{'_meta': {'type': 'graph'}, 'spectral_gap': 0.042633983040510914}
{'_meta': {'type': 'train'}, 'E': 1, 'B': 0, 'Length': 320, 'Loss': 2.3109124183654783, 'top1': 9.6875}
{'_meta': {'type': 'train'}, 'E': 1, 'B': 10, 'Length': 320, 'Loss': 1.0398435533046722, 'top1': 65.0}
{'_meta': {'type': 'train'}, 'E': 1, 'B': 20, 'Length': 320, 'Loss': 0.2640965100377798, 'top1': 91.25}
{'_meta': {'type': 'train'}, 'E': 1, 'B': 30, 'Length': 320, 'Loss': 0.45631901174783707, 'top1': 86.875}
{'_meta': {'type': 'train'}, 'E': 1, 'B': 40, 'Length': 320, 'Loss': 0.27150932028889657, 'top1': 90.625}
{'_meta': {'type': 'train'}, 'E': 1, 'B': 50, 'Length': 320, 'Loss': 0.16398314610123635, 'top1': 94.375}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 1, 'Length': 9984, 'Loss': 0.6044406222227292, 'top1': 85.5869391025641}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 1, 'Length': 9984, 'Loss': 3.14958009047386, 'top1': 49.869791666666664}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 1, 'Length': 9984, 'Loss': 2.795529808753576, 'top1': 45.392628205128204}
{'_meta': {'type': 'train'}, 'E': 2, 'B': 0, 'Length': 320, 'Loss': 0.1916702814400196, 'top1': 94.375}
{'_meta': {'type': 'train'}, 'E': 2, 'B': 10, 'Length': 320, 'Loss': 0.17646741084754466, 'top1': 94.375}
{'_meta': {'type': 'train'}, 'E': 2, 'B': 20, 'Length': 320, 'Loss': 0.1330122895538807, 'top1': 95.0}
{'_meta': {'type': 'train'}, 'E': 2, 'B': 30, 'Length': 320, 'Loss': 0.17681499402970074, 'top1': 94.375}
{'_meta': {'type': 'train'}, 'E': 2, 'B': 40, 'Length': 320, 'Loss': 0.15324855856597425, 'top1': 94.375}
{'_meta': {'type': 'train'}, 'E': 2, 'B': 50, 'Length': 320, 'Loss': 0.09584263153374195, 'top1': 97.5}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 2, 'Length': 9984, 'Loss': 0.4524277113378048, 'top1': 87.91065705128206}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 2, 'Length': 9984, 'Loss': 2.8799432852329354, 'top1': 50.22035256410256}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 2, 'Length': 9984, 'Loss': 2.5022192429273558, 'top1': 46.203926282051285}
{'_meta': {'type': 'train'}, 'E': 3, 'B': 0, 'Length': 320, 'Loss': 0.12518448401242493, 'top1': 95.9375}
{'_meta': {'type': 'train'}, 'E': 3, 'B': 10, 'Length': 320, 'Loss': 0.11259521823376417, 'top1': 95.9375}
{'_meta': {'type': 'train'}, 'E': 3, 'B': 20, 'Length': 320, 'Loss': 0.10208655055612326, 'top1': 96.5625}
{'_meta': {'type': 'train'}, 'E': 3, 'B': 30, 'Length': 320, 'Loss': 0.13556489190086723, 'top1': 96.25}
{'_meta': {'type': 'train'}, 'E': 3, 'B': 40, 'Length': 320, 'Loss': 0.10296541303396226, 'top1': 96.875}
{'_meta': {'type': 'train'}, 'E': 3, 'B': 50, 'Length': 320, 'Loss': 0.07780179884284735, 'top1': 98.125}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 3, 'Length': 9984, 'Loss': 0.36743029130574983, 'top1': 89.3329326923077}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 3, 'Length': 9984, 'Loss': 2.612061856648861, 'top1': 52.033253205128204}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 3, 'Length': 9984, 'Loss': 2.302812967544947, 'top1': 47.32572115384615}
{'_meta': {'type': 'train'}, 'E': 4, 'B': 0, 'Length': 320, 'Loss': 0.07586884461343288, 'top1': 97.8125}
{'_meta': {'type': 'train'}, 'E': 4, 'B': 10, 'Length': 320, 'Loss': 0.07909025093540549, 'top1': 97.1875}
{'_meta': {'type': 'train'}, 'E': 4, 'B': 20, 'Length': 320, 'Loss': 0.06724360845983028, 'top1': 98.75}
{'_meta': {'type': 'train'}, 'E': 4, 'B': 30, 'Length': 320, 'Loss': 0.08610935909673571, 'top1': 97.8125}
{'_meta': {'type': 'train'}, 'E': 4, 'B': 40, 'Length': 320, 'Loss': 0.07843160461634398, 'top1': 97.8125}
{'_meta': {'type': 'train'}, 'E': 4, 'B': 50, 'Length': 320, 'Loss': 0.06580049451440573, 'top1': 98.125}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 4, 'Length': 9984, 'Loss': 0.31607985267272365, 'top1': 90.14423076923077}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 4, 'Length': 9984, 'Loss': 2.3844788716389584, 'top1': 54.27684294871795}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 4, 'Length': 9984, 'Loss': 2.255088529525659, 'top1': 48.75801282051282}
{'_meta': {'type': 'train'}, 'E': 5, 'B': 0, 'Length': 320, 'Loss': 0.0403233821503818, 'top1': 99.6875}
{'_meta': {'type': 'train'}, 'E': 5, 'B': 10, 'Length': 320, 'Loss': 0.059971781866624954, 'top1': 98.125}
{'_meta': {'type': 'train'}, 'E': 5, 'B': 20, 'Length': 320, 'Loss': 0.05854860367253423, 'top1': 99.0625}
{'_meta': {'type': 'train'}, 'E': 5, 'B': 30, 'Length': 320, 'Loss': 0.06446080636233091, 'top1': 97.8125}
{'_meta': {'type': 'train'}, 'E': 5, 'B': 40, 'Length': 320, 'Loss': 0.05277487607672811, 'top1': 98.125}
{'_meta': {'type': 'train'}, 'E': 5, 'B': 50, 'Length': 320, 'Loss': 0.049239838030189276, 'top1': 98.75}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 5, 'Length': 9984, 'Loss': 0.2845919435987106, 'top1': 91.10576923076923}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 5, 'Length': 9984, 'Loss': 2.27410796055427, 'top1': 55.71915064102564}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 5, 'Length': 9984, 'Loss': 2.1856297758909373, 'top1': 50.66105769230769}
{'_meta': {'type': 'train'}, 'E': 6, 'B': 0, 'Length': 320, 'Loss': 0.03402287056669593, 'top1': 99.6875}
{'_meta': {'type': 'train'}, 'E': 6, 'B': 10, 'Length': 320, 'Loss': 0.04494781093671918, 'top1': 98.4375}
{'_meta': {'type': 'train'}, 'E': 6, 'B': 20, 'Length': 320, 'Loss': 0.02969480250030756, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 6, 'B': 30, 'Length': 320, 'Loss': 0.05239510294049978, 'top1': 98.75}
{'_meta': {'type': 'train'}, 'E': 6, 'B': 40, 'Length': 320, 'Loss': 0.06287518520839512, 'top1': 97.8125}
{'_meta': {'type': 'train'}, 'E': 6, 'B': 50, 'Length': 320, 'Loss': 0.03948202719911933, 'top1': 98.75}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 6, 'Length': 9984, 'Loss': 0.28184341058994716, 'top1': 91.11578525641026}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 6, 'Length': 9984, 'Loss': 2.1304750687036758, 'top1': 57.87259615384615}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 6, 'Length': 9984, 'Loss': 2.369022630728208, 'top1': 49.709535256410255}
{'_meta': {'type': 'train'}, 'E': 7, 'B': 0, 'Length': 320, 'Loss': 0.027028711372986437, 'top1': 99.375}
{'_meta': {'type': 'train'}, 'E': 7, 'B': 10, 'Length': 320, 'Loss': 0.03992594522424042, 'top1': 99.375}
{'_meta': {'type': 'train'}, 'E': 7, 'B': 20, 'Length': 320, 'Loss': 0.016928064078092574, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 7, 'B': 30, 'Length': 320, 'Loss': 0.03861987693235278, 'top1': 98.4375}
{'_meta': {'type': 'train'}, 'E': 7, 'B': 40, 'Length': 320, 'Loss': 0.04202311825938523, 'top1': 98.4375}
{'_meta': {'type': 'train'}, 'E': 7, 'B': 50, 'Length': 320, 'Loss': 0.016939414711669088, 'top1': 99.6875}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 7, 'Length': 9984, 'Loss': 0.2588707313228112, 'top1': 91.70673076923077}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 7, 'Length': 9984, 'Loss': 1.8645721673965454, 'top1': 59.8056891025641}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 7, 'Length': 9984, 'Loss': 2.1794362511390295, 'top1': 54.44711538461539}
{'_meta': {'type': 'train'}, 'E': 8, 'B': 0, 'Length': 320, 'Loss': 0.023316799430176616, 'top1': 99.0625}
{'_meta': {'type': 'train'}, 'E': 8, 'B': 10, 'Length': 320, 'Loss': 0.03206616220995784, 'top1': 98.75}
{'_meta': {'type': 'train'}, 'E': 8, 'B': 20, 'Length': 320, 'Loss': 0.020050425827503205, 'top1': 99.6875}
{'_meta': {'type': 'train'}, 'E': 8, 'B': 30, 'Length': 320, 'Loss': 0.03413469346705824, 'top1': 99.375}
{'_meta': {'type': 'train'}, 'E': 8, 'B': 40, 'Length': 320, 'Loss': 0.029988305014558136, 'top1': 99.0625}
{'_meta': {'type': 'train'}, 'E': 8, 'B': 50, 'Length': 320, 'Loss': 0.015459345141425728, 'top1': 99.6875}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 8, 'Length': 9984, 'Loss': 0.24910488528892016, 'top1': 92.11738782051282}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 8, 'Length': 9984, 'Loss': 1.8991185762943366, 'top1': 60.30649038461539}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 8, 'Length': 9984, 'Loss': 2.305873244236677, 'top1': 54.20673076923077}
{'_meta': {'type': 'train'}, 'E': 9, 'B': 0, 'Length': 320, 'Loss': 0.01969345819670707, 'top1': 99.0625}
{'_meta': {'type': 'train'}, 'E': 9, 'B': 10, 'Length': 320, 'Loss': 0.03361835770774633, 'top1': 99.375}
{'_meta': {'type': 'train'}, 'E': 9, 'B': 20, 'Length': 320, 'Loss': 0.02565215523354709, 'top1': 99.6875}
{'_meta': {'type': 'train'}, 'E': 9, 'B': 30, 'Length': 320, 'Loss': 0.03070848756469786, 'top1': 99.375}
{'_meta': {'type': 'train'}, 'E': 9, 'B': 40, 'Length': 320, 'Loss': 0.016336845746263862, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 9, 'B': 50, 'Length': 320, 'Loss': 0.015171472961083055, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 9, 'Length': 9984, 'Loss': 0.23398416877413789, 'top1': 92.63822115384616}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 9, 'Length': 9984, 'Loss': 1.788442992247068, 'top1': 61.35817307692308}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 9, 'Length': 9984, 'Loss': 2.045876220250741, 'top1': 54.26682692307692}
{'_meta': {'type': 'train'}, 'E': 10, 'B': 0, 'Length': 320, 'Loss': 0.0305639908881858, 'top1': 98.4375}
{'_meta': {'type': 'train'}, 'E': 10, 'B': 10, 'Length': 320, 'Loss': 0.02470717392861843, 'top1': 99.375}
{'_meta': {'type': 'train'}, 'E': 10, 'B': 20, 'Length': 320, 'Loss': 0.04929113471880555, 'top1': 98.4375}
{'_meta': {'type': 'train'}, 'E': 10, 'B': 30, 'Length': 320, 'Loss': 0.010010145918931812, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 10, 'B': 40, 'Length': 320, 'Loss': 0.01440813485532999, 'top1': 99.6875}
{'_meta': {'type': 'train'}, 'E': 10, 'B': 50, 'Length': 320, 'Loss': 0.024743468780070544, 'top1': 99.375}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 10, 'Length': 9984, 'Loss': 0.23342164961668926, 'top1': 92.80849358974359}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 10, 'Length': 9984, 'Loss': 1.9143460606917357, 'top1': 60.95753205128205}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 10, 'Length': 9984, 'Loss': 2.305549204349518, 'top1': 54.22676282051282}
{'_meta': {'type': 'train'}, 'E': 11, 'B': 0, 'Length': 320, 'Loss': 0.014944597089197487, 'top1': 99.375}
{'_meta': {'type': 'train'}, 'E': 11, 'B': 10, 'Length': 320, 'Loss': 0.012122883484698832, 'top1': 99.6875}
{'_meta': {'type': 'train'}, 'E': 11, 'B': 20, 'Length': 320, 'Loss': 0.013882733637001366, 'top1': 99.6875}
{'_meta': {'type': 'train'}, 'E': 11, 'B': 30, 'Length': 320, 'Loss': 0.01545503679662943, 'top1': 99.6875}
{'_meta': {'type': 'train'}, 'E': 11, 'B': 40, 'Length': 320, 'Loss': 0.010957449569832533, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 11, 'B': 50, 'Length': 320, 'Loss': 0.009102073847316206, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 11, 'Length': 9984, 'Loss': 0.2189146156112353, 'top1': 93.40945512820512}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 11, 'Length': 9984, 'Loss': 2.6730731282478724, 'top1': 55.32852564102564}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 11, 'Length': 9984, 'Loss': 1.835880580620888, 'top1': 58.693910256410255}
{'_meta': {'type': 'train'}, 'E': 12, 'B': 0, 'Length': 320, 'Loss': 0.007726302114315331, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 12, 'B': 10, 'Length': 320, 'Loss': 0.013550809351727366, 'top1': 99.6875}
{'_meta': {'type': 'train'}, 'E': 12, 'B': 20, 'Length': 320, 'Loss': 0.005580402445048094, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 12, 'B': 30, 'Length': 320, 'Loss': 0.006850128096994012, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 12, 'B': 40, 'Length': 320, 'Loss': 0.009502232004888356, 'top1': 99.6875}
{'_meta': {'type': 'train'}, 'E': 12, 'B': 50, 'Length': 320, 'Loss': 0.006163512833882123, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 12, 'Length': 9984, 'Loss': 0.20960053236773, 'top1': 93.7099358974359}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 12, 'Length': 9984, 'Loss': 1.5659074852099786, 'top1': 64.56330128205128}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 12, 'Length': 9984, 'Loss': 1.6121311439917638, 'top1': 62.66025641025641}
{'_meta': {'type': 'train'}, 'E': 13, 'B': 0, 'Length': 320, 'Loss': 0.005059021641500294, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 13, 'B': 10, 'Length': 320, 'Loss': 0.003941812226548791, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 13, 'B': 20, 'Length': 320, 'Loss': 0.0036655435687862337, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 13, 'B': 30, 'Length': 320, 'Loss': 0.004145901085576042, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 13, 'B': 40, 'Length': 320, 'Loss': 0.005393879057373851, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 13, 'B': 50, 'Length': 320, 'Loss': 0.006797630491200834, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 13, 'Length': 9984, 'Loss': 0.23472112539009407, 'top1': 92.94871794871794}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 13, 'Length': 9984, 'Loss': 1.184247388671606, 'top1': 70.0020032051282}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 13, 'Length': 9984, 'Loss': 1.937824078095265, 'top1': 58.32331730769231}
{'_meta': {'type': 'train'}, 'E': 14, 'B': 0, 'Length': 320, 'Loss': 0.0035378209489863367, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 14, 'B': 10, 'Length': 320, 'Loss': 0.005225128575693816, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 14, 'B': 20, 'Length': 320, 'Loss': 0.0026136793196201323, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 14, 'B': 30, 'Length': 320, 'Loss': 0.002636335793067701, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 14, 'B': 40, 'Length': 320, 'Loss': 0.002058075473178178, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 14, 'B': 50, 'Length': 320, 'Loss': 0.004298795876093209, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 14, 'Length': 9984, 'Loss': 0.2142059276214777, 'top1': 93.7099358974359}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 14, 'Length': 9984, 'Loss': 1.0532724719781141, 'top1': 72.2255608974359}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 14, 'Length': 9984, 'Loss': 1.5292681279854896, 'top1': 64.25280448717949}
{'_meta': {'type': 'train'}, 'E': 15, 'B': 0, 'Length': 320, 'Loss': 0.003817354972125031, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 15, 'B': 10, 'Length': 320, 'Loss': 0.0022391998674720524, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 15, 'B': 20, 'Length': 320, 'Loss': 0.002877331245690584, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 15, 'B': 30, 'Length': 320, 'Loss': 0.003362499870127067, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 15, 'B': 40, 'Length': 320, 'Loss': 0.0017102743906434626, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 15, 'B': 50, 'Length': 320, 'Loss': 0.002580489369574934, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 15, 'Length': 9984, 'Loss': 0.2155846145409995, 'top1': 93.88020833333333}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 15, 'Length': 9984, 'Loss': 1.054288537074358, 'top1': 72.3457532051282}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 15, 'Length': 9984, 'Loss': 1.546033317461992, 'top1': 63.70192307692308}
{'_meta': {'type': 'train'}, 'E': 16, 'B': 0, 'Length': 320, 'Loss': 0.0023503977557993495, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 16, 'B': 10, 'Length': 320, 'Loss': 0.0034007643815129997, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 16, 'B': 20, 'Length': 320, 'Loss': 0.002884386561345309, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 16, 'B': 30, 'Length': 320, 'Loss': 0.0022278574702795594, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 16, 'B': 40, 'Length': 320, 'Loss': 0.0016587371967034415, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 16, 'B': 50, 'Length': 320, 'Loss': 0.0022598925628699363, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 16, 'Length': 9984, 'Loss': 0.2193387110884755, 'top1': 93.8301282051282}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 16, 'Length': 9984, 'Loss': 1.013769961320437, 'top1': 73.18709935897436}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 16, 'Length': 9984, 'Loss': 1.5901393936230586, 'top1': 62.62019230769231}
{'_meta': {'type': 'train'}, 'E': 17, 'B': 0, 'Length': 320, 'Loss': 0.0016870513994945214, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 17, 'B': 10, 'Length': 320, 'Loss': 0.002379512682091445, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 17, 'B': 20, 'Length': 320, 'Loss': 0.0024031642300542445, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 17, 'B': 30, 'Length': 320, 'Loss': 0.0021622717496939, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 17, 'B': 40, 'Length': 320, 'Loss': 0.0013039364683208987, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 17, 'B': 50, 'Length': 320, 'Loss': 0.0020603288779966534, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 17, 'Length': 9984, 'Loss': 0.2181712646777622, 'top1': 94.08052884615384}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 17, 'Length': 9984, 'Loss': 1.0733017073227809, 'top1': 72.52604166666667}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 17, 'Length': 9984, 'Loss': 1.56030323719367, 'top1': 62.96073717948718}
{'_meta': {'type': 'train'}, 'E': 18, 'B': 0, 'Length': 320, 'Loss': 0.0017346920954878441, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 18, 'B': 10, 'Length': 320, 'Loss': 0.002639279788127169, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 18, 'B': 20, 'Length': 320, 'Loss': 0.0019030456489417702, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 18, 'B': 30, 'Length': 320, 'Loss': 0.0017153650580439717, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 18, 'B': 40, 'Length': 320, 'Loss': 0.0012867312121670692, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 18, 'B': 50, 'Length': 320, 'Loss': 0.0017268073686864227, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 18, 'Length': 9984, 'Loss': 0.2187116786192816, 'top1': 94.15064102564102}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 18, 'Length': 9984, 'Loss': 1.064195787295317, 'top1': 72.93669871794872}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 18, 'Length': 9984, 'Loss': 1.5515104150160766, 'top1': 63.171073717948715}
{'_meta': {'type': 'train'}, 'E': 19, 'B': 0, 'Length': 320, 'Loss': 0.0016539183678105473, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 19, 'B': 10, 'Length': 320, 'Loss': 0.0017658315016888082, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 19, 'B': 20, 'Length': 320, 'Loss': 0.0015778663277160377, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 19, 'B': 30, 'Length': 320, 'Loss': 0.0014300103212008253, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 19, 'B': 40, 'Length': 320, 'Loss': 0.0016966739029157906, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 19, 'B': 50, 'Length': 320, 'Loss': 0.0013543433276936411, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 19, 'Length': 9984, 'Loss': 0.21744717898754737, 'top1': 94.20072115384616}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 19, 'Length': 9984, 'Loss': 0.9838327226730493, 'top1': 74.41907051282051}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 19, 'Length': 9984, 'Loss': 1.462525997406397, 'top1': 63.69190705128205}
{'_meta': {'type': 'train'}, 'E': 20, 'B': 0, 'Length': 320, 'Loss': 0.001619180617853999, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 20, 'B': 10, 'Length': 320, 'Loss': 0.0016016737965401262, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 20, 'B': 20, 'Length': 320, 'Loss': 0.00138156215834897, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 20, 'B': 30, 'Length': 320, 'Loss': 0.0014165583372232505, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 20, 'B': 40, 'Length': 320, 'Loss': 0.001267259387532249, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 20, 'B': 50, 'Length': 320, 'Loss': 0.0013581508246716112, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 20, 'Length': 9984, 'Loss': 0.2231747562137361, 'top1': 94.13060897435898}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 20, 'Length': 9984, 'Loss': 0.9309614827999702, 'top1': 75.44070512820512}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 20, 'Length': 9984, 'Loss': 1.5601741732695165, 'top1': 62.369791666666664}
{'_meta': {'type': 'train'}, 'E': 21, 'B': 0, 'Length': 320, 'Loss': 0.001446742980624549, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 21, 'B': 10, 'Length': 320, 'Loss': 0.0014123564295005053, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 21, 'B': 20, 'Length': 320, 'Loss': 0.0013507457013474777, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 21, 'B': 30, 'Length': 320, 'Loss': 0.0012697309015493375, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 21, 'B': 40, 'Length': 320, 'Loss': 0.0012595947075169534, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 21, 'B': 50, 'Length': 320, 'Loss': 0.0011148948862683028, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 21, 'Length': 9984, 'Loss': 0.21912213711020273, 'top1': 94.21073717948718}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 21, 'Length': 9984, 'Loss': 1.000685290648387, 'top1': 74.02844551282051}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 21, 'Length': 9984, 'Loss': 1.5494789962585156, 'top1': 61.93910256410256}
{'_meta': {'type': 'train'}, 'E': 22, 'B': 0, 'Length': 320, 'Loss': 0.001493725212640129, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 22, 'B': 10, 'Length': 320, 'Loss': 0.0009850922913756221, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 22, 'B': 20, 'Length': 320, 'Loss': 0.001322173691005446, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 22, 'B': 30, 'Length': 320, 'Loss': 0.0012572272171382792, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 22, 'B': 40, 'Length': 320, 'Loss': 0.000981588033027947, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 22, 'B': 50, 'Length': 320, 'Loss': 0.001259380771080032, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 22, 'Length': 9984, 'Loss': 0.2195551318761248, 'top1': 94.19070512820512}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 22, 'Length': 9984, 'Loss': 0.9044092289912395, 'top1': 75.97155448717949}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 22, 'Length': 9984, 'Loss': 1.5275763135689955, 'top1': 62.5400641025641}
{'_meta': {'type': 'train'}, 'E': 23, 'B': 0, 'Length': 320, 'Loss': 0.0012883150309789925, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 23, 'B': 10, 'Length': 320, 'Loss': 0.0010839319555088877, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 23, 'B': 20, 'Length': 320, 'Loss': 0.0012817972747143358, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 23, 'B': 30, 'Length': 320, 'Loss': 0.0010809249710291625, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 23, 'B': 40, 'Length': 320, 'Loss': 0.0009057295363163575, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 23, 'B': 50, 'Length': 320, 'Loss': 0.0011004167667124421, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 23, 'Length': 9984, 'Loss': 0.2205311917604353, 'top1': 94.25080128205128}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 23, 'Length': 9984, 'Loss': 0.8932505295826838, 'top1': 76.27203525641026}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 23, 'Length': 9984, 'Loss': 1.5184589830728679, 'top1': 62.59014423076923}
{'_meta': {'type': 'train'}, 'E': 24, 'B': 0, 'Length': 320, 'Loss': 0.0012124929038691335, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 24, 'B': 10, 'Length': 320, 'Loss': 0.0009818475984502584, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 24, 'B': 20, 'Length': 320, 'Loss': 0.0010861158923944458, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 24, 'B': 30, 'Length': 320, 'Loss': 0.0010416447890747803, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 24, 'B': 40, 'Length': 320, 'Loss': 0.0007784351793816314, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 24, 'B': 50, 'Length': 320, 'Loss': 0.0009739265515236184, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 24, 'Length': 9984, 'Loss': 0.2250295870889647, 'top1': 94.13060897435898}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 24, 'Length': 9984, 'Loss': 0.8408757685086666, 'top1': 77.6943108974359}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 24, 'Length': 9984, 'Loss': 1.5244995645987682, 'top1': 62.630208333333336}
{'_meta': {'type': 'train'}, 'E': 25, 'B': 0, 'Length': 320, 'Loss': 0.0010747253902081866, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 25, 'B': 10, 'Length': 320, 'Loss': 0.000834429869428277, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 25, 'B': 20, 'Length': 320, 'Loss': 0.0010276090877596288, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 25, 'B': 30, 'Length': 320, 'Loss': 0.0009107733669225127, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 25, 'B': 40, 'Length': 320, 'Loss': 0.0008036487241042777, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 25, 'B': 50, 'Length': 320, 'Loss': 0.0009162737434962765, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 25, 'Length': 9984, 'Loss': 0.23588675967393777, 'top1': 93.93028846153847}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 25, 'Length': 9984, 'Loss': 0.8306405590130732, 'top1': 77.95472756410257}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 25, 'Length': 9984, 'Loss': 1.687289746143879, 'top1': 60.286458333333336}
{'_meta': {'type': 'train'}, 'E': 26, 'B': 0, 'Length': 320, 'Loss': 0.0011466233656392433, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 26, 'B': 10, 'Length': 320, 'Loss': 0.000826423050602898, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 26, 'B': 20, 'Length': 320, 'Loss': 0.0013994607521453871, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 26, 'B': 30, 'Length': 320, 'Loss': 0.02589825293907779, 'top1': 99.375}
{'_meta': {'type': 'train'}, 'E': 26, 'B': 40, 'Length': 320, 'Loss': 0.03796364442096092, 'top1': 98.75}
{'_meta': {'type': 'train'}, 'E': 26, 'B': 50, 'Length': 320, 'Loss': 0.03546106840367429, 'top1': 98.4375}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 26, 'Length': 9984, 'Loss': 0.947493505019408, 'top1': 74.62940705128206}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 26, 'Length': 9984, 'Loss': 1.6222606675747113, 'top1': 64.38301282051282}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 26, 'Length': 9984, 'Loss': 5.199700752894084, 'top1': 48.0068108974359}
{'_meta': {'type': 'train'}, 'E': 27, 'B': 0, 'Length': 320, 'Loss': 0.012617109500570222, 'top1': 99.375}
{'_meta': {'type': 'train'}, 'E': 27, 'B': 10, 'Length': 320, 'Loss': 0.061173964210320265, 'top1': 98.75}
{'_meta': {'type': 'train'}, 'E': 27, 'B': 20, 'Length': 320, 'Loss': 0.03329990640631877, 'top1': 98.125}
{'_meta': {'type': 'train'}, 'E': 27, 'B': 30, 'Length': 320, 'Loss': 0.03461389245348982, 'top1': 98.75}
{'_meta': {'type': 'train'}, 'E': 27, 'B': 40, 'Length': 320, 'Loss': 0.028240771158016285, 'top1': 98.4375}
{'_meta': {'type': 'train'}, 'E': 27, 'B': 50, 'Length': 320, 'Loss': 0.013595500227529556, 'top1': 99.6875}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 27, 'Length': 9984, 'Loss': 0.3186296813476544, 'top1': 91.07572115384616}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 27, 'Length': 9984, 'Loss': 1.4529276505494728, 'top1': 68.30929487179488}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 27, 'Length': 9984, 'Loss': 2.9843763449253182, 'top1': 50.99158653846154}
{'_meta': {'type': 'train'}, 'E': 28, 'B': 0, 'Length': 320, 'Loss': 0.0022774910918087698, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 28, 'B': 10, 'Length': 320, 'Loss': 0.0048957850900478665, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 28, 'B': 20, 'Length': 320, 'Loss': 0.005870658796629869, 'top1': 99.6875}
{'_meta': {'type': 'train'}, 'E': 28, 'B': 30, 'Length': 320, 'Loss': 0.02112532026512781, 'top1': 99.0625}
{'_meta': {'type': 'train'}, 'E': 28, 'B': 40, 'Length': 320, 'Loss': 0.02950788593152538, 'top1': 99.375}
{'_meta': {'type': 'train'}, 'E': 28, 'B': 50, 'Length': 320, 'Loss': 0.004029717115918175, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 28, 'Length': 9984, 'Loss': 0.20259620263599432, 'top1': 94.43108974358974}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 28, 'Length': 9984, 'Loss': 1.9882911092195756, 'top1': 62.43990384615385}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 28, 'Length': 9984, 'Loss': 1.6848660783889966, 'top1': 62.109375}
{'_meta': {'type': 'train'}, 'E': 29, 'B': 0, 'Length': 320, 'Loss': 0.0020962061505997555, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 29, 'B': 10, 'Length': 320, 'Loss': 0.01294847511453554, 'top1': 99.375}
{'_meta': {'type': 'train'}, 'E': 29, 'B': 20, 'Length': 320, 'Loss': 0.004797149042133242, 'top1': 99.6875}
{'_meta': {'type': 'train'}, 'E': 29, 'B': 30, 'Length': 320, 'Loss': 0.004511617706157267, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 29, 'B': 40, 'Length': 320, 'Loss': 0.0011253025266341865, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 29, 'B': 50, 'Length': 320, 'Loss': 0.0038376824362785556, 'top1': 99.6875}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 29, 'Length': 9984, 'Loss': 0.21699828166777316, 'top1': 94.11057692307692}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 29, 'Length': 9984, 'Loss': 3.013159773288629, 'top1': 56.28004807692308}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 29, 'Length': 9984, 'Loss': 1.7701922525198033, 'top1': 59.44511217948718}
{'_meta': {'type': 'train'}, 'E': 30, 'B': 0, 'Length': 320, 'Loss': 0.005828568501601694, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 30, 'B': 10, 'Length': 320, 'Loss': 0.005799168843077495, 'top1': 99.6875}
{'_meta': {'type': 'train'}, 'E': 30, 'B': 20, 'Length': 320, 'Loss': 0.003096181934233755, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 30, 'B': 30, 'Length': 320, 'Loss': 0.0012052977923303842, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 30, 'B': 40, 'Length': 320, 'Loss': 0.001139746374974493, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 30, 'B': 50, 'Length': 320, 'Loss': 0.002418947222759016, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 30, 'Length': 9984, 'Loss': 0.19270074498863557, 'top1': 94.75160256410257}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 30, 'Length': 9984, 'Loss': 1.5932769026511755, 'top1': 65.25440705128206}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 30, 'Length': 9984, 'Loss': 1.3060083977687054, 'top1': 66.57652243589743}
