mask": 0.6559094727039337, "decode.d5.loss_dice": 0.9713578164577484, "decode.d6.loss_cls": 0.34697936922311784, "decode.d6.loss_mask": 0.6624414145946502, "decode.d6.loss_dice": 0.9473932445049286, "decode.d7.loss_cls": 0.3227506637573242, "decode.d7.loss_mask": 0.6611262053251267, "decode.d7.loss_dice": 0.9500337719917298, "decode.d8.loss_cls": 0.3609569311141968, "decode.d8.loss_mask": 0.6582495033740997, "decode.d8.loss_dice": 0.9516400635242462, "time": 0.5333496332168579, "memory": 7223, "step": 136950}
{"lr": 1.7452173061349066e-06, "data_time": 0.009624290466308593, "grad_norm": 84.25450744628907, "loss": 23.219460487365723, "decode.loss_cls": 0.4619039624929428, "decode.loss_mask": 0.6426519691944123, "decode.loss_dice": 0.9629463613033294, "decode.d0.loss_cls": 2.0229423880577087, "decode.d0.loss_mask": 0.6995135962963104, "decode.d0.loss_dice": 1.1334517478942872, "decode.d1.loss_cls": 0.6579852983355522, "decode.d1.loss_mask": 0.6616858154535293, "decode.d1.loss_dice": 1.0332769811153413, "decode.d2.loss_cls": 0.5199800789356231, "decode.d2.loss_mask": 0.6582768261432648, "decode.d2.loss_dice": 1.0607488691806792, "decode.d3.loss_cls": 0.4834457352757454, "decode.d3.loss_mask": 0.6564299941062928, "decode.d3.loss_dice": 1.015102344751358, "decode.d4.loss_cls": 0.48535163700580597, "decode.d4.loss_mask": 0.6613686889410019, "decode.d4.loss_dice": 1.020074063539505, "decode.d5.loss_cls": 0.5063888117671013, "decode.d5.loss_mask": 0.6520582377910614, "decode.d5.loss_dice": 0.9821372747421264, "decode.d6.loss_cls": 0.49599946439266207, "decode.d6.loss_mask": 0.642893186211586, "decode.d6.loss_dice": 0.948574447631836, "decode.d7.loss_cls": 0.45560222268104555, "decode.d7.loss_mask": 0.6379308789968491, "decode.d7.loss_dice": 0.9686268746852875, "decode.d8.loss_cls": 0.45900028198957443, "decode.d8.loss_mask": 0.6452340602874755, "decode.d8.loss_dice": 0.9878783404827118, "time": 0.5373591899871826, "memory": 7227, "step": 137000}
{"lr": 1.7418023790924196e-06, "data_time": 0.009647417068481445, "grad_norm": 99.91231765747071, "loss": 21.74252042770386, "decode.loss_cls": 0.3849243573844433, "decode.loss_mask": 0.5779760122299195, "decode.loss_dice": 0.9723555117845535, "decode.d0.loss_cls": 2.048985850811005, "decode.d0.loss_mask": 0.6731508195400238, "decode.d0.loss_dice": 1.0955729156732559, "decode.d1.loss_cls": 0.5756402418017388, "decode.d1.loss_mask": 0.5873759478330612, "decode.d1.loss_dice": 1.0391857951879502, "decode.d2.loss_cls": 0.5323268130421639, "decode.d2.loss_mask": 0.5936847388744354, "decode.d2.loss_dice": 1.0014321237802506, "decode.d3.loss_cls": 0.43568346202373504, "decode.d3.loss_mask": 0.6071529120206833, "decode.d3.loss_dice": 0.9682105541229248, "decode.d4.loss_cls": 0.3434659417718649, "decode.d4.loss_mask": 0.5969161063432693, "decode.d4.loss_dice": 0.9958325892686843, "decode.d5.loss_cls": 0.3701429270207882, "decode.d5.loss_mask": 0.5846363812685013, "decode.d5.loss_dice": 0.9930031269788742, "decode.d6.loss_cls": 0.38344907723367216, "decode.d6.loss_mask": 0.5790796548128128, "decode.d6.loss_dice": 0.9921027660369873, "decode.d7.loss_cls": 0.35675758570432664, "decode.d7.loss_mask": 0.5751344919204712, "decode.d7.loss_dice": 0.9693912863731384, "decode.d8.loss_cls": 0.3583130519837141, "decode.d8.loss_mask": 0.5741977900266647, "decode.d8.loss_dice": 0.9764401733875274, "time": 0.5331352710723877, "memory": 7242, "step": 137050}
{"lr": 1.7383867079754428e-06, "data_time": 0.009468603134155273, "grad_norm": 96.19041595458984, "loss": 21.70008268356323, "decode.loss_cls": 0.32220687307417395, "decode.loss_mask": 0.6997200429439545, "decode.loss_dice": 0.9240535289049149, "decode.d0.loss_cls": 1.7465411484241486, "decode.d0.loss_mask": 0.7770076513290405, "decode.d0.loss_dice": 1.0307934761047364, "decode.d1.loss_cls": 0.4271849922835827, "decode.d1.loss_mask": 0.7643410503864289, "decode.d1.loss_dice": 0.9574610531330109, "decode.d2.loss_cls": 0.4151113763451576, "decode.d2.loss_mask": 0.7325159758329391, "decode.d2.loss_dice": 0.9323933482170105, "decode.d3.loss_cls": 0.3838047217577696, "decode.d3.loss_mask": 0.7173605471849441, "decode.d3.loss_dice": 0.91939577460289, "decode.d4.loss_cls": 0.4350436830893159, "decode.d4.loss_mask": 0.7144524991512299, "decode.d4.loss_dice": 0.9433944195508956, "decode.d5.loss_cls": 0.38165210615843537, "decode.d5.loss_mask": 0.7131844580173492, "decode.d5.loss_dice": 0.9270859390497208, "decode.d6.loss_cls": 0.3270372925326228, "decode.d6.loss_mask": 0.7085837244987487, "decode.d6.loss_dice": 0.9173357248306274, "decode.d7.loss_cls": 0.30783938951790335, "decode.d7.loss_mask": 0.7069517254829407, "decode.d7.loss_dice": 0.9276117771863938, "decode.d8.loss_cls": 0.30522708091884854, "decode.d8.loss_mask": 0.7111809134483338, "decode.d8.loss_dice": 0.9236102133989335, "time": 0.5621287822723389, "memory": 7349, "step": 137100}
{"lr": 1.7349702909967017e-06, "data_time": 0.00952303409576416, "grad_norm": 116.83616256713867, "loss": 20.474582290649415, "decode.loss_cls": 0.31840014085173607, "decode.loss_mask": 0.5426700443029404, "decode.loss_dice": 0.9475791960954666, "decode.d0.loss_cls": 1.8791846334934235, "decode.d0.loss_mask": 0.6425695836544036, "decode.d0.loss_dice": 1.1001191467046738, "decode.d1.loss_cls": 0.5094574846327304, "decode.d1.loss_mask": 0.5415912419557571, "decode.d1.loss_dice": 1.0119660839438438, "decode.d2.loss_cls": 0.3606243208050728, "decode.d2.loss_mask": 0.5726790338754654, "decode.d2.loss_dice": 1.0059076637029647, "decode.d3.loss_cls": 0.35691346898674964, "decode.d3.loss_mask": 0.5710050702095032, "decode.d3.loss_dice": 0.9736159384250641, "decode.d4.loss_cls": 0.3404010906815529, "decode.d4.loss_mask": 0.5668122112751007, "decode.d4.loss_dice": 0.9717003583908081, "decode.d5.loss_cls": 0.3263049557805061, "decode.d5.loss_mask": 0.5308150738477707, "decode.d5.loss_dice": 0.9685374975204468, "decode.d6.loss_cls": 0.2937833622097969, "decode.d6.loss_mask": 0.5562042474746705, "decode.d6.loss_dice": 0.9524263918399811, "decode.d7.loss_cls": 0.28769556507468225, "decode.d7.loss_mask": 0.5632102578878403, "decode.d7.loss_dice": 0.967061585187912, "decode.d8.loss_cls": 0.2885533235967159, "decode.d8.loss_mask": 0.5577836453914642, "decode.d8.loss_dice": 0.9690093517303466, "time": 0.5327746152877808, "memory": 7199, "step": 137150}
{"lr": 1.7315531263607059e-06, "data_time": 0.009686994552612304, "grad_norm": 100.86103668212891, "loss": 21.463675785064698, "decode.loss_cls": 0.4485537506639957, "decode.loss_mask": 0.5862781181931496, "decode.loss_dice": 0.9101390779018402, "decode.d0.loss_cls": 1.7854565143585206, "decode.d0.loss_mask": 0.6521615386009216, "decode.d0.loss_dice": 1.077409802377224, "decode.d1.loss_cls": 0.6841650262475014, "decode.d1.loss_mask": 0.6267243206501008, "decode.d1.loss_dice": 0.957152996957302, "decode.d2.loss_cls": 0.5696069568395614, "decode.d2.loss_mask": 0.6088643208146095, "decode.d2.loss_dice": 0.942142890393734, "decode.d3.loss_cls": 0.4764921337366104, "decode.d3.loss_mask": 0.5867890864610672, "decode.d3.loss_dice": 0.9320312783122062, "decode.d4.loss_cls": 0.42944990694522855, "decode.d4.loss_mask": 0.5868991479277611, "decode.d4.loss_dice": 0.894991347193718, "decode.d5.loss_cls": 0.4186880990862846, "decode.d5.loss_mask": 0.5908557280898095, "decode.d5.loss_dice": 0.9216751620173455, "decode.d6.loss_cls": 0.4179626479744911, "decode.d6.loss_mask": 0.5865788131952285, "decode.d6.loss_dice": 0.9066530883312225, "decode.d7.loss_cls": 0.4562385484576225, "decode.d7.loss_mask": 0.5842927649617196, "decode.d7.loss_dice": 0.9162838384509087, "decode.d8.loss_cls": 0.41039590537548065, "decode.d8.loss_mask": 0.584015466272831, "decode.d8.loss_dice": 0.9147275000810623, "time": 0.5358551025390625, "memory": 7353, "step": 137200}
{"lr": 1.7281352122636933e-06, "data_time": 0.009335017204284668, "grad_norm": 103.29659729003906, "loss": 22.84084997177124, "decode.loss_cls": 0.4009399086236954, "decode.loss_mask": 0.562769889831543, "decode.loss_dice": 0.9773922085762023, "decode.d0.loss_cls": 2.369376170635223, "decode.d0.loss_mask": 0.6871561795473099, "decode.d0.loss_dice": 1.2179169535636902, "decode.d1.loss_cls": 0.6126571714878082, "decode.d1.loss_mask": 0.6068266987800598, "decode.d1.loss_dice": 1.0764765799045564, "decode.d2.loss_cls": 0.5080242350697517, "decode.d2.loss_mask": 0.5813792049884796, "decode.d2.loss_dice": 1.0560656845569611, "decode.d3.loss_cls": 0.5142832949757576, "decode.d3.loss_mask": 0.5668012082576752, "decode.d3.loss_dice": 0.9790568888187409, "decode.d4.loss_cls": 0.5416127070784569, "decode.d4.loss_mask": 0.5713704884052276, "decode.d4.loss_dice": 0.9859002649784088, "decode.d5.loss_cls": 0.4325906753540039, "decode.d5.loss_mask": 0.5677640989422799, "decode.d5.loss_dice": 1.0073866248130798, "decode.d6.loss_cls": 0.46037541180849073, "decode.d6.loss_mask": 0.5712652772665023, "decode.d6.loss_dice": 1.004940891265869, "decode.d7.loss_cls": 0.44773521572351455, "decode.d7.loss_mask": 0.5716854855418205, "decode.d7.loss_dice": 0.9970811784267426, "decode.d8.loss_cls": 0.4133359655737877, "decode.d8.loss_mask": 0.5643361300230026, "decode.d8.loss_dice": 0.9863468766212463, "time": 0.5361598491668701, "memory": 7205, "step": 137250}
{"lr": 1.7247165468935815e-06, "data_time": 0.009414196014404297, "grad_norm": 93.3104850769043, "loss": 23.626595973968506, "decode.loss_cls": 0.33799106776714327, "decode.loss_mask": 0.6500886648893356, "decode.loss_dice": 1.1187997072935105, "decode.d0.loss_cls": 1.803251612186432, "decode.d0.loss_mask": 0.721727043390274, "decode.d0.loss_dice": 1.2964552521705628, "decode.d1.loss_cls": 0.5657888434827327, "decode.d1.loss_mask": 0.6577716439962387, "decode.d1.loss_dice": 1.2049869358539582, "decode.d2.loss_cls": 0.49176614731550217, "decode.d2.loss_mask": 0.6675665438175201, "decode.d2.loss_dice": 1.1785869896411896, "decode.d3.loss_cls": 0.44830789268016813, "decode.d3.loss_mask": 0.6543736338615418, "decode.d3.loss_dice": 1.150002846121788, "decode.d4.loss_cls": 0.4184165894985199, "decode.d4.loss_mask": 0.6492126554250717, "decode.d4.loss_dice": 1.1070389449596405, "decode.d5.loss_cls": 0.36716875806450844, "decode.d5.loss_mask": 0.6546941637992859, "decode.d5.loss_dice": 1.1337397247552872, "decode.d6.loss_cls": 0.3185424193739891, "decode.d6.loss_mask": 0.6560105741024017, "decode.d6.loss_dice": 1.106007981300354, "decode.d7.loss_cls": 0.36988757699728014, "decode.d7.loss_mask": 0.6578089743852615, "decode.d7.loss_dice": 1.1015078127384186, "decode.d8.loss_cls": 0.3802665486931801, "decode.d8.loss_mask": 0.648560106754303, "decode.d8.loss_dice": 1.1102697819471359, "time": 0.5353958606719971, "memory": 7212, "step": 137300}
{"lr": 1.7212971284298996e-06, "data_time": 0.0095289945602417, "grad_norm": 83.06478385925293, "loss": 19.30067434310913, "decode.loss_cls": 0.35787240862846376, "decode.loss_mask": 0.5048683822154999, "decode.loss_dice": 0.8520602196455002, "decode.d0.loss_cls": 1.8498511075973512, "decode.d0.loss_mask": 0.5333053961396217, "decode.d0.loss_dice": 1.01672805249691, "decode.d1.loss_cls": 0.4423779331147671, "decode.d1.loss_mask": 0.49204120934009554, "decode.d1.loss_dice": 0.9148465275764466, "decode.d2.loss_cls": 0.43081078454852106, "decode.d2.loss_mask": 0.49130165874958037, "decode.d2.loss_dice": 0.8957386136054992, "decode.d3.loss_cls": 0.4267781887203455, "decode.d3.loss_mask": 0.4834262117743492, "decode.d3.loss_dice": 0.8605632752180099, "decode.d4.loss_cls": 0.3731285188347101, "decode.d4.loss_mask": 0.4733248710632324, "decode.d4.loss_dice": 0.8864267915487289, "decode.d5.loss_cls": 0.3906142424792051, "decode.d5.loss_mask": 0.47359245717525483, "decode.d5.loss_dice": 0.8734100669622421, "decode.d6.loss_cls": 0.4240071579813957, "decode.d6.loss_mask": 0.5033155590295791, "decode.d6.loss_dice": 0.8673005878925324, "decode.d7.loss_cls": 0.37962819561362265, "decode.d7.loss_mask": 0.49638969004154204, "decode.d7.loss_dice": 0.8945925027132035, "decode.d8.loss_cls": 0.3398187253624201, "decode.d8.loss_mask": 0.4993270382285118, "decode.d8.loss_dice": 0.8732278972864151, "time": 0.5348420858383178, "memory": 7207, "step": 137350}
{"lr": 1.71787695504374e-06, "data_time": 0.009197020530700683, "grad_norm": 90.13538131713867, "loss": 20.38054370880127, "decode.loss_cls": 0.31208186596632004, "decode.loss_mask": 0.45799294114112854, "decode.loss_dice": 1.0343889981508254, "decode.d0.loss_cls": 1.7595707178115845, "decode.d0.loss_mask": 0.5130205869674682, "decode.d0.loss_dice": 1.186615589261055, "decode.d1.loss_cls": 0.46103696152567863, "decode.d1.loss_mask": 0.4721281111240387, "decode.d1.loss_dice": 1.1074033752083778, "decode.d2.loss_cls": 0.41227360591292384, "decode.d2.loss_mask": 0.4773963004350662, "decode.d2.loss_dice": 1.103694161772728, "decode.d3.loss_cls": 0.3672974266111851, "decode.d3.loss_mask": 0.4705671727657318, "decode.d3.loss_dice": 1.0480837374925613, "decode.d4.loss_cls": 0.3550938818603754, "decode.d4.loss_mask": 0.4604916751384735, "decode.d4.loss_dice": 1.0415969759225845, "decode.d5.loss_cls": 0.325098542496562, "decode.d5.loss_mask": 0.46078444719314576, "decode.d5.loss_dice": 1.031154665350914, "decode.d6.loss_cls": 0.3145351968705654, "decode.d6.loss_mask": 0.4626264154911041, "decode.d6.loss_dice": 1.0504032760858535, "decode.d7.loss_cls": 0.34338015466928484, "decode.d7.loss_mask": 0.46340406835079195, "decode.d7.loss_dice": 1.0458830162882804, "decode.d8.loss_cls": 0.3508149925619364, "decode.d8.loss_mask": 0.4558174192905426, "decode.d8.loss_dice": 1.0359076023101808, "time": 0.5849693775177002, "memory": 7200, "step": 137400}
{"lr": 1.7144560248976938e-06, "data_time": 0.009342122077941894, "grad_norm": 89.70983657836913, "loss": 20.913340425491334, "decode.loss_cls": 0.5586874801665545, "decode.loss_mask": 0.4879909217357635, "decode.loss_dice": 0.7125709563493728, "decode.d0.loss_cls": 2.2808352947235107, "decode.d0.loss_mask": 0.6253294497728348, "decode.d0.loss_dice": 0.971850436925888, "decode.d1.loss_cls": 0.8342681556940079, "decode.d1.loss_mask": 0.5994710609316826, "decode.d1.loss_dice": 0.8285158112645149, "decode.d2.loss_cls": 0.7497586816549301, "decode.d2.loss_mask": 0.5245306983590126, "decode.d2.loss_dice": 0.7613785713911057, "decode.d3.loss_cls": 0.7218896158039569, "decode.d3.loss_mask": 0.5076355919241905, "decode.d3.loss_dice": 0.7625539511442184, "decode.d4.loss_cls": 0.5844309579581022, "decode.d4.loss_mask": 0.5166057989001274, "decode.d4.loss_dice": 0.7494525223970413, "decode.d5.loss_cls": 0.5081790871918201, "decode.d5.loss_mask": 0.5206425696611404, "decode.d5.loss_dice": 0.757768239080906, "decode.d6.loss_cls": 0.5367199469357729, "decode.d6.loss_mask": 0.49620898365974425, "decode.d6.loss_dice": 0.7735120207071304, "decode.d7.loss_cls": 0.5151758316904307, "decode.d7.loss_mask": 0.4936892881989479, "decode.d7.loss_dice": 0.7601403802633285, "decode.d8.loss_cls": 0.5373374715447425, "decode.d8.loss_mask": 0.4900007680058479, "decode.d8.loss_dice": 0.746209143102169, "time": 0.5352648496627808, "memory": 7236, "step": 137450}
{"lr": 1.7110343361457992e-06, "data_time": 0.009432625770568848, "grad_norm": 88.6871208190918, "loss": 26.43178062438965, "decode.loss_cls": 0.5297389835119247, "decode.loss_mask": 0.7631892502307892, "decode.loss_dice": 1.0501079916954041, "decode.d0.loss_cls": 2.2273757696151733, "decode.d0.loss_mask": 0.8342230200767518, "decode.d0.loss_dice": 1.223929649591446, "decode.d1.loss_cls": 0.6806225627660751, "decode.d1.loss_mask": 0.8104900062084198, "decode.d1.loss_dice": 1.184881579875946, "decode.d2.loss_cls": 0.6557894207537174, "decode.d2.loss_mask": 0.7647750079631805, "decode.d2.loss_dice": 1.128071701526642, "decode.d3.loss_cls": 0.6398920014500618, "decode.d3.loss_mask": 0.7665096402168274, "decode.d3.loss_dice": 1.1060671627521514, "decode.d4.loss_cls": 0.617798238992691, "decode.d4.loss_mask": 0.7401872605085373, "decode.d4.loss_dice": 1.0788558065891265, "decode.d5.loss_cls": 0.6328229770064354, "decode.d5.loss_mask": 0.7523142546415329, "decode.d5.loss_dice": 1.058525764942169, "decode.d6.loss_cls": 0.6117328755557537, "decode.d6.loss_mask": 0.7678024441003799, "decode.d6.loss_dice": 1.0667760074138641, "decode.d7.loss_cls": 0.5703951299190522, "decode.d7.loss_mask": 0.7543527603149414, "decode.d7.loss_dice": 1.0480304121971131, "decode.d8.loss_cls": 0.5328533761203289, "decode.d8.loss_mask": 0.7618654161691666, "decode.d8.loss_dice": 1.071803617477417, "time": 0.537135648727417, "memory": 7216, "step": 137500}
{"lr": 1.7076118869334768e-06, "data_time": 0.0093397855758667, "grad_norm": 93.81867561340331, "loss": 21.659802436828613, "decode.loss_cls": 0.36739334315061567, "decode.loss_mask": 0.6351877808570862, "decode.loss_dice": 0.8988215833902359, "decode.d0.loss_cls": 1.868929237127304, "decode.d0.loss_mask": 0.6731944561004639, "decode.d0.loss_dice": 1.1141727805137633, "decode.d1.loss_cls": 0.502676922082901, "decode.d1.loss_mask": 0.6617128640413285, "decode.d1.loss_dice": 1.0212233871221543, "decode.d2.loss_cls": 0.5294623479247094, "decode.d2.loss_mask": 0.6250839620828629, "decode.d2.loss_dice": 0.9743085846304893, "decode.d3.loss_cls": 0.49119845405220985, "decode.d3.loss_mask": 0.636145356297493, "decode.d3.loss_dice": 0.9313559010624886, "decode.d4.loss_cls": 0.4751105785369873, "decode.d4.loss_mask": 0.6250527769327163, "decode.d4.loss_dice": 0.881233049929142, "decode.d5.loss_cls": 0.45573983117938044, "decode.d5.loss_mask": 0.6207552999258041, "decode.d5.loss_dice": 0.8951199144124985, "decode.d6.loss_cls": 0.4491583600640297, "decode.d6.loss_mask": 0.6299694210290909, "decode.d6.loss_dice": 0.8816424027085304, "decode.d7.loss_cls": 0.373584209382534, "decode.d7.loss_mask": 0.6330541267991066, "decode.d7.loss_dice": 0.9045125037431717, "decode.d8.loss_cls": 0.37760816141963005, "decode.d8.loss_mask": 0.6240335687994957, "decode.d8.loss_dice": 0.9023616462945938, "time": 0.5345775604248046, "memory": 7209, "step": 137550}
{"lr": 1.7041886753974717e-06, "data_time": 0.009293603897094726, "grad_norm": 108.65975189208984, "loss": 21.49057183265686, "decode.loss_cls": 0.35868617221713067, "decode.loss_mask": 0.6495554774999619, "decode.loss_dice": 0.8496382340788842, "decode.d0.loss_cls": 2.0110528826713563, "decode.d0.loss_mask": 0.7710861667990685, "decode.d0.loss_dice": 1.0502930566668511, "decode.d1.loss_cls": 0.6024718105792999, "decode.d1.loss_mask": 0.7082947432994843, "decode.d1.loss_dice": 0.9593559265136719, "decode.d2.loss_cls": 0.5315564945340157, "decode.d2.loss_mask": 0.6645671829581261, "decode.d2.loss_dice": 0.8987119406461715, "decode.d3.loss_cls": 0.46203278973698614, "decode.d3.loss_mask": 0.653534197807312, "decode.d3.loss_dice": 0.843473669886589, "decode.d4.loss_cls": 0.4429159045219421, "decode.d4.loss_mask": 0.6410927295684814, "decode.d4.loss_dice": 0.8413035899400712, "decode.d5.loss_cls": 0.40984781458973885, "decode.d5.loss_mask": 0.6382446005940438, "decode.d5.loss_dice": 0.8549951359629631, "decode.d6.loss_cls": 0.43000025302171707, "decode.d6.loss_mask": 0.6544764965772629, "decode.d6.loss_dice": 0.8524608224630356, "decode.d7.loss_cls": 0.37290310487151146, "decode.d7.loss_mask": 0.6554342672228813, "decode.d7.loss_dice": 0.8275200575590134, "decode.d8.loss_cls": 0.3471520565450191, "decode.d8.loss_mask": 0.6565853029489517, "decode.d8.loss_dice": 0.8513289377093315, "time": 0.5354867219924927, "memory": 7241, "step": 137600}
{"lr": 1.700764699665795e-06, "data_time": 0.009940433502197265, "grad_norm": 89.60221481323242, "loss": 22.273849964141846, "decode.loss_cls": 0.34351745396852496, "decode.loss_mask": 0.740024809539318, "decode.loss_dice": 0.9157721057534218, "decode.d0.loss_cls": 1.6623261034488679, "decode.d0.loss_mask": 0.8185407400131226, "decode.d0.loss_dice": 1.1220739394426347, "decode.d1.loss_cls": 0.5157797649502754, "decode.d1.loss_mask": 0.77775137424469, "decode.d1.loss_dice": 0.964958219230175, "decode.d2.loss_cls": 0.4225736416876316, "decode.d2.loss_mask": 0.7590862900018692, "decode.d2.loss_dice": 0.9607820644974708, "decode.d3.loss_cls": 0.42263066619634626, "decode.d3.loss_mask": 0.7550122171640397, "decode.d3.loss_dice": 0.9341853603720665, "decode.d4.loss_cls": 0.34838627502322195, "decode.d4.loss_mask": 0.760642908513546, "decode.d4.loss_dice": 0.9371270522475242, "decode.d5.loss_cls": 0.3764688208699226, "decode.d5.loss_mask": 0.7493356138467788, "decode.d5.loss_dice": 0.9436089172959328, "decode.d6.loss_cls": 0.3794348567724228, "decode.d6.loss_mask": 0.744281342625618, "decode.d6.loss_dice": 0.92936090528965, "decode.d7.loss_cls": 0.3659394904971123, "decode.d7.loss_mask": 0.736518619954586, "decode.d7.loss_dice": 0.8874804347753524, "decode.d8.loss_cls": 0.3773373618721962, "decode.d8.loss_mask": 0.7266286015510559, "decode.d8.loss_dice": 0.8962837055325508, "time": 0.5358455657958985, "memory": 7280, "step": 137650}
{"lr": 1.697339957857664e-06, "data_time": 0.00973198413848877, "grad_norm": 89.21444549560547, "loss": 21.72051134109497, "decode.loss_cls": 0.35022235214710234, "decode.loss_mask": 0.5561992079019547, "decode.loss_dice": 0.9484472662210465, "decode.d0.loss_cls": 2.3531969785690308, "decode.d0.loss_mask": 0.6590875834226608, "decode.d0.loss_dice": 1.2103188544511796, "decode.d1.loss_cls": 0.5690227434039116, "decode.d1.loss_mask": 0.6133180245757103, "decode.d1.loss_dice": 1.1153554946184159, "decode.d2.loss_cls": 0.44610619097948073, "decode.d2.loss_mask": 0.5779661297798157, "decode.d2.loss_dice": 1.0087642699480057, "decode.d3.loss_cls": 0.3908840581774712, "decode.d3.loss_mask": 0.5771655067801476, "decode.d3.loss_dice": 0.9462297141551972, "decode.d4.loss_cls": 0.37226937115192416, "decode.d4.loss_mask": 0.5698625922203064, "decode.d4.loss_dice": 0.99184480458498, "decode.d5.loss_cls": 0.39600882306694984, "decode.d5.loss_mask": 0.5643430858850479, "decode.d5.loss_dice": 0.9598942518234252, "decode.d6.loss_cls": 0.33620627894997596, "decode.d6.loss_mask": 0.5721809163689613, "decode.d6.loss_dice": 0.9423013657331467, "decode.d7.loss_cls": 0.3254339888691902, "decode.d7.loss_mask": 0.5663615345954895, "decode.d7.loss_dice": 0.9759198188781738, "decode.d8.loss_cls": 0.3056932859122753, "decode.d8.loss_mask": 0.5569319143891335, "decode.d8.loss_dice": 0.962975263595581, "time": 0.5365370750427246, "memory": 7333, "step": 137700}
{"lr": 1.6939144480834358e-06, "data_time": 0.009868478775024414, "grad_norm": 99.56800842285156, "loss": 17.281688117980956, "decode.loss_cls": 0.3760784141719341, "decode.loss_mask": 0.5304571568965912, "decode.loss_dice": 0.6248368263244629, "decode.d0.loss_cls": 1.8734387159347534, "decode.d0.loss_mask": 0.5623005449771881, "decode.d0.loss_dice": 0.7921252846717834, "decode.d1.loss_cls": 0.5578639157116413, "decode.d1.loss_mask": 0.5435974627733231, "decode.d1.loss_dice": 0.6811180382966995, "decode.d2.loss_cls": 0.4229986324906349, "decode.d2.loss_mask": 0.5323078691959381, "decode.d2.loss_dice": 0.691876545548439, "decode.d3.loss_cls": 0.3878198370337486, "decode.d3.loss_mask": 0.525750282406807, "decode.d3.loss_dice": 0.6643780291080474, "decode.d4.loss_cls": 0.346091078966856, "decode.d4.loss_mask": 0.5282780796289444, "decode.d4.loss_dice": 0.6602852523326874, "decode.d5.loss_cls": 0.3392385259270668, "decode.d5.loss_mask": 0.5259871751070022, "decode.d5.loss_dice": 0.651960688829422, "decode.d6.loss_cls": 0.31779439374804497, "decode.d6.loss_mask": 0.5232416749000549, "decode.d6.loss_dice": 0.6409733206033706, "decode.d7.loss_cls": 0.3262301877140999, "decode.d7.loss_mask": 0.5210932731628418, "decode.d7.loss_dice": 0.6258217424154282, "decode.d8.loss_cls": 0.3730037324130535, "decode.d8.loss_mask": 0.5233311384916306, "decode.d8.loss_dice": 0.6114109814167022, "time": 0.5351345300674438, "memory": 7147, "step": 137750}
{"lr": 1.6904881684445534e-06, "data_time": 0.009935951232910157, "grad_norm": 86.52857284545898, "loss": 17.385985946655275, "decode.loss_cls": 0.2790615610778332, "decode.loss_mask": 0.5358612656593322, "decode.loss_dice": 0.7216109365224839, "decode.d0.loss_cls": 1.7261847019195558, "decode.d0.loss_mask": 0.58148592710495, "decode.d0.loss_dice": 0.8570433765649795, "decode.d1.loss_cls": 0.39622669517993925, "decode.d1.loss_mask": 0.5713968247175216, "decode.d1.loss_dice": 0.7415070980787277, "decode.d2.loss_cls": 0.4315333254635334, "decode.d2.loss_mask": 0.5376915395259857, "decode.d2.loss_dice": 0.7299196869134903, "decode.d3.loss_cls": 0.35819665938615797, "decode.d3.loss_mask": 0.5356388330459595, "decode.d3.loss_dice": 0.7000866949558258, "decode.d4.loss_cls": 0.33975868821144106, "decode.d4.loss_mask": 0.5320247262716293, "decode.d4.loss_dice": 0.7164629995822906, "decode.d5.loss_cls": 0.3225099816918373, "decode.d5.loss_mask": 0.5264665439724923, "decode.d5.loss_dice": 0.7101488143205643, "decode.d6.loss_cls": 0.2893428772687912, "decode.d6.loss_mask": 0.5460651978850365, "decode.d6.loss_dice": 0.7178588211536407, "decode.d7.loss_cls": 0.21634959280490876, "decode.d7.loss_mask": 0.5584090501070023, "decode.d7.loss_dice": 0.7299688279628753, "decode.d8.loss_cls": 0.2128781970590353, "decode.d8.loss_mask": 0.549874623119831, "decode.d8.loss_dice": 0.7144220322370529, "time": 0.5638246536254883, "memory": 7263, "step": 137800}
{"lr": 1.687061117033474e-06, "data_time": 0.009696674346923829, "grad_norm": 90.78853836059571, "loss": 24.324420928955078, "decode.loss_cls": 0.4037478417158127, "decode.loss_mask": 0.6444056540727615, "decode.loss_dice": 1.1508792519569397, "decode.d0.loss_cls": 2.1396990060806274, "decode.d0.loss_mask": 0.7246205359697342, "decode.d0.loss_dice": 1.2883072912693023, "decode.d1.loss_cls": 0.5941911116242409, "decode.d1.loss_mask": 0.6545754998922348, "decode.d1.loss_dice": 1.2376415491104127, "decode.d2.loss_cls": 0.5079618528485298, "decode.d2.loss_mask": 0.6385029494762421, "decode.d2.loss_dice": 1.1901756197214126, "decode.d3.loss_cls": 0.4596604906022549, "decode.d3.loss_mask": 0.6339301615953445, "decode.d3.loss_dice": 1.124769428372383, "decode.d4.loss_cls": 0.4101301319897175, "decode.d4.loss_mask": 0.6334785938262939, "decode.d4.loss_dice": 1.1746582388877869, "decode.d5.loss_cls": 0.39684622511267664, "decode.d5.loss_mask": 0.6260511964559555, "decode.d5.loss_dice": 1.1564703166484833, "decode.d6.loss_cls": 0.3984032474458218, "decode.d6.loss_mask": 0.6372702419757843, "decode.d6.loss_dice": 1.1304768711328506, "decode.d7.loss_cls": 0.37225575372576714, "decode.d7.loss_mask": 0.6445845991373063, "decode.d7.loss_dice": 1.1498242616653442, "decode.d8.loss_cls": 0.4334854133427143, "decode.d8.loss_mask": 0.6378821790218353, "decode.d8.loss_dice": 1.1295353531837464, "time": 0.5343953847885132, "memory": 7233, "step": 137850}
{"lr": 1.6836332919336137e-06, "data_time": 0.009926414489746094, "grad_norm": 80.06093292236328, "loss": 22.87116107940674, "decode.loss_cls": 0.5418862529098988, "decode.loss_mask": 0.586027079820633, "decode.loss_dice": 0.871826422214508, "decode.d0.loss_cls": 2.46019070148468, "decode.d0.loss_mask": 0.6568465277552604, "decode.d0.loss_dice": 1.099866595864296, "decode.d1.loss_cls": 0.7619727231562138, "decode.d1.loss_mask": 0.6117459863424302, "decode.d1.loss_dice": 0.9570807725191116, "decode.d2.loss_cls": 0.7114867731928826, "decode.d2.loss_mask": 0.5652068927884102, "decode.d2.loss_dice": 0.9149661719799042, "decode.d3.loss_cls": 0.6510941252112389, "decode.d3.loss_mask": 0.5758215144276619, "decode.d3.loss_dice": 0.8911014437675476, "decode.d4.loss_cls": 0.616980005055666, "decode.d4.loss_mask": 0.5660943478345871, "decode.d4.loss_dice": 0.8887724101543426, "decode.d5.loss_cls": 0.5788467958569526, "decode.d5.loss_mask": 0.5785620763897896, "decode.d5.loss_dice": 0.8752610743045807, "decode.d6.loss_cls": 0.5703326858580112, "decode.d6.loss_mask": 0.5693547487258911, "decode.d6.loss_dice": 0.8457110852003098, "decode.d7.loss_cls": 0.5350653596222401, "decode.d7.loss_mask": 0.573976942896843, "decode.d7.loss_dice": 0.8526261508464813, "decode.d8.loss_cls": 0.527723279595375, "decode.d8.loss_mask": 0.5782762542366982, "decode.d8.loss_dice": 0.8564587265253067, "time": 0.532200288772583, "memory": 7254, "step": 137900}
{"lr": 1.6802046912192812e-06, "data_time": 0.009844541549682617, "grad_norm": 104.93963851928712, "loss": 21.9199499130249, "decode.loss_cls": 0.4680316712707281, "decode.loss_mask": 0.5883525446057319, "decode.loss_dice": 0.8553281098604202, "decode.d0.loss_cls": 2.090265083312988, "decode.d0.loss_mask": 0.7051738783717155, "decode.d0.loss_dice": 1.0530290693044662, "decode.d1.loss_cls": 0.5634244486689568, "decode.d1.loss_mask": 0.6568723097443581, "decode.d1.loss_dice": 0.9815183073282242, "decode.d2.loss_cls": 0.5836557257920504, "decode.d2.loss_mask": 0.6443996325135231, "decode.d2.loss_dice": 0.9065755426883697, "decode.d3.loss_cls": 0.5339742682874202, "decode.d3.loss_mask": 0.6270237788558006, "decode.d3.loss_dice": 0.9003124624490738, "decode.d4.loss_cls": 0.511548887938261, "decode.d4.loss_mask": 0.6169364213943481, "decode.d4.loss_dice": 0.8826727420091629, "decode.d5.loss_cls": 0.48110269457101823, "decode.d5.loss_mask": 0.6251411080360413, "decode.d5.loss_dice": 0.8848284304141998, "decode.d6.loss_cls": 0.4808256044983864, "decode.d6.loss_mask": 0.6009391337633133, "decode.d6.loss_dice": 0.8427042186260223, "decode.d7.loss_cls": 0.4698421970009804, "decode.d7.loss_mask": 0.6013219609856606, "decode.d7.loss_dice": 0.8625559449195862, "decode.d8.loss_cls": 0.46597255393862724, "decode.d8.loss_mask": 0.5861855030059815, "decode.d8.loss_dice": 0.8494360029697419, "time": 0.5588565826416015, "memory": 7213, "step": 137950}
{"lr": 1.6767753129556169e-06, "data_time": 0.009565925598144532, "grad_norm": 85.09517669677734, "loss": 15.626809406280518, "decode.loss_cls": 0.29776042252779006, "decode.loss_mask": 0.44663875102996825, "decode.loss_dice": 0.6279193073511123, "decode.d0.loss_cls": 1.7704065263271331, "decode.d0.loss_mask": 0.4720737308263779, "decode.d0.loss_dice": 0.7120257377624511, "decode.d1.loss_cls": 0.5448553744703531, "decode.d1.loss_mask": 0.44719060361385343, "decode.d1.loss_dice": 0.6129294991493225, "decode.d2.loss_cls": 0.37452645413577557, "decode.d2.loss_mask": 0.44342911541461943, "decode.d2.loss_dice": 0.6315496057271958, "decode.d3.loss_cls": 0.3556939784437418, "decode.d3.loss_mask": 0.4417838379740715, "decode.d3.loss_dice": 0.6079308569431305, "decode.d4.loss_cls": 0.3093119220808148, "decode.d4.loss_mask": 0.44534102231264117, "decode.d4.loss_dice": 0.6176734387874603, "decode.d5.loss_cls": 0.30689554922282697, "decode.d5.loss_mask": 0.4439570248126984, "decode.d5.loss_dice": 0.632451930642128, "decode.d6.loss_cls": 0.32883891053497794, "decode.d6.loss_mask": 0.4421554908156395, "decode.d6.loss_dice": 0.6042042523622513, "decode.d7.loss_cls": 0.27467396706342695, "decode.d7.loss_mask": 0.4449116110801697, "decode.d7.loss_dice": 0.6293724477291107, "decode.d8.loss_cls": 0.2893558036535978, "decode.d8.loss_mask": 0.444882895052433, "decode.d8.loss_dice": 0.6260693937540054, "time": 0.5334660768508911, "memory": 7226, "step": 138000}
{"lr": 1.6733451551985214e-06, "data_time": 0.009954428672790528, "grad_norm": 86.05278015136719, "loss": 22.928166007995607, "decode.loss_cls": 0.4294340945780277, "decode.loss_mask": 0.6917209506034852, "decode.loss_dice": 0.9748229891061783, "decode.d0.loss_cls": 2.1922369718551638, "decode.d0.loss_mask": 0.7547586500644684, "decode.d0.loss_dice": 1.1609536290168763, "decode.d1.loss_cls": 0.5170717172324657, "decode.d1.loss_mask": 0.7063046365976333, "decode.d1.loss_dice": 1.0348993778228759, "decode.d2.loss_cls": 0.4207214146852493, "decode.d2.loss_mask": 0.6731268525123596, "decode.d2.loss_dice": 0.9934903055429458, "decode.d3.loss_cls": 0.4339492112398148, "decode.d3.loss_mask": 0.6810526639223099, "decode.d3.loss_dice": 0.9954801589250565, "decode.d4.loss_cls": 0.4357914164662361, "decode.d4.loss_mask": 0.6428549766540528, "decode.d4.loss_dice": 0.9739327996969223, "decode.d5.loss_cls": 0.42537000626325605, "decode.d5.loss_mask": 0.6814547538757324, "decode.d5.loss_dice": 0.9820734947919846, "decode.d6.loss_cls": 0.38979863449931146, "decode.d6.loss_mask": 0.6872267425060272, "decode.d6.loss_dice": 0.9607093870639801, "decode.d7.loss_cls": 0.37150857150554656, "decode.d7.loss_mask": 0.6749068766832351, "decode.d7.loss_dice": 0.974196195602417, "decode.d8.loss_cls": 0.40250287130475043, "decode.d8.loss_mask": 0.691155195236206, "decode.d8.loss_dice": 0.974660474061966, "time": 0.5338309526443481, "memory": 7243, "step": 138050}
{"lr": 1.6699142159945966e-06, "data_time": 0.009500360488891602, "grad_norm": 87.0643985748291, "loss": 22.55900945663452, "decode.loss_cls": 0.39772618263959886, "decode.loss_mask": 0.5827618688344955, "decode.loss_dice": 0.9462405562400817, "decode.d0.loss_cls": 2.225054109096527, "decode.d0.loss_mask": 0.6804764032363891, "decode.d0.loss_dice": 1.1312234193086623, "decode.d1.loss_cls": 0.5867022693157196, "decode.d1.loss_mask": 0.6229962795972824, "decode.d1.loss_dice": 1.036567372083664, "decode.d2.loss_cls": 0.5592977404594421, "decode.d2.loss_mask": 0.610620167851448, "decode.d2.loss_dice": 1.0030724942684173, "decode.d3.loss_cls": 0.5292030245065689, "decode.d3.loss_mask": 0.6193008348345757, "decode.d3.loss_dice": 0.9534541696310044, "decode.d4.loss_cls": 0.5064290374517441, "decode.d4.loss_mask": 0.6167954444885254, "decode.d4.loss_dice": 0.9604893684387207, "decode.d5.loss_cls": 0.5435238420963288, "decode.d5.loss_mask": 0.5804719999432564, "decode.d5.loss_dice": 0.9498314261436462, "decode.d6.loss_cls": 0.4709853485226631, "decode.d6.loss_mask": 0.5821411192417145, "decode.d6.loss_dice": 0.9390769302845001, "decode.d7.loss_cls": 0.41863304525613787, "decode.d7.loss_mask": 0.6097308620810509, "decode.d7.loss_dice": 0.9527906537055969, "decode.d8.loss_cls": 0.4109139785170555, "decode.d8.loss_mask": 0.5866572767496109, "decode.d8.loss_dice": 0.9458413779735565, "time": 0.5307913780212402, "memory": 7216, "step": 138100}
{"lr": 1.6664824933810782e-06, "data_time": 0.009660840034484863, "grad_norm": 85.76620559692383, "loss": 24.01804676055908, "decode.loss_cls": 0.3975231796503067, "decode.loss_mask": 0.6349728167057037, "decode.loss_dice": 1.0400402516126632, "decode.d0.loss_cls": 2.2144016861915587, "decode.d0.loss_mask": 0.7010262042284012, "decode.d0.loss_dice": 1.2446883738040924, "decode.d1.loss_cls": 0.6195606350898742, "decode.d1.loss_mask": 0.709757798910141, "decode.d1.loss_dice": 1.1298856347799302, "decode.d2.loss_cls": 0.5524603873491287, "decode.d2.loss_mask": 0.6970043808221817, "decode.d2.loss_dice": 1.1305024534463883, "decode.d3.loss_cls": 0.5369445212185383, "decode.d3.loss_mask": 0.6712260782718659, "decode.d3.loss_dice": 1.079741618037224, "decode.d4.loss_cls": 0.5019123256206512, "decode.d4.loss_mask": 0.6712742328643799, "decode.d4.loss_dice": 1.0728860020637512, "decode.d5.loss_cls": 0.43390310630202295, "decode.d5.loss_mask": 0.6495955049991607, "decode.d5.loss_dice": 1.048805332183838, "decode.d6.loss_cls": 0.43508597910404206, "decode.d6.loss_mask": 0.643652331829071, "decode.d6.loss_dice": 1.0378739833831787, "decode.d7.loss_cls": 0.4080058611929417, "decode.d7.loss_mask": 0.6371080458164216, "decode.d7.loss_dice": 1.052164152264595, "decode.d8.loss_cls": 0.3525307528674603, "decode.d8.loss_mask": 0.6736231178045273, "decode.d8.loss_dice": 1.039890918135643, "time": 0.5358689308166504, "memory": 7233, "step": 138150}
{"lr": 1.6630499853857656e-06, "data_time": 0.009567046165466308, "grad_norm": 102.24160232543946, "loss": 22.691504049301148, "decode.loss_cls": 0.38616982027888297, "decode.loss_mask": 0.6951222136616707, "decode.loss_dice": 0.9399527192115784, "decode.d0.loss_cls": 1.9745724856853486, "decode.d0.loss_mask": 0.7371840551495552, "decode.d0.loss_dice": 1.072961613535881, "decode.d1.loss_cls": 0.523756954818964, "decode.d1.loss_mask": 0.705659432709217, "decode.d1.loss_dice": 1.0682243973016738, "decode.d2.loss_cls": 0.45982432216405866, "decode.d2.loss_mask": 0.696111872792244, "decode.d2.loss_dice": 1.0587585166096687, "decode.d3.loss_cls": 0.44691106453537943, "decode.d3.loss_mask": 0.7061500921845436, "decode.d3.loss_dice": 0.985510590672493, "decode.d4.loss_cls": 0.3681912451982498, "decode.d4.loss_mask": 0.7090731367468834, "decode.d4.loss_dice": 0.9976808249950408, "decode.d5.loss_cls": 0.3775980658829212, "decode.d5.loss_mask": 0.7069650456309319, "decode.d5.loss_dice": 0.977832417190075, "decode.d6.loss_cls": 0.3958875682204962, "decode.d6.loss_mask": 0.6892356857657432, "decode.d6.loss_dice": 0.9521223723888397, "decode.d7.loss_cls": 0.35932483412325383, "decode.d7.loss_mask": 0.6906536892056465, "decode.d7.loss_dice": 0.9598354727029801, "decode.d8.loss_cls": 0.41677222922444346, "decode.d8.loss_mask": 0.6856514483690261, "decode.d8.loss_dice": 0.9478098750114441, "time": 0.5335611343383789, "memory": 7238, "step": 138200}
{"lr": 1.6596166900269612e-06, "data_time": 0.009504175186157227, "grad_norm": 92.69567604064942, "loss": 20.579263114929198, "decode.loss_cls": 0.27886294238269327, "decode.loss_mask": 0.5027551606297493, "decode.loss_dice": 0.9464528352022171, "decode.d0.loss_cls": 2.2800824284553527, "decode.d0.loss_mask": 0.597638002038002, "decode.d0.loss_dice": 1.1876631498336792, "decode.d1.loss_cls": 0.5721160992980003, "decode.d1.loss_mask": 0.5474460437893868, "decode.d1.loss_dice": 1.0457925617694854, "decode.d2.loss_cls": 0.4551278278231621, "decode.d2.loss_mask": 0.5158266618847847, "decode.d2.loss_dice": 1.0181719839572907, "decode.d3.loss_cls": 0.3868630237877369, "decode.d3.loss_mask": 0.5116675779223442, "decode.d3.loss_dice": 0.9588876575231552, "decode.d4.loss_cls": 0.35358471013605597, "decode.d4.loss_mask": 0.5063831195235252, "decode.d4.loss_dice": 0.9595523178577423, "decode.d5.loss_cls": 0.30034017451107503, "decode.d5.loss_mask": 0.5077099114656448, "decode.d5.loss_dice": 0.9539535492658615, "decode.d6.loss_cls": 0.29491426795721054, "decode.d6.loss_mask": 0.503525547683239, "decode.d6.loss_dice": 0.9369741559028626, "decode.d7.loss_cls": 0.2816797122359276, "decode.d7.loss_mask": 0.5041341006755828, "decode.d7.loss_dice": 0.9525342166423798, "decode.d8.loss_cls": 0.2836118256673217, "decode.d8.loss_mask": 0.5035239905118942, "decode.d8.loss_dice": 0.9314869791269302, "time": 0.587089729309082, "memory": 7227, "step": 138250}
{"lr": 1.6561826053133999e-06, "data_time": 0.00941462516784668, "grad_norm": 77.1711483001709, "loss": 26.13041877746582, "decode.loss_cls": 0.3832065753638744, "decode.loss_mask": 0.7068218573927879, "decode.loss_dice": 1.2152105927467347, "decode.d0.loss_cls": 2.2769469261169433, "decode.d0.loss_mask": 0.7433003544807434, "decode.d0.loss_dice": 1.407775694131851, "decode.d1.loss_cls": 0.6686634629964828, "decode.d1.loss_mask": 0.7116107374429703, "decode.d1.loss_dice": 1.318103516101837, "decode.d2.loss_cls": 0.5371328383684159, "decode.d2.loss_mask": 0.6791116014122963, "decode.d2.loss_dice": 1.2329492747783661, "decode.d3.loss_cls": 0.5372378535568714, "decode.d3.loss_mask": 0.6757058963179589, "decode.d3.loss_dice": 1.2354355692863463, "decode.d4.loss_cls": 0.43208789378404616, "decode.d4.loss_mask": 0.6753958135843277, "decode.d4.loss_dice": 1.2375152111053467, "decode.d5.loss_cls": 0.43576774150133135, "decode.d5.loss_mask": 0.692074128985405, "decode.d5.loss_dice": 1.2330157577991485, "decode.d6.loss_cls": 0.47815997153520584, "decode.d6.loss_mask": 0.6707440584897995, "decode.d6.loss_dice": 1.2369902372360229, "decode.d7.loss_cls": 0.4093218818306923, "decode.d7.loss_mask": 0.7069299355149269, "decode.d7.loss_dice": 1.224022138118744, "decode.d8.loss_cls": 0.5257157474756241, "decode.d8.loss_mask": 0.6623543098568916, "decode.d8.loss_dice": 1.1811103999614716, "time": 0.5351753234863281, "memory": 7194, "step": 138300}
{"lr": 1.6527477292441777e-06, "data_time": 0.00945894718170166, "grad_norm": 90.83217811584473, "loss": 24.407457733154295, "decode.loss_cls": 0.4567369639873505, "decode.loss_mask": 0.675836032629013, "decode.loss_dice": 1.0321369469165802, "decode.d0.loss_cls": 2.1484530448913572, "decode.d0.loss_mask": 0.8037744373083114, "decode.d0.loss_dice": 1.2306649029254912, "decode.d1.loss_cls": 0.6462751999497414, "decode.d1.loss_mask": 0.7472534358501435, "decode.d1.loss_dice": 1.1256530582904816, "decode.d2.loss_cls": 0.5871587306261062, "decode.d2.loss_mask": 0.7086541414260864, "decode.d2.loss_dice": 1.0593551069498062, "decode.d3.loss_cls": 0.565752100199461, "decode.d3.loss_mask": 0.6907344818115234, "decode.d3.loss_dice": 1.0342616140842438, "decode.d4.loss_cls": 0.49357505813241004, "decode.d4.loss_mask": 0.6828045636415482, "decode.d4.loss_dice": 1.0393200308084487, "decode.d5.loss_cls": 0.4831970542669296, "decode.d5.loss_mask": 0.6698632895946502, "decode.d5.loss_dice": 1.0219073474407196, "decode.d6.loss_cls": 0.4711597129702568, "decode.d6.loss_mask": 0.6751925200223923, "decode.d6.loss_dice": 1.0293422281742095, "decode.d7.loss_cls": 0.44822710305452346, "decode.d7.loss_mask": 0.6669782608747482, "decode.d7.loss_dice": 1.0437201023101808, "decode.d8.loss_cls": 0.46424762681126597, "decode.d8.loss_mask": 0.6723270118236542, "decode.d8.loss_dice": 1.0328961938619614, "time": 0.5600564002990722, "memory": 7296, "step": 138350}
{"lr": 1.649312059808687e-06, "data_time": 0.009791088104248048, "grad_norm": 86.95590209960938, "loss": 19.50908432006836, "decode.loss_cls": 0.39242130890488625, "decode.loss_mask": 0.5320815712213516, "decode.loss_dice": 0.7941522598266602, "decode.d0.loss_cls": 1.929051923751831, "decode.d0.loss_mask": 0.5797145754098892, "decode.d0.loss_dice": 0.9239888608455658, "decode.d1.loss_cls": 0.5109421342611313, "decode.d1.loss_mask": 0.5512022554874421, "decode.d1.loss_dice": 0.8672704815864563, "decode.d2.loss_cls": 0.449398435652256, "decode.d2.loss_mask": 0.5423714846372605, "decode.d2.loss_dice": 0.8561804801225662, "decode.d3.loss_cls": 0.4284005776047707, "decode.d3.loss_mask": 0.5319770038127899, "decode.d3.loss_dice": 0.847566881775856, "decode.d4.loss_cls": 0.4127750374376774, "decode.d4.loss_mask": 0.530837419629097, "decode.d4.loss_dice": 0.8487588703632355, "decode.d5.loss_cls": 0.42098533660173415, "decode.d5.loss_mask": 0.5223640948534012, "decode.d5.loss_dice": 0.8354419961571693, "decode.d6.loss_cls": 0.42281433194875717, "decode.d6.loss_mask": 0.5276593863964081, "decode.d6.loss_dice": 0.8086391478776932, "decode.d7.loss_cls": 0.4035493560135365, "decode.d7.loss_mask": 0.5317646712064743, "decode.d7.loss_dice": 0.7953353106975556, "decode.d8.loss_cls": 0.3861191816627979, "decode.d8.loss_mask": 0.5320532441139221, "decode.d8.loss_dice": 0.7932666391134262, "time": 0.5340301752090454, "memory": 7287, "step": 138400}
{"lr": 1.6458755949865441e-06, "data_time": 0.009388613700866699, "grad_norm": 95.53434753417969, "loss": 19.32521390914917, "decode.loss_cls": 0.35551151931285857, "decode.loss_mask": 0.48363854438066484, "decode.loss_dice": 0.8266569286584854, "decode.d0.loss_cls": 1.917125904560089, "decode.d0.loss_mask": 0.5594117224216462, "decode.d0.loss_dice": 0.9978002429008483, "decode.d1.loss_cls": 0.5852052450180054, "decode.d1.loss_mask": 0.5066474735736847, "decode.d1.loss_dice": 0.8774183422327042, "decode.d2.loss_cls": 0.46655055209994317, "decode.d2.loss_mask": 0.49377369582653047, "decode.d2.loss_dice": 0.8708444386720657, "decode.d3.loss_cls": 0.5072804376482963, "decode.d3.loss_mask": 0.4892300680279732, "decode.d3.loss_dice": 0.83221715092659, "decode.d4.loss_cls": 0.4212948322296143, "decode.d4.loss_mask": 0.4883218765258789, "decode.d4.loss_dice": 0.8506746113300323, "decode.d5.loss_cls": 0.37274429574608803, "decode.d5.loss_mask": 0.4845533430576324, "decode.d5.loss_dice": 0.8448948293924332, "decode.d6.loss_cls": 0.42717733308672906, "decode.d6.loss_mask": 0.488462983071804, "decode.d6.loss_dice": 0.8406777799129486, "decode.d7.loss_cls": 0.3500738456845284, "decode.d7.loss_mask": 0.4817150071263313, "decode.d7.loss_dice": 0.8094676584005356, "decode.d8.loss_cls": 0.3678646065294743, "decode.d8.loss_mask": 0.48427974432706833, "decode.d8.loss_dice": 0.8436984628438949, "time": 0.5346797704696655, "memory": 7167, "step": 138450}
{"lr": 1.6424383327475206e-06, "data_time": 0.009445548057556152, "grad_norm": 89.03640403747559, "loss": 22.90875940322876, "decode.loss_cls": 0.3881282113492489, "decode.loss_mask": 0.546415451169014, "decode.loss_dice": 1.0290383398532867, "decode.d0.loss_cls": 2.2029240846633913, "decode.d0.loss_mask": 0.597839492559433, "decode.d0.loss_dice": 1.2024733901023865, "decode.d1.loss_cls": 0.7195649042725563, "decode.d1.loss_mask": 0.5635754227638244, "decode.d1.loss_dice": 1.0392086565494538, "decode.d2.loss_cls": 0.631998535990715, "decode.d2.loss_mask": 0.5573231622576713, "decode.d2.loss_dice": 1.0628066331148147, "decode.d3.loss_cls": 0.5497501283884049, "decode.d3.loss_mask": 0.5591533929109573, "decode.d3.loss_dice": 1.0603585541248322, "decode.d4.loss_cls": 0.47154909670352935, "decode.d4.loss_mask": 0.5521587491035461, "decode.d4.loss_dice": 1.0407673239707946, "decode.d5.loss_cls": 0.4807385116815567, "decode.d5.loss_mask": 0.5266039192676544, "decode.d5.loss_dice": 1.0029921859502793, "decode.d6.loss_cls": 0.4368813380599022, "decode.d6.loss_mask": 0.5531507343053818, "decode.d6.loss_dice": 1.0425959169864654, "decode.d7.loss_cls": 0.4678168445825577, "decode.d7.loss_mask": 0.5499668121337891, "decode.d7.loss_dice": 1.0298112481832504, "decode.d8.loss_cls": 0.452752386033535, "decode.d8.loss_mask": 0.5426546886563302, "decode.d8.loss_dice": 1.0477618157863617, "time": 0.5589609622955323, "memory": 7199, "step": 138500}
{"lr": 1.6390002710514741e-06, "data_time": 0.009588384628295898, "grad_norm": 102.3855598449707, "loss": 21.911270332336425, "decode.loss_cls": 0.392366823554039, "decode.loss_mask": 0.6279223591089249, "decode.loss_dice": 0.8842359721660614, "decode.d0.loss_cls": 1.9407872796058654, "decode.d0.loss_mask": 0.7122213661670684, "decode.d0.loss_dice": 1.0942348182201385, "decode.d1.loss_cls": 0.7225344330072403, "decode.d1.loss_mask": 0.6928467810153961, "decode.d1.loss_dice": 0.9415168762207031, "decode.d2.loss_cls": 0.5407273173332214, "decode.d2.loss_mask": 0.6324699968099594, "decode.d2.loss_dice": 0.908381599187851, "decode.d3.loss_cls": 0.4968597531318665, "decode.d3.loss_mask": 0.6277034625411033, "decode.d3.loss_dice": 0.9009205013513565, "decode.d4.loss_cls": 0.46961048543453215, "decode.d4.loss_mask": 0.6290480360388756, "decode.d4.loss_dice": 0.8954629778862, "decode.d5.loss_cls": 0.47020245492458346, "decode.d5.loss_mask": 0.6285030245780945, "decode.d5.loss_dice": 0.9112900555133819, "decode.d6.loss_cls": 0.4393395811319351, "decode.d6.loss_mask": 0.616912516951561, "decode.d6.loss_dice": 0.8913423687219619, "decode.d7.loss_cls": 0.41410900726914407, "decode.d7.loss_mask": 0.616253973543644, "decode.d7.loss_dice": 0.8868993431329727, "decode.d8.loss_cls": 0.3997283011674881, "decode.d8.loss_mask": 0.6254009708762169, "decode.d8.loss_dice": 0.901437371969223, "time": 0.5340790271759033, "memory": 7229, "step": 138550}
{"lr": 1.6355614078482698e-06, "data_time": 0.00957474708557129, "grad_norm": 101.33109092712402, "loss": 19.686459732055663, "decode.loss_cls": 0.3288285031914711, "decode.loss_mask": 0.5581728532910347, "decode.loss_dice": 0.8170301705598831, "decode.d0.loss_cls": 2.00779390335083, "decode.d0.loss_mask": 0.6192980468273163, "decode.d0.loss_dice": 0.9403405755758285, "decode.d1.loss_cls": 0.5716452836990357, "decode.d1.loss_mask": 0.5598371744155883, "decode.d1.loss_dice": 0.8620776325464249, "decode.d2.loss_cls": 0.5168665841221809, "decode.d2.loss_mask": 0.552285447716713, "decode.d2.loss_dice": 0.839355793595314, "decode.d3.loss_cls": 0.4969561904668808, "decode.d3.loss_mask": 0.5454965829849243, "decode.d3.loss_dice": 0.7974910199642181, "decode.d4.loss_cls": 0.43936904445290564, "decode.d4.loss_mask": 0.5489440202713013, "decode.d4.loss_dice": 0.7927828550338745, "decode.d5.loss_cls": 0.39797148257493975, "decode.d5.loss_mask": 0.5420668229460717, "decode.d5.loss_dice": 0.7899789601564408, "decode.d6.loss_cls": 0.414074769616127, "decode.d6.loss_mask": 0.5379358068108558, "decode.d6.loss_dice": 0.7873409196734429, "decode.d7.loss_cls": 0.3633055105805397, "decode.d7.loss_mask": 0.5506013035774231, "decode.d7.loss_dice": 0.8028532713651657, "decode.d8.loss_cls": 0.3961301535367966, "decode.d8.loss_mask": 0.539161092042923, "decode.d8.loss_dice": 0.7704687356948853, "time": 0.5346030950546264, "memory": 7195, "step": 138600}
{"lr": 1.6321217410777165e-06, "data_time": 0.009545564651489258, "grad_norm": 87.44714698791503, "loss": 16.11267728805542, "decode.loss_cls": 0.42292811945080755, "decode.loss_mask": 0.41560831665992737, "decode.loss_dice": 0.5377314805984497, "decode.d0.loss_cls": 1.6821284592151642, "decode.d0.loss_mask": 0.4959110885858536, "decode.d0.loss_dice": 0.7087511330842972, "decode.d1.loss_cls": 0.5588672779500484, "decode.d1.loss_mask": 0.4488246962428093, "decode.d1.loss_dice": 0.6107994928956032, "decode.d2.loss_cls": 0.4816930554807186, "decode.d2.loss_mask": 0.44051638394594195, "decode.d2.loss_dice": 0.6020182892680168, "decode.d3.loss_cls": 0.4840831350535154, "decode.d3.loss_mask": 0.43135481625795363, "decode.d3.loss_dice": 0.5533095762133599, "decode.d4.loss_cls": 0.5257116008549929, "decode.d4.loss_mask": 0.4140805423259735, "decode.d4.loss_dice": 0.5468375295400619, "decode.d5.loss_cls": 0.5029882609844207, "decode.d5.loss_mask": 0.4145127236843109, "decode.d5.loss_dice": 0.5318530350923538, "decode.d6.loss_cls": 0.5205996159464121, "decode.d6.loss_mask": 0.3968981742858887, "decode.d6.loss_dice": 0.5415218085050583, "decode.d7.loss_cls": 0.4329738117754459, "decode.d7.loss_mask": 0.42170589566230776, "decode.d7.loss_dice": 0.583411194384098, "decode.d8.loss_cls": 0.4221827041357756, "decode.d8.loss_mask": 0.42272190749645233, "decode.d8.loss_dice": 0.5601530596613884, "time": 0.5338449239730835, "memory": 7177, "step": 138650}
{"lr": 1.6286812686694866e-06, "data_time": 0.009440779685974121, "grad_norm": 83.27791061401368, "loss": 22.788878536224367, "decode.loss_cls": 0.43799587050452826, "decode.loss_mask": 0.6196341350674629, "decode.loss_dice": 0.9776181250810623, "decode.d0.loss_cls": 2.033198595046997, "decode.d0.loss_mask": 0.7251612603664398, "decode.d0.loss_dice": 1.1000638365745545, "decode.d1.loss_cls": 0.5369286008179188, "decode.d1.loss_mask": 0.6849918901920319, "decode.d1.loss_dice": 1.0811748683452607, "decode.d2.loss_cls": 0.47056841403245925, "decode.d2.loss_mask": 0.6901159256696701, "decode.d2.loss_dice": 1.0658119201660157, "decode.d3.loss_cls": 0.43941068537533284, "decode.d3.loss_mask": 0.6768821194767952, "decode.d3.loss_dice": 1.024320624768734, "decode.d4.loss_cls": 0.435151675902307, "decode.d4.loss_mask": 0.6749434113502503, "decode.d4.loss_dice": 1.0108945280313493, "decode.d5.loss_cls": 0.41252707652747633, "decode.d5.loss_mask": 0.6682141199707985, "decode.d5.loss_dice": 0.9888128578662873, "decode.d6.loss_cls": 0.43392565529793503, "decode.d6.loss_mask": 0.6221432134509086, "decode.d6.loss_dice": 0.9758717462420463, "decode.d7.loss_cls": 0.3611315260641277, "decode.d7.loss_mask": 0.6324498802423477, "decode.d7.loss_dice": 0.9742959558963775, "decode.d8.loss_cls": 0.42890854012221097, "decode.d8.loss_mask": 0.6247006535530091, "decode.d8.loss_dice": 0.9810294687747956, "time": 0.5344013929367065, "memory": 7278, "step": 138700}
{"lr": 1.6252399885430474e-06, "data_time": 0.00961925983428955, "grad_norm": 75.68188400268555, "loss": 19.180249977111817, "decode.loss_cls": 0.36592673547565935, "decode.loss_mask": 0.49334910959005357, "decode.loss_dice": 0.8083476990461349, "decode.d0.loss_cls": 1.716085547208786, "decode.d0.loss_mask": 0.5175353452563286, "decode.d0.loss_dice": 0.9213141769170761, "decode.d1.loss_cls": 0.6213934615254402, "decode.d1.loss_mask": 0.4941554456949234, "decode.d1.loss_dice": 0.8629365563392639, "decode.d2.loss_cls": 0.5270900681614876, "decode.d2.loss_mask": 0.5031833052635193, "decode.d2.loss_dice": 0.8318917393684387, "decode.d3.loss_cls": 0.49614680036902425, "decode.d3.loss_mask": 0.5024243175983429, "decode.d3.loss_dice": 0.8038196474313736, "decode.d4.loss_cls": 0.5021351262927055, "decode.d4.loss_mask": 0.4994487076997757, "decode.d4.loss_dice": 0.8244114220142365, "decode.d5.loss_cls": 0.4663250185549259, "decode.d5.loss_mask": 0.49448811262845993, "decode.d5.loss_dice": 0.8226950407028198, "decode.d6.loss_cls": 0.4132222518324852, "decode.d6.loss_mask": 0.49129804521799086, "decode.d6.loss_dice": 0.8236332416534424, "decode.d7.loss_cls": 0.3836826026439667, "decode.d7.loss_mask": 0.4880135148763657, "decode.d7.loss_dice": 0.8075927942991257, "decode.d8.loss_cls": 0.3928305018693209, "decode.d8.loss_mask": 0.4949520111083984, "decode.d8.loss_dice": 0.8099225372076034, "time": 0.5351734161376953, "memory": 7251, "step": 138750}
{"lr": 1.6217978986075838e-06, "data_time": 0.009400129318237305, "grad_norm": 90.15347557067871, "loss": 23.489033126831053, "decode.loss_cls": 0.41327759213745596, "decode.loss_mask": 0.5577911376953125, "decode.loss_dice": 1.0887067198753357, "decode.d0.loss_cls": 2.1380615830421448, "decode.d0.loss_mask": 0.641758643090725, "decode.d0.loss_dice": 1.330724173784256, "decode.d1.loss_cls": 0.6289797365665436, "decode.d1.loss_mask": 0.564598235487938, "decode.d1.loss_dice": 1.2285107016563415, "decode.d2.loss_cls": 0.5644583210349083, "decode.d2.loss_mask": 0.58711728900671, "decode.d2.loss_dice": 1.1307741701602936, "decode.d3.loss_cls": 0.4704588808119297, "decode.d3.loss_mask": 0.579774783551693, "decode.d3.loss_dice": 1.1133624106645583, "decode.d4.loss_cls": 0.42455537617206573, "decode.d4.loss_mask": 0.5780980199575424, "decode.d4.loss_dice": 1.1139373868703841, "decode.d5.loss_cls": 0.4047919224947691, "decode.d5.loss_mask": 0.5715327262878418, "decode.d5.loss_dice": 1.0824325382709503, "decode.d6.loss_cls": 0.4969241484999657, "decode.d6.loss_mask": 0.5403316020965576, "decode.d6.loss_dice": 1.1302203625440597, "decode.d7.loss_cls": 0.4144177298992872, "decode.d7.loss_mask": 0.574661423265934, "decode.d7.loss_dice": 1.0751509696245194, "decode.d8.loss_cls": 0.4179274685680866, "decode.d8.loss_mask": 0.5595399871468544, "decode.d8.loss_dice": 1.0661574929952622, "time": 0.5349150657653808, "memory": 7232, "step": 138800}
{"lr": 1.618354996761926e-06, "data_time": 0.009526777267456054, "grad_norm": 119.07931213378906, "loss": 23.625003337860107, "decode.loss_cls": 0.29260883554816247, "decode.loss_mask": 0.7198078334331512, "decode.loss_dice": 1.0368523269891738, "decode.d0.loss_cls": 2.0965705811977386, "decode.d0.loss_mask": 0.803536906838417, "decode.d0.loss_dice": 1.2595010846853256, "decode.d1.loss_cls": 0.536321485042572, "decode.d1.loss_mask": 0.7333228677511215, "decode.d1.loss_dice": 1.1498465657234191, "decode.d2.loss_cls": 0.4782387547194958, "decode.d2.loss_mask": 0.7254741609096527, "decode.d2.loss_dice": 1.0701586425304412, "decode.d3.loss_cls": 0.42203727886080744, "decode.d3.loss_mask": 0.7303724229335785, "decode.d3.loss_dice": 1.052383342385292, "decode.d4.loss_cls": 0.39244204461574556, "decode.d4.loss_mask": 0.7365559220314026, "decode.d4.loss_dice": 1.0497465908527375, "decode.d5.loss_cls": 0.3337571550160646, "decode.d5.loss_mask": 0.7189189791679382, "decode.d5.loss_dice": 1.049758791923523, "decode.d6.loss_cls": 0.3452385313808918, "decode.d6.loss_mask": 0.7261127769947052, "decode.d6.loss_dice": 1.0225615978240967, "decode.d7.loss_cls": 0.3180799186229706, "decode.d7.loss_mask": 0.7191837340593338, "decode.d7.loss_dice": 1.0328956633806228, "decode.d8.loss_cls": 0.29842282086610794, "decode.d8.loss_mask": 0.7218581825494766, "decode.d8.loss_dice": 1.0524368405342102, "time": 0.534059739112854, "memory": 7315, "step": 138850}
{"lr": 1.6149112808944717e-06, "data_time": 0.009522676467895508, "grad_norm": 93.42566375732422, "loss": 21.259493255615233, "decode.loss_cls": 0.4746448263525963, "decode.loss_mask": 0.5875070124864579, "decode.loss_dice": 0.8050759166479111, "decode.d0.loss_cls": 2.1086156010627746, "decode.d0.loss_mask": 0.6690721035003662, "decode.d0.loss_dice": 0.9353367030620575, "decode.d1.loss_cls": 0.7290974378585815, "decode.d1.loss_mask": 0.631591722369194, "decode.d1.loss_dice": 0.8669644236564636, "decode.d2.loss_cls": 0.5894068032503128, "decode.d2.loss_mask": 0.5906525105237961, "decode.d2.loss_dice": 0.8212689280509948, "decode.d3.loss_cls": 0.5650792196393013, "decode.d3.loss_mask": 0.5858857333660126, "decode.d3.loss_dice": 0.8000192195177078, "decode.d4.loss_cls": 0.5438313812017441, "decode.d4.loss_mask": 0.5876402497291565, "decode.d4.loss_dice": 0.8187803804874421, "decode.d5.loss_cls": 0.5132746085524559, "decode.d5.loss_mask": 0.5945742428302765, "decode.d5.loss_dice": 0.8005715876817703, "decode.d6.loss_cls": 0.5160566121339798, "decode.d6.loss_mask": 0.5854066431522369, "decode.d6.loss_dice": 0.8117195308208466, "decode.d7.loss_cls": 0.48438565358519553, "decode.d7.loss_mask": 0.5925960212945938, "decode.d7.loss_dice": 0.7975612848997116, "decode.d8.loss_cls": 0.4462509624660015, "decode.d8.loss_mask": 0.5924291968345642, "decode.d8.loss_dice": 0.8141972124576569, "time": 0.5592530250549317, "memory": 7307, "step": 138900}
{"lr": 1.6114667488831047e-06, "data_time": 0.009584140777587891, "grad_norm": 87.3967071533203, "loss": 19.658309030532838, "decode.loss_cls": 0.4004893846809864, "decode.loss_mask": 0.5095375865697861, "decode.loss_dice": 0.8685535281896591, "decode.d0.loss_cls": 1.8397095382213593, "decode.d0.loss_mask": 0.6006842434406281, "decode.d0.loss_dice": 1.062695813179016, "decode.d1.loss_cls": 0.5257678344845772, "decode.d1.loss_mask": 0.5291429370641708, "decode.d1.loss_dice": 0.8943175435066223, "decode.d2.loss_cls": 0.47918896563351154, "decode.d2.loss_mask": 0.5067056208848953, "decode.d2.loss_dice": 0.8686343431472778, "decode.d3.loss_cls": 0.3884095575660467, "decode.d3.loss_mask": 0.5071766555309296, "decode.d3.loss_dice": 0.8751082122325897, "decode.d4.loss_cls": 0.4054610375314951, "decode.d4.loss_mask": 0.5069384038448334, "decode.d4.loss_dice": 0.8784521609544754, "decode.d5.loss_cls": 0.40492909774184227, "decode.d5.loss_mask": 0.5042235791683197, "decode.d5.loss_dice": 0.8639380007982254, "decode.d6.loss_cls": 0.34525503106415273, "decode.d6.loss_mask": 0.5067450135946274, "decode.d6.loss_dice": 0.8841421842575073, "decode.d7.loss_cls": 0.34064570143818856, "decode.d7.loss_mask": 0.5125835478305817, "decode.d7.loss_dice": 0.8940022230148316, "decode.d8.loss_cls": 0.3493189910426736, "decode.d8.loss_mask": 0.5233924359083175, "decode.d8.loss_dice": 0.8821589171886444, "time": 0.5362928628921508, "memory": 7338, "step": 138950}
{"lr": 1.6080213985951254e-06, "data_time": 0.009434318542480469, "grad_norm": 94.67528533935547, "loss": 24.035750770568846, "decode.loss_cls": 0.41698056980967524, "decode.loss_mask": 0.7569019705057144, "decode.loss_dice": 0.9218273371458053, "decode.d0.loss_cls": 2.0645002841949465, "decode.d0.loss_mask": 0.8707004427909851, "decode.d0.loss_dice": 1.1199589371681213, "decode.d1.loss_cls": 0.6115359634160995, "decode.d1.loss_mask": 0.8626356184482574, "decode.d1.loss_dice": 1.0653405368328095, "decode.d2.loss_cls": 0.5115429382771254, "decode.d2.loss_mask": 0.8048235327005386, "decode.d2.loss_dice": 0.9870514869689941, "decode.d3.loss_cls": 0.5068272177129984, "decode.d3.loss_mask": 0.785402849316597, "decode.d3.loss_dice": 0.9569126784801483, "decode.d4.loss_cls": 0.4825930293649435, "decode.d4.loss_mask": 0.7822420060634613, "decode.d4.loss_dice": 0.9481527924537658, "decode.d5.loss_cls": 0.45849408581852913, "decode.d5.loss_mask": 0.7858939379453659, "decode.d5.loss_dice": 0.950697523355484, "decode.d6.loss_cls": 0.4483666032552719, "decode.d6.loss_mask": 0.7621341466903686, "decode.d6.loss_dice": 0.9426521420478821, "decode.d7.loss_cls": 0.4245529491454363, "decode.d7.loss_mask": 0.7619869112968445, "decode.d7.loss_dice": 0.9269232273101806, "decode.d8.loss_cls": 0.4323079984635115, "decode.d8.loss_mask": 0.766102959215641, "decode.d8.loss_dice": 0.9197085559368133, "time": 0.5331299066543579, "memory": 7284, "step": 139000}
{"lr": 1.6045752278871693e-06, "data_time": 0.009648728370666503, "grad_norm": 96.54579162597656, "loss": 20.5204514503479, "decode.loss_cls": 0.36248543448746207, "decode.loss_mask": 0.5650929033756256, "decode.loss_dice": 0.8243423849344254, "decode.d0.loss_cls": 1.9591590404510497, "decode.d0.loss_mask": 0.6912759751081466, "decode.d0.loss_dice": 0.988249808549881, "decode.d1.loss_cls": 0.5799224294722081, "decode.d1.loss_mask": 0.6057157039642334, "decode.d1.loss_dice": 0.9434530556201934, "decode.d2.loss_cls": 0.5400299951434135, "decode.d2.loss_mask": 0.5969376504421234, "decode.d2.loss_dice": 0.8681746125221252, "decode.d3.loss_cls": 0.5063532747328281, "decode.d3.loss_mask": 0.5933217391371727, "decode.d3.loss_dice": 0.8415174871683121, "decode.d4.loss_cls": 0.4356799438595772, "decode.d4.loss_mask": 0.5871939718723297, "decode.d4.loss_dice": 0.8529618382453918, "decode.d5.loss_cls": 0.4157980643212795, "decode.d5.loss_mask": 0.5805723458528519, "decode.d5.loss_dice": 0.8320662677288055, "decode.d6.loss_cls": 0.41986375525593755, "decode.d6.loss_mask": 0.5777620762586594, "decode.d6.loss_dice": 0.8174250513315201, "decode.d7.loss_cls": 0.391421227529645, "decode.d7.loss_mask": 0.5614172458648682, "decode.d7.loss_dice": 0.8134851217269897, "decode.d8.loss_cls": 0.3703528169542551, "decode.d8.loss_mask": 0.5677967965602875, "decode.d8.loss_dice": 0.8306243866682053, "time": 0.5362723112106323, "memory": 7196, "step": 139050}
{"lr": 1.60112823460513e-06, "data_time": 0.009217953681945801, "grad_norm": 84.19036750793457, "loss": 19.842507314682006, "decode.loss_cls": 0.39120221957564355, "decode.loss_mask": 0.5219436943531036, "decode.loss_dice": 0.8163534864783287, "decode.d0.loss_cls": 1.9880330562591553, "decode.d0.loss_mask": 0.5984558075666427, "decode.d0.loss_dice": 0.9831555679440498, "decode.d1.loss_cls": 0.5259137056767941, "decode.d1.loss_mask": 0.5579348742961884, "decode.d1.loss_dice": 0.904852046072483, "decode.d2.loss_cls": 0.4291847951710224, "decode.d2.loss_mask": 0.5662784159183503, "decode.d2.loss_dice": 0.8718863308429718, "decode.d3.loss_cls": 0.43044052347540857, "decode.d3.loss_mask": 0.5430112287402153, "decode.d3.loss_dice": 0.8636391863226891, "decode.d4.loss_cls": 0.44218856692314146, "decode.d4.loss_mask": 0.5409916952252388, "decode.d4.loss_dice": 0.8462481617927551, "decode.d5.loss_cls": 0.4140226937830448, "decode.d5.loss_mask": 0.5236993223428726, "decode.d5.loss_dice": 0.8254329636693001, "decode.d6.loss_cls": 0.4394338496029377, "decode.d6.loss_mask": 0.5205703943967819, "decode.d6.loss_dice": 0.839594966173172, "decode.d7.loss_cls": 0.37860640957951547, "decode.d7.loss_mask": 0.5294801041483879, "decode.d7.loss_dice": 0.8150354906916618, "decode.d8.loss_cls": 0.36007471680641173, "decode.d8.loss_mask": 0.5331130236387253, "decode.d8.loss_dice": 0.8417302459478379, "time": 0.5360400676727295, "memory": 7192, "step": 139100}
{"lr": 1.5976804165840738e-06, "data_time": 0.009461236000061036, "grad_norm": 83.30339088439942, "loss": 18.408091926574706, "decode.loss_cls": 0.40903117656707766, "decode.loss_mask": 0.4750295698642731, "decode.loss_dice": 0.742965142428875, "decode.d0.loss_cls": 2.145705151557922, "decode.d0.loss_mask": 0.5319123029708862, "decode.d0.loss_dice": 0.8691165030002594, "decode.d1.loss_cls": 0.4884111672639847, "decode.d1.loss_mask": 0.4986636027693748, "decode.d1.loss_dice": 0.8007656708359718, "decode.d2.loss_cls": 0.4575145624577999, "decode.d2.loss_mask": 0.48010790944099424, "decode.d2.loss_dice": 0.7982174545526505, "decode.d3.loss_cls": 0.3881605476140976, "decode.d3.loss_mask": 0.49261522591114043, "decode.d3.loss_dice": 0.7710155457258224, "decode.d4.loss_cls": 0.38008501902222636, "decode.d4.loss_mask": 0.4793686032295227, "decode.d4.loss_dice": 0.7664334908127785, "decode.d5.loss_cls": 0.3882877975702286, "decode.d5.loss_mask": 0.481356081366539, "decode.d5.loss_dice": 0.747366051375866, "decode.d6.loss_cls": 0.32839374244213104, "decode.d6.loss_mask": 0.4800962328910828, "decode.d6.loss_dice": 0.7824541121721268, "decode.d7.loss_cls": 0.4095366045832634, "decode.d7.loss_mask": 0.4757483720779419, "decode.d7.loss_dice": 0.7486087203025817, "decode.d8.loss_cls": 0.3452660754323006, "decode.d8.loss_mask": 0.4764269649982452, "decode.d8.loss_dice": 0.7694314628839493, "time": 0.5350924491882324, "memory": 7236, "step": 139150}
{"lr": 1.5942317716481658e-06, "data_time": 0.009735035896301269, "grad_norm": 94.98754425048828, "loss": 22.738796281814576, "decode.loss_cls": 0.26450829543173315, "decode.loss_mask": 0.7186557054519653, "decode.loss_dice": 0.9699806913733482, "decode.d0.loss_cls": 2.166562831401825, "decode.d0.loss_mask": 0.8267860561609268, "decode.d0.loss_dice": 1.1342306554317474, "decode.d1.loss_cls": 0.5989282123744488, "decode.d1.loss_mask": 0.7419938772916794, "decode.d1.loss_dice": 1.0443795680999757, "decode.d2.loss_cls": 0.5037643119692803, "decode.d2.loss_mask": 0.6892120599746704, "decode.d2.loss_dice": 1.0201313301920891, "decode.d3.loss_cls": 0.3988350048661232, "decode.d3.loss_mask": 0.7136739641427994, "decode.d3.loss_dice": 0.9782745659351348, "decode.d4.loss_cls": 0.37400989383459093, "decode.d4.loss_mask": 0.7117893815040588, "decode.d4.loss_dice": 0.9448275923728943, "decode.d5.loss_cls": 0.3151006676256657, "decode.d5.loss_mask": 0.7156086981296539, "decode.d5.loss_dice": 0.9790559887886048, "decode.d6.loss_cls": 0.29960148930549624, "decode.d6.loss_mask": 0.7107562065124512, "decode.d6.loss_dice": 0.9757201790809631, "decode.d7.loss_cls": 0.29597955420613287, "decode.d7.loss_mask": 0.7171185284852981, "decode.d7.loss_dice": 0.9592197656631469, "decode.d8.loss_cls": 0.2888417117297649, "decode.d8.loss_mask": 0.7198743522167206, "decode.d8.loss_dice": 0.9613762855529785, "time": 0.5371075391769409, "memory": 7223, "step": 139200}
{"lr": 1.590782297610585e-06, "data_time": 0.009306740760803223, "grad_norm": 92.99513244628906, "loss": 18.97500810623169, "decode.loss_cls": 0.27559924870729446, "decode.loss_mask": 0.6212781280279159, "decode.loss_dice": 0.7291447877883911, "decode.d0.loss_cls": 1.940366518497467, "decode.d0.loss_mask": 0.6741237789392471, "decode.d0.loss_dice": 0.8748230516910553, "decode.d1.loss_cls": 0.4591899037361145, "decode.d1.loss_mask": 0.65337575674057, "decode.d1.loss_dice": 0.7825791418552399, "decode.d2.loss_cls": 0.37431068643927573, "decode.d2.loss_mask": 0.6331568032503128, "decode.d2.loss_dice": 0.7584369212388993, "decode.d3.loss_cls": 0.3826012074947357, "decode.d3.loss_mask": 0.6199844628572464, "decode.d3.loss_dice": 0.7355688750743866, "decode.d4.loss_cls": 0.35195210501551627, "decode.d4.loss_mask": 0.6302689403295517, "decode.d4.loss_dice": 0.7435252130031585, "decode.d5.loss_cls": 0.3213693514466286, "decode.d5.loss_mask": 0.6279527634382248, "decode.d5.loss_dice": 0.7410598784685135, "decode.d6.loss_cls": 0.3124654822051525, "decode.d6.loss_mask": 0.6249224454164505, "decode.d6.loss_dice": 0.7272428721189499, "decode.d7.loss_cls": 0.2973259583115578, "decode.d7.loss_mask": 0.6289795458316803, "decode.d7.loss_dice": 0.7331820726394653, "decode.d8.loss_cls": 0.34004359841346743, "decode.d8.loss_mask": 0.6357933640480041, "decode.d8.loss_dice": 0.7443852394819259, "time": 0.5356829166412354, "memory": 7246, "step": 139250}
{"lr": 1.587331992273443e-06, "data_time": 0.009284043312072754, "grad_norm": 88.42472648620605, "loss": 18.573191452026368, "decode.loss_cls": 0.2953436475247145, "decode.loss_mask": 0.48134702146053315, "decode.loss_dice": 0.7878228724002838, "decode.d0.loss_cls": 1.9604280114173889, "decode.d0.loss_mask": 0.5541246056556701, "decode.d0.loss_dice": 0.9214051067829132, "decode.d1.loss_cls": 0.5100840598344802, "decode.d1.loss_mask": 0.5322077572345734, "decode.d1.loss_dice": 0.896634179353714, "decode.d2.loss_cls": 0.47325549498200414, "decode.d2.loss_mask": 0.4952104985713959, "decode.d2.loss_dice": 0.8093111932277679, "decode.d3.loss_cls": 0.4278192281723022, "decode.d3.loss_mask": 0.4979099452495575, "decode.d3.loss_dice": 0.8384985566139221, "decode.d4.loss_cls": 0.34968458488583565, "decode.d4.loss_mask": 0.4923298269510269, "decode.d4.loss_dice": 0.7994060456752777, "decode.d5.loss_cls": 0.3483753062784672, "decode.d5.loss_mask": 0.48848157823085786, "decode.d5.loss_dice": 0.8252342283725739, "decode.d6.loss_cls": 0.35254732370376585, "decode.d6.loss_mask": 0.4808549016714096, "decode.d6.loss_dice": 0.780497932434082, "decode.d7.loss_cls": 0.3279671840369701, "decode.d7.loss_mask": 0.4807551890611649, "decode.d7.loss_dice": 0.7885468780994416, "decode.d8.loss_cls": 0.29451439566910265, "decode.d8.loss_mask": 0.4783001571893692, "decode.d8.loss_dice": 0.8042936623096466, "time": 0.5367537260055542, "memory": 7221, "step": 139300}
{"lr": 1.5838808534277035e-06, "data_time": 0.009325742721557617, "grad_norm": 92.14989166259765, "loss": 19.624158954620363, "decode.loss_cls": 0.4678140588104725, "decode.loss_mask": 0.5229012072086334, "decode.loss_dice": 0.7245913833379746, "decode.d0.loss_cls": 1.9824319362640381, "decode.d0.loss_mask": 0.6302963525056839, "decode.d0.loss_dice": 0.9147336453199386, "decode.d1.loss_cls": 0.6969080187380314, "decode.d1.loss_mask": 0.5556214213371277, "decode.d1.loss_dice": 0.7710215449333191, "decode.d2.loss_cls": 0.6032784923911094, "decode.d2.loss_mask": 0.5645769238471985, "decode.d2.loss_dice": 0.7506490051746368, "decode.d3.loss_cls": 0.525182232260704, "decode.d3.loss_mask": 0.5318151667714119, "decode.d3.loss_dice": 0.7223384529352188, "decode.d4.loss_cls": 0.4335095688700676, "decode.d4.loss_mask": 0.5447145938873291, "decode.d4.loss_dice": 0.7393802881240845, "decode.d5.loss_cls": 0.4637691669166088, "decode.d5.loss_mask": 0.5312848195433617, "decode.d5.loss_dice": 0.7380204528570176, "decode.d6.loss_cls": 0.4945188008248806, "decode.d6.loss_mask": 0.520181892812252, "decode.d6.loss_dice": 0.720089641213417, "decode.d7.loss_cls": 0.5176764234900475, "decode.d7.loss_mask": 0.5197813302278519, "decode.d7.loss_dice": 0.7238700479269028, "decode.d8.loss_cls": 0.46993549913167953, "decode.d8.loss_mask": 0.5210152864456177, "decode.d8.loss_dice": 0.7222502380609512, "time": 0.5360527992248535, "memory": 7275, "step": 139350}
{"lr": 1.5804288788530933e-06, "data_time": 0.009370207786560059, "grad_norm": 99.79037322998047, "loss": 21.54186792373657, "decode.loss_cls": 0.4252637021243572, "decode.loss_mask": 0.5231514543294906, "decode.loss_dice": 0.8659083321690559, "decode.d0.loss_cls": 2.1075767040252686, "decode.d0.loss_mask": 0.6903825625777245, "decode.d0.loss_dice": 1.1720436930656433, "decode.d1.loss_cls": 0.6742962449789047, "decode.d1.loss_mask": 0.6069928288459778, "decode.d1.loss_dice": 0.9848851799964905, "decode.d2.loss_cls": 0.5444048330187797, "decode.d2.loss_mask": 0.5690752878785134, "decode.d2.loss_dice": 0.9658026471734047, "decode.d3.loss_cls": 0.5502408102154732, "decode.d3.loss_mask": 0.5419212743639946, "decode.d3.loss_dice": 0.9094200670719147, "decode.d4.loss_cls": 0.46955554857850074, "decode.d4.loss_mask": 0.5453606441617012, "decode.d4.loss_dice": 0.9083914518356323, "decode.d5.loss_cls": 0.46531578823924064, "decode.d5.loss_mask": 0.5361932799220085, "decode.d5.loss_dice": 0.8936657696962357, "decode.d6.loss_cls": 0.4580426461994648, "decode.d6.loss_mask": 0.5309148967266083, "decode.d6.loss_dice": 0.8883340999484062, "decode.d7.loss_cls": 0.44913667887449266, "decode.d7.loss_mask": 0.5299320861697197, "decode.d7.loss_dice": 0.8780206859111785, "decode.d8.loss_cls": 0.44530133083462714, "decode.d8.loss_mask": 0.5295575127005577, "decode.d8.loss_dice": 0.88277947306633, "time": 0.5366483926773071, "memory": 7244, "step": 139400}
{"lr": 1.5769760663180233e-06, "data_time": 0.009661316871643066, "grad_norm": 90.40510215759278, "loss": 19.956241512298583, "decode.loss_cls": 0.4499298334121704, "decode.loss_mask": 0.5127413690090179, "decode.loss_dice": 0.7097262740135193, "decode.d0.loss_cls": 2.248641777038574, "decode.d0.loss_mask": 0.6124527990818024, "decode.d0.loss_dice": 0.9368072032928467, "decode.d1.loss_cls": 0.6906495876610279, "decode.d1.loss_mask": 0.5532739818096161, "decode.d1.loss_dice": 0.8251543045043945, "decode.d2.loss_cls": 0.5916951537132263, "decode.d2.loss_mask": 0.5700278043746948, "decode.d2.loss_dice": 0.7895102322101593, "decode.d3.loss_cls": 0.5678916990756988, "decode.d3.loss_mask": 0.5285322338342666, "decode.d3.loss_dice": 0.7283677160739899, "decode.d4.loss_cls": 0.5133732816204428, "decode.d4.loss_mask": 0.5156549274921417, "decode.d4.loss_dice": 0.7328530192375183, "decode.d5.loss_cls": 0.5243283431977034, "decode.d5.loss_mask": 0.5211980670690537, "decode.d5.loss_dice": 0.7383914649486542, "decode.d6.loss_cls": 0.46588798649609087, "decode.d6.loss_mask": 0.5192091435194015, "decode.d6.loss_dice": 0.7103978544473648, "decode.d7.loss_cls": 0.452751768194139, "decode.d7.loss_mask": 0.5289898633956909, "decode.d7.loss_dice": 0.7212565273046494, "decode.d8.loss_cls": 0.4555317545309663, "decode.d8.loss_mask": 0.5161901265382767, "decode.d8.loss_dice": 0.7248247563838959, "time": 0.5388468742370606, "memory": 7280, "step": 139450}
{"lr": 1.5735224135794986e-06, "data_time": 0.009210801124572754, "grad_norm": 88.60001983642579, "loss": 25.919506072998047, "decode.loss_cls": 0.3852122712880373, "decode.loss_mask": 0.7013472586870193, "decode.loss_dice": 1.1886584222316743, "decode.d0.loss_cls": 2.083195650577545, "decode.d0.loss_mask": 0.7998779267072678, "decode.d0.loss_dice": 1.468189388513565, "decode.d1.loss_cls": 0.5944398164749145, "decode.d1.loss_mask": 0.7509721636772155, "decode.d1.loss_dice": 1.3339587211608888, "decode.d2.loss_cls": 0.5099866788834333, "decode.d2.loss_mask": 0.7413131207227707, "decode.d2.loss_dice": 1.2700226336717606, "decode.d3.loss_cls": 0.48542631343007087, "decode.d3.loss_mask": 0.7280063927173615, "decode.d3.loss_dice": 1.2109245181083679, "decode.d4.loss_cls": 0.4564155574887991, "decode.d4.loss_mask": 0.7208733350038529, "decode.d4.loss_dice": 1.231167009472847, "decode.d5.loss_cls": 0.43467631973326204, "decode.d5.loss_mask": 0.7182728171348571, "decode.d5.loss_dice": 1.2265152961015702, "decode.d6.loss_cls": 0.4332814492285252, "decode.d6.loss_mask": 0.7040517151355743, "decode.d6.loss_dice": 1.1712903767824172, "decode.d7.loss_cls": 0.38751874268054964, "decode.d7.loss_mask": 0.7096624553203583, "decode.d7.loss_dice": 1.1744630336761475, "decode.d8.loss_cls": 0.4018722664564848, "decode.d8.loss_mask": 0.7032669574022293, "decode.d8.loss_dice": 1.194647154211998, "time": 0.5363147974014282, "memory": 7213, "step": 139500}
{"lr": 1.5700679183830364e-06, "data_time": 0.009351301193237304, "grad_norm": 95.47598037719726, "loss": 18.691531276702882, "decode.loss_cls": 0.24647026434540747, "decode.loss_mask": 0.5760884672403336, "decode.loss_dice": 0.827666962146759, "decode.d0.loss_cls": 1.6624492526054382, "decode.d0.loss_mask": 0.6428937673568725, "decode.d0.loss_dice": 1.0368764698505402, "decode.d1.loss_cls": 0.43318367600440977, "decode.d1.loss_mask": 0.5700119018554688, "decode.d1.loss_dice": 0.8590887159109115, "decode.d2.loss_cls": 0.36396567672491076, "decode.d2.loss_mask": 0.5623820334672928, "decode.d2.loss_dice": 0.8697436898946762, "decode.d3.loss_cls": 0.31524194180965426, "decode.d3.loss_mask": 0.564456781744957, "decode.d3.loss_dice": 0.8309172838926315, "decode.d4.loss_cls": 0.28177044093608855, "decode.d4.loss_mask": 0.5673681557178497, "decode.d4.loss_dice": 0.8383587449789047, "decode.d5.loss_cls": 0.27462841793894766, "decode.d5.loss_mask": 0.5731351166963577, "decode.d5.loss_dice": 0.834582906961441, "decode.d6.loss_cls": 0.261545418202877, "decode.d6.loss_mask": 0.5700263142585754, "decode.d6.loss_dice": 0.8285916090011597, "decode.d7.loss_cls": 0.24391429945826532, "decode.d7.loss_mask": 0.570803439617157, "decode.d7.loss_dice": 0.8391856193542481, "decode.d8.loss_cls": 0.2409384287893772, "decode.d8.loss_mask": 0.5763000339269638, "decode.d8.loss_dice": 0.8289457589387894, "time": 0.5353429555892945, "memory": 7375, "step": 139550}
{"lr": 1.5666125784625753e-06, "data_time": 0.00934615135192871, "grad_norm": 93.8385726928711, "loss": 23.138500690460205, "decode.loss_cls": 0.4873640641570091, "decode.loss_mask": 0.641442534327507, "decode.loss_dice": 0.8920561701059342, "decode.d0.loss_cls": 1.985447984933853, "decode.d0.loss_mask": 0.8071612119674683, "decode.d0.loss_dice": 1.1223788142204285, "decode.d1.loss_cls": 0.6200377404689789, "decode.d1.loss_mask": 0.7269224554300309, "decode.d1.loss_dice": 1.0147160053253175, "decode.d2.loss_cls": 0.5840739846229553, "decode.d2.loss_mask": 0.6940890192985535, "decode.d2.loss_dice": 0.9759218782186508, "decode.d3.loss_cls": 0.5631932660937309, "decode.d3.loss_mask": 0.681116658449173, "decode.d3.loss_dice": 0.9183978736400604, "decode.d4.loss_cls": 0.5229418709874153, "decode.d4.loss_mask": 0.6861405074596405, "decode.d4.loss_dice": 0.9073295950889587, "decode.d5.loss_cls": 0.5798469945788384, "decode.d5.loss_mask": 0.6520127445459366, "decode.d5.loss_dice": 0.8839879304170608, "decode.d6.loss_cls": 0.5472744435071946, "decode.d6.loss_mask": 0.6638025283813477, "decode.d6.loss_dice": 0.8921174883842469, "decode.d7.loss_cls": 0.49649364352226255, "decode.d7.loss_mask": 0.6421639055013657, "decode.d7.loss_dice": 0.9033975720405578, "decode.d8.loss_cls": 0.5264908120036125, "decode.d8.loss_mask": 0.6466217160224914, "decode.d8.loss_dice": 0.8735579133033753, "time": 0.5630730867385865, "memory": 7186, "step": 139600}
{"lr": 1.5631563915403888e-06, "data_time": 0.009473180770874024, "grad_norm": 85.71216354370117, "loss": 22.16504650115967, "decode.loss_cls": 0.4753586485981941, "decode.loss_mask": 0.5586951822042465, "decode.loss_dice": 0.865160608291626, "decode.d0.loss_cls": 2.235372030735016, "decode.d0.loss_mask": 0.6661523252725601, "decode.d0.loss_dice": 1.0953438758850098, "decode.d1.loss_cls": 0.6887470126152039, "decode.d1.loss_mask": 0.6106130465865135, "decode.d1.loss_dice": 0.9914630025625228, "decode.d2.loss_cls": 0.5893326222896575, "decode.d2.loss_mask": 0.6034537985920906, "decode.d2.loss_dice": 0.9565035283565522, "decode.d3.loss_cls": 0.5987355634570122, "decode.d3.loss_mask": 0.5686464250087738, "decode.d3.loss_dice": 0.9076279401779175, "decode.d4.loss_cls": 0.5448350891470909, "decode.d4.loss_mask": 0.5679628506302834, "decode.d4.loss_dice": 0.8828203648328781, "decode.d5.loss_cls": 0.5644768282771111, "decode.d5.loss_mask": 0.5678818255662919, "decode.d5.loss_dice": 0.8871174871921539, "decode.d6.loss_cls": 0.487219925224781, "decode.d6.loss_mask": 0.5625211447477341, "decode.d6.loss_dice": 0.8561935156583786, "decode.d7.loss_cls": 0.4919609010219574, "decode.d7.loss_mask": 0.5614531219005585, "decode.d7.loss_dice": 0.8769154131412507, "decode.d8.loss_cls": 0.4668478012084961, "decode.d8.loss_mask": 0.5632479712367058, "decode.d8.loss_dice": 0.872386348247528, "time": 0.5343175172805786, "memory": 7225, "step": 139650}
{"lr": 1.5596993553269983e-06, "data_time": 0.009308671951293946, "grad_norm": 94.18518447875977, "loss": 19.695298194885254, "decode.loss_cls": 0.34687376096844674, "decode.loss_mask": 0.4350417539477348, "decode.loss_dice": 0.8605150282382965, "decode.d0.loss_cls": 2.2367555499076843, "decode.d0.loss_mask": 0.4947273522615433, "decode.d0.loss_dice": 1.0588663041591644, "decode.d1.loss_cls": 0.670715057849884, "decode.d1.loss_mask": 0.480025178194046, "decode.d1.loss_dice": 0.9656044483184815, "decode.d2.loss_cls": 0.5694795668125152, "decode.d2.loss_mask": 0.4514720380306244, "decode.d2.loss_dice": 0.8878501236438752, "decode.d3.loss_cls": 0.4575580731034279, "decode.d3.loss_mask": 0.45283802449703214, "decode.d3.loss_dice": 0.88964763879776, "decode.d4.loss_cls": 0.4310749307274818, "decode.d4.loss_mask": 0.4504761517047882, "decode.d4.loss_dice": 0.8779886126518249, "decode.d5.loss_cls": 0.3621001929044724, "decode.d5.loss_mask": 0.4429821461439133, "decode.d5.loss_dice": 0.8749049603939056, "decode.d6.loss_cls": 0.3683787599205971, "decode.d6.loss_mask": 0.4381352856755257, "decode.d6.loss_dice": 0.8963286578655243, "decode.d7.loss_cls": 0.31949297040700914, "decode.d7.loss_mask": 0.44478314816951753, "decode.d7.loss_dice": 0.8788957059383392, "decode.d8.loss_cls": 0.3429421678185463, "decode.d8.loss_mask": 0.4368862971663475, "decode.d8.loss_dice": 0.8719593346118927, "time": 0.534795618057251, "memory": 7206, "step": 139700}
{"lr": 1.5562414675210794e-06, "data_time": 0.009375739097595214, "grad_norm": 100.19935913085938, "loss": 22.50213270187378, "decode.loss_cls": 0.4849617823958397, "decode.loss_mask": 0.6453935235738755, "decode.loss_dice": 0.8723311737179756, "decode.d0.loss_cls": 2.139895510673523, "decode.d0.loss_mask": 0.675642266869545, "decode.d0.loss_dice": 1.0749077677726746, "decode.d1.loss_cls": 0.6642460480332375, "decode.d1.loss_mask": 0.6395092129707336, "decode.d1.loss_dice": 0.9014417991042137, "decode.d2.loss_cls": 0.6118115231394767, "decode.d2.loss_mask": 0.6453187346458436, "decode.d2.loss_dice": 0.9021954536437988, "decode.d3.loss_cls": 0.541766856610775, "decode.d3.loss_mask": 0.645004004240036, "decode.d3.loss_dice": 0.8637784659862519, "decode.d4.loss_cls": 0.5072801277041435, "decode.d4.loss_mask": 0.6385169178247452, "decode.d4.loss_dice": 0.872451189160347, "decode.d5.loss_cls": 0.49568361788988113, "decode.d5.loss_mask": 0.6591066360473633, "decode.d5.loss_dice": 0.8843791663646698, "decode.d6.loss_cls": 0.5239414975047112, "decode.d6.loss_mask": 0.638861009478569, "decode.d6.loss_dice": 0.8953837513923645, "decode.d7.loss_cls": 0.5137168608605862, "decode.d7.loss_mask": 0.6521016925573349, "decode.d7.loss_dice": 0.8695256352424622, "decode.d8.loss_cls": 0.5351655028760434, "decode.d8.loss_mask": 0.6403230234980584, "decode.d8.loss_dice": 0.8674920186400413, "time": 0.5344349145889282, "memory": 7230, "step": 139750}
{"lr": 1.5527827258093744e-06, "data_time": 0.009466314315795898, "grad_norm": 95.00147094726563, "loss": 16.02120409011841, "decode.loss_cls": 0.37237478643655775, "decode.loss_mask": 0.44430280923843385, "decode.loss_dice": 0.5086776241660118, "decode.d0.loss_cls": 1.9582289695739745, "decode.d0.loss_mask": 0.541148790717125, "decode.d0.loss_dice": 0.6429777622222901, "decode.d1.loss_cls": 0.6403962478041649, "decode.d1.loss_mask": 0.48900456428527833, "decode.d1.loss_dice": 0.5796832621097565, "decode.d2.loss_cls": 0.551297414302826, "decode.d2.loss_mask": 0.43973097801208494, "decode.d2.loss_dice": 0.5287924408912659, "decode.d3.loss_cls": 0.46093024834990504, "decode.d3.loss_mask": 0.4416210800409317, "decode.d3.loss_dice": 0.5113646775484085, "decode.d4.loss_cls": 0.4615794956684113, "decode.d4.loss_mask": 0.44264476001262665, "decode.d4.loss_dice": 0.527395960688591, "decode.d5.loss_cls": 0.42465853691101074, "decode.d5.loss_mask": 0.44300590753555297, "decode.d5.loss_dice": 0.5101561531424522, "decode.d6.loss_cls": 0.4167823106050491, "decode.d6.loss_mask": 0.4303252503275871, "decode.d6.loss_dice": 0.5180899232625962, "decode.d7.loss_cls": 0.411472786962986, "decode.d7.loss_mask": 0.44374642372131345, "decode.d7.loss_dice": 0.5048946976661682, "decode.d8.loss_cls": 0.42503078281879425, "decode.d8.loss_mask": 0.44512507170438764, "decode.d8.loss_dice": 0.5057650804519653, "time": 0.5355095863342285, "memory": 7255, "step": 139800}
{"lr": 1.549323127866601e-06, "data_time": 0.00977795124053955, "grad_norm": 89.77825126647949, "loss": 24.804341506958007, "decode.loss_cls": 0.3279769979417324, "decode.loss_mask": 0.7248810023069382, "decode.loss_dice": 1.076564460992813, "decode.d0.loss_cls": 2.2938388109207155, "decode.d0.loss_mask": 0.8253555566072464, "decode.d0.loss_dice": 1.3763335794210434, "decode.d1.loss_cls": 0.6245735004544258, "decode.d1.loss_mask": 0.7156061351299285, "decode.d1.loss_dice": 1.1637546718120575, "decode.d2.loss_cls": 0.4994239240884781, "decode.d2.loss_mask": 0.6952376037836074, "decode.d2.loss_dice": 1.1513724207878113, "decode.d3.loss_cls": 0.43782159239053725, "decode.d3.loss_mask": 0.7264946430921555, "decode.d3.loss_dice": 1.15240481197834, "decode.d4.loss_cls": 0.42634811252355576, "decode.d4.loss_mask": 0.7125257849693298, "decode.d4.loss_dice": 1.1355204433202744, "decode.d5.loss_cls": 0.3563564121723175, "decode.d5.loss_mask": 0.7218786239624023, "decode.d5.loss_dice": 1.1516347467899322, "decode.d6.loss_cls": 0.35661017894744873, "decode.d6.loss_mask": 0.7203169852495194, "decode.d6.loss_dice": 1.1250526562333107, "decode.d7.loss_cls": 0.3352767236530781, "decode.d7.loss_mask": 0.723818901181221, "decode.d7.loss_dice": 1.1049992084503173, "decode.d8.loss_cls": 0.33262666314840317, "decode.d8.loss_mask": 0.7232784420251847, "decode.d8.loss_dice": 1.0864576622843742, "time": 0.5583235502243042, "memory": 7243, "step": 139850}
{"lr": 1.5458626713553575e-06, "data_time": 0.009364891052246093, "grad_norm": 79.76926193237304, "loss": 15.307984447479248, "decode.loss_cls": 0.3227969005703926, "decode.loss_mask": 0.4259783700108528, "decode.loss_dice": 0.5271609544754028, "decode.d0.loss_cls": 1.7731029033660888, "decode.d0.loss_mask": 0.5020387560129166, "decode.d0.loss_dice": 0.6445279017090797, "decode.d1.loss_cls": 0.5933115310966969, "decode.d1.loss_mask": 0.4447740614414215, "decode.d1.loss_dice": 0.576007142663002, "decode.d2.loss_cls": 0.4534977741539478, "decode.d2.loss_mask": 0.447941654920578, "decode.d2.loss_dice": 0.5375277400016785, "decode.d3.loss_cls": 0.4286093391478062, "decode.d3.loss_mask": 0.4222340226173401, "decode.d3.loss_dice": 0.49112034440040586, "decode.d4.loss_cls": 0.42909378930926323, "decode.d4.loss_mask": 0.42776802480220794, "decode.d4.loss_dice": 0.5162028387188912, "decode.d5.loss_cls": 0.4278764516115189, "decode.d5.loss_mask": 0.4170177146792412, "decode.d5.loss_dice": 0.4834597483277321, "decode.d6.loss_cls": 0.3791403941810131, "decode.d6.loss_mask": 0.42537576854228976, "decode.d6.loss_dice": 0.5280119314789772, "decode.d7.loss_cls": 0.4285131711512804, "decode.d7.loss_mask": 0.4178097203373909, "decode.d7.loss_dice": 0.5052075073122978, "decode.d8.loss_cls": 0.3988276246935129, "decode.d8.loss_mask": 0.4133077025413513, "decode.d8.loss_dice": 0.5197425961494446, "time": 0.5345947980880738, "memory": 7297, "step": 139900}
{"lr": 1.5424013539260287e-06, "data_time": 0.009324049949645996, "grad_norm": 122.03698120117187, "loss": 20.359108209609985, "decode.loss_cls": 0.346984239667654, "decode.loss_mask": 0.6127076297998428, "decode.loss_dice": 0.8327361792325974, "decode.d0.loss_cls": 1.985595941543579, "decode.d0.loss_mask": 0.6603109002113342, "decode.d0.loss_dice": 0.9964094549417496, "decode.d1.loss_cls": 0.5516531817615032, "decode.d1.loss_mask": 0.6587569028139114, "decode.d1.loss_dice": 0.900322648882866, "decode.d2.loss_cls": 0.5176371656358242, "decode.d2.loss_mask": 0.6149446591734886, "decode.d2.loss_dice": 0.8550377398729324, "decode.d3.loss_cls": 0.4582581229507923, "decode.d3.loss_mask": 0.6049866870045661, "decode.d3.loss_dice": 0.8006255060434342, "decode.d4.loss_cls": 0.3848351653665304, "decode.d4.loss_mask": 0.5944978311657906, "decode.d4.loss_dice": 0.8174218118190766, "decode.d5.loss_cls": 0.36029144302010535, "decode.d5.loss_mask": 0.59575534760952, "decode.d5.loss_dice": 0.8222127974033355, "decode.d6.loss_cls": 0.35821873769164086, "decode.d6.loss_mask": 0.6094779223203659, "decode.d6.loss_dice": 0.8242488458752633, "decode.d7.loss_cls": 0.4096735168248415, "decode.d7.loss_mask": 0.6001815170049667, "decode.d7.loss_dice": 0.804601427912712, "decode.d8.loss_cls": 0.36183996610343455, "decode.d8.loss_mask": 0.607882322371006, "decode.d8.loss_dice": 0.8110011875629425, "time": 0.5314451217651367, "memory": 7277, "step": 139950}
{"lr": 1.538939173216696e-06, "data_time": 0.009282231330871582, "grad_norm": 95.65287971496582, "loss": 19.010050296783447, "decode.loss_cls": 0.22842948455363513, "decode.loss_mask": 0.5430243581533432, "decode.loss_dice": 0.8085738480091095, "decode.d0.loss_cls": 2.0683000087738037, "decode.d0.loss_mask": 0.6093723446130752, "decode.d0.loss_dice": 1.0361137449741364, "decode.d1.loss_cls": 0.46790013611316683, "decode.d1.loss_mask": 0.5819589301943779, "decode.d1.loss_dice": 0.9210384398698807, "decode.d2.loss_cls": 0.4062834683805704, "decode.d2.loss_mask": 0.5628951832652092, "decode.d2.loss_dice": 0.8659875571727753, "decode.d3.loss_cls": 0.3213188838213682, "decode.d3.loss_mask": 0.5597879528999329, "decode.d3.loss_dice": 0.8449245989322662, "decode.d4.loss_cls": 0.2732658304274082, "decode.d4.loss_mask": 0.5557387739419937, "decode.d4.loss_dice": 0.8455083280801773, "decode.d5.loss_cls": 0.28280061986297367, "decode.d5.loss_mask": 0.5515597283840179, "decode.d5.loss_dice": 0.832469892501831, "decode.d6.loss_cls": 0.2686329711228609, "decode.d6.loss_mask": 0.5504471838474274, "decode.d6.loss_dice": 0.8203310072422028, "decode.d7.loss_cls": 0.2657883843407035, "decode.d7.loss_mask": 0.5462954550981521, "decode.d7.loss_dice": 0.817072793841362, "decode.d8.loss_cls": 0.22674803491681814, "decode.d8.loss_mask": 0.5393266916275025, "decode.d8.loss_dice": 0.8081549525260925, "time": 0.5365348339080811, "memory": 7219, "step": 140000}
{"aAcc": 84.14, "mIoU": 53.43, "mAcc": 67.19, "data_time": 0.001883716697236931, "time": 0.18407282791289675, "step": 140000}
{"lr": 1.535476126853036e-06, "data_time": 0.009859061241149903, "grad_norm": 82.65007400512695, "loss": 15.228306293487549, "decode.loss_cls": 0.25538963861763475, "decode.loss_mask": 0.37344219237565995, "decode.loss_dice": 0.6000811010599136, "decode.d0.loss_cls": 2.0155075192451477, "decode.d0.loss_mask": 0.4922279089689255, "decode.d0.loss_dice": 0.7755237966775894, "decode.d1.loss_cls": 0.5195963747799397, "decode.d1.loss_mask": 0.40378967523574827, "decode.d1.loss_dice": 0.6590537756681443, "decode.d2.loss_cls": 0.39021684005856516, "decode.d2.loss_mask": 0.38943098932504655, "decode.d2.loss_dice": 0.6129299372434616, "decode.d3.loss_cls": 0.35385159254074094, "decode.d3.loss_mask": 0.38418261259794234, "decode.d3.loss_dice": 0.6125055253505707, "decode.d4.loss_cls": 0.3480500623583794, "decode.d4.loss_mask": 0.3801706001162529, "decode.d4.loss_dice": 0.6001784771680831, "decode.d5.loss_cls": 0.32808812856674197, "decode.d5.loss_mask": 0.3787216544151306, "decode.d5.loss_dice": 0.5837592393159866, "decode.d6.loss_cls": 0.3165385860949755, "decode.d6.loss_mask": 0.37866355776786803, "decode.d6.loss_dice": 0.5986168384552002, "decode.d7.loss_cls": 0.26069429256021975, "decode.d7.loss_mask": 0.37422993332147597, "decode.d7.loss_dice": 0.6032348781824112, "decode.d8.loss_cls": 0.2578039824962616, "decode.d8.loss_mask": 0.37930543571710584, "decode.d8.loss_dice": 0.6025203824043274, "time": 0.538244652748108, "memory": 7225, "step": 140050}
{"lr": 1.5320122124482307e-06, "data_time": 0.009969878196716308, "grad_norm": 93.97466163635254, "loss": 21.698675918579102, "decode.loss_cls": 0.5105963304638863, "decode.loss_mask": 0.6024746894836426, "decode.loss_dice": 0.7729865491390229, "decode.d0.loss_cls": 2.042195224761963, "decode.d0.loss_mask": 0.6843784064054489, "decode.d0.loss_dice": 0.9539734065532685, "decode.d1.loss_cls": 0.678625077009201, "decode.d1.loss_mask": 0.6699807167053222, "decode.d1.loss_dice": 0.8692469760775566, "decode.d2.loss_cls": 0.6845982402563096, "decode.d2.loss_mask": 0.6760450094938278, "decode.d2.loss_dice": 0.8450882107019424, "decode.d3.loss_cls": 0.6043601542711258, "decode.d3.loss_mask": 0.6348669618368149, "decode.d3.loss_dice": 0.7924719884991646, "decode.d4.loss_cls": 0.576951476931572, "decode.d4.loss_mask": 0.6250566422939301, "decode.d4.loss_dice": 0.7688425093889236, "decode.d5.loss_cls": 0.5608656421303749, "decode.d5.loss_mask": 0.6181618124246597, "decode.d5.loss_dice": 0.7790167391300201, "decode.d6.loss_cls": 0.5377905339002609, "decode.d6.loss_mask": 0.6122755318880081, "decode.d6.loss_dice": 0.7664422005414963, "decode.d7.loss_cls": 0.5255343899130821, "decode.d7.loss_mask": 0.6293512523174286, "decode.d7.loss_dice": 0.7861798137426377, "decode.d8.loss_cls": 0.4999814465641975, "decode.d8.loss_mask": 0.6194293320178985, "decode.d8.loss_dice": 0.7709090933203697, "time": 0.5370653152465821, "memory": 7276, "step": 140100}
{"lr": 1.5285474276028645e-06, "data_time": 0.009930300712585449, "grad_norm": 92.77296409606933, "loss": 20.420456409454346, "decode.loss_cls": 0.4228468731045723, "decode.loss_mask": 0.5298445343971252, "decode.loss_dice": 0.799359992146492, "decode.d0.loss_cls": 2.0845285654067993, "decode.d0.loss_mask": 0.6122404396533966, "decode.d0.loss_dice": 0.9830978602170944, "decode.d1.loss_cls": 0.6484076768159867, "decode.d1.loss_mask": 0.5857897788286209, "decode.d1.loss_dice": 0.9008203253149987, "decode.d2.loss_cls": 0.5487711057066917, "decode.d2.loss_mask": 0.5503942191600799, "decode.d2.loss_dice": 0.8760026961565017, "decode.d3.loss_cls": 0.5102144852280617, "decode.d3.loss_mask": 0.5353637158870697, "decode.d3.loss_dice": 0.8275821596384049, "decode.d4.loss_cls": 0.4571599766612053, "decode.d4.loss_mask": 0.5370734751224517, "decode.d4.loss_dice": 0.8423699736595154, "decode.d5.loss_cls": 0.4922607406973839, "decode.d5.loss_mask": 0.5318116933107376, "decode.d5.loss_dice": 0.8123931750655174, "decode.d6.loss_cls": 0.4602345570921898, "decode.d6.loss_mask": 0.5303959131240845, "decode.d6.loss_dice": 0.811462938785553, "decode.d7.loss_cls": 0.4057369440793991, "decode.d7.loss_mask": 0.5325691282749176, "decode.d7.loss_dice": 0.8160354718565941, "decode.d8.loss_cls": 0.4338198259472847, "decode.d8.loss_mask": 0.5293549478054047, "decode.d8.loss_dice": 0.8125128492712974, "time": 0.5368371725082397, "memory": 7319, "step": 140150}
{"lr": 1.5250817699048278e-06, "data_time": 0.010015654563903808, "grad_norm": 96.55857276916504, "loss": 25.60772533416748, "decode.loss_cls": 0.37056490033864975, "decode.loss_mask": 0.6883044123649598, "decode.loss_dice": 1.1132464170455934, "decode.d0.loss_cls": 2.449705421924591, "decode.d0.loss_mask": 0.8244093626737594, "decode.d0.loss_dice": 1.425059688091278, "decode.d1.loss_cls": 0.736175125837326, "decode.d1.loss_mask": 0.7501326531171799, "decode.d1.loss_dice": 1.2737220585346223, "decode.d2.loss_cls": 0.5860721066594123, "decode.d2.loss_mask": 0.7085226118564606, "decode.d2.loss_dice": 1.1700941890478134, "decode.d3.loss_cls": 0.49237607419490814, "decode.d3.loss_mask": 0.720907798409462, "decode.d3.loss_dice": 1.1723697870969771, "decode.d4.loss_cls": 0.4217752248048782, "decode.d4.loss_mask": 0.716760841012001, "decode.d4.loss_dice": 1.1748789608478547, "decode.d5.loss_cls": 0.4347410753369331, "decode.d5.loss_mask": 0.6942331492900848, "decode.d5.loss_dice": 1.1301293075084686, "decode.d6.loss_cls": 0.4046412967145443, "decode.d6.loss_mask": 0.6899957686662674, "decode.d6.loss_dice": 1.1209641486406325, "decode.d7.loss_cls": 0.38129863440990447, "decode.d7.loss_mask": 0.6874635845422745, "decode.d7.loss_dice": 1.1067771434783935, "decode.d8.loss_cls": 0.37036790549755094, "decode.d8.loss_mask": 0.6869436770677566, "decode.d8.loss_dice": 1.1050916224718095, "time": 0.5389206886291504, "memory": 7310, "step": 140200}
{"lr": 1.5216152369292182e-06, "data_time": 0.010192322731018066, "grad_norm": 79.12757415771485, "loss": 19.888201427459716, "decode.loss_cls": 0.29124629572033883, "decode.loss_mask": 0.5612774074077607, "decode.loss_dice": 0.8679679423570633, "decode.d0.loss_cls": 2.065721869468689, "decode.d0.loss_mask": 0.6017134010791778, "decode.d0.loss_dice": 0.9314887762069702, "decode.d1.loss_cls": 0.5538502216339112, "decode.d1.loss_mask": 0.5910729736089706, "decode.d1.loss_dice": 0.8988963603973389, "decode.d2.loss_cls": 0.4815359733998775, "decode.d2.loss_mask": 0.575755101442337, "decode.d2.loss_dice": 0.8729495674371719, "decode.d3.loss_cls": 0.40500579625368116, "decode.d3.loss_mask": 0.5645058929920197, "decode.d3.loss_dice": 0.867633706331253, "decode.d4.loss_cls": 0.34425896853208543, "decode.d4.loss_mask": 0.5704603105783462, "decode.d4.loss_dice": 0.8623342156410218, "decode.d5.loss_cls": 0.33456830978393554, "decode.d5.loss_mask": 0.5672880619764328, "decode.d5.loss_dice": 0.8816734671592712, "decode.d6.loss_cls": 0.33931407928466795, "decode.d6.loss_mask": 0.57646464407444, "decode.d6.loss_dice": 0.8591643095016479, "decode.d7.loss_cls": 0.2576132617890835, "decode.d7.loss_mask": 0.5679897278547287, "decode.d7.loss_dice": 0.8841904520988464, "decode.d8.loss_cls": 0.2764176867902279, "decode.d8.loss_mask": 0.5698898494243622, "decode.d8.loss_dice": 0.8659532397985459, "time": 0.5631548881530761, "memory": 7286, "step": 140250}
{"lr": 1.5181478262382405e-06, "data_time": 0.009387660026550292, "grad_norm": 84.33998680114746, "loss": 26.336371231079102, "decode.loss_cls": 0.45744874477386477, "decode.loss_mask": 0.616368604451418, "decode.loss_dice": 1.2186718881130219, "decode.d0.loss_cls": 2.0819029986858366, "decode.d0.loss_mask": 0.7057435184717178, "decode.d0.loss_dice": 1.5074105322360993, "decode.d1.loss_cls": 0.8390176281332969, "decode.d1.loss_mask": 0.6532170310616493, "decode.d1.loss_dice": 1.3477026775479317, "decode.d2.loss_cls": 0.676328256726265, "decode.d2.loss_mask": 0.6321159765124321, "decode.d2.loss_dice": 1.2834805861115455, "decode.d3.loss_cls": 0.5521299310028553, "decode.d3.loss_mask": 0.6235284753143787, "decode.d3.loss_dice": 1.2493729278445245, "decode.d4.loss_cls": 0.5471659205853939, "decode.d4.loss_mask": 0.6169722691178322, "decode.d4.loss_dice": 1.2353661864995957, "decode.d5.loss_cls": 0.5835240885615349, "decode.d5.loss_mask": 0.6154136903584003, "decode.d5.loss_dice": 1.177353335916996, "decode.d6.loss_cls": 0.5685304448008537, "decode.d6.loss_mask": 0.6164179220795631, "decode.d6.loss_dice": 1.2374767318367959, "decode.d7.loss_cls": 0.5271804310381413, "decode.d7.loss_mask": 0.6189193017780781, "decode.d7.loss_dice": 1.2105658754706383, "decode.d8.loss_cls": 0.4973985515534878, "decode.d8.loss_mask": 0.6193140305578708, "decode.d8.loss_dice": 1.220332919061184, "time": 0.53794367313385, "memory": 7233, "step": 140300}
{"lr": 1.5146795353811041e-06, "data_time": 0.009486532211303711, "grad_norm": 75.08889427185059, "loss": 19.35609836578369, "decode.loss_cls": 0.3569557696580887, "decode.loss_mask": 0.40209739059209826, "decode.loss_dice": 0.909960749745369, "decode.d0.loss_cls": 2.1038329124450685, "decode.d0.loss_mask": 0.4322181403636932, "decode.d0.loss_dice": 1.0362770229578018, "decode.d1.loss_cls": 0.6249237366020679, "decode.d1.loss_mask": 0.41820916831493377, "decode.d1.loss_dice": 0.976470148563385, "decode.d2.loss_cls": 0.4928279396146536, "decode.d2.loss_mask": 0.4129576563835144, "decode.d2.loss_dice": 0.9574510633945466, "decode.d3.loss_cls": 0.4318158894777298, "decode.d3.loss_mask": 0.4114930048584938, "decode.d3.loss_dice": 0.9072309166193009, "decode.d4.loss_cls": 0.40152163738384844, "decode.d4.loss_mask": 0.4161087691783905, "decode.d4.loss_dice": 0.9025135904550552, "decode.d5.loss_cls": 0.3915714604780078, "decode.d5.loss_mask": 0.4000960186123848, "decode.d5.loss_dice": 0.8942460387945175, "decode.d6.loss_cls": 0.393889344856143, "decode.d6.loss_mask": 0.4072962373495102, "decode.d6.loss_dice": 0.9106595009565354, "decode.d7.loss_cls": 0.37358463956043125, "decode.d7.loss_mask": 0.402642023563385, "decode.d7.loss_dice": 0.9249413281679153, "decode.d8.loss_cls": 0.36595520135015247, "decode.d8.loss_mask": 0.4021169304847717, "decode.d8.loss_dice": 0.8942334413528442, "time": 0.5360519409179687, "memory": 7295, "step": 140350}
{"lr": 1.5112103618939207e-06, "data_time": 0.009414434432983398, "grad_norm": 83.20004730224609, "loss": 18.290818977355958, "decode.loss_cls": 0.38319715596735476, "decode.loss_mask": 0.46704630851745604, "decode.loss_dice": 0.7068907916545868, "decode.d0.loss_cls": 1.9140825629234315, "decode.d0.loss_mask": 0.5103236109018325, "decode.d0.loss_dice": 0.824221158027649, "decode.d1.loss_cls": 0.6512134999036789, "decode.d1.loss_mask": 0.47764662951231, "decode.d1.loss_dice": 0.7427834451198578, "decode.d2.loss_cls": 0.549938814342022, "decode.d2.loss_mask": 0.47380294650793076, "decode.d2.loss_dice": 0.761386615037918, "decode.d3.loss_cls": 0.5247547060251236, "decode.d3.loss_mask": 0.4645315930247307, "decode.d3.loss_dice": 0.7048062264919281, "decode.d4.loss_cls": 0.4862312044948339, "decode.d4.loss_mask": 0.48191401958465574, "decode.d4.loss_dice": 0.7019520610570907, "decode.d5.loss_cls": 0.4657124862074852, "decode.d5.loss_mask": 0.47769348621368407, "decode.d5.loss_dice": 0.7255637377500535, "decode.d6.loss_cls": 0.45941908210515975, "decode.d6.loss_mask": 0.46880992203950883, "decode.d6.loss_dice": 0.7105600863695145, "decode.d7.loss_cls": 0.4221748888492584, "decode.d7.loss_mask": 0.46638429164886475, "decode.d7.loss_dice": 0.7042226165533065, "decode.d8.loss_cls": 0.39241865277290344, "decode.d8.loss_mask": 0.46691685914993286, "decode.d8.loss_dice": 0.7042196422815323, "time": 0.5864648342132568, "memory": 7244, "step": 140400}
{"lr": 1.5077403032996014e-06, "data_time": 0.009322333335876464, "grad_norm": 114.14481201171876, "loss": 18.25669422149658, "decode.loss_cls": 0.29364341087639334, "decode.loss_mask": 0.5102049633860588, "decode.loss_dice": 0.7304946780204773, "decode.d0.loss_cls": 2.09507395029068, "decode.d0.loss_mask": 0.5135687798261642, "decode.d0.loss_dice": 0.8496936082839965, "decode.d1.loss_cls": 0.5704788334667683, "decode.d1.loss_mask": 0.5241566270589828, "decode.d1.loss_dice": 0.8111687034368515, "decode.d2.loss_cls": 0.42878120094537736, "decode.d2.loss_mask": 0.5142342120409011, "decode.d2.loss_dice": 0.795987069606781, "decode.d3.loss_cls": 0.40627351999282835, "decode.d3.loss_mask": 0.5128363102674485, "decode.d3.loss_dice": 0.755189648270607, "decode.d4.loss_cls": 0.38604549318552017, "decode.d4.loss_mask": 0.5180779725313187, "decode.d4.loss_dice": 0.7351682186126709, "decode.d5.loss_cls": 0.373927965760231, "decode.d5.loss_mask": 0.517416276037693, "decode.d5.loss_dice": 0.7591651648283004, "decode.d6.loss_cls": 0.33426874205470086, "decode.d6.loss_mask": 0.506870336830616, "decode.d6.loss_dice": 0.7295283675193787, "decode.d7.loss_cls": 0.2906195014715195, "decode.d7.loss_mask": 0.5222570449113846, "decode.d7.loss_dice": 0.736581289768219, "decode.d8.loss_cls": 0.2876095611602068, "decode.d8.loss_mask": 0.5003674730658532, "decode.d8.loss_dice": 0.7470053464174271, "time": 0.5348180055618286, "memory": 7302, "step": 140450}
{"lr": 1.504269357107752e-06, "data_time": 0.009483528137207032, "grad_norm": 94.39998779296874, "loss": 21.52273097038269, "decode.loss_cls": 0.24359019622206687, "decode.loss_mask": 0.6784184038639068, "decode.loss_dice": 0.9630426466464996, "decode.d0.loss_cls": 1.8565007328987122, "decode.d0.loss_mask": 0.7480068445205689, "decode.d0.loss_dice": 1.1108901470899581, "decode.d1.loss_cls": 0.4726942405104637, "decode.d1.loss_mask": 0.6865477114915848, "decode.d1.loss_dice": 1.0368679612874985, "decode.d2.loss_cls": 0.3618091858923435, "decode.d2.loss_mask": 0.6907129615545273, "decode.d2.loss_dice": 1.0330058217048645, "decode.d3.loss_cls": 0.31607840619981287, "decode.d3.loss_mask": 0.6840304851531982, "decode.d3.loss_dice": 0.9796643018722534, "decode.d4.loss_cls": 0.3112846277654171, "decode.d4.loss_mask": 0.6797064244747162, "decode.d4.loss_dice": 0.9771275132894516, "decode.d5.loss_cls": 0.26876120530068875, "decode.d5.loss_mask": 0.684156996011734, "decode.d5.loss_dice": 1.002883604168892, "decode.d6.loss_cls": 0.27787103578448297, "decode.d6.loss_mask": 0.6703680217266083, "decode.d6.loss_dice": 0.9723902463912963, "decode.d7.loss_cls": 0.25538324676454066, "decode.d7.loss_mask": 0.677681615948677, "decode.d7.loss_dice": 0.9710460722446441, "decode.d8.loss_cls": 0.2867893915623426, "decode.d8.loss_mask": 0.6743915408849717, "decode.d8.loss_dice": 0.9510283976793289, "time": 0.5635228872299194, "memory": 7253, "step": 140500}
{"lr": 1.5007975208145634e-06, "data_time": 0.009386801719665527, "grad_norm": 91.01931228637696, "loss": 24.23826847076416, "decode.loss_cls": 0.6257425643503666, "decode.loss_mask": 0.4981721043586731, "decode.loss_dice": 0.9537373274564743, "decode.d0.loss_cls": 2.3883781671524047, "decode.d0.loss_mask": 0.5939250081777573, "decode.d0.loss_dice": 1.1719564646482468, "decode.d1.loss_cls": 0.9335140220820903, "decode.d1.loss_mask": 0.5643261551856995, "decode.d1.loss_dice": 1.1038738071918488, "decode.d2.loss_cls": 0.7450702711939812, "decode.d2.loss_mask": 0.5259014427661896, "decode.d2.loss_dice": 1.0483445316553115, "decode.d3.loss_cls": 0.732721534371376, "decode.d3.loss_mask": 0.5182179808616638, "decode.d3.loss_dice": 1.0099465906620027, "decode.d4.loss_cls": 0.7385960392653942, "decode.d4.loss_mask": 0.5097180902957916, "decode.d4.loss_dice": 1.016673097014427, "decode.d5.loss_cls": 0.752852376550436, "decode.d5.loss_mask": 0.5106165945529938, "decode.d5.loss_dice": 0.9780821532011033, "decode.d6.loss_cls": 0.704460372030735, "decode.d6.loss_mask": 0.5040255188941956, "decode.d6.loss_dice": 0.9665458530187607, "decode.d7.loss_cls": 0.6424924768507481, "decode.d7.loss_mask": 0.4989150851964951, "decode.d7.loss_dice": 0.9646552622318267, "decode.d8.loss_cls": 0.5884660363197327, "decode.d8.loss_mask": 0.4935196727514267, "decode.d8.loss_dice": 0.9548215687274932, "time": 0.5366740465164185, "memory": 7193, "step": 140550}
{"lr": 1.4973247919027125e-06, "data_time": 0.009594869613647462, "grad_norm": 83.84687004089355, "loss": 20.634209632873535, "decode.loss_cls": 0.3038708046078682, "decode.loss_mask": 0.5687182754278183, "decode.loss_dice": 0.9378371477127075, "decode.d0.loss_cls": 1.7066168665885926, "decode.d0.loss_mask": 0.649934908747673, "decode.d0.loss_dice": 1.069862762093544, "decode.d1.loss_cls": 0.49577317088842393, "decode.d1.loss_mask": 0.6120042130351067, "decode.d1.loss_dice": 1.0286769688129425, "decode.d2.loss_cls": 0.44835875034332273, "decode.d2.loss_mask": 0.5844124972820282, "decode.d2.loss_dice": 0.9910524755716323, "decode.d3.loss_cls": 0.35016033574938776, "decode.d3.loss_mask": 0.5758512422442437, "decode.d3.loss_dice": 0.9568368285894394, "decode.d4.loss_cls": 0.42363243326544764, "decode.d4.loss_mask": 0.567208057641983, "decode.d4.loss_dice": 0.9370997190475464, "decode.d5.loss_cls": 0.40645467191934587, "decode.d5.loss_mask": 0.5579629778862, "decode.d5.loss_dice": 0.9437363862991333, "decode.d6.loss_cls": 0.3503683812916279, "decode.d6.loss_mask": 0.5675148829817772, "decode.d6.loss_dice": 0.9513753086328507, "decode.d7.loss_cls": 0.30832569263875487, "decode.d7.loss_mask": 0.5672395944595336, "decode.d7.loss_dice": 0.9393171161413193, "decode.d8.loss_cls": 0.3170181468129158, "decode.d8.loss_mask": 0.567272211611271, "decode.d8.loss_dice": 0.9497162520885467, "time": 0.5645956039428711, "memory": 7261, "step": 140600}
{"lr": 1.4938511678412469e-06, "data_time": 0.009552431106567384, "grad_norm": 85.70575485229492, "loss": 20.64007749557495, "decode.loss_cls": 0.4577461197972298, "decode.loss_mask": 0.5314380586147308, "decode.loss_dice": 0.7897422522306442, "decode.d0.loss_cls": 1.9535783171653747, "decode.d0.loss_mask": 0.6183534473180771, "decode.d0.loss_dice": 1.0140553534030914, "decode.d1.loss_cls": 0.7000449672341347, "decode.d1.loss_mask": 0.5793686449527741, "decode.d1.loss_dice": 0.8719067990779876, "decode.d2.loss_cls": 0.6154805898666382, "decode.d2.loss_mask": 0.5566278964281082, "decode.d2.loss_dice": 0.8492157310247421, "decode.d3.loss_cls": 0.5187895826995372, "decode.d3.loss_mask": 0.5510479539632798, "decode.d3.loss_dice": 0.8358095288276672, "decode.d4.loss_cls": 0.504658491909504, "decode.d4.loss_mask": 0.5604475826025009, "decode.d4.loss_dice": 0.822746604681015, "decode.d5.loss_cls": 0.48102751895785334, "decode.d5.loss_mask": 0.5558768928050994, "decode.d5.loss_dice": 0.835944539308548, "decode.d6.loss_cls": 0.49348974972963333, "decode.d6.loss_mask": 0.5423411697149276, "decode.d6.loss_dice": 0.8150695204734802, "decode.d7.loss_cls": 0.41904004365205766, "decode.d7.loss_mask": 0.5433299392461777, "decode.d7.loss_dice": 0.8224963784217835, "decode.d8.loss_cls": 0.4277731515467167, "decode.d8.loss_mask": 0.5444181442260743, "decode.d8.loss_dice": 0.82821184694767, "time": 0.5363945007324219, "memory": 7198, "step": 140650}
{"lr": 1.4903766460854791e-06, "data_time": 0.009488844871520996, "grad_norm": 80.0311065673828, "loss": 18.005185842514038, "decode.loss_cls": 0.26936195231974125, "decode.loss_mask": 0.39787900671362875, "decode.loss_dice": 0.8520444571971894, "decode.d0.loss_cls": 2.001749348640442, "decode.d0.loss_mask": 0.44658286720514295, "decode.d0.loss_dice": 1.054795476794243, "decode.d1.loss_cls": 0.47908608317375184, "decode.d1.loss_mask": 0.4224691495299339, "decode.d1.loss_dice": 0.912603548169136, "decode.d2.loss_cls": 0.41108633354306223, "decode.d2.loss_mask": 0.42254110872745515, "decode.d2.loss_dice": 0.888510239124298, "decode.d3.loss_cls": 0.36741146743297576, "decode.d3.loss_mask": 0.40423855632543565, "decode.d3.loss_dice": 0.8571043878793716, "decode.d4.loss_cls": 0.30606182999908926, "decode.d4.loss_mask": 0.41479503363370895, "decode.d4.loss_dice": 0.8491659998893738, "decode.d5.loss_cls": 0.30866187401115897, "decode.d5.loss_mask": 0.4194341734051704, "decode.d5.loss_dice": 0.8792296677827836, "decode.d6.loss_cls": 0.274840085580945, "decode.d6.loss_mask": 0.4021525077521801, "decode.d6.loss_dice": 0.8643774449825287, "decode.d7.loss_cls": 0.2755222037434578, "decode.d7.loss_mask": 0.4020710185170174, "decode.d7.loss_dice": 0.8464602798223495, "decode.d8.loss_cls": 0.2998369473963976, "decode.d8.loss_mask": 0.39924953058362006, "decode.d8.loss_dice": 0.8758635312318802, "time": 0.5650261163711547, "memory": 7243, "step": 140700}
{"lr": 1.486901224076877e-06, "data_time": 0.00959627628326416, "grad_norm": 87.86659469604493, "loss": 19.882356452941895, "decode.loss_cls": 0.3305790305137634, "decode.loss_mask": 0.5759935721755027, "decode.loss_dice": 0.8682912409305572, "decode.d0.loss_cls": 1.8266284704208373, "decode.d0.loss_mask": 0.6205959737300872, "decode.d0.loss_dice": 1.0066260874271393, "decode.d1.loss_cls": 0.4958015024662018, "decode.d1.loss_mask": 0.6058539643883705, "decode.d1.loss_dice": 0.908548367023468, "decode.d2.loss_cls": 0.40716563537716866, "decode.d2.loss_mask": 0.5918048262596131, "decode.d2.loss_dice": 0.9147737264633179, "decode.d3.loss_cls": 0.3845167770981789, "decode.d3.loss_mask": 0.5881317704916, "decode.d3.loss_dice": 0.8836898744106293, "decode.d4.loss_cls": 0.3314988952130079, "decode.d4.loss_mask": 0.5822031572461128, "decode.d4.loss_dice": 0.8934741109609604, "decode.d5.loss_cls": 0.3035526189953089, "decode.d5.loss_mask": 0.5804065823554992, "decode.d5.loss_dice": 0.8978433310985565, "decode.d6.loss_cls": 0.33550842981785534, "decode.d6.loss_mask": 0.5732047781348228, "decode.d6.loss_dice": 0.87026806473732, "decode.d7.loss_cls": 0.30614369474351405, "decode.d7.loss_mask": 0.575066301226616, "decode.d7.loss_dice": 0.8738301664590835, "decode.d8.loss_cls": 0.30990350656211374, "decode.d8.loss_mask": 0.5728420913219452, "decode.d8.loss_dice": 0.8676092892885208, "time": 0.5344841480255127, "memory": 7243, "step": 140750}
{"lr": 1.483424899242948e-06, "data_time": 0.009530234336853027, "grad_norm": 83.3997989654541, "loss": 21.069274425506592, "decode.loss_cls": 0.29872787594795225, "decode.loss_mask": 0.5559049844741821, "decode.loss_dice": 0.965922412276268, "decode.d0.loss_cls": 2.207396423816681, "decode.d0.loss_mask": 0.5914589017629623, "decode.d0.loss_dice": 1.1201471954584121, "decode.d1.loss_cls": 0.5800329111516476, "decode.d1.loss_mask": 0.5641226649284363, "decode.d1.loss_dice": 1.0441951900720596, "decode.d2.loss_cls": 0.41977316662669184, "decode.d2.loss_mask": 0.5684230387210846, "decode.d2.loss_dice": 0.9862744510173798, "decode.d3.loss_cls": 0.36404287815093994, "decode.d3.loss_mask": 0.5534986168146133, "decode.d3.loss_dice": 0.9847622364759445, "decode.d4.loss_cls": 0.34513880126178265, "decode.d4.loss_mask": 0.5517024904489517, "decode.d4.loss_dice": 0.9722329765558243, "decode.d5.loss_cls": 0.32016195319592955, "decode.d5.loss_mask": 0.5595288276672363, "decode.d5.loss_dice": 0.978242301940918, "decode.d6.loss_cls": 0.3116918224841356, "decode.d6.loss_mask": 0.5475273042917251, "decode.d6.loss_dice": 0.9621416866779328, "decode.d7.loss_cls": 0.274936131387949, "decode.d7.loss_mask": 0.5578530073165894, "decode.d7.loss_dice": 1.0051946222782135, "decode.d8.loss_cls": 0.33761366456747055, "decode.d8.loss_mask": 0.5490087121725082, "decode.d8.loss_dice": 0.9916174113750458, "time": 0.5338854312896728, "memory": 7260, "step": 140800}
{"lr": 1.4799476689971328e-06, "data_time": 0.0095289945602417, "grad_norm": 105.6914566040039, "loss": 20.290739393234254, "decode.loss_cls": 0.3519253058359027, "decode.loss_mask": 0.582770225405693, "decode.loss_dice": 0.8235789030790329, "decode.d0.loss_cls": 2.093456369638443, "decode.d0.loss_mask": 0.6374658852815628, "decode.d0.loss_dice": 1.0274368435144425, "decode.d1.loss_cls": 0.48924042880535124, "decode.d1.loss_mask": 0.6188514918088913, "decode.d1.loss_dice": 0.9059771493077278, "decode.d2.loss_cls": 0.4429991368204355, "decode.d2.loss_mask": 0.5916695415973663, "decode.d2.loss_dice": 0.837756609916687, "decode.d3.loss_cls": 0.397388331592083, "decode.d3.loss_mask": 0.5928537487983704, "decode.d3.loss_dice": 0.8306384563446045, "decode.d4.loss_cls": 0.4052346605807543, "decode.d4.loss_mask": 0.6009468793869018, "decode.d4.loss_dice": 0.8205518469214439, "decode.d5.loss_cls": 0.4432370577007532, "decode.d5.loss_mask": 0.5908318370580673, "decode.d5.loss_dice": 0.8200245663523674, "decode.d6.loss_cls": 0.41012373510748146, "decode.d6.loss_mask": 0.5933256655931473, "decode.d6.loss_dice": 0.8154122307896614, "decode.d7.loss_cls": 0.3957817478105426, "decode.d7.loss_mask": 0.5854423820972443, "decode.d7.loss_dice": 0.8241916373372078, "decode.d8.loss_cls": 0.35517931897193195, "decode.d8.loss_mask": 0.5846413135528564, "decode.d8.loss_dice": 0.8218049600720405, "time": 0.5363237857818604, "memory": 7182, "step": 140850}
{"lr": 1.4764695307386847e-06, "data_time": 0.009301710128784179, "grad_norm": 92.48472290039062, "loss": 18.90392413139343, "decode.loss_cls": 0.39212575256824495, "decode.loss_mask": 0.5743655562400818, "decode.loss_dice": 0.7136057496070862, "decode.d0.loss_cls": 1.8871011555194854, "decode.d0.loss_mask": 0.6551506161689759, "decode.d0.loss_dice": 0.8357937753200531, "decode.d1.loss_cls": 0.4720066785812378, "decode.d1.loss_mask": 0.6106892138719558, "decode.d1.loss_dice": 0.7682488262653351, "decode.d2.loss_cls": 0.402405197173357, "decode.d2.loss_mask": 0.612121170759201, "decode.d2.loss_dice": 0.7401339560747147, "decode.d3.loss_cls": 0.3709020376205444, "decode.d3.loss_mask": 0.6048158049583435, "decode.d3.loss_dice": 0.7328674376010895, "decode.d4.loss_cls": 0.3568475224077702, "decode.d4.loss_mask": 0.6100151687860489, "decode.d4.loss_dice": 0.7299421668052674, "decode.d5.loss_cls": 0.38845464363694193, "decode.d5.loss_mask": 0.6160540729761124, "decode.d5.loss_dice": 0.7526898205280304, "decode.d6.loss_cls": 0.3616628423333168, "decode.d6.loss_mask": 0.6123787924647331, "decode.d6.loss_dice": 0.7369059205055237, "decode.d7.loss_cls": 0.40280795842409134, "decode.d7.loss_mask": 0.5836939811706543, "decode.d7.loss_dice": 0.731339830160141, "decode.d8.loss_cls": 0.3398559562861919, "decode.d8.loss_mask": 0.5996521979570388, "decode.d8.loss_dice": 0.7092898100614548, "time": 0.5368907213211059, "memory": 7179, "step": 140900}
{"lr": 1.4729904818525605e-06, "data_time": 0.009281110763549805, "grad_norm": 79.81316032409669, "loss": 16.13119215965271, "decode.loss_cls": 0.25419478230178355, "decode.loss_mask": 0.5348061725497246, "decode.loss_dice": 0.5903674736618996, "decode.d0.loss_cls": 1.8108240604400634, "decode.d0.loss_mask": 0.6393868535757065, "decode.d0.loss_dice": 0.6749048426747322, "decode.d1.loss_cls": 0.49089363515377044, "decode.d1.loss_mask": 0.5678194463253021, "decode.d1.loss_dice": 0.6281588181853295, "decode.d2.loss_cls": 0.3924733027815819, "decode.d2.loss_mask": 0.5636587500572204, "decode.d2.loss_dice": 0.5968557327985764, "decode.d3.loss_cls": 0.3322232224047184, "decode.d3.loss_mask": 0.5383885741233826, "decode.d3.loss_dice": 0.5812257200479507, "decode.d4.loss_cls": 0.3045102097094059, "decode.d4.loss_mask": 0.5271093383431434, "decode.d4.loss_dice": 0.5755620986223221, "decode.d5.loss_cls": 0.30375404506921766, "decode.d5.loss_mask": 0.5276245146989822, "decode.d5.loss_dice": 0.582905025780201, "decode.d6.loss_cls": 0.29162270538508894, "decode.d6.loss_mask": 0.5348046317696571, "decode.d6.loss_dice": 0.5692322820425033, "decode.d7.loss_cls": 0.24850369095802308, "decode.d7.loss_mask": 0.5317440450191497, "decode.d7.loss_dice": 0.5714226767420769, "decode.d8.loss_cls": 0.24679365530610084, "decode.d8.loss_mask": 0.5328578382730484, "decode.d8.loss_dice": 0.5865644291043282, "time": 0.5604123830795288, "memory": 7237, "step": 140950}
{"lr": 1.4695105197092997e-06, "data_time": 0.009706330299377442, "grad_norm": 87.70397415161133, "loss": 14.746467733383179, "decode.loss_cls": 0.19699246659874917, "decode.loss_mask": 0.42236842662096025, "decode.loss_dice": 0.684223747253418, "decode.d0.loss_cls": 1.452900630235672, "decode.d0.loss_mask": 0.49678546786308286, "decode.d0.loss_dice": 0.7660380423069, "decode.d1.loss_cls": 0.34480752870440484, "decode.d1.loss_mask": 0.4391962431371212, "decode.d1.loss_dice": 0.7051000863313674, "decode.d2.loss_cls": 0.28000322766602037, "decode.d2.loss_mask": 0.43645709156990053, "decode.d2.loss_dice": 0.6829095512628556, "decode.d3.loss_cls": 0.2729332774877548, "decode.d3.loss_mask": 0.428923349827528, "decode.d3.loss_dice": 0.6774250447750092, "decode.d4.loss_cls": 0.19975071009248496, "decode.d4.loss_mask": 0.4236491471529007, "decode.d4.loss_dice": 0.6677070513367653, "decode.d5.loss_cls": 0.21710077673196793, "decode.d5.loss_mask": 0.42772907912731173, "decode.d5.loss_dice": 0.6718840956687927, "decode.d6.loss_cls": 0.18085813149809837, "decode.d6.loss_mask": 0.42334855198860166, "decode.d6.loss_dice": 0.6870299652218819, "decode.d7.loss_cls": 0.17080526873469354, "decode.d7.loss_mask": 0.4237543627619743, "decode.d7.loss_dice": 0.6594845473766326, "decode.d8.loss_cls": 0.1866024212911725, "decode.d8.loss_mask": 0.4319396562874317, "decode.d8.loss_dice": 0.687759917974472, "time": 0.534312629699707, "memory": 7174, "step": 141000}
{"lr": 1.4660296416649093e-06, "data_time": 0.009493446350097657, "grad_norm": 75.80158004760742, "loss": 23.695892143249512, "decode.loss_cls": 0.39824637323617934, "decode.loss_mask": 0.67032690346241, "decode.loss_dice": 1.0403719544410706, "decode.d0.loss_cls": 1.9878331899642945, "decode.d0.loss_mask": 0.7654750943183899, "decode.d0.loss_dice": 1.230067354440689, "decode.d1.loss_cls": 0.6012579068541527, "decode.d1.loss_mask": 0.7261162728071213, "decode.d1.loss_dice": 1.1275517404079438, "decode.d2.loss_cls": 0.5150238469243049, "decode.d2.loss_mask": 0.6885557770729065, "decode.d2.loss_dice": 1.0764591813087463, "decode.d3.loss_cls": 0.4653103187680244, "decode.d3.loss_mask": 0.6848102867603302, "decode.d3.loss_dice": 1.0687192022800445, "decode.d4.loss_cls": 0.41181590110063554, "decode.d4.loss_mask": 0.6736653774976731, "decode.d4.loss_dice": 1.06374049782753, "decode.d5.loss_cls": 0.41915441676974297, "decode.d5.loss_mask": 0.6685662120580673, "decode.d5.loss_dice": 1.070398634672165, "decode.d6.loss_cls": 0.41998197734355924, "decode.d6.loss_mask": 0.6771677911281586, "decode.d6.loss_dice": 1.0401285946369172, "decode.d7.loss_cls": 0.34290350675582887, "decode.d7.loss_mask": 0.6907546550035477, "decode.d7.loss_dice": 1.061000782251358, "decode.d8.loss_cls": 0.4120182074606419, "decode.d8.loss_mask": 0.6727994501590728, "decode.d8.loss_dice": 1.025671011209488, "time": 0.535015869140625, "memory": 7279, "step": 141050}
{"lr": 1.4625478450607437e-06, "data_time": 0.009486985206604005, "grad_norm": 86.60088806152343, "loss": 24.55025463104248, "decode.loss_cls": 0.304519048333168, "decode.loss_mask": 0.7323187708854675, "decode.loss_dice": 1.12448291182518, "decode.d0.loss_cls": 2.157367241382599, "decode.d0.loss_mask": 0.7901884526014328, "decode.d0.loss_dice": 1.3248942077159882, "decode.d1.loss_cls": 0.5602006182074547, "decode.d1.loss_mask": 0.766824585199356, "decode.d1.loss_dice": 1.2350045084953307, "decode.d2.loss_cls": 0.4921886146068573, "decode.d2.loss_mask": 0.773667848110199, "decode.d2.loss_dice": 1.1845319032669068, "decode.d3.loss_cls": 0.46900286301970484, "decode.d3.loss_mask": 0.711486428976059, "decode.d3.loss_dice": 1.089653778076172, "decode.d4.loss_cls": 0.4216316819190979, "decode.d4.loss_mask": 0.7104950845241547, "decode.d4.loss_dice": 1.0973564386367798, "decode.d5.loss_cls": 0.3835208311676979, "decode.d5.loss_mask": 0.7273113369941712, "decode.d5.loss_dice": 1.0924511432647706, "decode.d6.loss_cls": 0.36161069571971893, "decode.d6.loss_mask": 0.69344202876091, "decode.d6.loss_dice": 1.0902314364910126, "decode.d7.loss_cls": 0.33923778533935545, "decode.d7.loss_mask": 0.707558786869049, "decode.d7.loss_dice": 1.09269317984581, "decode.d8.loss_cls": 0.26993915662169454, "decode.d8.loss_mask": 0.7203762352466583, "decode.d8.loss_dice": 1.1260669350624084, "time": 0.5353854656219482, "memory": 7228, "step": 141100}
{"lr": 1.4590651272233865e-06, "data_time": 0.009554529190063476, "grad_norm": 92.85850677490234, "loss": 21.996490287780762, "decode.loss_cls": 0.3819018412381411, "decode.loss_mask": 0.5306348860263824, "decode.loss_dice": 1.0132536828517913, "decode.d0.loss_cls": 1.9220391631126403, "decode.d0.loss_mask": 0.5916706621646881, "decode.d0.loss_dice": 1.1582688510417938, "decode.d1.loss_cls": 0.6697950012981891, "decode.d1.loss_mask": 0.581855571269989, "decode.d1.loss_dice": 1.0934592336416245, "decode.d2.loss_cls": 0.5608344227075577, "decode.d2.loss_mask": 0.5563129305839538, "decode.d2.loss_dice": 1.0516050070524217, "decode.d3.loss_cls": 0.47111470624804497, "decode.d3.loss_mask": 0.5423513561487198, "decode.d3.loss_dice": 1.0174949288368225, "decode.d4.loss_cls": 0.47244143225252627, "decode.d4.loss_mask": 0.5286360085010529, "decode.d4.loss_dice": 1.0243811070919038, "decode.d5.loss_cls": 0.43890772983431814, "decode.d5.loss_mask": 0.5349379926919937, "decode.d5.loss_dice": 1.0219681918621064, "decode.d6.loss_cls": 0.3977187417447567, "decode.d6.loss_mask": 0.5367089927196502, "decode.d6.loss_dice": 1.0148039698600768, "decode.d7.loss_cls": 0.39924648851156236, "decode.d7.loss_mask": 0.5296791166067123, "decode.d7.loss_dice": 1.0245737791061402, "decode.d8.loss_cls": 0.3655708286911249, "decode.d8.loss_mask": 0.5437098741531372, "decode.d8.loss_dice": 1.0206139355897903, "time": 0.5381877660751343, "memory": 7200, "step": 141150}
{"lr": 1.455581485464527e-06, "data_time": 0.00941464900970459, "grad_norm": 92.70170059204102, "loss": 22.30446538925171, "decode.loss_cls": 0.405172573029995, "decode.loss_mask": 0.5866947829723358, "decode.loss_dice": 0.9849614322185516, "decode.d0.loss_cls": 2.1387804806232453, "decode.d0.loss_mask": 0.6248098373413086, "decode.d0.loss_dice": 1.0791278421878814, "decode.d1.loss_cls": 0.7531764730811119, "decode.d1.loss_mask": 0.5854561746120452, "decode.d1.loss_dice": 0.9834984391927719, "decode.d2.loss_cls": 0.6018282897770405, "decode.d2.loss_mask": 0.5919974103569985, "decode.d2.loss_dice": 1.0000709801912309, "decode.d3.loss_cls": 0.5504140935838222, "decode.d3.loss_mask": 0.5849269300699234, "decode.d3.loss_dice": 0.9864773213863373, "decode.d4.loss_cls": 0.4465898722410202, "decode.d4.loss_mask": 0.568977901339531, "decode.d4.loss_dice": 0.9792125433683395, "decode.d5.loss_cls": 0.45134219489991667, "decode.d5.loss_mask": 0.5759478151798249, "decode.d5.loss_dice": 0.9695969671010971, "decode.d6.loss_cls": 0.40444538965821264, "decode.d6.loss_mask": 0.5865457981824875, "decode.d6.loss_dice": 0.9614397495985031, "decode.d7.loss_cls": 0.38580918721854685, "decode.d7.loss_mask": 0.58489890396595, "decode.d7.loss_dice": 0.950425386428833, "decode.d8.loss_cls": 0.4072457022964954, "decode.d8.loss_mask": 0.5882812052965164, "decode.d8.loss_dice": 0.9863135725259781, "time": 0.5866722106933594, "memory": 7293, "step": 141200}
{"lr": 1.4520969170808361e-06, "data_time": 0.009454917907714844, "grad_norm": 90.51529998779297, "loss": 19.384711742401123, "decode.loss_cls": 0.35651478841900824, "decode.loss_mask": 0.5442100375890732, "decode.loss_dice": 0.7935300499200821, "decode.d0.loss_cls": 1.9747854590415954, "decode.d0.loss_mask": 0.6231597632169723, "decode.d0.loss_dice": 0.9341955244541168, "decode.d1.loss_cls": 0.6719759091734886, "decode.d1.loss_mask": 0.5752077788114548, "decode.d1.loss_dice": 0.8506396234035491, "decode.d2.loss_cls": 0.5471731901168824, "decode.d2.loss_mask": 0.5563946902751923, "decode.d2.loss_dice": 0.7839168190956116, "decode.d3.loss_cls": 0.4478148192167282, "decode.d3.loss_mask": 0.5445476561784744, "decode.d3.loss_dice": 0.7804236382246017, "decode.d4.loss_cls": 0.4158524714410305, "decode.d4.loss_mask": 0.5375995457172393, "decode.d4.loss_dice": 0.7512685120105743, "decode.d5.loss_cls": 0.3725703828036785, "decode.d5.loss_mask": 0.5296560436487198, "decode.d5.loss_dice": 0.7527585476636887, "decode.d6.loss_cls": 0.356660395860672, "decode.d6.loss_mask": 0.5386499434709549, "decode.d6.loss_dice": 0.7797412723302841, "decode.d7.loss_cls": 0.3567440703511238, "decode.d7.loss_mask": 0.5438958793878556, "decode.d7.loss_dice": 0.764781016111374, "decode.d8.loss_cls": 0.3617189504206181, "decode.d8.loss_mask": 0.5428482294082642, "decode.d8.loss_dice": 0.7954760879278183, "time": 0.563332986831665, "memory": 7249, "step": 141250}
{"lr": 1.4486114193538457e-06, "data_time": 0.009709548950195313, "grad_norm": 76.1682071685791, "loss": 21.008776092529295, "decode.loss_cls": 0.4196175362914801, "decode.loss_mask": 0.5221579790115356, "decode.loss_dice": 0.8632802546024323, "decode.d0.loss_cls": 2.270002770423889, "decode.d0.loss_mask": 0.5896485835313797, "decode.d0.loss_dice": 1.0065919518470765, "decode.d1.loss_cls": 0.7247794538736343, "decode.d1.loss_mask": 0.5475039333105087, "decode.d1.loss_dice": 0.9148837417364121, "decode.d2.loss_cls": 0.5773657739162446, "decode.d2.loss_mask": 0.5230649471282959, "decode.d2.loss_dice": 0.874874672293663, "decode.d3.loss_cls": 0.5854891911149025, "decode.d3.loss_mask": 0.5466293871402741, "decode.d3.loss_dice": 0.8730680465698242, "decode.d4.loss_cls": 0.5318723917007446, "decode.d4.loss_mask": 0.5211468130350113, "decode.d4.loss_dice": 0.8593200832605362, "decode.d5.loss_cls": 0.44337337762117385, "decode.d5.loss_mask": 0.5126818835735321, "decode.d5.loss_dice": 0.8624839365482331, "decode.d6.loss_cls": 0.44821729585528375, "decode.d6.loss_mask": 0.5072431325912475, "decode.d6.loss_dice": 0.8563776642084122, "decode.d7.loss_cls": 0.41745625510811807, "decode.d7.loss_mask": 0.5134043425321579, "decode.d7.loss_dice": 0.8672052472829819, "decode.d8.loss_cls": 0.4468965381383896, "decode.d8.loss_mask": 0.5217040807008744, "decode.d8.loss_dice": 0.8604354619979858, "time": 0.5349030256271362, "memory": 7230, "step": 141300}
{"lr": 1.445124989549823e-06, "data_time": 0.009562420845031738, "grad_norm": 107.51583633422851, "loss": 23.861996364593505, "decode.loss_cls": 0.4433253094553947, "decode.loss_mask": 0.7129491835832595, "decode.loss_dice": 0.9937176018953323, "decode.d0.loss_cls": 2.1161504983901978, "decode.d0.loss_mask": 0.7803276717662812, "decode.d0.loss_dice": 1.093025442957878, "decode.d1.loss_cls": 0.7218865238130092, "decode.d1.loss_mask": 0.699609375, "decode.d1.loss_dice": 1.0022588670253754, "decode.d2.loss_cls": 0.6787629038095474, "decode.d2.loss_mask": 0.7125243753194809, "decode.d2.loss_dice": 0.9920872271060943, "decode.d3.loss_cls": 0.6369137451052665, "decode.d3.loss_mask": 0.7116501986980438, "decode.d3.loss_dice": 0.9395782560110092, "decode.d4.loss_cls": 0.5050591863691807, "decode.d4.loss_mask": 0.7093418389558792, "decode.d4.loss_dice": 0.9447004050016403, "decode.d5.loss_cls": 0.4800377182662487, "decode.d5.loss_mask": 0.7117785215377808, "decode.d5.loss_dice": 0.957212895154953, "decode.d6.loss_cls": 0.44645009003579617, "decode.d6.loss_mask": 0.7058911830186844, "decode.d6.loss_dice": 0.9412995755672455, "decode.d7.loss_cls": 0.44541436769068243, "decode.d7.loss_mask": 0.6996925175189972, "decode.d7.loss_dice": 0.9458104908466339, "decode.d8.loss_cls": 0.49551356099545957, "decode.d8.loss_mask": 0.6910436362028122, "decode.d8.loss_dice": 0.9479835242033005, "time": 0.5332016944885254, "memory": 7209, "step": 141350}
{"lr": 1.4416376249196379e-06, "data_time": 0.009672760963439941, "grad_norm": 100.16372985839844, "loss": 25.93711109161377, "decode.loss_cls": 0.4541783183813095, "decode.loss_mask": 0.7970833718776703, "decode.loss_dice": 0.9961200416088104, "decode.d0.loss_cls": 2.156090521812439, "decode.d0.loss_mask": 0.9460371553897857, "decode.d0.loss_dice": 1.3332919418811797, "decode.d1.loss_cls": 0.6878012791275978, "decode.d1.loss_mask": 0.8510234594345093, "decode.d1.loss_dice": 1.188060361146927, "decode.d2.loss_cls": 0.5240686804056167, "decode.d2.loss_mask": 0.8473540425300599, "decode.d2.loss_dice": 1.1228642463684082, "decode.d3.loss_cls": 0.5205451518297195, "decode.d3.loss_mask": 0.8207716464996337, "decode.d3.loss_dice": 1.0636401236057282, "decode.d4.loss_cls": 0.5170930564403534, "decode.d4.loss_mask": 0.8298534631729126, "decode.d4.loss_dice": 1.0652911484241485, "decode.d5.loss_cls": 0.5174238219857216, "decode.d5.loss_mask": 0.7970050036907196, "decode.d5.loss_dice": 1.0225476145744323, "decode.d6.loss_cls": 0.47099980562925337, "decode.d6.loss_mask": 0.8010336220264435, "decode.d6.loss_dice": 1.0030495464801787, "decode.d7.loss_cls": 0.44690561592578887, "decode.d7.loss_mask": 0.8231031715869903, "decode.d7.loss_dice": 1.0203193128108978, "decode.d8.loss_cls": 0.46220350861549375, "decode.d8.loss_mask": 0.8292832612991333, "decode.d8.loss_dice": 1.0220685064792634, "time": 0.5354987859725953, "memory": 7304, "step": 141400}
{"lr": 1.4381493226986425e-06, "data_time": 0.009608101844787598, "grad_norm": 82.42634658813476, "loss": 22.338843059539794, "decode.loss_cls": 0.38700427040457724, "decode.loss_mask": 0.5692771971225739, "decode.loss_dice": 0.969786959886551, "decode.d0.loss_cls": 2.129249948263168, "decode.d0.loss_mask": 0.6828649789094925, "decode.d0.loss_dice": 1.2581203550100326, "decode.d1.loss_cls": 0.587208840996027, "decode.d1.loss_mask": 0.6223181873559952, "decode.d1.loss_dice": 1.0614017114043235, "decode.d2.loss_cls": 0.47207746356725694, "decode.d2.loss_mask": 0.6112467080354691, "decode.d2.loss_dice": 1.0340685188770293, "decode.d3.loss_cls": 0.4423580337315798, "decode.d3.loss_mask": 0.5946903347969055, "decode.d3.loss_dice": 1.0275600001215934, "decode.d4.loss_cls": 0.4379116237163544, "decode.d4.loss_mask": 0.5734135866165161, "decode.d4.loss_dice": 1.005625607073307, "decode.d5.loss_cls": 0.4299655959010124, "decode.d5.loss_mask": 0.565518918633461, "decode.d5.loss_dice": 1.0200423747301102, "decode.d6.loss_cls": 0.40063801482319833, "decode.d6.loss_mask": 0.5711495637893677, "decode.d6.loss_dice": 1.0167130410671235, "decode.d7.loss_cls": 0.3749492891132832, "decode.d7.loss_mask": 0.5706434518098831, "decode.d7.loss_dice": 1.0032163232564926, "decode.d8.loss_cls": 0.35786472670733926, "decode.d8.loss_mask": 0.5624421030282974, "decode.d8.loss_dice": 0.9995163291692734, "time": 0.5346404790878296, "memory": 7196, "step": 141450}
{"lr": 1.434660080106536e-06, "data_time": 0.009457540512084962, "grad_norm": 95.9836555480957, "loss": 16.353194808959962, "decode.loss_cls": 0.26265919730067255, "decode.loss_mask": 0.3751944288611412, "decode.loss_dice": 0.6799341052770614, "decode.d0.loss_cls": 2.095558923482895, "decode.d0.loss_mask": 0.4243898794054985, "decode.d0.loss_dice": 0.8766932427883148, "decode.d1.loss_cls": 0.5826120883226394, "decode.d1.loss_mask": 0.4090306520462036, "decode.d1.loss_dice": 0.8039393216371536, "decode.d2.loss_cls": 0.4285510450601578, "decode.d2.loss_mask": 0.3877402439713478, "decode.d2.loss_dice": 0.7001610457897186, "decode.d3.loss_cls": 0.3472082108259201, "decode.d3.loss_mask": 0.3813012033700943, "decode.d3.loss_dice": 0.688716746866703, "decode.d4.loss_cls": 0.32949924990534785, "decode.d4.loss_mask": 0.37657652646303175, "decode.d4.loss_dice": 0.6856148719787598, "decode.d5.loss_cls": 0.41519467905163765, "decode.d5.loss_mask": 0.37666533440351485, "decode.d5.loss_dice": 0.6883806318044663, "decode.d6.loss_cls": 0.3216948375105858, "decode.d6.loss_mask": 0.37424913197755816, "decode.d6.loss_dice": 0.648554089665413, "decode.d7.loss_cls": 0.3296522170305252, "decode.d7.loss_mask": 0.3765592694282532, "decode.d7.loss_dice": 0.6531940758228302, "decode.d8.loss_cls": 0.26936053186655046, "decode.d8.loss_mask": 0.3759324952960014, "decode.d8.loss_dice": 0.6883758038282395, "time": 0.557400131225586, "memory": 7220, "step": 141500}
{"lr": 1.4311698943472363e-06, "data_time": 0.009595012664794922, "grad_norm": 95.18395690917968, "loss": 21.9890239238739, "decode.loss_cls": 0.30087709054350853, "decode.loss_mask": 0.6282220602035522, "decode.loss_dice": 1.007480189204216, "decode.d0.loss_cls": 2.0831812381744386, "decode.d0.loss_mask": 0.6640652850270271, "decode.d0.loss_dice": 1.21373191177845, "decode.d1.loss_cls": 0.5117826581001281, "decode.d1.loss_mask": 0.6220071464776993, "decode.d1.loss_dice": 1.0771473467350006, "decode.d2.loss_cls": 0.42503499016165736, "decode.d2.loss_mask": 0.6140797153115273, "decode.d2.loss_dice": 1.022128450870514, "decode.d3.loss_cls": 0.4024587593972683, "decode.d3.loss_mask": 0.6083317115902901, "decode.d3.loss_dice": 1.035489594936371, "decode.d4.loss_cls": 0.3719866322353482, "decode.d4.loss_mask": 0.6124823465943336, "decode.d4.loss_dice": 1.0112250462174415, "decode.d5.loss_cls": 0.34243953600525856, "decode.d5.loss_mask": 0.6172938212752342, "decode.d5.loss_dice": 1.0203868985176086, "decode.d6.loss_cls": 0.32764997240155935, "decode.d6.loss_mask": 0.6129386886954308, "decode.d6.loss_dice": 0.9953961133956909, "decode.d7.loss_cls": 0.3094103613868356, "decode.d7.loss_mask": 0.6198581233620644, "decode.d7.loss_dice": 1.0092830806970596, "decode.d8.loss_cls": 0.2956501881591976, "decode.d8.loss_mask": 0.6220835000276566, "decode.d8.loss_dice": 1.0049235597252846, "time": 0.5359222412109375, "memory": 7220, "step": 141550}
{"lr": 1.4276787626087458e-06, "data_time": 0.009485912322998048, "grad_norm": 88.79954643249512, "loss": 23.35088562965393, "decode.loss_cls": 0.47141035869717596, "decode.loss_mask": 0.5910407215356827, "decode.loss_dice": 0.9906195893883705, "decode.d0.loss_cls": 2.364893388748169, "decode.d0.loss_mask": 0.6513075202703476, "decode.d0.loss_dice": 1.2169397205114365, "decode.d1.loss_cls": 0.8059438735246658, "decode.d1.loss_mask": 0.5869276583194732, "decode.d1.loss_dice": 1.044097301363945, "decode.d2.loss_cls": 0.7416655834764242, "decode.d2.loss_mask": 0.5942340970039368, "decode.d2.loss_dice": 1.0236727237701415, "decode.d3.loss_cls": 0.5449565228074789, "decode.d3.loss_mask": 0.556549958884716, "decode.d3.loss_dice": 1.014169952273369, "decode.d4.loss_cls": 0.4919357568025589, "decode.d4.loss_mask": 0.5872567519545555, "decode.d4.loss_dice": 0.9878203332424164, "decode.d5.loss_cls": 0.4792562771588564, "decode.d5.loss_mask": 0.5862179011106491, "decode.d5.loss_dice": 0.9946917906403542, "decode.d6.loss_cls": 0.47031703107059003, "decode.d6.loss_mask": 0.545470155775547, "decode.d6.loss_dice": 0.9670682325959206, "decode.d7.loss_cls": 0.4366574455052614, "decode.d7.loss_mask": 0.5914740920066833, "decode.d7.loss_dice": 1.0046268850564957, "decode.d8.loss_cls": 0.47710463367402556, "decode.d8.loss_mask": 0.5543183445930481, "decode.d8.loss_dice": 0.9782407656311989, "time": 0.53753662109375, "memory": 7207, "step": 141600}
{"lr": 1.424186682063018e-06, "data_time": 0.009248089790344239, "grad_norm": 98.06509246826172, "loss": 22.32363052368164, "decode.loss_cls": 0.2864161588251591, "decode.loss_mask": 0.7114554822444916, "decode.loss_dice": 0.9748544752597809, "decode.d0.loss_cls": 1.9276018023490906, "decode.d0.loss_mask": 0.8396954387426376, "decode.d0.loss_dice": 1.1338469743728639, "decode.d1.loss_cls": 0.44567800164222715, "decode.d1.loss_mask": 0.7528677925467491, "decode.d1.loss_dice": 1.0821237415075302, "decode.d2.loss_cls": 0.4369582459330559, "decode.d2.loss_mask": 0.6902235478162766, "decode.d2.loss_dice": 0.9977144002914429, "decode.d3.loss_cls": 0.35676977410912514, "decode.d3.loss_mask": 0.6670129150152206, "decode.d3.loss_dice": 0.9616629838943481, "decode.d4.loss_cls": 0.3990618422627449, "decode.d4.loss_mask": 0.6682983309030532, "decode.d4.loss_dice": 0.9628184080123902, "decode.d5.loss_cls": 0.34381382167339325, "decode.d5.loss_mask": 0.6935105368494987, "decode.d5.loss_dice": 0.9818143159151077, "decode.d6.loss_cls": 0.3628258027136326, "decode.d6.loss_mask": 0.6899914145469666, "decode.d6.loss_dice": 0.9982746928930283, "decode.d7.loss_cls": 0.3210518524050713, "decode.d7.loss_mask": 0.6853408575057983, "decode.d7.loss_dice": 0.9566466331481933, "decode.d8.loss_cls": 0.3074476607143879, "decode.d8.loss_mask": 0.7131267100572586, "decode.d8.loss_dice": 0.9747262805700302, "time": 0.5354328632354737, "memory": 7213, "step": 141650}
{"lr": 1.4206936498658224e-06, "data_time": 0.009363579750061034, "grad_norm": 86.0756706237793, "loss": 21.984232807159422, "decode.loss_cls": 0.35910303220152856, "decode.loss_mask": 0.5240467309951782, "decode.loss_dice": 1.0621006451547146, "decode.d0.loss_cls": 1.9254744172096252, "decode.d0.loss_mask": 0.6127682492136955, "decode.d0.loss_dice": 1.2149533212184906, "decode.d1.loss_cls": 0.5202327428385616, "decode.d1.loss_mask": 0.5825334459543228, "decode.d1.loss_dice": 1.1290208905935288, "decode.d2.loss_cls": 0.49369795620441437, "decode.d2.loss_mask": 0.5558236032724381, "decode.d2.loss_dice": 1.101078911870718, "decode.d3.loss_cls": 0.45816516019403936, "decode.d3.loss_mask": 0.5351923495531082, "decode.d3.loss_dice": 1.0610359743237496, "decode.d4.loss_cls": 0.3889967804774642, "decode.d4.loss_mask": 0.5441614896059036, "decode.d4.loss_dice": 1.066538432240486, "decode.d5.loss_cls": 0.37397879399359224, "decode.d5.loss_mask": 0.5287638634443284, "decode.d5.loss_dice": 1.0521266251802444, "decode.d6.loss_cls": 0.4102561727166176, "decode.d6.loss_mask": 0.5300576195120812, "decode.d6.loss_dice": 1.0630375735461712, "decode.d7.loss_cls": 0.379923440143466, "decode.d7.loss_mask": 0.5239329218864441, "decode.d7.loss_dice": 1.0501935571432113, "decode.d8.loss_cls": 0.3540838398039341, "decode.d8.loss_mask": 0.5240154430270195, "decode.d8.loss_dice": 1.058938904851675, "time": 0.5356926202774048, "memory": 7260, "step": 141700}
{"lr": 1.4171996631566072e-06, "data_time": 0.0096024751663208, "grad_norm": 93.46981048583984, "loss": 22.577613067626952, "decode.loss_cls": 0.37051192075014117, "decode.loss_mask": 0.6932101219892501, "decode.loss_dice": 0.9628185421228409, "decode.d0.loss_cls": 1.915802276134491, "decode.d0.loss_mask": 0.8283034801483155, "decode.d0.loss_dice": 1.13189839720726, "decode.d1.loss_cls": 0.42182401567697525, "decode.d1.loss_mask": 0.7486330419778824, "decode.d1.loss_dice": 1.0563249170780182, "decode.d2.loss_cls": 0.42342154756188394, "decode.d2.loss_mask": 0.7149742126464844, "decode.d2.loss_dice": 1.0057988971471787, "decode.d3.loss_cls": 0.4120725192129612, "decode.d3.loss_mask": 0.6949518918991089, "decode.d3.loss_dice": 0.9859651237726211, "decode.d4.loss_cls": 0.3875524736940861, "decode.d4.loss_mask": 0.6953549444675445, "decode.d4.loss_dice": 0.9905393302440644, "decode.d5.loss_cls": 0.3856587678194046, "decode.d5.loss_mask": 0.6891603648662568, "decode.d5.loss_dice": 0.9680299580097198, "decode.d6.loss_cls": 0.38073898255825045, "decode.d6.loss_mask": 0.6917244881391525, "decode.d6.loss_dice": 0.9510112643241883, "decode.d7.loss_cls": 0.3593701720237732, "decode.d7.loss_mask": 0.688383474946022, "decode.d7.loss_dice": 0.9745069682598114, "decode.d8.loss_cls": 0.3751826360821724, "decode.d8.loss_mask": 0.7057717919349671, "decode.d8.loss_dice": 0.9681172966957092, "time": 0.562086033821106, "memory": 7223, "step": 141750}
{"lr": 1.4137047190583572e-06, "data_time": 0.009448933601379394, "grad_norm": 120.59170227050781, "loss": 21.63744201660156, "decode.loss_cls": 0.35590346679091456, "decode.loss_mask": 0.5912884712219239, "decode.loss_dice": 0.9682050406932831, "decode.d0.loss_cls": 2.0757500171661376, "decode.d0.loss_mask": 0.6693289995193481, "decode.d0.loss_dice": 1.1624679028987885, "decode.d1.loss_cls": 0.5387901425361633, "decode.d1.loss_mask": 0.6323177129030227, "decode.d1.loss_dice": 1.0471648573875427, "decode.d2.loss_cls": 0.4663977399468422, "decode.d2.loss_mask": 0.5914996534585952, "decode.d2.loss_dice": 0.9625480800867081, "decode.d3.loss_cls": 0.43894155621528624, "decode.d3.loss_mask": 0.5881155759096146, "decode.d3.loss_dice": 0.9405776888132096, "decode.d4.loss_cls": 0.4286426603794098, "decode.d4.loss_mask": 0.5913701057434082, "decode.d4.loss_dice": 0.9547890275716782, "decode.d5.loss_cls": 0.38832458555698396, "decode.d5.loss_mask": 0.5864466667175293, "decode.d5.loss_dice": 0.9429431587457657, "decode.d6.loss_cls": 0.4194374457001686, "decode.d6.loss_mask": 0.5806103140115738, "decode.d6.loss_dice": 0.918103101849556, "decode.d7.loss_cls": 0.38663663938641546, "decode.d7.loss_mask": 0.5819106817245483, "decode.d7.loss_dice": 0.9341095745563507, "decode.d8.loss_cls": 0.3744669400155544, "decode.d8.loss_mask": 0.5816968709230423, "decode.d8.loss_dice": 0.9386562764644623, "time": 0.5631858348846436, "memory": 7195, "step": 141800}
{"lr": 1.4102088146774604e-06, "data_time": 0.009398293495178223, "grad_norm": 94.61960830688477, "loss": 23.201629543304442, "decode.loss_cls": 0.3364792825654149, "decode.loss_mask": 0.6099261909723281, "decode.loss_dice": 1.0160446166992188, "decode.d0.loss_cls": 2.368603026866913, "decode.d0.loss_mask": 0.6880577445030213, "decode.d0.loss_dice": 1.261630517244339, "decode.d1.loss_cls": 0.6884961009025574, "decode.d1.loss_mask": 0.6457935303449631, "decode.d1.loss_dice": 1.1394264340400695, "decode.d2.loss_cls": 0.5022748924791813, "decode.d2.loss_mask": 0.6374741077423096, "decode.d2.loss_dice": 1.077339231967926, "decode.d3.loss_cls": 0.45363781563937666, "decode.d3.loss_mask": 0.626678130030632, "decode.d3.loss_dice": 1.032658052444458, "decode.d4.loss_cls": 0.3813795868307352, "decode.d4.loss_mask": 0.6160904258489609, "decode.d4.loss_dice": 1.046523779630661, "decode.d5.loss_cls": 0.3438826031982899, "decode.d5.loss_mask": 0.6256565362215042, "decode.d5.loss_dice": 1.0482586950063706, "decode.d6.loss_cls": 0.36500048711895944, "decode.d6.loss_mask": 0.6205877214670181, "decode.d6.loss_dice": 1.0528532803058623, "decode.d7.loss_cls": 0.36864365823566914, "decode.d7.loss_mask": 0.6180441945791244, "decode.d7.loss_dice": 1.0398209631443023, "decode.d8.loss_cls": 0.33872431349009274, "decode.d8.loss_mask": 0.6206526339054108, "decode.d8.loss_dice": 1.030990982055664, "time": 0.5419433355331421, "memory": 7290, "step": 141850}
{"lr": 1.406711947103562e-06, "data_time": 0.009440326690673828, "grad_norm": 93.35446548461914, "loss": 20.68097972869873, "decode.loss_cls": 0.30574277192354204, "decode.loss_mask": 0.5679334431886673, "decode.loss_dice": 0.9299593240022659, "decode.d0.loss_cls": 1.8579983949661254, "decode.d0.loss_mask": 0.6475687682628631, "decode.d0.loss_dice": 1.158742007613182, "decode.d1.loss_cls": 0.49069430232048034, "decode.d1.loss_mask": 0.5938436836004257, "decode.d1.loss_dice": 1.046376922726631, "decode.d2.loss_cls": 0.4177915543317795, "decode.d2.loss_mask": 0.5885101348161698, "decode.d2.loss_dice": 0.9893494695425034, "decode.d3.loss_cls": 0.3286535620689392, "decode.d3.loss_mask": 0.5828118473291397, "decode.d3.loss_dice": 0.9740902096033096, "decode.d4.loss_cls": 0.3494956910610199, "decode.d4.loss_mask": 0.5778950154781342, "decode.d4.loss_dice": 0.9577797472476959, "decode.d5.loss_cls": 0.34234271124005317, "decode.d5.loss_mask": 0.5865977138280869, "decode.d5.loss_dice": 0.9473083943128586, "decode.d6.loss_cls": 0.3183244340121746, "decode.d6.loss_mask": 0.5609336286783219, "decode.d6.loss_dice": 0.9316670268774032, "decode.d7.loss_cls": 0.33483989387750623, "decode.d7.loss_mask": 0.5636045157909393, "decode.d7.loss_dice": 0.9301001340150833, "decode.d8.loss_cls": 0.30561229661107064, "decode.d8.loss_mask": 0.5653562337160111, "decode.d8.loss_dice": 0.929055443406105, "time": 0.562963604927063, "memory": 7260, "step": 141900}
{"lr": 1.4032141134094195e-06, "data_time": 0.00950477123260498, "grad_norm": 97.12235870361329, "loss": 23.820032262802123, "decode.loss_cls": 0.3944566586986184, "decode.loss_mask": 0.7606676191091537, "decode.loss_dice": 0.9530386224389076, "decode.d0.loss_cls": 2.1620290637016297, "decode.d0.loss_mask": 0.870293813943863, "decode.d0.loss_dice": 1.0982848852872849, "decode.d1.loss_cls": 0.6419084377586841, "decode.d1.loss_mask": 0.8216351553797722, "decode.d1.loss_dice": 0.9892430931329728, "decode.d2.loss_cls": 0.4861712984740734, "decode.d2.loss_mask": 0.7739170730113983, "decode.d2.loss_dice": 0.9856990709900856, "decode.d3.loss_cls": 0.4784132044762373, "decode.d3.loss_mask": 0.7634626150131225, "decode.d3.loss_dice": 0.958934772014618, "decode.d4.loss_cls": 0.49132967479526996, "decode.d4.loss_mask": 0.7687125399708747, "decode.d4.loss_dice": 0.9504113644361496, "decode.d5.loss_cls": 0.4282875306904316, "decode.d5.loss_mask": 0.7609788402915001, "decode.d5.loss_dice": 0.9450779423117638, "decode.d6.loss_cls": 0.4156506618484855, "decode.d6.loss_mask": 0.7573845878243446, "decode.d6.loss_dice": 0.9695780470967292, "decode.d7.loss_cls": 0.3789426820352674, "decode.d7.loss_mask": 0.7565320834517479, "decode.d7.loss_dice": 0.9326349437236786, "decode.d8.loss_cls": 0.4099773708730936, "decode.d8.loss_mask": 0.760444949567318, "decode.d8.loss_dice": 0.9559325724840164, "time": 0.5366451740264893, "memory": 7228, "step": 141950}
{"lr": 1.3997153106507623e-06, "data_time": 0.009588670730590821, "grad_norm": 103.97991943359375, "loss": 23.958718013763427, "decode.loss_cls": 0.33329946994781495, "decode.loss_mask": 0.7693551138043404, "decode.loss_dice": 1.05735944211483, "decode.d0.loss_cls": 1.9289573192596436, "decode.d0.loss_mask": 0.8640971213579178, "decode.d0.loss_dice": 1.189385923743248, "decode.d1.loss_cls": 0.5613473579287529, "decode.d1.loss_mask": 0.8171214878559112, "decode.d1.loss_dice": 1.095799708366394, "decode.d2.loss_cls": 0.3530218258500099, "decode.d2.loss_mask": 0.8208096414804459, "decode.d2.loss_dice": 1.1082865357398988, "decode.d3.loss_cls": 0.38929545134305954, "decode.d3.loss_mask": 0.8062161087989808, "decode.d3.loss_dice": 1.09345084130764, "decode.d4.loss_cls": 0.3683105528354645, "decode.d4.loss_mask": 0.7820642545819283, "decode.d4.loss_dice": 1.0808391571044922, "decode.d5.loss_cls": 0.2794347546994686, "decode.d5.loss_mask": 0.7844515830278397, "decode.d5.loss_dice": 1.0984657377004623, "decode.d6.loss_cls": 0.29216294884681704, "decode.d6.loss_mask": 0.7693367719650268, "decode.d6.loss_dice": 1.0704300552606583, "decode.d7.loss_cls": 0.2983324438333511, "decode.d7.loss_mask": 0.7735517382621765, "decode.d7.loss_dice": 1.0586934834718704, "decode.d8.loss_cls": 0.27913700565695765, "decode.d8.loss_mask": 0.7644980728626252, "decode.d8.loss_dice": 1.0712071985006333, "time": 0.5354933023452759, "memory": 7244, "step": 142000}
{"lr": 1.396215535866139e-06, "data_time": 0.009524154663085937, "grad_norm": 92.37272720336914, "loss": 15.365274620056152, "decode.loss_cls": 0.22244879901409148, "decode.loss_mask": 0.41786596104502677, "decode.loss_dice": 0.6126180738210678, "decode.d0.loss_cls": 2.0757592797279356, "decode.d0.loss_mask": 0.49572058618068693, "decode.d0.loss_dice": 0.7316699922084808, "decode.d1.loss_cls": 0.431168495118618, "decode.d1.loss_mask": 0.45663459599018097, "decode.d1.loss_dice": 0.6863606601953507, "decode.d2.loss_cls": 0.352522474527359, "decode.d2.loss_mask": 0.4352762058377266, "decode.d2.loss_dice": 0.6585234582424164, "decode.d3.loss_cls": 0.31559504717588427, "decode.d3.loss_mask": 0.4302032634615898, "decode.d3.loss_dice": 0.6203368812799454, "decode.d4.loss_cls": 0.27213498428463934, "decode.d4.loss_mask": 0.42138668298721316, "decode.d4.loss_dice": 0.6124605625867844, "decode.d5.loss_cls": 0.25748413279652593, "decode.d5.loss_mask": 0.4157679818570614, "decode.d5.loss_dice": 0.6163541465997696, "decode.d6.loss_cls": 0.24624188616871834, "decode.d6.loss_mask": 0.4250328496098518, "decode.d6.loss_dice": 0.6304302543401719, "decode.d7.loss_cls": 0.2445273831486702, "decode.d7.loss_mask": 0.4204066783189774, "decode.d7.loss_dice": 0.6065604835748672, "decode.d8.loss_cls": 0.23728383854031562, "decode.d8.loss_mask": 0.41579374819993975, "decode.d8.loss_dice": 0.6007046729326249, "time": 0.5611762523651123, "memory": 7274, "step": 142050}
{"lr": 1.3927147860767756e-06, "data_time": 0.009391498565673829, "grad_norm": 80.97527351379395, "loss": 19.200163650512696, "decode.loss_cls": 0.30180812291800974, "decode.loss_mask": 0.5980866611003876, "decode.loss_dice": 0.8670863330364227, "decode.d0.loss_cls": 1.7340622544288635, "decode.d0.loss_mask": 0.6438458144664765, "decode.d0.loss_dice": 0.9398025393486023, "decode.d1.loss_cls": 0.37754965871572493, "decode.d1.loss_mask": 0.6137981176376343, "decode.d1.loss_dice": 0.8851084977388382, "decode.d2.loss_cls": 0.3398630775511265, "decode.d2.loss_mask": 0.592077088356018, "decode.d2.loss_dice": 0.8559388369321823, "decode.d3.loss_cls": 0.3008913777768612, "decode.d3.loss_mask": 0.597159492969513, "decode.d3.loss_dice": 0.8567612111568451, "decode.d4.loss_cls": 0.29913767203688624, "decode.d4.loss_mask": 0.5899308025836945, "decode.d4.loss_dice": 0.8398326128721237, "decode.d5.loss_cls": 0.3116590492427349, "decode.d5.loss_mask": 0.5683380395174027, "decode.d5.loss_dice": 0.8374432116746903, "decode.d6.loss_cls": 0.2961359843611717, "decode.d6.loss_mask": 0.5910547107458115, "decode.d6.loss_dice": 0.8431467711925507, "decode.d7.loss_cls": 0.2699207492172718, "decode.d7.loss_mask": 0.5946696281433106, "decode.d7.loss_dice": 0.856880322098732, "decode.d8.loss_cls": 0.31915506049990655, "decode.d8.loss_mask": 0.5946689724922181, "decode.d8.loss_dice": 0.8843508362770081, "time": 0.5358417749404907, "memory": 7227, "step": 142100}
{"lr": 1.389213058286421e-06, "data_time": 0.00955965518951416, "grad_norm": 94.72021255493163, "loss": 21.17168321609497, "decode.loss_cls": 0.310965309292078, "decode.loss_mask": 0.6126066163182259, "decode.loss_dice": 0.9077666491270066, "decode.d0.loss_cls": 2.021797275543213, "decode.d0.loss_mask": 0.7327976793050766, "decode.d0.loss_dice": 1.0947396069765092, "decode.d1.loss_cls": 0.5211202502250671, "decode.d1.loss_mask": 0.6541728734970093, "decode.d1.loss_dice": 0.9969611555337906, "decode.d2.loss_cls": 0.4749088168144226, "decode.d2.loss_mask": 0.6369247004389763, "decode.d2.loss_dice": 0.951914057135582, "decode.d3.loss_cls": 0.36611755937337875, "decode.d3.loss_mask": 0.6350625500082969, "decode.d3.loss_dice": 0.9276385486125946, "decode.d4.loss_cls": 0.3787155322730541, "decode.d4.loss_mask": 0.6194192200899125, "decode.d4.loss_dice": 0.9209751695394516, "decode.d5.loss_cls": 0.35498505681753156, "decode.d5.loss_mask": 0.6184021413326264, "decode.d5.loss_dice": 0.9096035599708557, "decode.d6.loss_cls": 0.3290885895490646, "decode.d6.loss_mask": 0.6125259548425674, "decode.d6.loss_dice": 0.8977654278278351, "decode.d7.loss_cls": 0.340682203322649, "decode.d7.loss_mask": 0.6143603086471557, "decode.d7.loss_dice": 0.9077314019203186, "decode.d8.loss_cls": 0.314072485268116, "decode.d8.loss_mask": 0.6052343532443046, "decode.d8.loss_dice": 0.902628093957901, "time": 0.5352656364440918, "memory": 7216, "step": 142150}
{"lr": 1.385710349481197e-06, "data_time": 0.009784650802612305, "grad_norm": 107.74177627563476, "loss": 23.545181274414062, "decode.loss_cls": 0.49244732558727267, "decode.loss_mask": 0.6477362453937531, "decode.loss_dice": 0.9930918157100678, "decode.d0.loss_cls": 2.112211835384369, "decode.d0.loss_mask": 0.7290732443332673, "decode.d0.loss_dice": 1.1302444219589234, "decode.d1.loss_cls": 0.6166880808770656, "decode.d1.loss_mask": 0.6924490958452225, "decode.d1.loss_dice": 1.0806783258914947, "decode.d2.loss_cls": 0.5026696510612965, "decode.d2.loss_mask": 0.667985326051712, "decode.d2.loss_dice": 1.0589138209819793, "decode.d3.loss_cls": 0.47596905529499056, "decode.d3.loss_mask": 0.664114099740982, "decode.d3.loss_dice": 1.046476912498474, "decode.d4.loss_cls": 0.43914986923336985, "decode.d4.loss_mask": 0.6524340063333511, "decode.d4.loss_dice": 1.0272210896015168, "decode.d5.loss_cls": 0.4797883652150631, "decode.d5.loss_mask": 0.6478276669979095, "decode.d5.loss_dice": 1.0194706559181212, "decode.d6.loss_cls": 0.5119467332959176, "decode.d6.loss_mask": 0.6466415166854859, "decode.d6.loss_dice": 1.02233065366745, "decode.d7.loss_cls": 0.47130857333540915, "decode.d7.loss_mask": 0.639054411649704, "decode.d7.loss_dice": 0.9846585422754288, "decode.d8.loss_cls": 0.46672249734401705, "decode.d8.loss_mask": 0.6402956068515777, "decode.d8.loss_dice": 0.9855816960334778, "time": 0.5373862504959106, "memory": 7208, "step": 142200}
{"lr": 1.3822066566294447e-06, "data_time": 0.00979151725769043, "grad_norm": 80.64994430541992, "loss": 25.39638833999634, "decode.loss_cls": 0.480619565397501, "decode.loss_mask": 0.7390584498643875, "decode.loss_dice": 1.0058229684829711, "decode.d0.loss_cls": 2.261741280555725, "decode.d0.loss_mask": 0.8205399870872497, "decode.d0.loss_dice": 1.1689225286245346, "decode.d1.loss_cls": 0.7673398107290268, "decode.d1.loss_mask": 0.7712901353836059, "decode.d1.loss_dice": 1.0882290363311768, "decode.d2.loss_cls": 0.7120820999145507, "decode.d2.loss_mask": 0.7459773570299149, "decode.d2.loss_dice": 1.0403937965631485, "decode.d3.loss_cls": 0.6054029539227486, "decode.d3.loss_mask": 0.7514471411705017, "decode.d3.loss_dice": 1.0015879780054093, "decode.d4.loss_cls": 0.5976985603570938, "decode.d4.loss_mask": 0.745882973074913, "decode.d4.loss_dice": 0.9913619041442872, "decode.d5.loss_cls": 0.5490900948643684, "decode.d5.loss_mask": 0.7450960278511047, "decode.d5.loss_dice": 1.007101222872734, "decode.d6.loss_cls": 0.5728680424392223, "decode.d6.loss_mask": 0.7361828029155731, "decode.d6.loss_dice": 0.9390459418296814, "decode.d7.loss_cls": 0.5751536957919597, "decode.d7.loss_mask": 0.7441096544265747, "decode.d7.loss_dice": 0.9695321917533875, "decode.d8.loss_cls": 0.5062285758554935, "decode.d8.loss_mask": 0.7380809396505356, "decode.d8.loss_dice": 1.0185018658638, "time": 0.5367523670196533, "memory": 7232, "step": 142250}
{"lr": 1.3787019766815676e-06, "data_time": 0.009890913963317871, "grad_norm": 93.84098739624024, "loss": 18.245520496368407, "decode.loss_cls": 0.36168829910457134, "decode.loss_mask": 0.5091048412024974, "decode.loss_dice": 0.7156008869409561, "decode.d0.loss_cls": 1.9815248847007751, "decode.d0.loss_mask": 0.5633102282881737, "decode.d0.loss_dice": 0.8412161946296692, "decode.d1.loss_cls": 0.5779230013489723, "decode.d1.loss_mask": 0.5542752131819725, "decode.d1.loss_dice": 0.7752187460660934, "decode.d2.loss_cls": 0.4738913975656033, "decode.d2.loss_mask": 0.5224983163177968, "decode.d2.loss_dice": 0.7369484007358551, "decode.d3.loss_cls": 0.46423189640045165, "decode.d3.loss_mask": 0.5151114404201508, "decode.d3.loss_dice": 0.6970225274562836, "decode.d4.loss_cls": 0.4220132239162922, "decode.d4.loss_mask": 0.5132158309221267, "decode.d4.loss_dice": 0.7006012618541717, "decode.d5.loss_cls": 0.3519067022949457, "decode.d5.loss_mask": 0.5134295880794525, "decode.d5.loss_dice": 0.7201226651668549, "decode.d6.loss_cls": 0.3717287827283144, "decode.d6.loss_mask": 0.5166901357471942, "decode.d6.loss_dice": 0.6891820088028908, "decode.d7.loss_cls": 0.38031506538391113, "decode.d7.loss_mask": 0.504240608215332, "decode.d7.loss_dice": 0.6632450766861439, "decode.d8.loss_cls": 0.3933903895318508, "decode.d8.loss_mask": 0.5131946586072444, "decode.d8.loss_dice": 0.7026773139834404, "time": 0.5354235649108887, "memory": 7232, "step": 142300}
{"lr": 1.3751963065698765e-06, "data_time": 0.00972898006439209, "grad_norm": 81.00354194641113, "loss": 19.703441429138184, "decode.loss_cls": 0.36120464410632847, "decode.loss_mask": 0.4703970104455948, "decode.loss_dice": 0.9029102057218552, "decode.d0.loss_cls": 1.804681169986725, "decode.d0.loss_mask": 0.5432725846767426, "decode.d0.loss_dice": 1.0553485244512557, "decode.d1.loss_cls": 0.5329830847680569, "decode.d1.loss_mask": 0.5217206448316574, "decode.d1.loss_dice": 1.0059761166572572, "decode.d2.loss_cls": 0.46358381733298304, "decode.d2.loss_mask": 0.49616235196590425, "decode.d2.loss_dice": 0.9554991871118546, "decode.d3.loss_cls": 0.4409616902470589, "decode.d3.loss_mask": 0.4908937901258469, "decode.d3.loss_dice": 0.9161020398139954, "decode.d4.loss_cls": 0.39759246408939364, "decode.d4.loss_mask": 0.48030859529972075, "decode.d4.loss_dice": 0.8926552623510361, "decode.d5.loss_cls": 0.36308186054229735, "decode.d5.loss_mask": 0.4802329033613205, "decode.d5.loss_dice": 0.9176286876201629, "decode.d6.loss_cls": 0.3633201001212001, "decode.d6.loss_mask": 0.4796736896038055, "decode.d6.loss_dice": 0.8945170700550079, "decode.d7.loss_cls": 0.3406534781679511, "decode.d7.loss_mask": 0.4769388556480408, "decode.d7.loss_dice": 0.9098864793777466, "decode.d8.loss_cls": 0.376613680832088, "decode.d8.loss_mask": 0.4717039614915848, "decode.d8.loss_dice": 0.8969378978013992, "time": 0.5351346731185913, "memory": 7243, "step": 142350}
{"lr": 1.3716896432084287e-06, "data_time": 0.009703588485717774, "grad_norm": 97.9442928314209, "loss": 23.679115867614748, "decode.loss_cls": 0.5953821435570716, "decode.loss_mask": 0.5338635519146919, "decode.loss_dice": 0.9258113712072372, "decode.d0.loss_cls": 2.3540875196456907, "decode.d0.loss_mask": 0.6041885554790497, "decode.d0.loss_dice": 1.1774033963680268, "decode.d1.loss_cls": 0.7237124726176262, "decode.d1.loss_mask": 0.5855660736560822, "decode.d1.loss_dice": 1.0441700637340545, "decode.d2.loss_cls": 0.767388504743576, "decode.d2.loss_mask": 0.5612283706665039, "decode.d2.loss_dice": 1.0691401779651641, "decode.d3.loss_cls": 0.654007288813591, "decode.d3.loss_mask": 0.5455045476555824, "decode.d3.loss_dice": 0.9922182232141494, "decode.d4.loss_cls": 0.5996822834014892, "decode.d4.loss_mask": 0.5460082873702049, "decode.d4.loss_dice": 1.0150334298610688, "decode.d5.loss_cls": 0.5771765753626823, "decode.d5.loss_mask": 0.5424833863973617, "decode.d5.loss_dice": 0.9836750507354737, "decode.d6.loss_cls": 0.6256279572844505, "decode.d6.loss_mask": 0.5451265543699264, "decode.d6.loss_dice": 0.958348149061203, "decode.d7.loss_cls": 0.5714999377727509, "decode.d7.loss_mask": 0.5413758233189583, "decode.d7.loss_dice": 0.9415247440338135, "decode.d8.loss_cls": 0.5770816639065742, "decode.d8.loss_mask": 0.5403145045042038, "decode.d8.loss_dice": 0.9804857164621353, "time": 0.5360090255737304, "memory": 7227, "step": 142400}
{"lr": 1.3681819834928716e-06, "data_time": 0.009859609603881835, "grad_norm": 105.24849700927734, "loss": 17.92002649307251, "decode.loss_cls": 0.3620957689359784, "decode.loss_mask": 0.5772126898169517, "decode.loss_dice": 0.6600629538297653, "decode.d0.loss_cls": 1.5910731315612794, "decode.d0.loss_mask": 0.6910949259996414, "decode.d0.loss_dice": 0.8419527977705001, "decode.d1.loss_cls": 0.442768494784832, "decode.d1.loss_mask": 0.6311595380306244, "decode.d1.loss_dice": 0.7462690204381943, "decode.d2.loss_cls": 0.4052260391414165, "decode.d2.loss_mask": 0.5954344153404236, "decode.d2.loss_dice": 0.7185564875602722, "decode.d3.loss_cls": 0.34034041315317154, "decode.d3.loss_mask": 0.6283098801970481, "decode.d3.loss_dice": 0.7052232205867768, "decode.d4.loss_cls": 0.40509670227766037, "decode.d4.loss_mask": 0.591583126783371, "decode.d4.loss_dice": 0.6727154731750489, "decode.d5.loss_cls": 0.3453698180615902, "decode.d5.loss_mask": 0.5879758447408676, "decode.d5.loss_dice": 0.6757348448038101, "decode.d6.loss_cls": 0.2852033253759146, "decode.d6.loss_mask": 0.603240767121315, "decode.d6.loss_dice": 0.6845773667097091, "decode.d7.loss_cls": 0.27409433871507644, "decode.d7.loss_mask": 0.5903899729251861, "decode.d7.loss_dice": 0.6759178608655929, "decode.d8.loss_cls": 0.28705072179436686, "decode.d8.loss_mask": 0.6075301691889763, "decode.d8.loss_dice": 0.6967672407627106, "time": 0.537039065361023, "memory": 7195, "step": 142450}
{"lr": 1.3646733243002743e-06, "data_time": 0.009808540344238281, "grad_norm": 77.67962837219238, "loss": 20.92887363433838, "decode.loss_cls": 0.23579813912510872, "decode.loss_mask": 0.5851771742105484, "decode.loss_dice": 1.0304541289806366, "decode.d0.loss_cls": 1.9104963064193725, "decode.d0.loss_mask": 0.6218709230422974, "decode.d0.loss_dice": 1.081838259100914, "decode.d1.loss_cls": 0.4660781234502792, "decode.d1.loss_mask": 0.6097541213035583, "decode.d1.loss_dice": 1.0613657355308532, "decode.d2.loss_cls": 0.2875407189130783, "decode.d2.loss_mask": 0.6236645162105561, "decode.d2.loss_dice": 1.0421579867601394, "decode.d3.loss_cls": 0.3242673549801111, "decode.d3.loss_mask": 0.6042448252439498, "decode.d3.loss_dice": 1.0183329969644546, "decode.d4.loss_cls": 0.30938395150005815, "decode.d4.loss_mask": 0.5886303335428238, "decode.d4.loss_dice": 1.0045770406723022, "decode.d5.loss_cls": 0.2984050240367651, "decode.d5.loss_mask": 0.5918909132480621, "decode.d5.loss_dice": 1.0277801305055618, "decode.d6.loss_cls": 0.28085254356265066, "decode.d6.loss_mask": 0.5915029227733613, "decode.d6.loss_dice": 1.0038494676351548, "decode.d7.loss_cls": 0.24334911070764065, "decode.d7.loss_mask": 0.5961252599954605, "decode.d7.loss_dice": 1.023113375902176, "decode.d8.loss_cls": 0.26313385665416716, "decode.d8.loss_mask": 0.5797533750534057, "decode.d8.loss_dice": 1.023484817147255, "time": 0.5374802827835083, "memory": 7276, "step": 142500}
{"lr": 1.3611636624889657e-06, "data_time": 0.009609818458557129, "grad_norm": 99.98438720703125, "loss": 23.180367469787598, "decode.loss_cls": 0.4514625154435635, "decode.loss_mask": 0.6789476186037063, "decode.loss_dice": 0.9675303936004639, "decode.d0.loss_cls": 2.021696013212204, "decode.d0.loss_mask": 0.7517191946506501, "decode.d0.loss_dice": 1.0928462892770767, "decode.d1.loss_cls": 0.5790313586592675, "decode.d1.loss_mask": 0.6848053157329559, "decode.d1.loss_dice": 1.0414913415908813, "decode.d2.loss_cls": 0.5365564823150635, "decode.d2.loss_mask": 0.6855831205844879, "decode.d2.loss_dice": 1.0193823873996735, "decode.d3.loss_cls": 0.49531271159648893, "decode.d3.loss_mask": 0.6841429591178894, "decode.d3.loss_dice": 0.9800881564617157, "decode.d4.loss_cls": 0.45330951660871505, "decode.d4.loss_mask": 0.6866629749536515, "decode.d4.loss_dice": 0.987440213561058, "decode.d5.loss_cls": 0.48354499526321887, "decode.d5.loss_mask": 0.6869565457105636, "decode.d5.loss_dice": 0.9869506895542145, "decode.d6.loss_cls": 0.42537963576614857, "decode.d6.loss_mask": 0.6819086223840714, "decode.d6.loss_dice": 0.9866773277521134, "decode.d7.loss_cls": 0.41695382744073867, "decode.d7.loss_mask": 0.6760562717914581, "decode.d7.loss_dice": 0.9698383927345275, "decode.d8.loss_cls": 0.4253370575606823, "decode.d8.loss_mask": 0.677362933754921, "decode.d8.loss_dice": 0.9653924852609634, "time": 0.562319016456604, "memory": 7280, "step": 142550}
{"lr": 1.3576529948983658e-06, "data_time": 0.010020780563354491, "grad_norm": 95.96088905334473, "loss": 21.762049674987793, "decode.loss_cls": 0.4615413166582584, "decode.loss_mask": 0.6028200805187225, "decode.loss_dice": 0.8609637647867203, "decode.d0.loss_cls": 2.087333285808563, "decode.d0.loss_mask": 0.6732457131147385, "decode.d0.loss_dice": 1.050103747844696, "decode.d1.loss_cls": 0.624192214384675, "decode.d1.loss_mask": 0.63925299346447, "decode.d1.loss_dice": 0.9721828699111938, "decode.d2.loss_cls": 0.5647933829575777, "decode.d2.loss_mask": 0.6175727635622025, "decode.d2.loss_dice": 0.8883036404848099, "decode.d3.loss_cls": 0.4578075364232063, "decode.d3.loss_mask": 0.6070855975151062, "decode.d3.loss_dice": 0.8941182553768158, "decode.d4.loss_cls": 0.43410021215677264, "decode.d4.loss_mask": 0.6084519237279892, "decode.d4.loss_dice": 0.9231321096420289, "decode.d5.loss_cls": 0.4946036752313375, "decode.d5.loss_mask": 0.6000832319259644, "decode.d5.loss_dice": 0.8778440773487091, "decode.d6.loss_cls": 0.431566084548831, "decode.d6.loss_mask": 0.6089468419551849, "decode.d6.loss_dice": 0.9147300034761429, "decode.d7.loss_cls": 0.4838482789695263, "decode.d7.loss_mask": 0.6092384845018387, "decode.d7.loss_dice": 0.8657780349254608, "decode.d8.loss_cls": 0.39577473811805247, "decode.d8.loss_mask": 0.6079451203346252, "decode.d8.loss_dice": 0.904689809679985, "time": 0.5595438003540039, "memory": 7236, "step": 142600}
{"lr": 1.3541413183488237e-06, "data_time": 0.009777235984802245, "grad_norm": 86.41377639770508, "loss": 18.946895408630372, "decode.loss_cls": 0.44981659650802613, "decode.loss_mask": 0.47515577375888823, "decode.loss_dice": 0.7957667499780655, "decode.d0.loss_cls": 1.805464518070221, "decode.d0.loss_mask": 0.5257792890071868, "decode.d0.loss_dice": 0.9517784103751182, "decode.d1.loss_cls": 0.49736434370279314, "decode.d1.loss_mask": 0.506343948841095, "decode.d1.loss_dice": 0.8480622917413712, "decode.d2.loss_cls": 0.4599624365568161, "decode.d2.loss_mask": 0.4908699542284012, "decode.d2.loss_dice": 0.8486872315406799, "decode.d3.loss_cls": 0.47936639189720154, "decode.d3.loss_mask": 0.48764550387859346, "decode.d3.loss_dice": 0.8241040021181106, "decode.d4.loss_cls": 0.4454408138990402, "decode.d4.loss_mask": 0.4784612745046616, "decode.d4.loss_dice": 0.809793084859848, "decode.d5.loss_cls": 0.435355107486248, "decode.d5.loss_mask": 0.4919021487236023, "decode.d5.loss_dice": 0.8229012727737427, "decode.d6.loss_cls": 0.3977010950446129, "decode.d6.loss_mask": 0.48794475495815276, "decode.d6.loss_dice": 0.7912887632846832, "decode.d7.loss_cls": 0.4122024968266487, "decode.d7.loss_mask": 0.4884065330028534, "decode.d7.loss_dice": 0.7943301811814308, "decode.d8.loss_cls": 0.33338806629180906, "decode.d8.loss_mask": 0.4823436051607132, "decode.d8.loss_dice": 0.8292694866657258, "time": 0.5359799861907959, "memory": 7194, "step": 142650}
{"lr": 1.3506286296414413e-06, "data_time": 0.009821891784667969, "grad_norm": 94.92886352539062, "loss": 21.29153690338135, "decode.loss_cls": 0.38783570379018784, "decode.loss_mask": 0.5297156989574432, "decode.loss_dice": 0.9432217001914978, "decode.d0.loss_cls": 2.0665377974510193, "decode.d0.loss_mask": 0.5901087939739227, "decode.d0.loss_dice": 1.1179967939853668, "decode.d1.loss_cls": 0.7387729577720166, "decode.d1.loss_mask": 0.5652451246976853, "decode.d1.loss_dice": 1.0130572468042374, "decode.d2.loss_cls": 0.5506960414350033, "decode.d2.loss_mask": 0.5586305767297745, "decode.d2.loss_dice": 0.9715769082307816, "decode.d3.loss_cls": 0.4803679779171944, "decode.d3.loss_mask": 0.5341693669557571, "decode.d3.loss_dice": 0.9441298097372055, "decode.d4.loss_cls": 0.40468036867678164, "decode.d4.loss_mask": 0.5362541139125824, "decode.d4.loss_dice": 0.9536545813083649, "decode.d5.loss_cls": 0.428233215212822, "decode.d5.loss_mask": 0.5303316980600357, "decode.d5.loss_dice": 0.9430389970541, "decode.d6.loss_cls": 0.3793860964477062, "decode.d6.loss_mask": 0.5331003636121749, "decode.d6.loss_dice": 0.9477085679769516, "decode.d7.loss_cls": 0.3751277536153793, "decode.d7.loss_mask": 0.5266523778438568, "decode.d7.loss_dice": 0.924634912610054, "decode.d8.loss_cls": 0.35755807161331177, "decode.d8.loss_mask": 0.5262068659067154, "decode.d8.loss_dice": 0.932906237244606, "time": 0.561312985420227, "memory": 7244, "step": 142700}
{"lr": 1.3471149255579008e-06, "data_time": 0.009813022613525391, "grad_norm": 81.47170028686523, "loss": 21.30426836013794, "decode.loss_cls": 0.4283668100833893, "decode.loss_mask": 0.5582960218191146, "decode.loss_dice": 0.8703794091939926, "decode.d0.loss_cls": 2.1005260705947877, "decode.d0.loss_mask": 0.591965314745903, "decode.d0.loss_dice": 1.0640968799591064, "decode.d1.loss_cls": 0.6350694090127945, "decode.d1.loss_mask": 0.5836632311344147, "decode.d1.loss_dice": 0.9757063806056976, "decode.d2.loss_cls": 0.5738932669162751, "decode.d2.loss_mask": 0.584982094168663, "decode.d2.loss_dice": 0.9243905395269394, "decode.d3.loss_cls": 0.5190618142485619, "decode.d3.loss_mask": 0.5712121158838273, "decode.d3.loss_dice": 0.8691909462213516, "decode.d4.loss_cls": 0.49149924516677856, "decode.d4.loss_mask": 0.5657157361507416, "decode.d4.loss_dice": 0.875529333949089, "decode.d5.loss_cls": 0.508617252856493, "decode.d5.loss_mask": 0.5545508801937103, "decode.d5.loss_dice": 0.8683272421360015, "decode.d6.loss_cls": 0.4327366307377815, "decode.d6.loss_mask": 0.553417643904686, "decode.d6.loss_dice": 0.8877564191818237, "decode.d7.loss_cls": 0.42237078994512556, "decode.d7.loss_mask": 0.5496080607175827, "decode.d7.loss_dice": 0.8743048459291458, "decode.d8.loss_cls": 0.44356290251016617, "decode.d8.loss_mask": 0.5529005080461502, "decode.d8.loss_dice": 0.872571063041687, "time": 0.5363592624664306, "memory": 7283, "step": 142750}
{"lr": 1.3436002028602929e-06, "data_time": 0.009830117225646973, "grad_norm": 90.35391349792481, "loss": 22.632060718536376, "decode.loss_cls": 0.29884772971272466, "decode.loss_mask": 0.7146203696727753, "decode.loss_dice": 0.9596400856971741, "decode.d0.loss_cls": 1.8952866673469544, "decode.d0.loss_mask": 0.7813474297523498, "decode.d0.loss_dice": 1.0829395473003387, "decode.d1.loss_cls": 0.5021099150180817, "decode.d1.loss_mask": 0.7552501440048218, "decode.d1.loss_dice": 1.0564842402935029, "decode.d2.loss_cls": 0.4619423091411591, "decode.d2.loss_mask": 0.7587312459945679, "decode.d2.loss_dice": 1.0089255094528198, "decode.d3.loss_cls": 0.4008091248571873, "decode.d3.loss_mask": 0.7326176762580872, "decode.d3.loss_dice": 0.9979640781879425, "decode.d4.loss_cls": 0.35708979442715644, "decode.d4.loss_mask": 0.7456915885210037, "decode.d4.loss_dice": 1.0065555334091187, "decode.d5.loss_cls": 0.39117635414004326, "decode.d5.loss_mask": 0.7251842200756073, "decode.d5.loss_dice": 0.9688791573047638, "decode.d6.loss_cls": 0.3600714638829231, "decode.d6.loss_mask": 0.7327999740839004, "decode.d6.loss_dice": 0.9483740866184235, "decode.d7.loss_cls": 0.30228832736611366, "decode.d7.loss_mask": 0.7219926565885544, "decode.d7.loss_dice": 0.9669996738433838, "decode.d8.loss_cls": 0.3117949299514294, "decode.d8.loss_mask": 0.7270001113414765, "decode.d8.loss_dice": 0.9586466431617737, "time": 0.5373540639877319, "memory": 7174, "step": 142800}
{"lr": 1.340084458290937e-06, "data_time": 0.00981142520904541, "grad_norm": 94.33374786376953, "loss": 15.55649700164795, "decode.loss_cls": 0.1901317473500967, "decode.loss_mask": 0.5099723100662231, "decode.loss_dice": 0.593132022023201, "decode.d0.loss_cls": 2.0313359618186952, "decode.d0.loss_mask": 0.5587743073701859, "decode.d0.loss_dice": 0.668935875594616, "decode.d1.loss_cls": 0.35470752865076066, "decode.d1.loss_mask": 0.5331294804811477, "decode.d1.loss_dice": 0.6773836195468903, "decode.d2.loss_cls": 0.3269433915615082, "decode.d2.loss_mask": 0.5201210349798202, "decode.d2.loss_dice": 0.6365580439567566, "decode.d3.loss_cls": 0.2768409363925457, "decode.d3.loss_mask": 0.5134353265166283, "decode.d3.loss_dice": 0.6086160182952881, "decode.d4.loss_cls": 0.2580344367772341, "decode.d4.loss_mask": 0.5018052652478218, "decode.d4.loss_dice": 0.5928435802459717, "decode.d5.loss_cls": 0.22150903269648553, "decode.d5.loss_mask": 0.5117013409733773, "decode.d5.loss_dice": 0.6026275902986526, "decode.d6.loss_cls": 0.21713574305176736, "decode.d6.loss_mask": 0.5022106006741524, "decode.d6.loss_dice": 0.5796901509165764, "decode.d7.loss_cls": 0.19141393564641476, "decode.d7.loss_mask": 0.49890213310718534, "decode.d7.loss_dice": 0.5915492713451386, "decode.d8.loss_cls": 0.18825179114937782, "decode.d8.loss_mask": 0.5084684118628502, "decode.d8.loss_dice": 0.5903364092111587, "time": 0.5648161411285401, "memory": 7219, "step": 142850}
{"lr": 1.3365676885722077e-06, "data_time": 0.00983583927154541, "grad_norm": 88.93745460510254, "loss": 19.495696830749512, "decode.loss_cls": 0.28494179621338844, "decode.loss_mask": 0.4611403077840805, "decode.loss_dice": 0.8948424994945526, "decode.d0.loss_cls": 1.890612781047821, "decode.d0.loss_mask": 0.5777233392000198, "decode.d0.loss_dice": 1.0628291994333268, "decode.d1.loss_cls": 0.6468201816082001, "decode.d1.loss_mask": 0.4779965400695801, "decode.d1.loss_dice": 0.9427355378866196, "decode.d2.loss_cls": 0.43450222834944724, "decode.d2.loss_mask": 0.46048206090927124, "decode.d2.loss_dice": 0.9209924370050431, "decode.d3.loss_cls": 0.41612275019288064, "decode.d3.loss_mask": 0.4550253689289093, "decode.d3.loss_dice": 0.9085730463266373, "decode.d4.loss_cls": 0.41237033903598785, "decode.d4.loss_mask": 0.46008193492889404, "decode.d4.loss_dice": 0.9060586303472519, "decode.d5.loss_cls": 0.44623660668730736, "decode.d5.loss_mask": 0.44926862716674804, "decode.d5.loss_dice": 0.8666167020797729, "decode.d6.loss_cls": 0.3799016498029232, "decode.d6.loss_mask": 0.4564505577087402, "decode.d6.loss_dice": 0.9040263712406158, "decode.d7.loss_cls": 0.3461524933576584, "decode.d7.loss_mask": 0.45838325917720796, "decode.d7.loss_dice": 0.8755998402833939, "decode.d8.loss_cls": 0.30896437019109724, "decode.d8.loss_mask": 0.46686139702796936, "decode.d8.loss_dice": 0.9233842670917511, "time": 0.5351950407028199, "memory": 7261, "step": 142900}
{"lr": 1.3330498904063519e-06, "data_time": 0.010005378723144531, "grad_norm": 91.38359603881835, "loss": 23.881173610687256, "decode.loss_cls": 0.5409084042534232, "decode.loss_mask": 0.6211897432804108, "decode.loss_dice": 0.903879114985466, "decode.d0.loss_cls": 2.064384788274765, "decode.d0.loss_mask": 0.7398530125617981, "decode.d0.loss_dice": 1.203682193160057, "decode.d1.loss_cls": 0.7978445626795292, "decode.d1.loss_mask": 0.6707708105444908, "decode.d1.loss_dice": 1.0044059067964555, "decode.d2.loss_cls": 0.7707739029079675, "decode.d2.loss_mask": 0.64797592908144, "decode.d2.loss_dice": 1.0138205468654633, "decode.d3.loss_cls": 0.5873867239803076, "decode.d3.loss_mask": 0.6420940160751343, "decode.d3.loss_dice": 0.9634566128253936, "decode.d4.loss_cls": 0.5634278634563088, "decode.d4.loss_mask": 0.6343027010560036, "decode.d4.loss_dice": 0.9699497133493423, "decode.d5.loss_cls": 0.5831731425598263, "decode.d5.loss_mask": 0.6257005080580711, "decode.d5.loss_dice": 0.9649167031049728, "decode.d6.loss_cls": 0.5511151440441608, "decode.d6.loss_mask": 0.6269719570875167, "decode.d6.loss_dice": 0.9729938924312591, "decode.d7.loss_cls": 0.5258430004119873, "decode.d7.loss_mask": 0.6307066008448601, "decode.d7.loss_dice": 0.9513469904661178, "decode.d8.loss_cls": 0.5336742704734206, "decode.d8.loss_mask": 0.6257727950811386, "decode.d8.loss_dice": 0.9488518357276916, "time": 0.5373291969299316, "memory": 7251, "step": 142950}
{"lr": 1.3295310604753006e-06, "data_time": 0.009927773475646972, "grad_norm": 72.36494293212891, "loss": 19.532513666152955, "decode.loss_cls": 0.28748046793043613, "decode.loss_mask": 0.54287039488554, "decode.loss_dice": 0.8534323945641518, "decode.d0.loss_cls": 1.8655953884124756, "decode.d0.loss_mask": 0.5750439375638962, "decode.d0.loss_dice": 0.9777826696634293, "decode.d1.loss_cls": 0.5074553601443768, "decode.d1.loss_mask": 0.5374639213085175, "decode.d1.loss_dice": 0.9056313425302506, "decode.d2.loss_cls": 0.529715409129858, "decode.d2.loss_mask": 0.5233021661639213, "decode.d2.loss_dice": 0.8888785481452942, "decode.d3.loss_cls": 0.4741494182497263, "decode.d3.loss_mask": 0.5208144724369049, "decode.d3.loss_dice": 0.8453024610877037, "decode.d4.loss_cls": 0.37114250771701335, "decode.d4.loss_mask": 0.5147798478603363, "decode.d4.loss_dice": 0.8576913699507713, "decode.d5.loss_cls": 0.4143104001879692, "decode.d5.loss_mask": 0.5146034955978394, "decode.d5.loss_dice": 0.8620569244027138, "decode.d6.loss_cls": 0.3436909805983305, "decode.d6.loss_mask": 0.5103923574090004, "decode.d6.loss_dice": 0.8446445867419243, "decode.d7.loss_cls": 0.354612398147583, "decode.d7.loss_mask": 0.5098496034741402, "decode.d7.loss_dice": 0.8447317153215408, "decode.d8.loss_cls": 0.3607220590114594, "decode.d8.loss_mask": 0.5408890530467033, "decode.d8.loss_dice": 0.8534772381186485, "time": 0.5377774477005005, "memory": 7275, "step": 143000}
{"lr": 1.3260111954404884e-06, "data_time": 0.009883403778076172, "grad_norm": 93.04738998413086, "loss": 23.574961376190185, "decode.loss_cls": 0.44220306873321535, "decode.loss_mask": 0.5348513767123222, "decode.loss_dice": 1.064493504166603, "decode.d0.loss_cls": 2.237238037586212, "decode.d0.loss_mask": 0.6242855072021485, "decode.d0.loss_dice": 1.2916483640670777, "decode.d1.loss_cls": 0.6243945255875587, "decode.d1.loss_mask": 0.578574912250042, "decode.d1.loss_dice": 1.196936222910881, "decode.d2.loss_cls": 0.606502678990364, "decode.d2.loss_mask": 0.5520974501967431, "decode.d2.loss_dice": 1.1244945257902146, "decode.d3.loss_cls": 0.53322698995471, "decode.d3.loss_mask": 0.5658943682909012, "decode.d3.loss_dice": 1.1041446954011918, "decode.d4.loss_cls": 0.48115730062127116, "decode.d4.loss_mask": 0.5618736922740937, "decode.d4.loss_dice": 1.114782726764679, "decode.d5.loss_cls": 0.4611065790057182, "decode.d5.loss_mask": 0.5605188101530075, "decode.d5.loss_dice": 1.1250700116157533, "decode.d6.loss_cls": 0.4321217656135559, "decode.d6.loss_mask": 0.5645218834280967, "decode.d6.loss_dice": 1.0892484188079834, "decode.d7.loss_cls": 0.4225263878703117, "decode.d7.loss_mask": 0.5588096559047699, "decode.d7.loss_dice": 1.0693866848945617, "decode.d8.loss_cls": 0.41462104618549345, "decode.d8.loss_mask": 0.5514403223991394, "decode.d8.loss_dice": 1.0867902547121049, "time": 0.53701753616333, "memory": 7244, "step": 143050}
{"lr": 1.322490291942666e-06, "data_time": 0.00984361171722412, "grad_norm": 95.27961349487305, "loss": 19.241105842590333, "decode.loss_cls": 0.4001512320712209, "decode.loss_mask": 0.5581071197986602, "decode.loss_dice": 0.7884103253483772, "decode.d0.loss_cls": 1.8391852736473084, "decode.d0.loss_mask": 0.6131223887205124, "decode.d0.loss_dice": 0.9311494588851928, "decode.d1.loss_cls": 0.3971333857625723, "decode.d1.loss_mask": 0.5646105378866195, "decode.d1.loss_dice": 0.8571858659386635, "decode.d2.loss_cls": 0.41977733448147775, "decode.d2.loss_mask": 0.5594376742839813, "decode.d2.loss_dice": 0.8592350959777832, "decode.d3.loss_cls": 0.40082692690193655, "decode.d3.loss_mask": 0.5685448557138443, "decode.d3.loss_dice": 0.8129803985357285, "decode.d4.loss_cls": 0.3782133854925632, "decode.d4.loss_mask": 0.5683777183294296, "decode.d4.loss_dice": 0.8101926654577255, "decode.d5.loss_cls": 0.3437817458063364, "decode.d5.loss_mask": 0.5668199181556701, "decode.d5.loss_dice": 0.8168406754732132, "decode.d6.loss_cls": 0.3545741785317659, "decode.d6.loss_mask": 0.5738907277584075, "decode.d6.loss_dice": 0.7978016093373299, "decode.d7.loss_cls": 0.37562160920351745, "decode.d7.loss_mask": 0.5565087139606476, "decode.d7.loss_dice": 0.7965363219380379, "decode.d8.loss_cls": 0.3876514883711934, "decode.d8.loss_mask": 0.5466955840587616, "decode.d8.loss_dice": 0.7977409780025482, "time": 0.5371127367019654, "memory": 7204, "step": 143100}
{"lr": 1.3189683466017118e-06, "data_time": 0.010023808479309082, "grad_norm": 97.532080078125, "loss": 19.19690408706665, "decode.loss_cls": 0.5142955675721168, "decode.loss_mask": 0.5502874985337257, "decode.loss_dice": 0.6544566363096237, "decode.d0.loss_cls": 1.934347403049469, "decode.d0.loss_mask": 0.6149909660220146, "decode.d0.loss_dice": 0.7876075446605683, "decode.d1.loss_cls": 0.6480183273553848, "decode.d1.loss_mask": 0.5918871551752091, "decode.d1.loss_dice": 0.6975247740745545, "decode.d2.loss_cls": 0.536392979323864, "decode.d2.loss_mask": 0.579086634516716, "decode.d2.loss_dice": 0.6893280744552612, "decode.d3.loss_cls": 0.4874767169356346, "decode.d3.loss_mask": 0.5901945874094963, "decode.d3.loss_dice": 0.6794741481542588, "decode.d4.loss_cls": 0.4788239598274231, "decode.d4.loss_mask": 0.5779592663049697, "decode.d4.loss_dice": 0.6706648498773575, "decode.d5.loss_cls": 0.46808009743690493, "decode.d5.loss_mask": 0.5767201542854309, "decode.d5.loss_dice": 0.6902919054031372, "decode.d6.loss_cls": 0.4995042696595192, "decode.d6.loss_mask": 0.5619347855448723, "decode.d6.loss_dice": 0.6785859853029251, "decode.d7.loss_cls": 0.5048758968710899, "decode.d7.loss_mask": 0.5560730084776878, "decode.d7.loss_dice": 0.6573890924453736, "decode.d8.loss_cls": 0.4973643034696579, "decode.d8.loss_mask": 0.5529300853610039, "decode.d8.loss_dice": 0.6703369736671447, "time": 0.5614022016525269, "memory": 7282, "step": 143150}
{"lr": 1.3154453560164362e-06, "data_time": 0.00993330478668213, "grad_norm": 83.13167343139648, "loss": 20.523277854919435, "decode.loss_cls": 0.35496325641870496, "decode.loss_mask": 0.46943616569042207, "decode.loss_dice": 0.9055097967386245, "decode.d0.loss_cls": 2.156390941143036, "decode.d0.loss_mask": 0.5628047496080398, "decode.d0.loss_dice": 1.148506408929825, "decode.d1.loss_cls": 0.7840612202882766, "decode.d1.loss_mask": 0.5123662754893303, "decode.d1.loss_dice": 0.9585212618112564, "decode.d2.loss_cls": 0.5423040509223938, "decode.d2.loss_mask": 0.4792213052511215, "decode.d2.loss_dice": 0.9084767580032349, "decode.d3.loss_cls": 0.5047652050852776, "decode.d3.loss_mask": 0.47024667263031006, "decode.d3.loss_dice": 0.8888717234134674, "decode.d4.loss_cls": 0.49212481752038, "decode.d4.loss_mask": 0.47588754296302793, "decode.d4.loss_dice": 0.89106305539608, "decode.d5.loss_cls": 0.4456424191594124, "decode.d5.loss_mask": 0.46524066627025606, "decode.d5.loss_dice": 0.8902463227510452, "decode.d6.loss_cls": 0.42727861031889913, "decode.d6.loss_mask": 0.46251667737960817, "decode.d6.loss_dice": 0.8887209475040436, "decode.d7.loss_cls": 0.3741393454372883, "decode.d7.loss_mask": 0.466336652636528, "decode.d7.loss_dice": 0.89299556016922, "decode.d8.loss_cls": 0.3524379923939705, "decode.d8.loss_mask": 0.46082841902971267, "decode.d8.loss_dice": 0.8913734763860702, "time": 0.5398225307464599, "memory": 7245, "step": 143200}
{"lr": 1.311921316764387e-06, "data_time": 0.009218931198120117, "grad_norm": 103.01231002807617, "loss": 21.497674560546876, "decode.loss_cls": 0.3499032363295555, "decode.loss_mask": 0.6682801425457001, "decode.loss_dice": 0.833403292298317, "decode.d0.loss_cls": 2.1039098739624023, "decode.d0.loss_mask": 0.7596314430236817, "decode.d0.loss_dice": 0.9657832384109497, "decode.d1.loss_cls": 0.5842141166329384, "decode.d1.loss_mask": 0.7129126131534577, "decode.d1.loss_dice": 0.8991006761789322, "decode.d2.loss_cls": 0.5532526701688767, "decode.d2.loss_mask": 0.6963701784610749, "decode.d2.loss_dice": 0.8688955754041672, "decode.d3.loss_cls": 0.48206742852926254, "decode.d3.loss_mask": 0.7114963471889496, "decode.d3.loss_dice": 0.8473653972148896, "decode.d4.loss_cls": 0.41537173464894295, "decode.d4.loss_mask": 0.7048748165369034, "decode.d4.loss_dice": 0.8749332845211029, "decode.d5.loss_cls": 0.39158786833286285, "decode.d5.loss_mask": 0.6776437491178513, "decode.d5.loss_dice": 0.8582114458084107, "decode.d6.loss_cls": 0.3808843456208706, "decode.d6.loss_mask": 0.6724005341529846, "decode.d6.loss_dice": 0.8218884378671646, "decode.d7.loss_cls": 0.3339355707168579, "decode.d7.loss_mask": 0.6780824363231659, "decode.d7.loss_dice": 0.8118748039007186, "decode.d8.loss_cls": 0.3500293791294098, "decode.d8.loss_mask": 0.6693481951951981, "decode.d8.loss_dice": 0.8200217097997665, "time": 0.5376254558563233, "memory": 7225, "step": 143250}
{"lr": 1.3083962254016584e-06, "data_time": 0.009398317337036133, "grad_norm": 92.6452621459961, "loss": 20.34047679901123, "decode.loss_cls": 0.23283710405230523, "decode.loss_mask": 0.6304049879312515, "decode.loss_dice": 0.8785360425710678, "decode.d0.loss_cls": 2.084854483604431, "decode.d0.loss_mask": 0.6555696219205857, "decode.d0.loss_dice": 1.013941240310669, "decode.d1.loss_cls": 0.5584399282932282, "decode.d1.loss_mask": 0.6193843901157379, "decode.d1.loss_dice": 0.9348154842853547, "decode.d2.loss_cls": 0.3862495481967926, "decode.d2.loss_mask": 0.6474887311458588, "decode.d2.loss_dice": 0.9337348014116287, "decode.d3.loss_cls": 0.362232955545187, "decode.d3.loss_mask": 0.6345536500215531, "decode.d3.loss_dice": 0.8847968965768814, "decode.d4.loss_cls": 0.3227741226553917, "decode.d4.loss_mask": 0.6329205214977265, "decode.d4.loss_dice": 0.8827807784080506, "decode.d5.loss_cls": 0.27641751766204836, "decode.d5.loss_mask": 0.6373766243457795, "decode.d5.loss_dice": 0.8819935649633408, "decode.d6.loss_cls": 0.261711198836565, "decode.d6.loss_mask": 0.6160458564758301, "decode.d6.loss_dice": 0.8713039934635163, "decode.d7.loss_cls": 0.24916312396526336, "decode.d7.loss_mask": 0.6244311660528183, "decode.d7.loss_dice": 0.8951872766017914, "decode.d8.loss_cls": 0.23046532347798349, "decode.d8.loss_mask": 0.6291510492563248, "decode.d8.loss_dice": 0.8709149122238159, "time": 0.536214804649353, "memory": 7206, "step": 143300}
{"lr": 1.3048700784626867e-06, "data_time": 0.009552812576293946, "grad_norm": 97.19797821044922, "loss": 23.98785343170166, "decode.loss_cls": 0.43905443921685217, "decode.loss_mask": 0.5575985834002495, "decode.loss_dice": 1.0464127957820892, "decode.d0.loss_cls": 2.074837791919708, "decode.d0.loss_mask": 0.7017012298107147, "decode.d0.loss_dice": 1.3155047595500946, "decode.d1.loss_cls": 0.7992192193865776, "decode.d1.loss_mask": 0.6081070154905319, "decode.d1.loss_dice": 1.146141880750656, "decode.d2.loss_cls": 0.7038131527602672, "decode.d2.loss_mask": 0.5796785861253738, "decode.d2.loss_dice": 1.1172052383422852, "decode.d3.loss_cls": 0.6032793082296848, "decode.d3.loss_mask": 0.5607302010059356, "decode.d3.loss_dice": 1.0642861872911453, "decode.d4.loss_cls": 0.5377562381327152, "decode.d4.loss_mask": 0.5597176432609559, "decode.d4.loss_dice": 1.0798150181770325, "decode.d5.loss_cls": 0.552292125672102, "decode.d5.loss_mask": 0.5593019872903824, "decode.d5.loss_dice": 1.0526557922363282, "decode.d6.loss_cls": 0.5173009090125561, "decode.d6.loss_mask": 0.561111319065094, "decode.d6.loss_dice": 1.0466027975082397, "decode.d7.loss_cls": 0.47740901708602906, "decode.d7.loss_mask": 0.5500552549958229, "decode.d7.loss_dice": 1.0745819836854935, "decode.d8.loss_cls": 0.49488834142684934, "decode.d8.loss_mask": 0.5559444218873978, "decode.d8.loss_dice": 1.0508492648601533, "time": 0.5616548538208008, "memory": 7200, "step": 143350}
{"lr": 1.3013428724600478e-06, "data_time": 0.009443092346191406, "grad_norm": 87.25160217285156, "loss": 16.355350494384766, "decode.loss_cls": 0.3554846964776516, "decode.loss_mask": 0.4894916146993637, "decode.loss_dice": 0.61271653175354, "decode.d0.loss_cls": 1.7280967354774475, "decode.d0.loss_mask": 0.5382849186658859, "decode.d0.loss_dice": 0.706232738494873, "decode.d1.loss_cls": 0.47501073181629183, "decode.d1.loss_mask": 0.511491610109806, "decode.d1.loss_dice": 0.6480105847120285, "decode.d2.loss_cls": 0.36162432506680486, "decode.d2.loss_mask": 0.49228289574384687, "decode.d2.loss_dice": 0.6486915409564972, "decode.d3.loss_cls": 0.38564241006970407, "decode.d3.loss_mask": 0.4836013540625572, "decode.d3.loss_dice": 0.621886032819748, "decode.d4.loss_cls": 0.35321725979447366, "decode.d4.loss_mask": 0.48051718473434446, "decode.d4.loss_dice": 0.614987924695015, "decode.d5.loss_cls": 0.35346715375781057, "decode.d5.loss_mask": 0.4798902362585068, "decode.d5.loss_dice": 0.6141262918710708, "decode.d6.loss_cls": 0.406023146957159, "decode.d6.loss_mask": 0.48588128983974455, "decode.d6.loss_dice": 0.595023649930954, "decode.d7.loss_cls": 0.37032108157873156, "decode.d7.loss_mask": 0.48604369163513184, "decode.d7.loss_dice": 0.605857390165329, "decode.d8.loss_cls": 0.3787066362798214, "decode.d8.loss_mask": 0.4856391191482544, "decode.d8.loss_dice": 0.5871000587940216, "time": 0.5360793590545654, "memory": 7241, "step": 143400}
{"lr": 1.2978146038842567e-06, "data_time": 0.009777188301086426, "grad_norm": 93.69434051513672, "loss": 18.72145547866821, "decode.loss_cls": 0.4677321035414934, "decode.loss_mask": 0.5243095546960831, "decode.loss_dice": 0.6246125429868699, "decode.d0.loss_cls": 2.006526243686676, "decode.d0.loss_mask": 0.5898683130741119, "decode.d0.loss_dice": 0.7700228959321975, "decode.d1.loss_cls": 0.608151039481163, "decode.d1.loss_mask": 0.5918759346008301, "decode.d1.loss_dice": 0.715185335278511, "decode.d2.loss_cls": 0.5935920041054488, "decode.d2.loss_mask": 0.5681514799594879, "decode.d2.loss_dice": 0.6798711806535721, "decode.d3.loss_cls": 0.500288424268365, "decode.d3.loss_mask": 0.5482898980379105, "decode.d3.loss_dice": 0.6528104096651077, "decode.d4.loss_cls": 0.5015972308814526, "decode.d4.loss_mask": 0.5367285698652268, "decode.d4.loss_dice": 0.6379602611064911, "decode.d5.loss_cls": 0.504210864007473, "decode.d5.loss_mask": 0.5357215836644172, "decode.d5.loss_dice": 0.6413719892501831, "decode.d6.loss_cls": 0.48179085552692413, "decode.d6.loss_mask": 0.5359266370534896, "decode.d6.loss_dice": 0.6382193148136139, "decode.d7.loss_cls": 0.48254791721701623, "decode.d7.loss_mask": 0.536125099658966, "decode.d7.loss_dice": 0.6433005213737488, "decode.d8.loss_cls": 0.4514254376292229, "decode.d8.loss_mask": 0.5243795111775398, "decode.d8.loss_dice": 0.628861865401268, "time": 0.5364583492279053, "memory": 7230, "step": 143450}
{"lr": 1.2942852692035599e-06, "data_time": 0.009383344650268554, "grad_norm": 92.95843811035157, "loss": 19.97768678665161, "decode.loss_cls": 0.33314971774816515, "decode.loss_mask": 0.5249437719583512, "decode.loss_dice": 0.895439113676548, "decode.d0.loss_cls": 2.0036179661750793, "decode.d0.loss_mask": 0.5702081471681595, "decode.d0.loss_dice": 1.0149293318390846, "decode.d1.loss_cls": 0.5050481960177422, "decode.d1.loss_mask": 0.5515846133232116, "decode.d1.loss_dice": 0.9805056363344192, "decode.d2.loss_cls": 0.4684708684682846, "decode.d2.loss_mask": 0.5245234578847885, "decode.d2.loss_dice": 0.9234430342912674, "decode.d3.loss_cls": 0.38827489241957663, "decode.d3.loss_mask": 0.5275296837091445, "decode.d3.loss_dice": 0.9132140830159188, "decode.d4.loss_cls": 0.33307031355798244, "decode.d4.loss_mask": 0.5417859494686127, "decode.d4.loss_dice": 0.9119472578167915, "decode.d5.loss_cls": 0.3464772436767817, "decode.d5.loss_mask": 0.5448364168405533, "decode.d5.loss_dice": 0.9236874356865883, "decode.d6.loss_cls": 0.3323104340583086, "decode.d6.loss_mask": 0.5346721708774567, "decode.d6.loss_dice": 0.9118736416101456, "decode.d7.loss_cls": 0.30193291753530505, "decode.d7.loss_mask": 0.5375248610973358, "decode.d7.loss_dice": 0.9050139114260674, "decode.d8.loss_cls": 0.2987466536462307, "decode.d8.loss_mask": 0.5330576032400132, "decode.d8.loss_dice": 0.8958675175905227, "time": 0.5360331773757935, "memory": 7263, "step": 143500}
{"lr": 1.2907548648637247e-06, "data_time": 0.009604597091674804, "grad_norm": 97.94902572631835, "loss": 28.485625171661376, "decode.loss_cls": 0.6511884659528733, "decode.loss_mask": 0.6971158117055893, "decode.loss_dice": 1.2476558685302734, "decode.d0.loss_cls": 2.3884910702705384, "decode.d0.loss_mask": 0.7552017211914063, "decode.d0.loss_dice": 1.461089637875557, "decode.d1.loss_cls": 0.8579344838857651, "decode.d1.loss_mask": 0.7242145031690598, "decode.d1.loss_dice": 1.343142995238304, "decode.d2.loss_cls": 0.7392863437533379, "decode.d2.loss_mask": 0.727962264418602, "decode.d2.loss_dice": 1.2981764525175095, "decode.d3.loss_cls": 0.7003870762884616, "decode.d3.loss_mask": 0.711842629313469, "decode.d3.loss_dice": 1.2786119103431701, "decode.d4.loss_cls": 0.6699727460741997, "decode.d4.loss_mask": 0.6996049255132675, "decode.d4.loss_dice": 1.274526983499527, "decode.d5.loss_cls": 0.6491085931658744, "decode.d5.loss_mask": 0.6934770852327347, "decode.d5.loss_dice": 1.2542923510074615, "decode.d6.loss_cls": 0.6288486823439599, "decode.d6.loss_mask": 0.6952613711357116, "decode.d6.loss_dice": 1.2698591828346253, "decode.d7.loss_cls": 0.5999832868576049, "decode.d7.loss_mask": 0.6898753762245178, "decode.d7.loss_dice": 1.245753026008606, "decode.d8.loss_cls": 0.6129488453269005, "decode.d8.loss_mask": 0.6945159792900085, "decode.d8.loss_dice": 1.2252954363822937, "time": 0.5356940984725952, "memory": 7265, "step": 143550}
{"lr": 1.287223387287829e-06, "data_time": 0.009480524063110351, "grad_norm": 94.56630935668946, "loss": 22.45990381240845, "decode.loss_cls": 0.2184448227286339, "decode.loss_mask": 0.6666933804750442, "decode.loss_dice": 1.0572946071624756, "decode.d0.loss_cls": 1.9357733309268952, "decode.d0.loss_mask": 0.7682777673006058, "decode.d0.loss_dice": 1.3034094989299774, "decode.d1.loss_cls": 0.49900404922664165, "decode.d1.loss_mask": 0.7179498374462128, "decode.d1.loss_dice": 1.1699634164571762, "decode.d2.loss_cls": 0.36672372557222843, "decode.d2.loss_mask": 0.6920090615749359, "decode.d2.loss_dice": 1.1047523751854897, "decode.d3.loss_cls": 0.2957845859229565, "decode.d3.loss_mask": 0.6782605767250061, "decode.d3.loss_dice": 1.0727482080459594, "decode.d4.loss_cls": 0.2936810400336981, "decode.d4.loss_mask": 0.6640648871660233, "decode.d4.loss_dice": 1.0436638489365577, "decode.d5.loss_cls": 0.29634309764951466, "decode.d5.loss_mask": 0.6676691859960556, "decode.d5.loss_dice": 1.0567489236593246, "decode.d6.loss_cls": 0.2653130017220974, "decode.d6.loss_mask": 0.660976231098175, "decode.d6.loss_dice": 1.0608894854784012, "decode.d7.loss_cls": 0.23382291197776794, "decode.d7.loss_mask": 0.6597592771053314, "decode.d7.loss_dice": 1.0537332609295844, "decode.d8.loss_cls": 0.22182339541614055, "decode.d8.loss_mask": 0.6635196924209594, "decode.d8.loss_dice": 1.0708065450191497, "time": 0.5368553161621094, "memory": 7433, "step": 143600}
{"lr": 1.2836908328760464e-06, "data_time": 0.009581923484802246, "grad_norm": 85.9877197265625, "loss": 21.38095932006836, "decode.loss_cls": 0.2822328209877014, "decode.loss_mask": 0.6323607861995697, "decode.loss_dice": 0.894285699725151, "decode.d0.loss_cls": 2.02151997089386, "decode.d0.loss_mask": 0.7152206420898437, "decode.d0.loss_dice": 1.043628877401352, "decode.d1.loss_cls": 0.5693897038698197, "decode.d1.loss_mask": 0.6920040249824524, "decode.d1.loss_dice": 0.9866898000240326, "decode.d2.loss_cls": 0.4802980855107307, "decode.d2.loss_mask": 0.6850905865430832, "decode.d2.loss_dice": 0.9417998731136322, "decode.d3.loss_cls": 0.4601763755083084, "decode.d3.loss_mask": 0.6657659441232682, "decode.d3.loss_dice": 0.9215732425451278, "decode.d4.loss_cls": 0.40572133883833883, "decode.d4.loss_mask": 0.6702812403440476, "decode.d4.loss_dice": 0.9148471891880036, "decode.d5.loss_cls": 0.3543741174042225, "decode.d5.loss_mask": 0.6456740200519562, "decode.d5.loss_dice": 0.9042601644992828, "decode.d6.loss_cls": 0.3282807096838951, "decode.d6.loss_mask": 0.6299432724714279, "decode.d6.loss_dice": 0.9032497584819794, "decode.d7.loss_cls": 0.28485662266612055, "decode.d7.loss_mask": 0.6390514492988586, "decode.d7.loss_dice": 0.8961538374423981, "decode.d8.loss_cls": 0.2842814728617668, "decode.d8.loss_mask": 0.6308512359857559, "decode.d8.loss_dice": 0.8970967680215836, "time": 0.5361435413360596, "memory": 7186, "step": 143650}
{"lr": 1.2801571980054263e-06, "data_time": 0.009540319442749023, "grad_norm": 84.63692970275879, "loss": 21.66533193588257, "decode.loss_cls": 0.2806545846164227, "decode.loss_mask": 0.5729990631341935, "decode.loss_dice": 0.9790499806404114, "decode.d0.loss_cls": 2.377755355834961, "decode.d0.loss_mask": 0.6473072320222855, "decode.d0.loss_dice": 1.131581687927246, "decode.d1.loss_cls": 0.5193552747368813, "decode.d1.loss_mask": 0.6598429918289185, "decode.d1.loss_dice": 1.0891688823699952, "decode.d2.loss_cls": 0.45066629350185394, "decode.d2.loss_mask": 0.6266224384307861, "decode.d2.loss_dice": 1.0207231104373933, "decode.d3.loss_cls": 0.35103072673082353, "decode.d3.loss_mask": 0.6058476001024247, "decode.d3.loss_dice": 1.0051950991153717, "decode.d4.loss_cls": 0.33298159912228587, "decode.d4.loss_mask": 0.5773399323225021, "decode.d4.loss_dice": 1.0043558180332184, "decode.d5.loss_cls": 0.3754358135163784, "decode.d5.loss_mask": 0.571007764339447, "decode.d5.loss_dice": 0.9620715141296386, "decode.d6.loss_cls": 0.30886309072375295, "decode.d6.loss_mask": 0.5708663284778595, "decode.d6.loss_dice": 0.9992192149162292, "decode.d7.loss_cls": 0.2901285387575626, "decode.d7.loss_mask": 0.5744481533765793, "decode.d7.loss_dice": 0.9803192138671875, "decode.d8.loss_cls": 0.24675946459174156, "decode.d8.loss_mask": 0.5738940209150314, "decode.d8.loss_dice": 0.9798415541648865, "time": 0.5365687847137451, "memory": 7275, "step": 143700}
{"lr": 1.2766224790296797e-06, "data_time": 0.00953211784362793, "grad_norm": 97.5896987915039, "loss": 18.39719624519348, "decode.loss_cls": 0.3758232656866312, "decode.loss_mask": 0.4926574885845184, "decode.loss_dice": 0.7306360736489296, "decode.d0.loss_cls": 1.9500090420246123, "decode.d0.loss_mask": 0.5561061590909958, "decode.d0.loss_dice": 0.8642724767327309, "decode.d1.loss_cls": 0.5270609088242054, "decode.d1.loss_mask": 0.546644251048565, "decode.d1.loss_dice": 0.8308448269963264, "decode.d2.loss_cls": 0.49363576136529447, "decode.d2.loss_mask": 0.4886868163943291, "decode.d2.loss_dice": 0.7402890712022782, "decode.d3.loss_cls": 0.48852702639997003, "decode.d3.loss_mask": 0.49941747039556506, "decode.d3.loss_dice": 0.7365138784050942, "decode.d4.loss_cls": 0.41559512838721274, "decode.d4.loss_mask": 0.49193175733089445, "decode.d4.loss_dice": 0.7260047391057014, "decode.d5.loss_cls": 0.3929131507873535, "decode.d5.loss_mask": 0.4852605268359184, "decode.d5.loss_dice": 0.7263160809874535, "decode.d6.loss_cls": 0.4419259559363127, "decode.d6.loss_mask": 0.48768174946308135, "decode.d6.loss_dice": 0.717116479575634, "decode.d7.loss_cls": 0.3713519925251603, "decode.d7.loss_mask": 0.49238831400871275, "decode.d7.loss_dice": 0.7269689217209816, "decode.d8.loss_cls": 0.4022648395970464, "decode.d8.loss_mask": 0.4882166787981987, "decode.d8.loss_dice": 0.7101356029510498, "time": 0.5371208906173706, "memory": 7210, "step": 143750}
{"lr": 1.2730866722789503e-06, "data_time": 0.009529352188110352, "grad_norm": 82.73046340942383, "loss": 21.38903589248657, "decode.loss_cls": 0.511134279333055, "decode.loss_mask": 0.6218912571668624, "decode.loss_dice": 0.8114976942539215, "decode.d0.loss_cls": 2.0257821440696717, "decode.d0.loss_mask": 0.6714562088251114, "decode.d0.loss_dice": 0.9454582631587982, "decode.d1.loss_cls": 0.5181946322321892, "decode.d1.loss_mask": 0.64628486931324, "decode.d1.loss_dice": 0.9154417812824249, "decode.d2.loss_cls": 0.5212726291269064, "decode.d2.loss_mask": 0.6507560819387436, "decode.d2.loss_dice": 0.8648260742425918, "decode.d3.loss_cls": 0.5044016119092702, "decode.d3.loss_mask": 0.6184931188821793, "decode.d3.loss_dice": 0.8646571308374404, "decode.d4.loss_cls": 0.46804174724966285, "decode.d4.loss_mask": 0.6233135432004928, "decode.d4.loss_dice": 0.8474061384797096, "decode.d5.loss_cls": 0.4605829529464245, "decode.d5.loss_mask": 0.6213899165391922, "decode.d5.loss_dice": 0.8447736918926239, "decode.d6.loss_cls": 0.45199908409267664, "decode.d6.loss_mask": 0.628733703494072, "decode.d6.loss_dice": 0.8406021863222122, "decode.d7.loss_cls": 0.48170229122042657, "decode.d7.loss_mask": 0.6308693587779999, "decode.d7.loss_dice": 0.8407009467482567, "decode.d8.loss_cls": 0.5070050308480859, "decode.d8.loss_mask": 0.622918164730072, "decode.d8.loss_dice": 0.8274489045143127, "time": 0.5374747753143311, "memory": 7234, "step": 143800}
{"lr": 1.2695497740595936e-06, "data_time": 0.009743976593017577, "grad_norm": 99.12934875488281, "loss": 25.591276979446413, "decode.loss_cls": 0.581907644867897, "decode.loss_mask": 0.7229120075702667, "decode.loss_dice": 1.00627920627594, "decode.d0.loss_cls": 2.170732295513153, "decode.d0.loss_mask": 0.7965589493513108, "decode.d0.loss_dice": 1.2559667348861694, "decode.d1.loss_cls": 0.8166307665407657, "decode.d1.loss_mask": 0.7002134293317794, "decode.d1.loss_dice": 1.0762553572654725, "decode.d2.loss_cls": 0.668979211896658, "decode.d2.loss_mask": 0.7196059823036194, "decode.d2.loss_dice": 1.0881824672222138, "decode.d3.loss_cls": 0.6386411249637604, "decode.d3.loss_mask": 0.7161120072007179, "decode.d3.loss_dice": 1.050617752969265, "decode.d4.loss_cls": 0.618546898663044, "decode.d4.loss_mask": 0.701068751513958, "decode.d4.loss_dice": 1.0315594017505645, "decode.d5.loss_cls": 0.6627255260944367, "decode.d5.loss_mask": 0.7127611503005028, "decode.d5.loss_dice": 1.0292250961065292, "decode.d6.loss_cls": 0.588655486702919, "decode.d6.loss_mask": 0.6839362785220147, "decode.d6.loss_dice": 1.017740535736084, "decode.d7.loss_cls": 0.5847549855709075, "decode.d7.loss_mask": 0.6822963804006577, "decode.d7.loss_dice": 0.9963709726929665, "decode.d8.loss_cls": 0.5372641004621983, "decode.d8.loss_mask": 0.7221085250377655, "decode.d8.loss_dice": 1.0126691818237306, "time": 0.5393846750259399, "memory": 7277, "step": 143850}
{"lr": 1.266011780653946e-06, "data_time": 0.009433436393737792, "grad_norm": 89.90224494934083, "loss": 17.788425827026366, "decode.loss_cls": 0.2497856542468071, "decode.loss_mask": 0.5955868571996689, "decode.loss_dice": 0.7298843204975128, "decode.d0.loss_cls": 1.6356701612472535, "decode.d0.loss_mask": 0.6646953418850898, "decode.d0.loss_dice": 0.8545463234186172, "decode.d1.loss_cls": 0.3878425620496273, "decode.d1.loss_mask": 0.6179898321628571, "decode.d1.loss_dice": 0.7878295943140984, "decode.d2.loss_cls": 0.32909264639019964, "decode.d2.loss_mask": 0.6605554610490799, "decode.d2.loss_dice": 0.7864266708493233, "decode.d3.loss_cls": 0.28144568130373954, "decode.d3.loss_mask": 0.5889695838093758, "decode.d3.loss_dice": 0.7398110643029213, "decode.d4.loss_cls": 0.2697407200932503, "decode.d4.loss_mask": 0.5935572743415832, "decode.d4.loss_dice": 0.7426851034164429, "decode.d5.loss_cls": 0.27452315352857115, "decode.d5.loss_mask": 0.5755964234471321, "decode.d5.loss_dice": 0.7254482045769691, "decode.d6.loss_cls": 0.2869622655212879, "decode.d6.loss_mask": 0.5787579491734505, "decode.d6.loss_dice": 0.7150305017828942, "decode.d7.loss_cls": 0.21877710409462453, "decode.d7.loss_mask": 0.5874163642525673, "decode.d7.loss_dice": 0.7446005806326866, "decode.d8.loss_cls": 0.24888771660625936, "decode.d8.loss_mask": 0.5819473773241043, "decode.d8.loss_dice": 0.7343630939722061, "time": 0.5372398376464844, "memory": 7395, "step": 143900}
{"lr": 1.2624726883200967e-06, "data_time": 0.009493684768676758, "grad_norm": 93.64345703125, "loss": 19.378760051727294, "decode.loss_cls": 0.3863793682307005, "decode.loss_mask": 0.56424680352211, "decode.loss_dice": 0.7817584723234177, "decode.d0.loss_cls": 1.8771259427070617, "decode.d0.loss_mask": 0.591512456536293, "decode.d0.loss_dice": 0.9105475977063179, "decode.d1.loss_cls": 0.5291552923619747, "decode.d1.loss_mask": 0.5746960014104843, "decode.d1.loss_dice": 0.8707031399011612, "decode.d2.loss_cls": 0.4714533457532525, "decode.d2.loss_mask": 0.5818423509597779, "decode.d2.loss_dice": 0.8251896798610687, "decode.d3.loss_cls": 0.39567187894135714, "decode.d3.loss_mask": 0.5508554816246033, "decode.d3.loss_dice": 0.8016789257526398, "decode.d4.loss_cls": 0.36865333169698716, "decode.d4.loss_mask": 0.5563298523426056, "decode.d4.loss_dice": 0.8119437620043755, "decode.d5.loss_cls": 0.4035468854010105, "decode.d5.loss_mask": 0.5505924329161644, "decode.d5.loss_dice": 0.7952017545700073, "decode.d6.loss_cls": 0.36519046444445846, "decode.d6.loss_mask": 0.5674096271395683, "decode.d6.loss_dice": 0.804853831231594, "decode.d7.loss_cls": 0.36815294437110424, "decode.d7.loss_mask": 0.5669180795550346, "decode.d7.loss_dice": 0.7825136959552765, "decode.d8.loss_cls": 0.34881494864821433, "decode.d8.loss_mask": 0.5708006739616394, "decode.d8.loss_dice": 0.8050219610333442, "time": 0.5369389772415161, "memory": 7206, "step": 143950}
{"lr": 1.2589324932916478e-06, "data_time": 0.009712982177734374, "grad_norm": 88.16162376403808, "loss": 20.64571409225464, "decode.loss_cls": 0.3693000335246325, "decode.loss_mask": 0.6286466985940933, "decode.loss_dice": 0.7892014026641846, "decode.d0.loss_cls": 2.143613064289093, "decode.d0.loss_mask": 0.7088503241539001, "decode.d0.loss_dice": 0.9454196214675903, "decode.d1.loss_cls": 0.5375349462032318, "decode.d1.loss_mask": 0.6755608439445495, "decode.d1.loss_dice": 0.8527873784303666, "decode.d2.loss_cls": 0.48448106199502944, "decode.d2.loss_mask": 0.6550425469875336, "decode.d2.loss_dice": 0.8275295749306679, "decode.d3.loss_cls": 0.47648039236664774, "decode.d3.loss_mask": 0.6246200174093246, "decode.d3.loss_dice": 0.7960699170827865, "decode.d4.loss_cls": 0.4173618756234646, "decode.d4.loss_mask": 0.6303598463535309, "decode.d4.loss_dice": 0.8294850260019302, "decode.d5.loss_cls": 0.3990602731704712, "decode.d5.loss_mask": 0.6267614752054215, "decode.d5.loss_dice": 0.7927006244659424, "decode.d6.loss_cls": 0.4023544266819954, "decode.d6.loss_mask": 0.6262863337993622, "decode.d6.loss_dice": 0.80087970495224, "decode.d7.loss_cls": 0.37465807870030404, "decode.d7.loss_mask": 0.6279678821563721, "decode.d7.loss_dice": 0.804286876320839, "decode.d8.loss_cls": 0.36653232388198376, "decode.d8.loss_mask": 0.633350071310997, "decode.d8.loss_dice": 0.7985307574272156, "time": 0.5378571510314941, "memory": 7241, "step": 144000}
{"lr": 1.2553911917774805e-06, "data_time": 0.009514379501342773, "grad_norm": 81.59886474609375, "loss": 23.88584957122803, "decode.loss_cls": 0.45734694683924315, "decode.loss_mask": 0.6512856125831604, "decode.loss_dice": 0.9355915188789368, "decode.d0.loss_cls": 2.2173892974853517, "decode.d0.loss_mask": 0.7460802227258683, "decode.d0.loss_dice": 1.1687284111976624, "decode.d1.loss_cls": 0.7067274898290634, "decode.d1.loss_mask": 0.6786595493555069, "decode.d1.loss_dice": 1.1101271897554397, "decode.d2.loss_cls": 0.6113530736416578, "decode.d2.loss_mask": 0.6741457939147949, "decode.d2.loss_dice": 1.0199606716632843, "decode.d3.loss_cls": 0.5498042717576027, "decode.d3.loss_mask": 0.6773678541183472, "decode.d3.loss_dice": 0.9825238764286042, "decode.d4.loss_cls": 0.5793258881196379, "decode.d4.loss_mask": 0.6724563807249069, "decode.d4.loss_dice": 0.9911263465881348, "decode.d5.loss_cls": 0.5201667562127114, "decode.d5.loss_mask": 0.6750051736831665, "decode.d5.loss_dice": 0.9886013031005859, "decode.d6.loss_cls": 0.5342536311596632, "decode.d6.loss_mask": 0.6533304899930954, "decode.d6.loss_dice": 0.9418782085180283, "decode.d7.loss_cls": 0.5166946865618229, "decode.d7.loss_mask": 0.6456035792827606, "decode.d7.loss_dice": 0.9454840302467347, "decode.d8.loss_cls": 0.43365332055836914, "decode.d8.loss_mask": 0.6588845402002335, "decode.d8.loss_dice": 0.9422944158315658, "time": 0.5365881204605103, "memory": 7260, "step": 144050}
{"lr": 1.2518487799615188e-06, "data_time": 0.009281492233276368, "grad_norm": 84.50446243286133, "loss": 24.04315757751465, "decode.loss_cls": 0.4058092996478081, "decode.loss_mask": 0.6578526139259339, "decode.loss_dice": 1.022488498687744, "decode.d0.loss_cls": 2.3811474323272703, "decode.d0.loss_mask": 0.7094096690416336, "decode.d0.loss_dice": 1.1139701008796692, "decode.d1.loss_cls": 0.6715667247772217, "decode.d1.loss_mask": 0.703523576259613, "decode.d1.loss_dice": 1.1019015550613402, "decode.d2.loss_cls": 0.6073272079229355, "decode.d2.loss_mask": 0.6777996987104415, "decode.d2.loss_dice": 1.0531964272260665, "decode.d3.loss_cls": 0.5174205064773559, "decode.d3.loss_mask": 0.6817651599645614, "decode.d3.loss_dice": 1.066861230134964, "decode.d4.loss_cls": 0.49035384953022004, "decode.d4.loss_mask": 0.6662082731723785, "decode.d4.loss_dice": 1.0432804584503175, "decode.d5.loss_cls": 0.4075981229543686, "decode.d5.loss_mask": 0.659431990981102, "decode.d5.loss_dice": 1.0259192317724228, "decode.d6.loss_cls": 0.3983082264661789, "decode.d6.loss_mask": 0.6637953370809555, "decode.d6.loss_dice": 1.0515834510326385, "decode.d7.loss_cls": 0.4522599130868912, "decode.d7.loss_mask": 0.6553599596023559, "decode.d7.loss_dice": 1.0231620579957963, "decode.d8.loss_cls": 0.44959649443626404, "decode.d8.loss_mask": 0.654173019528389, "decode.d8.loss_dice": 1.0300876021385192, "time": 0.5377476453781128, "memory": 7206, "step": 144100}
{"lr": 1.2483052540024786e-06, "data_time": 0.009293937683105468, "grad_norm": 78.93644409179687, "loss": 20.770319414138793, "decode.loss_cls": 0.3343289628624916, "decode.loss_mask": 0.6066044673323632, "decode.loss_dice": 0.9208166003227234, "decode.d0.loss_cls": 1.7495262622833252, "decode.d0.loss_mask": 0.6373665422201157, "decode.d0.loss_dice": 1.0798283129930497, "decode.d1.loss_cls": 0.49776972979307177, "decode.d1.loss_mask": 0.599814510345459, "decode.d1.loss_dice": 1.004822129011154, "decode.d2.loss_cls": 0.5276681140065194, "decode.d2.loss_mask": 0.5911235928535461, "decode.d2.loss_dice": 0.9782061398029327, "decode.d3.loss_cls": 0.43013375997543335, "decode.d3.loss_mask": 0.5880013346672058, "decode.d3.loss_dice": 0.914603304862976, "decode.d4.loss_cls": 0.36106288656592367, "decode.d4.loss_mask": 0.5861420720815659, "decode.d4.loss_dice": 0.9305170267820358, "decode.d5.loss_cls": 0.3380019709467888, "decode.d5.loss_mask": 0.594842529296875, "decode.d5.loss_dice": 0.9395714640617371, "decode.d6.loss_cls": 0.34302878081798555, "decode.d6.loss_mask": 0.6054297119379044, "decode.d6.loss_dice": 0.9370219320058822, "decode.d7.loss_cls": 0.3311180740594864, "decode.d7.loss_mask": 0.5958603948354722, "decode.d7.loss_dice": 0.9132401287555695, "decode.d8.loss_cls": 0.30990627929568293, "decode.d8.loss_mask": 0.5968788683414459, "decode.d8.loss_dice": 0.9270835489034652, "time": 0.5646288633346558, "memory": 7216, "step": 144150}
{"lr": 1.2447606100336261e-06, "data_time": 0.00938851833343506, "grad_norm": 85.16290550231933, "loss": 24.674097633361818, "decode.loss_cls": 0.3740524224936962, "decode.loss_mask": 0.7429488360881805, "decode.loss_dice": 1.0215140879154205, "decode.d0.loss_cls": 2.1796955347061155, "decode.d0.loss_mask": 0.8711529731750488, "decode.d0.loss_dice": 1.212517300248146, "decode.d1.loss_cls": 0.6742140084505082, "decode.d1.loss_mask": 0.8335747689008712, "decode.d1.loss_dice": 1.1643750995397568, "decode.d2.loss_cls": 0.55802241563797, "decode.d2.loss_mask": 0.7740492582321167, "decode.d2.loss_dice": 1.0926000893115997, "decode.d3.loss_cls": 0.542490205168724, "decode.d3.loss_mask": 0.7475672334432601, "decode.d3.loss_dice": 1.0547770619392396, "decode.d4.loss_cls": 0.48112040758132935, "decode.d4.loss_mask": 0.7647165894508362, "decode.d4.loss_dice": 1.0259125500917434, "decode.d5.loss_cls": 0.4487062573432922, "decode.d5.loss_mask": 0.7402651876211166, "decode.d5.loss_dice": 1.0021820604801177, "decode.d6.loss_cls": 0.38129514157772065, "decode.d6.loss_mask": 0.7370481044054031, "decode.d6.loss_dice": 1.0035680145025254, "decode.d7.loss_cls": 0.38302467837929727, "decode.d7.loss_mask": 0.7377728313207627, "decode.d7.loss_dice": 1.0107724487781524, "decode.d8.loss_cls": 0.3965718537569046, "decode.d8.loss_mask": 0.72445427775383, "decode.d8.loss_dice": 0.9931371748447418, "time": 0.5358947038650512, "memory": 7243, "step": 144200}
{"lr": 1.2412148441625254e-06, "data_time": 0.009339594841003418, "grad_norm": 86.43341979980468, "loss": 16.647153759002684, "decode.loss_cls": 0.30998867005109787, "decode.loss_mask": 0.4134041056036949, "decode.loss_dice": 0.6978544816374779, "decode.d0.loss_cls": 1.9725847363471984, "decode.d0.loss_mask": 0.49669142365455626, "decode.d0.loss_dice": 0.7900858581066131, "decode.d1.loss_cls": 0.5365090847015381, "decode.d1.loss_mask": 0.4485397383570671, "decode.d1.loss_dice": 0.7332779854536057, "decode.d2.loss_cls": 0.44656488969922065, "decode.d2.loss_mask": 0.4400084584951401, "decode.d2.loss_dice": 0.6809391051530838, "decode.d3.loss_cls": 0.38084385693073275, "decode.d3.loss_mask": 0.4384845897555351, "decode.d3.loss_dice": 0.7059372365474701, "decode.d4.loss_cls": 0.3231982059776783, "decode.d4.loss_mask": 0.430730539560318, "decode.d4.loss_dice": 0.7275122970342636, "decode.d5.loss_cls": 0.32180546447634695, "decode.d5.loss_mask": 0.4262740582227707, "decode.d5.loss_dice": 0.7070429012179374, "decode.d6.loss_cls": 0.28181930631399155, "decode.d6.loss_mask": 0.41714673936367036, "decode.d6.loss_dice": 0.7086790725588799, "decode.d7.loss_cls": 0.2775396339595318, "decode.d7.loss_mask": 0.4217109322547913, "decode.d7.loss_dice": 0.7069777488708496, "decode.d8.loss_cls": 0.28434410989284514, "decode.d8.loss_mask": 0.4130298554897308, "decode.d8.loss_dice": 0.7076292246580124, "time": 0.5681691408157349, "memory": 7220, "step": 144250}
{"lr": 1.237667952470788e-06, "data_time": 0.009431028366088867, "grad_norm": 95.74240036010742, "loss": 23.32776689529419, "decode.loss_cls": 0.35006791949272154, "decode.loss_mask": 0.7005570739507675, "decode.loss_dice": 0.9089599072933197, "decode.d0.loss_cls": 2.425245487689972, "decode.d0.loss_mask": 0.7559906393289566, "decode.d0.loss_dice": 1.099190205335617, "decode.d1.loss_cls": 0.638776995241642, "decode.d1.loss_mask": 0.7389286816120147, "decode.d1.loss_dice": 1.059022980928421, "decode.d2.loss_cls": 0.5031025886535645, "decode.d2.loss_mask": 0.6987749367952347, "decode.d2.loss_dice": 0.9976806581020355, "decode.d3.loss_cls": 0.4513335406780243, "decode.d3.loss_mask": 0.710117980837822, "decode.d3.loss_dice": 0.9746281713247299, "decode.d4.loss_cls": 0.43967426344752314, "decode.d4.loss_mask": 0.7086176842451095, "decode.d4.loss_dice": 0.9524110615253448, "decode.d5.loss_cls": 0.4041366994380951, "decode.d5.loss_mask": 0.6980279684066772, "decode.d5.loss_dice": 0.9496537625789643, "decode.d6.loss_cls": 0.410954549908638, "decode.d6.loss_mask": 0.6910562664270401, "decode.d6.loss_dice": 0.9202866792678833, "decode.d7.loss_cls": 0.4433197543025017, "decode.d7.loss_mask": 0.6998974025249481, "decode.d7.loss_dice": 0.9883677244186402, "decode.d8.loss_cls": 0.3728804409503937, "decode.d8.loss_mask": 0.7111706018447876, "decode.d8.loss_dice": 0.9249339491128922, "time": 0.5622972965240478, "memory": 7233, "step": 144300}
{"lr": 1.2341199310138136e-06, "data_time": 0.009595966339111328, "grad_norm": 89.56346969604492, "loss": 22.038650798797608, "decode.loss_cls": 0.2467640068382025, "decode.loss_mask": 0.6957281231880188, "decode.loss_dice": 0.9821534276008606, "decode.d0.loss_cls": 2.143900680541992, "decode.d0.loss_mask": 0.7335559576749802, "decode.d0.loss_dice": 1.1147945821285248, "decode.d1.loss_cls": 0.4890411674976349, "decode.d1.loss_mask": 0.70860715508461, "decode.d1.loss_dice": 1.0495508551597594, "decode.d2.loss_cls": 0.3731385558843613, "decode.d2.loss_mask": 0.7024524092674256, "decode.d2.loss_dice": 1.023438036441803, "decode.d3.loss_cls": 0.335079500079155, "decode.d3.loss_mask": 0.6963012665510178, "decode.d3.loss_dice": 1.0100410759449006, "decode.d4.loss_cls": 0.2932163268327713, "decode.d4.loss_mask": 0.6938069224357605, "decode.d4.loss_dice": 0.9840962409973144, "decode.d5.loss_cls": 0.2938180021941662, "decode.d5.loss_mask": 0.68567253947258, "decode.d5.loss_dice": 0.9786226332187653, "decode.d6.loss_cls": 0.2709143914282322, "decode.d6.loss_mask": 0.6906788349151611, "decode.d6.loss_dice": 0.9802009701728821, "decode.d7.loss_cls": 0.2556494317948818, "decode.d7.loss_mask": 0.6835209339857101, "decode.d7.loss_dice": 0.9772626757621765, "decode.d8.loss_cls": 0.27147593125700953, "decode.d8.loss_mask": 0.6867516338825226, "decode.d8.loss_dice": 0.9884159743785859, "time": 0.5366702556610108, "memory": 7230, "step": 144350}
{"lr": 1.2305707758205355e-06, "data_time": 0.009413385391235351, "grad_norm": 80.31482543945313, "loss": 17.994390058517457, "decode.loss_cls": 0.3510060040280223, "decode.loss_mask": 0.4499414175748825, "decode.loss_dice": 0.7661574065685273, "decode.d0.loss_cls": 1.928661161661148, "decode.d0.loss_mask": 0.506799703836441, "decode.d0.loss_dice": 0.9046132653951645, "decode.d1.loss_cls": 0.5137645617127419, "decode.d1.loss_mask": 0.48642699122428895, "decode.d1.loss_dice": 0.8483296498656273, "decode.d2.loss_cls": 0.46735068783164024, "decode.d2.loss_mask": 0.46196014136075975, "decode.d2.loss_dice": 0.8014366909861564, "decode.d3.loss_cls": 0.41683138757944105, "decode.d3.loss_mask": 0.450411719083786, "decode.d3.loss_dice": 0.7912992976605893, "decode.d4.loss_cls": 0.3414493229240179, "decode.d4.loss_mask": 0.4506385177373886, "decode.d4.loss_dice": 0.7772294342517853, "decode.d5.loss_cls": 0.28662447482347486, "decode.d5.loss_mask": 0.48885905295610427, "decode.d5.loss_dice": 0.8020728215575218, "decode.d6.loss_cls": 0.29084637463092805, "decode.d6.loss_mask": 0.48747910261154176, "decode.d6.loss_dice": 0.8015120923519135, "decode.d7.loss_cls": 0.3195634032599628, "decode.d7.loss_mask": 0.48461509495973587, "decode.d7.loss_dice": 0.791716630756855, "decode.d8.loss_cls": 0.2969551708549261, "decode.d8.loss_mask": 0.45204023122787473, "decode.d8.loss_dice": 0.7777978718280792, "time": 0.5372913599014282, "memory": 7232, "step": 144400}
{"lr": 1.22702048289315e-06, "data_time": 0.009194755554199218, "grad_norm": 89.62330474853516, "loss": 20.938495254516603, "decode.loss_cls": 0.3773956477642059, "decode.loss_mask": 0.5252780899405479, "decode.loss_dice": 0.8774231106042862, "decode.d0.loss_cls": 2.1185651540756227, "decode.d0.loss_mask": 0.6064943090081215, "decode.d0.loss_dice": 0.9999320268630981, "decode.d1.loss_cls": 0.6758728116750717, "decode.d1.loss_mask": 0.564534316956997, "decode.d1.loss_dice": 0.9275173544883728, "decode.d2.loss_cls": 0.5171822898089886, "decode.d2.loss_mask": 0.5539569839835167, "decode.d2.loss_dice": 0.9308787971735001, "decode.d3.loss_cls": 0.5076461344957351, "decode.d3.loss_mask": 0.5365199401974678, "decode.d3.loss_dice": 0.8839603722095489, "decode.d4.loss_cls": 0.4826145939528942, "decode.d4.loss_mask": 0.5306244939565659, "decode.d4.loss_dice": 0.9087074220180511, "decode.d5.loss_cls": 0.46887283846735955, "decode.d5.loss_mask": 0.5255733892321587, "decode.d5.loss_dice": 0.8771395742893219, "decode.d6.loss_cls": 0.4642017506062984, "decode.d6.loss_mask": 0.5271600991487503, "decode.d6.loss_dice": 0.8746752172708512, "decode.d7.loss_cls": 0.4747700408101082, "decode.d7.loss_mask": 0.5196957305073738, "decode.d7.loss_dice": 0.8433253020048141, "decode.d8.loss_cls": 0.45042990893125534, "decode.d8.loss_mask": 0.5181065231561661, "decode.d8.loss_dice": 0.8694415003061294, "time": 0.5371423721313476, "memory": 7228, "step": 144450}
{"lr": 1.223469048206859e-06, "data_time": 0.009433650970458984, "grad_norm": 86.7245719909668, "loss": 17.27534215450287, "decode.loss_cls": 0.1727208061143756, "decode.loss_mask": 0.5645968586206436, "decode.loss_dice": 0.7235503897070885, "decode.d0.loss_cls": 1.7503929316997529, "decode.d0.loss_mask": 0.5876917883753776, "decode.d0.loss_dice": 0.8765620395541192, "decode.d1.loss_cls": 0.37687949780374763, "decode.d1.loss_mask": 0.566896790266037, "decode.d1.loss_dice": 0.8102045699954032, "decode.d2.loss_cls": 0.3003667384386063, "decode.d2.loss_mask": 0.5753626123070716, "decode.d2.loss_dice": 0.7798771828413009, "decode.d3.loss_cls": 0.26826952658593656, "decode.d3.loss_mask": 0.5662502765655517, "decode.d3.loss_dice": 0.754429130256176, "decode.d4.loss_cls": 0.23670921996235847, "decode.d4.loss_mask": 0.5598444253206253, "decode.d4.loss_dice": 0.7801387682557106, "decode.d5.loss_cls": 0.21441742442548276, "decode.d5.loss_mask": 0.5604695998132229, "decode.d5.loss_dice": 0.7480331286787987, "decode.d6.loss_cls": 0.199500272795558, "decode.d6.loss_mask": 0.5690905675292015, "decode.d6.loss_dice": 0.7317194938659668, "decode.d7.loss_cls": 0.18109987154603005, "decode.d7.loss_mask": 0.5666929513216019, "decode.d7.loss_dice": 0.7483631625771523, "decode.d8.loss_cls": 0.17070642150938511, "decode.d8.loss_mask": 0.5706804364919662, "decode.d8.loss_dice": 0.7638249501585961, "time": 0.539807391166687, "memory": 7297, "step": 144500}
{"lr": 1.2199164677095903e-06, "data_time": 0.009549117088317871, "grad_norm": 104.16849975585937, "loss": 21.183153438568116, "decode.loss_cls": 0.5131112027913332, "decode.loss_mask": 0.545938128232956, "decode.loss_dice": 0.7732836931943894, "decode.d0.loss_cls": 2.234514129161835, "decode.d0.loss_mask": 0.6568237125873566, "decode.d0.loss_dice": 0.9132579088211059, "decode.d1.loss_cls": 0.6727380588650703, "decode.d1.loss_mask": 0.5840571701526642, "decode.d1.loss_dice": 0.8476958006620408, "decode.d2.loss_cls": 0.657582950592041, "decode.d2.loss_mask": 0.5768589943647384, "decode.d2.loss_dice": 0.8066060662269592, "decode.d3.loss_cls": 0.6103879373520613, "decode.d3.loss_mask": 0.556654854118824, "decode.d3.loss_dice": 0.7829794973134995, "decode.d4.loss_cls": 0.6141998317092657, "decode.d4.loss_mask": 0.5558238655328751, "decode.d4.loss_dice": 0.7762972921133041, "decode.d5.loss_cls": 0.5623690184205771, "decode.d5.loss_mask": 0.5432175040245056, "decode.d5.loss_dice": 0.7828893303871155, "decode.d6.loss_cls": 0.5833470024168491, "decode.d6.loss_mask": 0.5445540234446525, "decode.d6.loss_dice": 0.7951032102108002, "decode.d7.loss_cls": 0.5076803982257843, "decode.d7.loss_mask": 0.5548446774482727, "decode.d7.loss_dice": 0.7642771244049072, "decode.d8.loss_cls": 0.5333131704479456, "decode.d8.loss_mask": 0.5492926970124244, "decode.d8.loss_dice": 0.7834541499614716, "time": 0.5374660730361939, "memory": 7216, "step": 144550}
{"lr": 1.2163627373217314e-06, "data_time": 0.009074759483337403, "grad_norm": 96.05854721069336, "loss": 15.93578999042511, "decode.loss_cls": 0.36254005543887613, "decode.loss_mask": 0.4639913335442543, "decode.loss_dice": 0.5149605467915535, "decode.d0.loss_cls": 1.732032263278961, "decode.d0.loss_mask": 0.6092489719390869, "decode.d0.loss_dice": 0.6982878781855106, "decode.d1.loss_cls": 0.51794492918998, "decode.d1.loss_mask": 0.4853435352444649, "decode.d1.loss_dice": 0.6211982131004333, "decode.d2.loss_cls": 0.474545024568215, "decode.d2.loss_mask": 0.4744439020752907, "decode.d2.loss_dice": 0.5652057081460953, "decode.d3.loss_cls": 0.4188227729871869, "decode.d3.loss_mask": 0.48072624057531355, "decode.d3.loss_dice": 0.5572091057896614, "decode.d4.loss_cls": 0.38764585796743634, "decode.d4.loss_mask": 0.48048402518033984, "decode.d4.loss_dice": 0.5532763943076133, "decode.d5.loss_cls": 0.3693338820710778, "decode.d5.loss_mask": 0.4876595616340637, "decode.d5.loss_dice": 0.576335272192955, "decode.d6.loss_cls": 0.3821066292002797, "decode.d6.loss_mask": 0.47878182381391526, "decode.d6.loss_dice": 0.5305951043963433, "decode.d7.loss_cls": 0.35365093797445296, "decode.d7.loss_mask": 0.4753144457936287, "decode.d7.loss_dice": 0.5309148132801056, "decode.d8.loss_cls": 0.3645352358929813, "decode.d8.loss_mask": 0.46530852317810056, "decode.d8.loss_dice": 0.5233471363782882, "time": 0.5633856773376464, "memory": 7231, "step": 144600}
{"lr": 1.2128078529358488e-06, "data_time": 0.009504055976867676, "grad_norm": 98.79829025268555, "loss": 19.45298366546631, "decode.loss_cls": 0.3595402598381042, "decode.loss_mask": 0.5445348054170609, "decode.loss_dice": 0.7963570684194565, "decode.d0.loss_cls": 2.095021092891693, "decode.d0.loss_mask": 0.6171809017658234, "decode.d0.loss_dice": 0.9004190325736999, "decode.d1.loss_cls": 0.526320967078209, "decode.d1.loss_mask": 0.559553524851799, "decode.d1.loss_dice": 0.8518878072500229, "decode.d2.loss_cls": 0.45139565169811247, "decode.d2.loss_mask": 0.5553950667381287, "decode.d2.loss_dice": 0.8303296238183975, "decode.d3.loss_cls": 0.4141034334897995, "decode.d3.loss_mask": 0.5588618695735932, "decode.d3.loss_dice": 0.7856319695711136, "decode.d4.loss_cls": 0.3714000001549721, "decode.d4.loss_mask": 0.5512774258852005, "decode.d4.loss_dice": 0.7792290359735489, "decode.d5.loss_cls": 0.3971503049135208, "decode.d5.loss_mask": 0.5571422517299652, "decode.d5.loss_dice": 0.795066374540329, "decode.d6.loss_cls": 0.3548873409628868, "decode.d6.loss_mask": 0.5527870386838913, "decode.d6.loss_dice": 0.7896843045949936, "decode.d7.loss_cls": 0.399276140332222, "decode.d7.loss_mask": 0.5439902752637863, "decode.d7.loss_dice": 0.8218836098909378, "decode.d8.loss_cls": 0.3705509379506111, "decode.d8.loss_mask": 0.5422364562749863, "decode.d8.loss_dice": 0.7798893004655838, "time": 0.5375668048858643, "memory": 7225, "step": 144650}
{"lr": 1.209251810416409e-06, "data_time": 0.009473538398742676, "grad_norm": 94.3239959716797, "loss": 17.25276165008545, "decode.loss_cls": 0.21809776611626147, "decode.loss_mask": 0.5541680708527565, "decode.loss_dice": 0.6980144888162613, "decode.d0.loss_cls": 1.7394094705581664, "decode.d0.loss_mask": 0.6358134254813195, "decode.d0.loss_dice": 0.8119955152273178, "decode.d1.loss_cls": 0.41636227890849115, "decode.d1.loss_mask": 0.5928210854530335, "decode.d1.loss_dice": 0.7437315583229065, "decode.d2.loss_cls": 0.392581657320261, "decode.d2.loss_mask": 0.5711689040064811, "decode.d2.loss_dice": 0.736300778388977, "decode.d3.loss_cls": 0.3124817255884409, "decode.d3.loss_mask": 0.559871056675911, "decode.d3.loss_dice": 0.7132235258817673, "decode.d4.loss_cls": 0.28216216824948787, "decode.d4.loss_mask": 0.5581237822771072, "decode.d4.loss_dice": 0.7048609495162964, "decode.d5.loss_cls": 0.24862234704196454, "decode.d5.loss_mask": 0.555250295996666, "decode.d5.loss_dice": 0.7006130710244178, "decode.d6.loss_cls": 0.24470138624310495, "decode.d6.loss_mask": 0.5592792868614197, "decode.d6.loss_dice": 0.7014830768108368, "decode.d7.loss_cls": 0.2485392142087221, "decode.d7.loss_mask": 0.5476434320211411, "decode.d7.loss_dice": 0.6962669551372528, "decode.d8.loss_cls": 0.23614864163100718, "decode.d8.loss_mask": 0.5588817343115806, "decode.d8.loss_dice": 0.7141437292098999, "time": 0.5633522748947144, "memory": 7251, "step": 144700}
{"lr": 1.2056946055994903e-06, "data_time": 0.00938103199005127, "grad_norm": 89.44285583496094, "loss": 18.801255846023558, "decode.loss_cls": 0.2955151699483395, "decode.loss_mask": 0.43586342930793764, "decode.loss_dice": 0.8440540492534637, "decode.d0.loss_cls": 2.096791934967041, "decode.d0.loss_mask": 0.4983061522245407, "decode.d0.loss_dice": 1.024745523929596, "decode.d1.loss_cls": 0.5770942091941833, "decode.d1.loss_mask": 0.46987066268920896, "decode.d1.loss_dice": 0.9692464798688889, "decode.d2.loss_cls": 0.4439315482974052, "decode.d2.loss_mask": 0.45066681653261187, "decode.d2.loss_dice": 0.8721880853176117, "decode.d3.loss_cls": 0.38336049020290375, "decode.d3.loss_mask": 0.4291957914829254, "decode.d3.loss_dice": 0.8793311983346939, "decode.d4.loss_cls": 0.39019473269581795, "decode.d4.loss_mask": 0.42834644615650175, "decode.d4.loss_dice": 0.844396534562111, "decode.d5.loss_cls": 0.3636044688522816, "decode.d5.loss_mask": 0.42894125133752825, "decode.d5.loss_dice": 0.856689527630806, "decode.d6.loss_cls": 0.3500234462320805, "decode.d6.loss_mask": 0.4256677895784378, "decode.d6.loss_dice": 0.8403589427471161, "decode.d7.loss_cls": 0.3701499953866005, "decode.d7.loss_mask": 0.42271004915237426, "decode.d7.loss_dice": 0.8172536730766297, "decode.d8.loss_cls": 0.3127334419637918, "decode.d8.loss_mask": 0.42350858002901076, "decode.d8.loss_dice": 0.8565165638923645, "time": 0.5624217510223388, "memory": 7301, "step": 144750}
{"lr": 1.202136234292499e-06, "data_time": 0.009296536445617676, "grad_norm": 99.89630126953125, "loss": 21.248411846160888, "decode.loss_cls": 0.4071912370622158, "decode.loss_mask": 0.5669904053211212, "decode.loss_dice": 0.8434299826622009, "decode.d0.loss_cls": 2.1986926794052124, "decode.d0.loss_mask": 0.6436183273792266, "decode.d0.loss_dice": 1.0082976639270782, "decode.d1.loss_cls": 0.6680507004261017, "decode.d1.loss_mask": 0.5982684686779975, "decode.d1.loss_dice": 0.8957444339990616, "decode.d2.loss_cls": 0.5429254293441772, "decode.d2.loss_mask": 0.5817854285240174, "decode.d2.loss_dice": 0.8945201486349106, "decode.d3.loss_cls": 0.5627658098936081, "decode.d3.loss_mask": 0.5707179084420204, "decode.d3.loss_dice": 0.8459545820951462, "decode.d4.loss_cls": 0.4357598960399628, "decode.d4.loss_mask": 0.5849755525588989, "decode.d4.loss_dice": 0.8567808121442795, "decode.d5.loss_cls": 0.5051106899976731, "decode.d5.loss_mask": 0.570704311132431, "decode.d5.loss_dice": 0.8554048478603363, "decode.d6.loss_cls": 0.49273531809449195, "decode.d6.loss_mask": 0.5686492145061492, "decode.d6.loss_dice": 0.8395776122808456, "decode.d7.loss_cls": 0.430023193359375, "decode.d7.loss_mask": 0.5741485804319382, "decode.d7.loss_dice": 0.8591698288917542, "decode.d8.loss_cls": 0.3891781739890575, "decode.d8.loss_mask": 0.5774794474244118, "decode.d8.loss_dice": 0.8797607243061065, "time": 0.5360458374023438, "memory": 7253, "step": 144800}
{"lr": 1.1985766922738718e-06, "data_time": 0.009380650520324708, "grad_norm": 94.63357887268066, "loss": 21.709932708740233, "decode.loss_cls": 0.2739014267921448, "decode.loss_mask": 0.7099422961473465, "decode.loss_dice": 0.9507767200469971, "decode.d0.loss_cls": 1.7977162718772888, "decode.d0.loss_mask": 0.7637015342712402, "decode.d0.loss_dice": 1.0568780064582826, "decode.d1.loss_cls": 0.4484554477035999, "decode.d1.loss_mask": 0.7029759407043457, "decode.d1.loss_dice": 0.9940821528434753, "decode.d2.loss_cls": 0.41503095664083955, "decode.d2.loss_mask": 0.7134222358465194, "decode.d2.loss_dice": 0.994301825761795, "decode.d3.loss_cls": 0.3834011534228921, "decode.d3.loss_mask": 0.6991968929767609, "decode.d3.loss_dice": 0.9671596497297287, "decode.d4.loss_cls": 0.33368820548057554, "decode.d4.loss_mask": 0.7090948909521103, "decode.d4.loss_dice": 0.9572357684373856, "decode.d5.loss_cls": 0.29359357096254823, "decode.d5.loss_mask": 0.7104822903871536, "decode.d5.loss_dice": 0.9615550547838211, "decode.d6.loss_cls": 0.29502144567668437, "decode.d6.loss_mask": 0.7151549071073532, "decode.d6.loss_dice": 0.9806975990533828, "decode.d7.loss_cls": 0.2871690057218075, "decode.d7.loss_mask": 0.7173132240772248, "decode.d7.loss_dice": 0.9612090945243835, "decode.d8.loss_cls": 0.2676235442981124, "decode.d8.loss_mask": 0.7125859349966049, "decode.d8.loss_dice": 0.9365649610757828, "time": 0.562665867805481, "memory": 7264, "step": 144850}
{"lr": 1.1950159752927846e-06, "data_time": 0.009201455116271972, "grad_norm": 88.62810287475585, "loss": 23.4446928024292, "decode.loss_cls": 0.49201280549168586, "decode.loss_mask": 0.5434281170368195, "decode.loss_dice": 1.026505571603775, "decode.d0.loss_cls": 2.2436994910240173, "decode.d0.loss_mask": 0.5943665951490402, "decode.d0.loss_dice": 1.287484672665596, "decode.d1.loss_cls": 0.7441780984401702, "decode.d1.loss_mask": 0.5698993623256683, "decode.d1.loss_dice": 1.1250102311372756, "decode.d2.loss_cls": 0.7061193034052848, "decode.d2.loss_mask": 0.5377299666404725, "decode.d2.loss_dice": 1.0791905015707015, "decode.d3.loss_cls": 0.5455113500356674, "decode.d3.loss_mask": 0.5484653770923614, "decode.d3.loss_dice": 1.046618726849556, "decode.d4.loss_cls": 0.5294673077762126, "decode.d4.loss_mask": 0.5544170081615448, "decode.d4.loss_dice": 1.0450591027736664, "decode.d5.loss_cls": 0.46267559975385664, "decode.d5.loss_mask": 0.5596630364656449, "decode.d5.loss_dice": 1.0430328905582429, "decode.d6.loss_cls": 0.4751817800104618, "decode.d6.loss_mask": 0.5490627199411392, "decode.d6.loss_dice": 1.0127048909664154, "decode.d7.loss_cls": 0.4964441373944283, "decode.d7.loss_mask": 0.5502324551343918, "decode.d7.loss_dice": 1.0161343693733216, "decode.d8.loss_cls": 0.4730788543820381, "decode.d8.loss_mask": 0.5539752215147018, "decode.d8.loss_dice": 1.0333432465791703, "time": 0.5347096920013428, "memory": 7244, "step": 144900}
{"lr": 1.191454079068848e-06, "data_time": 0.009280633926391602, "grad_norm": 90.86473388671875, "loss": 20.3134295463562, "decode.loss_cls": 0.40268632024526596, "decode.loss_mask": 0.4679827317595482, "decode.loss_dice": 1.0044824808835984, "decode.d0.loss_cls": 1.780954396724701, "decode.d0.loss_mask": 0.5203723073005676, "decode.d0.loss_dice": 1.1595948070287705, "decode.d1.loss_cls": 0.5190065313130617, "decode.d1.loss_mask": 0.4831558644771576, "decode.d1.loss_dice": 1.075366261601448, "decode.d2.loss_cls": 0.3619895797222853, "decode.d2.loss_mask": 0.4684209078550339, "decode.d2.loss_dice": 1.04088554084301, "decode.d3.loss_cls": 0.3992144152522087, "decode.d3.loss_mask": 0.45039480477571486, "decode.d3.loss_dice": 1.0173497021198272, "decode.d4.loss_cls": 0.41947738118469713, "decode.d4.loss_mask": 0.44896544367074964, "decode.d4.loss_dice": 1.0119084775447846, "decode.d5.loss_cls": 0.3963388675823808, "decode.d5.loss_mask": 0.4544680267572403, "decode.d5.loss_dice": 1.0040348201990128, "decode.d6.loss_cls": 0.30188501682132485, "decode.d6.loss_mask": 0.4749199166893959, "decode.d6.loss_dice": 1.0263238489627837, "decode.d7.loss_cls": 0.3387913279235363, "decode.d7.loss_mask": 0.46903120875358584, "decode.d7.loss_dice": 1.0334459781646728, "decode.d8.loss_cls": 0.28232304118573665, "decode.d8.loss_mask": 0.47599889487028124, "decode.d8.loss_dice": 1.0236617982387544, "time": 0.5329543113708496, "memory": 7218, "step": 144950}
{"lr": 1.1878909992918068e-06, "data_time": 0.009496712684631347, "grad_norm": 101.84856910705567, "loss": 21.31384162902832, "decode.loss_cls": 0.4914000332355499, "decode.loss_mask": 0.6654495447874069, "decode.loss_dice": 0.7727060049772263, "decode.d0.loss_cls": 1.8140418529510498, "decode.d0.loss_mask": 0.706449156999588, "decode.d0.loss_dice": 0.8695693105459213, "decode.d1.loss_cls": 0.5993623241782189, "decode.d1.loss_mask": 0.673066908121109, "decode.d1.loss_dice": 0.8525538593530655, "decode.d2.loss_cls": 0.5677752748131752, "decode.d2.loss_mask": 0.6488942265510559, "decode.d2.loss_dice": 0.8110168248414993, "decode.d3.loss_cls": 0.5238520681858063, "decode.d3.loss_mask": 0.6526350051164627, "decode.d3.loss_dice": 0.7998671799898147, "decode.d4.loss_cls": 0.5780934780836106, "decode.d4.loss_mask": 0.6580600559711456, "decode.d4.loss_dice": 0.7980014443397522, "decode.d5.loss_cls": 0.5296449795365333, "decode.d5.loss_mask": 0.6566406428813935, "decode.d5.loss_dice": 0.7880626052618027, "decode.d6.loss_cls": 0.4542248323559761, "decode.d6.loss_mask": 0.6553105771541595, "decode.d6.loss_dice": 0.8083090037107468, "decode.d7.loss_cls": 0.46491158157587054, "decode.d7.loss_mask": 0.6599006563425064, "decode.d7.loss_dice": 0.8153269737958908, "decode.d8.loss_cls": 0.527717000246048, "decode.d8.loss_mask": 0.6660948872566224, "decode.d8.loss_dice": 0.8049029111862183, "time": 0.5338365316390992, "memory": 7224, "step": 145000}
{"aAcc": 84.31, "mIoU": 52.79, "mAcc": 65.98, "data_time": 0.0019088779312680917, "time": 0.1841603816742916, "step": 145000}
{"lr": 1.1843267316212253e-06, "data_time": 0.00952742099761963, "grad_norm": 96.90895004272461, "loss": 21.84313097000122, "decode.loss_cls": 0.31612263321876527, "decode.loss_mask": 0.630642956495285, "decode.loss_dice": 0.9599946588277817, "decode.d0.loss_cls": 1.8753908038139344, "decode.d0.loss_mask": 0.7156828999519348, "decode.d0.loss_dice": 1.1178922593593597, "decode.d1.loss_cls": 0.5327732637524605, "decode.d1.loss_mask": 0.6814681500196457, "decode.d1.loss_dice": 1.0935350060462952, "decode.d2.loss_cls": 0.47869573161005974, "decode.d2.loss_mask": 0.6615284353494644, "decode.d2.loss_dice": 1.0422931492328644, "decode.d3.loss_cls": 0.39372982233762743, "decode.d3.loss_mask": 0.635168832540512, "decode.d3.loss_dice": 0.9881354898214341, "decode.d4.loss_cls": 0.395368342846632, "decode.d4.loss_mask": 0.6092802196741104, "decode.d4.loss_dice": 0.9632167100906373, "decode.d5.loss_cls": 0.34976755604147913, "decode.d5.loss_mask": 0.6051391720771789, "decode.d5.loss_dice": 0.9973383456468582, "decode.d6.loss_cls": 0.37634680718183516, "decode.d6.loss_mask": 0.6005747437477111, "decode.d6.loss_dice": 0.9560945242643356, "decode.d7.loss_cls": 0.3760246127843857, "decode.d7.loss_mask": 0.5941688507795334, "decode.d7.loss_dice": 0.9398574829101562, "decode.d8.loss_cls": 0.3284545749425888, "decode.d8.loss_mask": 0.6238650619983673, "decode.d8.loss_dice": 1.004580122232437, "time": 0.5363454103469849, "memory": 7381, "step": 145050}
{"lr": 1.1807612716861786e-06, "data_time": 0.009344983100891113, "grad_norm": 88.87024993896485, "loss": 17.19483871459961, "decode.loss_cls": 0.25498805604875086, "decode.loss_mask": 0.5547731474041939, "decode.loss_dice": 0.6831215381622314, "decode.d0.loss_cls": 1.7653201222419739, "decode.d0.loss_mask": 0.6076835080981254, "decode.d0.loss_dice": 0.7998885847628117, "decode.d1.loss_cls": 0.3867639862000942, "decode.d1.loss_mask": 0.5793806284666061, "decode.d1.loss_dice": 0.7394158072769642, "decode.d2.loss_cls": 0.31777760609984396, "decode.d2.loss_mask": 0.5593168243765831, "decode.d2.loss_dice": 0.698285948485136, "decode.d3.loss_cls": 0.34056803211569786, "decode.d3.loss_mask": 0.5537206247448921, "decode.d3.loss_dice": 0.6917932376265525, "decode.d4.loss_cls": 0.30427631698548796, "decode.d4.loss_mask": 0.5511955082416534, "decode.d4.loss_dice": 0.6776618018746376, "decode.d5.loss_cls": 0.29197433553636076, "decode.d5.loss_mask": 0.555469723045826, "decode.d5.loss_dice": 0.6776452615857125, "decode.d6.loss_cls": 0.2950267128646374, "decode.d6.loss_mask": 0.5545734941959382, "decode.d6.loss_dice": 0.6707860887050628, "decode.d7.loss_cls": 0.270210687443614, "decode.d7.loss_mask": 0.557101172208786, "decode.d7.loss_dice": 0.6985447689890861, "decode.d8.loss_cls": 0.27615229934453966, "decode.d8.loss_mask": 0.5591075137257576, "decode.d8.loss_dice": 0.7223155826330185, "time": 0.5650872230529785, "memory": 7225, "step": 145100}
{"lr": 1.177194615084938e-06, "data_time": 0.00952916145324707, "grad_norm": 89.82524642944335, "loss": 25.183797883987427, "decode.loss_cls": 0.5154918093234301, "decode.loss_mask": 0.6945048451423645, "decode.loss_dice": 1.0356779277324677, "decode.d0.loss_cls": 2.2017147660255434, "decode.d0.loss_mask": 0.8358123213052749, "decode.d0.loss_dice": 1.2270502239465713, "decode.d1.loss_cls": 0.6361030034720898, "decode.d1.loss_mask": 0.7723196268081665, "decode.d1.loss_dice": 1.1551054000854493, "decode.d2.loss_cls": 0.5911361742764711, "decode.d2.loss_mask": 0.7183430671691895, "decode.d2.loss_dice": 1.0882763147354126, "decode.d3.loss_cls": 0.5636167485266924, "decode.d3.loss_mask": 0.7077617660164833, "decode.d3.loss_dice": 1.0969940364360808, "decode.d4.loss_cls": 0.5027773912996054, "decode.d4.loss_mask": 0.7060804471373558, "decode.d4.loss_dice": 1.0898197650909425, "decode.d5.loss_cls": 0.5444293994456529, "decode.d5.loss_mask": 0.7026778966188431, "decode.d5.loss_dice": 1.0827581763267518, "decode.d6.loss_cls": 0.5308989534154535, "decode.d6.loss_mask": 0.6854671150445938, "decode.d6.loss_dice": 1.0318996727466583, "decode.d7.loss_cls": 0.4871578227728605, "decode.d7.loss_mask": 0.6966940686106682, "decode.d7.loss_dice": 1.0580164313316345, "decode.d8.loss_cls": 0.4663874639198184, "decode.d8.loss_mask": 0.7024786651134491, "decode.d8.loss_dice": 1.0563476085662842, "time": 0.5379442691802978, "memory": 7253, "step": 145150}
{"lr": 1.1736267573846415e-06, "data_time": 0.009367084503173828, "grad_norm": 88.72751541137696, "loss": 19.996433782577515, "decode.loss_cls": 0.36238484382629393, "decode.loss_mask": 0.44430713206529615, "decode.loss_dice": 0.8926157996058464, "decode.d0.loss_cls": 2.1448376297950746, "decode.d0.loss_mask": 0.558776068687439, "decode.d0.loss_dice": 1.0609962925314904, "decode.d1.loss_cls": 0.6054110854864121, "decode.d1.loss_mask": 0.5083284050226211, "decode.d1.loss_dice": 0.9444955483078956, "decode.d2.loss_cls": 0.5677744247019291, "decode.d2.loss_mask": 0.46613785028457644, "decode.d2.loss_dice": 0.918767161667347, "decode.d3.loss_cls": 0.4470257431268692, "decode.d3.loss_mask": 0.46724316477775574, "decode.d3.loss_dice": 0.9012843742966652, "decode.d4.loss_cls": 0.4357538096606731, "decode.d4.loss_mask": 0.4554416507482529, "decode.d4.loss_dice": 0.9073689848184585, "decode.d5.loss_cls": 0.41671284213662146, "decode.d5.loss_mask": 0.4507989674806595, "decode.d5.loss_dice": 0.8706827998161316, "decode.d6.loss_cls": 0.40672627538442613, "decode.d6.loss_mask": 0.4491032809019089, "decode.d6.loss_dice": 0.9030029267072678, "decode.d7.loss_cls": 0.3767433188855648, "decode.d7.loss_mask": 0.4428170949220657, "decode.d7.loss_dice": 0.8700440332293511, "decode.d8.loss_cls": 0.4032846994698048, "decode.d8.loss_mask": 0.4443501278758049, "decode.d8.loss_dice": 0.873217698931694, "time": 0.5364366054534913, "memory": 7254, "step": 145200}
{"lr": 1.170057694120975e-06, "data_time": 0.009192800521850586, "grad_norm": 92.04573669433594, "loss": 19.612490844726562, "decode.loss_cls": 0.333463241904974, "decode.loss_mask": 0.5881664276123046, "decode.loss_dice": 0.8322901129722595, "decode.d0.loss_cls": 1.9236032247543335, "decode.d0.loss_mask": 0.6608654201030731, "decode.d0.loss_dice": 0.9740904778242111, "decode.d1.loss_cls": 0.40179077833890914, "decode.d1.loss_mask": 0.6352236479520798, "decode.d1.loss_dice": 0.8980072051286697, "decode.d2.loss_cls": 0.42272002100944517, "decode.d2.loss_mask": 0.5848262697458267, "decode.d2.loss_dice": 0.8307741075754166, "decode.d3.loss_cls": 0.3666768342256546, "decode.d3.loss_mask": 0.5948677301406861, "decode.d3.loss_dice": 0.84121373295784, "decode.d4.loss_cls": 0.35602918863296507, "decode.d4.loss_mask": 0.5947399973869324, "decode.d4.loss_dice": 0.8318588256835937, "decode.d5.loss_cls": 0.3444483332335949, "decode.d5.loss_mask": 0.5928321808576584, "decode.d5.loss_dice": 0.8162728518247604, "decode.d6.loss_cls": 0.3224208511412144, "decode.d6.loss_mask": 0.5880249828100205, "decode.d6.loss_dice": 0.8189454704523087, "decode.d7.loss_cls": 0.3255533628165722, "decode.d7.loss_mask": 0.5784836262464523, "decode.d7.loss_dice": 0.8201084494590759, "decode.d8.loss_cls": 0.3079574480652809, "decode.d8.loss_mask": 0.5970291316509246, "decode.d8.loss_dice": 0.8292066276073455, "time": 0.5360685586929321, "memory": 7218, "step": 145250}
{"lr": 1.1664874207978393e-06, "data_time": 0.009582853317260743, "grad_norm": 83.9520149230957, "loss": 25.01302900314331, "decode.loss_cls": 0.4819788083434105, "decode.loss_mask": 0.6914544746279716, "decode.loss_dice": 1.0032670632004739, "decode.d0.loss_cls": 2.361184132099152, "decode.d0.loss_mask": 0.7773964315652847, "decode.d0.loss_dice": 1.2004766538739204, "decode.d1.loss_cls": 0.6801043502986431, "decode.d1.loss_mask": 0.7579349845647811, "decode.d1.loss_dice": 1.115344126522541, "decode.d2.loss_cls": 0.6453996479511261, "decode.d2.loss_mask": 0.7142623066902161, "decode.d2.loss_dice": 1.0540170922875405, "decode.d3.loss_cls": 0.5803744979202747, "decode.d3.loss_mask": 0.6993351370096207, "decode.d3.loss_dice": 1.0342451184988022, "decode.d4.loss_cls": 0.5490664593875408, "decode.d4.loss_mask": 0.713895571231842, "decode.d4.loss_dice": 1.0439654111862182, "decode.d5.loss_cls": 0.5277246188372373, "decode.d5.loss_mask": 0.7142279624938965, "decode.d5.loss_dice": 1.037338624894619, "decode.d6.loss_cls": 0.5301331575959921, "decode.d6.loss_mask": 0.7010547071695328, "decode.d6.loss_dice": 1.0216036036610603, "decode.d7.loss_cls": 0.4922526028007269, "decode.d7.loss_mask": 0.697426886856556, "decode.d7.loss_dice": 1.0167181700468064, "decode.d8.loss_cls": 0.4666737414896488, "decode.d8.loss_mask": 0.6848962545394898, "decode.d8.loss_dice": 1.0192772194743156, "time": 0.5368479728698731, "memory": 7255, "step": 145300}
{"lr": 1.162915932887011e-06, "data_time": 0.009459185600280761, "grad_norm": 94.16672210693359, "loss": 19.308439874649046, "decode.loss_cls": 0.2749924875795841, "decode.loss_mask": 0.5810381531715393, "decode.loss_dice": 0.8223006032407284, "decode.d0.loss_cls": 2.0429077625274656, "decode.d0.loss_mask": 0.6433352723717689, "decode.d0.loss_dice": 0.9665299534797669, "decode.d1.loss_cls": 0.511583162844181, "decode.d1.loss_mask": 0.5740200646221638, "decode.d1.loss_dice": 0.8587054640054703, "decode.d2.loss_cls": 0.4089441508054733, "decode.d2.loss_mask": 0.5759903326630592, "decode.d2.loss_dice": 0.8542974822223186, "decode.d3.loss_cls": 0.35681960806250573, "decode.d3.loss_mask": 0.5745515480637551, "decode.d3.loss_dice": 0.8321875110268593, "decode.d4.loss_cls": 0.339881406724453, "decode.d4.loss_mask": 0.5764914266765118, "decode.d4.loss_dice": 0.8273733451962471, "decode.d5.loss_cls": 0.2939003497362137, "decode.d5.loss_mask": 0.5730938844382762, "decode.d5.loss_dice": 0.8143998019397258, "decode.d6.loss_cls": 0.30507727339863777, "decode.d6.loss_mask": 0.5751572661101818, "decode.d6.loss_dice": 0.8053358860313893, "decode.d7.loss_cls": 0.28103894777595995, "decode.d7.loss_mask": 0.5669141240417958, "decode.d7.loss_dice": 0.8043562173843384, "decode.d8.loss_cls": 0.2888958025723696, "decode.d8.loss_mask": 0.5705636963248253, "decode.d8.loss_dice": 0.8077574416995048, "time": 0.5359540462493897, "memory": 7244, "step": 145350}
{"lr": 1.1593432258278109e-06, "data_time": 0.009346318244934083, "grad_norm": 90.66671981811524, "loss": 24.91193733215332, "decode.loss_cls": 0.41001454889774325, "decode.loss_mask": 0.6466151088476181, "decode.loss_dice": 1.1503545343875885, "decode.d0.loss_cls": 2.1551709532737733, "decode.d0.loss_mask": 0.7617299154400825, "decode.d0.loss_dice": 1.3791782706975937, "decode.d1.loss_cls": 0.6672319807112217, "decode.d1.loss_mask": 0.6822257667779923, "decode.d1.loss_dice": 1.2266184389591217, "decode.d2.loss_cls": 0.6006078101694584, "decode.d2.loss_mask": 0.6378691256046295, "decode.d2.loss_dice": 1.1411826193332673, "decode.d3.loss_cls": 0.5346978411078454, "decode.d3.loss_mask": 0.646674171090126, "decode.d3.loss_dice": 1.1157071799039842, "decode.d4.loss_cls": 0.5256710525602102, "decode.d4.loss_mask": 0.6361027806997299, "decode.d4.loss_dice": 1.0954310148954391, "decode.d5.loss_cls": 0.46594090685248374, "decode.d5.loss_mask": 0.6349189817905426, "decode.d5.loss_dice": 1.1272334426641464, "decode.d6.loss_cls": 0.43994311019778254, "decode.d6.loss_mask": 0.6515135139226913, "decode.d6.loss_dice": 1.157085806131363, "decode.d7.loss_cls": 0.43804529011249543, "decode.d7.loss_mask": 0.6437375247478485, "decode.d7.loss_dice": 1.1531835168600082, "decode.d8.loss_cls": 0.4233596228063107, "decode.d8.loss_mask": 0.6364992618560791, "decode.d8.loss_dice": 1.1273943126201629, "time": 0.5636542081832886, "memory": 7202, "step": 145400}
{"lr": 1.1557692950267507e-06, "data_time": 0.009248137474060059, "grad_norm": 88.97810897827148, "loss": 15.120458221435547, "decode.loss_cls": 0.25747903510928155, "decode.loss_mask": 0.4878978058695793, "decode.loss_dice": 0.554504482448101, "decode.d0.loss_cls": 1.7839519500732421, "decode.d0.loss_mask": 0.5322704613208771, "decode.d0.loss_dice": 0.6757839530706405, "decode.d1.loss_cls": 0.3591892458498478, "decode.d1.loss_mask": 0.5034497484564782, "decode.d1.loss_dice": 0.6142282724380493, "decode.d2.loss_cls": 0.3042793121188879, "decode.d2.loss_mask": 0.5024384021759033, "decode.d2.loss_dice": 0.6135805159807205, "decode.d3.loss_cls": 0.27098978627473114, "decode.d3.loss_mask": 0.5003402933478356, "decode.d3.loss_dice": 0.5979063242673874, "decode.d4.loss_cls": 0.2701092310249805, "decode.d4.loss_mask": 0.4921898916363716, "decode.d4.loss_dice": 0.5727728605270386, "decode.d5.loss_cls": 0.2524659538641572, "decode.d5.loss_mask": 0.48700175285339353, "decode.d5.loss_dice": 0.5623212397098541, "decode.d6.loss_cls": 0.2675093304365873, "decode.d6.loss_mask": 0.4920396342873573, "decode.d6.loss_dice": 0.5507528990507126, "decode.d7.loss_cls": 0.260531136021018, "decode.d7.loss_mask": 0.4943229407072067, "decode.d7.loss_dice": 0.5679644241929054, "decode.d8.loss_cls": 0.2538854928687215, "decode.d8.loss_mask": 0.488693667948246, "decode.d8.loss_dice": 0.5496082127094268, "time": 0.5361284971237182, "memory": 7254, "step": 145450}
{"lr": 1.15219413585719e-06, "data_time": 0.009557151794433593, "grad_norm": 96.35310287475586, "loss": 18.378101348876953, "decode.loss_cls": 0.24885336086153984, "decode.loss_mask": 0.5675462901592254, "decode.loss_dice": 0.7566712200641632, "decode.d0.loss_cls": 1.926009041070938, "decode.d0.loss_mask": 0.7136427223682403, "decode.d0.loss_dice": 0.8822448998689651, "decode.d1.loss_cls": 0.38096894323825836, "decode.d1.loss_mask": 0.6563795357942581, "decode.d1.loss_dice": 0.816811791062355, "decode.d2.loss_cls": 0.3322798632085323, "decode.d2.loss_mask": 0.6185276478528976, "decode.d2.loss_dice": 0.7827089339494705, "decode.d3.loss_cls": 0.30985758230090144, "decode.d3.loss_mask": 0.6017335653305054, "decode.d3.loss_dice": 0.7789533734321594, "decode.d4.loss_cls": 0.291244700551033, "decode.d4.loss_mask": 0.5976420193910599, "decode.d4.loss_dice": 0.7595276713371277, "decode.d5.loss_cls": 0.2691750150173903, "decode.d5.loss_mask": 0.5791989773511886, "decode.d5.loss_dice": 0.7518946617841721, "decode.d6.loss_cls": 0.2586557652801275, "decode.d6.loss_mask": 0.57906274497509, "decode.d6.loss_dice": 0.7544219195842743, "decode.d7.loss_cls": 0.2543412532657385, "decode.d7.loss_mask": 0.5777518510818481, "decode.d7.loss_dice": 0.7557239353656768, "decode.d8.loss_cls": 0.25411897227168084, "decode.d8.loss_mask": 0.569203183054924, "decode.d8.loss_dice": 0.7529497653245926, "time": 0.5608131170272828, "memory": 7207, "step": 145500}
{"lr": 1.1486177436589776e-06, "data_time": 0.00959475040435791, "grad_norm": 83.84571380615235, "loss": 26.672938442230226, "decode.loss_cls": 0.5157521083950997, "decode.loss_mask": 0.6777461141347885, "decode.loss_dice": 1.1484276473522186, "decode.d0.loss_cls": 2.3458462953567505, "decode.d0.loss_mask": 0.7762817829847336, "decode.d0.loss_dice": 1.3877131760120391, "decode.d1.loss_cls": 0.8193478554487228, "decode.d1.loss_mask": 0.7277308642864228, "decode.d1.loss_dice": 1.1972324907779694, "decode.d2.loss_cls": 0.6812067314982414, "decode.d2.loss_mask": 0.6785040318965911, "decode.d2.loss_dice": 1.2049304008483888, "decode.d3.loss_cls": 0.6894522249698639, "decode.d3.loss_mask": 0.6515401303768158, "decode.d3.loss_dice": 1.1034298658370971, "decode.d4.loss_cls": 0.6977060154080391, "decode.d4.loss_mask": 0.6697101294994354, "decode.d4.loss_dice": 1.1472295701503754, "decode.d5.loss_cls": 0.6274096131324768, "decode.d5.loss_mask": 0.6458770453929901, "decode.d5.loss_dice": 1.12535919547081, "decode.d6.loss_cls": 0.6301164031028748, "decode.d6.loss_mask": 0.6653463572263718, "decode.d6.loss_dice": 1.1238230288028717, "decode.d7.loss_cls": 0.6151227049529553, "decode.d7.loss_mask": 0.6452339619398118, "decode.d7.loss_dice": 1.1237750709056855, "decode.d8.loss_cls": 0.6038646951317788, "decode.d8.loss_mask": 0.6448619037866592, "decode.d8.loss_dice": 1.1023606598377227, "time": 0.5328107833862304, "memory": 7256, "step": 145550}
{"lr": 1.1450401137380956e-06, "data_time": 0.009647989273071289, "grad_norm": 78.27268295288086, "loss": 19.02176990509033, "decode.loss_cls": 0.3152577504515648, "decode.loss_mask": 0.51939397752285, "decode.loss_dice": 0.8049869865179062, "decode.d0.loss_cls": 2.0803720235824583, "decode.d0.loss_mask": 0.5969064682722092, "decode.d0.loss_dice": 0.957335750758648, "decode.d1.loss_cls": 0.4496705889701843, "decode.d1.loss_mask": 0.5328284859657287, "decode.d1.loss_dice": 0.859915554523468, "decode.d2.loss_cls": 0.4242750570178032, "decode.d2.loss_mask": 0.53356072306633, "decode.d2.loss_dice": 0.83859381377697, "decode.d3.loss_cls": 0.38027712404727937, "decode.d3.loss_mask": 0.5268225193023681, "decode.d3.loss_dice": 0.8316290557384491, "decode.d4.loss_cls": 0.3757186233997345, "decode.d4.loss_mask": 0.5219626128673553, "decode.d4.loss_dice": 0.7906292229890823, "decode.d5.loss_cls": 0.3798581942915916, "decode.d5.loss_mask": 0.5248408406972885, "decode.d5.loss_dice": 0.7952389180660248, "decode.d6.loss_cls": 0.3700037315487862, "decode.d6.loss_mask": 0.5273080259561539, "decode.d6.loss_dice": 0.8144516423344612, "decode.d7.loss_cls": 0.326066442579031, "decode.d7.loss_mask": 0.519616213440895, "decode.d7.loss_dice": 0.7857722163200378, "decode.d8.loss_cls": 0.3107340432703495, "decode.d8.loss_mask": 0.5254319816827774, "decode.d8.loss_dice": 0.8023115217685699, "time": 0.5601511240005493, "memory": 7252, "step": 145600}
{"lr": 1.1414612413662883e-06, "data_time": 0.009493255615234375, "grad_norm": 96.50873413085938, "loss": 22.57539987564087, "decode.loss_cls": 0.4010969910770655, "decode.loss_mask": 0.6211420685052872, "decode.loss_dice": 0.9613409698009491, "decode.d0.loss_cls": 1.9592886865139008, "decode.d0.loss_mask": 0.6647342622280121, "decode.d0.loss_dice": 1.1585733890533447, "decode.d1.loss_cls": 0.6865933604538441, "decode.d1.loss_mask": 0.6341569006443024, "decode.d1.loss_dice": 1.0360054433345796, "decode.d2.loss_cls": 0.5858601331710815, "decode.d2.loss_mask": 0.6189103364944458, "decode.d2.loss_dice": 1.0195853650569915, "decode.d3.loss_cls": 0.5291476555168628, "decode.d3.loss_mask": 0.6136135280132293, "decode.d3.loss_dice": 0.9502072632312775, "decode.d4.loss_cls": 0.49422689229249955, "decode.d4.loss_mask": 0.6259688287973404, "decode.d4.loss_dice": 0.9697590202093125, "decode.d5.loss_cls": 0.41411381512880324, "decode.d5.loss_mask": 0.6278932482004166, "decode.d5.loss_dice": 0.9604573667049408, "decode.d6.loss_cls": 0.4637003347277641, "decode.d6.loss_mask": 0.6189598053693771, "decode.d6.loss_dice": 0.9479322075843811, "decode.d7.loss_cls": 0.4322374902665615, "decode.d7.loss_mask": 0.6286084145307541, "decode.d7.loss_dice": 0.959880793094635, "decode.d8.loss_cls": 0.39754245392978194, "decode.d8.loss_mask": 0.6261845350265502, "decode.d8.loss_dice": 0.9676787853240967, "time": 0.5869889497756958, "memory": 7202, "step": 145650}
{"lr": 1.1378811217807018e-06, "data_time": 0.009482431411743163, "grad_norm": 78.81283493041992, "loss": 22.090801429748534, "decode.loss_cls": 0.29004030078649523, "decode.loss_mask": 0.5809326320886612, "decode.loss_dice": 0.9641209661960601, "decode.d0.loss_cls": 2.233901059627533, "decode.d0.loss_mask": 0.6944972276687622, "decode.d0.loss_dice": 1.2711539924144746, "decode.d1.loss_cls": 0.5301174521446228, "decode.d1.loss_mask": 0.6281442224979401, "decode.d1.loss_dice": 1.1441076546907425, "decode.d2.loss_cls": 0.48596019223332404, "decode.d2.loss_mask": 0.6071500569581986, "decode.d2.loss_dice": 1.0424186825752257, "decode.d3.loss_cls": 0.4041755169630051, "decode.d3.loss_mask": 0.6027833998203278, "decode.d3.loss_dice": 1.0106536358594895, "decode.d4.loss_cls": 0.3656896181404591, "decode.d4.loss_mask": 0.5984460204839707, "decode.d4.loss_dice": 1.0260458141565323, "decode.d5.loss_cls": 0.3538825295865536, "decode.d5.loss_mask": 0.5890420794486999, "decode.d5.loss_dice": 1.0424848079681397, "decode.d6.loss_cls": 0.32639300003647803, "decode.d6.loss_mask": 0.5873215138912201, "decode.d6.loss_dice": 0.9743536412715912, "decode.d7.loss_cls": 0.3070658192038536, "decode.d7.loss_mask": 0.5816364556550979, "decode.d7.loss_dice": 0.9876813024282456, "decode.d8.loss_cls": 0.29384269937872887, "decode.d8.loss_mask": 0.5834614336490631, "decode.d8.loss_dice": 0.9832972854375839, "time": 0.5342377901077271, "memory": 7209, "step": 145700}
{"lr": 1.1342997501835008e-06, "data_time": 0.009352922439575195, "grad_norm": 92.08234634399415, "loss": 20.420609092712404, "decode.loss_cls": 0.4134510517120361, "decode.loss_mask": 0.5187332600355148, "decode.loss_dice": 0.8362033277750015, "decode.d0.loss_cls": 2.2157060742378234, "decode.d0.loss_mask": 0.5692143604159355, "decode.d0.loss_dice": 0.9999911829829216, "decode.d1.loss_cls": 0.5666857108473777, "decode.d1.loss_mask": 0.5292939782142639, "decode.d1.loss_dice": 0.9117121398448944, "decode.d2.loss_cls": 0.5236793495714664, "decode.d2.loss_mask": 0.5252455860376358, "decode.d2.loss_dice": 0.8742907613515853, "decode.d3.loss_cls": 0.43628436177968977, "decode.d3.loss_mask": 0.5469896346330643, "decode.d3.loss_dice": 0.8681040734052659, "decode.d4.loss_cls": 0.41360974311828613, "decode.d4.loss_mask": 0.5459941446781158, "decode.d4.loss_dice": 0.8638192012906074, "decode.d5.loss_cls": 0.4199389241635799, "decode.d5.loss_mask": 0.5265040278434754, "decode.d5.loss_dice": 0.8637110024690628, "decode.d6.loss_cls": 0.46924088299274447, "decode.d6.loss_mask": 0.5168146908283233, "decode.d6.loss_dice": 0.893774326145649, "decode.d7.loss_cls": 0.4476170584559441, "decode.d7.loss_mask": 0.5173894464969635, "decode.d7.loss_dice": 0.8473052829504013, "decode.d8.loss_cls": 0.3928625762462616, "decode.d8.loss_mask": 0.5139024093747139, "decode.d8.loss_dice": 0.8525397807359696, "time": 0.5355168104171752, "memory": 7236, "step": 145750}
{"lr": 1.130717121741493e-06, "data_time": 0.009235715866088868, "grad_norm": 83.61507720947266, "loss": 23.808979415893553, "decode.loss_cls": 0.3458169478923082, "decode.loss_mask": 0.7235697567462921, "decode.loss_dice": 0.9898666203022003, "decode.d0.loss_cls": 2.2810247898101808, "decode.d0.loss_mask": 0.7942642837762832, "decode.d0.loss_dice": 1.1492477625608444, "decode.d1.loss_cls": 0.6063372239470481, "decode.d1.loss_mask": 0.7463684991002083, "decode.d1.loss_dice": 1.0897439062595367, "decode.d2.loss_cls": 0.4484660029411316, "decode.d2.loss_mask": 0.7329259440302849, "decode.d2.loss_dice": 1.0507432967424393, "decode.d3.loss_cls": 0.4736687384545803, "decode.d3.loss_mask": 0.7413626313209534, "decode.d3.loss_dice": 1.020356148481369, "decode.d4.loss_cls": 0.4138838738203049, "decode.d4.loss_mask": 0.7386621296405792, "decode.d4.loss_dice": 1.0186940252780914, "decode.d5.loss_cls": 0.3769877288490534, "decode.d5.loss_mask": 0.7419050380587577, "decode.d5.loss_dice": 1.0220582634210587, "decode.d6.loss_cls": 0.39740256778895855, "decode.d6.loss_mask": 0.7337339535355568, "decode.d6.loss_dice": 1.0097697883844376, "decode.d7.loss_cls": 0.37030516341328623, "decode.d7.loss_mask": 0.7288813754916191, "decode.d7.loss_dice": 1.0171029925346375, "decode.d8.loss_cls": 0.3343952678143978, "decode.d8.loss_mask": 0.7213483825325966, "decode.d8.loss_dice": 0.9900859117507934, "time": 0.5344702482223511, "memory": 7253, "step": 145800}
{"lr": 1.127133231585741e-06, "data_time": 0.009370851516723632, "grad_norm": 91.94374313354493, "loss": 18.719547748565674, "decode.loss_cls": 0.38961966410279275, "decode.loss_mask": 0.48750302791595457, "decode.loss_dice": 0.8025887548923493, "decode.d0.loss_cls": 1.8375810265541077, "decode.d0.loss_mask": 0.5579091846942902, "decode.d0.loss_dice": 0.9402227193117142, "decode.d1.loss_cls": 0.496502423286438, "decode.d1.loss_mask": 0.5223883643746376, "decode.d1.loss_dice": 0.9005748242139816, "decode.d2.loss_cls": 0.42101446986198426, "decode.d2.loss_mask": 0.49914223700761795, "decode.d2.loss_dice": 0.8048026606440544, "decode.d3.loss_cls": 0.47475913912057877, "decode.d3.loss_mask": 0.5021243110299111, "decode.d3.loss_dice": 0.8011274605989456, "decode.d4.loss_cls": 0.3389356270432472, "decode.d4.loss_mask": 0.48946978598833085, "decode.d4.loss_dice": 0.8213582277297974, "decode.d5.loss_cls": 0.3333695337176323, "decode.d5.loss_mask": 0.4862944111227989, "decode.d5.loss_dice": 0.8213002473115921, "decode.d6.loss_cls": 0.34755896776914597, "decode.d6.loss_mask": 0.4892305761575699, "decode.d6.loss_dice": 0.8256131023168564, "decode.d7.loss_cls": 0.33643061220645903, "decode.d7.loss_mask": 0.4860982373356819, "decode.d7.loss_dice": 0.8289147481322289, "decode.d8.loss_cls": 0.3760369926691055, "decode.d8.loss_mask": 0.4874167159199715, "decode.d8.loss_dice": 0.8136595726013184, "time": 0.536220932006836, "memory": 7228, "step": 145850}
{"lr": 1.1235480748111673e-06, "data_time": 0.009410452842712403, "grad_norm": 88.53719482421874, "loss": 22.844260025024415, "decode.loss_cls": 0.2740056231617928, "decode.loss_mask": 0.6676180124282837, "decode.loss_dice": 1.0408331632614136, "decode.d0.loss_cls": 1.9660135507583618, "decode.d0.loss_mask": 0.7531072616577148, "decode.d0.loss_dice": 1.2165760338306426, "decode.d1.loss_cls": 0.6017090052366256, "decode.d1.loss_mask": 0.7577875971794128, "decode.d1.loss_dice": 1.1125844299793244, "decode.d2.loss_cls": 0.5065768450498581, "decode.d2.loss_mask": 0.6954958140850067, "decode.d2.loss_dice": 1.0621443480253219, "decode.d3.loss_cls": 0.4165587030351162, "decode.d3.loss_mask": 0.6847070723772049, "decode.d3.loss_dice": 1.0521272242069244, "decode.d4.loss_cls": 0.29323174580931666, "decode.d4.loss_mask": 0.68749960064888, "decode.d4.loss_dice": 1.0552411675453186, "decode.d5.loss_cls": 0.2870706275105476, "decode.d5.loss_mask": 0.679641991853714, "decode.d5.loss_dice": 1.0449091374874115, "decode.d6.loss_cls": 0.32910565212368964, "decode.d6.loss_mask": 0.6731761425733567, "decode.d6.loss_dice": 1.0345639288425446, "decode.d7.loss_cls": 0.276250147074461, "decode.d7.loss_mask": 0.6640761643648148, "decode.d7.loss_dice": 1.0373485743999482, "decode.d8.loss_cls": 0.27574425712227824, "decode.d8.loss_mask": 0.6630347579717636, "decode.d8.loss_dice": 1.0355220556259155, "time": 0.5331223964691162, "memory": 7221, "step": 145900}
{"lr": 1.1199616464761677e-06, "data_time": 0.00966184139251709, "grad_norm": 92.82623252868652, "loss": 20.19707384109497, "decode.loss_cls": 0.3189355693757534, "decode.loss_mask": 0.5300987392663956, "decode.loss_dice": 0.8510844439268113, "decode.d0.loss_cls": 2.221078026294708, "decode.d0.loss_mask": 0.6008091688156127, "decode.d0.loss_dice": 1.0777929902076722, "decode.d1.loss_cls": 0.5865435414016247, "decode.d1.loss_mask": 0.5431181162595748, "decode.d1.loss_dice": 0.9652213811874389, "decode.d2.loss_cls": 0.5475107312202454, "decode.d2.loss_mask": 0.5234446555376053, "decode.d2.loss_dice": 0.9351030319929123, "decode.d3.loss_cls": 0.3965002499520779, "decode.d3.loss_mask": 0.5266396224498748, "decode.d3.loss_dice": 0.8962938487529755, "decode.d4.loss_cls": 0.36560242921113967, "decode.d4.loss_mask": 0.533122056722641, "decode.d4.loss_dice": 0.9134292155504227, "decode.d5.loss_cls": 0.3509896703064442, "decode.d5.loss_mask": 0.5277637839317322, "decode.d5.loss_dice": 0.8841993272304535, "decode.d6.loss_cls": 0.3182558849453926, "decode.d6.loss_mask": 0.5224282085895539, "decode.d6.loss_dice": 0.8890904784202576, "decode.d7.loss_cls": 0.29763528481125834, "decode.d7.loss_mask": 0.5281969964504242, "decode.d7.loss_dice": 0.858509412407875, "decode.d8.loss_cls": 0.2973842605948448, "decode.d8.loss_mask": 0.5266363114118576, "decode.d8.loss_dice": 0.8636565744876862, "time": 0.5619375228881835, "memory": 7206, "step": 145950}
{"lr": 1.1163739416021928e-06, "data_time": 0.009414029121398926, "grad_norm": 94.43832015991211, "loss": 19.649051904678345, "decode.loss_cls": 0.35614449307322504, "decode.loss_mask": 0.46575563251972196, "decode.loss_dice": 0.8269374817609787, "decode.d0.loss_cls": 2.167230546474457, "decode.d0.loss_mask": 0.5232074975967407, "decode.d0.loss_dice": 1.0616950273513794, "decode.d1.loss_cls": 0.6243116393685341, "decode.d1.loss_mask": 0.49788157641887665, "decode.d1.loss_dice": 0.9294913560152054, "decode.d2.loss_cls": 0.5374324709177017, "decode.d2.loss_mask": 0.48810008615255357, "decode.d2.loss_dice": 0.8832449615001678, "decode.d3.loss_cls": 0.45893977731466296, "decode.d3.loss_mask": 0.4770559683442116, "decode.d3.loss_dice": 0.8121528625488281, "decode.d4.loss_cls": 0.46537594869732857, "decode.d4.loss_mask": 0.467491888999939, "decode.d4.loss_dice": 0.8551146820187568, "decode.d5.loss_cls": 0.4220793925225735, "decode.d5.loss_mask": 0.4703385025262833, "decode.d5.loss_dice": 0.815652533620596, "decode.d6.loss_cls": 0.3977002836763859, "decode.d6.loss_mask": 0.47521321326494215, "decode.d6.loss_dice": 0.8429887071251869, "decode.d7.loss_cls": 0.3615275211632252, "decode.d7.loss_mask": 0.46998244524002075, "decode.d7.loss_dice": 0.8271445095539093, "decode.d8.loss_cls": 0.38032547309994696, "decode.d8.loss_mask": 0.4726725578308105, "decode.d8.loss_dice": 0.8158637009561062, "time": 0.5338505506515503, "memory": 7256, "step": 146000}
{"lr": 1.1127849551733522e-06, "data_time": 0.009413909912109376, "grad_norm": 84.42642288208008, "loss": 22.106312942504882, "decode.loss_cls": 0.3876303844153881, "decode.loss_mask": 0.6215421441942454, "decode.loss_dice": 0.9593440607190132, "decode.d0.loss_cls": 1.9196539640426635, "decode.d0.loss_mask": 0.6708860233426094, "decode.d0.loss_dice": 1.0982557713985444, "decode.d1.loss_cls": 0.5625793159008026, "decode.d1.loss_mask": 0.6324515294283628, "decode.d1.loss_dice": 1.046432799100876, "decode.d2.loss_cls": 0.4796022206544876, "decode.d2.loss_mask": 0.6242663644254207, "decode.d2.loss_dice": 1.031093306839466, "decode.d3.loss_cls": 0.43819056525826455, "decode.d3.loss_mask": 0.629381949454546, "decode.d3.loss_dice": 0.9829805210232735, "decode.d4.loss_cls": 0.4332945071160793, "decode.d4.loss_mask": 0.6240563452243805, "decode.d4.loss_dice": 0.9859658062458039, "decode.d5.loss_cls": 0.4228258430957794, "decode.d5.loss_mask": 0.6204345516860486, "decode.d5.loss_dice": 0.9723265036940575, "decode.d6.loss_cls": 0.3930293954908848, "decode.d6.loss_mask": 0.6178942900151014, "decode.d6.loss_dice": 0.9571289241313934, "decode.d7.loss_cls": 0.40264853909611703, "decode.d7.loss_mask": 0.621182406693697, "decode.d7.loss_dice": 0.9832059636712074, "decode.d8.loss_cls": 0.3882746838033199, "decode.d8.loss_mask": 0.6216493874788285, "decode.d8.loss_dice": 0.9781048551201821, "time": 0.5366956233978272, "memory": 7263, "step": 146050}
{"lr": 1.1091946821359942e-06, "data_time": 0.009722471237182617, "grad_norm": 86.46052017211915, "loss": 14.217585134506226, "decode.loss_cls": 0.22357381843030452, "decode.loss_mask": 0.4900714188814163, "decode.loss_dice": 0.4905297338962555, "decode.d0.loss_cls": 1.6846677780151367, "decode.d0.loss_mask": 0.5377014398574829, "decode.d0.loss_dice": 0.5980799168348312, "decode.d1.loss_cls": 0.40207875818014144, "decode.d1.loss_mask": 0.4786215841770172, "decode.d1.loss_dice": 0.5094088107347489, "decode.d2.loss_cls": 0.32034059539437293, "decode.d2.loss_mask": 0.470976921916008, "decode.d2.loss_dice": 0.5358034878969192, "decode.d3.loss_cls": 0.274078094214201, "decode.d3.loss_mask": 0.4871808350086212, "decode.d3.loss_dice": 0.5136963725090027, "decode.d4.loss_cls": 0.26562012508511545, "decode.d4.loss_mask": 0.48792439699172974, "decode.d4.loss_dice": 0.5102388873696327, "decode.d5.loss_cls": 0.2352107807993889, "decode.d5.loss_mask": 0.4892443597316742, "decode.d5.loss_dice": 0.5010787561535835, "decode.d6.loss_cls": 0.26756293065845965, "decode.d6.loss_mask": 0.49073765873909, "decode.d6.loss_dice": 0.5045961648225784, "decode.d7.loss_cls": 0.2275480929762125, "decode.d7.loss_mask": 0.4850855618715286, "decode.d7.loss_dice": 0.5015852868556976, "decode.d8.loss_cls": 0.2542354170233011, "decode.d8.loss_mask": 0.4873425543308258, "decode.d8.loss_dice": 0.492764712870121, "time": 0.5377894639968872, "memory": 7197, "step": 146100}
{"lr": 1.1056031173982828e-06, "data_time": 0.009453082084655761, "grad_norm": 90.02163238525391, "loss": 18.72769775390625, "decode.loss_cls": 0.3047041319310665, "decode.loss_mask": 0.5103061631321907, "decode.loss_dice": 0.7781115502119065, "decode.d0.loss_cls": 2.158681356906891, "decode.d0.loss_mask": 0.5967276573181153, "decode.d0.loss_dice": 0.8550385385751724, "decode.d1.loss_cls": 0.5472891509532929, "decode.d1.loss_mask": 0.5359289586544037, "decode.d1.loss_dice": 0.8113059937953949, "decode.d2.loss_cls": 0.4863225366920233, "decode.d2.loss_mask": 0.5269668355584145, "decode.d2.loss_dice": 0.7940971702337265, "decode.d3.loss_cls": 0.38402464240789413, "decode.d3.loss_mask": 0.5203948959708213, "decode.d3.loss_dice": 0.7882823169231414, "decode.d4.loss_cls": 0.3664951786398888, "decode.d4.loss_mask": 0.502286159992218, "decode.d4.loss_dice": 0.7752319604158402, "decode.d5.loss_cls": 0.341271267272532, "decode.d5.loss_mask": 0.5155870690941811, "decode.d5.loss_dice": 0.7732916057109833, "decode.d6.loss_cls": 0.32255659326910974, "decode.d6.loss_mask": 0.5081524640321732, "decode.d6.loss_dice": 0.7880648344755172, "decode.d7.loss_cls": 0.32530412301421163, "decode.d7.loss_mask": 0.5148052677512169, "decode.d7.loss_dice": 0.7751091256737709, "decode.d8.loss_cls": 0.33652428183704614, "decode.d8.loss_mask": 0.5083299040794372, "decode.d8.loss_dice": 0.7765057414770127, "time": 0.559892725944519, "memory": 7234, "step": 146150}
{"lr": 1.1020102558297749e-06, "data_time": 0.009536123275756836, "grad_norm": 87.21592712402344, "loss": 17.67233600616455, "decode.loss_cls": 0.3495532400906086, "decode.loss_mask": 0.5285170495510101, "decode.loss_dice": 0.6694401249289512, "decode.d0.loss_cls": 1.8597862720489502, "decode.d0.loss_mask": 0.574746561050415, "decode.d0.loss_dice": 0.75546213388443, "decode.d1.loss_cls": 0.5197972305119037, "decode.d1.loss_mask": 0.5476205080747605, "decode.d1.loss_dice": 0.7426913768053055, "decode.d2.loss_cls": 0.38492029905319214, "decode.d2.loss_mask": 0.5224522039294243, "decode.d2.loss_dice": 0.6880675010383129, "decode.d3.loss_cls": 0.37926834970712664, "decode.d3.loss_mask": 0.5089556723833084, "decode.d3.loss_dice": 0.6751933380961418, "decode.d4.loss_cls": 0.42745923101902006, "decode.d4.loss_mask": 0.5122711032629013, "decode.d4.loss_dice": 0.6697291627526283, "decode.d5.loss_cls": 0.4277597427368164, "decode.d5.loss_mask": 0.5283590376377105, "decode.d5.loss_dice": 0.6824141636490821, "decode.d6.loss_cls": 0.3590537257492542, "decode.d6.loss_mask": 0.5295309871435165, "decode.d6.loss_dice": 0.6783026717603207, "decode.d7.loss_cls": 0.37116567716002463, "decode.d7.loss_mask": 0.5296642482280731, "decode.d7.loss_dice": 0.6837854146957397, "decode.d8.loss_cls": 0.3495040573179722, "decode.d8.loss_mask": 0.5294981181621552, "decode.d8.loss_dice": 0.6873675160109997, "time": 0.5622221469879151, "memory": 7280, "step": 146200}
{"lr": 1.0984160922609822e-06, "data_time": 0.009256410598754882, "grad_norm": 90.92939033508301, "loss": 21.718666505813598, "decode.loss_cls": 0.5011944644153118, "decode.loss_mask": 0.4894797161221504, "decode.loss_dice": 0.8810805991292, "decode.d0.loss_cls": 2.293582499027252, "decode.d0.loss_mask": 0.5501276150345802, "decode.d0.loss_dice": 1.0596511512994766, "decode.d1.loss_cls": 0.812701653689146, "decode.d1.loss_mask": 0.5052257895469665, "decode.d1.loss_dice": 0.9747954905033112, "decode.d2.loss_cls": 0.7713696904480457, "decode.d2.loss_mask": 0.47596900910139084, "decode.d2.loss_dice": 0.9109073221683502, "decode.d3.loss_cls": 0.5785434596240521, "decode.d3.loss_mask": 0.486936491727829, "decode.d3.loss_dice": 0.9030643552541733, "decode.d4.loss_cls": 0.6127756495028734, "decode.d4.loss_mask": 0.4911981835961342, "decode.d4.loss_dice": 0.9077003598213196, "decode.d5.loss_cls": 0.5468258030712605, "decode.d5.loss_mask": 0.48936435431241987, "decode.d5.loss_dice": 0.8764349699020386, "decode.d6.loss_cls": 0.49280119091272356, "decode.d6.loss_mask": 0.4946706175804138, "decode.d6.loss_dice": 0.890441769361496, "decode.d7.loss_cls": 0.456821858137846, "decode.d7.loss_mask": 0.4856222927570343, "decode.d7.loss_dice": 0.8861388176679611, "decode.d8.loss_cls": 0.5224142879247665, "decode.d8.loss_mask": 0.4890743508934975, "decode.d8.loss_dice": 0.8817519903182983, "time": 0.5354573726654053, "memory": 7206, "step": 146250}
{"lr": 1.0948206214829352e-06, "data_time": 0.009641623497009278, "grad_norm": 100.40966262817383, "loss": 20.071890306472778, "decode.loss_cls": 0.27830683421343566, "decode.loss_mask": 0.6343561217188836, "decode.loss_dice": 0.8090887248516083, "decode.d0.loss_cls": 2.0798270225524904, "decode.d0.loss_mask": 0.7561284735798836, "decode.d0.loss_dice": 0.9798327550292015, "decode.d1.loss_cls": 0.4968939408659935, "decode.d1.loss_mask": 0.6682604938745499, "decode.d1.loss_dice": 0.9140689522027969, "decode.d2.loss_cls": 0.4308391001075506, "decode.d2.loss_mask": 0.6539502218365669, "decode.d2.loss_dice": 0.8559727042913436, "decode.d3.loss_cls": 0.3122061241418123, "decode.d3.loss_mask": 0.6586103588342667, "decode.d3.loss_dice": 0.830419336259365, "decode.d4.loss_cls": 0.2871135212481022, "decode.d4.loss_mask": 0.6510457783937454, "decode.d4.loss_dice": 0.8292856514453888, "decode.d5.loss_cls": 0.3016195820644498, "decode.d5.loss_mask": 0.6522430911660194, "decode.d5.loss_dice": 0.8330609947443008, "decode.d6.loss_cls": 0.2973211629316211, "decode.d6.loss_mask": 0.643758787214756, "decode.d6.loss_dice": 0.8270859181880951, "decode.d7.loss_cls": 0.2529092324897647, "decode.d7.loss_mask": 0.6316396996378899, "decode.d7.loss_dice": 0.8090313732624054, "decode.d8.loss_cls": 0.25113584510982034, "decode.d8.loss_mask": 0.6371985629200936, "decode.d8.loss_dice": 0.8086795508861542, "time": 0.5350287199020386, "memory": 7233, "step": 146300}
{"lr": 1.0912238382467306e-06, "data_time": 0.009459471702575684, "grad_norm": 83.683349609375, "loss": 21.315152072906493, "decode.loss_cls": 0.4071850597858429, "decode.loss_mask": 0.5360767334699631, "decode.loss_dice": 0.9229361057281494, "decode.d0.loss_cls": 2.3192665457725523, "decode.d0.loss_mask": 0.697948881983757, "decode.d0.loss_dice": 1.1874317467212676, "decode.d1.loss_cls": 0.5302140213549137, "decode.d1.loss_mask": 0.5977265149354934, "decode.d1.loss_dice": 1.0010685443878173, "decode.d2.loss_cls": 0.521642941236496, "decode.d2.loss_mask": 0.5595941781997681, "decode.d2.loss_dice": 0.9439224869012832, "decode.d3.loss_cls": 0.4338533453643322, "decode.d3.loss_mask": 0.538970696926117, "decode.d3.loss_dice": 0.906356155872345, "decode.d4.loss_cls": 0.39428227841854097, "decode.d4.loss_mask": 0.5434276521205902, "decode.d4.loss_dice": 0.9289554089307785, "decode.d5.loss_cls": 0.3922642212361097, "decode.d5.loss_mask": 0.5423388570547104, "decode.d5.loss_dice": 0.9083066463470459, "decode.d6.loss_cls": 0.39517524689435957, "decode.d6.loss_mask": 0.5419661849737167, "decode.d6.loss_dice": 0.9144866675138473, "decode.d7.loss_cls": 0.3610064871609211, "decode.d7.loss_mask": 0.5374895334243774, "decode.d7.loss_dice": 0.9077777922153473, "decode.d8.loss_cls": 0.3990427888929844, "decode.d8.loss_mask": 0.5374526143074035, "decode.d8.loss_dice": 0.9069855630397796, "time": 0.5372172117233276, "memory": 7207, "step": 146350}
{"lr": 1.087625737263084e-06, "data_time": 0.00954890251159668, "grad_norm": 95.36870651245117, "loss": 24.05642623901367, "decode.loss_cls": 0.3454981453716755, "decode.loss_mask": 0.7460209220647812, "decode.loss_dice": 0.9987651109695435, "decode.d0.loss_cls": 1.9034897089004517, "decode.d0.loss_mask": 0.8429289400577545, "decode.d0.loss_dice": 1.1686303853988647, "decode.d1.loss_cls": 0.5189294837415218, "decode.d1.loss_mask": 0.8263758957386017, "decode.d1.loss_dice": 1.1128668427467345, "decode.d2.loss_cls": 0.5476882867515087, "decode.d2.loss_mask": 0.7878623962402344, "decode.d2.loss_dice": 1.0581880450248717, "decode.d3.loss_cls": 0.44139091186225415, "decode.d3.loss_mask": 0.7975259482860565, "decode.d3.loss_dice": 1.0268354952335357, "decode.d4.loss_cls": 0.4149985149502754, "decode.d4.loss_mask": 0.7847965568304062, "decode.d4.loss_dice": 1.046775621175766, "decode.d5.loss_cls": 0.40560286287218333, "decode.d5.loss_mask": 0.7826913326978684, "decode.d5.loss_dice": 1.0490040957927704, "decode.d6.loss_cls": 0.3872906697914004, "decode.d6.loss_mask": 0.7434044480323792, "decode.d6.loss_dice": 1.0068463385105133, "decode.d7.loss_cls": 0.38168961796909573, "decode.d7.loss_mask": 0.7521962821483612, "decode.d7.loss_dice": 1.0354180037975311, "decode.d8.loss_cls": 0.3677588375285268, "decode.d8.loss_mask": 0.7485147356987, "decode.d8.loss_dice": 1.0264405846595763, "time": 0.5351698160171509, "memory": 7200, "step": 146400}
{"lr": 1.084026313201867e-06, "data_time": 0.009595990180969238, "grad_norm": 88.80486946105957, "loss": 18.399761390686034, "decode.loss_cls": 0.36094775069504975, "decode.loss_mask": 0.5520058989524841, "decode.loss_dice": 0.7213409602642059, "decode.d0.loss_cls": 1.5886663794517517, "decode.d0.loss_mask": 0.6227371603250503, "decode.d0.loss_dice": 0.8809358239173889, "decode.d1.loss_cls": 0.4556329056620598, "decode.d1.loss_mask": 0.6129716992378235, "decode.d1.loss_dice": 0.8406431674957275, "decode.d2.loss_cls": 0.45398960411548617, "decode.d2.loss_mask": 0.5699366882443428, "decode.d2.loss_dice": 0.7457699447870254, "decode.d3.loss_cls": 0.39836273193359373, "decode.d3.loss_mask": 0.5487744584679604, "decode.d3.loss_dice": 0.73438720703125, "decode.d4.loss_cls": 0.40393454283475877, "decode.d4.loss_mask": 0.5499424263834953, "decode.d4.loss_dice": 0.7477090358734131, "decode.d5.loss_cls": 0.40432550087571145, "decode.d5.loss_mask": 0.5396091252565384, "decode.d5.loss_dice": 0.716314560174942, "decode.d6.loss_cls": 0.3689981184899807, "decode.d6.loss_mask": 0.546300683915615, "decode.d6.loss_dice": 0.7091307252645492, "decode.d7.loss_cls": 0.3888748398050666, "decode.d7.loss_mask": 0.5434640556573868, "decode.d7.loss_dice": 0.7286293387413025, "decode.d8.loss_cls": 0.3783092826604843, "decode.d8.loss_mask": 0.5567809283733368, "decode.d8.loss_dice": 0.7303357571363449, "time": 0.5371494293212891, "memory": 7214, "step": 146450}
{"lr": 1.0804255606916374e-06, "data_time": 0.00937964916229248, "grad_norm": 76.44816360473632, "loss": 16.601561260223388, "decode.loss_cls": 0.3032029777765274, "decode.loss_mask": 0.4017912790179253, "decode.loss_dice": 0.7023856535553932, "decode.d0.loss_cls": 1.8652930736541748, "decode.d0.loss_mask": 0.48165346384048463, "decode.d0.loss_dice": 0.8391957581043243, "decode.d1.loss_cls": 0.4569736495614052, "decode.d1.loss_mask": 0.4328473821282387, "decode.d1.loss_dice": 0.758396777510643, "decode.d2.loss_cls": 0.44907994344830515, "decode.d2.loss_mask": 0.42354858070611956, "decode.d2.loss_dice": 0.7272441923618317, "decode.d3.loss_cls": 0.4269077941775322, "decode.d3.loss_mask": 0.41823861449956895, "decode.d3.loss_dice": 0.7151851654052734, "decode.d4.loss_cls": 0.3692342326045036, "decode.d4.loss_mask": 0.41039984822273257, "decode.d4.loss_dice": 0.7095300406217575, "decode.d5.loss_cls": 0.3757928654551506, "decode.d5.loss_mask": 0.41093839704990387, "decode.d5.loss_dice": 0.6925562471151352, "decode.d6.loss_cls": 0.3373581670224667, "decode.d6.loss_mask": 0.40706569254398345, "decode.d6.loss_dice": 0.6871865853667259, "decode.d7.loss_cls": 0.3175460122525692, "decode.d7.loss_mask": 0.405913932621479, "decode.d7.loss_dice": 0.6799796760082245, "decode.d8.loss_cls": 0.3007032312452793, "decode.d8.loss_mask": 0.403535495698452, "decode.d8.loss_dice": 0.6918772548437119, "time": 0.5360455274581909, "memory": 7263, "step": 146500}
{"lr": 1.0768234743191684e-06, "data_time": 0.009589648246765137, "grad_norm": 84.84370651245118, "loss": 22.14976301193237, "decode.loss_cls": 0.37658960167318584, "decode.loss_mask": 0.7161228999495506, "decode.loss_dice": 0.8888254046440125, "decode.d0.loss_cls": 2.035826826095581, "decode.d0.loss_mask": 0.7702515214681626, "decode.d0.loss_dice": 1.020113569498062, "decode.d1.loss_cls": 0.5652222365140915, "decode.d1.loss_mask": 0.7503485441207886, "decode.d1.loss_dice": 0.9733643770217896, "decode.d2.loss_cls": 0.45963328555226324, "decode.d2.loss_mask": 0.7234406799077988, "decode.d2.loss_dice": 0.8701372802257538, "decode.d3.loss_cls": 0.40234186574816705, "decode.d3.loss_mask": 0.7258637800812722, "decode.d3.loss_dice": 0.8918824255466461, "decode.d4.loss_cls": 0.3872927244752645, "decode.d4.loss_mask": 0.7422409862279892, "decode.d4.loss_dice": 0.8851992368698121, "decode.d5.loss_cls": 0.3787518758326769, "decode.d5.loss_mask": 0.7255853205919266, "decode.d5.loss_dice": 0.8765401363372802, "decode.d6.loss_cls": 0.37505759336054323, "decode.d6.loss_mask": 0.7352971881628036, "decode.d6.loss_dice": 0.8938996821641922, "decode.d7.loss_cls": 0.3840262833982706, "decode.d7.loss_mask": 0.720378802716732, "decode.d7.loss_dice": 0.8690171986818314, "decode.d8.loss_cls": 0.3837202174589038, "decode.d8.loss_mask": 0.7323486804962158, "decode.d8.loss_dice": 0.890441620349884, "time": 0.5392545700073242, "memory": 7195, "step": 146550}
{"lr": 1.0732200486289665e-06, "data_time": 0.00954747200012207, "grad_norm": 89.50718841552734, "loss": 16.205929565429688, "decode.loss_cls": 0.21382181234657766, "decode.loss_mask": 0.45670991241931913, "decode.loss_dice": 0.7085837125778198, "decode.d0.loss_cls": 1.8026628494262695, "decode.d0.loss_mask": 0.47854547798633573, "decode.d0.loss_dice": 0.7957199946045875, "decode.d1.loss_cls": 0.4454228661954403, "decode.d1.loss_mask": 0.44836446940898894, "decode.d1.loss_dice": 0.7486243844032288, "decode.d2.loss_cls": 0.3672425337135792, "decode.d2.loss_mask": 0.45805393159389496, "decode.d2.loss_dice": 0.7319021180272103, "decode.d3.loss_cls": 0.24669374115765094, "decode.d3.loss_mask": 0.45505877733230593, "decode.d3.loss_dice": 0.7209959626197815, "decode.d4.loss_cls": 0.2814829137176275, "decode.d4.loss_mask": 0.45041544139385226, "decode.d4.loss_dice": 0.7101002246141433, "decode.d5.loss_cls": 0.29590038042515515, "decode.d5.loss_mask": 0.4502787128090858, "decode.d5.loss_dice": 0.7159034967422485, "decode.d6.loss_cls": 0.24595017712563277, "decode.d6.loss_mask": 0.45391220301389695, "decode.d6.loss_dice": 0.7128915518522263, "decode.d7.loss_cls": 0.24633122570812702, "decode.d7.loss_mask": 0.4492947980761528, "decode.d7.loss_dice": 0.7013301983475685, "decode.d8.loss_cls": 0.25103108733892443, "decode.d8.loss_mask": 0.45024051070213317, "decode.d8.loss_dice": 0.7124649748206139, "time": 0.5379220247268677, "memory": 7254, "step": 146600}
{"lr": 1.0696152781227804e-06, "data_time": 0.009584736824035645, "grad_norm": 85.44254188537597, "loss": 18.7725359916687, "decode.loss_cls": 0.37227519415318966, "decode.loss_mask": 0.5405932515859604, "decode.loss_dice": 0.769049534201622, "decode.d0.loss_cls": 2.0653454661369324, "decode.d0.loss_mask": 0.6324972987174988, "decode.d0.loss_dice": 0.9289414525032044, "decode.d1.loss_cls": 0.450235740095377, "decode.d1.loss_mask": 0.5671930849552155, "decode.d1.loss_dice": 0.8550793677568436, "decode.d2.loss_cls": 0.37966767251491546, "decode.d2.loss_mask": 0.5506387978792191, "decode.d2.loss_dice": 0.7809803456068038, "decode.d3.loss_cls": 0.35865186974406243, "decode.d3.loss_mask": 0.5416652828454971, "decode.d3.loss_dice": 0.7499150216579438, "decode.d4.loss_cls": 0.33445289060473443, "decode.d4.loss_mask": 0.5410155802965164, "decode.d4.loss_dice": 0.7796809256076813, "decode.d5.loss_cls": 0.33238628730177877, "decode.d5.loss_mask": 0.5403310328722, "decode.d5.loss_dice": 0.7708906412124634, "decode.d6.loss_cls": 0.40604528598487377, "decode.d6.loss_mask": 0.5407320708036423, "decode.d6.loss_dice": 0.7451719135046005, "decode.d7.loss_cls": 0.34132318533957007, "decode.d7.loss_mask": 0.5347638547420501, "decode.d7.loss_dice": 0.7344514787197113, "decode.d8.loss_cls": 0.3166683491319418, "decode.d8.loss_mask": 0.5530253201723099, "decode.d8.loss_dice": 0.7588679850101471, "time": 0.5627925395965576, "memory": 7238, "step": 146650}
{"lr": 1.066009157259106e-06, "data_time": 0.00945265293121338, "grad_norm": 91.41774787902833, "loss": 20.229707145690917, "decode.loss_cls": 0.3301097171381116, "decode.loss_mask": 0.5160470992326737, "decode.loss_dice": 0.8746027857065201, "decode.d0.loss_cls": 2.2840950727462768, "decode.d0.loss_mask": 0.6157675743103027, "decode.d0.loss_dice": 1.0049816071987152, "decode.d1.loss_cls": 0.5486377753317356, "decode.d1.loss_mask": 0.5464684993028641, "decode.d1.loss_dice": 0.94496069252491, "decode.d2.loss_cls": 0.4984737202525139, "decode.d2.loss_mask": 0.5300725430250168, "decode.d2.loss_dice": 0.8759795904159546, "decode.d3.loss_cls": 0.436446638032794, "decode.d3.loss_mask": 0.5227653950452804, "decode.d3.loss_dice": 0.8779921978712082, "decode.d4.loss_cls": 0.407335788756609, "decode.d4.loss_mask": 0.5214847594499588, "decode.d4.loss_dice": 0.8974081307649613, "decode.d5.loss_cls": 0.36895044334232807, "decode.d5.loss_mask": 0.51864874958992, "decode.d5.loss_dice": 0.9061824560165406, "decode.d6.loss_cls": 0.3397401822730899, "decode.d6.loss_mask": 0.5193538576364517, "decode.d6.loss_dice": 0.8989849865436554, "decode.d7.loss_cls": 0.31893659140914676, "decode.d7.loss_mask": 0.5164635837078094, "decode.d7.loss_dice": 0.8859604120254516, "decode.d8.loss_cls": 0.32293872013688085, "decode.d8.loss_mask": 0.5115637660026551, "decode.d8.loss_dice": 0.8883537530899048, "time": 0.5611434936523437, "memory": 7284, "step": 146700}
{"lr": 1.062401680452682e-06, "data_time": 0.00961308479309082, "grad_norm": 82.73419036865235, "loss": 20.531336879730226, "decode.loss_cls": 0.30447687283158303, "decode.loss_mask": 0.6124637618660926, "decode.loss_dice": 0.8470428735017776, "decode.d0.loss_cls": 2.049049162864685, "decode.d0.loss_mask": 0.6883852541446686, "decode.d0.loss_dice": 0.9784974575042724, "decode.d1.loss_cls": 0.5362162567675114, "decode.d1.loss_mask": 0.6689045652747154, "decode.d1.loss_dice": 0.9129830151796341, "decode.d2.loss_cls": 0.41486991867423056, "decode.d2.loss_mask": 0.635230852663517, "decode.d2.loss_dice": 0.9216328620910644, "decode.d3.loss_cls": 0.44291922599077227, "decode.d3.loss_mask": 0.6230408176779747, "decode.d3.loss_dice": 0.8583464533090591, "decode.d4.loss_cls": 0.3805338032543659, "decode.d4.loss_mask": 0.6125815361738205, "decode.d4.loss_dice": 0.8416389554738999, "decode.d5.loss_cls": 0.3887260764837265, "decode.d5.loss_mask": 0.618779057264328, "decode.d5.loss_dice": 0.8392414748668671, "decode.d6.loss_cls": 0.3315408483147621, "decode.d6.loss_mask": 0.6246848791837692, "decode.d6.loss_dice": 0.8425182402133942, "decode.d7.loss_cls": 0.31805781871080396, "decode.d7.loss_mask": 0.6235735028982162, "decode.d7.loss_dice": 0.8443476974964141, "decode.d8.loss_cls": 0.2896480061113834, "decode.d8.loss_mask": 0.6227806985378266, "decode.d8.loss_dice": 0.8586248219013214, "time": 0.5603543758392334, "memory": 7195, "step": 146750}
{"lr": 1.0587928420739782e-06, "data_time": 0.009482955932617188, "grad_norm": 86.32305107116699, "loss": 19.169743061065674, "decode.loss_cls": 0.3549071878194809, "decode.loss_mask": 0.5087958991527557, "decode.loss_dice": 0.779732272028923, "decode.d0.loss_cls": 2.0950175166130065, "decode.d0.loss_mask": 0.6411031290888787, "decode.d0.loss_dice": 0.9489509701728821, "decode.d1.loss_cls": 0.5600557029247284, "decode.d1.loss_mask": 0.5730705767869949, "decode.d1.loss_dice": 0.8824970364570618, "decode.d2.loss_cls": 0.43808393329381945, "decode.d2.loss_mask": 0.5536865532398224, "decode.d2.loss_dice": 0.8348649755120278, "decode.d3.loss_cls": 0.3569944232702255, "decode.d3.loss_mask": 0.5426227614283562, "decode.d3.loss_dice": 0.8151911050081253, "decode.d4.loss_cls": 0.364511439204216, "decode.d4.loss_mask": 0.5195337146520614, "decode.d4.loss_dice": 0.8031963884830475, "decode.d5.loss_cls": 0.35495887845754626, "decode.d5.loss_mask": 0.519401741027832, "decode.d5.loss_dice": 0.8079035565257072, "decode.d6.loss_cls": 0.35149962082505226, "decode.d6.loss_mask": 0.517342609167099, "decode.d6.loss_dice": 0.782613354921341, "decode.d7.loss_cls": 0.3487773142755032, "decode.d7.loss_mask": 0.5105272457003593, "decode.d7.loss_dice": 0.7776184231042862, "decode.d8.loss_cls": 0.36010337695479394, "decode.d8.loss_mask": 0.5012756183743476, "decode.d8.loss_dice": 0.7649065732955933, "time": 0.5357554912567138, "memory": 7297, "step": 146800}
{"lr": 1.0551826364486744e-06, "data_time": 0.009430289268493652, "grad_norm": 97.64001808166503, "loss": 19.612977504730225, "decode.loss_cls": 0.4803520396351814, "decode.loss_mask": 0.45297387689352037, "decode.loss_dice": 0.7749234080314636, "decode.d0.loss_cls": 2.2893558144569397, "decode.d0.loss_mask": 0.5130004674196244, "decode.d0.loss_dice": 0.9428470879793167, "decode.d1.loss_cls": 0.654184938967228, "decode.d1.loss_mask": 0.4852029889822006, "decode.d1.loss_dice": 0.8575665086507798, "decode.d2.loss_cls": 0.5772253945469856, "decode.d2.loss_mask": 0.47576686441898347, "decode.d2.loss_dice": 0.8056158274412155, "decode.d3.loss_cls": 0.5219238355755806, "decode.d3.loss_mask": 0.46379858404397967, "decode.d3.loss_dice": 0.7861199289560318, "decode.d4.loss_cls": 0.4749207429587841, "decode.d4.loss_mask": 0.45805439352989197, "decode.d4.loss_dice": 0.7871105253696442, "decode.d5.loss_cls": 0.49517787992954254, "decode.d5.loss_mask": 0.4579809993505478, "decode.d5.loss_dice": 0.7721656560897827, "decode.d6.loss_cls": 0.5184118926525116, "decode.d6.loss_mask": 0.45718138515949247, "decode.d6.loss_dice": 0.7714229732751846, "decode.d7.loss_cls": 0.4528713248670101, "decode.d7.loss_mask": 0.47057677507400514, "decode.d7.loss_dice": 0.7546945571899414, "decode.d8.loss_cls": 0.44611802101135256, "decode.d8.loss_mask": 0.452327287197113, "decode.d8.loss_dice": 0.7631058812141418, "time": 0.5607059717178344, "memory": 7279, "step": 146850}
{"lr": 1.0515710578571353e-06, "data_time": 0.009465885162353516, "grad_norm": 84.48724136352538, "loss": 20.205667304992676, "decode.loss_cls": 0.49275746271014215, "decode.loss_mask": 0.5757901296019554, "decode.loss_dice": 0.690990662574768, "decode.d0.loss_cls": 2.052269756793976, "decode.d0.loss_mask": 0.5930856317281723, "decode.d0.loss_dice": 0.8454042702913285, "decode.d1.loss_cls": 0.6964293837547302, "decode.d1.loss_mask": 0.5927258640527725, "decode.d1.loss_dice": 0.7480076789855957, "decode.d2.loss_cls": 0.7622971162199974, "decode.d2.loss_mask": 0.5575589329004288, "decode.d2.loss_dice": 0.6800647586584091, "decode.d3.loss_cls": 0.6538372054696083, "decode.d3.loss_mask": 0.5802357509732247, "decode.d3.loss_dice": 0.6985723406076432, "decode.d4.loss_cls": 0.5850630290806293, "decode.d4.loss_mask": 0.5989440619945526, "decode.d4.loss_dice": 0.6983637601137161, "decode.d5.loss_cls": 0.5347330577671527, "decode.d5.loss_mask": 0.5922589838504791, "decode.d5.loss_dice": 0.6787340819835663, "decode.d6.loss_cls": 0.4961920417845249, "decode.d6.loss_mask": 0.5780242860317231, "decode.d6.loss_dice": 0.6733721375465394, "decode.d7.loss_cls": 0.5152236290276051, "decode.d7.loss_mask": 0.5689377725124359, "decode.d7.loss_dice": 0.6849175781011582, "decode.d8.loss_cls": 0.5065713845193386, "decode.d8.loss_mask": 0.576518914103508, "decode.d8.loss_dice": 0.6977859139442444, "time": 0.5364503622055053, "memory": 7193, "step": 146900}
{"lr": 1.0479581005338707e-06, "data_time": 0.009541130065917969, "grad_norm": 118.85840454101563, "loss": 19.58277988433838, "decode.loss_cls": 0.3144944429397583, "decode.loss_mask": 0.5764774650335311, "decode.loss_dice": 0.8252610057592392, "decode.d0.loss_cls": 1.8525343179702758, "decode.d0.loss_mask": 0.6152191907167435, "decode.d0.loss_dice": 0.9193128108978271, "decode.d1.loss_cls": 0.5990423507988453, "decode.d1.loss_mask": 0.5969679400324821, "decode.d1.loss_dice": 0.8677891820669175, "decode.d2.loss_cls": 0.4435996312648058, "decode.d2.loss_mask": 0.5758212983608246, "decode.d2.loss_dice": 0.85678631067276, "decode.d3.loss_cls": 0.399834218993783, "decode.d3.loss_mask": 0.577452290058136, "decode.d3.loss_dice": 0.8465296715497971, "decode.d4.loss_cls": 0.3832842566072941, "decode.d4.loss_mask": 0.5751062452793121, "decode.d4.loss_dice": 0.8431979537010192, "decode.d5.loss_cls": 0.3420843414962292, "decode.d5.loss_mask": 0.5768020063638687, "decode.d5.loss_dice": 0.8254335790872573, "decode.d6.loss_cls": 0.36976873464882376, "decode.d6.loss_mask": 0.5686310857534409, "decode.d6.loss_dice": 0.8129344046115875, "decode.d7.loss_cls": 0.32283258698880674, "decode.d7.loss_mask": 0.5718644767999649, "decode.d7.loss_dice": 0.8309035003185272, "decode.d8.loss_cls": 0.27678133696317675, "decode.d8.loss_mask": 0.5756632685661316, "decode.d8.loss_dice": 0.8403709590435028, "time": 0.5614495038986206, "memory": 7200, "step": 146950}
{"lr": 1.0443437586669895e-06, "data_time": 0.009423089027404786, "grad_norm": 100.2796241760254, "loss": 20.962479877471925, "decode.loss_cls": 0.4343524962663651, "decode.loss_mask": 0.5311167031526566, "decode.loss_dice": 0.8096539378166199, "decode.d0.loss_cls": 2.0715456366539002, "decode.d0.loss_mask": 0.6694045901298523, "decode.d0.loss_dice": 0.9859991252422333, "decode.d1.loss_cls": 0.6086324773728847, "decode.d1.loss_mask": 0.6414077997207641, "decode.d1.loss_dice": 0.9755721598863601, "decode.d2.loss_cls": 0.5937092810869217, "decode.d2.loss_mask": 0.6106424987316131, "decode.d2.loss_dice": 0.8830163747072219, "decode.d3.loss_cls": 0.5192992687225342, "decode.d3.loss_mask": 0.57324378490448, "decode.d3.loss_dice": 0.8532944202423096, "decode.d4.loss_cls": 0.5070270240306854, "decode.d4.loss_mask": 0.5732844740152359, "decode.d4.loss_dice": 0.8577122867107392, "decode.d5.loss_cls": 0.5040128491818905, "decode.d5.loss_mask": 0.5579361498355866, "decode.d5.loss_dice": 0.8321041822433471, "decode.d6.loss_cls": 0.4443675883114338, "decode.d6.loss_mask": 0.5516971319913864, "decode.d6.loss_dice": 0.8263791739940644, "decode.d7.loss_cls": 0.4163585968315601, "decode.d7.loss_mask": 0.5460121273994446, "decode.d7.loss_dice": 0.8203252583742142, "decode.d8.loss_cls": 0.4013622023165226, "decode.d8.loss_mask": 0.5389309734106064, "decode.d8.loss_dice": 0.8240802377462387, "time": 0.5378239393234253, "memory": 7224, "step": 147000}
{"lr": 1.040728026397655e-06, "data_time": 0.009477376937866211, "grad_norm": 89.27167129516602, "loss": 21.91139497756958, "decode.loss_cls": 0.4632329661399126, "decode.loss_mask": 0.5551099330186844, "decode.loss_dice": 0.8501553893089294, "decode.d0.loss_cls": 2.1684195399284363, "decode.d0.loss_mask": 0.6489381164312362, "decode.d0.loss_dice": 1.0920034497976303, "decode.d1.loss_cls": 0.7539644569158555, "decode.d1.loss_mask": 0.6166120380163193, "decode.d1.loss_dice": 0.959131732583046, "decode.d2.loss_cls": 0.6316359102725982, "decode.d2.loss_mask": 0.5843687742948532, "decode.d2.loss_dice": 0.9162100374698638, "decode.d3.loss_cls": 0.5868622742593288, "decode.d3.loss_mask": 0.5763454407453537, "decode.d3.loss_dice": 0.8722848027944565, "decode.d4.loss_cls": 0.4958764649927616, "decode.d4.loss_mask": 0.5761860013008118, "decode.d4.loss_dice": 0.8872498393058776, "decode.d5.loss_cls": 0.5242135476320982, "decode.d5.loss_mask": 0.5572023153305053, "decode.d5.loss_dice": 0.8668178200721741, "decode.d6.loss_cls": 0.4949037995189428, "decode.d6.loss_mask": 0.557555103302002, "decode.d6.loss_dice": 0.8677227050065994, "decode.d7.loss_cls": 0.5006737362593412, "decode.d7.loss_mask": 0.5565463006496429, "decode.d7.loss_dice": 0.8583425462245942, "decode.d8.loss_cls": 0.4572939947247505, "decode.d8.loss_mask": 0.5540525704622269, "decode.d8.loss_dice": 0.8814833492040635, "time": 0.5368649005889893, "memory": 7220, "step": 147050}
{"lr": 1.0371108978195122e-06, "data_time": 0.009322261810302735, "grad_norm": 88.24225387573242, "loss": 18.772681713104248, "decode.loss_cls": 0.2823546100407839, "decode.loss_mask": 0.48407024443149566, "decode.loss_dice": 0.8329671949148179, "decode.d0.loss_cls": 1.9753686606884002, "decode.d0.loss_mask": 0.5399319007992744, "decode.d0.loss_dice": 1.0136558681726455, "decode.d1.loss_cls": 0.5028216257691384, "decode.d1.loss_mask": 0.5200236201286316, "decode.d1.loss_dice": 0.9021598517894744, "decode.d2.loss_cls": 0.42898299880325796, "decode.d2.loss_mask": 0.5140190169215202, "decode.d2.loss_dice": 0.8611080437898636, "decode.d3.loss_cls": 0.35538367442786695, "decode.d3.loss_mask": 0.49584109485149386, "decode.d3.loss_dice": 0.8462007880210877, "decode.d4.loss_cls": 0.29484305493533614, "decode.d4.loss_mask": 0.5002877622842788, "decode.d4.loss_dice": 0.8640448391437531, "decode.d5.loss_cls": 0.29814087934792044, "decode.d5.loss_mask": 0.5024636715650559, "decode.d5.loss_dice": 0.8540485084056855, "decode.d6.loss_cls": 0.28062811158597467, "decode.d6.loss_mask": 0.4924595966935158, "decode.d6.loss_dice": 0.8777854412794113, "decode.d7.loss_cls": 0.2753507591784, "decode.d7.loss_mask": 0.48440254628658297, "decode.d7.loss_dice": 0.8546603947877884, "decode.d8.loss_cls": 0.2541323406621814, "decode.d8.loss_mask": 0.49636459946632383, "decode.d8.loss_dice": 0.8881792664527893, "time": 0.5365616798400878, "memory": 7196, "step": 147100}
{"lr": 1.0334923669781223e-06, "data_time": 0.009627246856689453, "grad_norm": 89.92187843322753, "loss": 22.584732437133788, "decode.loss_cls": 0.3232566364109516, "decode.loss_mask": 0.6682646483182907, "decode.loss_dice": 0.9697959154844285, "decode.d0.loss_cls": 2.1521271586418154, "decode.d0.loss_mask": 0.7422216027975083, "decode.d0.loss_dice": 1.1607158765196801, "decode.d1.loss_cls": 0.6919453985989094, "decode.d1.loss_mask": 0.7064985394477844, "decode.d1.loss_dice": 1.0824701383709907, "decode.d2.loss_cls": 0.481617721170187, "decode.d2.loss_mask": 0.6879992932081223, "decode.d2.loss_dice": 1.0153096690773964, "decode.d3.loss_cls": 0.43572572320699693, "decode.d3.loss_mask": 0.6679415136575699, "decode.d3.loss_dice": 0.9755086779594422, "decode.d4.loss_cls": 0.404358945786953, "decode.d4.loss_mask": 0.6620944827795029, "decode.d4.loss_dice": 0.9679049998521805, "decode.d5.loss_cls": 0.3509919732809067, "decode.d5.loss_mask": 0.6559635788202286, "decode.d5.loss_dice": 0.9250246658921242, "decode.d6.loss_cls": 0.3894160412251949, "decode.d6.loss_mask": 0.6488851577043533, "decode.d6.loss_dice": 0.9598503679037094, "decode.d7.loss_cls": 0.3330944381654263, "decode.d7.loss_mask": 0.6553144484758378, "decode.d7.loss_dice": 0.9529342234134675, "decode.d8.loss_cls": 0.3345455266535282, "decode.d8.loss_mask": 0.6570417076349259, "decode.d8.loss_dice": 0.9259139895439148, "time": 0.5338644981384277, "memory": 7237, "step": 147150}
{"lr": 1.0298724278703832e-06, "data_time": 0.009606385231018066, "grad_norm": 94.69716720581054, "loss": 21.267664623260497, "decode.loss_cls": 0.4149801440536976, "decode.loss_mask": 0.6088287830352783, "decode.loss_dice": 0.7834989845752716, "decode.d0.loss_cls": 2.2641768217086793, "decode.d0.loss_mask": 0.6897831201553345, "decode.d0.loss_dice": 1.0060615509748458, "decode.d1.loss_cls": 0.6707080990076065, "decode.d1.loss_mask": 0.6205030024051666, "decode.d1.loss_dice": 0.8527711555361748, "decode.d2.loss_cls": 0.6117206364870071, "decode.d2.loss_mask": 0.62412029504776, "decode.d2.loss_dice": 0.8255548536777496, "decode.d3.loss_cls": 0.5445701673626899, "decode.d3.loss_mask": 0.6366505324840546, "decode.d3.loss_dice": 0.8028340518474579, "decode.d4.loss_cls": 0.49745680689811705, "decode.d4.loss_mask": 0.6188212454319, "decode.d4.loss_dice": 0.7914083734154701, "decode.d5.loss_cls": 0.46479309946298597, "decode.d5.loss_mask": 0.6233785480260849, "decode.d5.loss_dice": 0.7999607548117638, "decode.d6.loss_cls": 0.4559110924601555, "decode.d6.loss_mask": 0.6132462382316589, "decode.d6.loss_dice": 0.7771764159202575, "decode.d7.loss_cls": 0.4405893601477146, "decode.d7.loss_mask": 0.6158423513174057, "decode.d7.loss_dice": 0.7853858456015587, "decode.d8.loss_cls": 0.4310444168746471, "decode.d8.loss_mask": 0.6121479034423828, "decode.d8.loss_dice": 0.783739659190178, "time": 0.5599501848220825, "memory": 7233, "step": 147200}
{"lr": 1.0262510744439374e-06, "data_time": 0.009451723098754883, "grad_norm": 87.46216926574706, "loss": 19.52858934402466, "decode.loss_cls": 0.2632039342075586, "decode.loss_mask": 0.6068518757820129, "decode.loss_dice": 0.82143814265728, "decode.d0.loss_cls": 1.8501769423484802, "decode.d0.loss_mask": 0.6509245812892914, "decode.d0.loss_dice": 0.9620740860700607, "decode.d1.loss_cls": 0.49325617849826814, "decode.d1.loss_mask": 0.6416505604982377, "decode.d1.loss_dice": 0.9071092784404755, "decode.d2.loss_cls": 0.4168356664478779, "decode.d2.loss_mask": 0.6372942000627517, "decode.d2.loss_dice": 0.8520491063594818, "decode.d3.loss_cls": 0.329173069447279, "decode.d3.loss_mask": 0.627341166138649, "decode.d3.loss_dice": 0.8495820075273514, "decode.d4.loss_cls": 0.29415567964315414, "decode.d4.loss_mask": 0.6236327469348908, "decode.d4.loss_dice": 0.853446313738823, "decode.d5.loss_cls": 0.29378688223659993, "decode.d5.loss_mask": 0.6161797106266022, "decode.d5.loss_dice": 0.8214049160480499, "decode.d6.loss_cls": 0.2920187830924988, "decode.d6.loss_mask": 0.6101667404174804, "decode.d6.loss_dice": 0.8183895438909531, "decode.d7.loss_cls": 0.2777899745851755, "decode.d7.loss_mask": 0.6116415858268738, "decode.d7.loss_dice": 0.8197863817214965, "decode.d8.loss_cls": 0.269412612169981, "decode.d8.loss_mask": 0.6074479967355728, "decode.d8.loss_dice": 0.8103692889213562, "time": 0.5599783658981323, "memory": 7203, "step": 147250}
{"lr": 1.0226283005965722e-06, "data_time": 0.00951693058013916, "grad_norm": 86.8548454284668, "loss": 17.80520143508911, "decode.loss_cls": 0.23332624211907388, "decode.loss_mask": 0.5141028240323067, "decode.loss_dice": 0.7785121113061905, "decode.d0.loss_cls": 1.8053008496761322, "decode.d0.loss_mask": 0.5981738209724426, "decode.d0.loss_dice": 0.9379537671804428, "decode.d1.loss_cls": 0.3814970672130585, "decode.d1.loss_mask": 0.5333637982606888, "decode.d1.loss_dice": 0.8541755944490432, "decode.d2.loss_cls": 0.34477319940924644, "decode.d2.loss_mask": 0.5157968297600746, "decode.d2.loss_dice": 0.808499225974083, "decode.d3.loss_cls": 0.32437247782945633, "decode.d3.loss_mask": 0.5197678476572036, "decode.d3.loss_dice": 0.8321694314479828, "decode.d4.loss_cls": 0.29772852808237077, "decode.d4.loss_mask": 0.511607614159584, "decode.d4.loss_dice": 0.8097131729125977, "decode.d5.loss_cls": 0.2633348785340786, "decode.d5.loss_mask": 0.512786689400673, "decode.d5.loss_dice": 0.7870073854923249, "decode.d6.loss_cls": 0.246077261865139, "decode.d6.loss_mask": 0.5120426148176194, "decode.d6.loss_dice": 0.7715927571058273, "decode.d7.loss_cls": 0.2569543182849884, "decode.d7.loss_mask": 0.5127353757619858, "decode.d7.loss_dice": 0.7882253497838974, "decode.d8.loss_cls": 0.26898571848869324, "decode.d8.loss_mask": 0.5093190133571625, "decode.d8.loss_dice": 0.775305050611496, "time": 0.5890994787216186, "memory": 7239, "step": 147300}
{"lr": 1.0190041001756212e-06, "data_time": 0.009513616561889648, "grad_norm": 101.83568801879883, "loss": 18.3836829662323, "decode.loss_cls": 0.3677145282737911, "decode.loss_mask": 0.5515820622444153, "decode.loss_dice": 0.7107336103916169, "decode.d0.loss_cls": 1.818761157989502, "decode.d0.loss_mask": 0.6026702806353569, "decode.d0.loss_dice": 0.8446972787380218, "decode.d1.loss_cls": 0.5382205531001091, "decode.d1.loss_mask": 0.5685380965471267, "decode.d1.loss_dice": 0.8281944632530213, "decode.d2.loss_cls": 0.387989154830575, "decode.d2.loss_mask": 0.5758007824420929, "decode.d2.loss_dice": 0.7702825546264649, "decode.d3.loss_cls": 0.37043395154178144, "decode.d3.loss_mask": 0.5464142814278603, "decode.d3.loss_dice": 0.7345934361219406, "decode.d4.loss_cls": 0.42401126530021427, "decode.d4.loss_mask": 0.5478093609213829, "decode.d4.loss_dice": 0.720833134651184, "decode.d5.loss_cls": 0.3534589184448123, "decode.d5.loss_mask": 0.5676176980137825, "decode.d5.loss_dice": 0.754588958621025, "decode.d6.loss_cls": 0.3362416660413146, "decode.d6.loss_mask": 0.5668203622102738, "decode.d6.loss_dice": 0.7080772697925568, "decode.d7.loss_cls": 0.2799638118594885, "decode.d7.loss_mask": 0.5644826263189315, "decode.d7.loss_dice": 0.7344020053744316, "decode.d8.loss_cls": 0.32047014590352774, "decode.d8.loss_mask": 0.5689139410853385, "decode.d8.loss_dice": 0.7193652361631393, "time": 0.5343028545379639, "memory": 7226, "step": 147350}
{"lr": 1.0153784669773285e-06, "data_time": 0.00949721336364746, "grad_norm": 86.32274856567383, "loss": 15.965419578552247, "decode.loss_cls": 0.2672529803123325, "decode.loss_mask": 0.47745883017778395, "decode.loss_dice": 0.5745240963995457, "decode.d0.loss_cls": 1.971304976940155, "decode.d0.loss_mask": 0.530398316681385, "decode.d0.loss_dice": 0.715235224366188, "decode.d1.loss_cls": 0.5000747762620449, "decode.d1.loss_mask": 0.5084885999560356, "decode.d1.loss_dice": 0.6352072924375534, "decode.d2.loss_cls": 0.38097587544471023, "decode.d2.loss_mask": 0.5236477524042129, "decode.d2.loss_dice": 0.6277812078595162, "decode.d3.loss_cls": 0.3622479636222124, "decode.d3.loss_mask": 0.5107711270451546, "decode.d3.loss_dice": 0.5877611495554447, "decode.d4.loss_cls": 0.2880568042397499, "decode.d4.loss_mask": 0.5143669813871383, "decode.d4.loss_dice": 0.5976117014884949, "decode.d5.loss_cls": 0.2863547708839178, "decode.d5.loss_mask": 0.5083135053515434, "decode.d5.loss_dice": 0.5926733836531639, "decode.d6.loss_cls": 0.29490511352196336, "decode.d6.loss_mask": 0.4980495750904083, "decode.d6.loss_dice": 0.5862458474934101, "decode.d7.loss_cls": 0.25602929894812404, "decode.d7.loss_mask": 0.4859905570745468, "decode.d7.loss_dice": 0.5797073550522327, "decode.d8.loss_cls": 0.24589927420020102, "decode.d8.loss_mask": 0.48108437806367876, "decode.d8.loss_dice": 0.5770009033381939, "time": 0.5376465320587158, "memory": 7283, "step": 147400}
{"lr": 1.0117513947462338e-06, "data_time": 0.009434723854064941, "grad_norm": 84.80856285095214, "loss": 19.754686164855958, "decode.loss_cls": 0.3529657136648893, "decode.loss_mask": 0.5293221205472947, "decode.loss_dice": 0.8899421483278275, "decode.d0.loss_cls": 1.9080708384513856, "decode.d0.loss_mask": 0.6078417360782623, "decode.d0.loss_dice": 1.0622814685106277, "decode.d1.loss_cls": 0.5013846635818482, "decode.d1.loss_mask": 0.5133638590574264, "decode.d1.loss_dice": 0.9316828116774559, "decode.d2.loss_cls": 0.4267453320324421, "decode.d2.loss_mask": 0.49691579341888426, "decode.d2.loss_dice": 0.8940279126167298, "decode.d3.loss_cls": 0.41905928030610085, "decode.d3.loss_mask": 0.5039640545845032, "decode.d3.loss_dice": 0.8831437468528748, "decode.d4.loss_cls": 0.4184774972498417, "decode.d4.loss_mask": 0.5171170026063919, "decode.d4.loss_dice": 0.8915561854839325, "decode.d5.loss_cls": 0.33895375579595566, "decode.d5.loss_mask": 0.5142195045948028, "decode.d5.loss_dice": 0.9135881185531616, "decode.d6.loss_cls": 0.3437806397676468, "decode.d6.loss_mask": 0.5180243015289306, "decode.d6.loss_dice": 0.8811262771487236, "decode.d7.loss_cls": 0.32995590157806876, "decode.d7.loss_mask": 0.5389282077550888, "decode.d7.loss_dice": 0.9009342610836029, "decode.d8.loss_cls": 0.323881508782506, "decode.d8.loss_mask": 0.527650210261345, "decode.d8.loss_dice": 0.8757826149463653, "time": 0.5331254482269288, "memory": 7248, "step": 147450}
{"lr": 1.00812287717453e-06, "data_time": 0.009574317932128906, "grad_norm": 85.23556594848633, "loss": 20.156985092163087, "decode.loss_cls": 0.3573859095573425, "decode.loss_mask": 0.6084754526615143, "decode.loss_dice": 0.8778778702020645, "decode.d0.loss_cls": 1.7614660501480102, "decode.d0.loss_mask": 0.6511599957942963, "decode.d0.loss_dice": 0.9862837016582489, "decode.d1.loss_cls": 0.41896005570888517, "decode.d1.loss_mask": 0.6133191555738449, "decode.d1.loss_dice": 0.8924545735120774, "decode.d2.loss_cls": 0.3815961927175522, "decode.d2.loss_mask": 0.6200087338685989, "decode.d2.loss_dice": 0.8798707216978073, "decode.d3.loss_cls": 0.3937389403581619, "decode.d3.loss_mask": 0.620133051276207, "decode.d3.loss_dice": 0.8621982961893082, "decode.d4.loss_cls": 0.39174977503716946, "decode.d4.loss_mask": 0.6132413297891617, "decode.d4.loss_dice": 0.8657274067401886, "decode.d5.loss_cls": 0.3844879850745201, "decode.d5.loss_mask": 0.6233540147542953, "decode.d5.loss_dice": 0.8581543534994125, "decode.d6.loss_cls": 0.36799645721912383, "decode.d6.loss_mask": 0.6190298885107041, "decode.d6.loss_dice": 0.859457117319107, "decode.d7.loss_cls": 0.3649694386869669, "decode.d7.loss_mask": 0.611932224035263, "decode.d7.loss_dice": 0.8484528958797455, "decode.d8.loss_cls": 0.36007516011595725, "decode.d8.loss_mask": 0.6071372777223587, "decode.d8.loss_dice": 0.8562904894351959, "time": 0.5359355688095093, "memory": 7232, "step": 147500}
{"lr": 1.004492907901411e-06, "data_time": 0.009415388107299805, "grad_norm": 88.04068450927734, "loss": 18.616672897338866, "decode.loss_cls": 0.27862419858574866, "decode.loss_mask": 0.5675939217209816, "decode.loss_dice": 0.7697585612535477, "decode.d0.loss_cls": 1.7491848647594452, "decode.d0.loss_mask": 0.6495967730879784, "decode.d0.loss_dice": 0.9077135562896729, "decode.d1.loss_cls": 0.47809687703847886, "decode.d1.loss_mask": 0.5942818522453308, "decode.d1.loss_dice": 0.8210284858942032, "decode.d2.loss_cls": 0.334051064401865, "decode.d2.loss_mask": 0.5790928542613983, "decode.d2.loss_dice": 0.8129347741603852, "decode.d3.loss_cls": 0.33801037073135376, "decode.d3.loss_mask": 0.5864254832267761, "decode.d3.loss_dice": 0.7912719637155533, "decode.d4.loss_cls": 0.36747780367732047, "decode.d4.loss_mask": 0.576884213089943, "decode.d4.loss_dice": 0.8010292619466781, "decode.d5.loss_cls": 0.3521275147795677, "decode.d5.loss_mask": 0.5705281421542168, "decode.d5.loss_dice": 0.7744573444128037, "decode.d6.loss_cls": 0.30944916382431986, "decode.d6.loss_mask": 0.5744302660226822, "decode.d6.loss_dice": 0.7703079342842102, "decode.d7.loss_cls": 0.30118298083543776, "decode.d7.loss_mask": 0.5704946354031563, "decode.d7.loss_dice": 0.7735170245170593, "decode.d8.loss_cls": 0.2793134324252605, "decode.d8.loss_mask": 0.5679137125611305, "decode.d8.loss_dice": 0.7698925912380219, "time": 0.5366385459899903, "memory": 7210, "step": 147550}
{"lr": 1.0008614805124167e-06, "data_time": 0.009486174583435059, "grad_norm": 83.87189102172852, "loss": 26.051373958587646, "decode.loss_cls": 0.7564949274063111, "decode.loss_mask": 0.5925337105989457, "decode.loss_dice": 1.0054778337478638, "decode.d0.loss_cls": 2.4950068473815916, "decode.d0.loss_mask": 0.6201589465141296, "decode.d0.loss_dice": 1.2185577392578124, "decode.d1.loss_cls": 0.9651819169521332, "decode.d1.loss_mask": 0.6025520890951157, "decode.d1.loss_dice": 1.0988328337669373, "decode.d2.loss_cls": 0.8273414373397827, "decode.d2.loss_mask": 0.612505641579628, "decode.d2.loss_dice": 1.028502917289734, "decode.d3.loss_cls": 0.7775886133313179, "decode.d3.loss_mask": 0.6112286001443863, "decode.d3.loss_dice": 1.0376787960529328, "decode.d4.loss_cls": 0.7301995396614075, "decode.d4.loss_mask": 0.6223920017480851, "decode.d4.loss_dice": 1.0168264150619506, "decode.d5.loss_cls": 0.754138956964016, "decode.d5.loss_mask": 0.603834131360054, "decode.d5.loss_dice": 1.0064620196819305, "decode.d6.loss_cls": 0.760699886083603, "decode.d6.loss_mask": 0.5819708853960037, "decode.d6.loss_dice": 1.0165414959192276, "decode.d7.loss_cls": 0.720432797074318, "decode.d7.loss_mask": 0.6067013680934906, "decode.d7.loss_dice": 1.0109239041805267, "decode.d8.loss_cls": 0.7727693915367126, "decode.d8.loss_mask": 0.59990876019001, "decode.d8.loss_dice": 0.9979312926530838, "time": 0.5359108686447144, "memory": 7232, "step": 147600}
{"lr": 9.972285885387577e-07, "data_time": 0.009372591972351074, "grad_norm": 91.68600006103516, "loss": 18.075805187225342, "decode.loss_cls": 0.2310868412256241, "decode.loss_mask": 0.5133491098880768, "decode.loss_dice": 0.8210662961006164, "decode.d0.loss_cls": 1.7459600448608399, "decode.d0.loss_mask": 0.5744470596313477, "decode.d0.loss_dice": 0.9885662466287612, "decode.d1.loss_cls": 0.43235601112246513, "decode.d1.loss_mask": 0.5412165492773056, "decode.d1.loss_dice": 0.8728816598653794, "decode.d2.loss_cls": 0.26799880154430866, "decode.d2.loss_mask": 0.5291090458631516, "decode.d2.loss_dice": 0.8547540247440338, "decode.d3.loss_cls": 0.32016880214214327, "decode.d3.loss_mask": 0.5158632278442383, "decode.d3.loss_dice": 0.8264292716979981, "decode.d4.loss_cls": 0.25392294861376286, "decode.d4.loss_mask": 0.5264024823904038, "decode.d4.loss_dice": 0.843604576587677, "decode.d5.loss_cls": 0.25783707983791826, "decode.d5.loss_mask": 0.5162301033735275, "decode.d5.loss_dice": 0.8347005814313888, "decode.d6.loss_cls": 0.24985429048538207, "decode.d6.loss_mask": 0.5254352927207947, "decode.d6.loss_dice": 0.8252455979585648, "decode.d7.loss_cls": 0.22711385525763034, "decode.d7.loss_mask": 0.5195385634899139, "decode.d7.loss_dice": 0.8331527054309845, "decode.d8.loss_cls": 0.26688739471137524, "decode.d8.loss_mask": 0.520767530798912, "decode.d8.loss_dice": 0.839859601855278, "time": 0.5585579633712768, "memory": 7265, "step": 147650}
{"lr": 9.935942254566378e-07, "data_time": 0.009496235847473144, "grad_norm": 97.22054100036621, "loss": 23.041526508331298, "decode.loss_cls": 0.3738917913287878, "decode.loss_mask": 0.639056783914566, "decode.loss_dice": 0.9685085237026214, "decode.d0.loss_cls": 2.0093734741210936, "decode.d0.loss_mask": 0.7272751212120057, "decode.d0.loss_dice": 1.2017118781805038, "decode.d1.loss_cls": 0.6042526811361313, "decode.d1.loss_mask": 0.716017547249794, "decode.d1.loss_dice": 1.135990709066391, "decode.d2.loss_cls": 0.5138155743479729, "decode.d2.loss_mask": 0.689712405204773, "decode.d2.loss_dice": 1.0811335027217865, "decode.d3.loss_cls": 0.5597306832671165, "decode.d3.loss_mask": 0.6478083908557892, "decode.d3.loss_dice": 0.9718239471316338, "decode.d4.loss_cls": 0.4613896176218987, "decode.d4.loss_mask": 0.6467598348855972, "decode.d4.loss_dice": 0.9918151736259461, "decode.d5.loss_cls": 0.4508879240602255, "decode.d5.loss_mask": 0.6469247460365295, "decode.d5.loss_dice": 1.001670315861702, "decode.d6.loss_cls": 0.39635911472141744, "decode.d6.loss_mask": 0.6460751026868821, "decode.d6.loss_dice": 0.967183655500412, "decode.d7.loss_cls": 0.4007697932422161, "decode.d7.loss_mask": 0.6396954983472825, "decode.d7.loss_dice": 0.9633269399404526, "decode.d8.loss_cls": 0.3863329291343689, "decode.d8.loss_mask": 0.6401514619588852, "decode.d8.loss_dice": 0.9620801687240601, "time": 0.5363924741744995, "memory": 7186, "step": 147700}
{"lr": 9.899583846865548e-07, "data_time": 0.009325027465820312, "grad_norm": 92.77669143676758, "loss": 13.867959976196289, "decode.loss_cls": 0.16776680424809456, "decode.loss_mask": 0.4359414756298065, "decode.loss_dice": 0.6005865633487701, "decode.d0.loss_cls": 1.6768382966518403, "decode.d0.loss_mask": 0.47837385833263396, "decode.d0.loss_dice": 0.6482055068016053, "decode.d1.loss_cls": 0.3434488378465176, "decode.d1.loss_mask": 0.47132784873247147, "decode.d1.loss_dice": 0.6557269424200058, "decode.d2.loss_cls": 0.2890126250684261, "decode.d2.loss_mask": 0.4290780574083328, "decode.d2.loss_dice": 0.6025563269853592, "decode.d3.loss_cls": 0.20885279402136803, "decode.d3.loss_mask": 0.42075474858283995, "decode.d3.loss_dice": 0.5912855476140976, "decode.d4.loss_cls": 0.19589484110474586, "decode.d4.loss_mask": 0.41865352913737297, "decode.d4.loss_dice": 0.5752734303474426, "decode.d5.loss_cls": 0.20941244438290596, "decode.d5.loss_mask": 0.4091556653380394, "decode.d5.loss_dice": 0.5787367671728134, "decode.d6.loss_cls": 0.17235127463936806, "decode.d6.loss_mask": 0.40997246876358984, "decode.d6.loss_dice": 0.5770435184240341, "decode.d7.loss_cls": 0.1577393501996994, "decode.d7.loss_mask": 0.41599452272057535, "decode.d7.loss_dice": 0.5771957188844681, "decode.d8.loss_cls": 0.1577732630074024, "decode.d8.loss_mask": 0.4185781039297581, "decode.d8.loss_dice": 0.5744291990995407, "time": 0.534653902053833, "memory": 7186, "step": 147750}
{"lr": 9.863210595926008e-07, "data_time": 0.009277820587158203, "grad_norm": 98.5811710357666, "loss": 21.533458995819093, "decode.loss_cls": 0.37428312972187994, "decode.loss_mask": 0.7458922028541565, "decode.loss_dice": 0.8083761483430862, "decode.d0.loss_cls": 1.8683096170425415, "decode.d0.loss_mask": 0.8538168787956237, "decode.d0.loss_dice": 0.9639133006334305, "decode.d1.loss_cls": 0.5456636935472489, "decode.d1.loss_mask": 0.7713022202253341, "decode.d1.loss_dice": 0.8713598489761353, "decode.d2.loss_cls": 0.4108325943350792, "decode.d2.loss_mask": 0.7788904845714569, "decode.d2.loss_dice": 0.8365516066551208, "decode.d3.loss_cls": 0.4159140259027481, "decode.d3.loss_mask": 0.7385069668293, "decode.d3.loss_dice": 0.7931301519274712, "decode.d4.loss_cls": 0.42043923437595365, "decode.d4.loss_mask": 0.7574625760316849, "decode.d4.loss_dice": 0.812068235874176, "decode.d5.loss_cls": 0.36297828927636144, "decode.d5.loss_mask": 0.7500527471303939, "decode.d5.loss_dice": 0.8065142124891281, "decode.d6.loss_cls": 0.4209238037467003, "decode.d6.loss_mask": 0.7388952553272248, "decode.d6.loss_dice": 0.7896947249770164, "decode.d7.loss_cls": 0.4389218084514141, "decode.d7.loss_mask": 0.7358455687761307, "decode.d7.loss_dice": 0.800421704351902, "decode.d8.loss_cls": 0.3886854059994221, "decode.d8.loss_mask": 0.7479432761669159, "decode.d8.loss_dice": 0.7858689591288567, "time": 0.5615453481674194, "memory": 7255, "step": 147800}
{"lr": 9.826822434817421e-07, "data_time": 0.009532618522644042, "grad_norm": 96.09515113830567, "loss": 20.916064167022704, "decode.loss_cls": 0.4125699192285538, "decode.loss_mask": 0.6424136489629746, "decode.loss_dice": 0.841226902604103, "decode.d0.loss_cls": 1.867000949382782, "decode.d0.loss_mask": 0.7807516485452652, "decode.d0.loss_dice": 0.992641595005989, "decode.d1.loss_cls": 0.43803834468126296, "decode.d1.loss_mask": 0.7018728524446487, "decode.d1.loss_dice": 0.9442208021879196, "decode.d2.loss_cls": 0.4591825410723686, "decode.d2.loss_mask": 0.6982104182243347, "decode.d2.loss_dice": 0.9066326409578324, "decode.d3.loss_cls": 0.3848155245184898, "decode.d3.loss_mask": 0.67525994181633, "decode.d3.loss_dice": 0.8690129905939102, "decode.d4.loss_cls": 0.3554812014102936, "decode.d4.loss_mask": 0.6676674634218216, "decode.d4.loss_dice": 0.8854095622897148, "decode.d5.loss_cls": 0.3682405039668083, "decode.d5.loss_mask": 0.6489930033683777, "decode.d5.loss_dice": 0.8652403622865676, "decode.d6.loss_cls": 0.33785798996686933, "decode.d6.loss_mask": 0.6575872838497162, "decode.d6.loss_dice": 0.8401280313730239, "decode.d7.loss_cls": 0.35869205966591833, "decode.d7.loss_mask": 0.6484281033277511, "decode.d7.loss_dice": 0.8468013137578965, "decode.d8.loss_cls": 0.3343687728047371, "decode.d8.loss_mask": 0.6506405025720596, "decode.d8.loss_dice": 0.8366776287555695, "time": 0.5852964878082275, "memory": 7194, "step": 147850}
{"lr": 9.79041929603094e-07, "data_time": 0.00944204330444336, "grad_norm": 88.04490509033204, "loss": 17.95404186248779, "decode.loss_cls": 0.22929415926337243, "decode.loss_mask": 0.4458921104669571, "decode.loss_dice": 0.8277634233236313, "decode.d0.loss_cls": 1.9602243900299072, "decode.d0.loss_mask": 0.538374038040638, "decode.d0.loss_dice": 1.0154509127140046, "decode.d1.loss_cls": 0.46023435071110724, "decode.d1.loss_mask": 0.5134247735142707, "decode.d1.loss_dice": 0.9155958592891693, "decode.d2.loss_cls": 0.38787162601947783, "decode.d2.loss_mask": 0.4583883672952652, "decode.d2.loss_dice": 0.8566785246133805, "decode.d3.loss_cls": 0.3354542963206768, "decode.d3.loss_mask": 0.45284235626459124, "decode.d3.loss_dice": 0.8384353920817376, "decode.d4.loss_cls": 0.2790792990475893, "decode.d4.loss_mask": 0.4516117200255394, "decode.d4.loss_dice": 0.8245875477790833, "decode.d5.loss_cls": 0.27419299706816674, "decode.d5.loss_mask": 0.4548257149755955, "decode.d5.loss_dice": 0.8296474933624267, "decode.d6.loss_cls": 0.29024823270738126, "decode.d6.loss_mask": 0.45455804765224456, "decode.d6.loss_dice": 0.821740472316742, "decode.d7.loss_cls": 0.24327567890286445, "decode.d7.loss_mask": 0.44509925693273544, "decode.d7.loss_dice": 0.833899299800396, "decode.d8.loss_cls": 0.2373050730675459, "decode.d8.loss_mask": 0.4500518389046192, "decode.d8.loss_dice": 0.8279938593506813, "time": 0.5618370532989502, "memory": 7195, "step": 147900}
{"lr": 9.754001111471746e-07, "data_time": 0.009379434585571288, "grad_norm": 86.14410667419433, "loss": 18.573648929595947, "decode.loss_cls": 0.4134555097669363, "decode.loss_mask": 0.4410224184393883, "decode.loss_dice": 0.7901223242282868, "decode.d0.loss_cls": 1.9934338450431823, "decode.d0.loss_mask": 0.49292725175619123, "decode.d0.loss_dice": 0.8979889392852783, "decode.d1.loss_cls": 0.5535645239055157, "decode.d1.loss_mask": 0.4651582106947899, "decode.d1.loss_dice": 0.8416401952505111, "decode.d2.loss_cls": 0.5151522606611252, "decode.d2.loss_mask": 0.43427405655384066, "decode.d2.loss_dice": 0.8194689929485321, "decode.d3.loss_cls": 0.4475223831832409, "decode.d3.loss_mask": 0.45694939196109774, "decode.d3.loss_dice": 0.8104602187871933, "decode.d4.loss_cls": 0.4153406426310539, "decode.d4.loss_mask": 0.4586300432682037, "decode.d4.loss_dice": 0.7978586196899414, "decode.d5.loss_cls": 0.42401584684848787, "decode.d5.loss_mask": 0.47015582472085954, "decode.d5.loss_dice": 0.7975174069404602, "decode.d6.loss_cls": 0.4257600635290146, "decode.d6.loss_mask": 0.4306336835026741, "decode.d6.loss_dice": 0.7626883447170257, "decode.d7.loss_cls": 0.39998685047030447, "decode.d7.loss_mask": 0.43275264352560044, "decode.d7.loss_dice": 0.7846632242202759, "decode.d8.loss_cls": 0.384115381911397, "decode.d8.loss_mask": 0.42560392767190935, "decode.d8.loss_dice": 0.7907851547002792, "time": 0.5343387126922607, "memory": 7224, "step": 147950}
{"lr": 9.71756781245155e-07, "data_time": 0.009521293640136718, "grad_norm": 98.78510131835938, "loss": 19.694046664237977, "decode.loss_cls": 0.3532694045454264, "decode.loss_mask": 0.5309524610638618, "decode.loss_dice": 0.8198883220553398, "decode.d0.loss_cls": 2.0432610630989076, "decode.d0.loss_mask": 0.6179012283682823, "decode.d0.loss_dice": 0.9367609336972237, "decode.d1.loss_cls": 0.600579471886158, "decode.d1.loss_mask": 0.5701968342065811, "decode.d1.loss_dice": 0.8832882262766362, "decode.d2.loss_cls": 0.4981905575841665, "decode.d2.loss_mask": 0.5374844893813133, "decode.d2.loss_dice": 0.8572427317500114, "decode.d3.loss_cls": 0.45343999080359937, "decode.d3.loss_mask": 0.5377486184239387, "decode.d3.loss_dice": 0.8434605583548546, "decode.d4.loss_cls": 0.3617274433374405, "decode.d4.loss_mask": 0.5428831204771996, "decode.d4.loss_dice": 0.8235013201832772, "decode.d5.loss_cls": 0.4042468249797821, "decode.d5.loss_mask": 0.5359008684754372, "decode.d5.loss_dice": 0.7931790322065353, "decode.d6.loss_cls": 0.3611218348145485, "decode.d6.loss_mask": 0.5309932246804238, "decode.d6.loss_dice": 0.8039316058158874, "decode.d7.loss_cls": 0.3740082960575819, "decode.d7.loss_mask": 0.5412214010953903, "decode.d7.loss_dice": 0.8117292851209641, "decode.d8.loss_cls": 0.36101511418819426, "decode.d8.loss_mask": 0.5364671319723129, "decode.d8.loss_dice": 0.8284548133611679, "time": 0.5355327367782593, "memory": 7313, "step": 148000}
{"lr": 9.681119329680904e-07, "data_time": 0.00947871208190918, "grad_norm": 101.1828727722168, "loss": 16.227802562713624, "decode.loss_cls": 0.2901760468259454, "decode.loss_mask": 0.45921157896518705, "decode.loss_dice": 0.6879038125276565, "decode.d0.loss_cls": 1.7335651755332946, "decode.d0.loss_mask": 0.5026220262050629, "decode.d0.loss_dice": 0.7765076845884323, "decode.d1.loss_cls": 0.3930439852178097, "decode.d1.loss_mask": 0.475746414065361, "decode.d1.loss_dice": 0.74658482670784, "decode.d2.loss_cls": 0.3361571189016104, "decode.d2.loss_mask": 0.46684103906154634, "decode.d2.loss_dice": 0.7232821077108383, "decode.d3.loss_cls": 0.3043939247727394, "decode.d3.loss_mask": 0.4677999347448349, "decode.d3.loss_dice": 0.7064908385276795, "decode.d4.loss_cls": 0.2939175870269537, "decode.d4.loss_mask": 0.4684658408164978, "decode.d4.loss_dice": 0.708314061164856, "decode.d5.loss_cls": 0.2663936860859394, "decode.d5.loss_mask": 0.4621391296386719, "decode.d5.loss_dice": 0.7105522811412811, "decode.d6.loss_cls": 0.25496947690844535, "decode.d6.loss_mask": 0.46349743008613586, "decode.d6.loss_dice": 0.6911466360092163, "decode.d7.loss_cls": 0.27084012031555177, "decode.d7.loss_mask": 0.4607416570186615, "decode.d7.loss_dice": 0.6835388481616974, "decode.d8.loss_cls": 0.2536667637526989, "decode.d8.loss_mask": 0.46295281648635866, "decode.d8.loss_dice": 0.7063407093286515, "time": 0.5340878248214722, "memory": 7248, "step": 148050}
{"lr": 9.644655593261413e-07, "data_time": 0.009825706481933594, "grad_norm": 83.63503952026367, "loss": 21.87376708984375, "decode.loss_cls": 0.4479776196181774, "decode.loss_mask": 0.5680333286523819, "decode.loss_dice": 0.9198799103498458, "decode.d0.loss_cls": 1.8845114290714264, "decode.d0.loss_mask": 0.6121285617351532, "decode.d0.loss_dice": 1.0531073778867721, "decode.d1.loss_cls": 0.5811513885855675, "decode.d1.loss_mask": 0.6014035195112228, "decode.d1.loss_dice": 0.9980822980403901, "decode.d2.loss_cls": 0.5916410639882088, "decode.d2.loss_mask": 0.5886997997760772, "decode.d2.loss_dice": 0.9568156927824021, "decode.d3.loss_cls": 0.5555614873766899, "decode.d3.loss_mask": 0.5907276481389999, "decode.d3.loss_dice": 0.9342276573181152, "decode.d4.loss_cls": 0.5369952134788036, "decode.d4.loss_mask": 0.5594803214073181, "decode.d4.loss_dice": 0.9234277069568634, "decode.d5.loss_cls": 0.5351482942700386, "decode.d5.loss_mask": 0.5730487048625946, "decode.d5.loss_dice": 0.9348539173603058, "decode.d6.loss_cls": 0.47835861444473265, "decode.d6.loss_mask": 0.5809724301099777, "decode.d6.loss_dice": 0.9232893288135529, "decode.d7.loss_cls": 0.46827023923397065, "decode.d7.loss_mask": 0.57605020403862, "decode.d7.loss_dice": 0.9309647679328918, "decode.d8.loss_cls": 0.4645835503935814, "decode.d8.loss_mask": 0.5695231288671494, "decode.d8.loss_dice": 0.9348511397838593, "time": 0.5347911357879639, "memory": 7283, "step": 148100}
{"lr": 9.60817653267778e-07, "data_time": 0.009551572799682616, "grad_norm": 93.20431137084961, "loss": 21.85621757507324, "decode.loss_cls": 0.3416823753621429, "decode.loss_mask": 0.6370503753423691, "decode.loss_dice": 0.890109258890152, "decode.d0.loss_cls": 1.8214137554168701, "decode.d0.loss_mask": 0.7436521738767624, "decode.d0.loss_dice": 1.1061515495181085, "decode.d1.loss_cls": 0.6420829769223928, "decode.d1.loss_mask": 0.6735184669494629, "decode.d1.loss_dice": 1.0200241282582283, "decode.d2.loss_cls": 0.6399950133636594, "decode.d2.loss_mask": 0.6406475871801376, "decode.d2.loss_dice": 0.9208503618836403, "decode.d3.loss_cls": 0.5090980264358222, "decode.d3.loss_mask": 0.6391653954982758, "decode.d3.loss_dice": 0.9016642153263092, "decode.d4.loss_cls": 0.4768206873442978, "decode.d4.loss_mask": 0.639652556180954, "decode.d4.loss_dice": 0.9140025958418846, "decode.d5.loss_cls": 0.4184243638068438, "decode.d5.loss_mask": 0.6362039938569068, "decode.d5.loss_dice": 0.8916735634207725, "decode.d6.loss_cls": 0.41079802382737396, "decode.d6.loss_mask": 0.638359072804451, "decode.d6.loss_dice": 0.9130976721644402, "decode.d7.loss_cls": 0.3654133959673345, "decode.d7.loss_mask": 0.633405402302742, "decode.d7.loss_dice": 0.8896948665380477, "decode.d8.loss_cls": 0.3685687277466059, "decode.d8.loss_mask": 0.6426120266318321, "decode.d8.loss_dice": 0.8903849273920059, "time": 0.5362640142440795, "memory": 7204, "step": 148150}
{"lr": 9.571682076789766e-07, "data_time": 0.009331512451171874, "grad_norm": 96.61505889892578, "loss": 20.247068023681642, "decode.loss_cls": 0.3473843574523926, "decode.loss_mask": 0.594680155813694, "decode.loss_dice": 0.792839640378952, "decode.d0.loss_cls": 1.972114908695221, "decode.d0.loss_mask": 0.659963670372963, "decode.d0.loss_dice": 0.9693953454494476, "decode.d1.loss_cls": 0.6576111480593682, "decode.d1.loss_mask": 0.629792395234108, "decode.d1.loss_dice": 0.8767667979001998, "decode.d2.loss_cls": 0.4705563187599182, "decode.d2.loss_mask": 0.6375537559390068, "decode.d2.loss_dice": 0.8611505717039108, "decode.d3.loss_cls": 0.434407539665699, "decode.d3.loss_mask": 0.6168176725506782, "decode.d3.loss_dice": 0.814498421549797, "decode.d4.loss_cls": 0.40040563568472864, "decode.d4.loss_mask": 0.6075099885463715, "decode.d4.loss_dice": 0.8229349493980408, "decode.d5.loss_cls": 0.3669659473001957, "decode.d5.loss_mask": 0.6025426343083382, "decode.d5.loss_dice": 0.8197573244571685, "decode.d6.loss_cls": 0.3792272858321667, "decode.d6.loss_mask": 0.5928965821862221, "decode.d6.loss_dice": 0.8045560777187347, "decode.d7.loss_cls": 0.35616541355848313, "decode.d7.loss_mask": 0.5968761518597603, "decode.d7.loss_dice": 0.8022578209638596, "decode.d8.loss_cls": 0.3545164577662945, "decode.d8.loss_mask": 0.5957649648189545, "decode.d8.loss_dice": 0.8091589629650116, "time": 0.5346582412719727, "memory": 7234, "step": 148200}
{"lr": 9.535172153823972e-07, "data_time": 0.009297585487365723, "grad_norm": 86.55915756225586, "loss": 20.427505445480346, "decode.loss_cls": 0.4978645831346512, "decode.loss_mask": 0.4378741383552551, "decode.loss_dice": 0.8396369069814682, "decode.d0.loss_cls": 2.12638601064682, "decode.d0.loss_mask": 0.5034686982631683, "decode.d0.loss_dice": 0.977273553609848, "decode.d1.loss_cls": 0.772680813074112, "decode.d1.loss_mask": 0.46722734421491624, "decode.d1.loss_dice": 0.9434354946017265, "decode.d2.loss_cls": 0.5972922876477241, "decode.d2.loss_mask": 0.46883772909641264, "decode.d2.loss_dice": 0.8826030716300011, "decode.d3.loss_cls": 0.571736241877079, "decode.d3.loss_mask": 0.45946274548768995, "decode.d3.loss_dice": 0.8645948007702827, "decode.d4.loss_cls": 0.5108181163668633, "decode.d4.loss_mask": 0.45355384349822997, "decode.d4.loss_dice": 0.8658462673425674, "decode.d5.loss_cls": 0.5676763549447059, "decode.d5.loss_mask": 0.44822542667388915, "decode.d5.loss_dice": 0.8788187295198441, "decode.d6.loss_cls": 0.5198859199881554, "decode.d6.loss_mask": 0.4494267895817757, "decode.d6.loss_dice": 0.8463907778263092, "decode.d7.loss_cls": 0.45960738956928254, "decode.d7.loss_mask": 0.43991316854953766, "decode.d7.loss_dice": 0.8477072104811668, "decode.d8.loss_cls": 0.45331938564777374, "decode.d8.loss_mask": 0.44396929293870924, "decode.d8.loss_dice": 0.8319719910621644, "time": 0.5374834060668945, "memory": 7207, "step": 148250}
{"lr": 9.498646691365461e-07, "data_time": 0.009309911727905273, "grad_norm": 80.8527328491211, "loss": 20.082937288284302, "decode.loss_cls": 0.2548522254452109, "decode.loss_mask": 0.6544165462255478, "decode.loss_dice": 0.8355240076780319, "decode.d0.loss_cls": 1.7712206304073335, "decode.d0.loss_mask": 0.7249555736780167, "decode.d0.loss_dice": 0.9830056577920914, "decode.d1.loss_cls": 0.4927962016314268, "decode.d1.loss_mask": 0.6771146118640899, "decode.d1.loss_dice": 0.9002369776368141, "decode.d2.loss_cls": 0.39467208851128815, "decode.d2.loss_mask": 0.6576125517487525, "decode.d2.loss_dice": 0.8902449399232865, "decode.d3.loss_cls": 0.33733356446027757, "decode.d3.loss_mask": 0.6682704448699951, "decode.d3.loss_dice": 0.897067055106163, "decode.d4.loss_cls": 0.34361982326954604, "decode.d4.loss_mask": 0.6356797754764557, "decode.d4.loss_dice": 0.8371043935418129, "decode.d5.loss_cls": 0.31167751662433146, "decode.d5.loss_mask": 0.6365504086017608, "decode.d5.loss_dice": 0.8463326632976532, "decode.d6.loss_cls": 0.27851181887090204, "decode.d6.loss_mask": 0.6486138567328453, "decode.d6.loss_dice": 0.8661946266889572, "decode.d7.loss_cls": 0.2754694402217865, "decode.d7.loss_mask": 0.6478174701333046, "decode.d7.loss_dice": 0.8484870553016662, "decode.d8.loss_cls": 0.2684043888002634, "decode.d8.loss_mask": 0.647743996977806, "decode.d8.loss_dice": 0.8514069497585297, "time": 0.5361156463623047, "memory": 7219, "step": 148300}
{"lr": 9.46210561634929e-07, "data_time": 0.00964217185974121, "grad_norm": 95.71390380859376, "loss": 24.888014125823975, "decode.loss_cls": 0.47595673725008963, "decode.loss_mask": 0.76123928129673, "decode.loss_dice": 1.038171523809433, "decode.d0.loss_cls": 1.7880135536193849, "decode.d0.loss_mask": 0.7499738365411759, "decode.d0.loss_dice": 1.1757583975791932, "decode.d1.loss_cls": 0.6620193667709827, "decode.d1.loss_mask": 0.8152427941560745, "decode.d1.loss_dice": 1.109626942873001, "decode.d2.loss_cls": 0.5828730382025242, "decode.d2.loss_mask": 0.799352952837944, "decode.d2.loss_dice": 1.066701191663742, "decode.d3.loss_cls": 0.5235878892242909, "decode.d3.loss_mask": 0.7911229759454728, "decode.d3.loss_dice": 1.0825022399425506, "decode.d4.loss_cls": 0.5211127951741219, "decode.d4.loss_mask": 0.7608556568622589, "decode.d4.loss_dice": 1.048779958486557, "decode.d5.loss_cls": 0.5189745552837849, "decode.d5.loss_mask": 0.738639286160469, "decode.d5.loss_dice": 1.0374651670455932, "decode.d6.loss_cls": 0.5323569551110268, "decode.d6.loss_mask": 0.7372022867202759, "decode.d6.loss_dice": 1.0200210332870483, "decode.d7.loss_cls": 0.5214075922966004, "decode.d7.loss_mask": 0.7380156189203262, "decode.d7.loss_dice": 1.0136781573295592, "decode.d8.loss_cls": 0.5237670086324215, "decode.d8.loss_mask": 0.7402554988861084, "decode.d8.loss_dice": 1.0133400917053224, "time": 0.5870911598205566, "memory": 7253, "step": 148350}
{"lr": 9.425548855051825e-07, "data_time": 0.009493207931518555, "grad_norm": 95.35474891662598, "loss": 23.194711112976073, "decode.loss_cls": 0.48456071838736536, "decode.loss_mask": 0.4760055184364319, "decode.loss_dice": 1.0077654853463174, "decode.d0.loss_cls": 2.1976483345031737, "decode.d0.loss_mask": 0.5679409727454185, "decode.d0.loss_dice": 1.1936094969511033, "decode.d1.loss_cls": 0.8022413484752178, "decode.d1.loss_mask": 0.519711634516716, "decode.d1.loss_dice": 1.0961457729339599, "decode.d2.loss_cls": 0.7282583396881819, "decode.d2.loss_mask": 0.5343802005052567, "decode.d2.loss_dice": 1.1018699780106544, "decode.d3.loss_cls": 0.6505820125341415, "decode.d3.loss_mask": 0.5367203891277313, "decode.d3.loss_dice": 1.059058640897274, "decode.d4.loss_cls": 0.5785734474658966, "decode.d4.loss_mask": 0.4966266393661499, "decode.d4.loss_dice": 1.0183299958705903, "decode.d5.loss_cls": 0.5797966424375772, "decode.d5.loss_mask": 0.5268041998147964, "decode.d5.loss_dice": 1.0441757455468177, "decode.d6.loss_cls": 0.5345632918179035, "decode.d6.loss_mask": 0.47507001608610155, "decode.d6.loss_dice": 1.0048840373754502, "decode.d7.loss_cls": 0.5267047766596079, "decode.d7.loss_mask": 0.478422737121582, "decode.d7.loss_dice": 0.9691444784402847, "decode.d8.loss_cls": 0.5619535837322474, "decode.d8.loss_mask": 0.4729627504944801, "decode.d8.loss_dice": 0.970200702548027, "time": 0.561361575126648, "memory": 7251, "step": 148400}
{"lr": 9.388976333081961e-07, "data_time": 0.009586906433105469, "grad_norm": 90.23650131225585, "loss": 18.665097951889038, "decode.loss_cls": 0.2655237134546041, "decode.loss_mask": 0.5639836087822914, "decode.loss_dice": 0.7876009911298751, "decode.d0.loss_cls": 1.7602464199066161, "decode.d0.loss_mask": 0.6492229789495468, "decode.d0.loss_dice": 0.8948268711566925, "decode.d1.loss_cls": 0.4154635012149811, "decode.d1.loss_mask": 0.6352351188659668, "decode.d1.loss_dice": 0.8815669059753418, "decode.d2.loss_cls": 0.3766445994377136, "decode.d2.loss_mask": 0.6058214455842972, "decode.d2.loss_dice": 0.8335211545228958, "decode.d3.loss_cls": 0.32240053340792657, "decode.d3.loss_mask": 0.5858165711164475, "decode.d3.loss_dice": 0.8303849488496781, "decode.d4.loss_cls": 0.306793662160635, "decode.d4.loss_mask": 0.5762257188558578, "decode.d4.loss_dice": 0.8036499381065368, "decode.d5.loss_cls": 0.2712032929062843, "decode.d5.loss_mask": 0.5776686847209931, "decode.d5.loss_dice": 0.807589203119278, "decode.d6.loss_cls": 0.2732951581478119, "decode.d6.loss_mask": 0.5721682697534561, "decode.d6.loss_dice": 0.798363596200943, "decode.d7.loss_cls": 0.2604075312614441, "decode.d7.loss_mask": 0.5700802743434906, "decode.d7.loss_dice": 0.8033506989479064, "decode.d8.loss_cls": 0.25455036833882333, "decode.d8.loss_mask": 0.5709130972623825, "decode.d8.loss_dice": 0.8105790048837662, "time": 0.5637807607650757, "memory": 7273, "step": 148450}
{"lr": 9.352387975372163e-07, "data_time": 0.009339118003845214, "grad_norm": 91.85769653320312, "loss": 20.968768548965453, "decode.loss_cls": 0.34252632334828376, "decode.loss_mask": 0.6307579547166824, "decode.loss_dice": 0.8746611714363098, "decode.d0.loss_cls": 2.059401750564575, "decode.d0.loss_mask": 0.7189055562019349, "decode.d0.loss_dice": 1.0205175310373307, "decode.d1.loss_cls": 0.5827685475349427, "decode.d1.loss_mask": 0.6709788799285888, "decode.d1.loss_dice": 0.9196532174944878, "decode.d2.loss_cls": 0.437097742408514, "decode.d2.loss_mask": 0.6414945811033249, "decode.d2.loss_dice": 0.8796562910079956, "decode.d3.loss_cls": 0.38133440017700193, "decode.d3.loss_mask": 0.6283693671226501, "decode.d3.loss_dice": 0.893472470343113, "decode.d4.loss_cls": 0.36381694972515105, "decode.d4.loss_mask": 0.6453734636306763, "decode.d4.loss_dice": 0.8860597252845764, "decode.d5.loss_cls": 0.34704472199082376, "decode.d5.loss_mask": 0.6342758774757385, "decode.d5.loss_dice": 0.8805005520582199, "decode.d6.loss_cls": 0.3623207248747349, "decode.d6.loss_mask": 0.6215501368045807, "decode.d6.loss_dice": 0.8659370243549347, "decode.d7.loss_cls": 0.3358649291098118, "decode.d7.loss_mask": 0.6369590163230896, "decode.d7.loss_dice": 0.8634965479373932, "decode.d8.loss_cls": 0.34754409193992614, "decode.d8.loss_mask": 0.6167006015777587, "decode.d8.loss_dice": 0.8797301232814789, "time": 0.5374402046203614, "memory": 7213, "step": 148500}
{"lr": 9.315783706169352e-07, "data_time": 0.009271240234375, "grad_norm": 90.43986282348632, "loss": 18.462281370162962, "decode.loss_cls": 0.3868574805557728, "decode.loss_mask": 0.5204405054450035, "decode.loss_dice": 0.6960669308900833, "decode.d0.loss_cls": 2.0031582355499267, "decode.d0.loss_mask": 0.5530516460537911, "decode.d0.loss_dice": 0.8759363755583763, "decode.d1.loss_cls": 0.5128233730792999, "decode.d1.loss_mask": 0.5606547467410564, "decode.d1.loss_dice": 0.7948338925838471, "decode.d2.loss_cls": 0.39157155230641366, "decode.d2.loss_mask": 0.5693558424711227, "decode.d2.loss_dice": 0.773883230984211, "decode.d3.loss_cls": 0.3872324705123901, "decode.d3.loss_mask": 0.5423925690352916, "decode.d3.loss_dice": 0.7231696948409081, "decode.d4.loss_cls": 0.3969133883714676, "decode.d4.loss_mask": 0.5385943137109279, "decode.d4.loss_dice": 0.7172751903533936, "decode.d5.loss_cls": 0.3728542819619179, "decode.d5.loss_mask": 0.5501393035054207, "decode.d5.loss_dice": 0.7498095229268074, "decode.d6.loss_cls": 0.3952247388660908, "decode.d6.loss_mask": 0.5359878391027451, "decode.d6.loss_dice": 0.7085577890276908, "decode.d7.loss_cls": 0.375857512280345, "decode.d7.loss_mask": 0.5377460815012455, "decode.d7.loss_dice": 0.722044688463211, "decode.d8.loss_cls": 0.34897242933511735, "decode.d8.loss_mask": 0.5130156867206097, "decode.d8.loss_dice": 0.7078610807657242, "time": 0.536702823638916, "memory": 7166, "step": 148550}
{"lr": 9.279163449025595e-07, "data_time": 0.009441304206848144, "grad_norm": 84.34385032653809, "loss": 17.53092756271362, "decode.loss_cls": 0.22373489737510682, "decode.loss_mask": 0.5000335469841957, "decode.loss_dice": 0.7651523768901825, "decode.d0.loss_cls": 1.7871451139450074, "decode.d0.loss_mask": 0.58310506939888, "decode.d0.loss_dice": 0.9134858429431916, "decode.d1.loss_cls": 0.43183649331331253, "decode.d1.loss_mask": 0.559924203157425, "decode.d1.loss_dice": 0.8454626202583313, "decode.d2.loss_cls": 0.27971585988998415, "decode.d2.loss_mask": 0.5701134324073791, "decode.d2.loss_dice": 0.8456369757652282, "decode.d3.loss_cls": 0.29789421111345293, "decode.d3.loss_mask": 0.5197644725441932, "decode.d3.loss_dice": 0.7913258522748947, "decode.d4.loss_cls": 0.2687631666660309, "decode.d4.loss_mask": 0.5039746105670929, "decode.d4.loss_dice": 0.7808933734893799, "decode.d5.loss_cls": 0.2610378324985504, "decode.d5.loss_mask": 0.5078960195183754, "decode.d5.loss_dice": 0.7815145701169968, "decode.d6.loss_cls": 0.2601091004908085, "decode.d6.loss_mask": 0.5010008931159973, "decode.d6.loss_dice": 0.7651804059743881, "decode.d7.loss_cls": 0.2282569922506809, "decode.d7.loss_mask": 0.5006156116724014, "decode.d7.loss_dice": 0.7733776688575744, "decode.d8.loss_cls": 0.21077385395765305, "decode.d8.loss_mask": 0.5007366150617599, "decode.d8.loss_dice": 0.7724656492471695, "time": 0.5369844675064087, "memory": 7219, "step": 148600}
{"lr": 9.242527126788674e-07, "data_time": 0.009333658218383788, "grad_norm": 76.01188659667969, "loss": 22.26215615272522, "decode.loss_cls": 0.3406618107110262, "decode.loss_mask": 0.5949191972613335, "decode.loss_dice": 0.9737361013889313, "decode.d0.loss_cls": 2.140034890174866, "decode.d0.loss_mask": 0.6730563938617706, "decode.d0.loss_dice": 1.16651521474123, "decode.d1.loss_cls": 0.6362586170434952, "decode.d1.loss_mask": 0.6171951025724411, "decode.d1.loss_dice": 1.0678737580776214, "decode.d2.loss_cls": 0.4915813848376274, "decode.d2.loss_mask": 0.5874937087297439, "decode.d2.loss_dice": 1.00681873857975, "decode.d3.loss_cls": 0.5046456947922706, "decode.d3.loss_mask": 0.6020185098052024, "decode.d3.loss_dice": 1.0100997760891914, "decode.d4.loss_cls": 0.46272911354899404, "decode.d4.loss_mask": 0.6006336852908134, "decode.d4.loss_dice": 0.9913775101304054, "decode.d5.loss_cls": 0.3971311364322901, "decode.d5.loss_mask": 0.5949411794543267, "decode.d5.loss_dice": 0.9961738839745522, "decode.d6.loss_cls": 0.4206115283071995, "decode.d6.loss_mask": 0.5900309547781944, "decode.d6.loss_dice": 0.958008973300457, "decode.d7.loss_cls": 0.3610690705478191, "decode.d7.loss_mask": 0.5839936569333076, "decode.d7.loss_dice": 0.9681144416332245, "decode.d8.loss_cls": 0.343251559138298, "decode.d8.loss_mask": 0.594023759663105, "decode.d8.loss_dice": 0.9871557861566543, "time": 0.5375090122222901, "memory": 7187, "step": 148650}
{"lr": 9.205874661592467e-07, "data_time": 0.009395837783813477, "grad_norm": 100.36010551452637, "loss": 20.20177593231201, "decode.loss_cls": 0.35912691671401265, "decode.loss_mask": 0.45737038999795915, "decode.loss_dice": 0.929090429842472, "decode.d0.loss_cls": 2.0619113206863404, "decode.d0.loss_mask": 0.5434300512075424, "decode.d0.loss_dice": 1.0863032028079034, "decode.d1.loss_cls": 0.540455574542284, "decode.d1.loss_mask": 0.5150242879986763, "decode.d1.loss_dice": 1.0461176037788391, "decode.d2.loss_cls": 0.4657543461769819, "decode.d2.loss_mask": 0.47759215235710145, "decode.d2.loss_dice": 0.9690214231610298, "decode.d3.loss_cls": 0.43428442291915414, "decode.d3.loss_mask": 0.4682105630636215, "decode.d3.loss_dice": 0.9277411125600338, "decode.d4.loss_cls": 0.38063353579491377, "decode.d4.loss_mask": 0.47235690206289294, "decode.d4.loss_dice": 0.9323689848184585, "decode.d5.loss_cls": 0.3753739897161722, "decode.d5.loss_mask": 0.4609296262264252, "decode.d5.loss_dice": 0.9312533229589463, "decode.d6.loss_cls": 0.39505165349692106, "decode.d6.loss_mask": 0.46669179052114484, "decode.d6.loss_dice": 0.9258397743105888, "decode.d7.loss_cls": 0.4226077081635594, "decode.d7.loss_mask": 0.4645783856511116, "decode.d7.loss_dice": 0.9416120648384094, "decode.d8.loss_cls": 0.36031835079193114, "decode.d8.loss_mask": 0.46509471982717515, "decode.d8.loss_dice": 0.9256310045719147, "time": 0.5374465942382812, "memory": 7326, "step": 148700}
{"lr": 9.169205974847162e-07, "data_time": 0.009351992607116699, "grad_norm": 80.3793716430664, "loss": 20.237190628051756, "decode.loss_cls": 0.3469635508954525, "decode.loss_mask": 0.5741418033838273, "decode.loss_dice": 0.8500745266675949, "decode.d0.loss_cls": 1.8304320991039276, "decode.d0.loss_mask": 0.635284373164177, "decode.d0.loss_dice": 0.9587843403220176, "decode.d1.loss_cls": 0.6593529306352138, "decode.d1.loss_mask": 0.6406362920999527, "decode.d1.loss_dice": 0.9076683416962623, "decode.d2.loss_cls": 0.5684373170137406, "decode.d2.loss_mask": 0.6045157045125962, "decode.d2.loss_dice": 0.8831756129860878, "decode.d3.loss_cls": 0.46138727851212025, "decode.d3.loss_mask": 0.586762073636055, "decode.d3.loss_dice": 0.8359576925635338, "decode.d4.loss_cls": 0.4316521272063255, "decode.d4.loss_mask": 0.5883920013904571, "decode.d4.loss_dice": 0.8354906260967254, "decode.d5.loss_cls": 0.3968068487942219, "decode.d5.loss_mask": 0.583314374089241, "decode.d5.loss_dice": 0.8279427021741868, "decode.d6.loss_cls": 0.3945133663713932, "decode.d6.loss_mask": 0.5693428903818131, "decode.d6.loss_dice": 0.8131792709231377, "decode.d7.loss_cls": 0.3488024789839983, "decode.d7.loss_mask": 0.5659147679805756, "decode.d7.loss_dice": 0.8121775433421135, "decode.d8.loss_cls": 0.3162218265235424, "decode.d8.loss_mask": 0.575379291176796, "decode.d8.loss_dice": 0.834486936032772, "time": 0.5367425441741943, "memory": 7186, "step": 148750}
{"lr": 9.132520987229241e-07, "data_time": 0.009393072128295899, "grad_norm": 101.58789672851563, "loss": 18.24460549354553, "decode.loss_cls": 0.3101143192499876, "decode.loss_mask": 0.45788049697875977, "decode.loss_dice": 0.7813244357705116, "decode.d0.loss_cls": 1.883387315273285, "decode.d0.loss_mask": 0.5431681752204895, "decode.d0.loss_dice": 0.9001342743635178, "decode.d1.loss_cls": 0.6244434684514999, "decode.d1.loss_mask": 0.4613400846719742, "decode.d1.loss_dice": 0.787315446138382, "decode.d2.loss_cls": 0.5276038389652967, "decode.d2.loss_mask": 0.4658811405301094, "decode.d2.loss_dice": 0.7849799484014511, "decode.d3.loss_cls": 0.43020762242376803, "decode.d3.loss_mask": 0.468443563580513, "decode.d3.loss_dice": 0.7895352154970169, "decode.d4.loss_cls": 0.39204502999782564, "decode.d4.loss_mask": 0.4666779115796089, "decode.d4.loss_dice": 0.7702396869659424, "decode.d5.loss_cls": 0.40629207976162435, "decode.d5.loss_mask": 0.45749920755624773, "decode.d5.loss_dice": 0.7695657566189766, "decode.d6.loss_cls": 0.38144617304205897, "decode.d6.loss_mask": 0.4538846105337143, "decode.d6.loss_dice": 0.7822958916425705, "decode.d7.loss_cls": 0.3401272017508745, "decode.d7.loss_mask": 0.4556905388832092, "decode.d7.loss_dice": 0.7758723378181458, "decode.d8.loss_cls": 0.34248581156134605, "decode.d8.loss_mask": 0.4607457548379898, "decode.d8.loss_dice": 0.7739777863025665, "time": 0.5363863468170166, "memory": 7257, "step": 148800}
{"lr": 9.095819618671388e-07, "data_time": 0.009604954719543457, "grad_norm": 98.00017623901367, "loss": 25.42722330093384, "decode.loss_cls": 0.4378428369760513, "decode.loss_mask": 0.637710340321064, "decode.loss_dice": 1.1807085543870925, "decode.d0.loss_cls": 2.3285744905471804, "decode.d0.loss_mask": 0.7252681955695153, "decode.d0.loss_dice": 1.376255863904953, "decode.d1.loss_cls": 0.7027963727712632, "decode.d1.loss_mask": 0.6556892320513725, "decode.d1.loss_dice": 1.2244802415370941, "decode.d2.loss_cls": 0.5738138124346733, "decode.d2.loss_mask": 0.6265630185604095, "decode.d2.loss_dice": 1.1934504419565202, "decode.d3.loss_cls": 0.5135522365570069, "decode.d3.loss_mask": 0.6492071852087975, "decode.d3.loss_dice": 1.1812898427248002, "decode.d4.loss_cls": 0.5379222929477692, "decode.d4.loss_mask": 0.6473406121134758, "decode.d4.loss_dice": 1.1458800792694093, "decode.d5.loss_cls": 0.5215369977056981, "decode.d5.loss_mask": 0.6424822732806206, "decode.d5.loss_dice": 1.162109550833702, "decode.d6.loss_cls": 0.4426932781934738, "decode.d6.loss_mask": 0.6450646877288818, "decode.d6.loss_dice": 1.1667976200580596, "decode.d7.loss_cls": 0.43888439759612086, "decode.d7.loss_mask": 0.6410056456923485, "decode.d7.loss_dice": 1.189750349521637, "decode.d8.loss_cls": 0.4245078407227993, "decode.d8.loss_mask": 0.6383164718747139, "decode.d8.loss_dice": 1.1757289230823518, "time": 0.5357811450958252, "memory": 7243, "step": 148850}
{"lr": 9.059101788352096e-07, "data_time": 0.009420990943908691, "grad_norm": 82.92592277526856, "loss": 22.201483535766602, "decode.loss_cls": 0.2998704820871353, "decode.loss_mask": 0.5677231222391128, "decode.loss_dice": 1.0230998873710633, "decode.d0.loss_cls": 2.316359484195709, "decode.d0.loss_mask": 0.6286459326744079, "decode.d0.loss_dice": 1.2473659753799438, "decode.d1.loss_cls": 0.5496521793305874, "decode.d1.loss_mask": 0.5945061266422271, "decode.d1.loss_dice": 1.2058272659778595, "decode.d2.loss_cls": 0.48525955602526666, "decode.d2.loss_mask": 0.5880393296480179, "decode.d2.loss_dice": 1.068819209933281, "decode.d3.loss_cls": 0.39278987795114517, "decode.d3.loss_mask": 0.5789310812950135, "decode.d3.loss_dice": 1.0278428047895432, "decode.d4.loss_cls": 0.34805849231779573, "decode.d4.loss_mask": 0.5730215698480606, "decode.d4.loss_dice": 1.0476870983839035, "decode.d5.loss_cls": 0.33328548111021516, "decode.d5.loss_mask": 0.5695717483758926, "decode.d5.loss_dice": 1.0430800527334214, "decode.d6.loss_cls": 0.30886685810983183, "decode.d6.loss_mask": 0.5656519263982773, "decode.d6.loss_dice": 1.0337275743484498, "decode.d7.loss_cls": 0.3081762183457613, "decode.d7.loss_mask": 0.5655579477548599, "decode.d7.loss_dice": 1.0226446032524108, "decode.d8.loss_cls": 0.2726420797407627, "decode.d8.loss_mask": 0.5676262199878692, "decode.d8.loss_dice": 1.0671512842178346, "time": 0.5378233194351196, "memory": 7239, "step": 148900}
{"lr": 9.022367414685158e-07, "data_time": 0.009558892250061036, "grad_norm": 90.27163391113281, "loss": 20.447301054000853, "decode.loss_cls": 0.30660705640912056, "decode.loss_mask": 0.5413057804107666, "decode.loss_dice": 0.9421524330973625, "decode.d0.loss_cls": 1.761374819278717, "decode.d0.loss_mask": 0.6749395370483399, "decode.d0.loss_dice": 1.1626048780977727, "decode.d1.loss_cls": 0.43450104594230654, "decode.d1.loss_mask": 0.5994287222623825, "decode.d1.loss_dice": 1.0534984454512597, "decode.d2.loss_cls": 0.39768736362457274, "decode.d2.loss_mask": 0.5480883747339249, "decode.d2.loss_dice": 1.021716096997261, "decode.d3.loss_cls": 0.35146731585264207, "decode.d3.loss_mask": 0.5422279089689255, "decode.d3.loss_dice": 0.965131226181984, "decode.d4.loss_cls": 0.3309962019324303, "decode.d4.loss_mask": 0.5426733464002609, "decode.d4.loss_dice": 0.9659022308886052, "decode.d5.loss_cls": 0.3462406761944294, "decode.d5.loss_mask": 0.5397404313087464, "decode.d5.loss_dice": 0.9674664452672005, "decode.d6.loss_cls": 0.33597342669963837, "decode.d6.loss_mask": 0.5433466821908951, "decode.d6.loss_dice": 0.9564818128943443, "decode.d7.loss_cls": 0.3088213801383972, "decode.d7.loss_mask": 0.5329036027193069, "decode.d7.loss_dice": 0.9550173349678517, "decode.d8.loss_cls": 0.34990536198019984, "decode.d8.loss_mask": 0.5358273684978485, "decode.d8.loss_dice": 0.9332735225558281, "time": 0.5618893146514893, "memory": 7228, "step": 148950}
{"lr": 8.985616415308922e-07, "data_time": 0.009450006484985351, "grad_norm": 87.99243469238282, "loss": 22.791697883605956, "decode.loss_cls": 0.34083261266350745, "decode.loss_mask": 0.6032361477613449, "decode.loss_dice": 1.0311755120754242, "decode.d0.loss_cls": 2.278650331497192, "decode.d0.loss_mask": 0.649877718091011, "decode.d0.loss_dice": 1.2169903755187987, "decode.d1.loss_cls": 0.7539940267801285, "decode.d1.loss_mask": 0.6193167418241501, "decode.d1.loss_dice": 1.0893795609474182, "decode.d2.loss_cls": 0.6288879036903381, "decode.d2.loss_mask": 0.5755698531866074, "decode.d2.loss_dice": 1.0233690708875656, "decode.d3.loss_cls": 0.5321687966585159, "decode.d3.loss_mask": 0.5677270948886871, "decode.d3.loss_dice": 1.0282501041889192, "decode.d4.loss_cls": 0.4277157194912434, "decode.d4.loss_mask": 0.5692482411861419, "decode.d4.loss_dice": 1.0270426094532012, "decode.d5.loss_cls": 0.3907484531402588, "decode.d5.loss_mask": 0.5642404824495315, "decode.d5.loss_dice": 1.0226469963788987, "decode.d6.loss_cls": 0.372019100189209, "decode.d6.loss_mask": 0.5711529195308686, "decode.d6.loss_dice": 1.0079670041799544, "decode.d7.loss_cls": 0.383133690059185, "decode.d7.loss_mask": 0.574444654583931, "decode.d7.loss_dice": 1.0161378681659698, "decode.d8.loss_cls": 0.3199526384472847, "decode.d8.loss_mask": 0.57857685983181, "decode.d8.loss_dice": 1.027244460582733, "time": 0.5883935689926147, "memory": 7195, "step": 149000}
{"lr": 8.948848707075373e-07, "data_time": 0.009617066383361817, "grad_norm": 97.0873291015625, "loss": 22.336095809936523, "decode.loss_cls": 0.45109727084636686, "decode.loss_mask": 0.6206354916095733, "decode.loss_dice": 0.9709802567958832, "decode.d0.loss_cls": 1.9800297379493714, "decode.d0.loss_mask": 0.6571078255772591, "decode.d0.loss_dice": 1.0681808710098266, "decode.d1.loss_cls": 0.6201925858855247, "decode.d1.loss_mask": 0.6535779759287834, "decode.d1.loss_dice": 1.0187691867351532, "decode.d2.loss_cls": 0.5686589300632476, "decode.d2.loss_mask": 0.6346888273954392, "decode.d2.loss_dice": 0.9674694746732712, "decode.d3.loss_cls": 0.5397610276937485, "decode.d3.loss_mask": 0.6196844041347503, "decode.d3.loss_dice": 0.9325799465179443, "decode.d4.loss_cls": 0.4187601901590824, "decode.d4.loss_mask": 0.6254083797335624, "decode.d4.loss_dice": 0.9838013708591461, "decode.d5.loss_cls": 0.42031561583280563, "decode.d5.loss_mask": 0.6190600663423538, "decode.d5.loss_dice": 0.9431684970855713, "decode.d6.loss_cls": 0.41681999564170835, "decode.d6.loss_mask": 0.6301011949777603, "decode.d6.loss_dice": 0.9594250500202179, "decode.d7.loss_cls": 0.3785977490246296, "decode.d7.loss_mask": 0.6290757670998574, "decode.d7.loss_dice": 0.966818767786026, "decode.d8.loss_cls": 0.4426744841039181, "decode.d8.loss_mask": 0.6258900180459023, "decode.d8.loss_dice": 0.9727641522884369, "time": 0.537651777267456, "memory": 7231, "step": 149050}
{"lr": 8.912064206039e-07, "data_time": 0.009177207946777344, "grad_norm": 88.67341232299805, "loss": 21.911081910133362, "decode.loss_cls": 0.31761467047035696, "decode.loss_mask": 0.5279175251722336, "decode.loss_dice": 0.9822120036929846, "decode.d0.loss_cls": 2.179598146677017, "decode.d0.loss_mask": 0.6400334030389786, "decode.d0.loss_dice": 1.2376701321452857, "decode.d1.loss_cls": 0.7355733074247837, "decode.d1.loss_mask": 0.5608032487332821, "decode.d1.loss_dice": 1.1126032024621964, "decode.d2.loss_cls": 0.5090206906199455, "decode.d2.loss_mask": 0.5357876755297184, "decode.d2.loss_dice": 1.073392454534769, "decode.d3.loss_cls": 0.4477250538766384, "decode.d3.loss_mask": 0.5425161354243755, "decode.d3.loss_dice": 1.000799322873354, "decode.d4.loss_cls": 0.3857458867132664, "decode.d4.loss_mask": 0.5363136105239391, "decode.d4.loss_dice": 0.9792688582092524, "decode.d5.loss_cls": 0.35479302108287813, "decode.d5.loss_mask": 0.541842146590352, "decode.d5.loss_dice": 1.005298100411892, "decode.d6.loss_cls": 0.35130767747759817, "decode.d6.loss_mask": 0.5429893735796213, "decode.d6.loss_dice": 1.027572825551033, "decode.d7.loss_cls": 0.3594309352338314, "decode.d7.loss_mask": 0.5304250068962574, "decode.d7.loss_dice": 0.9931652806699276, "decode.d8.loss_cls": 0.34137770533561707, "decode.d8.loss_mask": 0.5383773796260357, "decode.d8.loss_dice": 1.019908183440566, "time": 0.5376164674758911, "memory": 7243, "step": 149100}
{"lr": 8.875262827445444e-07, "data_time": 0.009299778938293457, "grad_norm": 89.72057418823242, "loss": 17.33650121688843, "decode.loss_cls": 0.2891718938946724, "decode.loss_mask": 0.473204579949379, "decode.loss_dice": 0.6960773438215255, "decode.d0.loss_cls": 1.8091541528701782, "decode.d0.loss_mask": 0.5468632236123085, "decode.d0.loss_dice": 0.8417341232299804, "decode.d1.loss_cls": 0.6081618249416352, "decode.d1.loss_mask": 0.48983405977487565, "decode.d1.loss_dice": 0.7249130845069885, "decode.d2.loss_cls": 0.4376743234694004, "decode.d2.loss_mask": 0.4996451109647751, "decode.d2.loss_dice": 0.7693649291992187, "decode.d3.loss_cls": 0.3652700886130333, "decode.d3.loss_mask": 0.48743084669113157, "decode.d3.loss_dice": 0.7308112114667893, "decode.d4.loss_cls": 0.3057732455432415, "decode.d4.loss_mask": 0.4907787889242172, "decode.d4.loss_dice": 0.7426174193620682, "decode.d5.loss_cls": 0.3114472433924675, "decode.d5.loss_mask": 0.48627316653728486, "decode.d5.loss_dice": 0.729781886935234, "decode.d6.loss_cls": 0.3209465205669403, "decode.d6.loss_mask": 0.47250545024871826, "decode.d6.loss_dice": 0.7047542929649353, "decode.d7.loss_cls": 0.3317914091050625, "decode.d7.loss_mask": 0.4763969242572784, "decode.d7.loss_dice": 0.7110314965248108, "decode.d8.loss_cls": 0.32535292133688926, "decode.d8.loss_mask": 0.47782800197601316, "decode.d8.loss_dice": 0.6799124479293823, "time": 0.5355069637298584, "memory": 7263, "step": 149150}
{"lr": 8.838444485719951e-07, "data_time": 0.009381723403930665, "grad_norm": 90.61000289916993, "loss": 20.907253074645997, "decode.loss_cls": 0.37841921150684354, "decode.loss_mask": 0.6830774635076523, "decode.loss_dice": 0.7454114466905594, "decode.d0.loss_cls": 1.9714974880218505, "decode.d0.loss_mask": 0.7357103943824768, "decode.d0.loss_dice": 0.9164201200008393, "decode.d1.loss_cls": 0.5860719919204712, "decode.d1.loss_mask": 0.6854532778263092, "decode.d1.loss_dice": 0.8663670867681503, "decode.d2.loss_cls": 0.5112918481230736, "decode.d2.loss_mask": 0.6755877405405044, "decode.d2.loss_dice": 0.8230200499296189, "decode.d3.loss_cls": 0.48806200474500655, "decode.d3.loss_mask": 0.6832640618085861, "decode.d3.loss_dice": 0.798282653093338, "decode.d4.loss_cls": 0.466437029838562, "decode.d4.loss_mask": 0.6892390996217728, "decode.d4.loss_dice": 0.7601371020078659, "decode.d5.loss_cls": 0.4287274435162544, "decode.d5.loss_mask": 0.6833504229784012, "decode.d5.loss_dice": 0.7748658522963524, "decode.d6.loss_cls": 0.42307578921318056, "decode.d6.loss_mask": 0.6794878423213959, "decode.d6.loss_dice": 0.755071172118187, "decode.d7.loss_cls": 0.4153766132891178, "decode.d7.loss_mask": 0.6807766407728195, "decode.d7.loss_dice": 0.7582021027803421, "decode.d8.loss_cls": 0.40948018729686736, "decode.d8.loss_mask": 0.6678770065307618, "decode.d8.loss_dice": 0.7672123610973358, "time": 0.5611358642578125, "memory": 7293, "step": 149200}
{"lr": 8.801609094455577e-07, "data_time": 0.009578824043273926, "grad_norm": 102.72242126464843, "loss": 25.296551609039305, "decode.loss_cls": 0.4062385503202677, "decode.loss_mask": 0.6734274625778198, "decode.loss_dice": 1.1634051501750946, "decode.d0.loss_cls": 2.1216527104377745, "decode.d0.loss_mask": 0.7572557419538498, "decode.d0.loss_dice": 1.3722247242927552, "decode.d1.loss_cls": 0.6317327659577131, "decode.d1.loss_mask": 0.6940627247095108, "decode.d1.loss_dice": 1.2544056922197342, "decode.d2.loss_cls": 0.5363629953935742, "decode.d2.loss_mask": 0.6697179913520813, "decode.d2.loss_dice": 1.2238460272550582, "decode.d3.loss_cls": 0.48232696708291767, "decode.d3.loss_mask": 0.6799121886491776, "decode.d3.loss_dice": 1.2155106604099273, "decode.d4.loss_cls": 0.4496401147916913, "decode.d4.loss_mask": 0.659583693742752, "decode.d4.loss_dice": 1.1973871290683746, "decode.d5.loss_cls": 0.43367319721728564, "decode.d5.loss_mask": 0.6632054477930069, "decode.d5.loss_dice": 1.1964055895805359, "decode.d6.loss_cls": 0.4400516951456666, "decode.d6.loss_mask": 0.6693665653467178, "decode.d6.loss_dice": 1.1790320456027985, "decode.d7.loss_cls": 0.43338748523965476, "decode.d7.loss_mask": 0.6714361816644668, "decode.d7.loss_dice": 1.1547655880451202, "decode.d8.loss_cls": 0.41284312717616556, "decode.d8.loss_mask": 0.6771368086338043, "decode.d8.loss_dice": 1.176554447412491, "time": 0.535391879081726, "memory": 7359, "step": 149250}
{"lr": 8.764756566401218e-07, "data_time": 0.00943896770477295, "grad_norm": 117.45472030639648, "loss": 19.424835872650146, "decode.loss_cls": 0.27623719349503517, "decode.loss_mask": 0.5471318662166595, "decode.loss_dice": 0.8093974441289902, "decode.d0.loss_cls": 2.091691625118256, "decode.d0.loss_mask": 0.6695912182331085, "decode.d0.loss_dice": 1.0907299786806106, "decode.d1.loss_cls": 0.46102144569158554, "decode.d1.loss_mask": 0.5791330903768539, "decode.d1.loss_dice": 0.9662086844444275, "decode.d2.loss_cls": 0.4469409555196762, "decode.d2.loss_mask": 0.5749616503715516, "decode.d2.loss_dice": 0.8761450469493866, "decode.d3.loss_cls": 0.31923830434679984, "decode.d3.loss_mask": 0.5650821834802627, "decode.d3.loss_dice": 0.8261388570070267, "decode.d4.loss_cls": 0.2804626487195492, "decode.d4.loss_mask": 0.5635655492544174, "decode.d4.loss_dice": 0.8664420187473297, "decode.d5.loss_cls": 0.30134290233254435, "decode.d5.loss_mask": 0.5480364203453064, "decode.d5.loss_dice": 0.8375413566827774, "decode.d6.loss_cls": 0.2674672774970531, "decode.d6.loss_mask": 0.5450634032487869, "decode.d6.loss_dice": 0.8078923106193543, "decode.d7.loss_cls": 0.2910762831568718, "decode.d7.loss_mask": 0.547832527756691, "decode.d7.loss_dice": 0.8326115041971207, "decode.d8.loss_cls": 0.2573049172759056, "decode.d8.loss_mask": 0.5468437433242798, "decode.d8.loss_dice": 0.8317033857107162, "time": 0.564189863204956, "memory": 7255, "step": 149300}
{"lr": 8.727886813449334e-07, "data_time": 0.009490633010864257, "grad_norm": 92.36804885864258, "loss": 27.725799751281738, "decode.loss_cls": 0.5169604495167732, "decode.loss_mask": 0.7488886892795563, "decode.loss_dice": 1.1763041257858275, "decode.d0.loss_cls": 2.323803424835205, "decode.d0.loss_mask": 0.8572421193122863, "decode.d0.loss_dice": 1.4419053614139556, "decode.d1.loss_cls": 0.8390923261642456, "decode.d1.loss_mask": 0.7973652362823487, "decode.d1.loss_dice": 1.3091042995452882, "decode.d2.loss_cls": 0.6688041850924492, "decode.d2.loss_mask": 0.7763632893562317, "decode.d2.loss_dice": 1.2641975283622742, "decode.d3.loss_cls": 0.6538411036133767, "decode.d3.loss_mask": 0.7602030247449875, "decode.d3.loss_dice": 1.2323532015085221, "decode.d4.loss_cls": 0.5739247515797615, "decode.d4.loss_mask": 0.7597560614347458, "decode.d4.loss_dice": 1.2159066587686538, "decode.d5.loss_cls": 0.5205077156424522, "decode.d5.loss_mask": 0.7493679046630859, "decode.d5.loss_dice": 1.2024137526750565, "decode.d6.loss_cls": 0.5166518270969391, "decode.d6.loss_mask": 0.7541021883487702, "decode.d6.loss_dice": 1.1914125323295592, "decode.d7.loss_cls": 0.5070616111159325, "decode.d7.loss_mask": 0.7446273386478424, "decode.d7.loss_dice": 1.1861860692501067, "decode.d8.loss_cls": 0.4793534442782402, "decode.d8.loss_mask": 0.7646264493465423, "decode.d8.loss_dice": 1.1934729307889937, "time": 0.536420202255249, "memory": 7261, "step": 149350}
{"lr": 8.690999746623527e-07, "data_time": 0.009547185897827149, "grad_norm": 97.18035659790038, "loss": 22.056386756896973, "decode.loss_cls": 0.5950354322791099, "decode.loss_mask": 0.5415229186415672, "decode.loss_dice": 0.8837045833468438, "decode.d0.loss_cls": 1.9957590579986573, "decode.d0.loss_mask": 0.6297695577144623, "decode.d0.loss_dice": 1.006833179295063, "decode.d1.loss_cls": 0.7122042015194893, "decode.d1.loss_mask": 0.5817354023456573, "decode.d1.loss_dice": 0.9441017091274262, "decode.d2.loss_cls": 0.6638144701719284, "decode.d2.loss_mask": 0.5498590290546417, "decode.d2.loss_dice": 0.8892577797174454, "decode.d3.loss_cls": 0.6178597122430801, "decode.d3.loss_mask": 0.5502720475196838, "decode.d3.loss_dice": 0.8698843985795974, "decode.d4.loss_cls": 0.5613574638962746, "decode.d4.loss_mask": 0.548844613134861, "decode.d4.loss_dice": 0.8929149478673934, "decode.d5.loss_cls": 0.561417742818594, "decode.d5.loss_mask": 0.5365569040179252, "decode.d5.loss_dice": 0.8818712815642357, "decode.d6.loss_cls": 0.5760741882026196, "decode.d6.loss_mask": 0.5379888653755188, "decode.d6.loss_dice": 0.8828017026185989, "decode.d7.loss_cls": 0.5924758329987526, "decode.d7.loss_mask": 0.5375588461756706, "decode.d7.loss_dice": 0.8807900220155715, "decode.d8.loss_cls": 0.6148334823548793, "decode.d8.loss_mask": 0.5448235914111137, "decode.d8.loss_dice": 0.8744632512331009, "time": 0.5371243715286255, "memory": 7233, "step": 149400}
{"lr": 8.654095276065798e-07, "data_time": 0.009592676162719726, "grad_norm": 84.32440414428712, "loss": 21.363849020004274, "decode.loss_cls": 0.32324613630771637, "decode.loss_mask": 0.7271355211734771, "decode.loss_dice": 0.8458406269550324, "decode.d0.loss_cls": 1.919391268491745, "decode.d0.loss_mask": 0.7811734676361084, "decode.d0.loss_dice": 1.037997904419899, "decode.d1.loss_cls": 0.4713091775774956, "decode.d1.loss_mask": 0.7435201197862625, "decode.d1.loss_dice": 0.9067711681127548, "decode.d2.loss_cls": 0.4215247020125389, "decode.d2.loss_mask": 0.7430223748087883, "decode.d2.loss_dice": 0.8672515630722046, "decode.d3.loss_cls": 0.35877298638224603, "decode.d3.loss_mask": 0.7475454539060593, "decode.d3.loss_dice": 0.8874890625476837, "decode.d4.loss_cls": 0.37669761702418325, "decode.d4.loss_mask": 0.7347433105111122, "decode.d4.loss_dice": 0.8696763634681701, "decode.d5.loss_cls": 0.3487298145890236, "decode.d5.loss_mask": 0.7294812336564064, "decode.d5.loss_dice": 0.8654193967580796, "decode.d6.loss_cls": 0.3127341873943806, "decode.d6.loss_mask": 0.7271338269114495, "decode.d6.loss_dice": 0.848498472571373, "decode.d7.loss_cls": 0.298412324488163, "decode.d7.loss_mask": 0.7241777613759041, "decode.d7.loss_dice": 0.850519734621048, "decode.d8.loss_cls": 0.3215280719101429, "decode.d8.loss_mask": 0.7276220142841339, "decode.d8.loss_dice": 0.8464829504489899, "time": 0.5369731664657593, "memory": 7207, "step": 149450}
{"lr": 8.617173311023612e-07, "data_time": 0.009394359588623048, "grad_norm": 93.32720527648925, "loss": 20.838554763793944, "decode.loss_cls": 0.31510721892118454, "decode.loss_mask": 0.5665419951081276, "decode.loss_dice": 0.919814532995224, "decode.d0.loss_cls": 2.075198197364807, "decode.d0.loss_mask": 0.6194737896323204, "decode.d0.loss_dice": 1.063258521258831, "decode.d1.loss_cls": 0.605003697425127, "decode.d1.loss_mask": 0.5854830801486969, "decode.d1.loss_dice": 1.019921362400055, "decode.d2.loss_cls": 0.4768391463905573, "decode.d2.loss_mask": 0.5806856423616409, "decode.d2.loss_dice": 0.9413300558924675, "decode.d3.loss_cls": 0.40480452571064235, "decode.d3.loss_mask": 0.5862306416034698, "decode.d3.loss_dice": 0.9488797605037689, "decode.d4.loss_cls": 0.3589437950402498, "decode.d4.loss_mask": 0.5854554921388626, "decode.d4.loss_dice": 0.9216517210006714, "decode.d5.loss_cls": 0.32643974758684635, "decode.d5.loss_mask": 0.5814934924244881, "decode.d5.loss_dice": 0.9404008492827416, "decode.d6.loss_cls": 0.3221784310415387, "decode.d6.loss_mask": 0.5791984349489212, "decode.d6.loss_dice": 0.9309900671243667, "decode.d7.loss_cls": 0.3084177630022168, "decode.d7.loss_mask": 0.5675180315971374, "decode.d7.loss_dice": 0.9036307141184807, "decode.d8.loss_cls": 0.31022350722923875, "decode.d8.loss_mask": 0.5733871698379517, "decode.d8.loss_dice": 0.9200529724359512, "time": 0.560744047164917, "memory": 7220, "step": 149500}
{"lr": 8.580233759836681e-07, "data_time": 0.009516644477844238, "grad_norm": 80.65012245178222, "loss": 19.0672327041626, "decode.loss_cls": 0.38246665298938753, "decode.loss_mask": 0.5296473577618599, "decode.loss_dice": 0.6886849850416183, "decode.d0.loss_cls": 2.2097726225852967, "decode.d0.loss_mask": 0.5731184780597687, "decode.d0.loss_dice": 0.8909255534410476, "decode.d1.loss_cls": 0.5461002841591835, "decode.d1.loss_mask": 0.566416448354721, "decode.d1.loss_dice": 0.7921304047107697, "decode.d2.loss_cls": 0.5253282710909843, "decode.d2.loss_mask": 0.545665180683136, "decode.d2.loss_dice": 0.762234166264534, "decode.d3.loss_cls": 0.4813003256917, "decode.d3.loss_mask": 0.5501185894012451, "decode.d3.loss_dice": 0.7198103219270706, "decode.d4.loss_cls": 0.44090048149228095, "decode.d4.loss_mask": 0.5490967452526092, "decode.d4.loss_dice": 0.7419600397348404, "decode.d5.loss_cls": 0.4457685060799122, "decode.d5.loss_mask": 0.5539669767022133, "decode.d5.loss_dice": 0.727055212855339, "decode.d6.loss_cls": 0.4318802148103714, "decode.d6.loss_mask": 0.5354884892702103, "decode.d6.loss_dice": 0.7095041155815125, "decode.d7.loss_cls": 0.3536321856081486, "decode.d7.loss_mask": 0.5266600146889686, "decode.d7.loss_dice": 0.6989758163690567, "decode.d8.loss_cls": 0.3491196930408478, "decode.d8.loss_mask": 0.5331415370106697, "decode.d8.loss_dice": 0.7063633739948273, "time": 0.5649022817611694, "memory": 7194, "step": 149550}
{"lr": 8.543276529923497e-07, "data_time": 0.009504389762878419, "grad_norm": 81.96314392089843, "loss": 21.427330231666566, "decode.loss_cls": 0.3768298074603081, "decode.loss_mask": 0.6340655013918877, "decode.loss_dice": 0.919899633526802, "decode.d0.loss_cls": 1.8162757754325867, "decode.d0.loss_mask": 0.676603140681982, "decode.d0.loss_dice": 1.0988050922751427, "decode.d1.loss_cls": 0.49458466432988646, "decode.d1.loss_mask": 0.6644820712506772, "decode.d1.loss_dice": 1.0185133516788483, "decode.d2.loss_cls": 0.4043914707377553, "decode.d2.loss_mask": 0.6473231226205826, "decode.d2.loss_dice": 0.980671314150095, "decode.d3.loss_cls": 0.40838122852146624, "decode.d3.loss_mask": 0.6450722821056842, "decode.d3.loss_dice": 0.9579453460872174, "decode.d4.loss_cls": 0.3785575333982706, "decode.d4.loss_mask": 0.6408581279218197, "decode.d4.loss_dice": 0.9522623866796494, "decode.d5.loss_cls": 0.3931608183309436, "decode.d5.loss_mask": 0.6405047357082367, "decode.d5.loss_dice": 0.9368325963616371, "decode.d6.loss_cls": 0.3464556146413088, "decode.d6.loss_mask": 0.6416977114975453, "decode.d6.loss_dice": 0.9188927665352822, "decode.d7.loss_cls": 0.34702257346361876, "decode.d7.loss_mask": 0.6378784283995629, "decode.d7.loss_dice": 0.931573523581028, "decode.d8.loss_cls": 0.35379485208541156, "decode.d8.loss_mask": 0.6339206613600255, "decode.d8.loss_dice": 0.9300748609006405, "time": 0.5349149942398072, "memory": 7206, "step": 149600}
{"lr": 8.506301527767595e-07, "data_time": 0.009424519538879395, "grad_norm": 88.80578117370605, "loss": 20.397888898849487, "decode.loss_cls": 0.4645350381731987, "decode.loss_mask": 0.5503614664077758, "decode.loss_dice": 0.7466314867138862, "decode.d0.loss_cls": 2.1236081600189207, "decode.d0.loss_mask": 0.6022027015686036, "decode.d0.loss_dice": 0.9449859470129013, "decode.d1.loss_cls": 0.7177332937717438, "decode.d1.loss_mask": 0.5966187819838524, "decode.d1.loss_dice": 0.8434071481227875, "decode.d2.loss_cls": 0.5906946137547493, "decode.d2.loss_mask": 0.5609494030475617, "decode.d2.loss_dice": 0.78678779900074, "decode.d3.loss_cls": 0.5209682658314705, "decode.d3.loss_mask": 0.5695547133684158, "decode.d3.loss_dice": 0.7566196471452713, "decode.d4.loss_cls": 0.5049993708729744, "decode.d4.loss_mask": 0.5651236265897751, "decode.d4.loss_dice": 0.7597772508859635, "decode.d5.loss_cls": 0.4800847418606281, "decode.d5.loss_mask": 0.5550587713718415, "decode.d5.loss_dice": 0.7742111653089523, "decode.d6.loss_cls": 0.5181148380041123, "decode.d6.loss_mask": 0.5646026611328125, "decode.d6.loss_dice": 0.7357604652643204, "decode.d7.loss_cls": 0.4861371912062168, "decode.d7.loss_mask": 0.5584979519248009, "decode.d7.loss_dice": 0.7350791901350021, "decode.d8.loss_cls": 0.489401550590992, "decode.d8.loss_mask": 0.5567298576235771, "decode.d8.loss_dice": 0.7386520266532898, "time": 0.5337377786636353, "memory": 7221, "step": 149650}
{"lr": 8.469308658903557e-07, "data_time": 0.00938429832458496, "grad_norm": 94.07154388427735, "loss": 20.604155397415163, "decode.loss_cls": 0.385999496281147, "decode.loss_mask": 0.3849521726369858, "decode.loss_dice": 0.9285941004753113, "decode.d0.loss_cls": 2.1866456866264343, "decode.d0.loss_mask": 0.4707264840602875, "decode.d0.loss_dice": 1.1818544417619705, "decode.d1.loss_cls": 0.7600191909819841, "decode.d1.loss_mask": 0.4150455430150032, "decode.d1.loss_dice": 1.0683533936738967, "decode.d2.loss_cls": 0.5397318204864859, "decode.d2.loss_mask": 0.4051836833357811, "decode.d2.loss_dice": 1.0099154829978942, "decode.d3.loss_cls": 0.5270145675167441, "decode.d3.loss_mask": 0.3973965525627136, "decode.d3.loss_dice": 1.0034335732460022, "decode.d4.loss_cls": 0.46560833845287564, "decode.d4.loss_mask": 0.39605378061532975, "decode.d4.loss_dice": 0.9962159603834152, "decode.d5.loss_cls": 0.46548641482368114, "decode.d5.loss_mask": 0.3920550212264061, "decode.d5.loss_dice": 0.9725147396326065, "decode.d6.loss_cls": 0.444454937428236, "decode.d6.loss_mask": 0.3877434998750687, "decode.d6.loss_dice": 0.9565916329622268, "decode.d7.loss_cls": 0.40980586055666207, "decode.d7.loss_mask": 0.3821978777647018, "decode.d7.loss_dice": 0.9488048136234284, "decode.d8.loss_cls": 0.39068729085847737, "decode.d8.loss_mask": 0.3846131533384323, "decode.d8.loss_dice": 0.9464562177658081, "time": 0.5379184246063232, "memory": 7250, "step": 149700}
{"lr": 8.432297827902722e-07, "data_time": 0.009426498413085937, "grad_norm": 97.72888946533203, "loss": 20.426212882995607, "decode.loss_cls": 0.3446007791906595, "decode.loss_mask": 0.5803828656673431, "decode.loss_dice": 0.7944770485162735, "decode.d0.loss_cls": 2.2193891525268556, "decode.d0.loss_mask": 0.6259290158748627, "decode.d0.loss_dice": 0.9591882973909378, "decode.d1.loss_cls": 0.5379359871149063, "decode.d1.loss_mask": 0.6324220091104508, "decode.d1.loss_dice": 0.9474499762058258, "decode.d2.loss_cls": 0.42234515994787214, "decode.d2.loss_mask": 0.6136752486228942, "decode.d2.loss_dice": 0.9098932057619095, "decode.d3.loss_cls": 0.46140256226062776, "decode.d3.loss_mask": 0.5976726174354553, "decode.d3.loss_dice": 0.8571472734212875, "decode.d4.loss_cls": 0.3737790696322918, "decode.d4.loss_mask": 0.5988011837005616, "decode.d4.loss_dice": 0.842076888680458, "decode.d5.loss_cls": 0.3480387948453426, "decode.d5.loss_mask": 0.5851229667663574, "decode.d5.loss_dice": 0.8484677851200104, "decode.d6.loss_cls": 0.40246170610189436, "decode.d6.loss_mask": 0.5924802869558334, "decode.d6.loss_dice": 0.8125383347272873, "decode.d7.loss_cls": 0.3668742500245571, "decode.d7.loss_mask": 0.5827035784721375, "decode.d7.loss_dice": 0.8218196481466293, "decode.d8.loss_cls": 0.32715063318610194, "decode.d8.loss_mask": 0.6029066115617752, "decode.d8.loss_dice": 0.8170792937278748, "time": 0.5617377042770386, "memory": 7197, "step": 149750}
{"lr": 8.395268938358616e-07, "data_time": 0.009626626968383789, "grad_norm": 89.00023765563965, "loss": 24.364812660217286, "decode.loss_cls": 0.4135531194508076, "decode.loss_mask": 0.5272554665803909, "decode.loss_dice": 1.1069185525178908, "decode.d0.loss_cls": 2.586553657054901, "decode.d0.loss_mask": 0.6610827445983887, "decode.d0.loss_dice": 1.4227355122566223, "decode.d1.loss_cls": 0.7482002794742584, "decode.d1.loss_mask": 0.5843908250331878, "decode.d1.loss_dice": 1.2421306788921356, "decode.d2.loss_cls": 0.6241136118769646, "decode.d2.loss_mask": 0.5614188939332962, "decode.d2.loss_dice": 1.1656557321548462, "decode.d3.loss_cls": 0.602306493371725, "decode.d3.loss_mask": 0.53707757294178, "decode.d3.loss_dice": 1.0891627490520477, "decode.d4.loss_cls": 0.517673471570015, "decode.d4.loss_mask": 0.5427032023668289, "decode.d4.loss_dice": 1.097437208890915, "decode.d5.loss_cls": 0.5287707880139351, "decode.d5.loss_mask": 0.5347290754318237, "decode.d5.loss_dice": 1.0897854566574097, "decode.d6.loss_cls": 0.5061098754405975, "decode.d6.loss_mask": 0.5261812150478363, "decode.d6.loss_dice": 1.0759460896253585, "decode.d7.loss_cls": 0.4491985961794853, "decode.d7.loss_mask": 0.5365479439496994, "decode.d7.loss_dice": 1.0681784123182296, "decode.d8.loss_cls": 0.4021523028612137, "decode.d8.loss_mask": 0.5375505596399307, "decode.d8.loss_dice": 1.079292392730713, "time": 0.5363802433013916, "memory": 7189, "step": 149800}
{"lr": 8.358221892872101e-07, "data_time": 0.00947566032409668, "grad_norm": 84.06005172729492, "loss": 16.78301019668579, "decode.loss_cls": 0.26442296281456945, "decode.loss_mask": 0.515508559346199, "decode.loss_dice": 0.6852503180503845, "decode.d0.loss_cls": 1.6673763751983643, "decode.d0.loss_mask": 0.6060003884136677, "decode.d0.loss_dice": 0.7479978322982788, "decode.d1.loss_cls": 0.40563544929027556, "decode.d1.loss_mask": 0.5317395865917206, "decode.d1.loss_dice": 0.7169352114200592, "decode.d2.loss_cls": 0.4061028063297272, "decode.d2.loss_mask": 0.5309247255325318, "decode.d2.loss_dice": 0.7103499352931977, "decode.d3.loss_cls": 0.35285236984491347, "decode.d3.loss_mask": 0.5244847849011421, "decode.d3.loss_dice": 0.6755804866552353, "decode.d4.loss_cls": 0.3302727319300175, "decode.d4.loss_mask": 0.5225640848279, "decode.d4.loss_dice": 0.6583752244710922, "decode.d5.loss_cls": 0.32077463418245317, "decode.d5.loss_mask": 0.5221902534365654, "decode.d5.loss_dice": 0.6608401358127594, "decode.d6.loss_cls": 0.3179671078920364, "decode.d6.loss_mask": 0.5198757693171501, "decode.d6.loss_dice": 0.6526095569133759, "decode.d7.loss_cls": 0.3328534964472055, "decode.d7.loss_mask": 0.5120979860424996, "decode.d7.loss_dice": 0.6329356819391251, "decode.d8.loss_cls": 0.2909767426550388, "decode.d8.loss_mask": 0.5159823283553123, "decode.d8.loss_dice": 0.6515324354171753, "time": 0.5366526365280151, "memory": 7192, "step": 149850}
{"lr": 8.321156593036182e-07, "data_time": 0.009537529945373536, "grad_norm": 88.2636474609375, "loss": 23.062713623046875, "decode.loss_cls": 0.4329592928290367, "decode.loss_mask": 0.6903779923915863, "decode.loss_dice": 0.9654325783252716, "decode.d0.loss_cls": 2.201830840110779, "decode.d0.loss_mask": 0.7266058325767517, "decode.d0.loss_dice": 1.1041952669620514, "decode.d1.loss_cls": 0.5673732995986939, "decode.d1.loss_mask": 0.6860743671655655, "decode.d1.loss_dice": 1.0523098289966584, "decode.d2.loss_cls": 0.5556524410843849, "decode.d2.loss_mask": 0.6764428168535233, "decode.d2.loss_dice": 0.9884678900241852, "decode.d3.loss_cls": 0.48129346817731855, "decode.d3.loss_mask": 0.6876705050468445, "decode.d3.loss_dice": 0.9681135356426239, "decode.d4.loss_cls": 0.4742206871509552, "decode.d4.loss_mask": 0.6651433229446411, "decode.d4.loss_dice": 0.9576801598072052, "decode.d5.loss_cls": 0.44717616140842437, "decode.d5.loss_mask": 0.6613586992025375, "decode.d5.loss_dice": 0.9410569965839386, "decode.d6.loss_cls": 0.42974540069699285, "decode.d6.loss_mask": 0.671527522802353, "decode.d6.loss_dice": 0.9410145819187165, "decode.d7.loss_cls": 0.4242009907960892, "decode.d7.loss_mask": 0.6697843462228775, "decode.d7.loss_dice": 0.9431516379117966, "decode.d8.loss_cls": 0.4525124229490757, "decode.d8.loss_mask": 0.6779296398162842, "decode.d8.loss_dice": 0.9214107245206833, "time": 0.535812520980835, "memory": 7301, "step": 149900}
{"lr": 8.284072939420578e-07, "data_time": 0.009376931190490722, "grad_norm": 91.66793212890624, "loss": 18.013955307006835, "decode.loss_cls": 0.32711988389492036, "decode.loss_mask": 0.47126932740211486, "decode.loss_dice": 0.7568038284778595, "decode.d0.loss_cls": 1.9726489186286926, "decode.d0.loss_mask": 0.5683144822716713, "decode.d0.loss_dice": 0.8924508333206177, "decode.d1.loss_cls": 0.43408514857292174, "decode.d1.loss_mask": 0.4976324960589409, "decode.d1.loss_dice": 0.8329122930765152, "decode.d2.loss_cls": 0.4138230711221695, "decode.d2.loss_mask": 0.478221532702446, "decode.d2.loss_dice": 0.8032911837100982, "decode.d3.loss_cls": 0.4068307146430016, "decode.d3.loss_mask": 0.481307128071785, "decode.d3.loss_dice": 0.777099746465683, "decode.d4.loss_cls": 0.39619509801268576, "decode.d4.loss_mask": 0.4726508423686028, "decode.d4.loss_dice": 0.7529593467712402, "decode.d5.loss_cls": 0.3627164788544178, "decode.d5.loss_mask": 0.47683061957359313, "decode.d5.loss_dice": 0.7555730819702149, "decode.d6.loss_cls": 0.3338897958397865, "decode.d6.loss_mask": 0.47188040763139727, "decode.d6.loss_dice": 0.7530131310224533, "decode.d7.loss_cls": 0.3193159751594067, "decode.d7.loss_mask": 0.47591417133808134, "decode.d7.loss_dice": 0.7741908401250839, "decode.d8.loss_cls": 0.33367394655942917, "decode.d8.loss_mask": 0.469422011077404, "decode.d8.loss_dice": 0.7519191354513168, "time": 0.5363763093948364, "memory": 7236, "step": 149950}
{"lr": 8.246970831555895e-07, "data_time": 0.009589791297912598, "grad_norm": 96.36505584716797, "loss": 23.70202703475952, "decode.loss_cls": 0.43059053234755995, "decode.loss_mask": 0.6766907691955566, "decode.loss_dice": 1.0112009942531586, "decode.d0.loss_cls": 2.1711110174655914, "decode.d0.loss_mask": 0.6930658906698227, "decode.d0.loss_dice": 1.135405272245407, "decode.d1.loss_cls": 0.6034280002117157, "decode.d1.loss_mask": 0.7101040661334992, "decode.d1.loss_dice": 1.0960777401924133, "decode.d2.loss_cls": 0.6355533458292484, "decode.d2.loss_mask": 0.6472945153713227, "decode.d2.loss_dice": 1.00822833776474, "decode.d3.loss_cls": 0.538132007047534, "decode.d3.loss_mask": 0.65462846159935, "decode.d3.loss_dice": 1.0042928040027619, "decode.d4.loss_cls": 0.5093531146645546, "decode.d4.loss_mask": 0.6610731393098831, "decode.d4.loss_dice": 1.011211895942688, "decode.d5.loss_cls": 0.4670584607869387, "decode.d5.loss_mask": 0.6725622445344925, "decode.d5.loss_dice": 0.9953342914581299, "decode.d6.loss_cls": 0.45345601849257944, "decode.d6.loss_mask": 0.6712007492780685, "decode.d6.loss_dice": 0.9972232013940812, "decode.d7.loss_cls": 0.4632126808166504, "decode.d7.loss_mask": 0.6625668704509735, "decode.d7.loss_dice": 0.9855861485004425, "decode.d8.loss_cls": 0.47523537650704384, "decode.d8.loss_mask": 0.6563804835081101, "decode.d8.loss_dice": 1.0047688066959382, "time": 0.5347978115081787, "memory": 7238, "step": 150000}
{"aAcc": 84.17, "mIoU": 53.08, "mAcc": 66.47, "data_time": 0.001883536221021675, "time": 0.18394778164259465, "step": 150000}
{"lr": 8.209850167917544e-07, "data_time": 0.009918808937072754, "grad_norm": 88.11177597045898, "loss": 18.483105182647705, "decode.loss_cls": 0.31688643246889114, "decode.loss_mask": 0.47857982367277146, "decode.loss_dice": 0.7900052189826965, "decode.d0.loss_cls": 1.836014199256897, "decode.d0.loss_mask": 0.5093019261956215, "decode.d0.loss_dice": 0.9415128290653229, "decode.d1.loss_cls": 0.5406254097819329, "decode.d1.loss_mask": 0.48291476517915727, "decode.d1.loss_dice": 0.8575949877500534, "decode.d2.loss_cls": 0.46882742196321486, "decode.d2.loss_mask": 0.48652646541595457, "decode.d2.loss_dice": 0.8294320821762085, "decode.d3.loss_cls": 0.45400279089808465, "decode.d3.loss_mask": 0.4731894597411156, "decode.d3.loss_dice": 0.7765341937541962, "decode.d4.loss_cls": 0.39547780752182005, "decode.d4.loss_mask": 0.4820218473672867, "decode.d4.loss_dice": 0.78879634141922, "decode.d5.loss_cls": 0.3437175840139389, "decode.d5.loss_mask": 0.4893286317586899, "decode.d5.loss_dice": 0.8119219690561295, "decode.d6.loss_cls": 0.34994194433093073, "decode.d6.loss_mask": 0.49165683090686796, "decode.d6.loss_dice": 0.8060356855392456, "decode.d7.loss_cls": 0.35985986813902854, "decode.d7.loss_mask": 0.48118398785591127, "decode.d7.loss_dice": 0.7879704296588897, "decode.d8.loss_cls": 0.3747895799577236, "decode.d8.loss_mask": 0.47811209261417387, "decode.d8.loss_dice": 0.8003421902656556, "time": 0.53590407371521, "memory": 7206, "step": 150050}
{"lr": 8.172710845909279e-07, "data_time": 0.009946632385253906, "grad_norm": 96.51121139526367, "loss": 18.44482011795044, "decode.loss_cls": 0.16918969079852103, "decode.loss_mask": 0.6130671381950379, "decode.loss_dice": 0.8224277496337891, "decode.d0.loss_cls": 1.8189966559410096, "decode.d0.loss_mask": 0.6710628569126129, "decode.d0.loss_dice": 0.9625515192747116, "decode.d1.loss_cls": 0.37445471435785294, "decode.d1.loss_mask": 0.5836959481239319, "decode.d1.loss_dice": 0.8423426479101181, "decode.d2.loss_cls": 0.26514689400792124, "decode.d2.loss_mask": 0.6131544411182404, "decode.d2.loss_dice": 0.8493105262517929, "decode.d3.loss_cls": 0.25363580211997033, "decode.d3.loss_mask": 0.6035381346940994, "decode.d3.loss_dice": 0.8210619121789933, "decode.d4.loss_cls": 0.21579971425235273, "decode.d4.loss_mask": 0.6092833697795867, "decode.d4.loss_dice": 0.8342755496501922, "decode.d5.loss_cls": 0.21072291284799577, "decode.d5.loss_mask": 0.6048862189054489, "decode.d5.loss_dice": 0.8213282763957978, "decode.d6.loss_cls": 0.198908531665802, "decode.d6.loss_mask": 0.5998987942934036, "decode.d6.loss_dice": 0.83929563164711, "decode.d7.loss_cls": 0.1840976309031248, "decode.d7.loss_mask": 0.6034670263528824, "decode.d7.loss_dice": 0.8175856381654739, "decode.d8.loss_cls": 0.18597292043268682, "decode.d8.loss_mask": 0.6147584766149521, "decode.d8.loss_dice": 0.8409020185470581, "time": 0.5626229047775269, "memory": 7254, "step": 150100}
{"lr": 8.135552761846438e-07, "data_time": 0.009870433807373047, "grad_norm": 89.2522216796875, "loss": 22.585258865356444, "decode.loss_cls": 0.4239274114370346, "decode.loss_mask": 0.5333865940570831, "decode.loss_dice": 1.0058819770812988, "decode.d0.loss_cls": 2.107693922519684, "decode.d0.loss_mask": 0.6570001512765884, "decode.d0.loss_dice": 1.12895810008049, "decode.d1.loss_cls": 0.6722621142864227, "decode.d1.loss_mask": 0.5760973393917084, "decode.d1.loss_dice": 1.076149919629097, "decode.d2.loss_cls": 0.6118456289172173, "decode.d2.loss_mask": 0.5443793624639511, "decode.d2.loss_dice": 1.027442866563797, "decode.d3.loss_cls": 0.5716028399765491, "decode.d3.loss_mask": 0.5313180983066559, "decode.d3.loss_dice": 1.0049082294106484, "decode.d4.loss_cls": 0.5417610965669155, "decode.d4.loss_mask": 0.5352684438228608, "decode.d4.loss_dice": 1.0192211657762527, "decode.d5.loss_cls": 0.471130533516407, "decode.d5.loss_mask": 0.5336886942386627, "decode.d5.loss_dice": 0.9871377050876617, "decode.d6.loss_cls": 0.5258026123046875, "decode.d6.loss_mask": 0.5223946422338486, "decode.d6.loss_dice": 0.994893828034401, "decode.d7.loss_cls": 0.4708174757659435, "decode.d7.loss_mask": 0.5286497831344604, "decode.d7.loss_dice": 0.9997514516115189, "decode.d8.loss_cls": 0.4379787839949131, "decode.d8.loss_mask": 0.533023539185524, "decode.d8.loss_dice": 1.0108841180801391, "time": 0.534968638420105, "memory": 7194, "step": 150150}
{"lr": 8.098375810938771e-07, "data_time": 0.009316062927246094, "grad_norm": 83.64717483520508, "loss": 18.118827152252198, "decode.loss_cls": 0.318317960947752, "decode.loss_mask": 0.46772620677947996, "decode.loss_dice": 0.7346582621335983, "decode.d0.loss_cls": 2.0727288246154787, "decode.d0.loss_mask": 0.5516806483268738, "decode.d0.loss_dice": 0.8635388433933258, "decode.d1.loss_cls": 0.5648382872343063, "decode.d1.loss_mask": 0.49671624004840853, "decode.d1.loss_dice": 0.7957093089818954, "decode.d2.loss_cls": 0.5213117480278016, "decode.d2.loss_mask": 0.4813236236572266, "decode.d2.loss_dice": 0.7584231853485107, "decode.d3.loss_cls": 0.4484477028250694, "decode.d3.loss_mask": 0.4712530553340912, "decode.d3.loss_dice": 0.7348878800868988, "decode.d4.loss_cls": 0.405073294043541, "decode.d4.loss_mask": 0.47681412994861605, "decode.d4.loss_dice": 0.7221532911062241, "decode.d5.loss_cls": 0.37070256248116495, "decode.d5.loss_mask": 0.47501853108406067, "decode.d5.loss_dice": 0.7497128635644913, "decode.d6.loss_cls": 0.3508129432797432, "decode.d6.loss_mask": 0.46463583111763, "decode.d6.loss_dice": 0.7382530868053436, "decode.d7.loss_cls": 0.35201452299952507, "decode.d7.loss_mask": 0.46370460987091067, "decode.d7.loss_dice": 0.7263495355844498, "decode.d8.loss_cls": 0.3474130563437939, "decode.d8.loss_mask": 0.46397103667259215, "decode.d8.loss_dice": 0.7306369632482529, "time": 0.5371206283569336, "memory": 7176, "step": 150200}
{"lr": 8.061179887273006e-07, "data_time": 0.00962049961090088, "grad_norm": 90.67802848815919, "loss": 23.604095935821533, "decode.loss_cls": 0.4704244427382946, "decode.loss_mask": 0.5960650742053986, "decode.loss_dice": 0.9790769994258881, "decode.d0.loss_cls": 2.137895703315735, "decode.d0.loss_mask": 0.6585515588521957, "decode.d0.loss_dice": 1.2224620699882507, "decode.d1.loss_cls": 0.7611748471856117, "decode.d1.loss_mask": 0.6407020926475525, "decode.d1.loss_dice": 1.0985155344009399, "decode.d2.loss_cls": 0.678916697204113, "decode.d2.loss_mask": 0.6066784232854843, "decode.d2.loss_dice": 1.0274278074502945, "decode.d3.loss_cls": 0.62287937104702, "decode.d3.loss_mask": 0.6114890933036804, "decode.d3.loss_dice": 1.0227492153644562, "decode.d4.loss_cls": 0.5537287175655365, "decode.d4.loss_mask": 0.6043558627367019, "decode.d4.loss_dice": 1.0033365100622178, "decode.d5.loss_cls": 0.5218685314059257, "decode.d5.loss_mask": 0.5996489882469177, "decode.d5.loss_dice": 0.9840084075927734, "decode.d6.loss_cls": 0.49491175562143325, "decode.d6.loss_mask": 0.5979936718940735, "decode.d6.loss_dice": 0.9939502358436585, "decode.d7.loss_cls": 0.46303438022732735, "decode.d7.loss_mask": 0.5991998732089996, "decode.d7.loss_dice": 0.9909176826477051, "decode.d8.loss_cls": 0.479942262172699, "decode.d8.loss_mask": 0.5948421388864518, "decode.d8.loss_dice": 0.9873492419719696, "time": 0.5362403869628907, "memory": 7215, "step": 150250}
{"lr": 8.023964883794941e-07, "data_time": 0.009367227554321289, "grad_norm": 105.51852416992188, "loss": 19.760185194015502, "decode.loss_cls": 0.4231306124478579, "decode.loss_mask": 0.6039004266262055, "decode.loss_dice": 0.7560753434896469, "decode.d0.loss_cls": 1.9356431007385253, "decode.d0.loss_mask": 0.6612452685832977, "decode.d0.loss_dice": 0.9203336283564567, "decode.d1.loss_cls": 0.6976960733532905, "decode.d1.loss_mask": 0.5868944942951202, "decode.d1.loss_dice": 0.7926993548870087, "decode.d2.loss_cls": 0.5346241503953933, "decode.d2.loss_mask": 0.5996616750955581, "decode.d2.loss_dice": 0.7660832554101944, "decode.d3.loss_cls": 0.5384848594665528, "decode.d3.loss_mask": 0.5912278234958649, "decode.d3.loss_dice": 0.7470692291855812, "decode.d4.loss_cls": 0.4857153154909611, "decode.d4.loss_mask": 0.5766076594591141, "decode.d4.loss_dice": 0.7224463075399399, "decode.d5.loss_cls": 0.437531179189682, "decode.d5.loss_mask": 0.5584690570831299, "decode.d5.loss_dice": 0.696208281815052, "decode.d6.loss_cls": 0.44588323384523393, "decode.d6.loss_mask": 0.56639324426651, "decode.d6.loss_dice": 0.731068205833435, "decode.d7.loss_cls": 0.4038415513932705, "decode.d7.loss_mask": 0.5840858846902848, "decode.d7.loss_dice": 0.7142951235175132, "decode.d8.loss_cls": 0.3761474758386612, "decode.d8.loss_mask": 0.5694556638598443, "decode.d8.loss_dice": 0.73726776689291, "time": 0.5355618238449097, "memory": 7186, "step": 150300}
{"lr": 7.986730692291228e-07, "data_time": 0.009452462196350098, "grad_norm": 78.36318283081054, "loss": 17.712871646881105, "decode.loss_cls": 0.29199656695127485, "decode.loss_mask": 0.46045089662075045, "decode.loss_dice": 0.7675394147634507, "decode.d0.loss_cls": 1.8859785437583922, "decode.d0.loss_mask": 0.5115046799182892, "decode.d0.loss_dice": 0.87477548122406, "decode.d1.loss_cls": 0.5274587899446488, "decode.d1.loss_mask": 0.46087749004364015, "decode.d1.loss_dice": 0.8307741641998291, "decode.d2.loss_cls": 0.47959225028753283, "decode.d2.loss_mask": 0.45520375669002533, "decode.d2.loss_dice": 0.7876041412353516, "decode.d3.loss_cls": 0.3577160634100437, "decode.d3.loss_mask": 0.4658035933971405, "decode.d3.loss_dice": 0.8125913232564926, "decode.d4.loss_cls": 0.311453453451395, "decode.d4.loss_mask": 0.453938814997673, "decode.d4.loss_dice": 0.7656489312648773, "decode.d5.loss_cls": 0.34672866538167, "decode.d5.loss_mask": 0.45859639197587965, "decode.d5.loss_dice": 0.7749151676893234, "decode.d6.loss_cls": 0.32415368035435677, "decode.d6.loss_mask": 0.45460097342729566, "decode.d6.loss_dice": 0.7673015028238297, "decode.d7.loss_cls": 0.2979725360870361, "decode.d7.loss_mask": 0.4599964112043381, "decode.d7.loss_dice": 0.7836969703435898, "decode.d8.loss_cls": 0.30995644479990003, "decode.d8.loss_mask": 0.4611354127526283, "decode.d8.loss_dice": 0.7729090511798858, "time": 0.5392025470733642, "memory": 7276, "step": 150350}
{"lr": 7.949477203370751e-07, "data_time": 0.009558987617492676, "grad_norm": 86.57884368896484, "loss": 22.953464603424074, "decode.loss_cls": 0.3000486303120852, "decode.loss_mask": 0.7193619951605796, "decode.loss_dice": 0.9978670686483383, "decode.d0.loss_cls": 1.9905824303627013, "decode.d0.loss_mask": 0.7509567975997925, "decode.d0.loss_dice": 1.1415376007556914, "decode.d1.loss_cls": 0.5547205060720444, "decode.d1.loss_mask": 0.7232514321804047, "decode.d1.loss_dice": 1.0767195343971252, "decode.d2.loss_cls": 0.41728898584842683, "decode.d2.loss_mask": 0.709767508506775, "decode.d2.loss_dice": 1.0229489386081696, "decode.d3.loss_cls": 0.4405468627810478, "decode.d3.loss_mask": 0.7026090890169143, "decode.d3.loss_dice": 1.0249258160591126, "decode.d4.loss_cls": 0.40655743405222894, "decode.d4.loss_mask": 0.7136112481355668, "decode.d4.loss_dice": 1.0149185121059419, "decode.d5.loss_cls": 0.34145002216100695, "decode.d5.loss_mask": 0.7249271780252456, "decode.d5.loss_dice": 1.0038663744926453, "decode.d6.loss_cls": 0.32307025231420994, "decode.d6.loss_mask": 0.725343345105648, "decode.d6.loss_dice": 1.000943687558174, "decode.d7.loss_cls": 0.31641830429434775, "decode.d7.loss_mask": 0.720131802558899, "decode.d7.loss_dice": 1.014221829175949, "decode.d8.loss_cls": 0.32353636883199216, "decode.d8.loss_mask": 0.7306159019470215, "decode.d8.loss_dice": 1.0207197308540343, "time": 0.5364004611968994, "memory": 7230, "step": 150400}
{"lr": 7.912204306445605e-07, "data_time": 0.009473752975463868, "grad_norm": 83.76160507202148, "loss": 23.00175495147705, "decode.loss_cls": 0.3853583730757236, "decode.loss_mask": 0.6375933319330216, "decode.loss_dice": 0.9637332886457444, "decode.d0.loss_cls": 2.124754548072815, "decode.d0.loss_mask": 0.7447846114635468, "decode.d0.loss_dice": 1.2426958620548247, "decode.d1.loss_cls": 0.6217935420572758, "decode.d1.loss_mask": 0.6976924389600754, "decode.d1.loss_dice": 1.1422604113817214, "decode.d2.loss_cls": 0.4772037029266357, "decode.d2.loss_mask": 0.6574010461568832, "decode.d2.loss_dice": 1.0320905983448028, "decode.d3.loss_cls": 0.4984483815729618, "decode.d3.loss_mask": 0.643392163515091, "decode.d3.loss_dice": 1.011132824420929, "decode.d4.loss_cls": 0.42212541922926905, "decode.d4.loss_mask": 0.6378272503614426, "decode.d4.loss_dice": 1.0150717496871948, "decode.d5.loss_cls": 0.40421266555786134, "decode.d5.loss_mask": 0.6405139267444611, "decode.d5.loss_dice": 1.0067955672740936, "decode.d6.loss_cls": 0.3774415023624897, "decode.d6.loss_mask": 0.6451289027929306, "decode.d6.loss_dice": 1.0063657253980636, "decode.d7.loss_cls": 0.38834111839532853, "decode.d7.loss_mask": 0.6338778287172318, "decode.d7.loss_dice": 0.9673730105161666, "decode.d8.loss_cls": 0.3560738354921341, "decode.d8.loss_mask": 0.6449674874544143, "decode.d8.loss_dice": 0.9753033071756363, "time": 0.5365594863891602, "memory": 7251, "step": 150450}
{"lr": 7.874911889711637e-07, "data_time": 0.00962815284729004, "grad_norm": 84.10885887145996, "loss": 18.949989795684814, "decode.loss_cls": 0.2990667291916907, "decode.loss_mask": 0.4915191471576691, "decode.loss_dice": 0.8233203291893005, "decode.d0.loss_cls": 1.9837517261505127, "decode.d0.loss_mask": 0.5706954658031463, "decode.d0.loss_dice": 0.9388171404600143, "decode.d1.loss_cls": 0.5626205857843161, "decode.d1.loss_mask": 0.5176425620913505, "decode.d1.loss_dice": 0.8434901267290116, "decode.d2.loss_cls": 0.49428398013114927, "decode.d2.loss_mask": 0.5020858854055404, "decode.d2.loss_dice": 0.79647898375988, "decode.d3.loss_cls": 0.4444900246337056, "decode.d3.loss_mask": 0.5071274772286415, "decode.d3.loss_dice": 0.8101141005754471, "decode.d4.loss_cls": 0.3481227634474635, "decode.d4.loss_mask": 0.5038353934884071, "decode.d4.loss_dice": 0.8418728917837143, "decode.d5.loss_cls": 0.369964836910367, "decode.d5.loss_mask": 0.507779237627983, "decode.d5.loss_dice": 0.8106321215629577, "decode.d6.loss_cls": 0.40065991105511783, "decode.d6.loss_mask": 0.49016944617033004, "decode.d6.loss_dice": 0.7788387089967728, "decode.d7.loss_cls": 0.36634707236662506, "decode.d7.loss_mask": 0.49659925848245623, "decode.d7.loss_dice": 0.8094092309474945, "decode.d8.loss_cls": 0.3584893586114049, "decode.d8.loss_mask": 0.491904579102993, "decode.d8.loss_dice": 0.7898615717887878, "time": 0.536181116104126, "memory": 7233, "step": 150500}
{"lr": 7.837599840128655e-07, "data_time": 0.00912039279937744, "grad_norm": 98.56483917236328, "loss": 22.210438203811645, "decode.loss_cls": 0.3185996014624834, "decode.loss_mask": 0.6281932905316353, "decode.loss_dice": 0.9431647315621376, "decode.d0.loss_cls": 2.1368932843208315, "decode.d0.loss_mask": 0.7271637544035912, "decode.d0.loss_dice": 1.1620809614658356, "decode.d1.loss_cls": 0.6762208409607411, "decode.d1.loss_mask": 0.6756998419761657, "decode.d1.loss_dice": 1.0410445764660836, "decode.d2.loss_cls": 0.5699968043714762, "decode.d2.loss_mask": 0.6550344660878181, "decode.d2.loss_dice": 0.9937579065561295, "decode.d3.loss_cls": 0.45318624973297117, "decode.d3.loss_mask": 0.6503030106425285, "decode.d3.loss_dice": 0.9617443576455116, "decode.d4.loss_cls": 0.3489671412855387, "decode.d4.loss_mask": 0.6516111418604851, "decode.d4.loss_dice": 0.9624278485774994, "decode.d5.loss_cls": 0.3493984878063202, "decode.d5.loss_mask": 0.632162295281887, "decode.d5.loss_dice": 0.9580251052975655, "decode.d6.loss_cls": 0.3483821004629135, "decode.d6.loss_mask": 0.62233567237854, "decode.d6.loss_dice": 0.935640400648117, "decode.d7.loss_cls": 0.33246815726161005, "decode.d7.loss_mask": 0.6273778170347214, "decode.d7.loss_dice": 0.9351957231760025, "decode.d8.loss_cls": 0.32643930837512014, "decode.d8.loss_mask": 0.6354961395263672, "decode.d8.loss_dice": 0.9514265388250351, "time": 0.5385393142700196, "memory": 7261, "step": 150550}
{"lr": 7.800268043400108e-07, "data_time": 0.009565138816833496, "grad_norm": 82.7629550933838, "loss": 18.19358882904053, "decode.loss_cls": 0.3127748891711235, "decode.loss_mask": 0.48103211373090743, "decode.loss_dice": 0.7761195063591003, "decode.d0.loss_cls": 1.8884370803833008, "decode.d0.loss_mask": 0.5385219335556031, "decode.d0.loss_dice": 0.9691412925720215, "decode.d1.loss_cls": 0.5233861088752747, "decode.d1.loss_mask": 0.4949921637773514, "decode.d1.loss_dice": 0.8477870255708695, "decode.d2.loss_cls": 0.42567501962184906, "decode.d2.loss_mask": 0.5091059446334839, "decode.d2.loss_dice": 0.8397237479686737, "decode.d3.loss_cls": 0.351319383084774, "decode.d3.loss_mask": 0.5083308577537536, "decode.d3.loss_dice": 0.7807774126529694, "decode.d4.loss_cls": 0.35357085019350054, "decode.d4.loss_mask": 0.49017373919487, "decode.d4.loss_dice": 0.7600040763616562, "decode.d5.loss_cls": 0.3470300674438477, "decode.d5.loss_mask": 0.48540648967027666, "decode.d5.loss_dice": 0.7777251482009888, "decode.d6.loss_cls": 0.3395054765045643, "decode.d6.loss_mask": 0.48111645579338075, "decode.d6.loss_dice": 0.7615038275718689, "decode.d7.loss_cls": 0.29814764112234116, "decode.d7.loss_mask": 0.4823786437511444, "decode.d7.loss_dice": 0.790532523393631, "decode.d8.loss_cls": 0.310597387701273, "decode.d8.loss_mask": 0.48230078518390657, "decode.d8.loss_dice": 0.7864712387323379, "time": 0.5609725952148438, "memory": 7223, "step": 150600}
{"lr": 7.762916383952361e-07, "data_time": 0.009371733665466309, "grad_norm": 81.05661888122559, "loss": 26.81843957901001, "decode.loss_cls": 0.49379641860723494, "decode.loss_mask": 0.6006702527403831, "decode.loss_dice": 1.2024519503116609, "decode.d0.loss_cls": 2.4788488507270814, "decode.d0.loss_mask": 0.6982343971729279, "decode.d0.loss_dice": 1.5026829481124877, "decode.d1.loss_cls": 0.7130755871534348, "decode.d1.loss_mask": 0.7070897363126278, "decode.d1.loss_dice": 1.3769375830888748, "decode.d2.loss_cls": 0.5997841849923133, "decode.d2.loss_mask": 0.6596850961446762, "decode.d2.loss_dice": 1.3377396583557128, "decode.d3.loss_cls": 0.6045429781079292, "decode.d3.loss_mask": 0.6355068325996399, "decode.d3.loss_dice": 1.250884261727333, "decode.d4.loss_cls": 0.5433385215699673, "decode.d4.loss_mask": 0.6314530543982982, "decode.d4.loss_dice": 1.2737843602895738, "decode.d5.loss_cls": 0.5318942487239837, "decode.d5.loss_mask": 0.6172541290521621, "decode.d5.loss_dice": 1.252603742480278, "decode.d6.loss_cls": 0.5188435673713684, "decode.d6.loss_mask": 0.6229173064231872, "decode.d6.loss_dice": 1.2523328512907028, "decode.d7.loss_cls": 0.4796722948551178, "decode.d7.loss_mask": 0.6246966764330864, "decode.d7.loss_dice": 1.2569084376096726, "decode.d8.loss_cls": 0.5398573733866214, "decode.d8.loss_mask": 0.6034339778125286, "decode.d8.loss_dice": 1.2075182646512985, "time": 0.5649655103683472, "memory": 7277, "step": 150650}
{"lr": 7.725544744913526e-07, "data_time": 0.009440279006958008, "grad_norm": 82.56805114746093, "loss": 22.821127796173094, "decode.loss_cls": 0.3716276831924915, "decode.loss_mask": 0.6206724405288696, "decode.loss_dice": 1.0194156050682068, "decode.d0.loss_cls": 2.193759894371033, "decode.d0.loss_mask": 0.6790357679128647, "decode.d0.loss_dice": 1.14625603556633, "decode.d1.loss_cls": 0.66585723310709, "decode.d1.loss_mask": 0.6550477415323257, "decode.d1.loss_dice": 1.0567143738269806, "decode.d2.loss_cls": 0.5010961815714836, "decode.d2.loss_mask": 0.6381724566221237, "decode.d2.loss_dice": 1.0233687996864318, "decode.d3.loss_cls": 0.43854518979787827, "decode.d3.loss_mask": 0.6373807936906815, "decode.d3.loss_dice": 0.9987227439880371, "decode.d4.loss_cls": 0.42545597404241564, "decode.d4.loss_mask": 0.6229453325271607, "decode.d4.loss_dice": 1.017631459236145, "decode.d5.loss_cls": 0.4152872562408447, "decode.d5.loss_mask": 0.6292278617620468, "decode.d5.loss_dice": 0.9950880944728852, "decode.d6.loss_cls": 0.40864979177713395, "decode.d6.loss_mask": 0.6250645041465759, "decode.d6.loss_dice": 1.0005293488502502, "decode.d7.loss_cls": 0.381984606385231, "decode.d7.loss_mask": 0.6278574526309967, "decode.d7.loss_dice": 1.0035927236080169, "decode.d8.loss_cls": 0.4067626066505909, "decode.d8.loss_mask": 0.6191006422042846, "decode.d8.loss_dice": 0.9962773859500885, "time": 0.5631780385971069, "memory": 7242, "step": 150700}
{"lr": 7.688153008091827e-07, "data_time": 0.009601879119873046, "grad_norm": 106.3187126159668, "loss": 22.677808952331542, "decode.loss_cls": 0.44074618350714445, "decode.loss_mask": 0.6541918933391571, "decode.loss_dice": 0.905884063243866, "decode.d0.loss_cls": 1.9691127836704254, "decode.d0.loss_mask": 0.7575863361358642, "decode.d0.loss_dice": 1.047008639574051, "decode.d1.loss_cls": 0.5565972529351711, "decode.d1.loss_mask": 0.7470478415489197, "decode.d1.loss_dice": 1.0198095262050628, "decode.d2.loss_cls": 0.6194925939664244, "decode.d2.loss_mask": 0.6865273922681808, "decode.d2.loss_dice": 0.9477831989526748, "decode.d3.loss_cls": 0.5726906660944223, "decode.d3.loss_mask": 0.6742496579885483, "decode.d3.loss_dice": 0.9420441597700119, "decode.d4.loss_cls": 0.4628326127305627, "decode.d4.loss_mask": 0.6593307167291641, "decode.d4.loss_dice": 0.9249465316534042, "decode.d5.loss_cls": 0.4885616213083267, "decode.d5.loss_mask": 0.6599829763174057, "decode.d5.loss_dice": 0.9296871021389961, "decode.d6.loss_cls": 0.5007711850106716, "decode.d6.loss_mask": 0.6601071447134018, "decode.d6.loss_dice": 0.9109829440712929, "decode.d7.loss_cls": 0.3828902807086706, "decode.d7.loss_mask": 0.6736303180456161, "decode.d7.loss_dice": 0.9144981771707534, "decode.d8.loss_cls": 0.40848667547106743, "decode.d8.loss_mask": 0.6564890712499618, "decode.d8.loss_dice": 0.9038392812013626, "time": 0.5364643812179566, "memory": 7216, "step": 150750}
{"lr": 7.650741053953467e-07, "data_time": 0.009543824195861816, "grad_norm": 91.20913276672363, "loss": 26.783836936950685, "decode.loss_cls": 0.4483235128223896, "decode.loss_mask": 0.8077025473117828, "decode.loss_dice": 1.1388246446847916, "decode.d0.loss_cls": 2.0692121148109437, "decode.d0.loss_mask": 0.8996926277875901, "decode.d0.loss_dice": 1.3171806007623672, "decode.d1.loss_cls": 0.6010471567511558, "decode.d1.loss_mask": 0.882448136806488, "decode.d1.loss_dice": 1.2491588741540909, "decode.d2.loss_cls": 0.5427920453250408, "decode.d2.loss_mask": 0.8541587620973587, "decode.d2.loss_dice": 1.1945162624120713, "decode.d3.loss_cls": 0.5233946569263935, "decode.d3.loss_mask": 0.8782474100589752, "decode.d3.loss_dice": 1.1629679799079895, "decode.d4.loss_cls": 0.4888527847826481, "decode.d4.loss_mask": 0.8653164938092232, "decode.d4.loss_dice": 1.1698358356952667, "decode.d5.loss_cls": 0.4748882092535496, "decode.d5.loss_mask": 0.8668057069182395, "decode.d5.loss_dice": 1.1674627661705017, "decode.d6.loss_cls": 0.3991791769862175, "decode.d6.loss_mask": 0.8417783856391907, "decode.d6.loss_dice": 1.1627911388874055, "decode.d7.loss_cls": 0.4244060076773167, "decode.d7.loss_mask": 0.811897499859333, "decode.d7.loss_dice": 1.1543900042772293, "decode.d8.loss_cls": 0.4266533855348825, "decode.d8.loss_mask": 0.807990449666977, "decode.d8.loss_dice": 1.1519220173358917, "time": 0.5374251365661621, "memory": 7297, "step": 150800}
{"lr": 7.613308761600025e-07, "data_time": 0.00971968173980713, "grad_norm": 97.2257755279541, "loss": 21.551040267944337, "decode.loss_cls": 0.3923083633184433, "decode.loss_mask": 0.5833137854933739, "decode.loss_dice": 0.8797771036624908, "decode.d0.loss_cls": 2.063423204421997, "decode.d0.loss_mask": 0.7167498081922531, "decode.d0.loss_dice": 1.021145874261856, "decode.d1.loss_cls": 0.611855037510395, "decode.d1.loss_mask": 0.6678608015179635, "decode.d1.loss_dice": 0.966037267446518, "decode.d2.loss_cls": 0.4192621186375618, "decode.d2.loss_mask": 0.64849301725626, "decode.d2.loss_dice": 0.9508965730667114, "decode.d3.loss_cls": 0.5662231147289276, "decode.d3.loss_mask": 0.6293087869882583, "decode.d3.loss_dice": 0.9070662438869477, "decode.d4.loss_cls": 0.4712301820516586, "decode.d4.loss_mask": 0.5962720915675164, "decode.d4.loss_dice": 0.887514078617096, "decode.d5.loss_cls": 0.39422245472669604, "decode.d5.loss_mask": 0.6101733103394509, "decode.d5.loss_dice": 0.9044236391782761, "decode.d6.loss_cls": 0.4123049318790436, "decode.d6.loss_mask": 0.5864372089505195, "decode.d6.loss_dice": 0.8861035943031311, "decode.d7.loss_cls": 0.38001669496297835, "decode.d7.loss_mask": 0.5840448722243309, "decode.d7.loss_dice": 0.8905594944953918, "decode.d8.loss_cls": 0.4325546517968178, "decode.d8.loss_mask": 0.5920931413769722, "decode.d8.loss_dice": 0.8993689239025116, "time": 0.5351967811584473, "memory": 7261, "step": 150850}
{"lr": 7.575856008745307e-07, "data_time": 0.009471416473388672, "grad_norm": 94.63267593383789, "loss": 22.674686670303345, "decode.loss_cls": 0.43179954346269367, "decode.loss_mask": 0.6907435402274131, "decode.loss_dice": 0.85301633477211, "decode.d0.loss_cls": 2.1360831379890444, "decode.d0.loss_mask": 0.76019247174263, "decode.d0.loss_dice": 1.0150252789258958, "decode.d1.loss_cls": 0.6093476731330156, "decode.d1.loss_mask": 0.7476240962743759, "decode.d1.loss_dice": 0.9394009798765183, "decode.d2.loss_cls": 0.5089309222996234, "decode.d2.loss_mask": 0.7402547329664231, "decode.d2.loss_dice": 0.8911093026399612, "decode.d3.loss_cls": 0.5322586078196764, "decode.d3.loss_mask": 0.7224145233631134, "decode.d3.loss_dice": 0.8972632795572281, "decode.d4.loss_cls": 0.5096813637763262, "decode.d4.loss_mask": 0.7227167576551438, "decode.d4.loss_dice": 0.8895737409591675, "decode.d5.loss_cls": 0.4510911975055933, "decode.d5.loss_mask": 0.7206660240888596, "decode.d5.loss_dice": 0.87611024081707, "decode.d6.loss_cls": 0.43441780284047127, "decode.d6.loss_mask": 0.7031405985355377, "decode.d6.loss_dice": 0.8603245794773102, "decode.d7.loss_cls": 0.4390295660123229, "decode.d7.loss_mask": 0.7064505219459534, "decode.d7.loss_dice": 0.9008744299411774, "decode.d8.loss_cls": 0.4303195752203465, "decode.d8.loss_mask": 0.700741657614708, "decode.d8.loss_dice": 0.8540835499763488, "time": 0.5345298528671265, "memory": 7206, "step": 150900}
{"lr": 7.538382671691722e-07, "data_time": 0.009476184844970703, "grad_norm": 87.91672058105469, "loss": 18.478396797180174, "decode.loss_cls": 0.2689063880592585, "decode.loss_mask": 0.5457929864525795, "decode.loss_dice": 0.7983937382698059, "decode.d0.loss_cls": 1.8456340312957764, "decode.d0.loss_mask": 0.6184894934296608, "decode.d0.loss_dice": 0.8929247796535492, "decode.d1.loss_cls": 0.4023306090384722, "decode.d1.loss_mask": 0.5554196745157242, "decode.d1.loss_dice": 0.8696290493011475, "decode.d2.loss_cls": 0.37780134826898576, "decode.d2.loss_mask": 0.5384763300418853, "decode.d2.loss_dice": 0.8520784229040146, "decode.d3.loss_cls": 0.3337738696485758, "decode.d3.loss_mask": 0.5374382048845291, "decode.d3.loss_dice": 0.7939387619495392, "decode.d4.loss_cls": 0.28542507216334345, "decode.d4.loss_mask": 0.5368087738752365, "decode.d4.loss_dice": 0.7958665430545807, "decode.d5.loss_cls": 0.31263963542878626, "decode.d5.loss_mask": 0.5420351192355156, "decode.d5.loss_dice": 0.8172594726085662, "decode.d6.loss_cls": 0.2833139762282372, "decode.d6.loss_mask": 0.5435456752777099, "decode.d6.loss_dice": 0.8315114676952362, "decode.d7.loss_cls": 0.28116127140820024, "decode.d7.loss_mask": 0.544756630063057, "decode.d7.loss_dice": 0.8314259707927704, "decode.d8.loss_cls": 0.2793410733342171, "decode.d8.loss_mask": 0.5433783963322639, "decode.d8.loss_dice": 0.8189005017280578, "time": 0.5357694387435913, "memory": 7206, "step": 150950}
{"lr": 7.500888625306092e-07, "data_time": 0.009537363052368164, "grad_norm": 92.97494277954101, "loss": 22.49802961349487, "decode.loss_cls": 0.4359784975647926, "decode.loss_mask": 0.5785964593291283, "decode.loss_dice": 0.8893967568874359, "decode.d0.loss_cls": 2.1946141600608824, "decode.d0.loss_mask": 0.6564784616231918, "decode.d0.loss_dice": 1.0400094926357268, "decode.d1.loss_cls": 0.8862696826457978, "decode.d1.loss_mask": 0.6376949518918991, "decode.d1.loss_dice": 1.0172953605651855, "decode.d2.loss_cls": 0.6667972594499588, "decode.d2.loss_mask": 0.5924320191144943, "decode.d2.loss_dice": 0.9287518128752709, "decode.d3.loss_cls": 0.6254032731056214, "decode.d3.loss_mask": 0.5838316798210144, "decode.d3.loss_dice": 0.9157905384898186, "decode.d4.loss_cls": 0.5045364111661911, "decode.d4.loss_mask": 0.5834379345178604, "decode.d4.loss_dice": 0.9277992889285087, "decode.d5.loss_cls": 0.49377141892910004, "decode.d5.loss_mask": 0.5878927290439606, "decode.d5.loss_dice": 0.9303219482302666, "decode.d6.loss_cls": 0.44107687622308733, "decode.d6.loss_mask": 0.5787773936986923, "decode.d6.loss_dice": 0.9055490419268608, "decode.d7.loss_cls": 0.46761795282363894, "decode.d7.loss_mask": 0.5806010395288468, "decode.d7.loss_dice": 0.9138933986425399, "decode.d8.loss_cls": 0.4274056777358055, "decode.d8.loss_mask": 0.5854081898927689, "decode.d8.loss_dice": 0.9205992937088012, "time": 0.5368338108062745, "memory": 7225, "step": 151000}
{"lr": 7.463373742994937e-07, "data_time": 0.009587574005126952, "grad_norm": 89.49303436279297, "loss": 19.058571910858156, "decode.loss_cls": 0.29482627287507057, "decode.loss_mask": 0.6138899832963943, "decode.loss_dice": 0.769641450047493, "decode.d0.loss_cls": 1.8174132347106933, "decode.d0.loss_mask": 0.6795140177011489, "decode.d0.loss_dice": 0.9361487865447998, "decode.d1.loss_cls": 0.46839660704135894, "decode.d1.loss_mask": 0.6448328971862793, "decode.d1.loss_dice": 0.8276327759027481, "decode.d2.loss_cls": 0.386962553858757, "decode.d2.loss_mask": 0.6344024777412415, "decode.d2.loss_dice": 0.7770488321781158, "decode.d3.loss_cls": 0.3504106864333153, "decode.d3.loss_mask": 0.6310961544513702, "decode.d3.loss_dice": 0.7794865161180496, "decode.d4.loss_cls": 0.32002080976963043, "decode.d4.loss_mask": 0.6297538578510284, "decode.d4.loss_dice": 0.7829583525657654, "decode.d5.loss_cls": 0.28274597972631454, "decode.d5.loss_mask": 0.6351480126380921, "decode.d5.loss_dice": 0.7827012985944748, "decode.d6.loss_cls": 0.29311407133936884, "decode.d6.loss_mask": 0.616446852684021, "decode.d6.loss_dice": 0.7518496811389923, "decode.d7.loss_cls": 0.27914547324180605, "decode.d7.loss_mask": 0.6189876109361648, "decode.d7.loss_dice": 0.7591562509536743, "decode.d8.loss_cls": 0.30166310220956805, "decode.d8.loss_mask": 0.6183370649814606, "decode.d8.loss_dice": 0.774839636683464, "time": 0.5358728170394897, "memory": 7235, "step": 151050}
{"lr": 7.425837896679141e-07, "data_time": 0.009604406356811524, "grad_norm": 98.61124114990234, "loss": 18.18873882293701, "decode.loss_cls": 0.2717582918703556, "decode.loss_mask": 0.5253896191716194, "decode.loss_dice": 0.7655249446630478, "decode.d0.loss_cls": 1.8160723328590394, "decode.d0.loss_mask": 0.5635377779603005, "decode.d0.loss_dice": 0.8750250697135925, "decode.d1.loss_cls": 0.4493108928203583, "decode.d1.loss_mask": 0.5624869555234909, "decode.d1.loss_dice": 0.8475444316864014, "decode.d2.loss_cls": 0.4117321416735649, "decode.d2.loss_mask": 0.5580236226320267, "decode.d2.loss_dice": 0.8375561028718949, "decode.d3.loss_cls": 0.39123460203409194, "decode.d3.loss_mask": 0.5016535058617592, "decode.d3.loss_dice": 0.7932014703750611, "decode.d4.loss_cls": 0.2931792140007019, "decode.d4.loss_mask": 0.5131539732217789, "decode.d4.loss_dice": 0.7711268782615661, "decode.d5.loss_cls": 0.25816913321614265, "decode.d5.loss_mask": 0.5578064456582069, "decode.d5.loss_dice": 0.7961777478456498, "decode.d6.loss_cls": 0.2702775191515684, "decode.d6.loss_mask": 0.5599424123764039, "decode.d6.loss_dice": 0.781782203912735, "decode.d7.loss_cls": 0.26786226853728295, "decode.d7.loss_mask": 0.5495417088270187, "decode.d7.loss_dice": 0.7934667468070984, "decode.d8.loss_cls": 0.26173931173980236, "decode.d8.loss_mask": 0.5451369628310203, "decode.d8.loss_dice": 0.7993247509002686, "time": 0.5631194353103638, "memory": 7286, "step": 151100}
{"lr": 7.388280956768117e-07, "data_time": 0.009507179260253906, "grad_norm": 81.44571228027344, "loss": 21.111795139312743, "decode.loss_cls": 0.29908397346735, "decode.loss_mask": 0.5459409773349762, "decode.loss_dice": 0.9553756028413772, "decode.d0.loss_cls": 1.910209411382675, "decode.d0.loss_mask": 0.6207645431160926, "decode.d0.loss_dice": 1.2189751356840133, "decode.d1.loss_cls": 0.5949066698551178, "decode.d1.loss_mask": 0.5887539356946945, "decode.d1.loss_dice": 1.0836452484130858, "decode.d2.loss_cls": 0.4821606256067753, "decode.d2.loss_mask": 0.5771300449967385, "decode.d2.loss_dice": 1.0464618116617204, "decode.d3.loss_cls": 0.3861007861793041, "decode.d3.loss_mask": 0.56949253231287, "decode.d3.loss_dice": 1.0193110913038255, "decode.d4.loss_cls": 0.3403785202652216, "decode.d4.loss_mask": 0.5671739563345909, "decode.d4.loss_dice": 1.0220622837543487, "decode.d5.loss_cls": 0.3062906291335821, "decode.d5.loss_mask": 0.5635459691286087, "decode.d5.loss_dice": 0.9828548908233643, "decode.d6.loss_cls": 0.2958461459726095, "decode.d6.loss_mask": 0.5519396811723709, "decode.d6.loss_dice": 0.9777301251888275, "decode.d7.loss_cls": 0.28319685012102125, "decode.d7.loss_mask": 0.5464382335543633, "decode.d7.loss_dice": 0.9656533241271973, "decode.d8.loss_cls": 0.30385338291525843, "decode.d8.loss_mask": 0.5482246965169907, "decode.d8.loss_dice": 0.9582936584949493, "time": 0.5625847101211547, "memory": 7199, "step": 151150}
{"lr": 7.350702792133299e-07, "data_time": 0.009488296508789063, "grad_norm": 80.36765556335449, "loss": 16.724522495269774, "decode.loss_cls": 0.2732274040579796, "decode.loss_mask": 0.45812073796987535, "decode.loss_dice": 0.6960672706365585, "decode.d0.loss_cls": 1.6357383489608766, "decode.d0.loss_mask": 0.49880754500627517, "decode.d0.loss_dice": 0.8127289324998855, "decode.d1.loss_cls": 0.379879529774189, "decode.d1.loss_mask": 0.49331493973731994, "decode.d1.loss_dice": 0.7699037492275238, "decode.d2.loss_cls": 0.38238819018006326, "decode.d2.loss_mask": 0.4925894469022751, "decode.d2.loss_dice": 0.7390997916460037, "decode.d3.loss_cls": 0.40248392298817637, "decode.d3.loss_mask": 0.4774766594171524, "decode.d3.loss_dice": 0.7241470843553544, "decode.d4.loss_cls": 0.2984670139849186, "decode.d4.loss_mask": 0.48053319454193116, "decode.d4.loss_dice": 0.7330411285161972, "decode.d5.loss_cls": 0.28394769988954066, "decode.d5.loss_mask": 0.47826806306838987, "decode.d5.loss_dice": 0.7344597071409226, "decode.d6.loss_cls": 0.3548737043514848, "decode.d6.loss_mask": 0.4627946048974991, "decode.d6.loss_dice": 0.6949623823165894, "decode.d7.loss_cls": 0.3331250909715891, "decode.d7.loss_mask": 0.4639804095029831, "decode.d7.loss_dice": 0.7073964983224869, "decode.d8.loss_cls": 0.3005943030118942, "decode.d8.loss_mask": 0.4574534177780151, "decode.d8.loss_dice": 0.7046520322561264, "time": 0.5378690481185913, "memory": 7229, "step": 151200}
{"lr": 7.313103270081033e-07, "data_time": 0.009702277183532716, "grad_norm": 111.11337890625, "loss": 18.874425411224365, "decode.loss_cls": 0.34057902693748476, "decode.loss_mask": 0.602008330821991, "decode.loss_dice": 0.7307096302509308, "decode.d0.loss_cls": 1.7951992988586425, "decode.d0.loss_mask": 0.6638780385255814, "decode.d0.loss_dice": 0.8421702086925507, "decode.d1.loss_cls": 0.47814534306526185, "decode.d1.loss_mask": 0.6230834543704986, "decode.d1.loss_dice": 0.7801017135381698, "decode.d2.loss_cls": 0.4332892447710037, "decode.d2.loss_mask": 0.6179668426513671, "decode.d2.loss_dice": 0.741115179657936, "decode.d3.loss_cls": 0.36634339317679404, "decode.d3.loss_mask": 0.6113528400659561, "decode.d3.loss_dice": 0.7287036895751953, "decode.d4.loss_cls": 0.3944033540785313, "decode.d4.loss_mask": 0.6097228899598122, "decode.d4.loss_dice": 0.7285421013832092, "decode.d5.loss_cls": 0.3592290602624416, "decode.d5.loss_mask": 0.6097855240106582, "decode.d5.loss_dice": 0.7382839262485504, "decode.d6.loss_cls": 0.3711245201528072, "decode.d6.loss_mask": 0.6072571545839309, "decode.d6.loss_dice": 0.7365326821804047, "decode.d7.loss_cls": 0.3479977063834667, "decode.d7.loss_mask": 0.6030495673418045, "decode.d7.loss_dice": 0.7267055422067642, "decode.d8.loss_cls": 0.3860195606946945, "decode.d8.loss_mask": 0.5964724600315094, "decode.d8.loss_dice": 0.7046529948711395, "time": 0.5378855705261231, "memory": 7176, "step": 151250}
{"lr": 7.275482256324887e-07, "data_time": 0.009410643577575683, "grad_norm": 102.91351013183593, "loss": 21.59273624420166, "decode.loss_cls": 0.4659921623766422, "decode.loss_mask": 0.649511530995369, "decode.loss_dice": 0.8540577024221421, "decode.d0.loss_cls": 2.0570861220359804, "decode.d0.loss_mask": 0.7125750780105591, "decode.d0.loss_dice": 0.9601543128490448, "decode.d1.loss_cls": 0.5760440558195115, "decode.d1.loss_mask": 0.6459497958421707, "decode.d1.loss_dice": 0.9120731800794601, "decode.d2.loss_cls": 0.49386667683720586, "decode.d2.loss_mask": 0.6458333790302276, "decode.d2.loss_dice": 0.8789333492517472, "decode.d3.loss_cls": 0.5016963489353656, "decode.d3.loss_mask": 0.6342884838581085, "decode.d3.loss_dice": 0.8785676896572113, "decode.d4.loss_cls": 0.476075841486454, "decode.d4.loss_mask": 0.6333766520023346, "decode.d4.loss_dice": 0.8642328292131424, "decode.d5.loss_cls": 0.4319771960377693, "decode.d5.loss_mask": 0.6539394170045852, "decode.d5.loss_dice": 0.878749743103981, "decode.d6.loss_cls": 0.4112044833600521, "decode.d6.loss_mask": 0.6479667544364929, "decode.d6.loss_dice": 0.8416123628616333, "decode.d7.loss_cls": 0.43459652364254, "decode.d7.loss_mask": 0.643646439909935, "decode.d7.loss_dice": 0.8593159168958664, "decode.d8.loss_cls": 0.4640281327068806, "decode.d8.loss_mask": 0.6421313226222992, "decode.d8.loss_dice": 0.8432519376277924, "time": 0.536923623085022, "memory": 7179, "step": 151300}
{"lr": 7.237839614957224e-07, "data_time": 0.009425902366638183, "grad_norm": 98.8437873840332, "loss": 19.136507511138916, "decode.loss_cls": 0.19742194563150406, "decode.loss_mask": 0.5684346288442612, "decode.loss_dice": 0.8296880900859833, "decode.d0.loss_cls": 2.0907662868499757, "decode.d0.loss_mask": 0.6407858163118363, "decode.d0.loss_dice": 1.0147353827953338, "decode.d1.loss_cls": 0.416312737762928, "decode.d1.loss_mask": 0.6015668928623199, "decode.d1.loss_dice": 0.9135995209217072, "decode.d2.loss_cls": 0.3723361060023308, "decode.d2.loss_mask": 0.5898095369338989, "decode.d2.loss_dice": 0.8693227112293244, "decode.d3.loss_cls": 0.3171824276447296, "decode.d3.loss_mask": 0.5851925283670425, "decode.d3.loss_dice": 0.8632062673568726, "decode.d4.loss_cls": 0.26515609472990037, "decode.d4.loss_mask": 0.5756510078907013, "decode.d4.loss_dice": 0.8406899034976959, "decode.d5.loss_cls": 0.24075249284505845, "decode.d5.loss_mask": 0.5760578364133835, "decode.d5.loss_dice": 0.8375597447156906, "decode.d6.loss_cls": 0.22640757709741594, "decode.d6.loss_mask": 0.5730666369199753, "decode.d6.loss_dice": 0.8381919741630555, "decode.d7.loss_cls": 0.22931087836623193, "decode.d7.loss_mask": 0.5710989207029342, "decode.d7.loss_dice": 0.8533746778964997, "decode.d8.loss_cls": 0.20785795003175736, "decode.d8.loss_mask": 0.5759726703166962, "decode.d8.loss_dice": 0.8549984097480774, "time": 0.5356522083282471, "memory": 7276, "step": 151350}
{"lr": 7.200175208420146e-07, "data_time": 0.00972285270690918, "grad_norm": 83.96448822021485, "loss": 22.025494265556336, "decode.loss_cls": 0.3035492330789566, "decode.loss_mask": 0.6351795569062233, "decode.loss_dice": 1.0168331012129783, "decode.d0.loss_cls": 1.8404248893260955, "decode.d0.loss_mask": 0.7001913189888, "decode.d0.loss_dice": 1.1840193197131157, "decode.d1.loss_cls": 0.48201905786991117, "decode.d1.loss_mask": 0.6640366032719612, "decode.d1.loss_dice": 1.0297719806432724, "decode.d2.loss_cls": 0.4065316554158926, "decode.d2.loss_mask": 0.6380736477673054, "decode.d2.loss_dice": 1.0370886951684952, "decode.d3.loss_cls": 0.3967853717505932, "decode.d3.loss_mask": 0.6362136922776699, "decode.d3.loss_dice": 1.02656279951334, "decode.d4.loss_cls": 0.3728884980082512, "decode.d4.loss_mask": 0.6321964204311371, "decode.d4.loss_dice": 1.016556330025196, "decode.d5.loss_cls": 0.34229664243757724, "decode.d5.loss_mask": 0.6399414457380772, "decode.d5.loss_dice": 1.024003741145134, "decode.d6.loss_cls": 0.35226167626678945, "decode.d6.loss_mask": 0.6377197921276092, "decode.d6.loss_dice": 1.0175703473389148, "decode.d7.loss_cls": 0.33457455672323705, "decode.d7.loss_mask": 0.6364370636641979, "decode.d7.loss_dice": 1.0268994845449924, "decode.d8.loss_cls": 0.33447821289300916, "decode.d8.loss_mask": 0.6373029261827469, "decode.d8.loss_dice": 1.0230850726366043, "time": 0.5363756418228149, "memory": 7187, "step": 151400}
{"lr": 7.16248889747578e-07, "data_time": 0.009410429000854491, "grad_norm": 87.52368850708008, "loss": 17.43194522857666, "decode.loss_cls": 0.23956452682614326, "decode.loss_mask": 0.5311086654663086, "decode.loss_dice": 0.7303702726960182, "decode.d0.loss_cls": 1.8604370057582855, "decode.d0.loss_mask": 0.5932703137397766, "decode.d0.loss_dice": 0.8449721187353134, "decode.d1.loss_cls": 0.40770247504115104, "decode.d1.loss_mask": 0.5680415958166123, "decode.d1.loss_dice": 0.7982865422964096, "decode.d2.loss_cls": 0.2985202565789223, "decode.d2.loss_mask": 0.555697301030159, "decode.d2.loss_dice": 0.7510643035173417, "decode.d3.loss_cls": 0.27435940131545067, "decode.d3.loss_mask": 0.5403945624828339, "decode.d3.loss_dice": 0.7391148835420609, "decode.d4.loss_cls": 0.29849944561719893, "decode.d4.loss_mask": 0.5405673205852508, "decode.d4.loss_dice": 0.7404444172978402, "decode.d5.loss_cls": 0.30352590084075926, "decode.d5.loss_mask": 0.5363718777894974, "decode.d5.loss_dice": 0.7474669247865677, "decode.d6.loss_cls": 0.2513353928923607, "decode.d6.loss_mask": 0.5351302117109299, "decode.d6.loss_dice": 0.7261244386434555, "decode.d7.loss_cls": 0.23602573052048684, "decode.d7.loss_mask": 0.5362854778766633, "decode.d7.loss_dice": 0.7364278793334961, "decode.d8.loss_cls": 0.25452993512153627, "decode.d8.loss_mask": 0.5317197531461716, "decode.d8.loss_dice": 0.7245863154530525, "time": 0.5348764181137085, "memory": 7217, "step": 151450}
{"lr": 7.124780541175759e-07, "data_time": 0.009435939788818359, "grad_norm": 91.36290435791015, "loss": 22.625518202781677, "decode.loss_cls": 0.3250785797834396, "decode.loss_mask": 0.6831012725830078, "decode.loss_dice": 1.0020176775753498, "decode.d0.loss_cls": 1.9714049100875854, "decode.d0.loss_mask": 0.7437527731060982, "decode.d0.loss_dice": 1.1841635018587113, "decode.d1.loss_cls": 0.544749753922224, "decode.d1.loss_mask": 0.6788351833820343, "decode.d1.loss_dice": 1.0813065707683562, "decode.d2.loss_cls": 0.4335600957274437, "decode.d2.loss_mask": 0.7123420573771, "decode.d2.loss_dice": 1.0556123927235603, "decode.d3.loss_cls": 0.42138746157288554, "decode.d3.loss_mask": 0.6680444717407227, "decode.d3.loss_dice": 0.9977249830961228, "decode.d4.loss_cls": 0.39450846761465075, "decode.d4.loss_mask": 0.6588774189352989, "decode.d4.loss_dice": 0.9878880515694618, "decode.d5.loss_cls": 0.3605886477977037, "decode.d5.loss_mask": 0.6572141766548156, "decode.d5.loss_dice": 0.9833634965121746, "decode.d6.loss_cls": 0.3945795867592096, "decode.d6.loss_mask": 0.6511198416352272, "decode.d6.loss_dice": 0.9919786669313908, "decode.d7.loss_cls": 0.3393161416053772, "decode.d7.loss_mask": 0.6716269984841347, "decode.d7.loss_dice": 0.9985101379454135, "decode.d8.loss_cls": 0.32373245991766453, "decode.d8.loss_mask": 0.6795486859977246, "decode.d8.loss_dice": 1.0295836925506592, "time": 0.5359959602355957, "memory": 7363, "step": 151500}
{"lr": 7.087049996830068e-07, "data_time": 0.009514212608337402, "grad_norm": 90.85258026123047, "loss": 25.77209825515747, "decode.loss_cls": 0.514081210643053, "decode.loss_mask": 0.6643008574843406, "decode.loss_dice": 1.0722548514604568, "decode.d0.loss_cls": 2.0914847016334535, "decode.d0.loss_mask": 0.7600795298814773, "decode.d0.loss_dice": 1.3043846756219863, "decode.d1.loss_cls": 0.8492791473865509, "decode.d1.loss_mask": 0.706905123591423, "decode.d1.loss_dice": 1.2135624229907989, "decode.d2.loss_cls": 0.7215916857123374, "decode.d2.loss_mask": 0.6880775853991509, "decode.d2.loss_dice": 1.1629895329475404, "decode.d3.loss_cls": 0.6036315128207207, "decode.d3.loss_mask": 0.675975413620472, "decode.d3.loss_dice": 1.122191596031189, "decode.d4.loss_cls": 0.5730115421116352, "decode.d4.loss_mask": 0.678237521648407, "decode.d4.loss_dice": 1.1132500141859054, "decode.d5.loss_cls": 0.5663297057151795, "decode.d5.loss_mask": 0.6691974774003029, "decode.d5.loss_dice": 1.106711083650589, "decode.d6.loss_cls": 0.5803837217390537, "decode.d6.loss_mask": 0.6729152098298072, "decode.d6.loss_dice": 1.0984188437461853, "decode.d7.loss_cls": 0.5273479096591472, "decode.d7.loss_mask": 0.6628341391682625, "decode.d7.loss_dice": 1.093922421336174, "decode.d8.loss_cls": 0.5456024594604969, "decode.d8.loss_mask": 0.6552045285701752, "decode.d8.loss_dice": 1.0779408872127534, "time": 0.5896198272705078, "memory": 7285, "step": 151550}
{"lr": 7.049297119975055e-07, "data_time": 0.009523701667785645, "grad_norm": 96.86485595703125, "loss": 21.8175989151001, "decode.loss_cls": 0.43791806437075137, "decode.loss_mask": 0.49464757144451144, "decode.loss_dice": 0.9484821140766144, "decode.d0.loss_cls": 2.138793873786926, "decode.d0.loss_mask": 0.5581597775220871, "decode.d0.loss_dice": 1.1393848836421967, "decode.d1.loss_cls": 0.7090382680296898, "decode.d1.loss_mask": 0.5350252270698548, "decode.d1.loss_dice": 1.0471129834651947, "decode.d2.loss_cls": 0.5566246613860131, "decode.d2.loss_mask": 0.5360652506351471, "decode.d2.loss_dice": 1.0390100836753846, "decode.d3.loss_cls": 0.5172465287148953, "decode.d3.loss_mask": 0.503505402803421, "decode.d3.loss_dice": 0.9798589587211609, "decode.d4.loss_cls": 0.4999861612915993, "decode.d4.loss_mask": 0.5000828981399537, "decode.d4.loss_dice": 0.9822281569242477, "decode.d5.loss_cls": 0.45362470783293246, "decode.d5.loss_mask": 0.5018109932541848, "decode.d5.loss_dice": 0.9767034530639649, "decode.d6.loss_cls": 0.47599877007305624, "decode.d6.loss_mask": 0.4966903060674667, "decode.d6.loss_dice": 0.9627465039491654, "decode.d7.loss_cls": 0.4546254310756922, "decode.d7.loss_mask": 0.504075437784195, "decode.d7.loss_dice": 0.9592241555452347, "decode.d8.loss_cls": 0.4726357739418745, "decode.d8.loss_mask": 0.4939013242721558, "decode.d8.loss_dice": 0.9423913568258285, "time": 0.5343743562698364, "memory": 7200, "step": 151600}
{"lr": 7.011521764340701e-07, "data_time": 0.009467601776123047, "grad_norm": 84.36872634887695, "loss": 16.124210357666016, "decode.loss_cls": 0.25172612369060515, "decode.loss_mask": 0.4174248233437538, "decode.loss_dice": 0.6933279573917389, "decode.d0.loss_cls": 1.849498438835144, "decode.d0.loss_mask": 0.4783609449863434, "decode.d0.loss_dice": 0.8832470208406449, "decode.d1.loss_cls": 0.39555668756365775, "decode.d1.loss_mask": 0.43499512821435926, "decode.d1.loss_dice": 0.7542985439300537, "decode.d2.loss_cls": 0.4025318752974272, "decode.d2.loss_mask": 0.42983323484659197, "decode.d2.loss_dice": 0.7192102581262588, "decode.d3.loss_cls": 0.3504193939268589, "decode.d3.loss_mask": 0.4224029392004013, "decode.d3.loss_dice": 0.6651341825723648, "decode.d4.loss_cls": 0.32783708460628985, "decode.d4.loss_mask": 0.42162939757108686, "decode.d4.loss_dice": 0.7033844023942948, "decode.d5.loss_cls": 0.25770341977477074, "decode.d5.loss_mask": 0.41813757717609407, "decode.d5.loss_dice": 0.6933689534664154, "decode.d6.loss_cls": 0.2780659720301628, "decode.d6.loss_mask": 0.42100994288921356, "decode.d6.loss_dice": 0.7027891427278519, "decode.d7.loss_cls": 0.27777047269046307, "decode.d7.loss_mask": 0.41704827845096587, "decode.d7.loss_dice": 0.6882990837097168, "decode.d8.loss_cls": 0.2703220197930932, "decode.d8.loss_mask": 0.4147378444671631, "decode.d8.loss_dice": 0.6841392934322357, "time": 0.5655072927474976, "memory": 7230, "step": 151650}
{"lr": 6.973723781817093e-07, "data_time": 0.009458661079406738, "grad_norm": 93.79294509887696, "loss": 20.75533285140991, "decode.loss_cls": 0.37765531092882154, "decode.loss_mask": 0.5858297750353814, "decode.loss_dice": 0.8546810328960419, "decode.d0.loss_cls": 1.955760622024536, "decode.d0.loss_mask": 0.6389600098133087, "decode.d0.loss_dice": 1.1328372955322266, "decode.d1.loss_cls": 0.6450040578842163, "decode.d1.loss_mask": 0.6073530957102775, "decode.d1.loss_dice": 1.003055253624916, "decode.d2.loss_cls": 0.46465570032596587, "decode.d2.loss_mask": 0.6111885607242584, "decode.d2.loss_dice": 0.9216229915618896, "decode.d3.loss_cls": 0.46197207272052765, "decode.d3.loss_mask": 0.5865272402763366, "decode.d3.loss_dice": 0.869833254814148, "decode.d4.loss_cls": 0.390534882247448, "decode.d4.loss_mask": 0.5716303259134292, "decode.d4.loss_dice": 0.8784022748470306, "decode.d5.loss_cls": 0.41021415069699285, "decode.d5.loss_mask": 0.5649053990840912, "decode.d5.loss_dice": 0.8586420238018035, "decode.d6.loss_cls": 0.3461493343114853, "decode.d6.loss_mask": 0.5767829343676567, "decode.d6.loss_dice": 0.8526513606309891, "decode.d7.loss_cls": 0.35820390954613684, "decode.d7.loss_mask": 0.5800219029188156, "decode.d7.loss_dice": 0.8401349395513534, "decode.d8.loss_cls": 0.39679907634854317, "decode.d8.loss_mask": 0.5662739545106887, "decode.d8.loss_dice": 0.8470496565103531, "time": 0.5374179601669311, "memory": 7200, "step": 151700}
{"lr": 6.93590302242003e-07, "data_time": 0.00960078239440918, "grad_norm": 85.83230934143066, "loss": 18.637393856048583, "decode.loss_cls": 0.23469095602631568, "decode.loss_mask": 0.5029763236641884, "decode.loss_dice": 0.8587198331952095, "decode.d0.loss_cls": 1.8052964508533478, "decode.d0.loss_mask": 0.5579509526491165, "decode.d0.loss_dice": 0.9769329369068146, "decode.d1.loss_cls": 0.5410321731120348, "decode.d1.loss_mask": 0.5322394087910652, "decode.d1.loss_dice": 0.8868654057383537, "decode.d2.loss_cls": 0.4229011692106724, "decode.d2.loss_mask": 0.5133264571428299, "decode.d2.loss_dice": 0.8704595685005188, "decode.d3.loss_cls": 0.34720989912748335, "decode.d3.loss_mask": 0.5106585770845413, "decode.d3.loss_dice": 0.8655211843550206, "decode.d4.loss_cls": 0.33448057770729067, "decode.d4.loss_mask": 0.5133134663105011, "decode.d4.loss_dice": 0.8665858492255211, "decode.d5.loss_cls": 0.27582658268511295, "decode.d5.loss_mask": 0.5035570248961448, "decode.d5.loss_dice": 0.8561402283608913, "decode.d6.loss_cls": 0.2656373232603073, "decode.d6.loss_mask": 0.511818116903305, "decode.d6.loss_dice": 0.8350360691547394, "decode.d7.loss_cls": 0.24620613269507885, "decode.d7.loss_mask": 0.5177937090396881, "decode.d7.loss_dice": 0.8539820455014706, "decode.d8.loss_cls": 0.26238521188497543, "decode.d8.loss_mask": 0.506424605846405, "decode.d8.loss_dice": 0.8614245362579822, "time": 0.537892484664917, "memory": 7261, "step": 151750}
{"lr": 6.898059334255808e-07, "data_time": 0.009465527534484864, "grad_norm": 93.94154319763183, "loss": 21.202250671386718, "decode.loss_cls": 0.4727833144366741, "decode.loss_mask": 0.5978727489709854, "decode.loss_dice": 0.7669074356555938, "decode.d0.loss_cls": 2.0327214360237122, "decode.d0.loss_mask": 0.7160868629813194, "decode.d0.loss_dice": 0.9248452812433243, "decode.d1.loss_cls": 0.7321295812726021, "decode.d1.loss_mask": 0.6637291073799133, "decode.d1.loss_dice": 0.8610572278499603, "decode.d2.loss_cls": 0.5661369018256664, "decode.d2.loss_mask": 0.6447952672839165, "decode.d2.loss_dice": 0.836126184463501, "decode.d3.loss_cls": 0.5227743312716484, "decode.d3.loss_mask": 0.6084654971957206, "decode.d3.loss_dice": 0.823011440038681, "decode.d4.loss_cls": 0.49109269455075266, "decode.d4.loss_mask": 0.6115371391177178, "decode.d4.loss_dice": 0.8153622329235077, "decode.d5.loss_cls": 0.47588567808270454, "decode.d5.loss_mask": 0.6157614514231682, "decode.d5.loss_dice": 0.8110803216695786, "decode.d6.loss_cls": 0.4854834102094173, "decode.d6.loss_mask": 0.6065187111496926, "decode.d6.loss_dice": 0.791450360417366, "decode.d7.loss_cls": 0.4700987908989191, "decode.d7.loss_mask": 0.610442265868187, "decode.d7.loss_dice": 0.776654702425003, "decode.d8.loss_cls": 0.46866445131599904, "decode.d8.loss_mask": 0.6227507174015046, "decode.d8.loss_dice": 0.7800246238708496, "time": 0.5359344720840454, "memory": 7216, "step": 151800}
{"lr": 6.860192563485121e-07, "data_time": 0.009636807441711425, "grad_norm": 83.3998176574707, "loss": 17.077792263031007, "decode.loss_cls": 0.22182913422584533, "decode.loss_mask": 0.4655724406242371, "decode.loss_dice": 0.7251584321260452, "decode.d0.loss_cls": 2.168994152545929, "decode.d0.loss_mask": 0.5927962273359298, "decode.d0.loss_dice": 0.9094183385372162, "decode.d1.loss_cls": 0.42065546065568926, "decode.d1.loss_mask": 0.49390318989753723, "decode.d1.loss_dice": 0.8051481753587723, "decode.d2.loss_cls": 0.3304308831691742, "decode.d2.loss_mask": 0.48710670620203017, "decode.d2.loss_dice": 0.7920972228050231, "decode.d3.loss_cls": 0.3019184201955795, "decode.d3.loss_mask": 0.4657473832368851, "decode.d3.loss_dice": 0.7399170994758606, "decode.d4.loss_cls": 0.2549295276403427, "decode.d4.loss_mask": 0.46856485605239867, "decode.d4.loss_dice": 0.7431345045566559, "decode.d5.loss_cls": 0.2238437034189701, "decode.d5.loss_mask": 0.4829467937350273, "decode.d5.loss_dice": 0.730488708615303, "decode.d6.loss_cls": 0.21856674030423165, "decode.d6.loss_mask": 0.4816478699445724, "decode.d6.loss_dice": 0.7380416750907898, "decode.d7.loss_cls": 0.22059220001101493, "decode.d7.loss_mask": 0.4683392971754074, "decode.d7.loss_dice": 0.7143059939146041, "decode.d8.loss_cls": 0.21925510391592978, "decode.d8.loss_mask": 0.46368985772132876, "decode.d8.loss_dice": 0.7287519872188568, "time": 0.5343027830123901, "memory": 7252, "step": 151850}
{"lr": 6.822302554286031e-07, "data_time": 0.00953371524810791, "grad_norm": 86.71784629821778, "loss": 19.435745620727538, "decode.loss_cls": 0.21239998564124107, "decode.loss_mask": 0.6498144507408142, "decode.loss_dice": 0.7928121268749238, "decode.d0.loss_cls": 2.014808213710785, "decode.d0.loss_mask": 0.7280726134777069, "decode.d0.loss_dice": 0.8988529801368713, "decode.d1.loss_cls": 0.43165594935417173, "decode.d1.loss_mask": 0.7026163250207901, "decode.d1.loss_dice": 0.8646440207958221, "decode.d2.loss_cls": 0.3678382240235806, "decode.d2.loss_mask": 0.6719344794750214, "decode.d2.loss_dice": 0.8191520929336548, "decode.d3.loss_cls": 0.28393194675445554, "decode.d3.loss_mask": 0.6685549765825272, "decode.d3.loss_dice": 0.815419614315033, "decode.d4.loss_cls": 0.25772622153162955, "decode.d4.loss_mask": 0.662996819615364, "decode.d4.loss_dice": 0.8010095477104187, "decode.d5.loss_cls": 0.2507586032152176, "decode.d5.loss_mask": 0.6731575667858124, "decode.d5.loss_dice": 0.7992295444011688, "decode.d6.loss_cls": 0.23629180565476418, "decode.d6.loss_mask": 0.6699694812297821, "decode.d6.loss_dice": 0.8131483018398284, "decode.d7.loss_cls": 0.21212775111198426, "decode.d7.loss_mask": 0.6552678912878036, "decode.d7.loss_dice": 0.8101230382919311, "decode.d8.loss_cls": 0.22603877782821655, "decode.d8.loss_mask": 0.6512944608926773, "decode.d8.loss_dice": 0.7940978884696961, "time": 0.562320065498352, "memory": 7257, "step": 151900}
{"lr": 6.784389148816034e-07, "data_time": 0.009317278861999512, "grad_norm": 100.02307510375977, "loss": 20.261347579956055, "decode.loss_cls": 0.3791341379284859, "decode.loss_mask": 0.5175735354423523, "decode.loss_dice": 0.9099411100149155, "decode.d0.loss_cls": 1.842572271823883, "decode.d0.loss_mask": 0.5996123790740967, "decode.d0.loss_dice": 1.0205217927694321, "decode.d1.loss_cls": 0.5234483689069748, "decode.d1.loss_mask": 0.5553602635860443, "decode.d1.loss_dice": 0.9658607244491577, "decode.d2.loss_cls": 0.4600266806781292, "decode.d2.loss_mask": 0.5351815015077591, "decode.d2.loss_dice": 0.9378022223711013, "decode.d3.loss_cls": 0.463495971262455, "decode.d3.loss_mask": 0.5322461992502212, "decode.d3.loss_dice": 0.9135947346687316, "decode.d4.loss_cls": 0.40561609268188475, "decode.d4.loss_mask": 0.5297877833247184, "decode.d4.loss_dice": 0.9120163232088089, "decode.d5.loss_cls": 0.3763442113995552, "decode.d5.loss_mask": 0.5273031607270241, "decode.d5.loss_dice": 0.9130011379718781, "decode.d6.loss_cls": 0.4055644080042839, "decode.d6.loss_mask": 0.5213173538446426, "decode.d6.loss_dice": 0.9052161574363708, "decode.d7.loss_cls": 0.3857493683695793, "decode.d7.loss_mask": 0.5230338871479034, "decode.d7.loss_dice": 0.9083623886108398, "decode.d8.loss_cls": 0.3707080647349358, "decode.d8.loss_mask": 0.5173970654606819, "decode.d8.loss_dice": 0.9035582929849625, "time": 0.5346097946166992, "memory": 7217, "step": 151950}
{"lr": 6.746452187173129e-07, "data_time": 0.009466457366943359, "grad_norm": 89.41532440185547, "loss": 21.348131465911866, "decode.loss_cls": 0.39082166403532026, "decode.loss_mask": 0.5972147658467293, "decode.loss_dice": 0.8887240037322044, "decode.d0.loss_cls": 2.0609394907951355, "decode.d0.loss_mask": 0.6735716164112091, "decode.d0.loss_dice": 1.0538444429636002, "decode.d1.loss_cls": 0.5486566260457039, "decode.d1.loss_mask": 0.6216472834348679, "decode.d1.loss_dice": 0.9742542833089829, "decode.d2.loss_cls": 0.4816269397735596, "decode.d2.loss_mask": 0.621965104341507, "decode.d2.loss_dice": 0.9500914722681045, "decode.d3.loss_cls": 0.47964227497577666, "decode.d3.loss_mask": 0.6070674881339073, "decode.d3.loss_dice": 0.8901839137077332, "decode.d4.loss_cls": 0.42308931425213814, "decode.d4.loss_mask": 0.6057224497199059, "decode.d4.loss_dice": 0.8916235819458962, "decode.d5.loss_cls": 0.4483982533216476, "decode.d5.loss_mask": 0.5953575938940048, "decode.d5.loss_dice": 0.8824350833892822, "decode.d6.loss_cls": 0.41779471561312675, "decode.d6.loss_mask": 0.5930920362472534, "decode.d6.loss_dice": 0.8866426438093186, "decode.d7.loss_cls": 0.40453498661518095, "decode.d7.loss_mask": 0.5906951993703842, "decode.d7.loss_dice": 0.8863081991672516, "decode.d8.loss_cls": 0.38874913156032564, "decode.d8.loss_mask": 0.5961237132549286, "decode.d8.loss_dice": 0.8973131150007247, "time": 0.5631301879882813, "memory": 7251, "step": 152000}
{"lr": 6.708491507355903e-07, "data_time": 0.009630274772644044, "grad_norm": 86.91714401245117, "loss": 25.69707727432251, "decode.loss_cls": 0.42101174518465995, "decode.loss_mask": 0.6776238083839417, "decode.loss_dice": 1.1610288143157959, "decode.d0.loss_cls": 2.469851291179657, "decode.d0.loss_mask": 0.7223021239042282, "decode.d0.loss_dice": 1.2624430775642395, "decode.d1.loss_cls": 0.7999113515019417, "decode.d1.loss_mask": 0.7096534669399261, "decode.d1.loss_dice": 1.1782672584056855, "decode.d2.loss_cls": 0.6819788128137588, "decode.d2.loss_mask": 0.682931262254715, "decode.d2.loss_dice": 1.1768172919750213, "decode.d3.loss_cls": 0.5918515652418137, "decode.d3.loss_mask": 0.6891390234231949, "decode.d3.loss_dice": 1.1191012114286423, "decode.d4.loss_cls": 0.4553354561328888, "decode.d4.loss_mask": 0.6871311515569687, "decode.d4.loss_dice": 1.157800829410553, "decode.d5.loss_cls": 0.4650573134422302, "decode.d5.loss_mask": 0.6775901675224304, "decode.d5.loss_dice": 1.1294032096862794, "decode.d6.loss_cls": 0.4785811252892017, "decode.d6.loss_mask": 0.6832820415496826, "decode.d6.loss_dice": 1.120473039150238, "decode.d7.loss_cls": 0.4432781107723713, "decode.d7.loss_mask": 0.686510294675827, "decode.d7.loss_dice": 1.1267682492733002, "decode.d8.loss_cls": 0.4341029658913612, "decode.d8.loss_mask": 0.6825914442539215, "decode.d8.loss_dice": 1.1252601802349091, "time": 0.5350049495697021, "memory": 7227, "step": 152050}
{"lr": 6.67050694522259e-07, "data_time": 0.009570741653442382, "grad_norm": 85.17387542724609, "loss": 19.060917091369628, "decode.loss_cls": 0.28999206982553005, "decode.loss_mask": 0.5726042240858078, "decode.loss_dice": 0.8107337325811386, "decode.d0.loss_cls": 1.8007411122322083, "decode.d0.loss_mask": 0.6105106055736542, "decode.d0.loss_dice": 0.9127191066741943, "decode.d1.loss_cls": 0.42828808128833773, "decode.d1.loss_mask": 0.5873791754245759, "decode.d1.loss_dice": 0.8513172090053558, "decode.d2.loss_cls": 0.34968306943774224, "decode.d2.loss_mask": 0.6087521016597748, "decode.d2.loss_dice": 0.8795821845531464, "decode.d3.loss_cls": 0.3596534408628941, "decode.d3.loss_mask": 0.5817945808172226, "decode.d3.loss_dice": 0.8330038726329804, "decode.d4.loss_cls": 0.340271919593215, "decode.d4.loss_mask": 0.5722109109163285, "decode.d4.loss_dice": 0.8066183820366859, "decode.d5.loss_cls": 0.3790863871574402, "decode.d5.loss_mask": 0.5752079993486404, "decode.d5.loss_dice": 0.8297419354319573, "decode.d6.loss_cls": 0.30476967468857763, "decode.d6.loss_mask": 0.5709630638360977, "decode.d6.loss_dice": 0.8186383187770844, "decode.d7.loss_cls": 0.2962635260075331, "decode.d7.loss_mask": 0.5781555354595185, "decode.d7.loss_dice": 0.8149190127849579, "decode.d8.loss_cls": 0.3035408467054367, "decode.d8.loss_mask": 0.5790363103151321, "decode.d8.loss_dice": 0.8147387117147445, "time": 0.5595217943191528, "memory": 7260, "step": 152100}
{"lr": 6.632498334449058e-07, "data_time": 0.009728336334228515, "grad_norm": 103.07875061035156, "loss": 15.283044052124023, "decode.loss_cls": 0.18043215237557889, "decode.loss_mask": 0.5126159325242042, "decode.loss_dice": 0.5902300119400025, "decode.d0.loss_cls": 1.8689080953598023, "decode.d0.loss_mask": 0.5687474995851517, "decode.d0.loss_dice": 0.6951258271932602, "decode.d1.loss_cls": 0.3723528727889061, "decode.d1.loss_mask": 0.5489976704120636, "decode.d1.loss_dice": 0.6448832482099534, "decode.d2.loss_cls": 0.33757830448448656, "decode.d2.loss_mask": 0.5235435903072357, "decode.d2.loss_dice": 0.6068277508020401, "decode.d3.loss_cls": 0.22804237715899944, "decode.d3.loss_mask": 0.5194801151752472, "decode.d3.loss_dice": 0.6062353819608688, "decode.d4.loss_cls": 0.21020678840577603, "decode.d4.loss_mask": 0.5233761638402938, "decode.d4.loss_dice": 0.5938941210508346, "decode.d5.loss_cls": 0.199356559664011, "decode.d5.loss_mask": 0.5205086797475815, "decode.d5.loss_dice": 0.5920205324888229, "decode.d6.loss_cls": 0.16225298643112182, "decode.d6.loss_mask": 0.5137813538312912, "decode.d6.loss_dice": 0.5892362803220749, "decode.d7.loss_cls": 0.19648606162518262, "decode.d7.loss_mask": 0.5130596801638603, "decode.d7.loss_dice": 0.5798090040683747, "decode.d8.loss_cls": 0.176920579187572, "decode.d8.loss_mask": 0.5112880855798722, "decode.d8.loss_dice": 0.5968465685844422, "time": 0.5351271390914917, "memory": 7226, "step": 152150}
{"lr": 6.594465506485702e-07, "data_time": 0.009709978103637695, "grad_norm": 83.77607116699218, "loss": 20.700241470336913, "decode.loss_cls": 0.30067357160151004, "decode.loss_mask": 0.6198575735092163, "decode.loss_dice": 0.8194822132587433, "decode.d0.loss_cls": 2.162885642051697, "decode.d0.loss_mask": 0.6907982528209686, "decode.d0.loss_dice": 0.9454850137233735, "decode.d1.loss_cls": 0.7088331863284111, "decode.d1.loss_mask": 0.6399718642234802, "decode.d1.loss_dice": 0.8987684473395348, "decode.d2.loss_cls": 0.5380003780126572, "decode.d2.loss_mask": 0.6308694392442703, "decode.d2.loss_dice": 0.8228144079446793, "decode.d3.loss_cls": 0.48390275090932844, "decode.d3.loss_mask": 0.622893700003624, "decode.d3.loss_dice": 0.7949567168951035, "decode.d4.loss_cls": 0.42291787415742876, "decode.d4.loss_mask": 0.6282736212015152, "decode.d4.loss_dice": 0.7993931412696839, "decode.d5.loss_cls": 0.39271953627467154, "decode.d5.loss_mask": 0.6105320423841476, "decode.d5.loss_dice": 0.7918354988098144, "decode.d6.loss_cls": 0.3736435428261757, "decode.d6.loss_mask": 0.6138775229454041, "decode.d6.loss_dice": 0.7849587351083755, "decode.d7.loss_cls": 0.42678565718233585, "decode.d7.loss_mask": 0.6112165808677673, "decode.d7.loss_dice": 0.7936444520950318, "decode.d8.loss_cls": 0.3718595076352358, "decode.d8.loss_mask": 0.6076977849006653, "decode.d8.loss_dice": 0.7906921803951263, "time": 0.5377459049224853, "memory": 7223, "step": 152200}
{"lr": 6.55640829051321e-07, "data_time": 0.00947117805480957, "grad_norm": 103.06513175964355, "loss": 19.193791389465332, "decode.loss_cls": 0.3689893841743469, "decode.loss_mask": 0.4988555073738098, "decode.loss_dice": 0.7162796199321747, "decode.d0.loss_cls": 2.1193676948547364, "decode.d0.loss_mask": 0.5873902887105942, "decode.d0.loss_dice": 0.853208389878273, "decode.d1.loss_cls": 0.7567338056862354, "decode.d1.loss_mask": 0.55750193297863, "decode.d1.loss_dice": 0.8142573028802872, "decode.d2.loss_cls": 0.5512317322194576, "decode.d2.loss_mask": 0.5354458123445511, "decode.d2.loss_dice": 0.7744319915771485, "decode.d3.loss_cls": 0.5346962496638298, "decode.d3.loss_mask": 0.5352825909852982, "decode.d3.loss_dice": 0.7312662690877915, "decode.d4.loss_cls": 0.47814795151352885, "decode.d4.loss_mask": 0.5211469918489456, "decode.d4.loss_dice": 0.7405119061470031, "decode.d5.loss_cls": 0.4360217981040478, "decode.d5.loss_mask": 0.5065969318151474, "decode.d5.loss_dice": 0.7271459847688675, "decode.d6.loss_cls": 0.41852578073740004, "decode.d6.loss_mask": 0.5035033702850342, "decode.d6.loss_dice": 0.7144656956195832, "decode.d7.loss_cls": 0.4031127132475376, "decode.d7.loss_mask": 0.4926855057477951, "decode.d7.loss_dice": 0.7097613841295243, "decode.d8.loss_cls": 0.39998356997966766, "decode.d8.loss_mask": 0.4978495180606842, "decode.d8.loss_dice": 0.7093933582305908, "time": 0.5368346691131591, "memory": 7207, "step": 152250}
{"lr": 6.518326513397149e-07, "data_time": 0.009636926651000976, "grad_norm": 117.10820999145508, "loss": 20.57789487838745, "decode.loss_cls": 0.44552443698048594, "decode.loss_mask": 0.5697798654437065, "decode.loss_dice": 0.7736505895853043, "decode.d0.loss_cls": 1.793747717142105, "decode.d0.loss_mask": 0.7056309729814529, "decode.d0.loss_dice": 0.987508761882782, "decode.d1.loss_cls": 0.6075394008308649, "decode.d1.loss_mask": 0.6962674796581269, "decode.d1.loss_dice": 0.8937589406967164, "decode.d2.loss_cls": 0.5233934178948403, "decode.d2.loss_mask": 0.631379583477974, "decode.d2.loss_dice": 0.8374060958623886, "decode.d3.loss_cls": 0.567420039139688, "decode.d3.loss_mask": 0.6079838693141937, "decode.d3.loss_dice": 0.8227723717689515, "decode.d4.loss_cls": 0.4538367558270693, "decode.d4.loss_mask": 0.6035585254430771, "decode.d4.loss_dice": 0.8140386998653412, "decode.d5.loss_cls": 0.4289020666852593, "decode.d5.loss_mask": 0.5875207990407944, "decode.d5.loss_dice": 0.8001313954591751, "decode.d6.loss_cls": 0.43239094484597446, "decode.d6.loss_mask": 0.589060990512371, "decode.d6.loss_dice": 0.7903991013765335, "decode.d7.loss_cls": 0.42956498805433513, "decode.d7.loss_mask": 0.5795656085014343, "decode.d7.loss_dice": 0.7974754810333252, "decode.d8.loss_cls": 0.43490536157041787, "decode.d8.loss_mask": 0.5738271981477737, "decode.d8.loss_dice": 0.798952293395996, "time": 0.5374775886535644, "memory": 7274, "step": 152300}
{"lr": 6.480219999641347e-07, "data_time": 0.009706759452819824, "grad_norm": 92.34158859252929, "loss": 21.367902088165284, "decode.loss_cls": 0.4217506282031536, "decode.loss_mask": 0.6322108209133148, "decode.loss_dice": 0.7771495997905731, "decode.d0.loss_cls": 1.885236346721649, "decode.d0.loss_mask": 0.674138268828392, "decode.d0.loss_dice": 0.9985763251781463, "decode.d1.loss_cls": 0.8093485400080681, "decode.d1.loss_mask": 0.661416870355606, "decode.d1.loss_dice": 0.8613570690155029, "decode.d2.loss_cls": 0.6286661602556706, "decode.d2.loss_mask": 0.6715964138507843, "decode.d2.loss_dice": 0.8486242204904556, "decode.d3.loss_cls": 0.5329349011182785, "decode.d3.loss_mask": 0.6545059770345688, "decode.d3.loss_dice": 0.8110218614339828, "decode.d4.loss_cls": 0.45151646584272387, "decode.d4.loss_mask": 0.6556903660297394, "decode.d4.loss_dice": 0.8156055927276611, "decode.d5.loss_cls": 0.524735563993454, "decode.d5.loss_mask": 0.6403297632932663, "decode.d5.loss_dice": 0.7920557081699371, "decode.d6.loss_cls": 0.45662481561303137, "decode.d6.loss_mask": 0.6425457090139389, "decode.d6.loss_dice": 0.8049532979726791, "decode.d7.loss_cls": 0.4237755246460438, "decode.d7.loss_mask": 0.6439330577850342, "decode.d7.loss_dice": 0.7831210434436798, "decode.d8.loss_cls": 0.3967318281531334, "decode.d8.loss_mask": 0.6406566143035889, "decode.d8.loss_dice": 0.8270923882722855, "time": 0.5359952926635743, "memory": 7227, "step": 152350}
{"lr": 6.442088571340028e-07, "data_time": 0.009430480003356934, "grad_norm": 90.13534851074219, "loss": 19.414019966125487, "decode.loss_cls": 0.2719427846372128, "decode.loss_mask": 0.675772812962532, "decode.loss_dice": 0.749602484703064, "decode.d0.loss_cls": 1.7119726300239564, "decode.d0.loss_mask": 0.752043791115284, "decode.d0.loss_dice": 0.8689141005277634, "decode.d1.loss_cls": 0.37672044783830644, "decode.d1.loss_mask": 0.7085672169923782, "decode.d1.loss_dice": 0.8718267470598221, "decode.d2.loss_cls": 0.3865179166197777, "decode.d2.loss_mask": 0.6798909202218055, "decode.d2.loss_dice": 0.8120194166898728, "decode.d3.loss_cls": 0.37677560597658155, "decode.d3.loss_mask": 0.6712324112653733, "decode.d3.loss_dice": 0.7818576633930207, "decode.d4.loss_cls": 0.35689346864819527, "decode.d4.loss_mask": 0.6632932290434838, "decode.d4.loss_dice": 0.7681545734405517, "decode.d5.loss_cls": 0.3341711096465588, "decode.d5.loss_mask": 0.6636244237422944, "decode.d5.loss_dice": 0.7887438476085663, "decode.d6.loss_cls": 0.2655005894601345, "decode.d6.loss_mask": 0.6842345491051673, "decode.d6.loss_dice": 0.7805126398801804, "decode.d7.loss_cls": 0.27587309628725054, "decode.d7.loss_mask": 0.674598591029644, "decode.d7.loss_dice": 0.768789404630661, "decode.d8.loss_cls": 0.2532310180366039, "decode.d8.loss_mask": 0.6808939188718796, "decode.d8.loss_dice": 0.759847828745842, "time": 0.5345362663269043, "memory": 7213, "step": 152400}
{"lr": 6.403932048128639e-07, "data_time": 0.009458541870117188, "grad_norm": 93.57836074829102, "loss": 19.26155843734741, "decode.loss_cls": 0.35654592588543893, "decode.loss_mask": 0.4752907335758209, "decode.loss_dice": 0.8076113134622573, "decode.d0.loss_cls": 2.1312808275222777, "decode.d0.loss_mask": 0.5702469110488891, "decode.d0.loss_dice": 0.9449508100748062, "decode.d1.loss_cls": 0.5750270284712314, "decode.d1.loss_mask": 0.5141134321689605, "decode.d1.loss_dice": 0.8723232597112656, "decode.d2.loss_cls": 0.5475898493081331, "decode.d2.loss_mask": 0.4980356842279434, "decode.d2.loss_dice": 0.831024494767189, "decode.d3.loss_cls": 0.45455337800085543, "decode.d3.loss_mask": 0.48497575521469116, "decode.d3.loss_dice": 0.8197193592786789, "decode.d4.loss_cls": 0.4540352839976549, "decode.d4.loss_mask": 0.48173976838588717, "decode.d4.loss_dice": 0.8033783048391342, "decode.d5.loss_cls": 0.38802006989717486, "decode.d5.loss_mask": 0.48836311399936677, "decode.d5.loss_dice": 0.8116345465183258, "decode.d6.loss_cls": 0.39270738810300826, "decode.d6.loss_mask": 0.47847428619861604, "decode.d6.loss_dice": 0.8057022958993911, "decode.d7.loss_cls": 0.36400655657052994, "decode.d7.loss_mask": 0.4768117547035217, "decode.d7.loss_dice": 0.8046519696712494, "decode.d8.loss_cls": 0.3487461172044277, "decode.d8.loss_mask": 0.4724294900894165, "decode.d8.loss_dice": 0.8075691103935242, "time": 0.560413908958435, "memory": 7192, "step": 152450}
{"lr": 6.365750247133364e-07, "data_time": 0.00944068431854248, "grad_norm": 93.90767707824708, "loss": 23.54757308959961, "decode.loss_cls": 0.42090232856571674, "decode.loss_mask": 0.7279201239347458, "decode.loss_dice": 0.8914454996585846, "decode.d0.loss_cls": 2.192118740081787, "decode.d0.loss_mask": 0.8805595844984054, "decode.d0.loss_dice": 1.1005159795284272, "decode.d1.loss_cls": 0.528550885617733, "decode.d1.loss_mask": 0.8267556637525558, "decode.d1.loss_dice": 1.0446776181459427, "decode.d2.loss_cls": 0.5775455344468355, "decode.d2.loss_mask": 0.7888455301523208, "decode.d2.loss_dice": 0.9626402825117111, "decode.d3.loss_cls": 0.5394293237477541, "decode.d3.loss_mask": 0.739458703994751, "decode.d3.loss_dice": 0.9255334198474884, "decode.d4.loss_cls": 0.47620173208415506, "decode.d4.loss_mask": 0.7341435015201568, "decode.d4.loss_dice": 0.9052095592021943, "decode.d5.loss_cls": 0.47498144321143626, "decode.d5.loss_mask": 0.7275049030780792, "decode.d5.loss_dice": 0.9053995668888092, "decode.d6.loss_cls": 0.4249609004706144, "decode.d6.loss_mask": 0.727642834186554, "decode.d6.loss_dice": 0.8981763333082199, "decode.d7.loss_cls": 0.4485168930143118, "decode.d7.loss_mask": 0.7239980220794677, "decode.d7.loss_dice": 0.899389237165451, "decode.d8.loss_cls": 0.4236160200089216, "decode.d8.loss_mask": 0.7227362334728241, "decode.d8.loss_dice": 0.908196285367012, "time": 0.5613480329513549, "memory": 7186, "step": 152500}
{"lr": 6.327542982919241e-07, "data_time": 0.009393811225891113, "grad_norm": 92.56295318603516, "loss": 19.59598422050476, "decode.loss_cls": 0.2378472438082099, "decode.loss_mask": 0.479136535525322, "decode.loss_dice": 0.9801901802420616, "decode.d0.loss_cls": 1.9529670178890228, "decode.d0.loss_mask": 0.5347295731306076, "decode.d0.loss_dice": 1.1096753805875779, "decode.d1.loss_cls": 0.3834115032106638, "decode.d1.loss_mask": 0.5071304395794869, "decode.d1.loss_dice": 1.0402620732784271, "decode.d2.loss_cls": 0.36051246523857117, "decode.d2.loss_mask": 0.485083694756031, "decode.d2.loss_dice": 1.0059286147356032, "decode.d3.loss_cls": 0.3010670315474272, "decode.d3.loss_mask": 0.4818271309137344, "decode.d3.loss_dice": 0.9765460252761841, "decode.d4.loss_cls": 0.3500671172514558, "decode.d4.loss_mask": 0.48930450081825255, "decode.d4.loss_dice": 0.9896050125360489, "decode.d5.loss_cls": 0.3075675772503018, "decode.d5.loss_mask": 0.4825194001197815, "decode.d5.loss_dice": 0.9801983743906021, "decode.d6.loss_cls": 0.2689810086041689, "decode.d6.loss_mask": 0.47520957291126253, "decode.d6.loss_dice": 0.9666218623518944, "decode.d7.loss_cls": 0.24724743738770485, "decode.d7.loss_mask": 0.4777631714940071, "decode.d7.loss_dice": 0.9865567147731781, "decode.d8.loss_cls": 0.26405827719718217, "decode.d8.loss_mask": 0.4795412451028824, "decode.d8.loss_dice": 0.9944280505180358, "time": 0.5348212718963623, "memory": 7286, "step": 152550}
{"lr": 6.289310067436875e-07, "data_time": 0.00956120491027832, "grad_norm": 98.17940521240234, "loss": 20.003328037261962, "decode.loss_cls": 0.34039529263973234, "decode.loss_mask": 0.6035279680043459, "decode.loss_dice": 0.8374722247943283, "decode.d0.loss_cls": 1.7590708017349244, "decode.d0.loss_mask": 0.6674601513892412, "decode.d0.loss_dice": 0.9424511124379933, "decode.d1.loss_cls": 0.5061188504099846, "decode.d1.loss_mask": 0.6198897555470466, "decode.d1.loss_dice": 0.8472934253513813, "decode.d2.loss_cls": 0.43217374607920644, "decode.d2.loss_mask": 0.6191459149122238, "decode.d2.loss_dice": 0.8431742057669908, "decode.d3.loss_cls": 0.4262434847652912, "decode.d3.loss_mask": 0.6267427206039429, "decode.d3.loss_dice": 0.8370142938569188, "decode.d4.loss_cls": 0.3983251765370369, "decode.d4.loss_mask": 0.6240014344453811, "decode.d4.loss_dice": 0.8499297955073416, "decode.d5.loss_cls": 0.3614046312868595, "decode.d5.loss_mask": 0.6228338815271854, "decode.d5.loss_dice": 0.8375263169407845, "decode.d6.loss_cls": 0.36461860314011574, "decode.d6.loss_mask": 0.6281864121556282, "decode.d6.loss_dice": 0.832122192485258, "decode.d7.loss_cls": 0.35216542407870294, "decode.d7.loss_mask": 0.6131508067250252, "decode.d7.loss_dice": 0.8324453364126384, "decode.d8.loss_cls": 0.3398683190345764, "decode.d8.loss_mask": 0.6103356722742319, "decode.d8.loss_dice": 0.8282402636483311, "time": 0.5337554931640625, "memory": 7274, "step": 152600}
{"lr": 6.251051309967623e-07, "data_time": 0.009707283973693848, "grad_norm": 78.48668518066407, "loss": 20.94320023059845, "decode.loss_cls": 0.31583529263734816, "decode.loss_mask": 0.5075065553188324, "decode.loss_dice": 0.9425900667905808, "decode.d0.loss_cls": 2.060658538341522, "decode.d0.loss_mask": 0.609284545481205, "decode.d0.loss_dice": 1.22794099599123, "decode.d1.loss_cls": 0.6038340255618095, "decode.d1.loss_mask": 0.5503406457602977, "decode.d1.loss_dice": 1.0554519884288311, "decode.d2.loss_cls": 0.4905159816145897, "decode.d2.loss_mask": 0.5282087400555611, "decode.d2.loss_dice": 1.0079765655100346, "decode.d3.loss_cls": 0.43032926619052886, "decode.d3.loss_mask": 0.5185077711939812, "decode.d3.loss_dice": 0.9713176749646664, "decode.d4.loss_cls": 0.40215211287140845, "decode.d4.loss_mask": 0.5093408256769181, "decode.d4.loss_dice": 0.9586858198046684, "decode.d5.loss_cls": 0.3333139095455408, "decode.d5.loss_mask": 0.5173272371292115, "decode.d5.loss_dice": 0.969924945384264, "decode.d6.loss_cls": 0.3888923641294241, "decode.d6.loss_mask": 0.5121182039380073, "decode.d6.loss_dice": 0.9605513587594032, "decode.d7.loss_cls": 0.33867442384362223, "decode.d7.loss_mask": 0.5087837055325508, "decode.d7.loss_dice": 0.9429189376533031, "decode.d8.loss_cls": 0.3395492099225521, "decode.d8.loss_mask": 0.504109588265419, "decode.d8.loss_dice": 0.9365584865212441, "time": 0.5618018865585327, "memory": 7301, "step": 152650}
{"lr": 6.21276651706731e-07, "data_time": 0.00936872959136963, "grad_norm": 77.29046211242675, "loss": 18.390834045410156, "decode.loss_cls": 0.2618220541626215, "decode.loss_mask": 0.520702314376831, "decode.loss_dice": 0.7599142134189606, "decode.d0.loss_cls": 2.133478271961212, "decode.d0.loss_mask": 0.6844108194112778, "decode.d0.loss_dice": 1.0114283323287965, "decode.d1.loss_cls": 0.4601307898759842, "decode.d1.loss_mask": 0.5772226303815842, "decode.d1.loss_dice": 0.8325348258018493, "decode.d2.loss_cls": 0.3718651011586189, "decode.d2.loss_mask": 0.5473192363977433, "decode.d2.loss_dice": 0.7967578768730164, "decode.d3.loss_cls": 0.31061612963676455, "decode.d3.loss_mask": 0.528642350435257, "decode.d3.loss_dice": 0.8028475046157837, "decode.d4.loss_cls": 0.3109531618654728, "decode.d4.loss_mask": 0.5252507120370865, "decode.d4.loss_dice": 0.7804812848567962, "decode.d5.loss_cls": 0.2612637046724558, "decode.d5.loss_mask": 0.5249325037002563, "decode.d5.loss_dice": 0.7716957807540894, "decode.d6.loss_cls": 0.24123066663742065, "decode.d6.loss_mask": 0.5199372410774231, "decode.d6.loss_dice": 0.7497058898210526, "decode.d7.loss_cls": 0.26436562463641167, "decode.d7.loss_mask": 0.5160526752471923, "decode.d7.loss_dice": 0.756697741150856, "decode.d8.loss_cls": 0.272974144667387, "decode.d8.loss_mask": 0.5183892369270324, "decode.d8.loss_dice": 0.77721087038517, "time": 0.5359405279159546, "memory": 7219, "step": 152700}
{"lr": 6.174455492508331e-07, "data_time": 0.009524869918823241, "grad_norm": 92.47504577636718, "loss": 23.203541564941407, "decode.loss_cls": 0.46054952293634416, "decode.loss_mask": 0.6186740517616272, "decode.loss_dice": 0.9814085543155671, "decode.d0.loss_cls": 2.1927885174751283, "decode.d0.loss_mask": 0.7101250171661377, "decode.d0.loss_dice": 1.180930930376053, "decode.d1.loss_cls": 0.5754949435591697, "decode.d1.loss_mask": 0.658681207895279, "decode.d1.loss_dice": 1.067864227294922, "decode.d2.loss_cls": 0.5562059551477432, "decode.d2.loss_mask": 0.6393482148647308, "decode.d2.loss_dice": 1.0235428303480147, "decode.d3.loss_cls": 0.5155116066336631, "decode.d3.loss_mask": 0.6352333694696426, "decode.d3.loss_dice": 1.0114274233579637, "decode.d4.loss_cls": 0.5269545584917068, "decode.d4.loss_mask": 0.6289737105369568, "decode.d4.loss_dice": 1.0115025013685226, "decode.d5.loss_cls": 0.4606405675411224, "decode.d5.loss_mask": 0.6262501180171967, "decode.d5.loss_dice": 0.9838182419538498, "decode.d6.loss_cls": 0.43560699075460435, "decode.d6.loss_mask": 0.6217661023139953, "decode.d6.loss_dice": 1.0026457965373994, "decode.d7.loss_cls": 0.4417702220380306, "decode.d7.loss_mask": 0.6228179574012757, "decode.d7.loss_dice": 0.9852534830570221, "decode.d8.loss_cls": 0.4265733934938908, "decode.d8.loss_mask": 0.6181175798177719, "decode.d8.loss_dice": 0.9830632269382477, "time": 0.5344829797744751, "memory": 7233, "step": 152750}
{"lr": 6.136118037220109e-07, "data_time": 0.009442877769470216, "grad_norm": 92.36751327514648, "loss": 18.74527735710144, "decode.loss_cls": 0.42112828940153124, "decode.loss_mask": 0.5064561814069748, "decode.loss_dice": 0.6804356962442398, "decode.d0.loss_cls": 2.0761268854141237, "decode.d0.loss_mask": 0.5778577417135239, "decode.d0.loss_dice": 0.8444808423519135, "decode.d1.loss_cls": 0.5888517513871193, "decode.d1.loss_mask": 0.6029565930366516, "decode.d1.loss_dice": 0.8097129166126251, "decode.d2.loss_cls": 0.4633182168006897, "decode.d2.loss_mask": 0.5402659773826599, "decode.d2.loss_dice": 0.759601691365242, "decode.d3.loss_cls": 0.45031791627407075, "decode.d3.loss_mask": 0.5191129937767982, "decode.d3.loss_dice": 0.7004688501358032, "decode.d4.loss_cls": 0.43762189596891404, "decode.d4.loss_mask": 0.5226009756326675, "decode.d4.loss_dice": 0.6985157489776611, "decode.d5.loss_cls": 0.46589275598526003, "decode.d5.loss_mask": 0.5121605068445205, "decode.d5.loss_dice": 0.6956258922815323, "decode.d6.loss_cls": 0.43457140028476715, "decode.d6.loss_mask": 0.5170070186257363, "decode.d6.loss_dice": 0.6925961375236511, "decode.d7.loss_cls": 0.39698932468891146, "decode.d7.loss_mask": 0.5182115793228149, "decode.d7.loss_dice": 0.712703189253807, "decode.d8.loss_cls": 0.39209649711847305, "decode.d8.loss_mask": 0.5086892500519753, "decode.d8.loss_dice": 0.6989031508564949, "time": 0.5347592115402222, "memory": 7204, "step": 152800}
{"lr": 6.09775394922789e-07, "data_time": 0.009531998634338379, "grad_norm": 80.99296340942382, "loss": 21.23210425376892, "decode.loss_cls": 0.4043824031949043, "decode.loss_mask": 0.5807827919721603, "decode.loss_dice": 0.855400225520134, "decode.d0.loss_cls": 2.2877229928970335, "decode.d0.loss_mask": 0.5940589442849159, "decode.d0.loss_dice": 1.048494616150856, "decode.d1.loss_cls": 0.6348554037511349, "decode.d1.loss_mask": 0.6260226011276245, "decode.d1.loss_dice": 0.9733235567808152, "decode.d2.loss_cls": 0.5600051335990429, "decode.d2.loss_mask": 0.550461083650589, "decode.d2.loss_dice": 0.8892183393239975, "decode.d3.loss_cls": 0.5092873312532902, "decode.d3.loss_mask": 0.5514507442712784, "decode.d3.loss_dice": 0.8668120503425598, "decode.d4.loss_cls": 0.4531689055263996, "decode.d4.loss_mask": 0.5422786816954612, "decode.d4.loss_dice": 0.8803982406854629, "decode.d5.loss_cls": 0.4432122740894556, "decode.d5.loss_mask": 0.5360080644488334, "decode.d5.loss_dice": 0.8690061360597611, "decode.d6.loss_cls": 0.46840430684387685, "decode.d6.loss_mask": 0.5588436856865883, "decode.d6.loss_dice": 0.8186060816049576, "decode.d7.loss_cls": 0.47931131683290007, "decode.d7.loss_mask": 0.5569580182433128, "decode.d7.loss_dice": 0.8344818413257599, "decode.d8.loss_cls": 0.3936928573995829, "decode.d8.loss_mask": 0.582989764213562, "decode.d8.loss_dice": 0.8824662923812866, "time": 0.5635519742965698, "memory": 7236, "step": 152850}
{"lr": 6.059363023589732e-07, "data_time": 0.009342551231384277, "grad_norm": 89.84293632507324, "loss": 19.570728063583374, "decode.loss_cls": 0.33119077123701574, "decode.loss_mask": 0.5612525939941406, "decode.loss_dice": 0.8443953931331635, "decode.d0.loss_cls": 1.8037771105766296, "decode.d0.loss_mask": 0.5988984793424607, "decode.d0.loss_dice": 1.0392031967639923, "decode.d1.loss_cls": 0.47401104494929314, "decode.d1.loss_mask": 0.5916848987340927, "decode.d1.loss_dice": 0.9084352076053619, "decode.d2.loss_cls": 0.3899754136800766, "decode.d2.loss_mask": 0.5788081854581832, "decode.d2.loss_dice": 0.8893646791577339, "decode.d3.loss_cls": 0.3760409586131573, "decode.d3.loss_mask": 0.5620657593011856, "decode.d3.loss_dice": 0.8491822838783264, "decode.d4.loss_cls": 0.3644606113433838, "decode.d4.loss_mask": 0.560515034198761, "decode.d4.loss_dice": 0.8452462047338486, "decode.d5.loss_cls": 0.3684556014835835, "decode.d5.loss_mask": 0.5591194182634354, "decode.d5.loss_dice": 0.8487483948469162, "decode.d6.loss_cls": 0.31336208395659926, "decode.d6.loss_mask": 0.5646500736474991, "decode.d6.loss_dice": 0.8510611414909363, "decode.d7.loss_cls": 0.3454399637877941, "decode.d7.loss_mask": 0.5677861452102662, "decode.d7.loss_dice": 0.8420651942491532, "decode.d8.loss_cls": 0.3379973012953997, "decode.d8.loss_mask": 0.555864617228508, "decode.d8.loss_dice": 0.847670567035675, "time": 0.5389726161956787, "memory": 7216, "step": 152900}
{"lr": 6.020945052331735e-07, "data_time": 0.009389638900756836, "grad_norm": 83.7247257232666, "loss": 22.705909156799315, "decode.loss_cls": 0.37584905996918677, "decode.loss_mask": 0.6425478458404541, "decode.loss_dice": 0.9493561744689941, "decode.d0.loss_cls": 2.1095480799674986, "decode.d0.loss_mask": 0.6866840630769729, "decode.d0.loss_dice": 1.0966878652572631, "decode.d1.loss_cls": 0.6447195120155811, "decode.d1.loss_mask": 0.6598504602909088, "decode.d1.loss_dice": 1.0192431509494781, "decode.d2.loss_cls": 0.5538065120577812, "decode.d2.loss_mask": 0.655125030875206, "decode.d2.loss_dice": 0.9986921787261963, "decode.d3.loss_cls": 0.4835881941020489, "decode.d3.loss_mask": 0.6628643602132798, "decode.d3.loss_dice": 1.0017026245594025, "decode.d4.loss_cls": 0.5021551288664341, "decode.d4.loss_mask": 0.6551596879959106, "decode.d4.loss_dice": 0.9680739283561707, "decode.d5.loss_cls": 0.42835409566760063, "decode.d5.loss_mask": 0.6465438902378082, "decode.d5.loss_dice": 0.955461174249649, "decode.d6.loss_cls": 0.4370012879371643, "decode.d6.loss_mask": 0.6453326106071472, "decode.d6.loss_dice": 0.9626210808753968, "decode.d7.loss_cls": 0.3974261909723282, "decode.d7.loss_mask": 0.6379671931266785, "decode.d7.loss_dice": 0.9321068704128266, "decode.d8.loss_cls": 0.4001978851854801, "decode.d8.loss_mask": 0.6389023303985596, "decode.d8.loss_dice": 0.9583406567573547, "time": 0.566497802734375, "memory": 7225, "step": 152950}
{"lr": 5.982499824381335e-07, "data_time": 0.009592747688293457, "grad_norm": 71.54014358520507, "loss": 19.401435375213623, "decode.loss_cls": 0.2810625694692135, "decode.loss_mask": 0.546241381764412, "decode.loss_dice": 0.8178672909736633, "decode.d0.loss_cls": 1.9965845823287964, "decode.d0.loss_mask": 0.6436388820409775, "decode.d0.loss_dice": 0.9813395768404007, "decode.d1.loss_cls": 0.49143355041742326, "decode.d1.loss_mask": 0.59262815117836, "decode.d1.loss_dice": 0.9160594940185547, "decode.d2.loss_cls": 0.46751345992088317, "decode.d2.loss_mask": 0.5698890268802643, "decode.d2.loss_dice": 0.8663668781518936, "decode.d3.loss_cls": 0.345007149130106, "decode.d3.loss_mask": 0.5679823189973832, "decode.d3.loss_dice": 0.8380645781755447, "decode.d4.loss_cls": 0.31491847410798074, "decode.d4.loss_mask": 0.5650987923145294, "decode.d4.loss_dice": 0.8502746194601059, "decode.d5.loss_cls": 0.3312798298895359, "decode.d5.loss_mask": 0.5593292593955994, "decode.d5.loss_dice": 0.8449696004390717, "decode.d6.loss_cls": 0.2821983084082603, "decode.d6.loss_mask": 0.5514859259128571, "decode.d6.loss_dice": 0.8285915464162826, "decode.d7.loss_cls": 0.29706621915102005, "decode.d7.loss_mask": 0.5527624517679215, "decode.d7.loss_dice": 0.8063271433115006, "decode.d8.loss_cls": 0.32199437618255616, "decode.d8.loss_mask": 0.5473461866378784, "decode.d8.loss_dice": 0.8261131167411804, "time": 0.586803650856018, "memory": 7243, "step": 153000}
{"lr": 5.944027125498663e-07, "data_time": 0.009639143943786621, "grad_norm": 83.0410545349121, "loss": 16.664111614227295, "decode.loss_cls": 0.3766627825796604, "decode.loss_mask": 0.37478505074977875, "decode.loss_dice": 0.6994823172688485, "decode.d0.loss_cls": 1.8429646432399749, "decode.d0.loss_mask": 0.4546307310461998, "decode.d0.loss_dice": 0.8319342777132988, "decode.d1.loss_cls": 0.6264692202210427, "decode.d1.loss_mask": 0.4108983680605888, "decode.d1.loss_dice": 0.7234193086624146, "decode.d2.loss_cls": 0.4797924183309078, "decode.d2.loss_mask": 0.40121624171733855, "decode.d2.loss_dice": 0.7155750080943107, "decode.d3.loss_cls": 0.4076307710260153, "decode.d3.loss_mask": 0.3874166578054428, "decode.d3.loss_dice": 0.7023018062114715, "decode.d4.loss_cls": 0.4108329799026251, "decode.d4.loss_mask": 0.3841391772031784, "decode.d4.loss_dice": 0.6910591766238212, "decode.d5.loss_cls": 0.4067951437085867, "decode.d5.loss_mask": 0.37927547842264175, "decode.d5.loss_dice": 0.6735362634062767, "decode.d6.loss_cls": 0.35776646211743357, "decode.d6.loss_mask": 0.3986524477601051, "decode.d6.loss_dice": 0.6882349908351898, "decode.d7.loss_cls": 0.3616691943258047, "decode.d7.loss_mask": 0.3993403658270836, "decode.d7.loss_dice": 0.6868006363511086, "decode.d8.loss_cls": 0.3127839002758265, "decode.d8.loss_mask": 0.39598873257637024, "decode.d8.loss_dice": 0.6820571705698967, "time": 0.5365050792694092, "memory": 7203, "step": 153050}
{"lr": 5.905526738205905e-07, "data_time": 0.009419417381286621, "grad_norm": 85.67216033935547, "loss": 23.575494003295898, "decode.loss_cls": 0.43274783715605736, "decode.loss_mask": 0.6244270741939545, "decode.loss_dice": 1.0415856331586837, "decode.d0.loss_cls": 2.056963586807251, "decode.d0.loss_mask": 0.6768834799528122, "decode.d0.loss_dice": 1.224048101902008, "decode.d1.loss_cls": 0.497910188883543, "decode.d1.loss_mask": 0.6640594214200973, "decode.d1.loss_dice": 1.172382926940918, "decode.d2.loss_cls": 0.4975499026477337, "decode.d2.loss_mask": 0.6391951888799667, "decode.d2.loss_dice": 1.108048814535141, "decode.d3.loss_cls": 0.47864959463477136, "decode.d3.loss_mask": 0.6421215802431106, "decode.d3.loss_dice": 1.0837596714496613, "decode.d4.loss_cls": 0.46454484909772875, "decode.d4.loss_mask": 0.6388921588659286, "decode.d4.loss_dice": 1.0601584255695342, "decode.d5.loss_cls": 0.48230067566037177, "decode.d5.loss_mask": 0.6284026712179184, "decode.d5.loss_dice": 1.067779317498207, "decode.d6.loss_cls": 0.4612405955791473, "decode.d6.loss_mask": 0.6299780875444412, "decode.d6.loss_dice": 1.0429688811302185, "decode.d7.loss_cls": 0.4166085280478001, "decode.d7.loss_mask": 0.6308202013373375, "decode.d7.loss_dice": 1.0715373665094376, "decode.d8.loss_cls": 0.4622543275356293, "decode.d8.loss_mask": 0.624908497929573, "decode.d8.loss_dice": 1.0527673661708832, "time": 0.5345542669296265, "memory": 7288, "step": 153100}
{"lr": 5.866998441714502e-07, "data_time": 0.009436798095703126, "grad_norm": 95.18055610656738, "loss": 21.630081176757812, "decode.loss_cls": 0.3984871760010719, "decode.loss_mask": 0.5208488315343857, "decode.loss_dice": 0.975656247138977, "decode.d0.loss_cls": 1.9780665457248687, "decode.d0.loss_mask": 0.5832741349935532, "decode.d0.loss_dice": 1.1535077333450316, "decode.d1.loss_cls": 0.5988695591688156, "decode.d1.loss_mask": 0.545151737332344, "decode.d1.loss_dice": 1.0451164484024047, "decode.d2.loss_cls": 0.5557922646403313, "decode.d2.loss_mask": 0.5277874112129212, "decode.d2.loss_dice": 1.020901682972908, "decode.d3.loss_cls": 0.5174153320491314, "decode.d3.loss_mask": 0.537089055776596, "decode.d3.loss_dice": 1.0021172672510148, "decode.d4.loss_cls": 0.4458815261721611, "decode.d4.loss_mask": 0.5312206149101257, "decode.d4.loss_dice": 1.0060736298561097, "decode.d5.loss_cls": 0.457196980714798, "decode.d5.loss_mask": 0.5328264713287354, "decode.d5.loss_dice": 0.9760660409927369, "decode.d6.loss_cls": 0.41415987387299535, "decode.d6.loss_mask": 0.5304197698831559, "decode.d6.loss_dice": 0.9883562803268433, "decode.d7.loss_cls": 0.4289058856666088, "decode.d7.loss_mask": 0.5298314183950424, "decode.d7.loss_dice": 0.9664712578058243, "decode.d8.loss_cls": 0.3766963705420494, "decode.d8.loss_mask": 0.5255157828330994, "decode.d8.loss_dice": 0.9603790611028671, "time": 0.5338172912597656, "memory": 7262, "step": 153150}
{"lr": 5.828442011850225e-07, "data_time": 0.009410834312438965, "grad_norm": 89.71830673217774, "loss": 16.514874744415284, "decode.loss_cls": 0.2659462712705135, "decode.loss_mask": 0.4176062822341919, "decode.loss_dice": 0.6751233220100403, "decode.d0.loss_cls": 1.9424883842468261, "decode.d0.loss_mask": 0.4138169094920158, "decode.d0.loss_dice": 0.7829390645027161, "decode.d1.loss_cls": 0.5082749381661416, "decode.d1.loss_mask": 0.4386633142828941, "decode.d1.loss_dice": 0.7911354333162308, "decode.d2.loss_cls": 0.4158094733953476, "decode.d2.loss_mask": 0.4180889531970024, "decode.d2.loss_dice": 0.7346632957458497, "decode.d3.loss_cls": 0.37152440249919894, "decode.d3.loss_mask": 0.41457120776176454, "decode.d3.loss_dice": 0.7228122234344483, "decode.d4.loss_cls": 0.359043075889349, "decode.d4.loss_mask": 0.40996503084897995, "decode.d4.loss_dice": 0.6950243920087814, "decode.d5.loss_cls": 0.32575999945402145, "decode.d5.loss_mask": 0.41219406127929686, "decode.d5.loss_dice": 0.7060622692108154, "decode.d6.loss_cls": 0.2860294371843338, "decode.d6.loss_mask": 0.4167491555213928, "decode.d6.loss_dice": 0.6935370862483978, "decode.d7.loss_cls": 0.3976507503539324, "decode.d7.loss_mask": 0.4125561460852623, "decode.d7.loss_dice": 0.691158476471901, "decode.d8.loss_cls": 0.30672129802405834, "decode.d8.loss_mask": 0.4119180992245674, "decode.d8.loss_dice": 0.6770425736904144, "time": 0.537198281288147, "memory": 7193, "step": 153200}
{"lr": 5.78985722097596e-07, "data_time": 0.009695768356323242, "grad_norm": 87.23741035461425, "loss": 18.931397438049316, "decode.loss_cls": 0.22578934766352177, "decode.loss_mask": 0.6826157093048095, "decode.loss_dice": 0.7200725913047791, "decode.d0.loss_cls": 1.8920263648033142, "decode.d0.loss_mask": 0.7746707141399384, "decode.d0.loss_dice": 0.8533858895301819, "decode.d1.loss_cls": 0.4434060648083687, "decode.d1.loss_mask": 0.6904301881790161, "decode.d1.loss_dice": 0.7436501115560532, "decode.d2.loss_cls": 0.3636394031345844, "decode.d2.loss_mask": 0.683364087343216, "decode.d2.loss_dice": 0.757586944103241, "decode.d3.loss_cls": 0.32666006311774254, "decode.d3.loss_mask": 0.6862373650074005, "decode.d3.loss_dice": 0.7467106461524964, "decode.d4.loss_cls": 0.29325626902282237, "decode.d4.loss_mask": 0.6868829399347305, "decode.d4.loss_dice": 0.7504387885332108, "decode.d5.loss_cls": 0.24758890606462955, "decode.d5.loss_mask": 0.6806021481752396, "decode.d5.loss_dice": 0.7269871264696122, "decode.d6.loss_cls": 0.2633034337311983, "decode.d6.loss_mask": 0.6788009941577912, "decode.d6.loss_dice": 0.7191611468791962, "decode.d7.loss_cls": 0.2542764160782099, "decode.d7.loss_mask": 0.673332929611206, "decode.d7.loss_dice": 0.7246489107608796, "decode.d8.loss_cls": 0.2296618815511465, "decode.d8.loss_mask": 0.6842974931001663, "decode.d8.loss_dice": 0.7279119461774826, "time": 0.5346904754638672, "memory": 7195, "step": 153250}
{"lr": 5.751243837912179e-07, "data_time": 0.009554266929626465, "grad_norm": 88.21187820434571, "loss": 25.656401252746583, "decode.loss_cls": 0.4283529344946146, "decode.loss_mask": 0.7120235919952392, "decode.loss_dice": 1.1021506667137146, "decode.d0.loss_cls": 2.412276327610016, "decode.d0.loss_mask": 0.8229683041572571, "decode.d0.loss_dice": 1.3742161333560943, "decode.d1.loss_cls": 0.612146008014679, "decode.d1.loss_mask": 0.741190318763256, "decode.d1.loss_dice": 1.2345250695943832, "decode.d2.loss_cls": 0.5519002005457878, "decode.d2.loss_mask": 0.7407408207654953, "decode.d2.loss_dice": 1.1566951513290404, "decode.d3.loss_cls": 0.5276900880038738, "decode.d3.loss_mask": 0.7493836671113968, "decode.d3.loss_dice": 1.112923550605774, "decode.d4.loss_cls": 0.4643721953034401, "decode.d4.loss_mask": 0.7426989197731018, "decode.d4.loss_dice": 1.132853364944458, "decode.d5.loss_cls": 0.44495510682463646, "decode.d5.loss_mask": 0.7329182773828506, "decode.d5.loss_dice": 1.1055447578430175, "decode.d6.loss_cls": 0.4515243984758854, "decode.d6.loss_mask": 0.7074108570814133, "decode.d6.loss_dice": 1.1039919555187225, "decode.d7.loss_cls": 0.4351197384297848, "decode.d7.loss_mask": 0.709509551525116, "decode.d7.loss_dice": 1.1007404148578643, "decode.d8.loss_cls": 0.3891138918697834, "decode.d8.loss_mask": 0.7316571220755577, "decode.d8.loss_dice": 1.1248087733983994, "time": 0.5584185123443604, "memory": 7209, "step": 153300}
{"lr": 5.71260162785493e-07, "data_time": 0.009487771987915039, "grad_norm": 81.75278549194336, "loss": 19.866191482543947, "decode.loss_cls": 0.2928158320486546, "decode.loss_mask": 0.5639523297548295, "decode.loss_dice": 0.8373509556055069, "decode.d0.loss_cls": 2.026494896411896, "decode.d0.loss_mask": 0.6067645817995071, "decode.d0.loss_dice": 1.0757153421640395, "decode.d1.loss_cls": 0.478918432444334, "decode.d1.loss_mask": 0.6152583658695221, "decode.d1.loss_dice": 0.9710212528705597, "decode.d2.loss_cls": 0.43460537791252135, "decode.d2.loss_mask": 0.568732962012291, "decode.d2.loss_dice": 0.8901729851961135, "decode.d3.loss_cls": 0.3992676392197609, "decode.d3.loss_mask": 0.5673572003841401, "decode.d3.loss_dice": 0.8447065621614456, "decode.d4.loss_cls": 0.3821858763694763, "decode.d4.loss_mask": 0.5699896693229676, "decode.d4.loss_dice": 0.8455715149641037, "decode.d5.loss_cls": 0.32723753415048124, "decode.d5.loss_mask": 0.5707821369171142, "decode.d5.loss_dice": 0.8631581127643585, "decode.d6.loss_cls": 0.31897127963602545, "decode.d6.loss_mask": 0.5699508994817734, "decode.d6.loss_dice": 0.8345291167497635, "decode.d7.loss_cls": 0.321250007674098, "decode.d7.loss_mask": 0.5670258015394211, "decode.d7.loss_dice": 0.8280441671609878, "decode.d8.loss_cls": 0.2921295553445816, "decode.d8.loss_mask": 0.5670566320419311, "decode.d8.loss_dice": 0.83517484664917, "time": 0.5373242378234864, "memory": 7362, "step": 153350}
{"lr": 5.673930352291341e-07, "data_time": 0.00949859619140625, "grad_norm": 86.96715927124023, "loss": 21.068308305740356, "decode.loss_cls": 0.434077001363039, "decode.loss_mask": 0.5462604343891144, "decode.loss_dice": 0.8403631091117859, "decode.d0.loss_cls": 2.197273349761963, "decode.d0.loss_mask": 0.5726467311382294, "decode.d0.loss_dice": 1.0263822317123412, "decode.d1.loss_cls": 0.5860982164740562, "decode.d1.loss_mask": 0.5715811185538768, "decode.d1.loss_dice": 0.9214251875877381, "decode.d2.loss_cls": 0.6010093003511429, "decode.d2.loss_mask": 0.5524291187524796, "decode.d2.loss_dice": 0.8921468764543533, "decode.d3.loss_cls": 0.5270282290875912, "decode.d3.loss_mask": 0.543396832048893, "decode.d3.loss_dice": 0.8488307148218155, "decode.d4.loss_cls": 0.5106200750917196, "decode.d4.loss_mask": 0.5549898460507393, "decode.d4.loss_dice": 0.8719938367605209, "decode.d5.loss_cls": 0.5190266542136669, "decode.d5.loss_mask": 0.54123620018363, "decode.d5.loss_dice": 0.8762823402881622, "decode.d6.loss_cls": 0.4765098299831152, "decode.d6.loss_mask": 0.5342315077781677, "decode.d6.loss_dice": 0.8343978643417358, "decode.d7.loss_cls": 0.4725419580936432, "decode.d7.loss_mask": 0.5409526072442532, "decode.d7.loss_dice": 0.8288868337869644, "decode.d8.loss_cls": 0.4499469086527824, "decode.d8.loss_mask": 0.5464316174387932, "decode.d8.loss_dice": 0.849310091137886, "time": 0.5341449737548828, "memory": 7238, "step": 153400}
{"lr": 5.635229768912469e-07, "data_time": 0.00960540771484375, "grad_norm": 81.58007621765137, "loss": 18.07682704925537, "decode.loss_cls": 0.28265695171430705, "decode.loss_mask": 0.4726651132106781, "decode.loss_dice": 0.7551657184958458, "decode.d0.loss_cls": 2.0059391617774964, "decode.d0.loss_mask": 0.5287157982587815, "decode.d0.loss_dice": 0.9492273062467576, "decode.d1.loss_cls": 0.5117410451173783, "decode.d1.loss_mask": 0.4965418815612793, "decode.d1.loss_dice": 0.8613047093153, "decode.d2.loss_cls": 0.45850899927318095, "decode.d2.loss_mask": 0.4886262983083725, "decode.d2.loss_dice": 0.79902862906456, "decode.d3.loss_cls": 0.3600283291190863, "decode.d3.loss_mask": 0.4748887300491333, "decode.d3.loss_dice": 0.7727998405694961, "decode.d4.loss_cls": 0.3476190075278282, "decode.d4.loss_mask": 0.47668430805206297, "decode.d4.loss_dice": 0.7776299029588699, "decode.d5.loss_cls": 0.31284937877207997, "decode.d5.loss_mask": 0.47470403611660006, "decode.d5.loss_dice": 0.7837206318974494, "decode.d6.loss_cls": 0.2892235839739442, "decode.d6.loss_mask": 0.482290980219841, "decode.d6.loss_dice": 0.7963866606354714, "decode.d7.loss_cls": 0.3140207437798381, "decode.d7.loss_mask": 0.4714718222618103, "decode.d7.loss_dice": 0.7657676354050637, "decode.d8.loss_cls": 0.3115150447934866, "decode.d8.loss_mask": 0.4699647694826126, "decode.d8.loss_dice": 0.7851399213075638, "time": 0.5347497224807739, "memory": 7259, "step": 153450}
{"lr": 5.59649963152343e-07, "data_time": 0.00966494083404541, "grad_norm": 84.20689849853515, "loss": 21.304393100738526, "decode.loss_cls": 0.3865770187228918, "decode.loss_mask": 0.558242666721344, "decode.loss_dice": 0.9304380893707276, "decode.d0.loss_cls": 1.9783438444137573, "decode.d0.loss_mask": 0.6124450251460075, "decode.d0.loss_dice": 1.0944903492927551, "decode.d1.loss_cls": 0.5694440677762032, "decode.d1.loss_mask": 0.6238536551594734, "decode.d1.loss_dice": 1.0446072965860367, "decode.d2.loss_cls": 0.47624228373169897, "decode.d2.loss_mask": 0.5852732464671135, "decode.d2.loss_dice": 1.0009536027908326, "decode.d3.loss_cls": 0.38125625923275946, "decode.d3.loss_mask": 0.5913954526185989, "decode.d3.loss_dice": 0.9842271149158478, "decode.d4.loss_cls": 0.3255563199520111, "decode.d4.loss_mask": 0.6120026215910912, "decode.d4.loss_dice": 0.9673151463270188, "decode.d5.loss_cls": 0.312609776109457, "decode.d5.loss_mask": 0.5819873601198197, "decode.d5.loss_dice": 0.9621657699346542, "decode.d6.loss_cls": 0.3444491349160671, "decode.d6.loss_mask": 0.6018002897500991, "decode.d6.loss_dice": 0.9485291570425034, "decode.d7.loss_cls": 0.37030382752418517, "decode.d7.loss_mask": 0.5841401278972626, "decode.d7.loss_dice": 0.9765938460826874, "decode.d8.loss_cls": 0.3966851759701967, "decode.d8.loss_mask": 0.5590195298194885, "decode.d8.loss_dice": 0.9434447139501572, "time": 0.53553786277771, "memory": 7255, "step": 153500}
{"lr": 5.557739689950713e-07, "data_time": 0.00959329605102539, "grad_norm": 105.2022491455078, "loss": 24.325368022918703, "decode.loss_cls": 0.37468159273266793, "decode.loss_mask": 0.6147052764892578, "decode.loss_dice": 1.1665457248687745, "decode.d0.loss_cls": 2.0405198097229005, "decode.d0.loss_mask": 0.6706753730773926, "decode.d0.loss_dice": 1.37917457818985, "decode.d1.loss_cls": 0.5538494706153869, "decode.d1.loss_mask": 0.6308985382318497, "decode.d1.loss_dice": 1.2818388223648072, "decode.d2.loss_cls": 0.5305639039725065, "decode.d2.loss_mask": 0.621305987238884, "decode.d2.loss_dice": 1.2369087934494019, "decode.d3.loss_cls": 0.4677259709686041, "decode.d3.loss_mask": 0.6108356058597565, "decode.d3.loss_dice": 1.2136461317539216, "decode.d4.loss_cls": 0.41571602299809457, "decode.d4.loss_mask": 0.6050872266292572, "decode.d4.loss_dice": 1.2114664793014527, "decode.d5.loss_cls": 0.4219847399741411, "decode.d5.loss_mask": 0.5969935595989228, "decode.d5.loss_dice": 1.187067449092865, "decode.d6.loss_cls": 0.4126784099265933, "decode.d6.loss_mask": 0.5926215678453446, "decode.d6.loss_dice": 1.1818184077739715, "decode.d7.loss_cls": 0.3974498612806201, "decode.d7.loss_mask": 0.5891530573368072, "decode.d7.loss_dice": 1.1916001856327056, "decode.d8.loss_cls": 0.37612624410539863, "decode.d8.loss_mask": 0.589460426568985, "decode.d8.loss_dice": 1.1622686743736268, "time": 0.5613497018814086, "memory": 7253, "step": 153550}
{"lr": 5.518949689946508e-07, "data_time": 0.009641146659851075, "grad_norm": 91.06565475463867, "loss": 26.629801082611085, "decode.loss_cls": 0.4848628118634224, "decode.loss_mask": 0.7564585030078887, "decode.loss_dice": 1.1514658212661744, "decode.d0.loss_cls": 2.119063711166382, "decode.d0.loss_mask": 0.8662764012813569, "decode.d0.loss_dice": 1.4340907365083695, "decode.d1.loss_cls": 0.7065025240182876, "decode.d1.loss_mask": 0.7800442621111869, "decode.d1.loss_dice": 1.2734989792108535, "decode.d2.loss_cls": 0.6084050208330154, "decode.d2.loss_mask": 0.7474257469177246, "decode.d2.loss_dice": 1.1943831205368043, "decode.d3.loss_cls": 0.5178670674562454, "decode.d3.loss_mask": 0.7619946077466011, "decode.d3.loss_dice": 1.1617706894874573, "decode.d4.loss_cls": 0.510723352432251, "decode.d4.loss_mask": 0.7628573387861252, "decode.d4.loss_dice": 1.1717160880565642, "decode.d5.loss_cls": 0.47919147163629533, "decode.d5.loss_mask": 0.7463155254721642, "decode.d5.loss_dice": 1.1540009200572967, "decode.d6.loss_cls": 0.5055195458233357, "decode.d6.loss_mask": 0.7556166768074035, "decode.d6.loss_dice": 1.172333237528801, "decode.d7.loss_cls": 0.541230633109808, "decode.d7.loss_mask": 0.7446034029126167, "decode.d7.loss_dice": 1.1326261788606644, "decode.d8.loss_cls": 0.4990189202129841, "decode.d8.loss_mask": 0.7522341772913933, "decode.d8.loss_dice": 1.1377054154872894, "time": 0.5368190765380859, "memory": 7235, "step": 153600}
{"lr": 5.480129373089992e-07, "data_time": 0.009531116485595703, "grad_norm": 97.11659469604493, "loss": 20.854657936096192, "decode.loss_cls": 0.44253116473555565, "decode.loss_mask": 0.5490722991526127, "decode.loss_dice": 0.8207496747374534, "decode.d0.loss_cls": 2.1225063860416413, "decode.d0.loss_mask": 0.6276638329029083, "decode.d0.loss_dice": 1.0047206535935402, "decode.d1.loss_cls": 0.6403518214821815, "decode.d1.loss_mask": 0.5919510826468468, "decode.d1.loss_dice": 0.9257904440164566, "decode.d2.loss_cls": 0.5425504855811596, "decode.d2.loss_mask": 0.5953201204538345, "decode.d2.loss_dice": 0.875522394478321, "decode.d3.loss_cls": 0.567488818615675, "decode.d3.loss_mask": 0.5937937803566455, "decode.d3.loss_dice": 0.84087582975626, "decode.d4.loss_cls": 0.47539952471852304, "decode.d4.loss_mask": 0.5804195240139961, "decode.d4.loss_dice": 0.8542642898857593, "decode.d5.loss_cls": 0.41698802411556246, "decode.d5.loss_mask": 0.556445425748825, "decode.d5.loss_dice": 0.8320405922830105, "decode.d6.loss_cls": 0.4184300124645233, "decode.d6.loss_mask": 0.5515455082058907, "decode.d6.loss_dice": 0.8356834180653095, "decode.d7.loss_cls": 0.3868752732872963, "decode.d7.loss_mask": 0.5508594937622547, "decode.d7.loss_dice": 0.832659862190485, "decode.d8.loss_cls": 0.4453569702804089, "decode.d8.loss_mask": 0.5465317055583, "decode.d8.loss_dice": 0.830268669128418, "time": 0.536103630065918, "memory": 7230, "step": 153650}
{"lr": 5.441278476685443e-07, "data_time": 0.009517502784729005, "grad_norm": 85.86621170043945, "loss": 22.859939289093017, "decode.loss_cls": 0.36036876142024993, "decode.loss_mask": 0.6498961985111237, "decode.loss_dice": 1.0160273015499115, "decode.d0.loss_cls": 2.0587947845458983, "decode.d0.loss_mask": 0.6687600821256637, "decode.d0.loss_dice": 1.12040513753891, "decode.d1.loss_cls": 0.4920825377106667, "decode.d1.loss_mask": 0.6522758781909943, "decode.d1.loss_dice": 1.078980129957199, "decode.d2.loss_cls": 0.5001500025391579, "decode.d2.loss_mask": 0.6728677541017533, "decode.d2.loss_dice": 1.0505310356616975, "decode.d3.loss_cls": 0.45245697647333144, "decode.d3.loss_mask": 0.6826648592948914, "decode.d3.loss_dice": 1.0160077095031739, "decode.d4.loss_cls": 0.4512434065341949, "decode.d4.loss_mask": 0.6519776999950408, "decode.d4.loss_dice": 0.9949358820915222, "decode.d5.loss_cls": 0.5026063993573189, "decode.d5.loss_mask": 0.6225212812423706, "decode.d5.loss_dice": 0.9931657433509826, "decode.d6.loss_cls": 0.4129274174571037, "decode.d6.loss_mask": 0.6330469638109207, "decode.d6.loss_dice": 1.014724224805832, "decode.d7.loss_cls": 0.45206682980060575, "decode.d7.loss_mask": 0.6250110477209091, "decode.d7.loss_dice": 0.9803455114364624, "decode.d8.loss_cls": 0.4308209717273712, "decode.d8.loss_mask": 0.6541077077388764, "decode.d8.loss_dice": 0.9681683510541916, "time": 0.5650116443634033, "memory": 7227, "step": 153700}
{"lr": 5.402396733656998e-07, "data_time": 0.009523701667785645, "grad_norm": 102.23258514404297, "loss": 16.06408977508545, "decode.loss_cls": 0.1816588893532753, "decode.loss_mask": 0.5112694084644318, "decode.loss_dice": 0.704044695198536, "decode.d0.loss_cls": 1.6227437853813171, "decode.d0.loss_mask": 0.5721257627010345, "decode.d0.loss_dice": 0.8082716926932335, "decode.d1.loss_cls": 0.3045446366071701, "decode.d1.loss_mask": 0.535773067176342, "decode.d1.loss_dice": 0.7587778002023697, "decode.d2.loss_cls": 0.24187747687101363, "decode.d2.loss_mask": 0.5243007957935333, "decode.d2.loss_dice": 0.7157691836357116, "decode.d3.loss_cls": 0.23848071768879892, "decode.d3.loss_mask": 0.5117469176650047, "decode.d3.loss_dice": 0.7204914420843125, "decode.d4.loss_cls": 0.23913051784038544, "decode.d4.loss_mask": 0.5148962736129761, "decode.d4.loss_dice": 0.7194830268621445, "decode.d5.loss_cls": 0.19920976422727107, "decode.d5.loss_mask": 0.5141739174723625, "decode.d5.loss_dice": 0.7254637837409973, "decode.d6.loss_cls": 0.17094124630093574, "decode.d6.loss_mask": 0.5152930572628975, "decode.d6.loss_dice": 0.7102784052491188, "decode.d7.loss_cls": 0.18563843220472337, "decode.d7.loss_mask": 0.5121247008442879, "decode.d7.loss_dice": 0.6991463482379914, "decode.d8.loss_cls": 0.18401186652481555, "decode.d8.loss_mask": 0.508365985751152, "decode.d8.loss_dice": 0.714056171476841, "time": 0.5358441352844239, "memory": 7229, "step": 153750}
{"lr": 5.363483872439986e-07, "data_time": 0.009720921516418457, "grad_norm": 96.08058700561523, "loss": 21.515887355804445, "decode.loss_cls": 0.4022544898092747, "decode.loss_mask": 0.5269031882286072, "decode.loss_dice": 0.9711067706346512, "decode.d0.loss_cls": 2.072959578037262, "decode.d0.loss_mask": 0.5690816819667817, "decode.d0.loss_dice": 1.1114190131425858, "decode.d1.loss_cls": 0.514421646296978, "decode.d1.loss_mask": 0.5563351392745972, "decode.d1.loss_dice": 0.9712711840867996, "decode.d2.loss_cls": 0.586748755723238, "decode.d2.loss_mask": 0.5326771140098572, "decode.d2.loss_dice": 0.964311707019806, "decode.d3.loss_cls": 0.4980817250907421, "decode.d3.loss_mask": 0.5546215415000916, "decode.d3.loss_dice": 0.9403751939535141, "decode.d4.loss_cls": 0.5043391816318035, "decode.d4.loss_mask": 0.5568058431148529, "decode.d4.loss_dice": 0.99492027759552, "decode.d5.loss_cls": 0.47452068850398066, "decode.d5.loss_mask": 0.5273199260234833, "decode.d5.loss_dice": 0.9274541974067688, "decode.d6.loss_cls": 0.44783666282892226, "decode.d6.loss_mask": 0.5136937528848649, "decode.d6.loss_dice": 0.9500525534152985, "decode.d7.loss_cls": 0.4814510516822338, "decode.d7.loss_mask": 0.5100047796964645, "decode.d7.loss_dice": 0.9509461939334869, "decode.d8.loss_cls": 0.41293337643146516, "decode.d8.loss_mask": 0.525971382856369, "decode.d8.loss_dice": 0.9650680601596833, "time": 0.5386450052261352, "memory": 7321, "step": 153800}
{"lr": 5.324539616868656e-07, "data_time": 0.009419941902160644, "grad_norm": 97.7767707824707, "loss": 19.4181058883667, "decode.loss_cls": 0.36895714700222015, "decode.loss_mask": 0.5532705202698708, "decode.loss_dice": 0.795465937256813, "decode.d0.loss_cls": 2.111359202861786, "decode.d0.loss_mask": 0.5831698879599572, "decode.d0.loss_dice": 0.9378986746072769, "decode.d1.loss_cls": 0.5049664825201035, "decode.d1.loss_mask": 0.5723811775445938, "decode.d1.loss_dice": 0.8322934553027153, "decode.d2.loss_cls": 0.43624313473701476, "decode.d2.loss_mask": 0.5567317098379135, "decode.d2.loss_dice": 0.8142544880509377, "decode.d3.loss_cls": 0.3992487952113152, "decode.d3.loss_mask": 0.5613166064023971, "decode.d3.loss_dice": 0.8025030285120011, "decode.d4.loss_cls": 0.38350686728954314, "decode.d4.loss_mask": 0.5573541492223739, "decode.d4.loss_dice": 0.7925915285944939, "decode.d5.loss_cls": 0.36867059394717216, "decode.d5.loss_mask": 0.5539255172014237, "decode.d5.loss_dice": 0.7845313787460327, "decode.d6.loss_cls": 0.35338754802942274, "decode.d6.loss_mask": 0.5552642330527305, "decode.d6.loss_dice": 0.8098655998706817, "decode.d7.loss_cls": 0.3777884244918823, "decode.d7.loss_mask": 0.5486368864774704, "decode.d7.loss_dice": 0.7886268019676208, "decode.d8.loss_cls": 0.36918683126568796, "decode.d8.loss_mask": 0.5524917811155319, "decode.d8.loss_dice": 0.7922172844409943, "time": 0.5362504005432129, "memory": 7306, "step": 153850}
{"lr": 5.285563686060157e-07, "data_time": 0.009380006790161132, "grad_norm": 100.71959686279297, "loss": 17.861959171295165, "decode.loss_cls": 0.22774983011186123, "decode.loss_mask": 0.5657204836606979, "decode.loss_dice": 0.7098947420716286, "decode.d0.loss_cls": 1.907577395439148, "decode.d0.loss_mask": 0.6219577938318253, "decode.d0.loss_dice": 0.8601178765296936, "decode.d1.loss_cls": 0.5146320044994355, "decode.d1.loss_mask": 0.5805679231882095, "decode.d1.loss_dice": 0.8033214941620826, "decode.d2.loss_cls": 0.38057742118835447, "decode.d2.loss_mask": 0.5878731310367584, "decode.d2.loss_dice": 0.761588205397129, "decode.d3.loss_cls": 0.31783884987235067, "decode.d3.loss_mask": 0.5728718549013138, "decode.d3.loss_dice": 0.7287078946828842, "decode.d4.loss_cls": 0.2909434292465448, "decode.d4.loss_mask": 0.5725602805614471, "decode.d4.loss_dice": 0.7296779960393905, "decode.d5.loss_cls": 0.25015433244407176, "decode.d5.loss_mask": 0.5738385111093521, "decode.d5.loss_dice": 0.7354982972145081, "decode.d6.loss_cls": 0.2290981411933899, "decode.d6.loss_mask": 0.5749971687793731, "decode.d6.loss_dice": 0.7323278427124024, "decode.d7.loss_cls": 0.22072300203144551, "decode.d7.loss_mask": 0.5659346997737884, "decode.d7.loss_dice": 0.7333527043461799, "decode.d8.loss_cls": 0.22880602218210697, "decode.d8.loss_mask": 0.5602285712957382, "decode.d8.loss_dice": 0.7228210300207139, "time": 0.5346388101577759, "memory": 7218, "step": 153900}
{"lr": 5.246555794294635e-07, "data_time": 0.009460783004760743, "grad_norm": 100.79831619262696, "loss": 17.21603355407715, "decode.loss_cls": 0.3910842973738909, "decode.loss_mask": 0.42384295016527174, "decode.loss_dice": 0.7170727372169494, "decode.d0.loss_cls": 1.7927158534526826, "decode.d0.loss_mask": 0.5153167128562928, "decode.d0.loss_dice": 0.8593560457229614, "decode.d1.loss_cls": 0.42861565947532654, "decode.d1.loss_mask": 0.48125333040952684, "decode.d1.loss_dice": 0.7776043117046356, "decode.d2.loss_cls": 0.41518857032060624, "decode.d2.loss_mask": 0.4627233877778053, "decode.d2.loss_dice": 0.768469101190567, "decode.d3.loss_cls": 0.3460258774459362, "decode.d3.loss_mask": 0.45115476846694946, "decode.d3.loss_dice": 0.7528110176324845, "decode.d4.loss_cls": 0.3244473785161972, "decode.d4.loss_mask": 0.4553984120488167, "decode.d4.loss_dice": 0.7543730586767197, "decode.d5.loss_cls": 0.3112800572067499, "decode.d5.loss_mask": 0.4544630289077759, "decode.d5.loss_dice": 0.7322236955165863, "decode.d6.loss_cls": 0.350839900970459, "decode.d6.loss_mask": 0.45169582962989807, "decode.d6.loss_dice": 0.7385322719812393, "decode.d7.loss_cls": 0.4033493135124445, "decode.d7.loss_mask": 0.41449958384037017, "decode.d7.loss_dice": 0.7172100931406021, "decode.d8.loss_cls": 0.3786131627857685, "decode.d8.loss_mask": 0.42498368173837664, "decode.d8.loss_dice": 0.7208891272544861, "time": 0.5383731365203858, "memory": 7274, "step": 153950}
{"lr": 5.207515650891246e-07, "data_time": 0.009566020965576173, "grad_norm": 79.20278053283691, "loss": 20.364152717590333, "decode.loss_cls": 0.32991036809980867, "decode.loss_mask": 0.5329867124557495, "decode.loss_dice": 0.9306283727288246, "decode.d0.loss_cls": 1.7538244664669036, "decode.d0.loss_mask": 0.6311684519052505, "decode.d0.loss_dice": 1.1193163245916367, "decode.d1.loss_cls": 0.4801746606826782, "decode.d1.loss_mask": 0.6009166240692139, "decode.d1.loss_dice": 1.0679402932524682, "decode.d2.loss_cls": 0.39802619218826296, "decode.d2.loss_mask": 0.5703625455498695, "decode.d2.loss_dice": 0.974858096241951, "decode.d3.loss_cls": 0.3969347640872002, "decode.d3.loss_mask": 0.5625367224216461, "decode.d3.loss_dice": 0.940006685256958, "decode.d4.loss_cls": 0.34809951595962046, "decode.d4.loss_mask": 0.5627723604440689, "decode.d4.loss_dice": 0.9342193558812142, "decode.d5.loss_cls": 0.35385934114456175, "decode.d5.loss_mask": 0.5449712216854096, "decode.d5.loss_dice": 0.9622635334730149, "decode.d6.loss_cls": 0.3140532743185759, "decode.d6.loss_mask": 0.5487124994397163, "decode.d6.loss_dice": 0.9281367167830468, "decode.d7.loss_cls": 0.32299762554466727, "decode.d7.loss_mask": 0.5447488769888877, "decode.d7.loss_dice": 0.9249734938144684, "decode.d8.loss_cls": 0.31747724041342734, "decode.d8.loss_mask": 0.5365614131093025, "decode.d8.loss_dice": 0.9307151526212692, "time": 0.5367690801620484, "memory": 7218, "step": 154000}
{"lr": 5.168442960079936e-07, "data_time": 0.00960836410522461, "grad_norm": 86.70303153991699, "loss": 21.317689037323, "decode.loss_cls": 0.4981691837310791, "decode.loss_mask": 0.5239027991890908, "decode.loss_dice": 0.9115846812725067, "decode.d0.loss_cls": 1.9809373617172241, "decode.d0.loss_mask": 0.5924258530139923, "decode.d0.loss_dice": 1.0734019368886947, "decode.d1.loss_cls": 0.6497918128967285, "decode.d1.loss_mask": 0.5638357385993004, "decode.d1.loss_dice": 0.9824954062700272, "decode.d2.loss_cls": 0.5163512349128723, "decode.d2.loss_mask": 0.5579431325197219, "decode.d2.loss_dice": 0.9714520007371903, "decode.d3.loss_cls": 0.4443096026778221, "decode.d3.loss_mask": 0.5409141778945923, "decode.d3.loss_dice": 0.9425086915493012, "decode.d4.loss_cls": 0.46030678823590276, "decode.d4.loss_mask": 0.5289017111063004, "decode.d4.loss_dice": 0.9122900873422622, "decode.d5.loss_cls": 0.49986684918403623, "decode.d5.loss_mask": 0.5303011611104012, "decode.d5.loss_dice": 0.8932951211929321, "decode.d6.loss_cls": 0.476234233379364, "decode.d6.loss_mask": 0.52337796241045, "decode.d6.loss_dice": 0.8889673590660095, "decode.d7.loss_cls": 0.5376065112650394, "decode.d7.loss_mask": 0.5206293955445289, "decode.d7.loss_dice": 0.9030447512865066, "decode.d8.loss_cls": 0.48612521290779115, "decode.d8.loss_mask": 0.5228966265916825, "decode.d8.loss_dice": 0.8838206768035889, "time": 0.5362074613571167, "memory": 7276, "step": 154050}
{"lr": 5.129337420868807e-07, "data_time": 0.009630632400512696, "grad_norm": 93.41980667114258, "loss": 20.536756134033205, "decode.loss_cls": 0.36153787523508074, "decode.loss_mask": 0.5098875656723976, "decode.loss_dice": 0.8681887030601502, "decode.d0.loss_cls": 2.30930073261261, "decode.d0.loss_mask": 0.599499660730362, "decode.d0.loss_dice": 1.0692501097917557, "decode.d1.loss_cls": 0.6260599315166473, "decode.d1.loss_mask": 0.5512083649635315, "decode.d1.loss_dice": 0.9890773862600326, "decode.d2.loss_cls": 0.5217536747455597, "decode.d2.loss_mask": 0.5324684008955956, "decode.d2.loss_dice": 0.8866171896457672, "decode.d3.loss_cls": 0.4293936207890511, "decode.d3.loss_mask": 0.5163520842790603, "decode.d3.loss_dice": 0.8869697272777557, "decode.d4.loss_cls": 0.3843409761786461, "decode.d4.loss_mask": 0.5296215027570724, "decode.d4.loss_dice": 0.8905947595834732, "decode.d5.loss_cls": 0.40965658724308013, "decode.d5.loss_mask": 0.5219261959195137, "decode.d5.loss_dice": 0.9022036552429199, "decode.d6.loss_cls": 0.33463950008153914, "decode.d6.loss_mask": 0.5218262329697609, "decode.d6.loss_dice": 0.8978044748306274, "decode.d7.loss_cls": 0.3459897041320801, "decode.d7.loss_mask": 0.5190182596445083, "decode.d7.loss_dice": 0.8871363282203675, "decode.d8.loss_cls": 0.31428057253360747, "decode.d8.loss_mask": 0.5193362981081009, "decode.d8.loss_dice": 0.9008157074451446, "time": 0.5353560447692871, "memory": 7219, "step": 154100}
{"lr": 5.090198726906874e-07, "data_time": 0.009556412696838379, "grad_norm": 97.5850700378418, "loss": 14.882181358337402, "decode.loss_cls": 0.2082616465166211, "decode.loss_mask": 0.42411924302577975, "decode.loss_dice": 0.581163440644741, "decode.d0.loss_cls": 1.8287251949310304, "decode.d0.loss_mask": 0.5469590038061142, "decode.d0.loss_dice": 0.7572759836912155, "decode.d1.loss_cls": 0.36511729173362256, "decode.d1.loss_mask": 0.48792244791984557, "decode.d1.loss_dice": 0.6342044621706009, "decode.d2.loss_cls": 0.2855375103652477, "decode.d2.loss_mask": 0.5304294794797897, "decode.d2.loss_dice": 0.5989811040461064, "decode.d3.loss_cls": 0.277686920017004, "decode.d3.loss_mask": 0.45093098729848863, "decode.d3.loss_dice": 0.590766154229641, "decode.d4.loss_cls": 0.2371658731251955, "decode.d4.loss_mask": 0.4422618612647057, "decode.d4.loss_dice": 0.5957039199769497, "decode.d5.loss_cls": 0.25619594193995, "decode.d5.loss_mask": 0.44133906811475754, "decode.d5.loss_dice": 0.589545876532793, "decode.d6.loss_cls": 0.2347497886046767, "decode.d6.loss_mask": 0.4247758314013481, "decode.d6.loss_dice": 0.5800476901233196, "decode.d7.loss_cls": 0.2392321264371276, "decode.d7.loss_mask": 0.4232763066887856, "decode.d7.loss_dice": 0.5890902236104012, "decode.d8.loss_cls": 0.2570367854088545, "decode.d8.loss_mask": 0.42734848111867907, "decode.d8.loss_dice": 0.5763305068016052, "time": 0.5381335496902466, "memory": 7253, "step": 154150}
{"lr": 5.05102656634198e-07, "data_time": 0.009367132186889648, "grad_norm": 86.5581443786621, "loss": 18.203722286224366, "decode.loss_cls": 0.3296367272734642, "decode.loss_mask": 0.5313035354018212, "decode.loss_dice": 0.7180624663829803, "decode.d0.loss_cls": 1.8945563316345215, "decode.d0.loss_mask": 0.6662284716963768, "decode.d0.loss_dice": 0.8757982671260833, "decode.d1.loss_cls": 0.48445423543453214, "decode.d1.loss_mask": 0.5476624310016632, "decode.d1.loss_dice": 0.7638658538460732, "decode.d2.loss_cls": 0.4594933792948723, "decode.d2.loss_mask": 0.5684648096561432, "decode.d2.loss_dice": 0.7415041416883469, "decode.d3.loss_cls": 0.3971281573176384, "decode.d3.loss_mask": 0.5523658275604248, "decode.d3.loss_dice": 0.7190582975745201, "decode.d4.loss_cls": 0.35050355195999144, "decode.d4.loss_mask": 0.5539952591061592, "decode.d4.loss_dice": 0.7291067779064179, "decode.d5.loss_cls": 0.31534305959939957, "decode.d5.loss_mask": 0.5614280119538307, "decode.d5.loss_dice": 0.7380813613533974, "decode.d6.loss_cls": 0.3330804884433746, "decode.d6.loss_mask": 0.5294871434569359, "decode.d6.loss_dice": 0.7229556113481521, "decode.d7.loss_cls": 0.3221239112317562, "decode.d7.loss_mask": 0.5282689049839974, "decode.d7.loss_dice": 0.7060899704694747, "decode.d8.loss_cls": 0.3170058630406857, "decode.d8.loss_mask": 0.5316399902105331, "decode.d8.loss_dice": 0.7150302231311798, "time": 0.536928367614746, "memory": 7199, "step": 154200}
{"lr": 5.011820621673747e-07, "data_time": 0.009480690956115723, "grad_norm": 81.92984085083008, "loss": 21.152212810516357, "decode.loss_cls": 0.43088428005576135, "decode.loss_mask": 0.5499167084693909, "decode.loss_dice": 0.86104736328125, "decode.d0.loss_cls": 2.051539659500122, "decode.d0.loss_mask": 0.630884250998497, "decode.d0.loss_dice": 1.0320806592702865, "decode.d1.loss_cls": 0.5673922173678875, "decode.d1.loss_mask": 0.6086280897259713, "decode.d1.loss_dice": 0.9841859310865402, "decode.d2.loss_cls": 0.5546888917684555, "decode.d2.loss_mask": 0.5992528885602951, "decode.d2.loss_dice": 0.9261801332235337, "decode.d3.loss_cls": 0.49113034680485723, "decode.d3.loss_mask": 0.5711917772889137, "decode.d3.loss_dice": 0.8755454242229461, "decode.d4.loss_cls": 0.46338342875242233, "decode.d4.loss_mask": 0.5666332304477691, "decode.d4.loss_dice": 0.8657738387584686, "decode.d5.loss_cls": 0.4567498303949833, "decode.d5.loss_mask": 0.5715225264430046, "decode.d5.loss_dice": 0.9084913849830627, "decode.d6.loss_cls": 0.41348093301057814, "decode.d6.loss_mask": 0.5744698867201805, "decode.d6.loss_dice": 0.8685891687870025, "decode.d7.loss_cls": 0.4147602915763855, "decode.d7.loss_mask": 0.5593517363071442, "decode.d7.loss_dice": 0.9039949417114258, "decode.d8.loss_cls": 0.4208319716155529, "decode.d8.loss_mask": 0.548737359046936, "decode.d8.loss_dice": 0.8808938503265381, "time": 0.5885049343109131, "memory": 7304, "step": 154250}
{"lr": 4.972580569601224e-07, "data_time": 0.00945906639099121, "grad_norm": 88.09867935180664, "loss": 15.742735052108765, "decode.loss_cls": 0.21283206194639206, "decode.loss_mask": 0.4662077784538269, "decode.loss_dice": 0.6001281976699829, "decode.d0.loss_cls": 1.9149478673934937, "decode.d0.loss_mask": 0.5626543000340462, "decode.d0.loss_dice": 0.6642282456159592, "decode.d1.loss_cls": 0.4010269738733768, "decode.d1.loss_mask": 0.5234638020396233, "decode.d1.loss_dice": 0.6672351852059364, "decode.d2.loss_cls": 0.36078055277466775, "decode.d2.loss_mask": 0.5079718619585037, "decode.d2.loss_dice": 0.6424298644065857, "decode.d3.loss_cls": 0.3147910628467798, "decode.d3.loss_mask": 0.5020993918180465, "decode.d3.loss_dice": 0.6407851904630661, "decode.d4.loss_cls": 0.2861259028315544, "decode.d4.loss_mask": 0.49753889441490173, "decode.d4.loss_dice": 0.63458102196455, "decode.d5.loss_cls": 0.314295856654644, "decode.d5.loss_mask": 0.48438917845487595, "decode.d5.loss_dice": 0.6008983612060547, "decode.d6.loss_cls": 0.24345997534692287, "decode.d6.loss_mask": 0.47945111691951753, "decode.d6.loss_dice": 0.5876782417297364, "decode.d7.loss_cls": 0.22287718243896962, "decode.d7.loss_mask": 0.47449358850717543, "decode.d7.loss_dice": 0.5991133332252503, "decode.d8.loss_cls": 0.25435029678046706, "decode.d8.loss_mask": 0.47080996036529543, "decode.d8.loss_dice": 0.6110902607440949, "time": 0.5389665603637696, "memory": 7254, "step": 154300}
{"lr": 4.933306080865081e-07, "data_time": 0.009365534782409668, "grad_norm": 87.41758003234864, "loss": 21.406063175201417, "decode.loss_cls": 0.2755735404789448, "decode.loss_mask": 0.6212388455867768, "decode.loss_dice": 0.978155791759491, "decode.d0.loss_cls": 1.9956892371177672, "decode.d0.loss_mask": 0.6821945503354072, "decode.d0.loss_dice": 1.0790717482566834, "decode.d1.loss_cls": 0.5482741162180901, "decode.d1.loss_mask": 0.6526021659374237, "decode.d1.loss_dice": 1.038419023156166, "decode.d2.loss_cls": 0.46638692915439606, "decode.d2.loss_mask": 0.6566225677728653, "decode.d2.loss_dice": 1.0161504566669464, "decode.d3.loss_cls": 0.3100818283855915, "decode.d3.loss_mask": 0.6450101345777511, "decode.d3.loss_dice": 1.0309586554765702, "decode.d4.loss_cls": 0.2865278609097004, "decode.d4.loss_mask": 0.6316826954483986, "decode.d4.loss_dice": 0.988563734292984, "decode.d5.loss_cls": 0.27587486431002617, "decode.d5.loss_mask": 0.6390393979847431, "decode.d5.loss_dice": 0.9872262090444565, "decode.d6.loss_cls": 0.2887383870780468, "decode.d6.loss_mask": 0.6309443548321724, "decode.d6.loss_dice": 0.973937165737152, "decode.d7.loss_cls": 0.3021023392677307, "decode.d7.loss_mask": 0.6248066544532775, "decode.d7.loss_dice": 0.9720385491847991, "decode.d8.loss_cls": 0.22330495789647103, "decode.d8.loss_mask": 0.6203308567404747, "decode.d8.loss_dice": 0.9645152896642685, "time": 0.5378224134445191, "memory": 7167, "step": 154350}
{"lr": 4.89399682008406e-07, "data_time": 0.009471440315246582, "grad_norm": 79.1078971862793, "loss": 23.337682437896728, "decode.loss_cls": 0.37214021310210227, "decode.loss_mask": 0.6275775581598282, "decode.loss_dice": 0.976880231499672, "decode.d0.loss_cls": 2.254013466835022, "decode.d0.loss_mask": 0.7558723002672195, "decode.d0.loss_dice": 1.2053599894046783, "decode.d1.loss_cls": 0.7774872034788132, "decode.d1.loss_mask": 0.6845887064933777, "decode.d1.loss_dice": 1.0711346417665482, "decode.d2.loss_cls": 0.6237289562821389, "decode.d2.loss_mask": 0.6579829245805741, "decode.d2.loss_dice": 1.0008619457483292, "decode.d3.loss_cls": 0.5303559020161629, "decode.d3.loss_mask": 0.6643860608339309, "decode.d3.loss_dice": 0.9952336430549622, "decode.d4.loss_cls": 0.426469986140728, "decode.d4.loss_mask": 0.642617267370224, "decode.d4.loss_dice": 0.9540893107652664, "decode.d5.loss_cls": 0.4651226244866848, "decode.d5.loss_mask": 0.6190857589244843, "decode.d5.loss_dice": 0.9494752794504165, "decode.d6.loss_cls": 0.41318223923444747, "decode.d6.loss_mask": 0.6450376480817794, "decode.d6.loss_dice": 0.9683223158121109, "decode.d7.loss_cls": 0.41821746304631235, "decode.d7.loss_mask": 0.636607152223587, "decode.d7.loss_dice": 0.9616688340902328, "decode.d8.loss_cls": 0.4530689164996147, "decode.d8.loss_mask": 0.6284558892250061, "decode.d8.loss_dice": 0.9586585134267807, "time": 0.5374596357345581, "memory": 7187, "step": 154400}
{"lr": 4.854652445585455e-07, "data_time": 0.009462523460388183, "grad_norm": 85.30938606262207, "loss": 16.6386935710907, "decode.loss_cls": 0.2654900819063187, "decode.loss_mask": 0.4796693906188011, "decode.loss_dice": 0.6261325240135193, "decode.d0.loss_cls": 2.0956918597221375, "decode.d0.loss_mask": 0.5841424882411956, "decode.d0.loss_dice": 0.7448097556829453, "decode.d1.loss_cls": 0.6048210844397545, "decode.d1.loss_mask": 0.5122131362557412, "decode.d1.loss_dice": 0.694293063879013, "decode.d2.loss_cls": 0.493663577735424, "decode.d2.loss_mask": 0.4753511667251587, "decode.d2.loss_dice": 0.6236138939857483, "decode.d3.loss_cls": 0.36094519793987273, "decode.d3.loss_mask": 0.46167787313461306, "decode.d3.loss_dice": 0.6356949642300606, "decode.d4.loss_cls": 0.32217286676168444, "decode.d4.loss_mask": 0.46393931210041045, "decode.d4.loss_dice": 0.6149750292301178, "decode.d5.loss_cls": 0.3020016625523567, "decode.d5.loss_mask": 0.4713981106877327, "decode.d5.loss_dice": 0.6159833267331123, "decode.d6.loss_cls": 0.2964191481471062, "decode.d6.loss_mask": 0.47458950579166415, "decode.d6.loss_dice": 0.6408131256699562, "decode.d7.loss_cls": 0.28020588085055353, "decode.d7.loss_mask": 0.473856645822525, "decode.d7.loss_dice": 0.6364266678690911, "decode.d8.loss_cls": 0.2763954348862171, "decode.d8.loss_mask": 0.4802770584821701, "decode.d8.loss_dice": 0.6310298845171929, "time": 0.5371660947799682, "memory": 7340, "step": 154450}
{"lr": 4.815272609229325e-07, "data_time": 0.009717559814453125, "grad_norm": 92.89997177124023, "loss": 17.124284648895262, "decode.loss_cls": 0.31390105560421944, "decode.loss_mask": 0.5331709429621696, "decode.loss_dice": 0.6381952494382859, "decode.d0.loss_cls": 1.6687759935855866, "decode.d0.loss_mask": 0.5740544527769089, "decode.d0.loss_dice": 0.7344378471374512, "decode.d1.loss_cls": 0.46501043140888215, "decode.d1.loss_mask": 0.5724383294582367, "decode.d1.loss_dice": 0.7039662748575211, "decode.d2.loss_cls": 0.4077077925205231, "decode.d2.loss_mask": 0.5470090389251709, "decode.d2.loss_dice": 0.6777846843004227, "decode.d3.loss_cls": 0.36726556718349457, "decode.d3.loss_mask": 0.5447724521160126, "decode.d3.loss_dice": 0.6679220587015152, "decode.d4.loss_cls": 0.31996422708034516, "decode.d4.loss_mask": 0.5703835397958755, "decode.d4.loss_dice": 0.6820612192153931, "decode.d5.loss_cls": 0.3441820159554482, "decode.d5.loss_mask": 0.5450784757733345, "decode.d5.loss_dice": 0.6543572396039963, "decode.d6.loss_cls": 0.3386636435985565, "decode.d6.loss_mask": 0.5557696133852005, "decode.d6.loss_dice": 0.6536831676959991, "decode.d7.loss_cls": 0.35055105835199357, "decode.d7.loss_mask": 0.5434702873229981, "decode.d7.loss_dice": 0.6484229177236557, "decode.d8.loss_cls": 0.33443896621465685, "decode.d8.loss_mask": 0.534064219892025, "decode.d8.loss_dice": 0.6327813804149628, "time": 0.5350579500198365, "memory": 7219, "step": 154500}
{"lr": 4.775856956226111e-07, "data_time": 0.009637784957885743, "grad_norm": 89.5775978088379, "loss": 19.55753936767578, "decode.loss_cls": 0.38094976246356965, "decode.loss_mask": 0.5361608572304248, "decode.loss_dice": 0.7766306161880493, "decode.d0.loss_cls": 1.8762320816516875, "decode.d0.loss_mask": 0.5571343578398228, "decode.d0.loss_dice": 0.8931547224521637, "decode.d1.loss_cls": 0.5355785205960274, "decode.d1.loss_mask": 0.5539212264120579, "decode.d1.loss_dice": 0.8479561328887939, "decode.d2.loss_cls": 0.535052490234375, "decode.d2.loss_mask": 0.5468565411865711, "decode.d2.loss_dice": 0.8341038823127747, "decode.d3.loss_cls": 0.48180402144789697, "decode.d3.loss_mask": 0.5418272383511067, "decode.d3.loss_dice": 0.7997057139873505, "decode.d4.loss_cls": 0.4436244435608387, "decode.d4.loss_mask": 0.545290756225586, "decode.d4.loss_dice": 0.8222136914730072, "decode.d5.loss_cls": 0.45741106793284414, "decode.d5.loss_mask": 0.5414251841604709, "decode.d5.loss_dice": 0.7819636672735214, "decode.d6.loss_cls": 0.438133604824543, "decode.d6.loss_mask": 0.5369265258312226, "decode.d6.loss_dice": 0.8215997248888016, "decode.d7.loss_cls": 0.3864989370107651, "decode.d7.loss_mask": 0.5411330319941043, "decode.d7.loss_dice": 0.7981171905994415, "decode.d8.loss_cls": 0.42430934980511664, "decode.d8.loss_mask": 0.5415108002722263, "decode.d8.loss_dice": 0.7803137421607971, "time": 0.5335142612457275, "memory": 7198, "step": 154550}
{"lr": 4.736405124947457e-07, "data_time": 0.009525251388549805, "grad_norm": 85.16742134094238, "loss": 18.26754012107849, "decode.loss_cls": 0.3048269718885422, "decode.loss_mask": 0.49636004120111465, "decode.loss_dice": 0.794714792072773, "decode.d0.loss_cls": 1.7646848678588867, "decode.d0.loss_mask": 0.5532142296433449, "decode.d0.loss_dice": 0.9706586986780167, "decode.d1.loss_cls": 0.4288971073925495, "decode.d1.loss_mask": 0.5191299721598626, "decode.d1.loss_dice": 0.8661088332533836, "decode.d2.loss_cls": 0.37233172208070753, "decode.d2.loss_mask": 0.5108562424778939, "decode.d2.loss_dice": 0.863331462442875, "decode.d3.loss_cls": 0.3683445490896702, "decode.d3.loss_mask": 0.5035457730293273, "decode.d3.loss_dice": 0.810962799191475, "decode.d4.loss_cls": 0.34304278418421746, "decode.d4.loss_mask": 0.5087274700403214, "decode.d4.loss_dice": 0.8164265930652619, "decode.d5.loss_cls": 0.328849233686924, "decode.d5.loss_mask": 0.5016622915863991, "decode.d5.loss_dice": 0.8161201119422913, "decode.d6.loss_cls": 0.33550077453255656, "decode.d6.loss_mask": 0.4919131964445114, "decode.d6.loss_dice": 0.8116777077317238, "decode.d7.loss_cls": 0.3062804251909256, "decode.d7.loss_mask": 0.49841547906398775, "decode.d7.loss_dice": 0.7947732403874397, "decode.d8.loss_cls": 0.30966209806501865, "decode.d8.loss_mask": 0.4857534855604172, "decode.d8.loss_dice": 0.790767528116703, "time": 0.5354266166687012, "memory": 7248, "step": 154600}
{"lr": 4.696916746729791e-07, "data_time": 0.009293818473815918, "grad_norm": 102.36140213012695, "loss": 22.127563667297363, "decode.loss_cls": 0.3829510919749737, "decode.loss_mask": 0.6369275927543641, "decode.loss_dice": 0.8741214603185654, "decode.d0.loss_cls": 2.1468504786491396, "decode.d0.loss_mask": 0.692723485827446, "decode.d0.loss_dice": 0.9948622345924377, "decode.d1.loss_cls": 0.6060727946460247, "decode.d1.loss_mask": 0.6639186471700669, "decode.d1.loss_dice": 0.9887421280145645, "decode.d2.loss_cls": 0.6042229138314724, "decode.d2.loss_mask": 0.651926013827324, "decode.d2.loss_dice": 0.943529748916626, "decode.d3.loss_cls": 0.45545941330492495, "decode.d3.loss_mask": 0.6392403155565262, "decode.d3.loss_dice": 0.9177934855222702, "decode.d4.loss_cls": 0.45137902311980727, "decode.d4.loss_mask": 0.6378174960613251, "decode.d4.loss_dice": 0.913126540184021, "decode.d5.loss_cls": 0.4618058007210493, "decode.d5.loss_mask": 0.6422312289476395, "decode.d5.loss_dice": 0.8997912764549255, "decode.d6.loss_cls": 0.4400529317557812, "decode.d6.loss_mask": 0.6433052331209183, "decode.d6.loss_dice": 0.9069945007562638, "decode.d7.loss_cls": 0.4112021870911121, "decode.d7.loss_mask": 0.63470179438591, "decode.d7.loss_dice": 0.9167327851057052, "decode.d8.loss_cls": 0.4308804877102375, "decode.d8.loss_mask": 0.6337820142507553, "decode.d8.loss_dice": 0.9044183045625687, "time": 0.5637673616409302, "memory": 7233, "step": 154650}
{"lr": 4.6573914456703896e-07, "data_time": 0.009485173225402831, "grad_norm": 91.41196365356446, "loss": 23.53948335647583, "decode.loss_cls": 0.44545586332678794, "decode.loss_mask": 0.6649227410554885, "decode.loss_dice": 0.9708463102579117, "decode.d0.loss_cls": 1.8522746562957764, "decode.d0.loss_mask": 0.7324611425399781, "decode.d0.loss_dice": 1.1185364305973053, "decode.d1.loss_cls": 0.5806250467896461, "decode.d1.loss_mask": 0.6914828091859817, "decode.d1.loss_dice": 1.1007562816143035, "decode.d2.loss_cls": 0.6158761203289032, "decode.d2.loss_mask": 0.682037764787674, "decode.d2.loss_dice": 1.035964846611023, "decode.d3.loss_cls": 0.5477589696645737, "decode.d3.loss_mask": 0.6801618158817291, "decode.d3.loss_dice": 1.0186925798654556, "decode.d4.loss_cls": 0.4989008232951164, "decode.d4.loss_mask": 0.6788344278931617, "decode.d4.loss_dice": 0.9976630091667176, "decode.d5.loss_cls": 0.49690534844994544, "decode.d5.loss_mask": 0.6789148226380348, "decode.d5.loss_dice": 0.9788817316293716, "decode.d6.loss_cls": 0.5094888061285019, "decode.d6.loss_mask": 0.6807310447096825, "decode.d6.loss_dice": 0.9996516913175583, "decode.d7.loss_cls": 0.4937992192804813, "decode.d7.loss_mask": 0.6738040387630463, "decode.d7.loss_dice": 0.9791179895401001, "decode.d8.loss_cls": 0.49465449154376984, "decode.d8.loss_mask": 0.6718337148427963, "decode.d8.loss_dice": 0.9684502065181733, "time": 0.5371305704116821, "memory": 7229, "step": 154700}
{"lr": 4.6178288384155717e-07, "data_time": 0.009373712539672851, "grad_norm": 90.96927642822266, "loss": 22.10832929611206, "decode.loss_cls": 0.4466761086136103, "decode.loss_mask": 0.5304364532232284, "decode.loss_dice": 0.9365690365433693, "decode.d0.loss_cls": 2.0413509607315063, "decode.d0.loss_mask": 0.6200937539339065, "decode.d0.loss_dice": 1.2585666730999947, "decode.d1.loss_cls": 0.6988900512456894, "decode.d1.loss_mask": 0.5772614374756813, "decode.d1.loss_dice": 1.092319332808256, "decode.d2.loss_cls": 0.5498656913638115, "decode.d2.loss_mask": 0.5714262962341309, "decode.d2.loss_dice": 1.038709419965744, "decode.d3.loss_cls": 0.4982375018298626, "decode.d3.loss_mask": 0.5821825742721558, "decode.d3.loss_dice": 0.9647571362555027, "decode.d4.loss_cls": 0.4320056613534689, "decode.d4.loss_mask": 0.5697253063321114, "decode.d4.loss_dice": 0.9793452948331833, "decode.d5.loss_cls": 0.48344810828566553, "decode.d5.loss_mask": 0.5355695962905884, "decode.d5.loss_dice": 0.95472117587924, "decode.d6.loss_cls": 0.4432772118598223, "decode.d6.loss_mask": 0.5388328015804291, "decode.d6.loss_dice": 0.9348799824714661, "decode.d7.loss_cls": 0.4368454046547413, "decode.d7.loss_mask": 0.538519249856472, "decode.d7.loss_dice": 0.952687768638134, "decode.d8.loss_cls": 0.42500732019543647, "decode.d8.loss_mask": 0.5360464140772819, "decode.d8.loss_dice": 0.9400764659047127, "time": 0.5375298023223877, "memory": 7286, "step": 154750}
{"lr": 4.578228533940591e-07, "data_time": 0.00962378978729248, "grad_norm": 88.43617935180664, "loss": 21.054319381713867, "decode.loss_cls": 0.41403663754463194, "decode.loss_mask": 0.5802232682704925, "decode.loss_dice": 0.8459222823381424, "decode.d0.loss_cls": 2.106833982467651, "decode.d0.loss_mask": 0.6544246226549149, "decode.d0.loss_dice": 1.0556710720062257, "decode.d1.loss_cls": 0.5823767513036728, "decode.d1.loss_mask": 0.599276652932167, "decode.d1.loss_dice": 0.920150762796402, "decode.d2.loss_cls": 0.5476621150970459, "decode.d2.loss_mask": 0.59254150390625, "decode.d2.loss_dice": 0.8908304125070572, "decode.d3.loss_cls": 0.4843109786510468, "decode.d3.loss_mask": 0.5888541013002395, "decode.d3.loss_dice": 0.8508670777082443, "decode.d4.loss_cls": 0.4706351786851883, "decode.d4.loss_mask": 0.5822585821151733, "decode.d4.loss_dice": 0.8533178329467773, "decode.d5.loss_cls": 0.46375170797109605, "decode.d5.loss_mask": 0.5862430602312088, "decode.d5.loss_dice": 0.8539134234189987, "decode.d6.loss_cls": 0.4361403539776802, "decode.d6.loss_mask": 0.5801896959543228, "decode.d6.loss_dice": 0.8408409595489502, "decode.d7.loss_cls": 0.4222713351249695, "decode.d7.loss_mask": 0.5795243561267853, "decode.d7.loss_dice": 0.831755742430687, "decode.d8.loss_cls": 0.4285796657204628, "decode.d8.loss_mask": 0.5777713805437088, "decode.d8.loss_dice": 0.8331442147493362, "time": 0.536225438117981, "memory": 7228, "step": 154800}
{"lr": 4.53859013332085e-07, "data_time": 0.009337496757507325, "grad_norm": 90.48073120117188, "loss": 23.308738708496094, "decode.loss_cls": 0.3639769181609154, "decode.loss_mask": 0.6347432523965836, "decode.loss_dice": 1.0067152082920074, "decode.d0.loss_cls": 2.2357221961021425, "decode.d0.loss_mask": 0.7236207157373429, "decode.d0.loss_dice": 1.228818452358246, "decode.d1.loss_cls": 0.5763907119631767, "decode.d1.loss_mask": 0.6939874947071075, "decode.d1.loss_dice": 1.1458425104618073, "decode.d2.loss_cls": 0.5160922273993492, "decode.d2.loss_mask": 0.6644996732473374, "decode.d2.loss_dice": 1.087730997800827, "decode.d3.loss_cls": 0.47207144647836685, "decode.d3.loss_mask": 0.6423243254423141, "decode.d3.loss_dice": 1.0181268572807312, "decode.d4.loss_cls": 0.44018633365631105, "decode.d4.loss_mask": 0.6397808909416198, "decode.d4.loss_dice": 1.0278636634349823, "decode.d5.loss_cls": 0.41644369140267373, "decode.d5.loss_mask": 0.6343899369239807, "decode.d5.loss_dice": 1.0165009647607803, "decode.d6.loss_cls": 0.4400216922163963, "decode.d6.loss_mask": 0.6307150840759277, "decode.d6.loss_dice": 1.005320307612419, "decode.d7.loss_cls": 0.4075130321085453, "decode.d7.loss_mask": 0.6349184602499008, "decode.d7.loss_dice": 1.0158456832170486, "decode.d8.loss_cls": 0.3503334358334541, "decode.d8.loss_mask": 0.635739678144455, "decode.d8.loss_dice": 1.002503576874733, "time": 0.5378482103347778, "memory": 7298, "step": 154850}
{"lr": 4.4989132294940174e-07, "data_time": 0.009440445899963379, "grad_norm": 97.6478775024414, "loss": 20.68016109466553, "decode.loss_cls": 0.23172012493014335, "decode.loss_mask": 0.6217961132526397, "decode.loss_dice": 0.9405839681625366, "decode.d0.loss_cls": 1.8492494761943816, "decode.d0.loss_mask": 0.6572796195745468, "decode.d0.loss_dice": 1.0871515989303588, "decode.d1.loss_cls": 0.5073983475565911, "decode.d1.loss_mask": 0.6047358989715577, "decode.d1.loss_dice": 0.9951390862464905, "decode.d2.loss_cls": 0.44371802657842635, "decode.d2.loss_mask": 0.6298385232686996, "decode.d2.loss_dice": 0.9693208247423172, "decode.d3.loss_cls": 0.3900096230208874, "decode.d3.loss_mask": 0.6081265926361084, "decode.d3.loss_dice": 0.9489400744438171, "decode.d4.loss_cls": 0.33417927473783493, "decode.d4.loss_mask": 0.6092807173728942, "decode.d4.loss_dice": 0.9202522873878479, "decode.d5.loss_cls": 0.30396041497588155, "decode.d5.loss_mask": 0.6126987218856812, "decode.d5.loss_dice": 0.9451335698366166, "decode.d6.loss_cls": 0.25502442978322504, "decode.d6.loss_mask": 0.618245792388916, "decode.d6.loss_dice": 0.9758355438709259, "decode.d7.loss_cls": 0.2708152346313, "decode.d7.loss_mask": 0.6111366510391235, "decode.d7.loss_dice": 0.9384939581155777, "decode.d8.loss_cls": 0.2353815846145153, "decode.d8.loss_mask": 0.6153537839651108, "decode.d8.loss_dice": 0.9493603557348251, "time": 0.5376412630081177, "memory": 7261, "step": 154900}
{"lr": 4.4591974070125675e-07, "data_time": 0.009459328651428223, "grad_norm": 94.1216194152832, "loss": 22.937315654754638, "decode.loss_cls": 0.3136880319565535, "decode.loss_mask": 0.6792864590883255, "decode.loss_dice": 0.9300952285528183, "decode.d0.loss_cls": 2.26115745306015, "decode.d0.loss_mask": 0.7738942176103591, "decode.d0.loss_dice": 1.1741077780723572, "decode.d1.loss_cls": 0.6897105056792497, "decode.d1.loss_mask": 0.7165180414915084, "decode.d1.loss_dice": 1.033647921681404, "decode.d2.loss_cls": 0.5163291208446026, "decode.d2.loss_mask": 0.6992487967014313, "decode.d2.loss_dice": 1.0036862730979919, "decode.d3.loss_cls": 0.4950475811958313, "decode.d3.loss_mask": 0.6879687920212746, "decode.d3.loss_dice": 0.9555301338434219, "decode.d4.loss_cls": 0.4336434308439493, "decode.d4.loss_mask": 0.6900643169879913, "decode.d4.loss_dice": 0.9498112976551056, "decode.d5.loss_cls": 0.3862293858081102, "decode.d5.loss_mask": 0.7069973349571228, "decode.d5.loss_dice": 0.9509682893753052, "decode.d6.loss_cls": 0.3660816833376884, "decode.d6.loss_mask": 0.6920780509710311, "decode.d6.loss_dice": 0.9358091980218888, "decode.d7.loss_cls": 0.356798005849123, "decode.d7.loss_mask": 0.6815311029553414, "decode.d7.loss_dice": 0.930513522028923, "decode.d8.loss_cls": 0.30092264004051683, "decode.d8.loss_mask": 0.6867234945297241, "decode.d8.loss_dice": 0.9392276734113694, "time": 0.5386245727539063, "memory": 7282, "step": 154950}
{"lr": 4.41944224178626e-07, "data_time": 0.009578466415405273, "grad_norm": 101.8972785949707, "loss": 19.636105155944826, "decode.loss_cls": 0.2558517111465335, "decode.loss_mask": 0.5486243575811386, "decode.loss_dice": 0.8800441443920135, "decode.d0.loss_cls": 2.030602991580963, "decode.d0.loss_mask": 0.587453943490982, "decode.d0.loss_dice": 0.9936568856239318, "decode.d1.loss_cls": 0.4725800074636936, "decode.d1.loss_mask": 0.586350679397583, "decode.d1.loss_dice": 0.9249174803495407, "decode.d2.loss_cls": 0.42687366232275964, "decode.d2.loss_mask": 0.5684230953454972, "decode.d2.loss_dice": 0.9076568573713303, "decode.d3.loss_cls": 0.3908853858709335, "decode.d3.loss_mask": 0.5370810329914093, "decode.d3.loss_dice": 0.8490822941064835, "decode.d4.loss_cls": 0.34619942791759967, "decode.d4.loss_mask": 0.5281047880649566, "decode.d4.loss_dice": 0.8629338443279266, "decode.d5.loss_cls": 0.3638813178986311, "decode.d5.loss_mask": 0.5399494171142578, "decode.d5.loss_dice": 0.8672453314065933, "decode.d6.loss_cls": 0.3387019675225019, "decode.d6.loss_mask": 0.5378914579749108, "decode.d6.loss_dice": 0.8786662131547928, "decode.d7.loss_cls": 0.25309049654752014, "decode.d7.loss_mask": 0.5545467510819435, "decode.d7.loss_dice": 0.8774298638105392, "decode.d8.loss_cls": 0.27282001860439775, "decode.d8.loss_mask": 0.554637011885643, "decode.d8.loss_dice": 0.8999231487512589, "time": 0.5391860723495483, "memory": 7251, "step": 155000}
{"aAcc": 84.32, "mIoU": 53.32, "mAcc": 66.6, "data_time": 0.001858971508375677, "time": 0.18387480561001843, "step": 155000}
{"lr": 4.379647300814073e-07, "data_time": 0.009509515762329102, "grad_norm": 102.89368286132813, "loss": 22.704447555541993, "decode.loss_cls": 0.3372425727546215, "decode.loss_mask": 0.7794994756579399, "decode.loss_dice": 0.8813726902008057, "decode.d0.loss_cls": 1.9308906197547913, "decode.d0.loss_mask": 0.848640362918377, "decode.d0.loss_dice": 1.09160315990448, "decode.d1.loss_cls": 0.6652915969491004, "decode.d1.loss_mask": 0.8299774676561356, "decode.d1.loss_dice": 0.9647207275032997, "decode.d2.loss_cls": 0.4915263518691063, "decode.d2.loss_mask": 0.8035199791193008, "decode.d2.loss_dice": 0.929950924217701, "decode.d3.loss_cls": 0.4478115029633045, "decode.d3.loss_mask": 0.7684568136930465, "decode.d3.loss_dice": 0.8993978589773178, "decode.d4.loss_cls": 0.3865288183093071, "decode.d4.loss_mask": 0.7637829601764679, "decode.d4.loss_dice": 0.8998981341719627, "decode.d5.loss_cls": 0.3355641279369593, "decode.d5.loss_mask": 0.7712309271097183, "decode.d5.loss_dice": 0.9020197778940201, "decode.d6.loss_cls": 0.34525263831019404, "decode.d6.loss_mask": 0.7620602577924729, "decode.d6.loss_dice": 0.8855347812175751, "decode.d7.loss_cls": 0.328963852673769, "decode.d7.loss_mask": 0.7687737002968789, "decode.d7.loss_dice": 0.9139335945248603, "decode.d8.loss_cls": 0.3145800486207008, "decode.d8.loss_mask": 0.7728609457612038, "decode.d8.loss_dice": 0.8835608556866645, "time": 0.5354884624481201, "memory": 7207, "step": 155050}
{"lr": 4.339812141905021e-07, "data_time": 0.00926368236541748, "grad_norm": 91.26947021484375, "loss": 20.682244348526, "decode.loss_cls": 0.2910068826749921, "decode.loss_mask": 0.5795063376426697, "decode.loss_dice": 0.9721869587898254, "decode.d0.loss_cls": 1.5722271859645844, "decode.d0.loss_mask": 0.6402275159955024, "decode.d0.loss_dice": 1.1439625695347786, "decode.d1.loss_cls": 0.4482369089499116, "decode.d1.loss_mask": 0.5993443310260773, "decode.d1.loss_dice": 1.0191295906901359, "decode.d2.loss_cls": 0.3816843906417489, "decode.d2.loss_mask": 0.6051751352846623, "decode.d2.loss_dice": 0.9910869061946869, "decode.d3.loss_cls": 0.3746500425040722, "decode.d3.loss_mask": 0.6041342601180076, "decode.d3.loss_dice": 0.9690706834197045, "decode.d4.loss_cls": 0.31321805622428656, "decode.d4.loss_mask": 0.5994647517800331, "decode.d4.loss_dice": 0.9957646131515503, "decode.d5.loss_cls": 0.3210277872160077, "decode.d5.loss_mask": 0.5960460722446441, "decode.d5.loss_dice": 1.0090871751308441, "decode.d6.loss_cls": 0.3231927137821913, "decode.d6.loss_mask": 0.5879518270492554, "decode.d6.loss_dice": 0.9725000575184822, "decode.d7.loss_cls": 0.3386517120525241, "decode.d7.loss_mask": 0.58371392339468, "decode.d7.loss_dice": 0.9561067879199981, "decode.d8.loss_cls": 0.3116976760327816, "decode.d8.loss_mask": 0.5869492650032043, "decode.d8.loss_dice": 0.9952424898743629, "time": 0.563498067855835, "memory": 7328, "step": 155100}
{"lr": 4.2999363133872825e-07, "data_time": 0.009614682197570801, "grad_norm": 84.36776580810547, "loss": 26.033752822875975, "decode.loss_cls": 0.4723168917000294, "decode.loss_mask": 0.6359244287014008, "decode.loss_dice": 1.1372190803289413, "decode.d0.loss_cls": 2.2951123118400574, "decode.d0.loss_mask": 0.6962921351194382, "decode.d0.loss_dice": 1.3676180422306061, "decode.d1.loss_cls": 0.8272614881396294, "decode.d1.loss_mask": 0.6483650892972946, "decode.d1.loss_dice": 1.2652704775333405, "decode.d2.loss_cls": 0.6709991924464702, "decode.d2.loss_mask": 0.645838052034378, "decode.d2.loss_dice": 1.2296157658100129, "decode.d3.loss_cls": 0.5857107728719712, "decode.d3.loss_mask": 0.6340814888477325, "decode.d3.loss_dice": 1.1920828491449356, "decode.d4.loss_cls": 0.5966564625501632, "decode.d4.loss_mask": 0.6288804486393929, "decode.d4.loss_dice": 1.1999150097370148, "decode.d5.loss_cls": 0.5476044610142707, "decode.d5.loss_mask": 0.6578004896640778, "decode.d5.loss_dice": 1.171735841035843, "decode.d6.loss_cls": 0.5050770238041877, "decode.d6.loss_mask": 0.6239758297801018, "decode.d6.loss_dice": 1.1871389120817184, "decode.d7.loss_cls": 0.48072727397084236, "decode.d7.loss_mask": 0.6340687587857247, "decode.d7.loss_dice": 1.1651698887348174, "decode.d8.loss_cls": 0.499821188300848, "decode.d8.loss_mask": 0.639272290468216, "decode.d8.loss_dice": 1.1922014355659485, "time": 0.5336411476135254, "memory": 7202, "step": 155150}
{"lr": 4.2600193538050145e-07, "data_time": 0.009468173980712891, "grad_norm": 87.65000686645507, "loss": 18.338656091690062, "decode.loss_cls": 0.31601887457072736, "decode.loss_mask": 0.3991438075900078, "decode.loss_dice": 0.8080218374729157, "decode.d0.loss_cls": 2.162433683872223, "decode.d0.loss_mask": 0.4620491564273834, "decode.d0.loss_dice": 0.9449995547533036, "decode.d1.loss_cls": 0.531972861289978, "decode.d1.loss_mask": 0.44082717448472974, "decode.d1.loss_dice": 0.8375070095062256, "decode.d2.loss_cls": 0.48570666946470736, "decode.d2.loss_mask": 0.4297924131155014, "decode.d2.loss_dice": 0.8324200853705406, "decode.d3.loss_cls": 0.4395785715430975, "decode.d3.loss_mask": 0.4069887280464172, "decode.d3.loss_dice": 0.8451199769973755, "decode.d4.loss_cls": 0.4213880326598883, "decode.d4.loss_mask": 0.4111978754401207, "decode.d4.loss_dice": 0.8278101280331611, "decode.d5.loss_cls": 0.43024403490126134, "decode.d5.loss_mask": 0.4020798698067665, "decode.d5.loss_dice": 0.8066266134381295, "decode.d6.loss_cls": 0.36548510678112506, "decode.d6.loss_mask": 0.4031902581453323, "decode.d6.loss_dice": 0.8156985372304917, "decode.d7.loss_cls": 0.34932302199304105, "decode.d7.loss_mask": 0.40046312361955644, "decode.d7.loss_dice": 0.8070387735962867, "decode.d8.loss_cls": 0.33413865640759466, "decode.d8.loss_mask": 0.4005120858550072, "decode.d8.loss_dice": 0.8208802953362465, "time": 0.5366635084152221, "memory": 7237, "step": 155200}
{"lr": 4.220060791602245e-07, "data_time": 0.009210991859436034, "grad_norm": 99.37443161010742, "loss": 16.247171497344972, "decode.loss_cls": 0.32913643419742583, "decode.loss_mask": 0.4080216571688652, "decode.loss_dice": 0.6221998393535614, "decode.d0.loss_cls": 1.764035403728485, "decode.d0.loss_mask": 0.4936240792274475, "decode.d0.loss_dice": 0.7291636824607849, "decode.d1.loss_cls": 0.5329729557037354, "decode.d1.loss_mask": 0.4523855417966843, "decode.d1.loss_dice": 0.7001543015241622, "decode.d2.loss_cls": 0.50624655559659, "decode.d2.loss_mask": 0.43302328437566756, "decode.d2.loss_dice": 0.6481010437011718, "decode.d3.loss_cls": 0.4279601901769638, "decode.d3.loss_mask": 0.43512673676013947, "decode.d3.loss_dice": 0.6272997856140137, "decode.d4.loss_cls": 0.41661819666624067, "decode.d4.loss_mask": 0.4157094910740852, "decode.d4.loss_dice": 0.6190882444381713, "decode.d5.loss_cls": 0.42178590372204783, "decode.d5.loss_mask": 0.41351462304592135, "decode.d5.loss_dice": 0.6303859263658523, "decode.d6.loss_cls": 0.4308818817138672, "decode.d6.loss_mask": 0.4085708484053612, "decode.d6.loss_dice": 0.6189506590366364, "decode.d7.loss_cls": 0.3519307762384415, "decode.d7.loss_mask": 0.41026351749897005, "decode.d7.loss_dice": 0.6257205665111542, "decode.d8.loss_cls": 0.35820041298866273, "decode.d8.loss_mask": 0.4040425106883049, "decode.d8.loss_dice": 0.6120560079813003, "time": 0.5626759052276611, "memory": 7236, "step": 155250}
{"lr": 4.180060144793076e-07, "data_time": 0.009353923797607421, "grad_norm": 98.89083366394043, "loss": 16.98705325126648, "decode.loss_cls": 0.15389588363468648, "decode.loss_mask": 0.5036477409303188, "decode.loss_dice": 0.7624184906482696, "decode.d0.loss_cls": 1.9529353380203247, "decode.d0.loss_mask": 0.5725854001939297, "decode.d0.loss_dice": 0.9063098907470704, "decode.d1.loss_cls": 0.38374092876911164, "decode.d1.loss_mask": 0.5360177181661129, "decode.d1.loss_dice": 0.8178264141082764, "decode.d2.loss_cls": 0.24909333884716034, "decode.d2.loss_mask": 0.5211791276931763, "decode.d2.loss_dice": 0.7809150755405426, "decode.d3.loss_cls": 0.24426029920578002, "decode.d3.loss_mask": 0.5088554382324219, "decode.d3.loss_dice": 0.77622649371624, "decode.d4.loss_cls": 0.21998809948563575, "decode.d4.loss_mask": 0.5171521872282028, "decode.d4.loss_dice": 0.7771184518933296, "decode.d5.loss_cls": 0.1783074837177992, "decode.d5.loss_mask": 0.5088868550956249, "decode.d5.loss_dice": 0.7759578168392182, "decode.d6.loss_cls": 0.1653200164437294, "decode.d6.loss_mask": 0.5098124630749226, "decode.d6.loss_dice": 0.7780876204371452, "decode.d7.loss_cls": 0.1804063070565462, "decode.d7.loss_mask": 0.5042693987488747, "decode.d7.loss_dice": 0.7685174778103828, "decode.d8.loss_cls": 0.1607569634914398, "decode.d8.loss_mask": 0.5042577244341373, "decode.d8.loss_dice": 0.768306915462017, "time": 0.5364685773849487, "memory": 7184, "step": 155300}
{"lr": 4.140016920617523e-07, "data_time": 0.009464907646179199, "grad_norm": 96.48331832885742, "loss": 21.429700422286988, "decode.loss_cls": 0.37039534021168946, "decode.loss_mask": 0.6061164408922195, "decode.loss_dice": 0.8202934116125107, "decode.d0.loss_cls": 2.196840286254883, "decode.d0.loss_mask": 0.7007905766367912, "decode.d0.loss_dice": 1.0830261439085007, "decode.d1.loss_cls": 0.5680609442293644, "decode.d1.loss_mask": 0.6860655650496483, "decode.d1.loss_dice": 0.991148179769516, "decode.d2.loss_cls": 0.5364292208105326, "decode.d2.loss_mask": 0.6508256897330285, "decode.d2.loss_dice": 0.8869617998600006, "decode.d3.loss_cls": 0.503991711884737, "decode.d3.loss_mask": 0.6243052408099174, "decode.d3.loss_dice": 0.8605491146445274, "decode.d4.loss_cls": 0.48103873506188394, "decode.d4.loss_mask": 0.6287683770060539, "decode.d4.loss_dice": 0.8506835922598839, "decode.d5.loss_cls": 0.42438360340893266, "decode.d5.loss_mask": 0.6191974297165871, "decode.d5.loss_dice": 0.8465762823820114, "decode.d6.loss_cls": 0.4056449165567756, "decode.d6.loss_mask": 0.6096102967858315, "decode.d6.loss_dice": 0.8230144888162613, "decode.d7.loss_cls": 0.3955498058348894, "decode.d7.loss_mask": 0.604226604104042, "decode.d7.loss_dice": 0.8237870678305625, "decode.d8.loss_cls": 0.3655832424759865, "decode.d8.loss_mask": 0.6089796543121337, "decode.d8.loss_dice": 0.8568565547466278, "time": 0.5663465976715087, "memory": 7232, "step": 155350}
{"lr": 4.0999306151821446e-07, "data_time": 0.009358406066894531, "grad_norm": 77.10160026550292, "loss": 19.162746334075926, "decode.loss_cls": 0.2068715799599886, "decode.loss_mask": 0.5516114145517349, "decode.loss_dice": 0.8822682589292526, "decode.d0.loss_cls": 1.8225051403045653, "decode.d0.loss_mask": 0.6221468538045883, "decode.d0.loss_dice": 1.028698092699051, "decode.d1.loss_cls": 0.367668104916811, "decode.d1.loss_mask": 0.5937501579523087, "decode.d1.loss_dice": 0.9883595645427704, "decode.d2.loss_cls": 0.31364785209298135, "decode.d2.loss_mask": 0.5812356501817704, "decode.d2.loss_dice": 0.931102591753006, "decode.d3.loss_cls": 0.27591869309544564, "decode.d3.loss_mask": 0.5867957502603531, "decode.d3.loss_dice": 0.8964029490947724, "decode.d4.loss_cls": 0.2732786886394024, "decode.d4.loss_mask": 0.5888206779956817, "decode.d4.loss_dice": 0.9214649856090545, "decode.d5.loss_cls": 0.2352324031293392, "decode.d5.loss_mask": 0.5907995194196701, "decode.d5.loss_dice": 0.9134892433881759, "decode.d6.loss_cls": 0.23883933909237384, "decode.d6.loss_mask": 0.5533042132854462, "decode.d6.loss_dice": 0.8791281163692475, "decode.d7.loss_cls": 0.21789632216095925, "decode.d7.loss_mask": 0.5531832158565522, "decode.d7.loss_dice": 0.8971592277288437, "decode.d8.loss_cls": 0.21251670867204667, "decode.d8.loss_mask": 0.5463439881801605, "decode.d8.loss_dice": 0.8923076540231705, "time": 0.538805079460144, "memory": 7236, "step": 155400}
{"lr": 4.0598007130846757e-07, "data_time": 0.009125661849975587, "grad_norm": 85.2141716003418, "loss": 17.09876642227173, "decode.loss_cls": 0.24408979266881942, "decode.loss_mask": 0.5113886132836342, "decode.loss_dice": 0.7294184595346451, "decode.d0.loss_cls": 1.8181637167930602, "decode.d0.loss_mask": 0.604526886343956, "decode.d0.loss_dice": 0.878685075044632, "decode.d1.loss_cls": 0.38244131207466125, "decode.d1.loss_mask": 0.5372844338417053, "decode.d1.loss_dice": 0.7806526035070419, "decode.d2.loss_cls": 0.2799047537147999, "decode.d2.loss_mask": 0.5319898128509521, "decode.d2.loss_dice": 0.7571123003959656, "decode.d3.loss_cls": 0.27348915860056877, "decode.d3.loss_mask": 0.5251608788967133, "decode.d3.loss_dice": 0.7376536443829537, "decode.d4.loss_cls": 0.2681021556258202, "decode.d4.loss_mask": 0.5215821623802185, "decode.d4.loss_dice": 0.7302064344286918, "decode.d5.loss_cls": 0.2758170574903488, "decode.d5.loss_mask": 0.5127183109521866, "decode.d5.loss_dice": 0.713358810544014, "decode.d6.loss_cls": 0.24833244383335112, "decode.d6.loss_mask": 0.5125549107789993, "decode.d6.loss_dice": 0.7170512229204178, "decode.d7.loss_cls": 0.2687144368886948, "decode.d7.loss_mask": 0.518060925602913, "decode.d7.loss_dice": 0.7281144738197327, "decode.d8.loss_cls": 0.24568360187113286, "decode.d8.loss_mask": 0.5183072417974472, "decode.d8.loss_dice": 0.7282008349895477, "time": 0.58760666847229, "memory": 7193, "step": 155450}
{"lr": 4.0196266870217096e-07, "data_time": 0.009227418899536132, "grad_norm": 91.04838104248047, "loss": 17.753940677642824, "decode.loss_cls": 0.3111254617571831, "decode.loss_mask": 0.48574322164058686, "decode.loss_dice": 0.7186144292354584, "decode.d0.loss_cls": 1.9213194966316223, "decode.d0.loss_mask": 0.5526439070701599, "decode.d0.loss_dice": 0.9472400307655334, "decode.d1.loss_cls": 0.6002666562795639, "decode.d1.loss_mask": 0.49938150942325593, "decode.d1.loss_dice": 0.7704216927289963, "decode.d2.loss_cls": 0.44589878246188164, "decode.d2.loss_mask": 0.4932250797748566, "decode.d2.loss_dice": 0.7210375726222992, "decode.d3.loss_cls": 0.40062603652477263, "decode.d3.loss_mask": 0.4933013767004013, "decode.d3.loss_dice": 0.7203724324703217, "decode.d4.loss_cls": 0.3465372137725353, "decode.d4.loss_mask": 0.4906359314918518, "decode.d4.loss_dice": 0.7066324055194855, "decode.d5.loss_cls": 0.3363037683069706, "decode.d5.loss_mask": 0.4799720287322998, "decode.d5.loss_dice": 0.7037780106067657, "decode.d6.loss_cls": 0.37355906069278716, "decode.d6.loss_mask": 0.4877938687801361, "decode.d6.loss_dice": 0.7055023521184921, "decode.d7.loss_cls": 0.34172300808131695, "decode.d7.loss_mask": 0.480612987279892, "decode.d7.loss_dice": 0.7102821230888366, "decode.d8.loss_cls": 0.3203418143093586, "decode.d8.loss_mask": 0.4874792516231537, "decode.d8.loss_dice": 0.7015691250562668, "time": 0.5370464563369751, "memory": 7249, "step": 155500}
{"lr": 3.97940799737852e-07, "data_time": 0.009439563751220703, "grad_norm": 90.53644790649415, "loss": 17.026952385902405, "decode.loss_cls": 0.23209937755018473, "decode.loss_mask": 0.48494964092969894, "decode.loss_dice": 0.6969722166657448, "decode.d0.loss_cls": 1.8650192737579345, "decode.d0.loss_mask": 0.5669684782624245, "decode.d0.loss_dice": 0.8723627107217908, "decode.d1.loss_cls": 0.45531573966145517, "decode.d1.loss_mask": 0.5145155683159828, "decode.d1.loss_dice": 0.7786296468228102, "decode.d2.loss_cls": 0.3688806343823671, "decode.d2.loss_mask": 0.49283950701355933, "decode.d2.loss_dice": 0.7308271154761314, "decode.d3.loss_cls": 0.36288414979353545, "decode.d3.loss_mask": 0.49109209030866624, "decode.d3.loss_dice": 0.7152338216081262, "decode.d4.loss_cls": 0.29933208525180816, "decode.d4.loss_mask": 0.49546839892864225, "decode.d4.loss_dice": 0.7149027824401856, "decode.d5.loss_cls": 0.29427834814414383, "decode.d5.loss_mask": 0.49698072820901873, "decode.d5.loss_dice": 0.7231514904648065, "decode.d6.loss_cls": 0.2796045895665884, "decode.d6.loss_mask": 0.4888194464147091, "decode.d6.loss_dice": 0.710990896448493, "decode.d7.loss_cls": 0.26220759134739635, "decode.d7.loss_mask": 0.4876195460557938, "decode.d7.loss_dice": 0.6997618973255157, "decode.d8.loss_cls": 0.25400083204731344, "decode.d8.loss_mask": 0.48734659403562547, "decode.d8.loss_dice": 0.7038979582488537, "time": 0.5357315301895141, "memory": 7219, "step": 155550}
{"lr": 3.9391440917999537e-07, "data_time": 0.009395098686218262, "grad_norm": 91.56735153198242, "loss": 16.416321134567262, "decode.loss_cls": 0.2717042718082666, "decode.loss_mask": 0.4764188423752785, "decode.loss_dice": 0.6469865068793297, "decode.d0.loss_cls": 1.9238437175750733, "decode.d0.loss_mask": 0.5558126121759415, "decode.d0.loss_dice": 0.7956788718700409, "decode.d1.loss_cls": 0.38735088855028155, "decode.d1.loss_mask": 0.5314466983079911, "decode.d1.loss_dice": 0.7213591173291206, "decode.d2.loss_cls": 0.368124146014452, "decode.d2.loss_mask": 0.490682053565979, "decode.d2.loss_dice": 0.6667348131537437, "decode.d3.loss_cls": 0.30891749188303946, "decode.d3.loss_mask": 0.48731878995895384, "decode.d3.loss_dice": 0.671405766904354, "decode.d4.loss_cls": 0.28141399174928666, "decode.d4.loss_mask": 0.48228084594011306, "decode.d4.loss_dice": 0.6768763884902, "decode.d5.loss_cls": 0.2673786595463753, "decode.d5.loss_mask": 0.4802833080291748, "decode.d5.loss_dice": 0.6575333297252655, "decode.d6.loss_cls": 0.30493399500846863, "decode.d6.loss_mask": 0.47775943875312804, "decode.d6.loss_dice": 0.6593643426895142, "decode.d7.loss_cls": 0.2903926223516464, "decode.d7.loss_mask": 0.4770786643028259, "decode.d7.loss_dice": 0.6469681575894356, "decode.d8.loss_cls": 0.2749211110174656, "decode.d8.loss_mask": 0.47781616896390916, "decode.d8.loss_dice": 0.6575352892279624, "time": 0.5364738941192627, "memory": 7192, "step": 155600}
{"lr": 3.8988344047413493e-07, "data_time": 0.00939040184020996, "grad_norm": 82.69866676330567, "loss": 17.177451610565186, "decode.loss_cls": 0.32918534316122533, "decode.loss_mask": 0.4718472257256508, "decode.loss_dice": 0.7255274310708046, "decode.d0.loss_cls": 1.736854761838913, "decode.d0.loss_mask": 0.5073144838213921, "decode.d0.loss_dice": 0.8317095667123795, "decode.d1.loss_cls": 0.3677100375294685, "decode.d1.loss_mask": 0.5118956997990608, "decode.d1.loss_dice": 0.7965010553598404, "decode.d2.loss_cls": 0.33823623359203336, "decode.d2.loss_mask": 0.5004217684268951, "decode.d2.loss_dice": 0.7719362810254097, "decode.d3.loss_cls": 0.345083424448967, "decode.d3.loss_mask": 0.49663469940423965, "decode.d3.loss_dice": 0.7564450725913048, "decode.d4.loss_cls": 0.3174834534525871, "decode.d4.loss_mask": 0.4780814602971077, "decode.d4.loss_dice": 0.7489666506648064, "decode.d5.loss_cls": 0.27774092070758344, "decode.d5.loss_mask": 0.47692424058914185, "decode.d5.loss_dice": 0.7481057986617088, "decode.d6.loss_cls": 0.3420920163393021, "decode.d6.loss_mask": 0.4729108586907387, "decode.d6.loss_dice": 0.7306072890758515, "decode.d7.loss_cls": 0.33500689156353475, "decode.d7.loss_mask": 0.47626117020845415, "decode.d7.loss_dice": 0.7381499350070954, "decode.d8.loss_cls": 0.3298470493406057, "decode.d8.loss_mask": 0.475711914896965, "decode.d8.loss_dice": 0.7422578409314156, "time": 0.5618294477462769, "memory": 7254, "step": 155650}
{"lr": 3.8584783569982213e-07, "data_time": 0.009178376197814942, "grad_norm": 111.08653717041015, "loss": 17.327441024780274, "decode.loss_cls": 0.2054398998618126, "decode.loss_mask": 0.49129285514354704, "decode.loss_dice": 0.765981313586235, "decode.d0.loss_cls": 1.7596187889575958, "decode.d0.loss_mask": 0.5771300017833709, "decode.d0.loss_dice": 0.8938145220279694, "decode.d1.loss_cls": 0.40845973417162895, "decode.d1.loss_mask": 0.5437493294477462, "decode.d1.loss_dice": 0.7974887132644654, "decode.d2.loss_cls": 0.4074118498712778, "decode.d2.loss_mask": 0.5011185050010681, "decode.d2.loss_dice": 0.7694048166275025, "decode.d3.loss_cls": 0.2898397982120514, "decode.d3.loss_mask": 0.5117059737443924, "decode.d3.loss_dice": 0.7885506570339202, "decode.d4.loss_cls": 0.3139027293771505, "decode.d4.loss_mask": 0.5135608851909638, "decode.d4.loss_dice": 0.763428020477295, "decode.d5.loss_cls": 0.283670661970973, "decode.d5.loss_mask": 0.49700930416584016, "decode.d5.loss_dice": 0.7544834911823273, "decode.d6.loss_cls": 0.25121975168585775, "decode.d6.loss_mask": 0.48587443828582766, "decode.d6.loss_dice": 0.7643171608448028, "decode.d7.loss_cls": 0.2634108651429415, "decode.d7.loss_mask": 0.480688539147377, "decode.d7.loss_dice": 0.7516832172870636, "decode.d8.loss_cls": 0.23092670179903507, "decode.d8.loss_mask": 0.4853108197450638, "decode.d8.loss_dice": 0.7769469827413559, "time": 0.5344814538955689, "memory": 7252, "step": 155700}
{"lr": 3.8180753552135747e-07, "data_time": 0.009297776222229003, "grad_norm": 97.30634307861328, "loss": 22.810106182098387, "decode.loss_cls": 0.39047846645116807, "decode.loss_mask": 0.5758008629083633, "decode.loss_dice": 1.032919254899025, "decode.d0.loss_cls": 2.2556655406951904, "decode.d0.loss_mask": 0.6569222033023834, "decode.d0.loss_dice": 1.2154870361089707, "decode.d1.loss_cls": 0.7845470190048218, "decode.d1.loss_mask": 0.5837518632411957, "decode.d1.loss_dice": 1.0197084367275238, "decode.d2.loss_cls": 0.5834847494959832, "decode.d2.loss_mask": 0.576869112253189, "decode.d2.loss_dice": 1.0117853462696076, "decode.d3.loss_cls": 0.5208976566791534, "decode.d3.loss_mask": 0.5664705812931061, "decode.d3.loss_dice": 0.9548977524042129, "decode.d4.loss_cls": 0.46655957996845243, "decode.d4.loss_mask": 0.5791954159736633, "decode.d4.loss_dice": 1.0014631927013398, "decode.d5.loss_cls": 0.469118295609951, "decode.d5.loss_mask": 0.568325537443161, "decode.d5.loss_dice": 0.9985423386096954, "decode.d6.loss_cls": 0.47193060666322706, "decode.d6.loss_mask": 0.5714426815509797, "decode.d6.loss_dice": 0.9888786435127258, "decode.d7.loss_cls": 0.42513093203306196, "decode.d7.loss_mask": 0.5719544678926468, "decode.d7.loss_dice": 0.9664315402507782, "decode.d8.loss_cls": 0.43181033432483673, "decode.d8.loss_mask": 0.5695593535900116, "decode.d8.loss_dice": 1.0000775635242463, "time": 0.5638928413391113, "memory": 7235, "step": 155750}
{"lr": 3.7776247913613917e-07, "data_time": 0.009655237197875977, "grad_norm": 111.02445259094239, "loss": 17.98968114852905, "decode.loss_cls": 0.30967635521665215, "decode.loss_mask": 0.48615421503782275, "decode.loss_dice": 0.7316778883337974, "decode.d0.loss_cls": 1.9133288621902467, "decode.d0.loss_mask": 0.5788829475641251, "decode.d0.loss_dice": 0.8897999197244644, "decode.d1.loss_cls": 0.5526984632015228, "decode.d1.loss_mask": 0.5168383538722991, "decode.d1.loss_dice": 0.8291243314743042, "decode.d2.loss_cls": 0.43101066499948504, "decode.d2.loss_mask": 0.5031954437494278, "decode.d2.loss_dice": 0.7956969097256661, "decode.d3.loss_cls": 0.37370149195194247, "decode.d3.loss_mask": 0.4993414908647537, "decode.d3.loss_dice": 0.7495533898472786, "decode.d4.loss_cls": 0.3324328314512968, "decode.d4.loss_mask": 0.4940397158265114, "decode.d4.loss_dice": 0.7512461766600609, "decode.d5.loss_cls": 0.35731656290590763, "decode.d5.loss_mask": 0.4942516565322876, "decode.d5.loss_dice": 0.7547213807702065, "decode.d6.loss_cls": 0.35472939908504486, "decode.d6.loss_mask": 0.48323376178741456, "decode.d6.loss_dice": 0.7342871606349946, "decode.d7.loss_cls": 0.30810466120019553, "decode.d7.loss_mask": 0.4981852412223816, "decode.d7.loss_dice": 0.7238267093896866, "decode.d8.loss_cls": 0.29510945873335004, "decode.d8.loss_mask": 0.5027204111218453, "decode.d8.loss_dice": 0.7447961628437042, "time": 0.5635837316513062, "memory": 7246, "step": 155800}
{"lr": 3.7371260422049014e-07, "data_time": 0.00965268611907959, "grad_norm": 94.5356689453125, "loss": 23.296439361572265, "decode.loss_cls": 0.31565502658486366, "decode.loss_mask": 0.7024268418550491, "decode.loss_dice": 0.983438378572464, "decode.d0.loss_cls": 2.134184443950653, "decode.d0.loss_mask": 0.7898739635944366, "decode.d0.loss_dice": 1.1844969153404237, "decode.d1.loss_cls": 0.6621698856353759, "decode.d1.loss_mask": 0.7359326869249344, "decode.d1.loss_dice": 1.0911907792091369, "decode.d2.loss_cls": 0.4930500715970993, "decode.d2.loss_mask": 0.7056899517774582, "decode.d2.loss_dice": 1.034149944782257, "decode.d3.loss_cls": 0.4502636656165123, "decode.d3.loss_mask": 0.704842334985733, "decode.d3.loss_dice": 1.0012828588485718, "decode.d4.loss_cls": 0.40692268460989, "decode.d4.loss_mask": 0.7141062438488006, "decode.d4.loss_dice": 0.9963055074214935, "decode.d5.loss_cls": 0.36919413730502126, "decode.d5.loss_mask": 0.7149244457483291, "decode.d5.loss_dice": 1.0039101243019104, "decode.d6.loss_cls": 0.3616376593708992, "decode.d6.loss_mask": 0.6984490990638733, "decode.d6.loss_dice": 0.9853562533855438, "decode.d7.loss_cls": 0.3191537342965603, "decode.d7.loss_mask": 0.7221323728561402, "decode.d7.loss_dice": 1.0048275530338286, "decode.d8.loss_cls": 0.3209387734532356, "decode.d8.loss_mask": 0.7028344124555588, "decode.d8.loss_dice": 0.9870987951755523, "time": 0.5342061758041382, "memory": 7257, "step": 155850}
{"lr": 3.6965784687280754e-07, "data_time": 0.009545159339904786, "grad_norm": 91.89668350219726, "loss": 21.536176109313963, "decode.loss_cls": 0.23825260065495968, "decode.loss_mask": 0.7032411068677902, "decode.loss_dice": 0.9148672759532929, "decode.d0.loss_cls": 1.949570369720459, "decode.d0.loss_mask": 0.7541180312633514, "decode.d0.loss_dice": 1.1168227434158324, "decode.d1.loss_cls": 0.5205608077347279, "decode.d1.loss_mask": 0.7238522350788117, "decode.d1.loss_dice": 0.9955233037471771, "decode.d2.loss_cls": 0.38286647871136664, "decode.d2.loss_mask": 0.7085051029920578, "decode.d2.loss_dice": 0.9904754072427749, "decode.d3.loss_cls": 0.3596127800643444, "decode.d3.loss_mask": 0.6970108032226563, "decode.d3.loss_dice": 0.9510347217321395, "decode.d4.loss_cls": 0.3339862525463104, "decode.d4.loss_mask": 0.6905462682247162, "decode.d4.loss_dice": 0.9452297270298005, "decode.d5.loss_cls": 0.2682144667953253, "decode.d5.loss_mask": 0.7024085909128189, "decode.d5.loss_dice": 0.9163897573947907, "decode.d6.loss_cls": 0.25231230892241, "decode.d6.loss_mask": 0.6956201046705246, "decode.d6.loss_dice": 0.933134400844574, "decode.d7.loss_cls": 0.26331934370100496, "decode.d7.loss_mask": 0.6988385438919067, "decode.d7.loss_dice": 0.907870090007782, "decode.d8.loss_cls": 0.31282393261790276, "decode.d8.loss_mask": 0.684588634967804, "decode.d8.loss_dice": 0.924579331278801, "time": 0.5381264209747314, "memory": 7233, "step": 155900}
{"lr": 3.655981415538675e-07, "data_time": 0.009495687484741212, "grad_norm": 98.51597671508789, "loss": 23.632555866241454, "decode.loss_cls": 0.36246828474104403, "decode.loss_mask": 0.7135980322957038, "decode.loss_dice": 0.9396748811006546, "decode.d0.loss_cls": 2.2920813083648683, "decode.d0.loss_mask": 0.8262800857424736, "decode.d0.loss_dice": 1.2093710422515869, "decode.d1.loss_cls": 0.5698754101991653, "decode.d1.loss_mask": 0.7751111537218094, "decode.d1.loss_dice": 1.0845063835382462, "decode.d2.loss_cls": 0.5420076124370098, "decode.d2.loss_mask": 0.7230663448572159, "decode.d2.loss_dice": 0.9809246957302094, "decode.d3.loss_cls": 0.5040457509458065, "decode.d3.loss_mask": 0.7137618377804756, "decode.d3.loss_dice": 0.9488968312740326, "decode.d4.loss_cls": 0.4865266583859921, "decode.d4.loss_mask": 0.7171893820166588, "decode.d4.loss_dice": 0.9635824888944626, "decode.d5.loss_cls": 0.4827906355261803, "decode.d5.loss_mask": 0.7110486030578613, "decode.d5.loss_dice": 0.9460072487592697, "decode.d6.loss_cls": 0.39838208742439746, "decode.d6.loss_mask": 0.7149474054574967, "decode.d6.loss_dice": 0.9552358090877533, "decode.d7.loss_cls": 0.36445228941738605, "decode.d7.loss_mask": 0.7242286548018455, "decode.d7.loss_dice": 0.9458527982234954, "decode.d8.loss_cls": 0.3782620932906866, "decode.d8.loss_mask": 0.7161975786089897, "decode.d8.loss_dice": 0.9421808987855911, "time": 0.5377508401870728, "memory": 7243, "step": 155950}
{"lr": 3.6153342102410534e-07, "data_time": 0.009317660331726074, "grad_norm": 96.42099609375, "loss": 19.99768409729004, "decode.loss_cls": 0.28165859133005144, "decode.loss_mask": 0.48946458101272583, "decode.loss_dice": 0.9311559736728668, "decode.d0.loss_cls": 2.181836020946503, "decode.d0.loss_mask": 0.5911631941795349, "decode.d0.loss_dice": 1.0811791002750397, "decode.d1.loss_cls": 0.5273937836289406, "decode.d1.loss_mask": 0.5245061069726944, "decode.d1.loss_dice": 1.0441046833992005, "decode.d2.loss_cls": 0.46260547935962676, "decode.d2.loss_mask": 0.5208267033100128, "decode.d2.loss_dice": 0.9453820377588272, "decode.d3.loss_cls": 0.4003357648849487, "decode.d3.loss_mask": 0.4962605506181717, "decode.d3.loss_dice": 0.9237154483795166, "decode.d4.loss_cls": 0.37616274505853653, "decode.d4.loss_mask": 0.4950425118207932, "decode.d4.loss_dice": 0.9358080387115478, "decode.d5.loss_cls": 0.28173875585198405, "decode.d5.loss_mask": 0.5043381839990616, "decode.d5.loss_dice": 0.9339851766824723, "decode.d6.loss_cls": 0.26544178649783134, "decode.d6.loss_mask": 0.5021451264619827, "decode.d6.loss_dice": 0.9157829731702805, "decode.d7.loss_cls": 0.24337294623255729, "decode.d7.loss_mask": 0.4979049742221832, "decode.d7.loss_dice": 0.9417338997125626, "decode.d8.loss_cls": 0.2779895454645157, "decode.d8.loss_mask": 0.48985094726085665, "decode.d8.loss_dice": 0.934798288345337, "time": 0.5364331007003784, "memory": 7213, "step": 156000}
{"lr": 3.5746361627768097e-07, "data_time": 0.009314131736755372, "grad_norm": 87.62655868530274, "loss": 20.628552055358888, "decode.loss_cls": 0.46836841814219954, "decode.loss_mask": 0.4946323066949844, "decode.loss_dice": 0.8342317342758179, "decode.d0.loss_cls": 2.0325554490089415, "decode.d0.loss_mask": 0.5693544656038284, "decode.d0.loss_dice": 1.022218269109726, "decode.d1.loss_cls": 0.6442606963217259, "decode.d1.loss_mask": 0.5503900915384292, "decode.d1.loss_dice": 0.9329365372657776, "decode.d2.loss_cls": 0.5465114481747151, "decode.d2.loss_mask": 0.513438630104065, "decode.d2.loss_dice": 0.8764981389045715, "decode.d3.loss_cls": 0.535016181319952, "decode.d3.loss_mask": 0.5063780069351196, "decode.d3.loss_dice": 0.8557332694530487, "decode.d4.loss_cls": 0.46966574564576147, "decode.d4.loss_mask": 0.508193525671959, "decode.d4.loss_dice": 0.8638604193925857, "decode.d5.loss_cls": 0.5069590717554092, "decode.d5.loss_mask": 0.5175296634435653, "decode.d5.loss_dice": 0.8529981940984726, "decode.d6.loss_cls": 0.47841776907444, "decode.d6.loss_mask": 0.5179912686347962, "decode.d6.loss_dice": 0.8427190393209457, "decode.d7.loss_cls": 0.5059262994676829, "decode.d7.loss_mask": 0.5104424506425858, "decode.d7.loss_dice": 0.8389989972114563, "decode.d8.loss_cls": 0.487448389083147, "decode.d8.loss_mask": 0.5110079854726791, "decode.d8.loss_dice": 0.8338700473308563, "time": 0.5370421171188354, "memory": 7216, "step": 156050}
{"lr": 3.5338865647311683e-07, "data_time": 0.009331703186035156, "grad_norm": 81.66165771484376, "loss": 17.376450300216675, "decode.loss_cls": 0.31448603719472884, "decode.loss_mask": 0.41245041638612745, "decode.loss_dice": 0.7366438440978527, "decode.d0.loss_cls": 2.126799297332764, "decode.d0.loss_mask": 0.5017701268196106, "decode.d0.loss_dice": 0.8956383116543293, "decode.d1.loss_cls": 0.41536493226885796, "decode.d1.loss_mask": 0.4604341216385365, "decode.d1.loss_dice": 0.8378397673368454, "decode.d2.loss_cls": 0.42405998557806013, "decode.d2.loss_mask": 0.43416413813829424, "decode.d2.loss_dice": 0.7979330480098724, "decode.d3.loss_cls": 0.34525310769677164, "decode.d3.loss_mask": 0.43852975592017174, "decode.d3.loss_dice": 0.7861677177250386, "decode.d4.loss_cls": 0.3374133601784706, "decode.d4.loss_mask": 0.4118039183318615, "decode.d4.loss_dice": 0.7610328286886215, "decode.d5.loss_cls": 0.31589550748467443, "decode.d5.loss_mask": 0.41120073273777963, "decode.d5.loss_dice": 0.7458077996969223, "decode.d6.loss_cls": 0.34863436594605446, "decode.d6.loss_mask": 0.41486373320221903, "decode.d6.loss_dice": 0.7505928084254265, "decode.d7.loss_cls": 0.31554629653692245, "decode.d7.loss_mask": 0.416962257027626, "decode.d7.loss_dice": 0.7662783205509186, "decode.d8.loss_cls": 0.285645161755383, "decode.d8.loss_mask": 0.41356910318136214, "decode.d8.loss_dice": 0.7536694057285785, "time": 0.5377479314804077, "memory": 7225, "step": 156100}
{"lr": 3.493084688602891e-07, "data_time": 0.00945453643798828, "grad_norm": 88.01093673706055, "loss": 23.697239875793457, "decode.loss_cls": 0.3028545565903187, "decode.loss_mask": 0.735842353105545, "decode.loss_dice": 0.9467846482992173, "decode.d0.loss_cls": 2.3356647849082948, "decode.d0.loss_mask": 0.8415705114603043, "decode.d0.loss_dice": 1.1667065501213074, "decode.d1.loss_cls": 0.7538626596331597, "decode.d1.loss_mask": 0.7842841506004333, "decode.d1.loss_dice": 1.0546456724405289, "decode.d2.loss_cls": 0.5447566211223602, "decode.d2.loss_mask": 0.7635295897722244, "decode.d2.loss_dice": 1.0154333412647247, "decode.d3.loss_cls": 0.4373561397194862, "decode.d3.loss_mask": 0.7666319817304611, "decode.d3.loss_dice": 0.9961594343185425, "decode.d4.loss_cls": 0.35763885378837584, "decode.d4.loss_mask": 0.7520047307014466, "decode.d4.loss_dice": 0.9618092685937881, "decode.d5.loss_cls": 0.3778257444500923, "decode.d5.loss_mask": 0.7315447121858597, "decode.d5.loss_dice": 0.9816823244094849, "decode.d6.loss_cls": 0.35234823673963545, "decode.d6.loss_mask": 0.7234074354171753, "decode.d6.loss_dice": 0.9807701826095581, "decode.d7.loss_cls": 0.32442944720387457, "decode.d7.loss_mask": 0.7385507464408875, "decode.d7.loss_dice": 0.9748183578252793, "decode.d8.loss_cls": 0.31826388761401175, "decode.d8.loss_mask": 0.7241635233163833, "decode.d8.loss_dice": 0.9518989443778991, "time": 0.5382759809494019, "memory": 7198, "step": 156150}
{"lr": 3.452229787035291e-07, "data_time": 0.009405159950256347, "grad_norm": 94.46575546264648, "loss": 22.653395557403563, "decode.loss_cls": 0.26965728886425494, "decode.loss_mask": 0.6613955199718475, "decode.loss_dice": 1.0326317727565766, "decode.d0.loss_cls": 2.1694396257400514, "decode.d0.loss_mask": 0.6974970772862434, "decode.d0.loss_dice": 1.182765966653824, "decode.d1.loss_cls": 0.5506157346069813, "decode.d1.loss_mask": 0.6792757108807563, "decode.d1.loss_dice": 1.1144383668899536, "decode.d2.loss_cls": 0.5254241250455379, "decode.d2.loss_mask": 0.6622411459684372, "decode.d2.loss_dice": 1.0522657871246337, "decode.d3.loss_cls": 0.3808275394141674, "decode.d3.loss_mask": 0.6611715584993363, "decode.d3.loss_dice": 1.0257084727287293, "decode.d4.loss_cls": 0.3719534121453762, "decode.d4.loss_mask": 0.649722746014595, "decode.d4.loss_dice": 1.0264354556798936, "decode.d5.loss_cls": 0.3382816053926945, "decode.d5.loss_mask": 0.6405859917402268, "decode.d5.loss_dice": 0.9927468359470367, "decode.d6.loss_cls": 0.341451645642519, "decode.d6.loss_mask": 0.6449681416153907, "decode.d6.loss_dice": 1.0448750436306, "decode.d7.loss_cls": 0.2888005807995796, "decode.d7.loss_mask": 0.6633826211094856, "decode.d7.loss_dice": 1.022675734758377, "decode.d8.loss_cls": 0.280738827586174, "decode.d8.loss_mask": 0.6605095982551574, "decode.d8.loss_dice": 1.0209115326404572, "time": 0.5388517618179322, "memory": 7209, "step": 156200}
{"lr": 3.411321092005694e-07, "data_time": 0.009447145462036132, "grad_norm": 76.99297637939453, "loss": 23.438040733337402, "decode.loss_cls": 0.4871455654501915, "decode.loss_mask": 0.6321464210748673, "decode.loss_dice": 0.9093767881393433, "decode.d0.loss_cls": 1.9452625274658204, "decode.d0.loss_mask": 0.7726077139377594, "decode.d0.loss_dice": 1.2491744101047515, "decode.d1.loss_cls": 0.6903635531663894, "decode.d1.loss_mask": 0.7045854091644287, "decode.d1.loss_dice": 1.0482941448688508, "decode.d2.loss_cls": 0.639520138502121, "decode.d2.loss_mask": 0.6648546874523162, "decode.d2.loss_dice": 1.0021443396806717, "decode.d3.loss_cls": 0.5820733830332756, "decode.d3.loss_mask": 0.6560595452785491, "decode.d3.loss_dice": 0.9989088833332062, "decode.d4.loss_cls": 0.5563853532075882, "decode.d4.loss_mask": 0.6555046319961548, "decode.d4.loss_dice": 0.9639243900775909, "decode.d5.loss_cls": 0.5336114048957825, "decode.d5.loss_mask": 0.6388388812541962, "decode.d5.loss_dice": 0.98114133477211, "decode.d6.loss_cls": 0.5271102026104927, "decode.d6.loss_mask": 0.6315286874771118, "decode.d6.loss_dice": 0.9227184414863586, "decode.d7.loss_cls": 0.4805231988430023, "decode.d7.loss_mask": 0.6389716863632202, "decode.d7.loss_dice": 0.9309254854917526, "decode.d8.loss_cls": 0.43876742869615554, "decode.d8.loss_mask": 0.6358353555202484, "decode.d8.loss_dice": 0.919738307595253, "time": 0.5606244802474976, "memory": 7236, "step": 156250}
{"lr": 3.3703578139705967e-07, "data_time": 0.009668827056884766, "grad_norm": 90.80403327941895, "loss": 18.24808759689331, "decode.loss_cls": 0.28250110149383545, "decode.loss_mask": 0.5342184901237488, "decode.loss_dice": 0.722016441822052, "decode.d0.loss_cls": 1.8732970297336577, "decode.d0.loss_mask": 0.6228412032127381, "decode.d0.loss_dice": 0.9295755535364151, "decode.d1.loss_cls": 0.5239324569702148, "decode.d1.loss_mask": 0.551394471526146, "decode.d1.loss_dice": 0.7487492978572845, "decode.d2.loss_cls": 0.5015072718262672, "decode.d2.loss_mask": 0.5367277443408967, "decode.d2.loss_dice": 0.7425454020500183, "decode.d3.loss_cls": 0.4374696478247643, "decode.d3.loss_mask": 0.5353798896074295, "decode.d3.loss_dice": 0.7185284584760666, "decode.d4.loss_cls": 0.3984113834798336, "decode.d4.loss_mask": 0.5261854708194733, "decode.d4.loss_dice": 0.7196485996246338, "decode.d5.loss_cls": 0.36683407723903655, "decode.d5.loss_mask": 0.5196516990661622, "decode.d5.loss_dice": 0.7009960144758225, "decode.d6.loss_cls": 0.34487475380301474, "decode.d6.loss_mask": 0.5335646659135819, "decode.d6.loss_dice": 0.7114732563495636, "decode.d7.loss_cls": 0.3346714094281197, "decode.d7.loss_mask": 0.5390334188938141, "decode.d7.loss_dice": 0.7228028506040574, "decode.d8.loss_cls": 0.3104021720588207, "decode.d8.loss_mask": 0.5341928958892822, "decode.d8.loss_dice": 0.7246610522270203, "time": 0.5382741928100586, "memory": 7297, "step": 156300}
{"lr": 3.329339140963393e-07, "data_time": 0.009092974662780761, "grad_norm": 76.2401237487793, "loss": 24.03797330856323, "decode.loss_cls": 0.4819693945348263, "decode.loss_mask": 0.5422095373272896, "decode.loss_dice": 1.1259223908185958, "decode.d0.loss_cls": 2.268729507923126, "decode.d0.loss_mask": 0.6313903003931045, "decode.d0.loss_dice": 1.3100331753492356, "decode.d1.loss_cls": 0.6628899320960044, "decode.d1.loss_mask": 0.5910023659467697, "decode.d1.loss_dice": 1.1957464411854744, "decode.d2.loss_cls": 0.5762544125318527, "decode.d2.loss_mask": 0.5784580864012241, "decode.d2.loss_dice": 1.165321883559227, "decode.d3.loss_cls": 0.5769011110067368, "decode.d3.loss_mask": 0.5520588748157025, "decode.d3.loss_dice": 1.1203284934163094, "decode.d4.loss_cls": 0.4527388297021389, "decode.d4.loss_mask": 0.5575607016682624, "decode.d4.loss_dice": 1.1071873500943183, "decode.d5.loss_cls": 0.49470177888870237, "decode.d5.loss_mask": 0.5402408957481384, "decode.d5.loss_dice": 1.0985613837838173, "decode.d6.loss_cls": 0.5045708067715168, "decode.d6.loss_mask": 0.5495008535683155, "decode.d6.loss_dice": 1.1347753450274467, "decode.d7.loss_cls": 0.44603569954633715, "decode.d7.loss_mask": 0.5394071906805038, "decode.d7.loss_dice": 1.1266904011368752, "decode.d8.loss_cls": 0.45347403213381765, "decode.d8.loss_mask": 0.5346451714634896, "decode.d8.loss_dice": 1.11866734623909, "time": 0.5663330316543579, "memory": 7233, "step": 156350}
{"lr": 3.288264237641405e-07, "data_time": 0.009241557121276856, "grad_norm": 90.26422271728515, "loss": 23.324647235870362, "decode.loss_cls": 0.449625363945961, "decode.loss_mask": 0.5852462872862816, "decode.loss_dice": 0.9332382291555404, "decode.d0.loss_cls": 2.4225021600723267, "decode.d0.loss_mask": 0.6402583718299866, "decode.d0.loss_dice": 1.128556454181671, "decode.d1.loss_cls": 0.7714619219303132, "decode.d1.loss_mask": 0.6519847601652146, "decode.d1.loss_dice": 1.0237751334905625, "decode.d2.loss_cls": 0.6663053005933761, "decode.d2.loss_mask": 0.6380503475666046, "decode.d2.loss_dice": 1.0207212835550308, "decode.d3.loss_cls": 0.6024085253477096, "decode.d3.loss_mask": 0.6327454447746277, "decode.d3.loss_dice": 0.9965124696493148, "decode.d4.loss_cls": 0.5467693492770195, "decode.d4.loss_mask": 0.6124824449419976, "decode.d4.loss_dice": 0.983524614572525, "decode.d5.loss_cls": 0.43967023491859436, "decode.d5.loss_mask": 0.6119645088911057, "decode.d5.loss_dice": 0.9894853800535202, "decode.d6.loss_cls": 0.49394035190343855, "decode.d6.loss_mask": 0.5714945957064629, "decode.d6.loss_dice": 0.9641332507133484, "decode.d7.loss_cls": 0.4283758722245693, "decode.d7.loss_mask": 0.5738038450479508, "decode.d7.loss_dice": 0.9447786629199981, "decode.d8.loss_cls": 0.4729161784052849, "decode.d8.loss_mask": 0.5848961934447289, "decode.d8.loss_dice": 0.9430203586816788, "time": 0.5378865957260132, "memory": 7228, "step": 156400}
{"lr": 3.2471322442785783e-07, "data_time": 0.009624433517456055, "grad_norm": 86.7285312652588, "loss": 19.630758380889894, "decode.loss_cls": 0.26185647696256636, "decode.loss_mask": 0.5348720788955689, "decode.loss_dice": 0.9153919726610183, "decode.d0.loss_cls": 1.9156177997589112, "decode.d0.loss_mask": 0.6216087371110917, "decode.d0.loss_dice": 1.0443420171737672, "decode.d1.loss_cls": 0.4293008342385292, "decode.d1.loss_mask": 0.5370014637708664, "decode.d1.loss_dice": 0.9396739318966866, "decode.d2.loss_cls": 0.38418619260191916, "decode.d2.loss_mask": 0.5566498905420303, "decode.d2.loss_dice": 0.959070973098278, "decode.d3.loss_cls": 0.3685365077108145, "decode.d3.loss_mask": 0.5383587032556534, "decode.d3.loss_dice": 0.9213713601231575, "decode.d4.loss_cls": 0.3136458616703749, "decode.d4.loss_mask": 0.547497883439064, "decode.d4.loss_dice": 0.9207423254847527, "decode.d5.loss_cls": 0.31023374013602734, "decode.d5.loss_mask": 0.5382131934165955, "decode.d5.loss_dice": 0.8873189792037011, "decode.d6.loss_cls": 0.3080019224435091, "decode.d6.loss_mask": 0.5360813587903976, "decode.d6.loss_dice": 0.9272068545222283, "decode.d7.loss_cls": 0.2732580479234457, "decode.d7.loss_mask": 0.5331705063581467, "decode.d7.loss_dice": 0.9159907132387162, "decode.d8.loss_cls": 0.253802390396595, "decode.d8.loss_mask": 0.5277714699506759, "decode.d8.loss_dice": 0.9099834203720093, "time": 0.53729248046875, "memory": 7227, "step": 156450}
{"lr": 3.205942275699976e-07, "data_time": 0.009575676918029786, "grad_norm": 86.8808464050293, "loss": 17.6177937746048, "decode.loss_cls": 0.30917935743927955, "decode.loss_mask": 0.5001298278570175, "decode.loss_dice": 0.7384492471814156, "decode.d0.loss_cls": 1.8909335136413574, "decode.d0.loss_mask": 0.5603592425584794, "decode.d0.loss_dice": 0.8634198859333992, "decode.d1.loss_cls": 0.4199750781059265, "decode.d1.loss_mask": 0.5196411713957787, "decode.d1.loss_dice": 0.7644449703395366, "decode.d2.loss_cls": 0.3586331117898226, "decode.d2.loss_mask": 0.5313432887196541, "decode.d2.loss_dice": 0.7852623589336872, "decode.d3.loss_cls": 0.3825321579352021, "decode.d3.loss_mask": 0.5072498083114624, "decode.d3.loss_dice": 0.7259977459907532, "decode.d4.loss_cls": 0.34444938153028487, "decode.d4.loss_mask": 0.5019502595067025, "decode.d4.loss_dice": 0.7374528087675571, "decode.d5.loss_cls": 0.32999285515397786, "decode.d5.loss_mask": 0.5020598158240318, "decode.d5.loss_dice": 0.7468846172094346, "decode.d6.loss_cls": 0.289604090154171, "decode.d6.loss_mask": 0.5019063547253608, "decode.d6.loss_dice": 0.7376351051032544, "decode.d7.loss_cls": 0.27459467519074676, "decode.d7.loss_mask": 0.5063737273216248, "decode.d7.loss_dice": 0.7411716312170029, "decode.d8.loss_cls": 0.2963682351633906, "decode.d8.loss_mask": 0.5048675075173378, "decode.d8.loss_dice": 0.744930999726057, "time": 0.5386424779891967, "memory": 7233, "step": 156500}
{"lr": 3.164693420153805e-07, "data_time": 0.009682369232177735, "grad_norm": 75.49610023498535, "loss": 22.61139049530029, "decode.loss_cls": 0.4840964190661907, "decode.loss_mask": 0.624383008480072, "decode.loss_dice": 0.9020426332950592, "decode.d0.loss_cls": 2.223974084854126, "decode.d0.loss_mask": 0.7250955730676651, "decode.d0.loss_dice": 1.0455377042293548, "decode.d1.loss_cls": 0.6714779913425446, "decode.d1.loss_mask": 0.6480788230895996, "decode.d1.loss_dice": 0.957516747713089, "decode.d2.loss_cls": 0.5791943214833737, "decode.d2.loss_mask": 0.6323367059230804, "decode.d2.loss_dice": 0.92970230281353, "decode.d3.loss_cls": 0.518288767337799, "decode.d3.loss_mask": 0.6471251100301743, "decode.d3.loss_dice": 0.9167571932077407, "decode.d4.loss_cls": 0.49530068337917327, "decode.d4.loss_mask": 0.6321685582399368, "decode.d4.loss_dice": 0.9210515499114991, "decode.d5.loss_cls": 0.495451121032238, "decode.d5.loss_mask": 0.6088265240192413, "decode.d5.loss_dice": 0.9033313930034638, "decode.d6.loss_cls": 0.492389115691185, "decode.d6.loss_mask": 0.6252048760652542, "decode.d6.loss_dice": 0.9147041320800782, "decode.d7.loss_cls": 0.4791610069572926, "decode.d7.loss_mask": 0.6208199560642242, "decode.d7.loss_dice": 0.9040036916732788, "decode.d8.loss_cls": 0.4856507651507854, "decode.d8.loss_mask": 0.6259904742240906, "decode.d8.loss_dice": 0.9017284840345383, "time": 0.5383865594863891, "memory": 7209, "step": 156550}
{"lr": 3.1233847381163573e-07, "data_time": 0.009266853332519531, "grad_norm": 82.3244728088379, "loss": 21.326312923431395, "decode.loss_cls": 0.26457353942096234, "decode.loss_mask": 0.646004992723465, "decode.loss_dice": 0.9124466776847839, "decode.d0.loss_cls": 2.284200978279114, "decode.d0.loss_mask": 0.7604820102453231, "decode.d0.loss_dice": 1.0797676205635072, "decode.d1.loss_cls": 0.5086340755224228, "decode.d1.loss_mask": 0.7095088273286819, "decode.d1.loss_dice": 1.0005597233772279, "decode.d2.loss_cls": 0.3892166569828987, "decode.d2.loss_mask": 0.6673997491598129, "decode.d2.loss_dice": 0.9379269003868103, "decode.d3.loss_cls": 0.3754359893500805, "decode.d3.loss_mask": 0.6553774356842041, "decode.d3.loss_dice": 0.9068225264549256, "decode.d4.loss_cls": 0.3110277257859707, "decode.d4.loss_mask": 0.6508136779069901, "decode.d4.loss_dice": 0.9106931805610656, "decode.d5.loss_cls": 0.3139591127634048, "decode.d5.loss_mask": 0.6513648569583893, "decode.d5.loss_dice": 0.909134429693222, "decode.d6.loss_cls": 0.2766744401305914, "decode.d6.loss_mask": 0.6504038959741593, "decode.d6.loss_dice": 0.9173815310001373, "decode.d7.loss_cls": 0.27156483195722103, "decode.d7.loss_mask": 0.6442723512649536, "decode.d7.loss_dice": 0.8709460258483886, "decode.d8.loss_cls": 0.2826942473649979, "decode.d8.loss_mask": 0.6516165107488632, "decode.d8.loss_dice": 0.9154088199138641, "time": 0.5351301670074463, "memory": 7256, "step": 156600}
{"lr": 3.0820152610248283e-07, "data_time": 0.0096207857131958, "grad_norm": 93.52008590698242, "loss": 22.931520843505858, "decode.loss_cls": 0.4115342453122139, "decode.loss_mask": 0.5938894614577294, "decode.loss_dice": 0.9277029156684875, "decode.d0.loss_cls": 2.327345681190491, "decode.d0.loss_mask": 0.7040568202733993, "decode.d0.loss_dice": 1.1657909601926804, "decode.d1.loss_cls": 0.6723383113741874, "decode.d1.loss_mask": 0.6610147178173065, "decode.d1.loss_dice": 1.0626214146614075, "decode.d2.loss_cls": 0.5893869794905185, "decode.d2.loss_mask": 0.6137479558587075, "decode.d2.loss_dice": 1.0208935856819152, "decode.d3.loss_cls": 0.5409382306039333, "decode.d3.loss_mask": 0.6040258169174194, "decode.d3.loss_dice": 0.9555510371923447, "decode.d4.loss_cls": 0.5011341005563736, "decode.d4.loss_mask": 0.6029430329799652, "decode.d4.loss_dice": 0.9642490953207016, "decode.d5.loss_cls": 0.48794120773673055, "decode.d5.loss_mask": 0.6058683782815933, "decode.d5.loss_dice": 0.9877644360065461, "decode.d6.loss_cls": 0.46702113151550295, "decode.d6.loss_mask": 0.5933149829506874, "decode.d6.loss_dice": 0.9404147744178772, "decode.d7.loss_cls": 0.45231499522924423, "decode.d7.loss_mask": 0.5956778556108475, "decode.d7.loss_dice": 0.9526234060525894, "decode.d8.loss_cls": 0.4279377907514572, "decode.d8.loss_mask": 0.5879078701138496, "decode.d8.loss_dice": 0.9135687291622162, "time": 0.5389715671539307, "memory": 7231, "step": 156650}
{"lr": 3.040583989932533e-07, "data_time": 0.009614324569702149, "grad_norm": 86.53625259399413, "loss": 16.69730806350708, "decode.loss_cls": 0.2978679742664099, "decode.loss_mask": 0.4687467709183693, "decode.loss_dice": 0.704931914806366, "decode.d0.loss_cls": 1.7366774380207062, "decode.d0.loss_mask": 0.5369993954896927, "decode.d0.loss_dice": 0.8015612736344337, "decode.d1.loss_cls": 0.37624652236700057, "decode.d1.loss_mask": 0.49735735058784486, "decode.d1.loss_dice": 0.7477407947182655, "decode.d2.loss_cls": 0.35638688653707506, "decode.d2.loss_mask": 0.49399449229240416, "decode.d2.loss_dice": 0.7258407220244407, "decode.d3.loss_cls": 0.3360155913978815, "decode.d3.loss_mask": 0.49676062613725663, "decode.d3.loss_dice": 0.7307103708386421, "decode.d4.loss_cls": 0.3463419906795025, "decode.d4.loss_mask": 0.47002443075180056, "decode.d4.loss_dice": 0.6951352104544639, "decode.d5.loss_cls": 0.29610855132341385, "decode.d5.loss_mask": 0.479951348900795, "decode.d5.loss_dice": 0.7242408573627472, "decode.d6.loss_cls": 0.2669861789792776, "decode.d6.loss_mask": 0.48991927206516267, "decode.d6.loss_dice": 0.7021934062242507, "decode.d7.loss_cls": 0.28817022740840914, "decode.d7.loss_mask": 0.4732802420854568, "decode.d7.loss_dice": 0.7151337757706642, "decode.d8.loss_cls": 0.3008614905178547, "decode.d8.loss_mask": 0.4626362755894661, "decode.d8.loss_dice": 0.6784863695502281, "time": 0.5372965335845947, "memory": 7223, "step": 156700}
{"lr": 2.999089894080478e-07, "data_time": 0.009337091445922851, "grad_norm": 106.64645919799804, "loss": 19.185243320465087, "decode.loss_cls": 0.21703940704464914, "decode.loss_mask": 0.6229221045970916, "decode.loss_dice": 0.8173062175512313, "decode.d0.loss_cls": 1.800643128156662, "decode.d0.loss_mask": 0.6818459808826447, "decode.d0.loss_dice": 0.885054212808609, "decode.d1.loss_cls": 0.4268165148794651, "decode.d1.loss_mask": 0.6390647619962693, "decode.d1.loss_dice": 0.8726321011781693, "decode.d2.loss_cls": 0.3609717279672623, "decode.d2.loss_mask": 0.6257104724645615, "decode.d2.loss_dice": 0.8729304581880569, "decode.d3.loss_cls": 0.3073921509087086, "decode.d3.loss_mask": 0.6395705461502075, "decode.d3.loss_dice": 0.8746855765581131, "decode.d4.loss_cls": 0.27107204124331474, "decode.d4.loss_mask": 0.6313744813203812, "decode.d4.loss_dice": 0.8612594097852707, "decode.d5.loss_cls": 0.25661185197532177, "decode.d5.loss_mask": 0.6244287550449371, "decode.d5.loss_dice": 0.8640398800373077, "decode.d6.loss_cls": 0.24801528230309486, "decode.d6.loss_mask": 0.6149710267782211, "decode.d6.loss_dice": 0.8040607273578644, "decode.d7.loss_cls": 0.22908068522810937, "decode.d7.loss_mask": 0.626868724822998, "decode.d7.loss_dice": 0.8248030811548233, "decode.d8.loss_cls": 0.22691277079284192, "decode.d8.loss_mask": 0.6269573092460632, "decode.d8.loss_dice": 0.8302021145820617, "time": 0.5391972303390503, "memory": 7215, "step": 156750}
{"lr": 2.9575319093787804e-07, "data_time": 0.00960230827331543, "grad_norm": 76.16663398742676, "loss": 19.044417095184325, "decode.loss_cls": 0.30734687820076945, "decode.loss_mask": 0.513087609410286, "decode.loss_dice": 0.8081574410200119, "decode.d0.loss_cls": 2.132859778404236, "decode.d0.loss_mask": 0.5927944540977478, "decode.d0.loss_dice": 0.9242587447166443, "decode.d1.loss_cls": 0.4998420476913452, "decode.d1.loss_mask": 0.5366839200258255, "decode.d1.loss_dice": 0.8530908942222595, "decode.d2.loss_cls": 0.5105962574481964, "decode.d2.loss_mask": 0.5444973766803741, "decode.d2.loss_dice": 0.8217958182096481, "decode.d3.loss_cls": 0.367850586771965, "decode.d3.loss_mask": 0.5241413116455078, "decode.d3.loss_dice": 0.8187232688069344, "decode.d4.loss_cls": 0.31989176869392394, "decode.d4.loss_mask": 0.5215240895748139, "decode.d4.loss_dice": 0.8264531493186951, "decode.d5.loss_cls": 0.34601190239191054, "decode.d5.loss_mask": 0.5100370496511459, "decode.d5.loss_dice": 0.8236778646707534, "decode.d6.loss_cls": 0.33064850568771365, "decode.d6.loss_mask": 0.5122014582157135, "decode.d6.loss_dice": 0.8322870388627053, "decode.d7.loss_cls": 0.3236588962376118, "decode.d7.loss_mask": 0.5106070160865783, "decode.d7.loss_dice": 0.8047312781214714, "decode.d8.loss_cls": 0.29728671759366987, "decode.d8.loss_mask": 0.5156797438859939, "decode.d8.loss_dice": 0.8139940068125725, "time": 0.5379121780395508, "memory": 7245, "step": 156800}
{"lr": 2.915908936790676e-07, "data_time": 0.009771585464477539, "grad_norm": 106.7972282409668, "loss": 20.21240577697754, "decode.loss_cls": 0.34119625892490146, "decode.loss_mask": 0.6121417939662933, "decode.loss_dice": 0.7708553522825241, "decode.d0.loss_cls": 2.1200639724731447, "decode.d0.loss_mask": 0.6990611523389816, "decode.d0.loss_dice": 0.9364794611930847, "decode.d1.loss_cls": 0.49251416474580767, "decode.d1.loss_mask": 0.6934594452381134, "decode.d1.loss_dice": 0.8668574213981628, "decode.d2.loss_cls": 0.45798654556274415, "decode.d2.loss_mask": 0.6549476981163025, "decode.d2.loss_dice": 0.8156901866197586, "decode.d3.loss_cls": 0.46247950494289397, "decode.d3.loss_mask": 0.6243220269680023, "decode.d3.loss_dice": 0.7724788397550583, "decode.d4.loss_cls": 0.4257522724568844, "decode.d4.loss_mask": 0.6229959666728974, "decode.d4.loss_dice": 0.7741124272346497, "decode.d5.loss_cls": 0.35399905890226363, "decode.d5.loss_mask": 0.6346540242433548, "decode.d5.loss_dice": 0.7928163290023804, "decode.d6.loss_cls": 0.40957663357257845, "decode.d6.loss_mask": 0.6135210186243057, "decode.d6.loss_dice": 0.7697340309619903, "decode.d7.loss_cls": 0.3955065621063113, "decode.d7.loss_mask": 0.60800019800663, "decode.d7.loss_dice": 0.7591501206159592, "decode.d8.loss_cls": 0.3446023175492883, "decode.d8.loss_mask": 0.6126487344503403, "decode.d8.loss_dice": 0.7748021572828293, "time": 0.5383723020553589, "memory": 7277, "step": 156850}
{"lr": 2.8742198406112795e-07, "data_time": 0.009542155265808105, "grad_norm": 77.53137855529785, "loss": 18.673546886444093, "decode.loss_cls": 0.24509688541293145, "decode.loss_mask": 0.587550812959671, "decode.loss_dice": 0.7924443781375885, "decode.d0.loss_cls": 1.8226955890655518, "decode.d0.loss_mask": 0.6541552275419236, "decode.d0.loss_dice": 0.9453896045684814, "decode.d1.loss_cls": 0.4345996007323265, "decode.d1.loss_mask": 0.601800200343132, "decode.d1.loss_dice": 0.8606334835290909, "decode.d2.loss_cls": 0.34130530804395676, "decode.d2.loss_mask": 0.5944480419158935, "decode.d2.loss_dice": 0.8273239612579346, "decode.d3.loss_cls": 0.36839636862277986, "decode.d3.loss_mask": 0.5800965785980224, "decode.d3.loss_dice": 0.795688709616661, "decode.d4.loss_cls": 0.2882485032081604, "decode.d4.loss_mask": 0.5854782134294509, "decode.d4.loss_dice": 0.8100499421358108, "decode.d5.loss_cls": 0.29364339262247086, "decode.d5.loss_mask": 0.5865073084831238, "decode.d5.loss_dice": 0.8043308049440384, "decode.d6.loss_cls": 0.26634116768836974, "decode.d6.loss_mask": 0.5748957395553589, "decode.d6.loss_dice": 0.7928512424230576, "decode.d7.loss_cls": 0.21675967872142793, "decode.d7.loss_mask": 0.5867106080055237, "decode.d7.loss_dice": 0.8107555210590363, "decode.d8.loss_cls": 0.20224445685744286, "decode.d8.loss_mask": 0.5870385199785233, "decode.d8.loss_dice": 0.8160673320293427, "time": 0.5622759342193604, "memory": 7188, "step": 156900}
{"lr": 2.832463446632386e-07, "data_time": 0.009534096717834473, "grad_norm": 84.86332855224609, "loss": 17.64014549255371, "decode.loss_cls": 0.2928624600172043, "decode.loss_mask": 0.5533420339226722, "decode.loss_dice": 0.6427258372306823, "decode.d0.loss_cls": 2.0222386360168456, "decode.d0.loss_mask": 0.6504544287919998, "decode.d0.loss_dice": 0.8459832340478897, "decode.d1.loss_cls": 0.45620838552713394, "decode.d1.loss_mask": 0.5834652155637741, "decode.d1.loss_dice": 0.7375497877597809, "decode.d2.loss_cls": 0.3537431798875332, "decode.d2.loss_mask": 0.5942341282963752, "decode.d2.loss_dice": 0.7254385828971863, "decode.d3.loss_cls": 0.3613732554018497, "decode.d3.loss_mask": 0.5562271073460578, "decode.d3.loss_dice": 0.6734882086515427, "decode.d4.loss_cls": 0.3653380129486322, "decode.d4.loss_mask": 0.5599955886602401, "decode.d4.loss_dice": 0.6677685990929604, "decode.d5.loss_cls": 0.32285362323746086, "decode.d5.loss_mask": 0.5466491937637329, "decode.d5.loss_dice": 0.6541553571820259, "decode.d6.loss_cls": 0.317212840821594, "decode.d6.loss_mask": 0.5545558676123619, "decode.d6.loss_dice": 0.6525118350982666, "decode.d7.loss_cls": 0.2783531477674842, "decode.d7.loss_mask": 0.5439915582537651, "decode.d7.loss_dice": 0.6448174312710762, "decode.d8.loss_cls": 0.2974820673465729, "decode.d8.loss_mask": 0.5400541305541993, "decode.d8.loss_dice": 0.6450714528560638, "time": 0.5356840848922729, "memory": 7246, "step": 156950}
{"lr": 2.790638540183817e-07, "data_time": 0.009491920471191406, "grad_norm": 78.3296615600586, "loss": 18.316608428955078, "decode.loss_cls": 0.2257825242355466, "decode.loss_mask": 0.5168645769357681, "decode.loss_dice": 0.817814439535141, "decode.d0.loss_cls": 1.8618922114372254, "decode.d0.loss_mask": 0.605090656876564, "decode.d0.loss_dice": 0.9462390422821045, "decode.d1.loss_cls": 0.39008424431085587, "decode.d1.loss_mask": 0.576880219578743, "decode.d1.loss_dice": 0.9004971861839295, "decode.d2.loss_cls": 0.31561817303299905, "decode.d2.loss_mask": 0.5740081042051315, "decode.d2.loss_dice": 0.8542398750782013, "decode.d3.loss_cls": 0.2756078984588385, "decode.d3.loss_mask": 0.5734116584062576, "decode.d3.loss_dice": 0.8499477863311767, "decode.d4.loss_cls": 0.270235051214695, "decode.d4.loss_mask": 0.5453996419906616, "decode.d4.loss_dice": 0.8401086390018463, "decode.d5.loss_cls": 0.2848825164139271, "decode.d5.loss_mask": 0.515642049908638, "decode.d5.loss_dice": 0.814035427570343, "decode.d6.loss_cls": 0.2811685010790825, "decode.d6.loss_mask": 0.521732234954834, "decode.d6.loss_dice": 0.8016726255416871, "decode.d7.loss_cls": 0.2559121731668711, "decode.d7.loss_mask": 0.5162052065134048, "decode.d7.loss_dice": 0.8132744163274765, "decode.d8.loss_cls": 0.23186088856309653, "decode.d8.loss_mask": 0.5161032646894455, "decode.d8.loss_dice": 0.8243971049785614, "time": 0.5377228736877442, "memory": 7242, "step": 157000}
{"lr": 2.748743864040762e-07, "data_time": 0.009636855125427246, "grad_norm": 93.53288269042969, "loss": 22.941794681549073, "decode.loss_cls": 0.3495746336877346, "decode.loss_mask": 0.8024248898029327, "decode.loss_dice": 0.9254469782114029, "decode.d0.loss_cls": 1.9955973148345947, "decode.d0.loss_mask": 0.8413407593965531, "decode.d0.loss_dice": 1.0531187176704406, "decode.d1.loss_cls": 0.5166427172720433, "decode.d1.loss_mask": 0.8062391877174377, "decode.d1.loss_dice": 0.9890708506107331, "decode.d2.loss_cls": 0.4414201132953167, "decode.d2.loss_mask": 0.7887155532836914, "decode.d2.loss_dice": 0.9373017013072967, "decode.d3.loss_cls": 0.4557430401444435, "decode.d3.loss_mask": 0.8039384663105011, "decode.d3.loss_dice": 0.9272047102451324, "decode.d4.loss_cls": 0.3583742707967758, "decode.d4.loss_mask": 0.7941894978284836, "decode.d4.loss_dice": 0.9439223796129227, "decode.d5.loss_cls": 0.3657451130449772, "decode.d5.loss_mask": 0.8047129422426224, "decode.d5.loss_dice": 0.9183324784040451, "decode.d6.loss_cls": 0.33882186859846114, "decode.d6.loss_mask": 0.7967553734779358, "decode.d6.loss_dice": 0.9062621831893921, "decode.d7.loss_cls": 0.33267016895115376, "decode.d7.loss_mask": 0.78953937292099, "decode.d7.loss_dice": 0.9037306278944015, "decode.d8.loss_cls": 0.3404015861451626, "decode.d8.loss_mask": 0.7982325732707978, "decode.d8.loss_dice": 0.9163248717784882, "time": 0.5367951631546021, "memory": 7200, "step": 157050}
{"lr": 2.7067781161855633e-07, "data_time": 0.009420561790466308, "grad_norm": 84.99199714660645, "loss": 23.883291244506836, "decode.loss_cls": 0.5099705070257187, "decode.loss_mask": 0.482003253698349, "decode.loss_dice": 1.0208918303251266, "decode.d0.loss_cls": 2.2742687940597532, "decode.d0.loss_mask": 0.5864656269550323, "decode.d0.loss_dice": 1.2752994447946548, "decode.d1.loss_cls": 0.8118174612522125, "decode.d1.loss_mask": 0.5510240107774734, "decode.d1.loss_dice": 1.210743698477745, "decode.d2.loss_cls": 0.7454573079943657, "decode.d2.loss_mask": 0.5247310876846314, "decode.d2.loss_dice": 1.1371013462543487, "decode.d3.loss_cls": 0.6479170218110084, "decode.d3.loss_mask": 0.5286920085549355, "decode.d3.loss_dice": 1.085720956325531, "decode.d4.loss_cls": 0.6024052307009697, "decode.d4.loss_mask": 0.523028701543808, "decode.d4.loss_dice": 1.0878726184368133, "decode.d5.loss_cls": 0.5537490531802177, "decode.d5.loss_mask": 0.5108237728476525, "decode.d5.loss_dice": 1.0569296538829804, "decode.d6.loss_cls": 0.5621300894767046, "decode.d6.loss_mask": 0.4875901401042938, "decode.d6.loss_dice": 1.0263547390699386, "decode.d7.loss_cls": 0.5137189652770757, "decode.d7.loss_mask": 0.49182708710432055, "decode.d7.loss_dice": 1.0319062173366547, "decode.d8.loss_cls": 0.5531149201095105, "decode.d8.loss_mask": 0.486047288775444, "decode.d8.loss_dice": 1.0036902338266374, "time": 0.5625562906265259, "memory": 7206, "step": 157100}
{"lr": 2.6647399474110874e-07, "data_time": 0.009366130828857422, "grad_norm": 73.79857902526855, "loss": 16.073056840896605, "decode.loss_cls": 0.3678496768698096, "decode.loss_mask": 0.37517468482255933, "decode.loss_dice": 0.6816489309072494, "decode.d0.loss_cls": 1.9243087410926818, "decode.d0.loss_mask": 0.45343141108751295, "decode.d0.loss_dice": 0.7847888171672821, "decode.d1.loss_cls": 0.48630564361810685, "decode.d1.loss_mask": 0.3792861707508564, "decode.d1.loss_dice": 0.7046701848506928, "decode.d2.loss_cls": 0.4670891329646111, "decode.d2.loss_mask": 0.376314327865839, "decode.d2.loss_dice": 0.6951996251940727, "decode.d3.loss_cls": 0.4140882048755884, "decode.d3.loss_mask": 0.37448933273553847, "decode.d3.loss_dice": 0.6570089071989059, "decode.d4.loss_cls": 0.37345362044870856, "decode.d4.loss_mask": 0.3764115899801254, "decode.d4.loss_dice": 0.657339508831501, "decode.d5.loss_cls": 0.3618144003674388, "decode.d5.loss_mask": 0.3731796607375145, "decode.d5.loss_dice": 0.6571835935115814, "decode.d6.loss_cls": 0.3593822754919529, "decode.d6.loss_mask": 0.37130833268165586, "decode.d6.loss_dice": 0.65262491106987, "decode.d7.loss_cls": 0.34564255774021146, "decode.d7.loss_mask": 0.37351462692022325, "decode.d7.loss_dice": 0.6624033063650131, "decode.d8.loss_cls": 0.33916070889681577, "decode.d8.loss_mask": 0.3763176381587982, "decode.d8.loss_dice": 0.6516663610935212, "time": 0.5658708333969116, "memory": 7353, "step": 157150}
{"lr": 2.6226279587515396e-07, "data_time": 0.00944082736968994, "grad_norm": 81.84545860290527, "loss": 19.25439805984497, "decode.loss_cls": 0.31226342022418974, "decode.loss_mask": 0.6426757782697677, "decode.loss_dice": 0.7249275624752045, "decode.d0.loss_cls": 1.9226863503456115, "decode.d0.loss_mask": 0.7234202772378922, "decode.d0.loss_dice": 0.8596452325582504, "decode.d1.loss_cls": 0.4620682343840599, "decode.d1.loss_mask": 0.6725003272294998, "decode.d1.loss_dice": 0.7833557188510895, "decode.d2.loss_cls": 0.36928164064884184, "decode.d2.loss_mask": 0.6656807631254196, "decode.d2.loss_dice": 0.7689914137125016, "decode.d3.loss_cls": 0.33296496272087095, "decode.d3.loss_mask": 0.663018724322319, "decode.d3.loss_dice": 0.7762042284011841, "decode.d4.loss_cls": 0.3108355164527893, "decode.d4.loss_mask": 0.6645609706640243, "decode.d4.loss_dice": 0.7556905925273896, "decode.d5.loss_cls": 0.3089009650051594, "decode.d5.loss_mask": 0.6609752029180527, "decode.d5.loss_dice": 0.7505564153194427, "decode.d6.loss_cls": 0.30499505773186686, "decode.d6.loss_mask": 0.656330993771553, "decode.d6.loss_dice": 0.7505820721387864, "decode.d7.loss_cls": 0.2943017199635506, "decode.d7.loss_mask": 0.6539577186107636, "decode.d7.loss_dice": 0.7465439200401306, "decode.d8.loss_cls": 0.3220650389790535, "decode.d8.loss_mask": 0.651238888502121, "decode.d8.loss_dice": 0.7431788861751556, "time": 0.5340861558914185, "memory": 7202, "step": 157200}
{"lr": 2.580440698724934e-07, "data_time": 0.009222412109375, "grad_norm": 84.40590324401856, "loss": 20.56931104660034, "decode.loss_cls": 0.345125250518322, "decode.loss_mask": 0.4914156883955002, "decode.loss_dice": 0.9580691695213318, "decode.d0.loss_cls": 1.9876540064811707, "decode.d0.loss_mask": 0.5742031797766686, "decode.d0.loss_dice": 1.1254393845796584, "decode.d1.loss_cls": 0.5306566290557384, "decode.d1.loss_mask": 0.541481976211071, "decode.d1.loss_dice": 1.0330416113138199, "decode.d2.loss_cls": 0.44204723481088876, "decode.d2.loss_mask": 0.509425337612629, "decode.d2.loss_dice": 1.0121013581752778, "decode.d3.loss_cls": 0.44295638520270586, "decode.d3.loss_mask": 0.5048923105001449, "decode.d3.loss_dice": 0.9990073949098587, "decode.d4.loss_cls": 0.34238482154905797, "decode.d4.loss_mask": 0.4962843835353851, "decode.d4.loss_dice": 0.9905469834804534, "decode.d5.loss_cls": 0.37422914393246176, "decode.d5.loss_mask": 0.49288455247879026, "decode.d5.loss_dice": 0.9463035851716995, "decode.d6.loss_cls": 0.3504374507814646, "decode.d6.loss_mask": 0.4914328262209892, "decode.d6.loss_dice": 0.9538597524166107, "decode.d7.loss_cls": 0.40988605134189127, "decode.d7.loss_mask": 0.4859077200293541, "decode.d7.loss_dice": 0.9487872332334518, "decode.d8.loss_cls": 0.3365599550306797, "decode.d8.loss_mask": 0.4838867083191872, "decode.d8.loss_dice": 0.968402561545372, "time": 0.5367730140686036, "memory": 7257, "step": 157250}
{"lr": 2.5381766603697827e-07, "data_time": 0.009432291984558106, "grad_norm": 86.65118865966797, "loss": 24.410075759887697, "decode.loss_cls": 0.29978146180510523, "decode.loss_mask": 0.6829312771558762, "decode.loss_dice": 1.1320713087916374, "decode.d0.loss_cls": 2.213841199874878, "decode.d0.loss_mask": 0.7651469349861145, "decode.d0.loss_dice": 1.3569429904222488, "decode.d1.loss_cls": 0.614450016617775, "decode.d1.loss_mask": 0.7182395786046982, "decode.d1.loss_dice": 1.2397473335266114, "decode.d2.loss_cls": 0.4381845533847809, "decode.d2.loss_mask": 0.7069513589143753, "decode.d2.loss_dice": 1.2267200082540513, "decode.d3.loss_cls": 0.4060000106692314, "decode.d3.loss_mask": 0.6932866722345352, "decode.d3.loss_dice": 1.1633129954338073, "decode.d4.loss_cls": 0.3948968470096588, "decode.d4.loss_mask": 0.6898933470249176, "decode.d4.loss_dice": 1.1480005621910094, "decode.d5.loss_cls": 0.29999322108924387, "decode.d5.loss_mask": 0.7095095604658127, "decode.d5.loss_dice": 1.1621818497776986, "decode.d6.loss_cls": 0.32371386922895906, "decode.d6.loss_mask": 0.6852303951978683, "decode.d6.loss_dice": 1.1349144756793976, "decode.d7.loss_cls": 0.33515203297138213, "decode.d7.loss_mask": 0.6832918703556061, "decode.d7.loss_dice": 1.1161341100931168, "decode.d8.loss_cls": 0.29975712187588216, "decode.d8.loss_mask": 0.6655666261911393, "decode.d8.loss_dice": 1.1042326748371125, "time": 0.5349310398101806, "memory": 7284, "step": 157300}
{"lr": 2.4958342780565224e-07, "data_time": 0.009356498718261719, "grad_norm": 80.07721290588378, "loss": 18.282271671295167, "decode.loss_cls": 0.30312031134963036, "decode.loss_mask": 0.4660569131374359, "decode.loss_dice": 0.7777883350849152, "decode.d0.loss_cls": 1.983232992887497, "decode.d0.loss_mask": 0.540257740020752, "decode.d0.loss_dice": 0.950861144065857, "decode.d1.loss_cls": 0.4974719017744064, "decode.d1.loss_mask": 0.5006338119506836, "decode.d1.loss_dice": 0.8521604835987091, "decode.d2.loss_cls": 0.48628778085112573, "decode.d2.loss_mask": 0.47386192381381986, "decode.d2.loss_dice": 0.8019597649574279, "decode.d3.loss_cls": 0.42610432058572767, "decode.d3.loss_mask": 0.4618594110012054, "decode.d3.loss_dice": 0.7937950938940048, "decode.d4.loss_cls": 0.37533672377467153, "decode.d4.loss_mask": 0.4729879379272461, "decode.d4.loss_dice": 0.7816442161798477, "decode.d5.loss_cls": 0.36792691610753536, "decode.d5.loss_mask": 0.47264065146446227, "decode.d5.loss_dice": 0.7897427588701248, "decode.d6.loss_cls": 0.33932239226996896, "decode.d6.loss_mask": 0.4614902585744858, "decode.d6.loss_dice": 0.7738981187343598, "decode.d7.loss_cls": 0.3156124550849199, "decode.d7.loss_mask": 0.47308574616909027, "decode.d7.loss_dice": 0.7776860952377319, "decode.d8.loss_cls": 0.2980553850531578, "decode.d8.loss_mask": 0.47989997565746306, "decode.d8.loss_dice": 0.7874906003475189, "time": 0.5623009443283081, "memory": 7216, "step": 157350}
{"lr": 2.4534119240519725e-07, "data_time": 0.009322738647460938, "grad_norm": 90.83321723937988, "loss": 18.65064926147461, "decode.loss_cls": 0.2182394802570343, "decode.loss_mask": 0.5213381364941597, "decode.loss_dice": 0.7475929826498031, "decode.d0.loss_cls": 2.2191937923431397, "decode.d0.loss_mask": 0.6733376950025558, "decode.d0.loss_dice": 0.9143140733242034, "decode.d1.loss_cls": 0.5567599907517433, "decode.d1.loss_mask": 0.5957900956273079, "decode.d1.loss_dice": 0.8321633487939835, "decode.d2.loss_cls": 0.5170873135328293, "decode.d2.loss_mask": 0.5737077474594117, "decode.d2.loss_dice": 0.7844825744628906, "decode.d3.loss_cls": 0.4040751837193966, "decode.d3.loss_mask": 0.5307653933763504, "decode.d3.loss_dice": 0.7628003776073455, "decode.d4.loss_cls": 0.37093740701675415, "decode.d4.loss_mask": 0.5152289152145386, "decode.d4.loss_dice": 0.7550529450178146, "decode.d5.loss_cls": 0.31432483345270157, "decode.d5.loss_mask": 0.5049470692873002, "decode.d5.loss_dice": 0.7330326050519943, "decode.d6.loss_cls": 0.26366113871335983, "decode.d6.loss_mask": 0.5201059967279434, "decode.d6.loss_dice": 0.7590806156396865, "decode.d7.loss_cls": 0.25321487337350845, "decode.d7.loss_mask": 0.5208834573626518, "decode.d7.loss_dice": 0.7639070004224777, "decode.d8.loss_cls": 0.24378867968916892, "decode.d8.loss_mask": 0.5182778000831604, "decode.d8.loss_dice": 0.7625590175390243, "time": 0.5345914125442505, "memory": 7259, "step": 157400}
{"lr": 2.410907904812561e-07, "data_time": 0.009305262565612793, "grad_norm": 96.9792709350586, "loss": 19.44653673171997, "decode.loss_cls": 0.3998150773346424, "decode.loss_mask": 0.5171829596161842, "decode.loss_dice": 0.7882927000522614, "decode.d0.loss_cls": 1.6972384095191955, "decode.d0.loss_mask": 0.6171290367841721, "decode.d0.loss_dice": 0.9900593787431717, "decode.d1.loss_cls": 0.5873528942465782, "decode.d1.loss_mask": 0.5602018937468529, "decode.d1.loss_dice": 0.8823707014322281, "decode.d2.loss_cls": 0.4630711987614632, "decode.d2.loss_mask": 0.5278203159570694, "decode.d2.loss_dice": 0.8356754779815674, "decode.d3.loss_cls": 0.46104482412338255, "decode.d3.loss_mask": 0.5256872236728668, "decode.d3.loss_dice": 0.8051922619342804, "decode.d4.loss_cls": 0.5179939240217208, "decode.d4.loss_mask": 0.5262875020503998, "decode.d4.loss_dice": 0.800431776046753, "decode.d5.loss_cls": 0.4930317312479019, "decode.d5.loss_mask": 0.5234591916203499, "decode.d5.loss_dice": 0.7896634429693222, "decode.d6.loss_cls": 0.4238313466310501, "decode.d6.loss_mask": 0.516666802763939, "decode.d6.loss_dice": 0.7689556956291199, "decode.d7.loss_cls": 0.4009853363037109, "decode.d7.loss_mask": 0.5162745967507363, "decode.d7.loss_dice": 0.7978187412023544, "decode.d8.loss_cls": 0.4198758602142334, "decode.d8.loss_mask": 0.5172844052314758, "decode.d8.loss_dice": 0.775842547416687, "time": 0.5635497570037842, "memory": 7215, "step": 157450}
{"lr": 2.3683204569791975e-07, "data_time": 0.009522223472595214, "grad_norm": 90.0473617553711, "loss": 26.710880756378174, "decode.loss_cls": 0.560104988515377, "decode.loss_mask": 0.6737348183989524, "decode.loss_dice": 1.12413689494133, "decode.d0.loss_cls": 2.2555407643318177, "decode.d0.loss_mask": 0.7740949243307114, "decode.d0.loss_dice": 1.329397091269493, "decode.d1.loss_cls": 0.9326606720685959, "decode.d1.loss_mask": 0.7119457066059113, "decode.d1.loss_dice": 1.2343213200569152, "decode.d2.loss_cls": 0.7974374294281006, "decode.d2.loss_mask": 0.6655540272593499, "decode.d2.loss_dice": 1.164672839641571, "decode.d3.loss_cls": 0.6478513926267624, "decode.d3.loss_mask": 0.6789145529270172, "decode.d3.loss_dice": 1.160571527481079, "decode.d4.loss_cls": 0.6428806260228157, "decode.d4.loss_mask": 0.6701294764876365, "decode.d4.loss_dice": 1.137363225221634, "decode.d5.loss_cls": 0.5683413788676261, "decode.d5.loss_mask": 0.6753350734710694, "decode.d5.loss_dice": 1.163780790567398, "decode.d6.loss_cls": 0.5855682365596294, "decode.d6.loss_mask": 0.6713630139827729, "decode.d6.loss_dice": 1.1476223647594452, "decode.d7.loss_cls": 0.5661430954933167, "decode.d7.loss_mask": 0.6723655313253403, "decode.d7.loss_dice": 1.1385607719421387, "decode.d8.loss_cls": 0.5520171046257019, "decode.d8.loss_mask": 0.6804211765527726, "decode.d8.loss_dice": 1.1280484080314637, "time": 0.5373568296432495, "memory": 7217, "step": 157500}
{"lr": 2.325647743043286e-07, "data_time": 0.00962049961090088, "grad_norm": 90.77811393737792, "loss": 22.001895475387574, "decode.loss_cls": 0.4112070821225643, "decode.loss_mask": 0.4307029202580452, "decode.loss_dice": 1.0221907421946526, "decode.d0.loss_cls": 2.2500577092170717, "decode.d0.loss_mask": 0.49604182243347167, "decode.d0.loss_dice": 1.2796997785568238, "decode.d1.loss_cls": 0.6399201273918151, "decode.d1.loss_mask": 0.455522757768631, "decode.d1.loss_dice": 1.1727528855204583, "decode.d2.loss_cls": 0.6697570264339447, "decode.d2.loss_mask": 0.4500196918845177, "decode.d2.loss_dice": 1.086279308795929, "decode.d3.loss_cls": 0.6029106389731169, "decode.d3.loss_mask": 0.42897762209177015, "decode.d3.loss_dice": 1.0350146919488907, "decode.d4.loss_cls": 0.5425623819231987, "decode.d4.loss_mask": 0.4297694429755211, "decode.d4.loss_dice": 1.0340175867080688, "decode.d5.loss_cls": 0.444326901063323, "decode.d5.loss_mask": 0.434792198240757, "decode.d5.loss_dice": 1.0333119720220565, "decode.d6.loss_cls": 0.4625493619590998, "decode.d6.loss_mask": 0.42870685160160066, "decode.d6.loss_dice": 1.0125220343470573, "decode.d7.loss_cls": 0.4478834006935358, "decode.d7.loss_mask": 0.43281956762075424, "decode.d7.loss_dice": 1.0157345041632653, "decode.d8.loss_cls": 0.4047710541635752, "decode.d8.loss_mask": 0.433090378344059, "decode.d8.loss_dice": 1.0139827489852906, "time": 0.5613456487655639, "memory": 7243, "step": 157550}
{"lr": 2.282887846649602e-07, "data_time": 0.009687018394470216, "grad_norm": 100.96165313720704, "loss": 21.217062950134277, "decode.loss_cls": 0.40889494195580484, "decode.loss_mask": 0.6298146039247513, "decode.loss_dice": 0.8593886375427247, "decode.d0.loss_cls": 1.8906087577342987, "decode.d0.loss_mask": 0.6659717172384262, "decode.d0.loss_dice": 1.024178421497345, "decode.d1.loss_cls": 0.508223906904459, "decode.d1.loss_mask": 0.6750404149293899, "decode.d1.loss_dice": 0.9705855965614318, "decode.d2.loss_cls": 0.4834679000079632, "decode.d2.loss_mask": 0.7371606707572937, "decode.d2.loss_dice": 0.9234929531812668, "decode.d3.loss_cls": 0.4327901631593704, "decode.d3.loss_mask": 0.6714022636413575, "decode.d3.loss_dice": 0.8754936188459397, "decode.d4.loss_cls": 0.43381524458527565, "decode.d4.loss_mask": 0.6420565098524094, "decode.d4.loss_dice": 0.8773685723543168, "decode.d5.loss_cls": 0.3912760280072689, "decode.d5.loss_mask": 0.6333449617028236, "decode.d5.loss_dice": 0.8868308365345001, "decode.d6.loss_cls": 0.3573234394192696, "decode.d6.loss_mask": 0.6239620894193649, "decode.d6.loss_dice": 0.8652208358049392, "decode.d7.loss_cls": 0.36500156819820406, "decode.d7.loss_mask": 0.6245624497532845, "decode.d7.loss_dice": 0.8677764028310776, "decode.d8.loss_cls": 0.4046654663980007, "decode.d8.loss_mask": 0.6283404499292373, "decode.d8.loss_dice": 0.8590029239654541, "time": 0.5622902393341065, "memory": 7227, "step": 157600}
{"lr": 2.24003876749741e-07, "data_time": 0.009529042243957519, "grad_norm": 98.11472244262696, "loss": 22.086525440216064, "decode.loss_cls": 0.34097159989178183, "decode.loss_mask": 0.659260767698288, "decode.loss_dice": 0.9307158827781677, "decode.d0.loss_cls": 1.8299999833106995, "decode.d0.loss_mask": 0.6945396840572358, "decode.d0.loss_dice": 1.070906972885132, "decode.d1.loss_cls": 0.5751822426915169, "decode.d1.loss_mask": 0.6840771973133087, "decode.d1.loss_dice": 1.0022620528936386, "decode.d2.loss_cls": 0.5268332839012146, "decode.d2.loss_mask": 0.683286252617836, "decode.d2.loss_dice": 0.9762999951839447, "decode.d3.loss_cls": 0.4245331592857838, "decode.d3.loss_mask": 0.6760800898075103, "decode.d3.loss_dice": 0.9631145924329758, "decode.d4.loss_cls": 0.4098815396428108, "decode.d4.loss_mask": 0.6739676713943481, "decode.d4.loss_dice": 0.9615271240472794, "decode.d5.loss_cls": 0.452706640213728, "decode.d5.loss_mask": 0.6598117858171463, "decode.d5.loss_dice": 0.9469954341650009, "decode.d6.loss_cls": 0.3978388890624046, "decode.d6.loss_mask": 0.6571508467197418, "decode.d6.loss_dice": 0.9359395682811738, "decode.d7.loss_cls": 0.3638040147721767, "decode.d7.loss_mask": 0.6554132670164108, "decode.d7.loss_dice": 0.957964950799942, "decode.d8.loss_cls": 0.3518913384526968, "decode.d8.loss_mask": 0.6688023030757904, "decode.d8.loss_dice": 0.9547661036252976, "time": 0.563191556930542, "memory": 7227, "step": 157650}
{"lr": 2.1970984157961555e-07, "data_time": 0.009596991539001464, "grad_norm": 103.3669219970703, "loss": 16.780926132202147, "decode.loss_cls": 0.2520517822355032, "decode.loss_mask": 0.4820073857903481, "decode.loss_dice": 0.7104655534029007, "decode.d0.loss_cls": 1.6832602441310882, "decode.d0.loss_mask": 0.5346975721418857, "decode.d0.loss_dice": 0.863900688290596, "decode.d1.loss_cls": 0.44960114508867266, "decode.d1.loss_mask": 0.5090998440980912, "decode.d1.loss_dice": 0.7817836463451385, "decode.d2.loss_cls": 0.3664372831583023, "decode.d2.loss_mask": 0.4956137269735336, "decode.d2.loss_dice": 0.7199605524539947, "decode.d3.loss_cls": 0.36644683331251143, "decode.d3.loss_mask": 0.48364911377429964, "decode.d3.loss_dice": 0.7178103923797607, "decode.d4.loss_cls": 0.31202178075909615, "decode.d4.loss_mask": 0.4798475749790668, "decode.d4.loss_dice": 0.6966070234775543, "decode.d5.loss_cls": 0.2904769070446491, "decode.d5.loss_mask": 0.48652287423610685, "decode.d5.loss_dice": 0.7082630425691605, "decode.d6.loss_cls": 0.2876186829060316, "decode.d6.loss_mask": 0.4872526526451111, "decode.d6.loss_dice": 0.7004603296518326, "decode.d7.loss_cls": 0.26796011365950106, "decode.d7.loss_mask": 0.49081788659095765, "decode.d7.loss_dice": 0.7028180837631226, "decode.d8.loss_cls": 0.27424861043691634, "decode.d8.loss_mask": 0.4838538527488708, "decode.d8.loss_dice": 0.6953706592321396, "time": 0.5375394582748413, "memory": 7233, "step": 157700}
{"lr": 2.1540646062262675e-07, "data_time": 0.009418535232543945, "grad_norm": 88.19431991577149, "loss": 23.115845966339112, "decode.loss_cls": 0.33454169929027555, "decode.loss_mask": 0.5484351754188538, "decode.loss_dice": 1.120906138420105, "decode.d0.loss_cls": 2.032492387294769, "decode.d0.loss_mask": 0.6279348075389862, "decode.d0.loss_dice": 1.3490209013223649, "decode.d1.loss_cls": 0.6313831895589829, "decode.d1.loss_mask": 0.601197113096714, "decode.d1.loss_dice": 1.2483243763446807, "decode.d2.loss_cls": 0.46231281757354736, "decode.d2.loss_mask": 0.5714601099491119, "decode.d2.loss_dice": 1.2154701828956604, "decode.d3.loss_cls": 0.5138159021735191, "decode.d3.loss_mask": 0.551286093890667, "decode.d3.loss_dice": 1.1430474877357484, "decode.d4.loss_cls": 0.37720619440078734, "decode.d4.loss_mask": 0.5639067873358726, "decode.d4.loss_dice": 1.1552069038152695, "decode.d5.loss_cls": 0.39513258412480357, "decode.d5.loss_mask": 0.5424339145421981, "decode.d5.loss_dice": 1.157218861579895, "decode.d6.loss_cls": 0.31174722611904143, "decode.d6.loss_mask": 0.5404760375618934, "decode.d6.loss_dice": 1.1347137331962585, "decode.d7.loss_cls": 0.3629648484289646, "decode.d7.loss_mask": 0.5408789455890656, "decode.d7.loss_dice": 1.1268507719039917, "decode.d8.loss_cls": 0.2922435335814953, "decode.d8.loss_mask": 0.5366859346628189, "decode.d8.loss_dice": 1.1265514463186264, "time": 0.5381054878234863, "memory": 7306, "step": 157750}
{"lr": 2.1109350513489042e-07, "data_time": 0.0095353364944458, "grad_norm": 89.78355178833007, "loss": 23.70105037689209, "decode.loss_cls": 0.349623217433691, "decode.loss_mask": 0.6794982314109802, "decode.loss_dice": 1.0834755927324295, "decode.d0.loss_cls": 2.098016107082367, "decode.d0.loss_mask": 0.7572979390621185, "decode.d0.loss_dice": 1.246674519777298, "decode.d1.loss_cls": 0.558646523207426, "decode.d1.loss_mask": 0.7159948825836182, "decode.d1.loss_dice": 1.1597994029521943, "decode.d2.loss_cls": 0.481474332511425, "decode.d2.loss_mask": 0.70840864777565, "decode.d2.loss_dice": 1.0909698843955993, "decode.d3.loss_cls": 0.40373115986585617, "decode.d3.loss_mask": 0.6934028804302216, "decode.d3.loss_dice": 1.0879232913255692, "decode.d4.loss_cls": 0.3556406080722809, "decode.d4.loss_mask": 0.6890581011772156, "decode.d4.loss_dice": 1.0873530149459838, "decode.d5.loss_cls": 0.3632140621542931, "decode.d5.loss_mask": 0.6792648583650589, "decode.d5.loss_dice": 1.057230281829834, "decode.d6.loss_cls": 0.3725469890981913, "decode.d6.loss_mask": 0.6885700643062591, "decode.d6.loss_dice": 1.0767522484064103, "decode.d7.loss_cls": 0.36119017414748666, "decode.d7.loss_mask": 0.6888837963342667, "decode.d7.loss_dice": 1.0608796983957292, "decode.d8.loss_cls": 0.37989995516836644, "decode.d8.loss_mask": 0.6723261684179306, "decode.d8.loss_dice": 1.0533045709133149, "time": 0.5366744756698608, "memory": 7354, "step": 157800}
{"lr": 2.0677073544006587e-07, "data_time": 0.009658050537109376, "grad_norm": 89.38350868225098, "loss": 18.928390121459962, "decode.loss_cls": 0.33160003945231437, "decode.loss_mask": 0.6455382645130158, "decode.loss_dice": 0.7018476583063602, "decode.d0.loss_cls": 1.8230555772781372, "decode.d0.loss_mask": 0.6518297582864762, "decode.d0.loss_dice": 0.8127425014972687, "decode.d1.loss_cls": 0.48949103951454165, "decode.d1.loss_mask": 0.6783235862851142, "decode.d1.loss_dice": 0.7815348699688911, "decode.d2.loss_cls": 0.41559854969382287, "decode.d2.loss_mask": 0.6644490242004395, "decode.d2.loss_dice": 0.732491509616375, "decode.d3.loss_cls": 0.37156097739934923, "decode.d3.loss_mask": 0.6568859815597534, "decode.d3.loss_dice": 0.701229989528656, "decode.d4.loss_cls": 0.42871374934911727, "decode.d4.loss_mask": 0.6390477225184441, "decode.d4.loss_dice": 0.6823317177593708, "decode.d5.loss_cls": 0.3940229304134846, "decode.d5.loss_mask": 0.6381096929311753, "decode.d5.loss_dice": 0.6844704784452915, "decode.d6.loss_cls": 0.3530730739235878, "decode.d6.loss_mask": 0.641613906621933, "decode.d6.loss_dice": 0.6925554223358631, "decode.d7.loss_cls": 0.342840775474906, "decode.d7.loss_mask": 0.6427565827965737, "decode.d7.loss_dice": 0.6810261979699135, "decode.d8.loss_cls": 0.2880698785185814, "decode.d8.loss_mask": 0.6471735268831253, "decode.d8.loss_dice": 0.7144064985215663, "time": 0.5368975639343262, "memory": 7260, "step": 157850}
{"lr": 2.0243790014001667e-07, "data_time": 0.009386324882507324, "grad_norm": 85.41926879882813, "loss": 15.751701545715331, "decode.loss_cls": 0.19543355721980332, "decode.loss_mask": 0.5286339893937111, "decode.loss_dice": 0.6501371294260025, "decode.d0.loss_cls": 1.766237723827362, "decode.d0.loss_mask": 0.5527797549962997, "decode.d0.loss_dice": 0.7579397961497307, "decode.d1.loss_cls": 0.3900365263223648, "decode.d1.loss_mask": 0.5209345936775207, "decode.d1.loss_dice": 0.6768667757511139, "decode.d2.loss_cls": 0.2555861625820398, "decode.d2.loss_mask": 0.5386678904294968, "decode.d2.loss_dice": 0.6451648309826851, "decode.d3.loss_cls": 0.2410554114729166, "decode.d3.loss_mask": 0.5244313389062881, "decode.d3.loss_dice": 0.6729712143540383, "decode.d4.loss_cls": 0.22641955278813838, "decode.d4.loss_mask": 0.5238024353981018, "decode.d4.loss_dice": 0.639510802924633, "decode.d5.loss_cls": 0.2121754951775074, "decode.d5.loss_mask": 0.5185676157474518, "decode.d5.loss_dice": 0.6364929750561714, "decode.d6.loss_cls": 0.19490153007209302, "decode.d6.loss_mask": 0.524805411696434, "decode.d6.loss_dice": 0.6489550411701203, "decode.d7.loss_cls": 0.1970621168613434, "decode.d7.loss_mask": 0.516709117591381, "decode.d7.loss_dice": 0.6355276226997375, "decode.d8.loss_cls": 0.19320091214030982, "decode.d8.loss_mask": 0.5259084597229957, "decode.d8.loss_dice": 0.6407848805189132, "time": 0.5863372325897217, "memory": 7278, "step": 157900}
{"lr": 1.980947352482897e-07, "data_time": 0.009657025337219238, "grad_norm": 86.72417678833008, "loss": 22.126666831970216, "decode.loss_cls": 0.41678610295057295, "decode.loss_mask": 0.6370115607976914, "decode.loss_dice": 0.9052718251943588, "decode.d0.loss_cls": 2.1453949570655824, "decode.d0.loss_mask": 0.6742962718009948, "decode.d0.loss_dice": 1.0684965431690217, "decode.d1.loss_cls": 0.7024478748440742, "decode.d1.loss_mask": 0.653745386004448, "decode.d1.loss_dice": 0.9353822320699692, "decode.d2.loss_cls": 0.47862055003643034, "decode.d2.loss_mask": 0.6623289495706558, "decode.d2.loss_dice": 0.960661780834198, "decode.d3.loss_cls": 0.4509889021515846, "decode.d3.loss_mask": 0.6514481410384179, "decode.d3.loss_dice": 0.9354374319314956, "decode.d4.loss_cls": 0.4341764971613884, "decode.d4.loss_mask": 0.6403424277901649, "decode.d4.loss_dice": 0.9137094020843506, "decode.d5.loss_cls": 0.43066847771406175, "decode.d5.loss_mask": 0.6460333600640297, "decode.d5.loss_dice": 0.9298397064208984, "decode.d6.loss_cls": 0.3517451636493206, "decode.d6.loss_mask": 0.6485606640577316, "decode.d6.loss_dice": 0.9480271488428116, "decode.d7.loss_cls": 0.4399862170219421, "decode.d7.loss_mask": 0.639972771704197, "decode.d7.loss_dice": 0.9000736713409424, "decode.d8.loss_cls": 0.36372902914881705, "decode.d8.loss_mask": 0.6333280652761459, "decode.d8.loss_dice": 0.9281564950942993, "time": 0.5350395441055298, "memory": 7243, "step": 157950}
{"lr": 1.9374096323679818e-07, "data_time": 0.009482121467590332, "grad_norm": 89.80270309448242, "loss": 21.865322017669676, "decode.loss_cls": 0.3498391270637512, "decode.loss_mask": 0.47212761342525483, "decode.loss_dice": 1.0588100135326386, "decode.d0.loss_cls": 1.845539206266403, "decode.d0.loss_mask": 0.533696161210537, "decode.d0.loss_dice": 1.258269053697586, "decode.d1.loss_cls": 0.6142156735062599, "decode.d1.loss_mask": 0.521317358314991, "decode.d1.loss_dice": 1.1682343482971191, "decode.d2.loss_cls": 0.522847267985344, "decode.d2.loss_mask": 0.4869483977556229, "decode.d2.loss_dice": 1.1430500030517579, "decode.d3.loss_cls": 0.4729375198483467, "decode.d3.loss_mask": 0.495309379696846, "decode.d3.loss_dice": 1.101807701587677, "decode.d4.loss_cls": 0.4112269103527069, "decode.d4.loss_mask": 0.486720409989357, "decode.d4.loss_dice": 1.1259751737117767, "decode.d5.loss_cls": 0.42657842934131623, "decode.d5.loss_mask": 0.4798967093229294, "decode.d5.loss_dice": 1.0906483292579652, "decode.d6.loss_cls": 0.39559989646077154, "decode.d6.loss_mask": 0.47886990308761596, "decode.d6.loss_dice": 1.0690040230751037, "decode.d7.loss_cls": 0.3932665601372719, "decode.d7.loss_mask": 0.4734955161809921, "decode.d7.loss_dice": 1.0745497167110443, "decode.d8.loss_cls": 0.38723538666963575, "decode.d8.loss_mask": 0.47685565054416656, "decode.d8.loss_dice": 1.050450438261032, "time": 0.5921883821487427, "memory": 7199, "step": 158000}
{"lr": 1.8937629198462033e-07, "data_time": 0.009447741508483886, "grad_norm": 84.6268295288086, "loss": 17.966311073303224, "decode.loss_cls": 0.2996219452470541, "decode.loss_mask": 0.49133530408144, "decode.loss_dice": 0.7259964495897293, "decode.d0.loss_cls": 1.8328107237815856, "decode.d0.loss_mask": 0.568363006412983, "decode.d0.loss_dice": 0.8961292445659638, "decode.d1.loss_cls": 0.523265864700079, "decode.d1.loss_mask": 0.52281254529953, "decode.d1.loss_dice": 0.8220864355564117, "decode.d2.loss_cls": 0.43839291110634804, "decode.d2.loss_mask": 0.5136805012822151, "decode.d2.loss_dice": 0.7764942988753318, "decode.d3.loss_cls": 0.41730915047228334, "decode.d3.loss_mask": 0.4972095251083374, "decode.d3.loss_dice": 0.7951372191309929, "decode.d4.loss_cls": 0.34521366357803346, "decode.d4.loss_mask": 0.49474795162677765, "decode.d4.loss_dice": 0.7597318738698959, "decode.d5.loss_cls": 0.3514775723218918, "decode.d5.loss_mask": 0.4947323963046074, "decode.d5.loss_dice": 0.7547137916088105, "decode.d6.loss_cls": 0.33068384453654287, "decode.d6.loss_mask": 0.4942410930991173, "decode.d6.loss_dice": 0.6921698600053787, "decode.d7.loss_cls": 0.332304760068655, "decode.d7.loss_mask": 0.492191880941391, "decode.d7.loss_dice": 0.7356146469712257, "decode.d8.loss_cls": 0.34139193072915075, "decode.d8.loss_mask": 0.49177270829677583, "decode.d8.loss_dice": 0.7346784055233002, "time": 0.5371538400650024, "memory": 7245, "step": 158050}
{"lr": 1.8500041361608724e-07, "data_time": 0.009511518478393554, "grad_norm": 74.98970527648926, "loss": 20.322940874099732, "decode.loss_cls": 0.3220955837517977, "decode.loss_mask": 0.4957467630505562, "decode.loss_dice": 0.9451502680778503, "decode.d0.loss_cls": 1.928758156299591, "decode.d0.loss_mask": 0.5797182023525238, "decode.d0.loss_dice": 1.052389384806156, "decode.d1.loss_cls": 0.5916256211698055, "decode.d1.loss_mask": 0.5179996326565742, "decode.d1.loss_dice": 0.9749759241938591, "decode.d2.loss_cls": 0.44338100850582124, "decode.d2.loss_mask": 0.5167073592543602, "decode.d2.loss_dice": 0.9838997602462769, "decode.d3.loss_cls": 0.4126539260149002, "decode.d3.loss_mask": 0.5137788236141205, "decode.d3.loss_dice": 0.9682663097977638, "decode.d4.loss_cls": 0.37219091281294825, "decode.d4.loss_mask": 0.503723356127739, "decode.d4.loss_dice": 0.9626213371753692, "decode.d5.loss_cls": 0.4141320951282978, "decode.d5.loss_mask": 0.5055103689432144, "decode.d5.loss_dice": 0.9528110340237618, "decode.d6.loss_cls": 0.3568493723869324, "decode.d6.loss_mask": 0.49635731279850004, "decode.d6.loss_dice": 0.9410360991954804, "decode.d7.loss_cls": 0.35506291426718234, "decode.d7.loss_mask": 0.5020269379019737, "decode.d7.loss_dice": 0.9377423480153084, "decode.d8.loss_cls": 0.34772214144468305, "decode.d8.loss_mask": 0.49465611279010774, "decode.d8.loss_dice": 0.9333521813154221, "time": 0.5623936414718628, "memory": 7227, "step": 158100}
{"lr": 1.8061300321327592e-07, "data_time": 0.009462213516235352, "grad_norm": 85.40352325439453, "loss": 20.549983739852905, "decode.loss_cls": 0.4393188700079918, "decode.loss_mask": 0.5390522181987762, "decode.loss_dice": 0.7901959896087647, "decode.d0.loss_cls": 2.1243364453315734, "decode.d0.loss_mask": 0.6545176595449448, "decode.d0.loss_dice": 0.9572953939437866, "decode.d1.loss_cls": 0.6447476968169212, "decode.d1.loss_mask": 0.6188390105962753, "decode.d1.loss_dice": 0.8947666347026825, "decode.d2.loss_cls": 0.5212108816951513, "decode.d2.loss_mask": 0.5770288273692131, "decode.d2.loss_dice": 0.8297254115343093, "decode.d3.loss_cls": 0.5205721370875835, "decode.d3.loss_mask": 0.5800181418657303, "decode.d3.loss_dice": 0.8100683361291885, "decode.d4.loss_cls": 0.5010405639186502, "decode.d4.loss_mask": 0.5833310067653656, "decode.d4.loss_dice": 0.8331303715705871, "decode.d5.loss_cls": 0.47520070653408764, "decode.d5.loss_mask": 0.5700417757034302, "decode.d5.loss_dice": 0.7946664243936539, "decode.d6.loss_cls": 0.38584965132176874, "decode.d6.loss_mask": 0.57369155138731, "decode.d6.loss_dice": 0.8071578294038773, "decode.d7.loss_cls": 0.38902217652648685, "decode.d7.loss_mask": 0.575099129974842, "decode.d7.loss_dice": 0.8121629565954208, "decode.d8.loss_cls": 0.35091007556766274, "decode.d8.loss_mask": 0.5800887927412987, "decode.d8.loss_dice": 0.8168980479240417, "time": 0.5380946397781372, "memory": 7285, "step": 158150}
{"lr": 1.7621371738555984e-07, "data_time": 0.009456205368041991, "grad_norm": 79.51179847717285, "loss": 21.455210590362547, "decode.loss_cls": 0.29998461715877056, "decode.loss_mask": 0.5571220844984055, "decode.loss_dice": 1.0217347204685212, "decode.d0.loss_cls": 1.9738619804382325, "decode.d0.loss_mask": 0.6457221820950508, "decode.d0.loss_dice": 1.1852161824703216, "decode.d1.loss_cls": 0.5115479022264481, "decode.d1.loss_mask": 0.5930032134056091, "decode.d1.loss_dice": 1.09551243185997, "decode.d2.loss_cls": 0.4411745220422745, "decode.d2.loss_mask": 0.5746674507856369, "decode.d2.loss_dice": 1.049086019396782, "decode.d3.loss_cls": 0.403547415882349, "decode.d3.loss_mask": 0.5654421731829643, "decode.d3.loss_dice": 1.0370421916246415, "decode.d4.loss_cls": 0.3451240807771683, "decode.d4.loss_mask": 0.5642252400517463, "decode.d4.loss_dice": 1.059183657169342, "decode.d5.loss_cls": 0.32224412709474565, "decode.d5.loss_mask": 0.565912002325058, "decode.d5.loss_dice": 1.0226724684238433, "decode.d6.loss_cls": 0.3123541325330734, "decode.d6.loss_mask": 0.5675509572029114, "decode.d6.loss_dice": 1.0049754053354263, "decode.d7.loss_cls": 0.2587937355041504, "decode.d7.loss_mask": 0.5621223375201225, "decode.d7.loss_dice": 1.032354936003685, "decode.d8.loss_cls": 0.3100046947598457, "decode.d8.loss_mask": 0.5582517117261887, "decode.d8.loss_dice": 1.014775851368904, "time": 0.5610547065734863, "memory": 7283, "step": 158200}
{"lr": 1.7180219267592255e-07, "data_time": 0.009632444381713868, "grad_norm": 94.41283798217773, "loss": 20.238551235198976, "decode.loss_cls": 0.3489431835711002, "decode.loss_mask": 0.6028986006975174, "decode.loss_dice": 0.8412624299526215, "decode.d0.loss_cls": 1.9207534313201904, "decode.d0.loss_mask": 0.6811515092849731, "decode.d0.loss_dice": 0.9400380194187165, "decode.d1.loss_cls": 0.5444409817457199, "decode.d1.loss_mask": 0.6438570529222488, "decode.d1.loss_dice": 0.9016556173563004, "decode.d2.loss_cls": 0.42077880501747134, "decode.d2.loss_mask": 0.6200377374887467, "decode.d2.loss_dice": 0.8754455327987671, "decode.d3.loss_cls": 0.38914945647120475, "decode.d3.loss_mask": 0.6104357540607452, "decode.d3.loss_dice": 0.8303806841373443, "decode.d4.loss_cls": 0.3584345892071724, "decode.d4.loss_mask": 0.6173995554447174, "decode.d4.loss_dice": 0.8676941007375717, "decode.d5.loss_cls": 0.3612539477646351, "decode.d5.loss_mask": 0.6129953444004059, "decode.d5.loss_dice": 0.855212414264679, "decode.d6.loss_cls": 0.33489382043480875, "decode.d6.loss_mask": 0.6188334703445435, "decode.d6.loss_dice": 0.8538096785545349, "decode.d7.loss_cls": 0.3102084659039974, "decode.d7.loss_mask": 0.6120246797800064, "decode.d7.loss_dice": 0.8568678677082062, "decode.d8.loss_cls": 0.3517425782978535, "decode.d8.loss_mask": 0.6078395873308182, "decode.d8.loss_dice": 0.8481125414371491, "time": 0.5378345966339111, "memory": 7277, "step": 158250}
{"lr": 1.6737804378019909e-07, "data_time": 0.009183120727539063, "grad_norm": 80.82650337219238, "loss": 23.730764150619507, "decode.loss_cls": 0.46578884348273275, "decode.loss_mask": 0.6385487332940102, "decode.loss_dice": 0.9363516956567765, "decode.d0.loss_cls": 2.227306044101715, "decode.d0.loss_mask": 0.733062282204628, "decode.d0.loss_dice": 1.1841714516282082, "decode.d1.loss_cls": 0.7060118198394776, "decode.d1.loss_mask": 0.6646838486194611, "decode.d1.loss_dice": 1.0704854309558869, "decode.d2.loss_cls": 0.681129190325737, "decode.d2.loss_mask": 0.6508812382817268, "decode.d2.loss_dice": 1.0118709936738015, "decode.d3.loss_cls": 0.5753150030970573, "decode.d3.loss_mask": 0.6516753673553467, "decode.d3.loss_dice": 1.0187682524323463, "decode.d4.loss_cls": 0.5068958073854446, "decode.d4.loss_mask": 0.6419981822371483, "decode.d4.loss_dice": 0.9766090884804726, "decode.d5.loss_cls": 0.5104029595851898, "decode.d5.loss_mask": 0.63201145529747, "decode.d5.loss_dice": 0.9554212659597396, "decode.d6.loss_cls": 0.49558404088020325, "decode.d6.loss_mask": 0.6332986414432525, "decode.d6.loss_dice": 0.9813687965273857, "decode.d7.loss_cls": 0.5033010140061378, "decode.d7.loss_mask": 0.6382032439112664, "decode.d7.loss_dice": 0.9809457868337631, "decode.d8.loss_cls": 0.4707279525697231, "decode.d8.loss_mask": 0.6328648731112481, "decode.d8.loss_dice": 0.9550796240568161, "time": 0.539555025100708, "memory": 7280, "step": 158300}
{"lr": 1.6294086155112048e-07, "data_time": 0.009627699851989746, "grad_norm": 89.1036262512207, "loss": 23.450224590301513, "decode.loss_cls": 0.43563094809651376, "decode.loss_mask": 0.5820045217871666, "decode.loss_dice": 1.0715209305286408, "decode.d0.loss_cls": 2.0259513378143312, "decode.d0.loss_mask": 0.6633272558450699, "decode.d0.loss_dice": 1.240938091278076, "decode.d1.loss_cls": 0.668145877122879, "decode.d1.loss_mask": 0.6125719010829925, "decode.d1.loss_dice": 1.134081456065178, "decode.d2.loss_cls": 0.6375869698822498, "decode.d2.loss_mask": 0.5790963023900986, "decode.d2.loss_dice": 1.0934229433536529, "decode.d3.loss_cls": 0.5721904598176479, "decode.d3.loss_mask": 0.5948691740632057, "decode.d3.loss_dice": 1.0456676214933396, "decode.d4.loss_cls": 0.4950009658932686, "decode.d4.loss_mask": 0.583563295006752, "decode.d4.loss_dice": 1.0638237476348877, "decode.d5.loss_cls": 0.42415686771273614, "decode.d5.loss_mask": 0.5899977147579193, "decode.d5.loss_dice": 1.0619841814041138, "decode.d6.loss_cls": 0.46213687062263487, "decode.d6.loss_mask": 0.5962362095713616, "decode.d6.loss_dice": 1.0713231354951858, "decode.d7.loss_cls": 0.4361019141972065, "decode.d7.loss_mask": 0.5808232441544533, "decode.d7.loss_dice": 1.0962830722332, "decode.d8.loss_cls": 0.43381364941596984, "decode.d8.loss_mask": 0.57440485060215, "decode.d8.loss_dice": 1.0235699951648711, "time": 0.5395271301269531, "memory": 7199, "step": 158350}
{"lr": 1.5849021075382357e-07, "data_time": 0.009417581558227538, "grad_norm": 88.60849189758301, "loss": 23.093696784973144, "decode.loss_cls": 0.3543123513460159, "decode.loss_mask": 0.638682134449482, "decode.loss_dice": 1.0328856825828552, "decode.d0.loss_cls": 2.083828556537628, "decode.d0.loss_mask": 0.7689451158046723, "decode.d0.loss_dice": 1.284398952126503, "decode.d1.loss_cls": 0.66382469907403, "decode.d1.loss_mask": 0.6631592154502869, "decode.d1.loss_dice": 1.115749680995941, "decode.d2.loss_cls": 0.48788738921284674, "decode.d2.loss_mask": 0.6607913941144943, "decode.d2.loss_dice": 1.068675148487091, "decode.d3.loss_cls": 0.43047076389193534, "decode.d3.loss_mask": 0.6413988441228866, "decode.d3.loss_dice": 1.0286586046218873, "decode.d4.loss_cls": 0.4145128048956394, "decode.d4.loss_mask": 0.6333815544843674, "decode.d4.loss_dice": 1.03089482486248, "decode.d5.loss_cls": 0.41160396188497544, "decode.d5.loss_mask": 0.6368972331285476, "decode.d5.loss_dice": 1.0237248927354812, "decode.d6.loss_cls": 0.3810577929019928, "decode.d6.loss_mask": 0.6310324877500534, "decode.d6.loss_dice": 1.0241654366254807, "decode.d7.loss_cls": 0.3789025880396366, "decode.d7.loss_mask": 0.6256358236074447, "decode.d7.loss_dice": 1.0037044554948806, "decode.d8.loss_cls": 0.34030346721410754, "decode.d8.loss_mask": 0.6317680329084396, "decode.d8.loss_dice": 1.0024429231882095, "time": 0.5625329494476319, "memory": 7245, "step": 158400}
{"lr": 1.5402562753312328e-07, "data_time": 0.009410238265991211, "grad_norm": 93.31093826293946, "loss": 21.799942350387575, "decode.loss_cls": 0.38596565648913383, "decode.loss_mask": 0.610552990436554, "decode.loss_dice": 0.889113137125969, "decode.d0.loss_cls": 1.939649260044098, "decode.d0.loss_mask": 0.6949830636382103, "decode.d0.loss_dice": 1.0416077584028245, "decode.d1.loss_cls": 0.6604066640138626, "decode.d1.loss_mask": 0.6657301098108291, "decode.d1.loss_dice": 0.9904715776443481, "decode.d2.loss_cls": 0.5350978411734104, "decode.d2.loss_mask": 0.630005769431591, "decode.d2.loss_dice": 0.9574600845575333, "decode.d3.loss_cls": 0.48536718301475046, "decode.d3.loss_mask": 0.6414268478751183, "decode.d3.loss_dice": 0.9044227212667465, "decode.d4.loss_cls": 0.45776713397353885, "decode.d4.loss_mask": 0.6241396993398667, "decode.d4.loss_dice": 0.915562304854393, "decode.d5.loss_cls": 0.46743837781250475, "decode.d5.loss_mask": 0.6316368192434311, "decode.d5.loss_dice": 0.9253058165311814, "decode.d6.loss_cls": 0.40712869428098203, "decode.d6.loss_mask": 0.6279812008142471, "decode.d6.loss_dice": 0.9051549464464188, "decode.d7.loss_cls": 0.36928361393511294, "decode.d7.loss_mask": 0.6162955433130264, "decode.d7.loss_dice": 0.9111215770244598, "decode.d8.loss_cls": 0.39884970504790546, "decode.d8.loss_mask": 0.6144003346562386, "decode.d8.loss_dice": 0.8956165760755539, "time": 0.536578893661499, "memory": 7217, "step": 158450}
{"lr": 1.495466165450019e-07, "data_time": 0.009607338905334472, "grad_norm": 86.52363243103028, "loss": 18.67585496902466, "decode.loss_cls": 0.3050731226801872, "decode.loss_mask": 0.4628095418214798, "decode.loss_dice": 0.8460445836186409, "decode.d0.loss_cls": 1.7299607694149017, "decode.d0.loss_mask": 0.5398884743452073, "decode.d0.loss_dice": 1.0719681650400161, "decode.d1.loss_cls": 0.5131210334599018, "decode.d1.loss_mask": 0.526211017370224, "decode.d1.loss_dice": 0.9597417145967484, "decode.d2.loss_cls": 0.49449898637831213, "decode.d2.loss_mask": 0.4992121487855911, "decode.d2.loss_dice": 0.8924474194645882, "decode.d3.loss_cls": 0.3804044432938099, "decode.d3.loss_mask": 0.48184590190649035, "decode.d3.loss_dice": 0.8705926284193992, "decode.d4.loss_cls": 0.33583223484456537, "decode.d4.loss_mask": 0.482039050757885, "decode.d4.loss_dice": 0.8503243461251259, "decode.d5.loss_cls": 0.3010226137936115, "decode.d5.loss_mask": 0.4766881808638573, "decode.d5.loss_dice": 0.8405418127775193, "decode.d6.loss_cls": 0.2992355475202203, "decode.d6.loss_mask": 0.466699880361557, "decode.d6.loss_dice": 0.8448565594851971, "decode.d7.loss_cls": 0.26781260315328836, "decode.d7.loss_mask": 0.4717965483665466, "decode.d7.loss_dice": 0.8412469550967216, "decode.d8.loss_cls": 0.2867929395288229, "decode.d8.loss_mask": 0.48238465487957, "decode.d8.loss_dice": 0.8547605991363525, "time": 0.5388465166091919, "memory": 7237, "step": 158500}
{"lr": 1.450526476950833e-07, "data_time": 0.009570789337158204, "grad_norm": 73.67012023925781, "loss": 20.666955280303956, "decode.loss_cls": 0.34858380891382695, "decode.loss_mask": 0.5336502358317375, "decode.loss_dice": 0.861548763513565, "decode.d0.loss_cls": 2.226932156085968, "decode.d0.loss_mask": 0.5967176586389542, "decode.d0.loss_dice": 1.0339433640241622, "decode.d1.loss_cls": 0.603231105208397, "decode.d1.loss_mask": 0.5975205734372139, "decode.d1.loss_dice": 0.9670906111598014, "decode.d2.loss_cls": 0.5022260621190071, "decode.d2.loss_mask": 0.5913899928331375, "decode.d2.loss_dice": 0.9403971612453461, "decode.d3.loss_cls": 0.45531641915440557, "decode.d3.loss_mask": 0.5756457298994064, "decode.d3.loss_dice": 0.883051136136055, "decode.d4.loss_cls": 0.42691167294979093, "decode.d4.loss_mask": 0.5579709306359291, "decode.d4.loss_dice": 0.8730083286762238, "decode.d5.loss_cls": 0.3524395577609539, "decode.d5.loss_mask": 0.5418568164110183, "decode.d5.loss_dice": 0.8782174751162529, "decode.d6.loss_cls": 0.37324600033462046, "decode.d6.loss_mask": 0.5396683499217033, "decode.d6.loss_dice": 0.8885570198297501, "decode.d7.loss_cls": 0.35907424204051497, "decode.d7.loss_mask": 0.5337774932384491, "decode.d7.loss_dice": 0.8849223360419274, "decode.d8.loss_cls": 0.35391520746052263, "decode.d8.loss_mask": 0.5300239473581314, "decode.d8.loss_dice": 0.8561213254928589, "time": 0.5619028568267822, "memory": 7219, "step": 158550}
{"lr": 1.4054315241478146e-07, "data_time": 0.009805798530578613, "grad_norm": 98.11323318481445, "loss": 24.05144567489624, "decode.loss_cls": 0.4666217900812626, "decode.loss_mask": 0.6137868374586105, "decode.loss_dice": 1.0444402515888214, "decode.d0.loss_cls": 2.437872755527496, "decode.d0.loss_mask": 0.7098607122898102, "decode.d0.loss_dice": 1.238575091958046, "decode.d1.loss_cls": 0.7079965993762016, "decode.d1.loss_mask": 0.6592072784900666, "decode.d1.loss_dice": 1.0843124568462372, "decode.d2.loss_cls": 0.606558145582676, "decode.d2.loss_mask": 0.6574589371681213, "decode.d2.loss_dice": 1.0854027062654494, "decode.d3.loss_cls": 0.5684510424733162, "decode.d3.loss_mask": 0.5997970342636109, "decode.d3.loss_dice": 1.0141379565000535, "decode.d4.loss_cls": 0.5431575872004032, "decode.d4.loss_mask": 0.6020473361015319, "decode.d4.loss_dice": 1.0267696619033813, "decode.d5.loss_cls": 0.5332111686468124, "decode.d5.loss_mask": 0.6045078873634339, "decode.d5.loss_dice": 1.0000765800476075, "decode.d6.loss_cls": 0.43437892496585845, "decode.d6.loss_mask": 0.6159963101148606, "decode.d6.loss_dice": 1.0475562930107116, "decode.d7.loss_cls": 0.46546623334288595, "decode.d7.loss_mask": 0.6155578568577766, "decode.d7.loss_dice": 1.0301586836576462, "decode.d8.loss_cls": 0.42061420530080795, "decode.d8.loss_mask": 0.6086793690919876, "decode.d8.loss_dice": 1.0087869733572006, "time": 0.537304949760437, "memory": 7205, "step": 158600}
{"lr": 1.3601751939066641e-07, "data_time": 0.009640097618103027, "grad_norm": 86.77501945495605, "loss": 17.08046188354492, "decode.loss_cls": 0.21831217985600232, "decode.loss_mask": 0.5254477590322495, "decode.loss_dice": 0.7038196653127671, "decode.d0.loss_cls": 1.922272753715515, "decode.d0.loss_mask": 0.6211078524589538, "decode.d0.loss_dice": 0.8679424464702606, "decode.d1.loss_cls": 0.37156178429722786, "decode.d1.loss_mask": 0.5819660887122154, "decode.d1.loss_dice": 0.7637487024068832, "decode.d2.loss_cls": 0.31935095489025117, "decode.d2.loss_mask": 0.5489512786269188, "decode.d2.loss_dice": 0.7269019842147827, "decode.d3.loss_cls": 0.2809375818818808, "decode.d3.loss_mask": 0.5464433997869491, "decode.d3.loss_dice": 0.7286855399608612, "decode.d4.loss_cls": 0.258971181884408, "decode.d4.loss_mask": 0.5414720684289932, "decode.d4.loss_dice": 0.7154502764344215, "decode.d5.loss_cls": 0.23985973037779332, "decode.d5.loss_mask": 0.5322121173143387, "decode.d5.loss_dice": 0.7099061787128449, "decode.d6.loss_cls": 0.2215362001210451, "decode.d6.loss_mask": 0.53424471616745, "decode.d6.loss_dice": 0.7021707832813263, "decode.d7.loss_cls": 0.22268740870058537, "decode.d7.loss_mask": 0.5254314601421356, "decode.d7.loss_dice": 0.6880442708730697, "decode.d8.loss_cls": 0.22285216860473156, "decode.d8.loss_mask": 0.5262498512864113, "decode.d8.loss_dice": 0.711923024058342, "time": 0.5645820379257203, "memory": 7242, "step": 158650}
{"lr": 1.314750896434507e-07, "data_time": 0.009485626220703125, "grad_norm": 96.96571884155273, "loss": 21.66440372467041, "decode.loss_cls": 0.4167842172086239, "decode.loss_mask": 0.6252457678318024, "decode.loss_dice": 0.8003146827220917, "decode.d0.loss_cls": 2.2435409784317017, "decode.d0.loss_mask": 0.7515253365039826, "decode.d0.loss_dice": 0.9896929949522019, "decode.d1.loss_cls": 0.6872538223862648, "decode.d1.loss_mask": 0.7179666370153427, "decode.d1.loss_dice": 0.8703945010900498, "decode.d2.loss_cls": 0.5935775816440583, "decode.d2.loss_mask": 0.6638371914625167, "decode.d2.loss_dice": 0.8383370250463485, "decode.d3.loss_cls": 0.5098003685474396, "decode.d3.loss_mask": 0.6533701539039611, "decode.d3.loss_dice": 0.8103310108184815, "decode.d4.loss_cls": 0.4741022869944572, "decode.d4.loss_mask": 0.6444879323244095, "decode.d4.loss_dice": 0.8207135498523712, "decode.d5.loss_cls": 0.45223885476589204, "decode.d5.loss_mask": 0.6485271871089935, "decode.d5.loss_dice": 0.8221480250358582, "decode.d6.loss_cls": 0.44669589027762413, "decode.d6.loss_mask": 0.6393366545438767, "decode.d6.loss_dice": 0.8084566861391067, "decode.d7.loss_cls": 0.4224676176905632, "decode.d7.loss_mask": 0.6290598690509797, "decode.d7.loss_dice": 0.8096236765384675, "decode.d8.loss_cls": 0.4242955967783928, "decode.d8.loss_mask": 0.6277694463729858, "decode.d8.loss_dice": 0.822508019208908, "time": 0.5378026247024537, "memory": 7234, "step": 158700}
{"lr": 1.2691515082860687e-07, "data_time": 0.009585762023925781, "grad_norm": 87.6821460723877, "loss": 25.14930353164673, "decode.loss_cls": 0.5591689772903919, "decode.loss_mask": 0.5939039468765259, "decode.loss_dice": 1.109900438785553, "decode.d0.loss_cls": 2.2596507906913756, "decode.d0.loss_mask": 0.6670609146356583, "decode.d0.loss_dice": 1.3307247936725617, "decode.d1.loss_cls": 0.6826811686158181, "decode.d1.loss_mask": 0.6393845915794373, "decode.d1.loss_dice": 1.2320768654346466, "decode.d2.loss_cls": 0.6222768917679786, "decode.d2.loss_mask": 0.6193209439516068, "decode.d2.loss_dice": 1.158943197131157, "decode.d3.loss_cls": 0.5877158410847187, "decode.d3.loss_mask": 0.6122585743665695, "decode.d3.loss_dice": 1.134981906414032, "decode.d4.loss_cls": 0.5526529468595982, "decode.d4.loss_mask": 0.6138410985469818, "decode.d4.loss_dice": 1.1302874773740768, "decode.d5.loss_cls": 0.49886253774166106, "decode.d5.loss_mask": 0.608299919962883, "decode.d5.loss_dice": 1.1452186554670334, "decode.d6.loss_cls": 0.5209455944597721, "decode.d6.loss_mask": 0.6029270201921463, "decode.d6.loss_dice": 1.1112693905830384, "decode.d7.loss_cls": 0.5334476038813591, "decode.d7.loss_mask": 0.6063995808362961, "decode.d7.loss_dice": 1.1214323818683625, "decode.d8.loss_cls": 0.5611276488751173, "decode.d8.loss_mask": 0.601716011762619, "decode.d8.loss_dice": 1.1308250367641448, "time": 0.562621784210205, "memory": 7271, "step": 158750}
{"lr": 1.2233693059928367e-07, "data_time": 0.009538698196411132, "grad_norm": 92.00721015930176, "loss": 20.90606117248535, "decode.loss_cls": 0.263162511959672, "decode.loss_mask": 0.6475658476352691, "decode.loss_dice": 0.9370578229427338, "decode.d0.loss_cls": 2.0208212614059446, "decode.d0.loss_mask": 0.6729735881090164, "decode.d0.loss_dice": 1.0586647868156434, "decode.d1.loss_cls": 0.4448772892355919, "decode.d1.loss_mask": 0.6440785318613053, "decode.d1.loss_dice": 0.9973540902137756, "decode.d2.loss_cls": 0.3795608036220074, "decode.d2.loss_mask": 0.6389108270406723, "decode.d2.loss_dice": 0.9610569834709167, "decode.d3.loss_cls": 0.3924828864634037, "decode.d3.loss_mask": 0.6135660290718079, "decode.d3.loss_dice": 0.9216933280229569, "decode.d4.loss_cls": 0.3727183692157269, "decode.d4.loss_mask": 0.610233211517334, "decode.d4.loss_dice": 0.9325474917888641, "decode.d5.loss_cls": 0.31131612360477445, "decode.d5.loss_mask": 0.6248553931713104, "decode.d5.loss_dice": 0.9454898238182068, "decode.d6.loss_cls": 0.28825147561728953, "decode.d6.loss_mask": 0.6377096712589264, "decode.d6.loss_dice": 0.9398971974849701, "decode.d7.loss_cls": 0.2535632371902466, "decode.d7.loss_mask": 0.6457052677869797, "decode.d7.loss_dice": 0.940201136469841, "decode.d8.loss_cls": 0.24831658639013768, "decode.d8.loss_mask": 0.6251868903636932, "decode.d8.loss_dice": 0.9362431287765502, "time": 0.5391757249832153, "memory": 7261, "step": 158800}
{"lr": 1.177395888315429e-07, "data_time": 0.009499812126159668, "grad_norm": 96.79081420898437, "loss": 24.15338001251221, "decode.loss_cls": 0.4059056110680103, "decode.loss_mask": 0.6373812392354011, "decode.loss_dice": 1.0301862567663194, "decode.d0.loss_cls": 2.1589391231536865, "decode.d0.loss_mask": 0.7819803088903428, "decode.d0.loss_dice": 1.2933527559041977, "decode.d1.loss_cls": 0.7409598603844643, "decode.d1.loss_mask": 0.6868832051753998, "decode.d1.loss_dice": 1.1521076321601869, "decode.d2.loss_cls": 0.5228575587272644, "decode.d2.loss_mask": 0.6778289556503296, "decode.d2.loss_dice": 1.0805524826049804, "decode.d3.loss_cls": 0.5306510880589486, "decode.d3.loss_mask": 0.6634632706642151, "decode.d3.loss_dice": 1.0399921536445618, "decode.d4.loss_cls": 0.43399256840348244, "decode.d4.loss_mask": 0.6831146836280823, "decode.d4.loss_dice": 1.0727198541164398, "decode.d5.loss_cls": 0.48379467278718946, "decode.d5.loss_mask": 0.6487028151750565, "decode.d5.loss_dice": 1.0449932187795639, "decode.d6.loss_cls": 0.3979554414749146, "decode.d6.loss_mask": 0.6550902381539345, "decode.d6.loss_dice": 1.0837620124220848, "decode.d7.loss_cls": 0.4475246101617813, "decode.d7.loss_mask": 0.645446953177452, "decode.d7.loss_dice": 1.0473520785570145, "decode.d8.loss_cls": 0.43754255920648577, "decode.d8.loss_mask": 0.6390301689505578, "decode.d8.loss_dice": 1.0293173298239708, "time": 0.5378650903701783, "memory": 7243, "step": 158850}
{"lr": 1.131222084586725e-07, "data_time": 0.009654927253723144, "grad_norm": 90.91347961425781, "loss": 18.725763082504272, "decode.loss_cls": 0.3043894600123167, "decode.loss_mask": 0.5330978482961655, "decode.loss_dice": 0.6949704453349114, "decode.d0.loss_cls": 2.0395867943763735, "decode.d0.loss_mask": 0.6021220833063126, "decode.d0.loss_dice": 0.8634961366653442, "decode.d1.loss_cls": 0.5483704164624215, "decode.d1.loss_mask": 0.6153161644935607, "decode.d1.loss_dice": 0.7904124394059181, "decode.d2.loss_cls": 0.5785613127052784, "decode.d2.loss_mask": 0.556837385892868, "decode.d2.loss_dice": 0.7498326510190964, "decode.d3.loss_cls": 0.5008890725672245, "decode.d3.loss_mask": 0.538798525929451, "decode.d3.loss_dice": 0.7103460282087326, "decode.d4.loss_cls": 0.4513400914147496, "decode.d4.loss_mask": 0.530326797068119, "decode.d4.loss_dice": 0.6978513807058334, "decode.d5.loss_cls": 0.40355531983077525, "decode.d5.loss_mask": 0.5224903538823128, "decode.d5.loss_dice": 0.6966939955949784, "decode.d6.loss_cls": 0.4292259026318789, "decode.d6.loss_mask": 0.5106422513723373, "decode.d6.loss_dice": 0.6969196945428848, "decode.d7.loss_cls": 0.3982391759753227, "decode.d7.loss_mask": 0.5066000953316688, "decode.d7.loss_dice": 0.7015019327402114, "decode.d8.loss_cls": 0.32797901313751937, "decode.d8.loss_mask": 0.5361265152692795, "decode.d8.loss_dice": 0.6892433300614357, "time": 0.5387490272521973, "memory": 7257, "step": 158900}
{"lr": 1.084837845908213e-07, "data_time": 0.009320950508117676, "grad_norm": 89.5134376525879, "loss": 18.61799201965332, "decode.loss_cls": 0.2995696611702442, "decode.loss_mask": 0.4627615585923195, "decode.loss_dice": 0.8295101284980774, "decode.d0.loss_cls": 1.8138472199440003, "decode.d0.loss_mask": 0.588374973833561, "decode.d0.loss_dice": 1.0668546438217164, "decode.d1.loss_cls": 0.6009112283587456, "decode.d1.loss_mask": 0.49095578789711, "decode.d1.loss_dice": 0.9109071880578995, "decode.d2.loss_cls": 0.4151585318148136, "decode.d2.loss_mask": 0.48128777742385864, "decode.d2.loss_dice": 0.8725443005561828, "decode.d3.loss_cls": 0.38058291748166084, "decode.d3.loss_mask": 0.4698275476694107, "decode.d3.loss_dice": 0.842012906074524, "decode.d4.loss_cls": 0.3414660178124905, "decode.d4.loss_mask": 0.4671818852424622, "decode.d4.loss_dice": 0.8428044617176056, "decode.d5.loss_cls": 0.31271838694810866, "decode.d5.loss_mask": 0.46950310468673706, "decode.d5.loss_dice": 0.8439487338066101, "decode.d6.loss_cls": 0.33469481356441977, "decode.d6.loss_mask": 0.4676561951637268, "decode.d6.loss_dice": 0.8342594295740128, "decode.d7.loss_cls": 0.2786513980478048, "decode.d7.loss_mask": 0.4707389667630196, "decode.d7.loss_dice": 0.8432059019804001, "decode.d8.loss_cls": 0.29889570102095603, "decode.d8.loss_mask": 0.45891225934028623, "decode.d8.loss_dice": 0.8282485097646713, "time": 0.5656831979751586, "memory": 7206, "step": 158950}
{"lr": 1.0382321150171014e-07, "data_time": 0.009470367431640625, "grad_norm": 76.84170227050781, "loss": 20.44982738494873, "decode.loss_cls": 0.2181155439466238, "decode.loss_mask": 0.5616486072540283, "decode.loss_dice": 0.9326353371143341, "decode.d0.loss_cls": 2.192516767978668, "decode.d0.loss_mask": 0.6505489379167557, "decode.d0.loss_dice": 1.0950595498085023, "decode.d1.loss_cls": 0.46317285746335984, "decode.d1.loss_mask": 0.600028070807457, "decode.d1.loss_dice": 1.0421588510274886, "decode.d2.loss_cls": 0.4188324064016342, "decode.d2.loss_mask": 0.5823767989873886, "decode.d2.loss_dice": 0.9743216753005981, "decode.d3.loss_cls": 0.3240835353732109, "decode.d3.loss_mask": 0.5791899353265763, "decode.d3.loss_dice": 0.9604970544576645, "decode.d4.loss_cls": 0.3011376865208149, "decode.d4.loss_mask": 0.5782338306307793, "decode.d4.loss_dice": 0.9537382662296295, "decode.d5.loss_cls": 0.2877558201551437, "decode.d5.loss_mask": 0.5669679552316665, "decode.d5.loss_dice": 0.9502463221549988, "decode.d6.loss_cls": 0.2500409658998251, "decode.d6.loss_mask": 0.5661500543355942, "decode.d6.loss_dice": 0.9357491195201874, "decode.d7.loss_cls": 0.23932974450290204, "decode.d7.loss_mask": 0.5597754076123238, "decode.d7.loss_dice": 0.9357246637344361, "decode.d8.loss_cls": 0.21279631443321706, "decode.d8.loss_mask": 0.5650439471006393, "decode.d8.loss_dice": 0.9519497364759445, "time": 0.5379689455032348, "memory": 7212, "step": 159000}
{"lr": 9.913926693598022e-08, "data_time": 0.009650731086730957, "grad_norm": 84.05880279541016, "loss": 22.41304655075073, "decode.loss_cls": 0.38537520803511144, "decode.loss_mask": 0.5861960887908936, "decode.loss_dice": 0.9871901422739029, "decode.d0.loss_cls": 2.0237347364425657, "decode.d0.loss_mask": 0.639072573184967, "decode.d0.loss_dice": 1.1693589001893998, "decode.d1.loss_cls": 0.702491608262062, "decode.d1.loss_mask": 0.5918841511011124, "decode.d1.loss_dice": 1.0366801023483276, "decode.d2.loss_cls": 0.5122514277696609, "decode.d2.loss_mask": 0.593943253159523, "decode.d2.loss_dice": 1.0382186681032182, "decode.d3.loss_cls": 0.5062540978193283, "decode.d3.loss_mask": 0.5713296920061112, "decode.d3.loss_dice": 0.9990816175937652, "decode.d4.loss_cls": 0.46396093964576723, "decode.d4.loss_mask": 0.5733518242835999, "decode.d4.loss_dice": 0.9876439720392227, "decode.d5.loss_cls": 0.45855462178587914, "decode.d5.loss_mask": 0.5795540809631348, "decode.d5.loss_dice": 0.9804181754589081, "decode.d6.loss_cls": 0.39612161442637445, "decode.d6.loss_mask": 0.5878407746553421, "decode.d6.loss_dice": 1.0144755631685256, "decode.d7.loss_cls": 0.43536570072174074, "decode.d7.loss_mask": 0.5841827303171158, "decode.d7.loss_dice": 1.005760481953621, "decode.d8.loss_cls": 0.39222949370741844, "decode.d8.loss_mask": 0.5902969062328338, "decode.d8.loss_dice": 1.0202275395393372, "time": 0.5373071670532227, "memory": 7266, "step": 159050}
{"lr": 9.443059301435665e-08, "data_time": 0.009604454040527344, "grad_norm": 100.04995880126953, "loss": 24.33231830596924, "decode.loss_cls": 0.4381018176674843, "decode.loss_mask": 0.6148210287094116, "decode.loss_dice": 1.0673225820064545, "decode.d0.loss_cls": 2.3958139419555664, "decode.d0.loss_mask": 0.6782168745994568, "decode.d0.loss_dice": 1.3027191758155823, "decode.d1.loss_cls": 0.7703363433480263, "decode.d1.loss_mask": 0.5976108193397522, "decode.d1.loss_dice": 1.1086961269378661, "decode.d2.loss_cls": 0.6292206570506096, "decode.d2.loss_mask": 0.616081839799881, "decode.d2.loss_dice": 1.0828152537345885, "decode.d3.loss_cls": 0.5959073930978775, "decode.d3.loss_mask": 0.6039699599146843, "decode.d3.loss_dice": 1.0607025027275085, "decode.d4.loss_cls": 0.5699514985084534, "decode.d4.loss_mask": 0.6036002174019813, "decode.d4.loss_dice": 1.0533725380897523, "decode.d5.loss_cls": 0.47988166362047197, "decode.d5.loss_mask": 0.6090445876121521, "decode.d5.loss_dice": 1.089627242088318, "decode.d6.loss_cls": 0.47703732922673225, "decode.d6.loss_mask": 0.6016740083694458, "decode.d6.loss_dice": 1.0589309096336366, "decode.d7.loss_cls": 0.45112122148275374, "decode.d7.loss_mask": 0.6081984445452691, "decode.d7.loss_dice": 1.0513023912906647, "decode.d8.loss_cls": 0.4357655443251133, "decode.d8.loss_mask": 0.6186144202947617, "decode.d8.loss_dice": 1.0618596494197845, "time": 0.5636613845825196, "memory": 7274, "step": 159100}
{"lr": 8.969567276742767e-08, "data_time": 0.00959923267364502, "grad_norm": 98.18698348999024, "loss": 24.35015163421631, "decode.loss_cls": 0.5642699908465147, "decode.loss_mask": 0.637042784690857, "decode.loss_dice": 0.9463591635227203, "decode.d0.loss_cls": 2.227767699956894, "decode.d0.loss_mask": 0.6730320811271667, "decode.d0.loss_dice": 1.1239735722541808, "decode.d1.loss_cls": 0.6498414605855942, "decode.d1.loss_mask": 0.6622616201639175, "decode.d1.loss_dice": 1.0821140229701995, "decode.d2.loss_cls": 0.7171886548399925, "decode.d2.loss_mask": 0.6666561841964722, "decode.d2.loss_dice": 1.0098149240016938, "decode.d3.loss_cls": 0.6438076421618462, "decode.d3.loss_mask": 0.6534991174936294, "decode.d3.loss_dice": 0.9921385228633881, "decode.d4.loss_cls": 0.6116980955004692, "decode.d4.loss_mask": 0.6727498143911361, "decode.d4.loss_dice": 1.013474041223526, "decode.d5.loss_cls": 0.5865700252354145, "decode.d5.loss_mask": 0.6785120368003845, "decode.d5.loss_dice": 0.9930548429489136, "decode.d6.loss_cls": 0.570961669459939, "decode.d6.loss_mask": 0.6466466099023819, "decode.d6.loss_dice": 0.9878464460372924, "decode.d7.loss_cls": 0.5495426587760448, "decode.d7.loss_mask": 0.6463237881660462, "decode.d7.loss_dice": 0.9835344910621643, "decode.d8.loss_cls": 0.5403198175132274, "decode.d8.loss_mask": 0.640136393904686, "decode.d8.loss_dice": 0.979014229774475, "time": 0.5372295141220093, "memory": 7204, "step": 159150}
{"lr": 8.493280097886613e-08, "data_time": 0.0096116304397583, "grad_norm": 80.90502052307129, "loss": 24.480885696411132, "decode.loss_cls": 0.3308104157447815, "decode.loss_mask": 0.7261757642030716, "decode.loss_dice": 1.1343358635902405, "decode.d0.loss_cls": 1.9906567454338073, "decode.d0.loss_mask": 0.8132706210017204, "decode.d0.loss_dice": 1.3443178445100785, "decode.d1.loss_cls": 0.5212636895477771, "decode.d1.loss_mask": 0.7721846252679825, "decode.d1.loss_dice": 1.1784331113100053, "decode.d2.loss_cls": 0.46113029196858407, "decode.d2.loss_mask": 0.7540768578648567, "decode.d2.loss_dice": 1.1907245904207229, "decode.d3.loss_cls": 0.4198144540190697, "decode.d3.loss_mask": 0.733244600892067, "decode.d3.loss_dice": 1.1290714621543885, "decode.d4.loss_cls": 0.42164129167795183, "decode.d4.loss_mask": 0.7222176387906074, "decode.d4.loss_dice": 1.1554541021585465, "decode.d5.loss_cls": 0.36961233615875244, "decode.d5.loss_mask": 0.7283337026834488, "decode.d5.loss_dice": 1.1452048420906067, "decode.d6.loss_cls": 0.3348499216139317, "decode.d6.loss_mask": 0.7195843875408172, "decode.d6.loss_dice": 1.0720676273107528, "decode.d7.loss_cls": 0.2927448429167271, "decode.d7.loss_mask": 0.7301361069083214, "decode.d7.loss_dice": 1.1352060288190842, "decode.d8.loss_cls": 0.31648531928658485, "decode.d8.loss_mask": 0.7121738582849503, "decode.d8.loss_dice": 1.125661763548851, "time": 0.5350584268569947, "memory": 7254, "step": 159200}
{"lr": 8.014004751251196e-08, "data_time": 0.00959634780883789, "grad_norm": 98.04620704650878, "loss": 23.417961025238036, "decode.loss_cls": 0.38766291588544843, "decode.loss_mask": 0.67813840508461, "decode.loss_dice": 0.9266031742095947, "decode.d0.loss_cls": 2.3145817518234253, "decode.d0.loss_mask": 0.8276102781295777, "decode.d0.loss_dice": 1.2227693051099777, "decode.d1.loss_cls": 0.6346231289207935, "decode.d1.loss_mask": 0.7413330495357513, "decode.d1.loss_dice": 1.0719588994979858, "decode.d2.loss_cls": 0.544769674539566, "decode.d2.loss_mask": 0.7097617864608765, "decode.d2.loss_dice": 0.9899886280298233, "decode.d3.loss_cls": 0.5232791937887669, "decode.d3.loss_mask": 0.7127315849065781, "decode.d3.loss_dice": 0.910758450627327, "decode.d4.loss_cls": 0.4559908166527748, "decode.d4.loss_mask": 0.6981569558382035, "decode.d4.loss_dice": 0.9661871135234833, "decode.d5.loss_cls": 0.4587284032255411, "decode.d5.loss_mask": 0.6845906645059585, "decode.d5.loss_dice": 0.9272181361913681, "decode.d6.loss_cls": 0.45070129781961443, "decode.d6.loss_mask": 0.6736057192087174, "decode.d6.loss_dice": 0.920928230881691, "decode.d7.loss_cls": 0.39307194389402866, "decode.d7.loss_mask": 0.6804600864648819, "decode.d7.loss_dice": 0.9336736321449279, "decode.d8.loss_cls": 0.37807444781064986, "decode.d8.loss_mask": 0.675863865017891, "decode.d8.loss_dice": 0.9241395860910415, "time": 0.5355004072189331, "memory": 7339, "step": 159250}
{"lr": 7.53152105496782e-08, "data_time": 0.009521126747131348, "grad_norm": 83.95608215332031, "loss": 16.95274419784546, "decode.loss_cls": 0.2949510425329208, "decode.loss_mask": 0.4722789406776428, "decode.loss_dice": 0.6415280118584633, "decode.d0.loss_cls": 1.8275490760803224, "decode.d0.loss_mask": 0.5756566107273102, "decode.d0.loss_dice": 0.8294620960950851, "decode.d1.loss_cls": 0.5230359256267547, "decode.d1.loss_mask": 0.5104945868253707, "decode.d1.loss_dice": 0.7213401526212693, "decode.d2.loss_cls": 0.4452839732170105, "decode.d2.loss_mask": 0.4966512739658356, "decode.d2.loss_dice": 0.7230463445186615, "decode.d3.loss_cls": 0.40504030585289, "decode.d3.loss_mask": 0.49257470965385436, "decode.d3.loss_dice": 0.6878178477287292, "decode.d4.loss_cls": 0.38497177585959436, "decode.d4.loss_mask": 0.4849278688430786, "decode.d4.loss_dice": 0.6741768598556519, "decode.d5.loss_cls": 0.3308937899768353, "decode.d5.loss_mask": 0.47799052596092223, "decode.d5.loss_dice": 0.6693599760532379, "decode.d6.loss_cls": 0.3073590248823166, "decode.d6.loss_mask": 0.4800055056810379, "decode.d6.loss_dice": 0.6582204043865204, "decode.d7.loss_cls": 0.3014056093990803, "decode.d7.loss_mask": 0.47528040409088135, "decode.d7.loss_dice": 0.650400310754776, "decode.d8.loss_cls": 0.25352220684289933, "decode.d8.loss_mask": 0.47691124975681304, "decode.d8.loss_dice": 0.6806073218584061, "time": 0.58633451461792, "memory": 7204, "step": 159300}
{"lr": 7.045575603221544e-08, "data_time": 0.00926802158355713, "grad_norm": 78.82102127075196, "loss": 17.606854915618896, "decode.loss_cls": 0.2970361612737179, "decode.loss_mask": 0.4967620372772217, "decode.loss_dice": 0.7042058229446411, "decode.d0.loss_cls": 1.8800121426582337, "decode.d0.loss_mask": 0.5396099060773849, "decode.d0.loss_dice": 0.8220902681350708, "decode.d1.loss_cls": 0.5517714276909829, "decode.d1.loss_mask": 0.52826127409935, "decode.d1.loss_dice": 0.7677209556102753, "decode.d2.loss_cls": 0.434897967427969, "decode.d2.loss_mask": 0.5324038833379745, "decode.d2.loss_dice": 0.7675499856472016, "decode.d3.loss_cls": 0.3726708121597767, "decode.d3.loss_mask": 0.5164738893508911, "decode.d3.loss_dice": 0.7262950628995896, "decode.d4.loss_cls": 0.34247174933552743, "decode.d4.loss_mask": 0.5158321350812912, "decode.d4.loss_dice": 0.7305641829967499, "decode.d5.loss_cls": 0.3277518980205059, "decode.d5.loss_mask": 0.5159226149320603, "decode.d5.loss_dice": 0.7133296072483063, "decode.d6.loss_cls": 0.3060972221195698, "decode.d6.loss_mask": 0.4966884881258011, "decode.d6.loss_dice": 0.6982170224189759, "decode.d7.loss_cls": 0.3306153014302254, "decode.d7.loss_mask": 0.4843579024076462, "decode.d7.loss_dice": 0.69423206448555, "decode.d8.loss_cls": 0.3197857514023781, "decode.d8.loss_mask": 0.49688825011253357, "decode.d8.loss_dice": 0.6963387101888656, "time": 0.5359469175338745, "memory": 7243, "step": 159350}
{"lr": 6.555873785222818e-08, "data_time": 0.009221768379211426, "grad_norm": 93.18104476928711, "loss": 20.00736403465271, "decode.loss_cls": 0.2858082700520754, "decode.loss_mask": 0.5634745135903358, "decode.loss_dice": 0.8959248930215835, "decode.d0.loss_cls": 1.9484421610832214, "decode.d0.loss_mask": 0.6576380133628845, "decode.d0.loss_dice": 0.9935985922813415, "decode.d1.loss_cls": 0.4670241497457027, "decode.d1.loss_mask": 0.609351646900177, "decode.d1.loss_dice": 0.9466651499271392, "decode.d2.loss_cls": 0.42392943017184737, "decode.d2.loss_mask": 0.5902656078338623, "decode.d2.loss_dice": 0.9556138336658477, "decode.d3.loss_cls": 0.33221018202602864, "decode.d3.loss_mask": 0.5873921886086464, "decode.d3.loss_dice": 0.8931606531143188, "decode.d4.loss_cls": 0.31696058697998525, "decode.d4.loss_mask": 0.5772614106535912, "decode.d4.loss_dice": 0.8964362472295762, "decode.d5.loss_cls": 0.3240827426314354, "decode.d5.loss_mask": 0.5913716167211532, "decode.d5.loss_dice": 0.8920733779668808, "decode.d6.loss_cls": 0.32340176943689586, "decode.d6.loss_mask": 0.5623311698436737, "decode.d6.loss_dice": 0.8721489235758781, "decode.d7.loss_cls": 0.266688528098166, "decode.d7.loss_mask": 0.5779266804456711, "decode.d7.loss_dice": 0.9080798104405403, "decode.d8.loss_cls": 0.29812304954975843, "decode.d8.loss_mask": 0.5544569477438926, "decode.d8.loss_dice": 0.8955220520496369, "time": 0.5649386167526245, "memory": 7220, "step": 159400}
{"lr": 6.062069052475185e-08, "data_time": 0.00937349796295166, "grad_norm": 82.62707481384277, "loss": 21.626095151901247, "decode.loss_cls": 0.38280782140791414, "decode.loss_mask": 0.46237813830375674, "decode.loss_dice": 0.9598253101110459, "decode.d0.loss_cls": 2.305659884214401, "decode.d0.loss_mask": 0.5782107889652253, "decode.d0.loss_dice": 1.2673285901546478, "decode.d1.loss_cls": 0.746264174580574, "decode.d1.loss_mask": 0.4969628795981407, "decode.d1.loss_dice": 1.0995134875178336, "decode.d2.loss_cls": 0.6031935948878526, "decode.d2.loss_mask": 0.4760002106428146, "decode.d2.loss_dice": 1.0331201910972596, "decode.d3.loss_cls": 0.48487752825021746, "decode.d3.loss_mask": 0.463398577272892, "decode.d3.loss_dice": 1.0067147672176362, "decode.d4.loss_cls": 0.43293119333684443, "decode.d4.loss_mask": 0.4662086695432663, "decode.d4.loss_dice": 1.02235446870327, "decode.d5.loss_cls": 0.43510853312909603, "decode.d5.loss_mask": 0.46255201399326323, "decode.d5.loss_dice": 0.9915682256221772, "decode.d6.loss_cls": 0.3970065452158451, "decode.d6.loss_mask": 0.45833040922880175, "decode.d6.loss_dice": 0.9823116183280944, "decode.d7.loss_cls": 0.37000998109579086, "decode.d7.loss_mask": 0.4544682800769806, "decode.d7.loss_dice": 0.9776621416211129, "decode.d8.loss_cls": 0.3893261644989252, "decode.d8.loss_mask": 0.4594227895140648, "decode.d8.loss_dice": 0.960576719045639, "time": 0.5348268270492553, "memory": 7219, "step": 159450}
{"lr": 5.56374814414129e-08, "data_time": 0.00940687656402588, "grad_norm": 94.27546844482421, "loss": 20.60168924331665, "decode.loss_cls": 0.42800070270895957, "decode.loss_mask": 0.4977060467004776, "decode.loss_dice": 0.8545952081680298, "decode.d0.loss_cls": 2.160807490348816, "decode.d0.loss_mask": 0.594775840640068, "decode.d0.loss_dice": 1.0648923426866532, "decode.d1.loss_cls": 0.647628428041935, "decode.d1.loss_mask": 0.5354595094919204, "decode.d1.loss_dice": 0.9370264545083046, "decode.d2.loss_cls": 0.5379978388547897, "decode.d2.loss_mask": 0.5261344820261001, "decode.d2.loss_dice": 0.8971847891807556, "decode.d3.loss_cls": 0.5042631141841412, "decode.d3.loss_mask": 0.5187853127717972, "decode.d3.loss_dice": 0.8535933941602707, "decode.d4.loss_cls": 0.47479838989675044, "decode.d4.loss_mask": 0.516184338927269, "decode.d4.loss_dice": 0.8212002635002136, "decode.d5.loss_cls": 0.44873490519821646, "decode.d5.loss_mask": 0.510680741071701, "decode.d5.loss_dice": 0.8587993577122688, "decode.d6.loss_cls": 0.4532195910811424, "decode.d6.loss_mask": 0.5122672885656356, "decode.d6.loss_dice": 0.8255580812692642, "decode.d7.loss_cls": 0.45259951055049896, "decode.d7.loss_mask": 0.5055962651968002, "decode.d7.loss_dice": 0.8342880740761757, "decode.d8.loss_cls": 0.46545422449707985, "decode.d8.loss_mask": 0.5029078900814057, "decode.d8.loss_dice": 0.8605497673153877, "time": 0.5354241132736206, "memory": 7301, "step": 159500}
{"lr": 5.060410182217627e-08, "data_time": 0.00941760540008545, "grad_norm": 82.17705955505372, "loss": 25.417436790466308, "decode.loss_cls": 0.5351700998842717, "decode.loss_mask": 0.6069013416767121, "decode.loss_dice": 1.1061802744865417, "decode.d0.loss_cls": 2.2691463112831114, "decode.d0.loss_mask": 0.6632221937179565, "decode.d0.loss_dice": 1.3159943759441375, "decode.d1.loss_cls": 0.8291599065065384, "decode.d1.loss_mask": 0.6560932219028472, "decode.d1.loss_dice": 1.1854145407676697, "decode.d2.loss_cls": 0.7108793020248413, "decode.d2.loss_mask": 0.6427525371313095, "decode.d2.loss_dice": 1.1339928150177, "decode.d3.loss_cls": 0.6568907663226128, "decode.d3.loss_mask": 0.6125590085983277, "decode.d3.loss_dice": 1.0862548887729644, "decode.d4.loss_cls": 0.5870751559734344, "decode.d4.loss_mask": 0.6092347472906112, "decode.d4.loss_dice": 1.1142184495925904, "decode.d5.loss_cls": 0.5489650547504425, "decode.d5.loss_mask": 0.602535194158554, "decode.d5.loss_dice": 1.1400953888893128, "decode.d6.loss_cls": 0.5658232018351554, "decode.d6.loss_mask": 0.5972828835248947, "decode.d6.loss_dice": 1.0825753808021545, "decode.d7.loss_cls": 0.6055422753095627, "decode.d7.loss_mask": 0.5981132239103317, "decode.d7.loss_dice": 1.1074128031730652, "decode.d8.loss_cls": 0.5498307406902313, "decode.d8.loss_mask": 0.5975340068340301, "decode.d8.loss_dice": 1.1005880534648895, "time": 0.5346569299697876, "memory": 7232, "step": 159550}
{"lr": 4.551436109401263e-08, "data_time": 0.00934443473815918, "grad_norm": 81.56458854675293, "loss": 23.443540954589842, "decode.loss_cls": 0.40293383598327637, "decode.loss_mask": 0.7073979288339615, "decode.loss_dice": 1.009692794084549, "decode.d0.loss_cls": 2.1200229287147523, "decode.d0.loss_mask": 0.7669710278511047, "decode.d0.loss_dice": 1.183143937587738, "decode.d1.loss_cls": 0.4588267371058464, "decode.d1.loss_mask": 0.7667497217655181, "decode.d1.loss_dice": 1.0973115980625152, "decode.d2.loss_cls": 0.4402762547135353, "decode.d2.loss_mask": 0.7377990484237671, "decode.d2.loss_dice": 1.0584878325462341, "decode.d3.loss_cls": 0.37870843932032583, "decode.d3.loss_mask": 0.7320845037698746, "decode.d3.loss_dice": 1.0352550864219665, "decode.d4.loss_cls": 0.3572101540863514, "decode.d4.loss_mask": 0.7254290819168091, "decode.d4.loss_dice": 1.0480949938297273, "decode.d5.loss_cls": 0.3589207351207733, "decode.d5.loss_mask": 0.714296555519104, "decode.d5.loss_dice": 1.0156845808029176, "decode.d6.loss_cls": 0.4389429077506065, "decode.d6.loss_mask": 0.7120812714099884, "decode.d6.loss_dice": 1.0075518816709519, "decode.d7.loss_cls": 0.3628242306411266, "decode.d7.loss_mask": 0.7138599067926407, "decode.d7.loss_dice": 1.0288683086633683, "decode.d8.loss_cls": 0.3344444766640663, "decode.d8.loss_mask": 0.7104938864707947, "decode.d8.loss_dice": 1.019176545739174, "time": 0.5362600326538086, "memory": 7235, "step": 159600}
{"lr": 4.036042199623929e-08, "data_time": 0.00940845012664795, "grad_norm": 97.0033115386963, "loss": 23.218945598602296, "decode.loss_cls": 0.43226704448461534, "decode.loss_mask": 0.6046457275748253, "decode.loss_dice": 0.9952199071645736, "decode.d0.loss_cls": 2.0866809368133543, "decode.d0.loss_mask": 0.6310809344053269, "decode.d0.loss_dice": 1.1530589550733565, "decode.d1.loss_cls": 0.628003328293562, "decode.d1.loss_mask": 0.6340410873293877, "decode.d1.loss_dice": 1.0848905205726624, "decode.d2.loss_cls": 0.5536439478397369, "decode.d2.loss_mask": 0.6511176615953446, "decode.d2.loss_dice": 1.0342345803976059, "decode.d3.loss_cls": 0.5316063009202481, "decode.d3.loss_mask": 0.6131956905126572, "decode.d3.loss_dice": 1.0204866379499435, "decode.d4.loss_cls": 0.5147114232182503, "decode.d4.loss_mask": 0.6044511884450913, "decode.d4.loss_dice": 1.0198870122432708, "decode.d5.loss_cls": 0.5209148928523064, "decode.d5.loss_mask": 0.613232496380806, "decode.d5.loss_dice": 1.0172475218772887, "decode.d6.loss_cls": 0.5028589583933354, "decode.d6.loss_mask": 0.5974518045783043, "decode.d6.loss_dice": 0.9999914914369583, "decode.d7.loss_cls": 0.5121619999408722, "decode.d7.loss_mask": 0.6113059341907501, "decode.d7.loss_dice": 1.0053473562002182, "decode.d8.loss_cls": 0.45374187640845776, "decode.d8.loss_mask": 0.5899162143468857, "decode.d8.loss_dice": 1.0015525966882706, "time": 0.559558916091919, "memory": 7227, "step": 159650}
{"lr": 3.513205773369589e-08, "data_time": 0.009122037887573242, "grad_norm": 94.66929626464844, "loss": 19.122924041748046, "decode.loss_cls": 0.30207952708005903, "decode.loss_mask": 0.514116159081459, "decode.loss_dice": 0.8844050467014313, "decode.d0.loss_cls": 1.7346301794052124, "decode.d0.loss_mask": 0.5568293035030365, "decode.d0.loss_dice": 0.9768938958644867, "decode.d1.loss_cls": 0.4208423659205437, "decode.d1.loss_mask": 0.5859503597021103, "decode.d1.loss_dice": 0.9659291863441467, "decode.d2.loss_cls": 0.4095055125653744, "decode.d2.loss_mask": 0.5407210886478424, "decode.d2.loss_dice": 0.9157394409179688, "decode.d3.loss_cls": 0.3242668241262436, "decode.d3.loss_mask": 0.5464589953422546, "decode.d3.loss_dice": 0.9013026088476181, "decode.d4.loss_cls": 0.3041939452290535, "decode.d4.loss_mask": 0.5289600253105163, "decode.d4.loss_dice": 0.9062504380941391, "decode.d5.loss_cls": 0.2772948626428843, "decode.d5.loss_mask": 0.5330230534076691, "decode.d5.loss_dice": 0.8923501670360565, "decode.d6.loss_cls": 0.3323176927864552, "decode.d6.loss_mask": 0.5246425300836564, "decode.d6.loss_dice": 0.8764916300773621, "decode.d7.loss_cls": 0.28986798599362373, "decode.d7.loss_mask": 0.5245120525360107, "decode.d7.loss_dice": 0.8723830908536911, "decode.d8.loss_cls": 0.3105770707130432, "decode.d8.loss_mask": 0.5103172481060028, "decode.d8.loss_dice": 0.8600714266300201, "time": 0.5342841386795044, "memory": 7242, "step": 159700}
{"lr": 2.981538806563095e-08, "data_time": 0.009329104423522949, "grad_norm": 80.11996650695801, "loss": 25.148382663726807, "decode.loss_cls": 0.4114697612822056, "decode.loss_mask": 0.7457188814878464, "decode.loss_dice": 0.9905464231967926, "decode.d0.loss_cls": 2.3232683897018434, "decode.d0.loss_mask": 0.8200646281242371, "decode.d0.loss_dice": 1.2138836085796356, "decode.d1.loss_cls": 0.7307537972927094, "decode.d1.loss_mask": 0.7823146224021912, "decode.d1.loss_dice": 1.1221494853496552, "decode.d2.loss_cls": 0.621818345785141, "decode.d2.loss_mask": 0.7628331363201142, "decode.d2.loss_dice": 1.032190555334091, "decode.d3.loss_cls": 0.6038038209080696, "decode.d3.loss_mask": 0.7609974950551986, "decode.d3.loss_dice": 1.0316069781780244, "decode.d4.loss_cls": 0.5292147472500801, "decode.d4.loss_mask": 0.7648124426603318, "decode.d4.loss_dice": 1.0328180313110351, "decode.d5.loss_cls": 0.4653901606798172, "decode.d5.loss_mask": 0.7670064598321915, "decode.d5.loss_dice": 1.0571704387664795, "decode.d6.loss_cls": 0.482651287317276, "decode.d6.loss_mask": 0.7475979030132294, "decode.d6.loss_dice": 0.9958616554737091, "decode.d7.loss_cls": 0.44649050757288933, "decode.d7.loss_mask": 0.7473431885242462, "decode.d7.loss_dice": 0.984530645608902, "decode.d8.loss_cls": 0.42769095599651336, "decode.d8.loss_mask": 0.7544225871562957, "decode.d8.loss_dice": 0.9919618964195251, "time": 0.5619319677352905, "memory": 7265, "step": 159750}
{"lr": 2.4390542192428544e-08, "data_time": 0.009296798706054687, "grad_norm": 81.64889793395996, "loss": 18.355453872680663, "decode.loss_cls": 0.25685660764575, "decode.loss_mask": 0.421436707675457, "decode.loss_dice": 0.8412081956863403, "decode.d0.loss_cls": 2.05359833240509, "decode.d0.loss_mask": 0.4824959129095078, "decode.d0.loss_dice": 1.0301860183477403, "decode.d1.loss_cls": 0.6271999854594469, "decode.d1.loss_mask": 0.44204752147197723, "decode.d1.loss_dice": 0.8977859139442443, "decode.d2.loss_cls": 0.45864405296742916, "decode.d2.loss_mask": 0.42303880155086515, "decode.d2.loss_dice": 0.8654153496026993, "decode.d3.loss_cls": 0.41414411962032316, "decode.d3.loss_mask": 0.4219428986310959, "decode.d3.loss_dice": 0.872475565969944, "decode.d4.loss_cls": 0.3256783366203308, "decode.d4.loss_mask": 0.41751626431941985, "decode.d4.loss_dice": 0.8686689585447311, "decode.d5.loss_cls": 0.3138422921299934, "decode.d5.loss_mask": 0.42844006419181824, "decode.d5.loss_dice": 0.8495932087302208, "decode.d6.loss_cls": 0.2958073604851961, "decode.d6.loss_mask": 0.4289177030324936, "decode.d6.loss_dice": 0.8462165772914887, "decode.d7.loss_cls": 0.2734608419239521, "decode.d7.loss_mask": 0.4223574370145798, "decode.d7.loss_dice": 0.8395451933145524, "decode.d8.loss_cls": 0.27831785697489975, "decode.d8.loss_mask": 0.4205342695116997, "decode.d8.loss_dice": 0.8380813628435135, "time": 0.5599232912063599, "memory": 7286, "step": 159800}
{"lr": 1.8826803581634096e-08, "data_time": 0.009129047393798828, "grad_norm": 84.02541656494141, "loss": 21.136271810531618, "decode.loss_cls": 0.24225421734154223, "decode.loss_mask": 0.528232318162918, "decode.loss_dice": 1.0469860970973968, "decode.d0.loss_cls": 1.8926090359687806, "decode.d0.loss_mask": 0.5906451195478439, "decode.d0.loss_dice": 1.2256671249866486, "decode.d1.loss_cls": 0.5352863252162934, "decode.d1.loss_mask": 0.5409081965684891, "decode.d1.loss_dice": 1.0943970292806626, "decode.d2.loss_cls": 0.45656935274600985, "decode.d2.loss_mask": 0.5369239583611488, "decode.d2.loss_dice": 1.1085118994116783, "decode.d3.loss_cls": 0.3842903047800064, "decode.d3.loss_mask": 0.5301080614328384, "decode.d3.loss_dice": 1.056414219737053, "decode.d4.loss_cls": 0.37175294421613214, "decode.d4.loss_mask": 0.5326885923743248, "decode.d4.loss_dice": 1.0668526530265807, "decode.d5.loss_cls": 0.30371488258242607, "decode.d5.loss_mask": 0.5359694197773933, "decode.d5.loss_dice": 1.0523895472288132, "decode.d6.loss_cls": 0.283348573744297, "decode.d6.loss_mask": 0.529881939291954, "decode.d6.loss_dice": 1.043336570262909, "decode.d7.loss_cls": 0.25410223118960856, "decode.d7.loss_mask": 0.5289896562695503, "decode.d7.loss_dice": 1.0355380311608315, "decode.d8.loss_cls": 0.24455602020025252, "decode.d8.loss_mask": 0.5282694637775421, "decode.d8.loss_dice": 1.055079135298729, "time": 0.5586957693099975, "memory": 7230, "step": 159850}
{"lr": 1.3070567929358357e-08, "data_time": 0.009305119514465332, "grad_norm": 96.76838035583496, "loss": 24.243497371673584, "decode.loss_cls": 0.41801593229174616, "decode.loss_mask": 0.6823970586061477, "decode.loss_dice": 1.034800872206688, "decode.d0.loss_cls": 2.1969258785247803, "decode.d0.loss_mask": 0.7682744473218918, "decode.d0.loss_dice": 1.1854867905378341, "decode.d1.loss_cls": 0.6391428142786026, "decode.d1.loss_mask": 0.708890387415886, "decode.d1.loss_dice": 1.1432725816965104, "decode.d2.loss_cls": 0.6462292730808258, "decode.d2.loss_mask": 0.6791114538908005, "decode.d2.loss_dice": 1.0647711426019668, "decode.d3.loss_cls": 0.5267610520124435, "decode.d3.loss_mask": 0.6972983330488205, "decode.d3.loss_dice": 1.022285944223404, "decode.d4.loss_cls": 0.47642205357551576, "decode.d4.loss_mask": 0.6764474838972092, "decode.d4.loss_dice": 1.0253144204616547, "decode.d5.loss_cls": 0.5041023895144463, "decode.d5.loss_mask": 0.6563268035650254, "decode.d5.loss_dice": 1.0256320714950562, "decode.d6.loss_cls": 0.48532728031277655, "decode.d6.loss_mask": 0.6731600373983383, "decode.d6.loss_dice": 1.0324503660202027, "decode.d7.loss_cls": 0.4600542485713959, "decode.d7.loss_mask": 0.6645707130432129, "decode.d7.loss_dice": 1.0136874437332153, "decode.d8.loss_cls": 0.4309839613735676, "decode.d8.loss_mask": 0.6744299054145813, "decode.d8.loss_dice": 1.03092360496521, "time": 0.5354926586151123, "memory": 7230, "step": 159900}
{"lr": 7.0043439234821205e-09, "data_time": 0.009573936462402344, "grad_norm": 90.57557029724121, "loss": 18.58444833755493, "decode.loss_cls": 0.3701618630439043, "decode.loss_mask": 0.5785735756158829, "decode.loss_dice": 0.659860423207283, "decode.d0.loss_cls": 1.908746212720871, "decode.d0.loss_mask": 0.6395467400550843, "decode.d0.loss_dice": 0.8185405105352401, "decode.d1.loss_cls": 0.6106204207986593, "decode.d1.loss_mask": 0.5876014530658722, "decode.d1.loss_dice": 0.6979140400886535, "decode.d2.loss_cls": 0.5044739723205567, "decode.d2.loss_mask": 0.5859684944152832, "decode.d2.loss_dice": 0.6839742839336396, "decode.d3.loss_cls": 0.44294813089072704, "decode.d3.loss_mask": 0.5804745614528656, "decode.d3.loss_dice": 0.6528569966554642, "decode.d4.loss_cls": 0.4312001269310713, "decode.d4.loss_mask": 0.5822121769189834, "decode.d4.loss_dice": 0.6896568745374679, "decode.d5.loss_cls": 0.41140251941978934, "decode.d5.loss_mask": 0.5806497246026993, "decode.d5.loss_dice": 0.6744888603687287, "decode.d6.loss_cls": 0.40860766395926473, "decode.d6.loss_mask": 0.5800243765115738, "decode.d6.loss_dice": 0.6624506950378418, "decode.d7.loss_cls": 0.37635959051549434, "decode.d7.loss_mask": 0.5790097266435623, "decode.d7.loss_dice": 0.6678789734840394, "decode.d8.loss_cls": 0.3614125046879053, "decode.d8.loss_mask": 0.5860916018486023, "decode.d8.loss_dice": 0.6707407653331756, "time": 0.5348267555236816, "memory": 7186, "step": 159950}
{"lr": 0.0, "data_time": 0.009341764450073241, "grad_norm": 90.95305480957032, "loss": 17.359981966018676, "decode.loss_cls": 0.2655555196106434, "decode.loss_mask": 0.45258048474788665, "decode.loss_dice": 0.7715174376964569, "decode.d0.loss_cls": 1.8697910547256469, "decode.d0.loss_mask": 0.5557008773088455, "decode.d0.loss_dice": 0.9860354691743851, "decode.d1.loss_cls": 0.34908165261149404, "decode.d1.loss_mask": 0.4927734166383743, "decode.d1.loss_dice": 0.8309807762503624, "decode.d2.loss_cls": 0.35621238350868223, "decode.d2.loss_mask": 0.4986133277416229, "decode.d2.loss_dice": 0.8148558795452118, "decode.d3.loss_cls": 0.27403288781642915, "decode.d3.loss_mask": 0.49349199831485746, "decode.d3.loss_dice": 0.7943363651633263, "decode.d4.loss_cls": 0.29161169454455377, "decode.d4.loss_mask": 0.46251303851604464, "decode.d4.loss_dice": 0.7847411289811135, "decode.d5.loss_cls": 0.21804825738072395, "decode.d5.loss_mask": 0.49701144695281985, "decode.d5.loss_dice": 0.790058821439743, "decode.d6.loss_cls": 0.25833568871021273, "decode.d6.loss_mask": 0.46213648915290834, "decode.d6.loss_dice": 0.7787604808807373, "decode.d7.loss_cls": 0.2847005300223827, "decode.d7.loss_mask": 0.45701549053192136, "decode.d7.loss_dice": 0.7678314477205277, "decode.d8.loss_cls": 0.22420695498585702, "decode.d8.loss_mask": 0.485557422041893, "decode.d8.loss_dice": 0.7918939352035522, "time": 0.5331327438354492, "memory": 7370, "step": 160000}
{"aAcc": 84.18, "mIoU": 52.92, "mAcc": 66.13, "data_time": 0.0018788086940567806, "time": 0.18392965708120887, "step": 160000}