{'_meta': {'type': 'graph'}, 'spectral_gap': 0.014087342096225308}
{'_meta': {'type': 'train'}, 'E': 1, 'B': 0, 'Length': 640, 'Loss': 2.306571531295776, 'top1': 9.21875}
{'_meta': {'type': 'train'}, 'E': 1, 'B': 10, 'Length': 640, 'Loss': 1.4200330018997191, 'top1': 51.71875}
{'_meta': {'type': 'train'}, 'E': 1, 'B': 20, 'Length': 640, 'Loss': 0.8637635439634324, 'top1': 72.65625}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 1, 'Length': 9984, 'Loss': 1.3700010547271142, 'top1': 77.54407051282051}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 1, 'Length': 9984, 'Loss': 3.1625431225850034, 'top1': 48.40745192307692}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 1, 'Length': 9984, 'Loss': 2.9569345712661743, 'top1': 42.39783653846154}
{'_meta': {'type': 'train'}, 'E': 2, 'B': 0, 'Length': 640, 'Loss': 0.5354091100394726, 'top1': 82.96875}
{'_meta': {'type': 'train'}, 'E': 2, 'B': 10, 'Length': 640, 'Loss': 0.37789374999701975, 'top1': 87.65625}
{'_meta': {'type': 'train'}, 'E': 2, 'B': 20, 'Length': 640, 'Loss': 0.35843271389603615, 'top1': 88.90625}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 2, 'Length': 9984, 'Loss': 1.0323306383230748, 'top1': 81.51041666666667}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 2, 'Length': 9984, 'Loss': 3.843197608605409, 'top1': 49.51923076923077}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 2, 'Length': 9984, 'Loss': 3.6464920960939846, 'top1': 44.35096153846154}
{'_meta': {'type': 'train'}, 'E': 3, 'B': 0, 'Length': 640, 'Loss': 0.28592561148107054, 'top1': 91.40625}
{'_meta': {'type': 'train'}, 'E': 3, 'B': 10, 'Length': 640, 'Loss': 0.23493370097130536, 'top1': 93.125}
{'_meta': {'type': 'train'}, 'E': 3, 'B': 20, 'Length': 640, 'Loss': 0.2692912980914116, 'top1': 92.34375}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 3, 'Length': 9984, 'Loss': 0.9156657908207331, 'top1': 82.83253205128206}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 3, 'Length': 9984, 'Loss': 4.197357825743846, 'top1': 49.63942307692308}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 3, 'Length': 9984, 'Loss': 4.044720603869512, 'top1': 44.86177884615385}
{'_meta': {'type': 'train'}, 'E': 4, 'B': 0, 'Length': 640, 'Loss': 0.25112538430839776, 'top1': 92.34375}
{'_meta': {'type': 'train'}, 'E': 4, 'B': 10, 'Length': 640, 'Loss': 0.17870653634890915, 'top1': 94.53125}
{'_meta': {'type': 'train'}, 'E': 4, 'B': 20, 'Length': 640, 'Loss': 0.22679224312305452, 'top1': 93.4375}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 4, 'Length': 9984, 'Loss': 0.8203696291416119, 'top1': 83.17307692307692}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 4, 'Length': 9984, 'Loss': 4.58091892951574, 'top1': 49.79967948717949}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 4, 'Length': 9984, 'Loss': 4.598466396331787, 'top1': 45.25240384615385}
{'_meta': {'type': 'train'}, 'E': 5, 'B': 0, 'Length': 640, 'Loss': 0.20091278860345482, 'top1': 93.90625}
{'_meta': {'type': 'train'}, 'E': 5, 'B': 10, 'Length': 640, 'Loss': 0.17149714864790438, 'top1': 95.0}
{'_meta': {'type': 'train'}, 'E': 5, 'B': 20, 'Length': 640, 'Loss': 0.2318703230470419, 'top1': 92.96875}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 5, 'Length': 9984, 'Loss': 0.802455777159104, 'top1': 83.41346153846153}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 5, 'Length': 9984, 'Loss': 4.523764463571402, 'top1': 49.92988782051282}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 5, 'Length': 9984, 'Loss': 4.333235609225738, 'top1': 45.45272435897436}
{'_meta': {'type': 'train'}, 'E': 6, 'B': 0, 'Length': 640, 'Loss': 0.20117718055844308, 'top1': 93.59375}
{'_meta': {'type': 'train'}, 'E': 6, 'B': 10, 'Length': 640, 'Loss': 0.14572118697687983, 'top1': 95.78125}
{'_meta': {'type': 'train'}, 'E': 6, 'B': 20, 'Length': 640, 'Loss': 0.18737296536564826, 'top1': 93.90625}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 6, 'Length': 9984, 'Loss': 0.7783414389078434, 'top1': 83.79407051282051}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 6, 'Length': 9984, 'Loss': 4.5589336309677515, 'top1': 50.07011217948718}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 6, 'Length': 9984, 'Loss': 4.334316690762837, 'top1': 45.75320512820513}
{'_meta': {'type': 'train'}, 'E': 7, 'B': 0, 'Length': 640, 'Loss': 0.17334555890411138, 'top1': 94.6875}
{'_meta': {'type': 'train'}, 'E': 7, 'B': 10, 'Length': 640, 'Loss': 0.14360888074152173, 'top1': 95.3125}
{'_meta': {'type': 'train'}, 'E': 7, 'B': 20, 'Length': 640, 'Loss': 0.17717878064140677, 'top1': 94.0625}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 7, 'Length': 9984, 'Loss': 0.7344974940403913, 'top1': 84.55528846153847}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 7, 'Length': 9984, 'Loss': 4.744967928299537, 'top1': 50.130208333333336}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 7, 'Length': 9984, 'Loss': 4.587423783082229, 'top1': 45.963541666666664}
{'_meta': {'type': 'train'}, 'E': 8, 'B': 0, 'Length': 640, 'Loss': 0.14847179385833442, 'top1': 95.625}
{'_meta': {'type': 'train'}, 'E': 8, 'B': 10, 'Length': 640, 'Loss': 0.11958396257832646, 'top1': 96.40625}
{'_meta': {'type': 'train'}, 'E': 8, 'B': 20, 'Length': 640, 'Loss': 0.14472230346873402, 'top1': 95.46875}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 8, 'Length': 9984, 'Loss': 0.7283230706667289, 'top1': 84.8457532051282}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 8, 'Length': 9984, 'Loss': 4.684768279393514, 'top1': 50.19030448717949}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 8, 'Length': 9984, 'Loss': 4.491984135065323, 'top1': 46.10376602564103}
{'_meta': {'type': 'train'}, 'E': 9, 'B': 0, 'Length': 640, 'Loss': 0.1623166783247143, 'top1': 94.6875}
{'_meta': {'type': 'train'}, 'E': 9, 'B': 10, 'Length': 640, 'Loss': 0.11552003156393767, 'top1': 96.40625}
{'_meta': {'type': 'train'}, 'E': 9, 'B': 20, 'Length': 640, 'Loss': 0.1375822893343866, 'top1': 96.25}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 9, 'Length': 9984, 'Loss': 0.7019400951954035, 'top1': 85.9375}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 9, 'Length': 9984, 'Loss': 4.727539303975227, 'top1': 50.22035256410256}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 9, 'Length': 9984, 'Loss': 4.517278240277217, 'top1': 46.25400641025641}
{'_meta': {'type': 'train'}, 'E': 10, 'B': 0, 'Length': 640, 'Loss': 0.13115185163915158, 'top1': 96.09375}
{'_meta': {'type': 'train'}, 'E': 10, 'B': 10, 'Length': 640, 'Loss': 0.10235958476550877, 'top1': 97.34375}
{'_meta': {'type': 'train'}, 'E': 10, 'B': 20, 'Length': 640, 'Loss': 0.1249801910482347, 'top1': 95.78125}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 10, 'Length': 9984, 'Loss': 0.6768447279165952, 'top1': 85.87740384615384}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 10, 'Length': 9984, 'Loss': 4.8715610290185, 'top1': 50.34054487179487}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 10, 'Length': 9984, 'Loss': 4.681575377782186, 'top1': 46.384214743589745}
{'_meta': {'type': 'train'}, 'E': 11, 'B': 0, 'Length': 640, 'Loss': 0.12531059412285686, 'top1': 96.71875}
{'_meta': {'type': 'train'}, 'E': 11, 'B': 10, 'Length': 640, 'Loss': 0.09174109660089017, 'top1': 97.03125}
{'_meta': {'type': 'train'}, 'E': 11, 'B': 20, 'Length': 640, 'Loss': 0.12457664981484413, 'top1': 96.40625}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 11, 'Length': 9984, 'Loss': 0.6790462338771576, 'top1': 86.06770833333333}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 11, 'Length': 9984, 'Loss': 4.771221549083025, 'top1': 50.34054487179487}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 11, 'Length': 9984, 'Loss': 4.544000906822009, 'top1': 46.33413461538461}
{'_meta': {'type': 'train'}, 'E': 12, 'B': 0, 'Length': 640, 'Loss': 0.1104410469532013, 'top1': 96.71875}
{'_meta': {'type': 'train'}, 'E': 12, 'B': 10, 'Length': 640, 'Loss': 0.08617083728313446, 'top1': 97.34375}
{'_meta': {'type': 'train'}, 'E': 12, 'B': 20, 'Length': 640, 'Loss': 0.10547799542546273, 'top1': 96.875}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 12, 'Length': 9984, 'Loss': 0.6618902140702957, 'top1': 86.5985576923077}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 12, 'Length': 9984, 'Loss': 4.810905899756994, 'top1': 50.37059294871795}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 12, 'Length': 9984, 'Loss': 4.530609953097808, 'top1': 46.53445512820513}
{'_meta': {'type': 'train'}, 'E': 13, 'B': 0, 'Length': 640, 'Loss': 0.1284586122725159, 'top1': 96.09375}
{'_meta': {'type': 'train'}, 'E': 13, 'B': 10, 'Length': 640, 'Loss': 0.08066329681314528, 'top1': 97.5}
{'_meta': {'type': 'train'}, 'E': 13, 'B': 20, 'Length': 640, 'Loss': 0.10106021189130843, 'top1': 96.875}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 13, 'Length': 9984, 'Loss': 0.6389126525475428, 'top1': 86.81891025641026}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 13, 'Length': 9984, 'Loss': 4.9120016892751055, 'top1': 50.36057692307692}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 13, 'Length': 9984, 'Loss': 4.713793161587837, 'top1': 46.5244391025641}
{'_meta': {'type': 'train'}, 'E': 14, 'B': 0, 'Length': 640, 'Loss': 0.09430593210272491, 'top1': 97.8125}
{'_meta': {'type': 'train'}, 'E': 14, 'B': 10, 'Length': 640, 'Loss': 0.08011807904113084, 'top1': 97.8125}
{'_meta': {'type': 'train'}, 'E': 14, 'B': 20, 'Length': 640, 'Loss': 0.08240815442986786, 'top1': 97.5}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 14, 'Length': 9984, 'Loss': 0.6440996202902917, 'top1': 86.74879807692308}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 14, 'Length': 9984, 'Loss': 4.866712814722305, 'top1': 50.470753205128204}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 14, 'Length': 9984, 'Loss': 4.627691809947674, 'top1': 46.57451923076923}
{'_meta': {'type': 'train'}, 'E': 15, 'B': 0, 'Length': 640, 'Loss': 0.09260447421111166, 'top1': 97.65625}
{'_meta': {'type': 'train'}, 'E': 15, 'B': 10, 'Length': 640, 'Loss': 0.06598749479744584, 'top1': 97.8125}
{'_meta': {'type': 'train'}, 'E': 15, 'B': 20, 'Length': 640, 'Loss': 0.0921704695560038, 'top1': 97.1875}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 15, 'Length': 9984, 'Loss': 0.6336626548033494, 'top1': 87.01923076923077}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 15, 'Length': 9984, 'Loss': 4.899863478464958, 'top1': 50.470753205128204}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 15, 'Length': 9984, 'Loss': 4.66044125190148, 'top1': 46.72475961538461}
{'_meta': {'type': 'train'}, 'E': 16, 'B': 0, 'Length': 640, 'Loss': 0.08286105846054852, 'top1': 97.34375}
{'_meta': {'type': 'train'}, 'E': 16, 'B': 10, 'Length': 640, 'Loss': 0.06661668352317066, 'top1': 98.125}
{'_meta': {'type': 'train'}, 'E': 16, 'B': 20, 'Length': 640, 'Loss': 0.07428902806714177, 'top1': 97.65625}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 16, 'Length': 9984, 'Loss': 0.6099992004724649, 'top1': 87.109375}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 16, 'Length': 9984, 'Loss': 5.028679172197978, 'top1': 50.45072115384615}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 16, 'Length': 9984, 'Loss': 4.848663189472297, 'top1': 46.794871794871796}
{'_meta': {'type': 'train'}, 'E': 17, 'B': 0, 'Length': 640, 'Loss': 0.0844401700887829, 'top1': 97.65625}
{'_meta': {'type': 'train'}, 'E': 17, 'B': 10, 'Length': 640, 'Loss': 0.05691153493244201, 'top1': 98.125}
{'_meta': {'type': 'train'}, 'E': 17, 'B': 20, 'Length': 640, 'Loss': 0.0747087593190372, 'top1': 97.1875}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 17, 'Length': 9984, 'Loss': 0.6087679385374754, 'top1': 87.56009615384616}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 17, 'Length': 9984, 'Loss': 4.912838660753691, 'top1': 50.44070512820513}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 17, 'Length': 9984, 'Loss': 4.750317677473411, 'top1': 46.794871794871796}
{'_meta': {'type': 'train'}, 'E': 18, 'B': 0, 'Length': 640, 'Loss': 0.07821531305089593, 'top1': 97.8125}
{'_meta': {'type': 'train'}, 'E': 18, 'B': 10, 'Length': 640, 'Loss': 0.05239219586364925, 'top1': 98.28125}
{'_meta': {'type': 'train'}, 'E': 18, 'B': 20, 'Length': 640, 'Loss': 0.06613502441905439, 'top1': 98.28125}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 18, 'Length': 9984, 'Loss': 0.6110504021247228, 'top1': 86.97916666666667}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 18, 'Length': 9984, 'Loss': 4.969188574032906, 'top1': 50.53084935897436}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 18, 'Length': 9984, 'Loss': 4.811569580665002, 'top1': 46.90504807692308}
{'_meta': {'type': 'train'}, 'E': 19, 'B': 0, 'Length': 640, 'Loss': 0.07446354571729899, 'top1': 97.96875}
{'_meta': {'type': 'train'}, 'E': 19, 'B': 10, 'Length': 640, 'Loss': 0.04728044546209276, 'top1': 98.59375}
{'_meta': {'type': 'train'}, 'E': 19, 'B': 20, 'Length': 640, 'Loss': 0.06051061316393316, 'top1': 98.28125}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 19, 'Length': 9984, 'Loss': 0.5874782701333364, 'top1': 87.4198717948718}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 19, 'Length': 9984, 'Loss': 5.086390232428526, 'top1': 50.51081730769231}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 19, 'Length': 9984, 'Loss': 4.93907050597362, 'top1': 46.92508012820513}
{'_meta': {'type': 'train'}, 'E': 20, 'B': 0, 'Length': 640, 'Loss': 0.07054071591701358, 'top1': 97.65625}
{'_meta': {'type': 'train'}, 'E': 20, 'B': 10, 'Length': 640, 'Loss': 0.056829768675379456, 'top1': 97.8125}
{'_meta': {'type': 'train'}, 'E': 20, 'B': 20, 'Length': 640, 'Loss': 0.06017804061993957, 'top1': 97.65625}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 20, 'Length': 9984, 'Loss': 0.5845350351853248, 'top1': 87.9306891025641}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 20, 'Length': 9984, 'Loss': 5.043986097360269, 'top1': 50.54086538461539}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 20, 'Length': 9984, 'Loss': 4.873810456349299, 'top1': 46.9150641025641}
{'_meta': {'type': 'train'}, 'E': 21, 'B': 0, 'Length': 640, 'Loss': 0.07981213727034628, 'top1': 97.8125}
{'_meta': {'type': 'train'}, 'E': 21, 'B': 10, 'Length': 640, 'Loss': 0.05122755420161411, 'top1': 98.28125}
{'_meta': {'type': 'train'}, 'E': 21, 'B': 20, 'Length': 640, 'Loss': 0.06147246635518968, 'top1': 97.65625}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 21, 'Length': 9984, 'Loss': 0.5884097065681066, 'top1': 86.97916666666667}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 21, 'Length': 9984, 'Loss': 4.993302250519777, 'top1': 50.57091346153846}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 21, 'Length': 9984, 'Loss': 4.946008327679756, 'top1': 46.86498397435897}
{'_meta': {'type': 'train'}, 'E': 22, 'B': 0, 'Length': 640, 'Loss': 0.07078779542353004, 'top1': 98.125}
{'_meta': {'type': 'train'}, 'E': 22, 'B': 10, 'Length': 640, 'Loss': 0.04192960929358378, 'top1': 98.4375}
{'_meta': {'type': 'train'}, 'E': 22, 'B': 20, 'Length': 640, 'Loss': 0.04436383524443954, 'top1': 98.90625}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 22, 'Length': 9984, 'Loss': 0.5628673946246122, 'top1': 87.8505608974359}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 22, 'Length': 9984, 'Loss': 5.152315812233167, 'top1': 50.55088141025641}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 22, 'Length': 9984, 'Loss': 5.052132459787222, 'top1': 47.01522435897436}
{'_meta': {'type': 'train'}, 'E': 23, 'B': 0, 'Length': 640, 'Loss': 0.06207503762561828, 'top1': 98.59375}
{'_meta': {'type': 'train'}, 'E': 23, 'B': 10, 'Length': 640, 'Loss': 0.04741255909902975, 'top1': 98.59375}
{'_meta': {'type': 'train'}, 'E': 23, 'B': 20, 'Length': 640, 'Loss': 0.056317089265212415, 'top1': 97.8125}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 23, 'Length': 9984, 'Loss': 0.5631844970660332, 'top1': 87.96073717948718}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 23, 'Length': 9984, 'Loss': 5.113751643743271, 'top1': 50.57091346153846}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 23, 'Length': 9984, 'Loss': 5.0707035553761015, 'top1': 47.03525641025641}
{'_meta': {'type': 'train'}, 'E': 24, 'B': 0, 'Length': 640, 'Loss': 0.05930741464253515, 'top1': 98.75}
{'_meta': {'type': 'train'}, 'E': 24, 'B': 10, 'Length': 640, 'Loss': 0.03219542251899839, 'top1': 99.0625}
{'_meta': {'type': 'train'}, 'E': 24, 'B': 20, 'Length': 640, 'Loss': 0.05563414455391467, 'top1': 98.59375}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 24, 'Length': 9984, 'Loss': 0.5673546267625613, 'top1': 87.00921474358974}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 24, 'Length': 9984, 'Loss': 5.079305997261634, 'top1': 50.60096153846154}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 24, 'Length': 9984, 'Loss': 5.0363159485352345, 'top1': 47.06530448717949}
{'_meta': {'type': 'train'}, 'E': 25, 'B': 0, 'Length': 640, 'Loss': 0.06312691164202988, 'top1': 98.75}
{'_meta': {'type': 'train'}, 'E': 25, 'B': 10, 'Length': 640, 'Loss': 0.03030300170648843, 'top1': 99.0625}
{'_meta': {'type': 'train'}, 'E': 25, 'B': 20, 'Length': 640, 'Loss': 0.03947479294147342, 'top1': 98.75}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 25, 'Length': 9984, 'Loss': 0.5482869933430965, 'top1': 87.87059294871794}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 25, 'Length': 9984, 'Loss': 5.240778177212446, 'top1': 50.59094551282051}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 25, 'Length': 9984, 'Loss': 5.206971804300944, 'top1': 47.05528846153846}
{'_meta': {'type': 'train'}, 'E': 26, 'B': 0, 'Length': 640, 'Loss': 0.04464294442441315, 'top1': 99.21875}
{'_meta': {'type': 'train'}, 'E': 26, 'B': 10, 'Length': 640, 'Loss': 0.03979329934809357, 'top1': 98.59375}
{'_meta': {'type': 'train'}, 'E': 26, 'B': 20, 'Length': 640, 'Loss': 0.03591952086426318, 'top1': 99.0625}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 26, 'Length': 9984, 'Loss': 0.5487361945785009, 'top1': 87.82051282051282}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 26, 'Length': 9984, 'Loss': 5.245598303966033, 'top1': 50.60096153846154}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 26, 'Length': 9984, 'Loss': 5.186003342652932, 'top1': 47.17548076923077}
{'_meta': {'type': 'train'}, 'E': 27, 'B': 0, 'Length': 640, 'Loss': 0.04522581581259146, 'top1': 99.21875}
{'_meta': {'type': 'train'}, 'E': 27, 'B': 10, 'Length': 640, 'Loss': 0.030644569091964512, 'top1': 98.90625}
{'_meta': {'type': 'train'}, 'E': 27, 'B': 20, 'Length': 640, 'Loss': 0.04181906688027084, 'top1': 98.75}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 27, 'Length': 9984, 'Loss': 0.5504549032984636, 'top1': 87.36979166666667}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 27, 'Length': 9984, 'Loss': 5.228996307421953, 'top1': 50.64102564102564}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 27, 'Length': 9984, 'Loss': 5.153280392671243, 'top1': 47.12540064102564}
{'_meta': {'type': 'train'}, 'E': 28, 'B': 0, 'Length': 640, 'Loss': 0.04321990279713646, 'top1': 99.0625}
{'_meta': {'type': 'train'}, 'E': 28, 'B': 10, 'Length': 640, 'Loss': 0.025391472631599753, 'top1': 99.53125}
{'_meta': {'type': 'train'}, 'E': 28, 'B': 20, 'Length': 640, 'Loss': 0.0317597619490698, 'top1': 98.90625}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 28, 'Length': 9984, 'Loss': 0.5313181393803694, 'top1': 87.9306891025641}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 28, 'Length': 9984, 'Loss': 5.323008580085559, 'top1': 50.62099358974359}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 28, 'Length': 9984, 'Loss': 5.345876223001724, 'top1': 47.155448717948715}
{'_meta': {'type': 'train'}, 'E': 29, 'B': 0, 'Length': 640, 'Loss': 0.0435341804753989, 'top1': 99.0625}
{'_meta': {'type': 'train'}, 'E': 29, 'B': 10, 'Length': 640, 'Loss': 0.03773022837704047, 'top1': 98.59375}
{'_meta': {'type': 'train'}, 'E': 29, 'B': 20, 'Length': 640, 'Loss': 0.05796157541917637, 'top1': 97.5}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 29, 'Length': 9984, 'Loss': 0.5356088148859831, 'top1': 87.84054487179488}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 29, 'Length': 9984, 'Loss': 5.341024178725022, 'top1': 50.62099358974359}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 29, 'Length': 9984, 'Loss': 5.326586888386653, 'top1': 47.17548076923077}
{'_meta': {'type': 'train'}, 'E': 30, 'B': 0, 'Length': 640, 'Loss': 0.05113605806836859, 'top1': 98.59375}
{'_meta': {'type': 'train'}, 'E': 30, 'B': 10, 'Length': 640, 'Loss': 0.02188466554507613, 'top1': 99.375}
{'_meta': {'type': 'train'}, 'E': 30, 'B': 20, 'Length': 640, 'Loss': 0.03588452134281397, 'top1': 98.4375}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 30, 'Length': 9984, 'Loss': 0.5393593502350342, 'top1': 87.4198717948718}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 30, 'Length': 9984, 'Loss': 5.3326416321289845, 'top1': 50.651041666666664}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 30, 'Length': 9984, 'Loss': 5.287408376351381, 'top1': 47.2255608974359}
