{'_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': 1.0475811302661895, 'top1': 65.3125}
{'_meta': {'type': 'train'}, 'E': 1, 'B': 20, 'Length': 320, 'Loss': 0.2705137193202972, 'top1': 91.25}
{'_meta': {'type': 'train'}, 'E': 1, 'B': 30, 'Length': 320, 'Loss': 0.4189715996384621, 'top1': 87.1875}
{'_meta': {'type': 'train'}, 'E': 1, 'B': 40, 'Length': 320, 'Loss': 0.2637398518621922, 'top1': 90.0}
{'_meta': {'type': 'train'}, 'E': 1, 'B': 50, 'Length': 320, 'Loss': 0.17879558205604554, 'top1': 95.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 1, 'Length': 9984, 'Loss': 0.49303646500294024, 'top1': 86.88902243589743}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 1, 'Length': 9984, 'Loss': 2.4195213944484024, 'top1': 51.05168269230769}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 1, 'Length': 9984, 'Loss': 2.1544731992941637, 'top1': 46.594551282051285}
{'_meta': {'type': 'train'}, 'E': 2, 'B': 0, 'Length': 320, 'Loss': 0.1785651482641697, 'top1': 95.3125}
{'_meta': {'type': 'train'}, 'E': 2, 'B': 10, 'Length': 320, 'Loss': 0.19137633927166461, 'top1': 94.375}
{'_meta': {'type': 'train'}, 'E': 2, 'B': 20, 'Length': 320, 'Loss': 0.143323418777436, 'top1': 95.625}
{'_meta': {'type': 'train'}, 'E': 2, 'B': 30, 'Length': 320, 'Loss': 0.2218795858323574, 'top1': 94.0625}
{'_meta': {'type': 'train'}, 'E': 2, 'B': 40, 'Length': 320, 'Loss': 0.16099047288298607, 'top1': 94.0625}
{'_meta': {'type': 'train'}, 'E': 2, 'B': 50, 'Length': 320, 'Loss': 0.10943446476012468, 'top1': 95.625}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 2, 'Length': 9984, 'Loss': 0.367666367154855, 'top1': 89.19270833333333}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 2, 'Length': 9984, 'Loss': 2.2142330469229283, 'top1': 54.15665064102564}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 2, 'Length': 9984, 'Loss': 1.9684281242199433, 'top1': 49.298878205128204}
{'_meta': {'type': 'train'}, 'E': 3, 'B': 0, 'Length': 320, 'Loss': 0.11924865171313286, 'top1': 95.625}
{'_meta': {'type': 'train'}, 'E': 3, 'B': 10, 'Length': 320, 'Loss': 0.13494518287479879, 'top1': 95.0}
{'_meta': {'type': 'train'}, 'E': 3, 'B': 20, 'Length': 320, 'Loss': 0.09405720736831427, 'top1': 97.1875}
{'_meta': {'type': 'train'}, 'E': 3, 'B': 30, 'Length': 320, 'Loss': 0.1330759869888425, 'top1': 96.5625}
{'_meta': {'type': 'train'}, 'E': 3, 'B': 40, 'Length': 320, 'Loss': 0.11272019371390343, 'top1': 96.5625}
{'_meta': {'type': 'train'}, 'E': 3, 'B': 50, 'Length': 320, 'Loss': 0.07148125115782022, 'top1': 98.75}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 3, 'Length': 9984, 'Loss': 0.3301319453674249, 'top1': 89.79366987179488}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 3, 'Length': 9984, 'Loss': 2.2459162443112106, 'top1': 55.598958333333336}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 3, 'Length': 9984, 'Loss': 2.116576624222291, 'top1': 49.348958333333336}
{'_meta': {'type': 'train'}, 'E': 4, 'B': 0, 'Length': 320, 'Loss': 0.09287407454103232, 'top1': 96.5625}
{'_meta': {'type': 'train'}, 'E': 4, 'B': 10, 'Length': 320, 'Loss': 0.09645162541419268, 'top1': 96.5625}
{'_meta': {'type': 'train'}, 'E': 4, 'B': 20, 'Length': 320, 'Loss': 0.06349796187132598, 'top1': 98.125}
{'_meta': {'type': 'train'}, 'E': 4, 'B': 30, 'Length': 320, 'Loss': 0.08866361677646636, 'top1': 97.5}
{'_meta': {'type': 'train'}, 'E': 4, 'B': 40, 'Length': 320, 'Loss': 0.07894647214561701, 'top1': 97.5}
{'_meta': {'type': 'train'}, 'E': 4, 'B': 50, 'Length': 320, 'Loss': 0.06734906146302819, 'top1': 97.8125}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 4, 'Length': 9984, 'Loss': 0.29095538065601617, 'top1': 90.87540064102564}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 4, 'Length': 9984, 'Loss': 2.323885744962937, 'top1': 55.83934294871795}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 4, 'Length': 9984, 'Loss': 2.0146083663671446, 'top1': 51.2119391025641}
{'_meta': {'type': 'train'}, 'E': 5, 'B': 0, 'Length': 320, 'Loss': 0.04689915776252747, 'top1': 99.6875}
{'_meta': {'type': 'train'}, 'E': 5, 'B': 10, 'Length': 320, 'Loss': 0.06486439735163003, 'top1': 98.125}
{'_meta': {'type': 'train'}, 'E': 5, 'B': 20, 'Length': 320, 'Loss': 0.05301623893901706, 'top1': 98.125}
{'_meta': {'type': 'train'}, 'E': 5, 'B': 30, 'Length': 320, 'Loss': 0.07472948879003524, 'top1': 98.4375}
{'_meta': {'type': 'train'}, 'E': 5, 'B': 40, 'Length': 320, 'Loss': 0.05887432801537216, 'top1': 98.4375}
{'_meta': {'type': 'train'}, 'E': 5, 'B': 50, 'Length': 320, 'Loss': 0.057390969293192026, 'top1': 99.0625}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 5, 'Length': 9984, 'Loss': 0.26865623891353607, 'top1': 91.46634615384616}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 5, 'Length': 9984, 'Loss': 2.379659082645025, 'top1': 55.76923076923077}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 5, 'Length': 9984, 'Loss': 1.9064454864232967, 'top1': 54.62740384615385}
{'_meta': {'type': 'train'}, 'E': 6, 'B': 0, 'Length': 320, 'Loss': 0.03799801226705313, 'top1': 99.375}
{'_meta': {'type': 'train'}, 'E': 6, 'B': 10, 'Length': 320, 'Loss': 0.02623408017680049, 'top1': 99.0625}
{'_meta': {'type': 'train'}, 'E': 6, 'B': 20, 'Length': 320, 'Loss': 0.04328347640112042, 'top1': 98.75}
{'_meta': {'type': 'train'}, 'E': 6, 'B': 30, 'Length': 320, 'Loss': 0.050980991264805195, 'top1': 98.4375}
{'_meta': {'type': 'train'}, 'E': 6, 'B': 40, 'Length': 320, 'Loss': 0.05329867554828525, 'top1': 97.8125}
{'_meta': {'type': 'train'}, 'E': 6, 'B': 50, 'Length': 320, 'Loss': 0.02307402715086937, 'top1': 99.6875}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 6, 'Length': 9984, 'Loss': 0.2786967931076502, 'top1': 90.82532051282051}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 6, 'Length': 9984, 'Loss': 1.95726201014641, 'top1': 58.493589743589745}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 6, 'Length': 9984, 'Loss': 2.3161764037914767, 'top1': 52.31370192307692}
{'_meta': {'type': 'train'}, 'E': 7, 'B': 0, 'Length': 320, 'Loss': 0.018432962521910668, 'top1': 99.6875}
{'_meta': {'type': 'train'}, 'E': 7, 'B': 10, 'Length': 320, 'Loss': 0.046450442727655174, 'top1': 97.8125}
{'_meta': {'type': 'train'}, 'E': 7, 'B': 20, 'Length': 320, 'Loss': 0.019487219769507645, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 7, 'B': 30, 'Length': 320, 'Loss': 0.04073641272261739, 'top1': 99.0625}
{'_meta': {'type': 'train'}, 'E': 7, 'B': 40, 'Length': 320, 'Loss': 0.04234753237105906, 'top1': 98.75}
{'_meta': {'type': 'train'}, 'E': 7, 'B': 50, 'Length': 320, 'Loss': 0.020856534037739037, 'top1': 99.375}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 7, 'Length': 9984, 'Loss': 0.24731675125897312, 'top1': 92.05729166666667}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 7, 'Length': 9984, 'Loss': 2.0322653956902332, 'top1': 58.97435897435897}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 7, 'Length': 9984, 'Loss': 2.1944688176497436, 'top1': 53.09495192307692}
{'_meta': {'type': 'train'}, 'E': 8, 'B': 0, 'Length': 320, 'Loss': 0.019900185661390422, 'top1': 99.375}
{'_meta': {'type': 'train'}, 'E': 8, 'B': 10, 'Length': 320, 'Loss': 0.027210212172940375, 'top1': 99.375}
{'_meta': {'type': 'train'}, 'E': 8, 'B': 20, 'Length': 320, 'Loss': 0.015990737779065966, 'top1': 99.6875}
{'_meta': {'type': 'train'}, 'E': 8, 'B': 30, 'Length': 320, 'Loss': 0.03632969025056809, 'top1': 98.4375}
{'_meta': {'type': 'train'}, 'E': 8, 'B': 40, 'Length': 320, 'Loss': 0.02414645431563258, 'top1': 99.375}
{'_meta': {'type': 'train'}, 'E': 8, 'B': 50, 'Length': 320, 'Loss': 0.027598988660611213, 'top1': 99.0625}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 8, 'Length': 9984, 'Loss': 0.23646988639703545, 'top1': 92.36778846153847}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 8, 'Length': 9984, 'Loss': 2.0352487502953944, 'top1': 59.70552884615385}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 8, 'Length': 9984, 'Loss': 2.279928285341996, 'top1': 53.014823717948715}
{'_meta': {'type': 'train'}, 'E': 9, 'B': 0, 'Length': 320, 'Loss': 0.013984343176707626, 'top1': 99.6875}
{'_meta': {'type': 'train'}, 'E': 9, 'B': 10, 'Length': 320, 'Loss': 0.01798971032258123, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 9, 'B': 20, 'Length': 320, 'Loss': 0.07617487628012895, 'top1': 97.8125}
{'_meta': {'type': 'train'}, 'E': 9, 'B': 30, 'Length': 320, 'Loss': 0.025585253816097976, 'top1': 99.375}
{'_meta': {'type': 'train'}, 'E': 9, 'B': 40, 'Length': 320, 'Loss': 0.055259293504059316, 'top1': 98.4375}
{'_meta': {'type': 'train'}, 'E': 9, 'B': 50, 'Length': 320, 'Loss': 0.016949181724339724, 'top1': 99.375}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 9, 'Length': 9984, 'Loss': 0.22945449053524777, 'top1': 92.97876602564102}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 9, 'Length': 9984, 'Loss': 1.9079422308848455, 'top1': 60.1963141025641}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 9, 'Length': 9984, 'Loss': 2.3189425132213493, 'top1': 53.385416666666664}
{'_meta': {'type': 'train'}, 'E': 10, 'B': 0, 'Length': 320, 'Loss': 0.016905796760693193, 'top1': 99.6875}
{'_meta': {'type': 'train'}, 'E': 10, 'B': 10, 'Length': 320, 'Loss': 0.019393993401899935, 'top1': 99.0625}
{'_meta': {'type': 'train'}, 'E': 10, 'B': 20, 'Length': 320, 'Loss': 0.011749975266866386, 'top1': 99.6875}
{'_meta': {'type': 'train'}, 'E': 10, 'B': 30, 'Length': 320, 'Loss': 0.034495825855992736, 'top1': 98.75}
{'_meta': {'type': 'train'}, 'E': 10, 'B': 40, 'Length': 320, 'Loss': 0.023162779910489917, 'top1': 99.6875}
{'_meta': {'type': 'train'}, 'E': 10, 'B': 50, 'Length': 320, 'Loss': 0.008736254088580609, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 10, 'Length': 9984, 'Loss': 0.23143670780775258, 'top1': 93.0889423076923}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 10, 'Length': 9984, 'Loss': 2.020947563342559, 'top1': 60.9775641025641}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 10, 'Length': 9984, 'Loss': 2.1734764132744226, 'top1': 54.56730769230769}
{'_meta': {'type': 'train'}, 'E': 11, 'B': 0, 'Length': 320, 'Loss': 0.007221871090587228, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 11, 'B': 10, 'Length': 320, 'Loss': 0.015535811777226627, 'top1': 99.375}
{'_meta': {'type': 'train'}, 'E': 11, 'B': 20, 'Length': 320, 'Loss': 0.024454895267263056, 'top1': 99.375}
{'_meta': {'type': 'train'}, 'E': 11, 'B': 30, 'Length': 320, 'Loss': 0.01880181534215808, 'top1': 99.6875}
{'_meta': {'type': 'train'}, 'E': 11, 'B': 40, 'Length': 320, 'Loss': 0.0069338023837190125, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 11, 'B': 50, 'Length': 320, 'Loss': 0.019162352941930295, 'top1': 99.375}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 11, 'Length': 9984, 'Loss': 0.2154152466234966, 'top1': 93.57972756410257}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 11, 'Length': 9984, 'Loss': 1.8899843899103312, 'top1': 61.25801282051282}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 11, 'Length': 9984, 'Loss': 1.5872647571258056, 'top1': 62.369791666666664}
{'_meta': {'type': 'train'}, 'E': 12, 'B': 0, 'Length': 320, 'Loss': 0.006186377041740343, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 12, 'B': 10, 'Length': 320, 'Loss': 0.010914838238386437, 'top1': 99.6875}
{'_meta': {'type': 'train'}, 'E': 12, 'B': 20, 'Length': 320, 'Loss': 0.004343099286779761, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 12, 'B': 30, 'Length': 320, 'Loss': 0.008203374326694757, 'top1': 99.6875}
{'_meta': {'type': 'train'}, 'E': 12, 'B': 40, 'Length': 320, 'Loss': 0.007653292757458985, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 12, 'B': 50, 'Length': 320, 'Loss': 0.011115334462374449, 'top1': 99.6875}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 12, 'Length': 9984, 'Loss': 0.22161630611532393, 'top1': 93.24919871794872}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 12, 'Length': 9984, 'Loss': 1.580272064759181, 'top1': 63.671875}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 12, 'Length': 9984, 'Loss': 1.8985232955370195, 'top1': 59.73557692307692}
{'_meta': {'type': 'train'}, 'E': 13, 'B': 0, 'Length': 320, 'Loss': 0.008879926800727845, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 13, 'B': 10, 'Length': 320, 'Loss': 0.005013968056300655, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 13, 'B': 20, 'Length': 320, 'Loss': 0.004306451341835782, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 13, 'B': 30, 'Length': 320, 'Loss': 0.004139282437972724, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 13, 'B': 40, 'Length': 320, 'Loss': 0.0025945302564650773, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 13, 'B': 50, 'Length': 320, 'Loss': 0.004896178806666285, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 13, 'Length': 9984, 'Loss': 0.23496370499905866, 'top1': 93.14903846153847}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 13, 'Length': 9984, 'Loss': 1.1273503880470226, 'top1': 71.07371794871794}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 13, 'Length': 9984, 'Loss': 1.8752704109901037, 'top1': 60.9775641025641}
{'_meta': {'type': 'train'}, 'E': 14, 'B': 0, 'Length': 320, 'Loss': 0.003678827612020541, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 14, 'B': 10, 'Length': 320, 'Loss': 0.003920152469072491, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 14, 'B': 20, 'Length': 320, 'Loss': 0.0033591865212656558, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 14, 'B': 30, 'Length': 320, 'Loss': 0.0024606288701761515, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 14, 'B': 40, 'Length': 320, 'Loss': 0.0028144018433522433, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 14, 'B': 50, 'Length': 320, 'Loss': 0.0040288754622451965, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 14, 'Length': 9984, 'Loss': 0.2284510114397376, 'top1': 93.55969551282051}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 14, 'Length': 9984, 'Loss': 1.18526534927197, 'top1': 70.6229967948718}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 14, 'Length': 9984, 'Loss': 1.7607024487776635, 'top1': 61.74879807692308}
{'_meta': {'type': 'train'}, 'E': 15, 'B': 0, 'Length': 320, 'Loss': 0.0022739640538929962, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 15, 'B': 10, 'Length': 320, 'Loss': 0.0023675201868172736, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 15, 'B': 20, 'Length': 320, 'Loss': 0.0029215771734016015, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 15, 'B': 30, 'Length': 320, 'Loss': 0.004394461360061541, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 15, 'B': 40, 'Length': 320, 'Loss': 0.0025078304373892025, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 15, 'B': 50, 'Length': 320, 'Loss': 0.002694666723255068, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 15, 'Length': 9984, 'Loss': 0.22616544216632462, 'top1': 93.46955128205128}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 15, 'Length': 9984, 'Loss': 1.1542513439288506, 'top1': 70.68309294871794}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 15, 'Length': 9984, 'Loss': 1.7477097946863909, 'top1': 62.25961538461539}
{'_meta': {'type': 'train'}, 'E': 16, 'B': 0, 'Length': 320, 'Loss': 0.001852849572605919, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 16, 'B': 10, 'Length': 320, 'Loss': 0.0028374229092150926, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 16, 'B': 20, 'Length': 320, 'Loss': 0.0020942656003171576, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 16, 'B': 30, 'Length': 320, 'Loss': 0.018081594508839772, 'top1': 99.6875}
{'_meta': {'type': 'train'}, 'E': 16, 'B': 40, 'Length': 320, 'Loss': 0.0017842208762886003, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 16, 'B': 50, 'Length': 320, 'Loss': 0.0018606660654768349, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 16, 'Length': 9984, 'Loss': 0.2220135170679826, 'top1': 93.85016025641026}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 16, 'Length': 9984, 'Loss': 1.1486106469080999, 'top1': 71.14383012820512}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 16, 'Length': 9984, 'Loss': 1.7351345114218883, 'top1': 61.92908653846154}
{'_meta': {'type': 'train'}, 'E': 17, 'B': 0, 'Length': 320, 'Loss': 0.0015686538223235401, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 17, 'B': 10, 'Length': 320, 'Loss': 0.0028691156418062746, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 17, 'B': 20, 'Length': 320, 'Loss': 0.002392331702867523, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 17, 'B': 30, 'Length': 320, 'Loss': 0.0018144830857636407, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 17, 'B': 40, 'Length': 320, 'Loss': 0.0017875147197628394, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 17, 'B': 50, 'Length': 320, 'Loss': 0.001982525805942714, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 17, 'Length': 9984, 'Loss': 0.21825755641867334, 'top1': 94.11057692307692}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 17, 'Length': 9984, 'Loss': 1.147317572281911, 'top1': 71.30408653846153}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 17, 'Length': 9984, 'Loss': 1.5241920038675651, 'top1': 64.0224358974359}
{'_meta': {'type': 'train'}, 'E': 18, 'B': 0, 'Length': 320, 'Loss': 0.0016478005491080694, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 18, 'B': 10, 'Length': 320, 'Loss': 0.002221015654504299, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 18, 'B': 20, 'Length': 320, 'Loss': 0.0018759370723273605, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 18, 'B': 30, 'Length': 320, 'Loss': 0.0016473178344313054, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 18, 'B': 40, 'Length': 320, 'Loss': 0.0015167146746534854, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 18, 'B': 50, 'Length': 320, 'Loss': 0.0015811566612683237, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 18, 'Length': 9984, 'Loss': 0.2159330198326363, 'top1': 94.25080128205128}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 18, 'Length': 9984, 'Loss': 1.210751752058665, 'top1': 70.17227564102564}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 18, 'Length': 9984, 'Loss': 1.5531485508649776, 'top1': 63.22115384615385}
{'_meta': {'type': 'train'}, 'E': 19, 'B': 0, 'Length': 320, 'Loss': 0.0015210037410724909, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 19, 'B': 10, 'Length': 320, 'Loss': 0.0016550580563489347, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 19, 'B': 20, 'Length': 320, 'Loss': 0.0016450731578515842, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 19, 'B': 30, 'Length': 320, 'Loss': 0.001408129936316982, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 19, 'B': 40, 'Length': 320, 'Loss': 0.0013580494152847678, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 19, 'B': 50, 'Length': 320, 'Loss': 0.00140885814325884, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 19, 'Length': 9984, 'Loss': 0.2171831761773389, 'top1': 94.25080128205128}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 19, 'Length': 9984, 'Loss': 1.1492292770208457, 'top1': 71.35416666666667}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 19, 'Length': 9984, 'Loss': 1.5116048111365392, 'top1': 63.962339743589745}
{'_meta': {'type': 'train'}, 'E': 20, 'B': 0, 'Length': 320, 'Loss': 0.0015410332161991391, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 20, 'B': 10, 'Length': 320, 'Loss': 0.0013859015656635166, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 20, 'B': 20, 'Length': 320, 'Loss': 0.0014665640250314028, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 20, 'B': 30, 'Length': 320, 'Loss': 0.0013587435183580964, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 20, 'B': 40, 'Length': 320, 'Loss': 0.0011458320979727433, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 20, 'B': 50, 'Length': 320, 'Loss': 0.0011717709247022867, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 20, 'Length': 9984, 'Loss': 0.2271262512375147, 'top1': 93.88020833333333}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 20, 'Length': 9984, 'Loss': 2.088437272952153, 'top1': 60.56690705128205}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 20, 'Length': 9984, 'Loss': 1.6185825925606947, 'top1': 60.95753205128205}
{'_meta': {'type': 'train'}, 'E': 21, 'B': 0, 'Length': 320, 'Loss': 0.0017512404927401803, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 21, 'B': 10, 'Length': 320, 'Loss': 0.0012401823711115866, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 21, 'B': 20, 'Length': 320, 'Loss': 0.00128813223564066, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 21, 'B': 30, 'Length': 320, 'Loss': 0.0011705642304150389, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 21, 'B': 40, 'Length': 320, 'Loss': 0.0012320677778916433, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 21, 'B': 50, 'Length': 320, 'Loss': 0.0012931374076288193, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 21, 'Length': 9984, 'Loss': 0.22337060635431838, 'top1': 94.24078525641026}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 21, 'Length': 9984, 'Loss': 1.1311944333406596, 'top1': 71.51442307692308}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 21, 'Length': 9984, 'Loss': 1.629122032569005, 'top1': 61.017628205128204}
{'_meta': {'type': 'train'}, 'E': 22, 'B': 0, 'Length': 320, 'Loss': 0.0013359784417843912, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 22, 'B': 10, 'Length': 320, 'Loss': 0.001159808662487194, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 22, 'B': 20, 'Length': 320, 'Loss': 0.0011391731502953916, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 22, 'B': 30, 'Length': 320, 'Loss': 0.0011736937274690717, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 22, 'B': 40, 'Length': 320, 'Loss': 0.0011548857903108001, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 22, 'B': 50, 'Length': 320, 'Loss': 0.001374623051378876, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 22, 'Length': 9984, 'Loss': 0.2203407096557128, 'top1': 94.29086538461539}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 22, 'Length': 9984, 'Loss': 1.141074056044603, 'top1': 71.32411858974359}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 22, 'Length': 9984, 'Loss': 1.5329702626436184, 'top1': 63.06089743589744}
{'_meta': {'type': 'train'}, 'E': 23, 'B': 0, 'Length': 320, 'Loss': 0.0011834566459583585, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 23, 'B': 10, 'Length': 320, 'Loss': 0.0010028989752754569, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 23, 'B': 20, 'Length': 320, 'Loss': 0.0012868369260104374, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 23, 'B': 30, 'Length': 320, 'Loss': 0.0010525344725465402, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 23, 'B': 40, 'Length': 320, 'Loss': 0.0008933228178648278, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 23, 'B': 50, 'Length': 320, 'Loss': 0.0011858529760502279, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 23, 'Length': 9984, 'Loss': 0.22485467571860704, 'top1': 94.24078525641026}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 23, 'Length': 9984, 'Loss': 1.110051046579312, 'top1': 71.74479166666667}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 23, 'Length': 9984, 'Loss': 1.5320092210402856, 'top1': 63.65184294871795}
{'_meta': {'type': 'train'}, 'E': 24, 'B': 0, 'Length': 320, 'Loss': 0.001116839660971891, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 24, 'B': 10, 'Length': 320, 'Loss': 0.0010030055069364606, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 24, 'B': 20, 'Length': 320, 'Loss': 0.0011240447667660192, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 24, 'B': 30, 'Length': 320, 'Loss': 0.001039169094292447, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 24, 'B': 40, 'Length': 320, 'Loss': 0.0007889713189797476, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 24, 'B': 50, 'Length': 320, 'Loss': 0.000978703165310435, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 24, 'Length': 9984, 'Loss': 0.22563875735235903, 'top1': 94.28084935897436}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 24, 'Length': 9984, 'Loss': 1.063851922368392, 'top1': 72.90665064102564}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 24, 'Length': 9984, 'Loss': 1.5180730705077832, 'top1': 63.2411858974359}
{'_meta': {'type': 'train'}, 'E': 25, 'B': 0, 'Length': 320, 'Loss': 0.0011556632445717697, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 25, 'B': 10, 'Length': 320, 'Loss': 0.0009029914101120085, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 25, 'B': 20, 'Length': 320, 'Loss': 0.0010539017908740788, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 25, 'B': 30, 'Length': 320, 'Loss': 0.0009793604840524495, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 25, 'B': 40, 'Length': 320, 'Loss': 0.0007196169870439916, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 25, 'B': 50, 'Length': 320, 'Loss': 0.0008639047155156732, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 25, 'Length': 9984, 'Loss': 0.31070751830553395, 'top1': 91.97716346153847}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 25, 'Length': 9984, 'Loss': 1.2335611918033698, 'top1': 69.8417467948718}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 25, 'Length': 9984, 'Loss': 2.8628239998450646, 'top1': 50.07011217948718}
{'_meta': {'type': 'train'}, 'E': 26, 'B': 0, 'Length': 320, 'Loss': 0.0009637203002057504, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 26, 'B': 10, 'Length': 320, 'Loss': 0.0010643398505635559, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 26, 'B': 20, 'Length': 320, 'Loss': 0.001003286227933131, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 26, 'B': 30, 'Length': 320, 'Loss': 0.0010902878741035238, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 26, 'B': 40, 'Length': 320, 'Loss': 0.0007157217216445134, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 26, 'B': 50, 'Length': 320, 'Loss': 0.0010201313998550177, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 26, 'Length': 9984, 'Loss': 0.23268418681497374, 'top1': 94.1806891025641}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 26, 'Length': 9984, 'Loss': 1.0886695224505205, 'top1': 72.33573717948718}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 26, 'Length': 9984, 'Loss': 1.7012066459044433, 'top1': 59.094551282051285}
{'_meta': {'type': 'train'}, 'E': 27, 'B': 0, 'Length': 320, 'Loss': 0.0010091204967466183, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 27, 'B': 10, 'Length': 320, 'Loss': 0.0008620715700089932, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 27, 'B': 20, 'Length': 320, 'Loss': 0.0009225696470821276, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 27, 'B': 30, 'Length': 320, 'Loss': 0.0008645395777421072, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 27, 'B': 40, 'Length': 320, 'Loss': 0.0006927607581019401, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 27, 'B': 50, 'Length': 320, 'Loss': 0.0008429308334598317, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 27, 'Length': 9984, 'Loss': 0.2288452434616211, 'top1': 94.2608173076923}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 27, 'Length': 9984, 'Loss': 1.0048642945595276, 'top1': 74.05849358974359}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 27, 'Length': 9984, 'Loss': 1.5209875802199047, 'top1': 62.219551282051285}
{'_meta': {'type': 'train'}, 'E': 28, 'B': 0, 'Length': 320, 'Loss': 0.0009227316819305998, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 28, 'B': 10, 'Length': 320, 'Loss': 0.0007827098161214963, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 28, 'B': 20, 'Length': 320, 'Loss': 0.0008944441637140699, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 28, 'B': 30, 'Length': 320, 'Loss': 0.0007967586570885032, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 28, 'B': 40, 'Length': 320, 'Loss': 0.0006560759386047721, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 28, 'B': 50, 'Length': 320, 'Loss': 0.0008204386191209778, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 28, 'Length': 9984, 'Loss': 0.2296521467371629, 'top1': 94.38100961538461}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 28, 'Length': 9984, 'Loss': 1.044810869754889, 'top1': 73.32732371794872}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 28, 'Length': 9984, 'Loss': 1.5254624547102513, 'top1': 62.57011217948718}
{'_meta': {'type': 'train'}, 'E': 29, 'B': 0, 'Length': 320, 'Loss': 0.0008327877258125227, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 29, 'B': 10, 'Length': 320, 'Loss': 0.0007631548447534442, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 29, 'B': 20, 'Length': 320, 'Loss': 0.0008212341388571076, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 29, 'B': 30, 'Length': 320, 'Loss': 0.0007317526411497966, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 29, 'B': 40, 'Length': 320, 'Loss': 0.0006272971571888774, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 29, 'B': 50, 'Length': 320, 'Loss': 0.0007380615803413093, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 29, 'Length': 9984, 'Loss': 0.23257677189002818, 'top1': 94.36097756410257}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 29, 'Length': 9984, 'Loss': 0.9612387720590982, 'top1': 75.05008012820512}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 29, 'Length': 9984, 'Loss': 1.510841354345664, 'top1': 62.74038461538461}
{'_meta': {'type': 'train'}, 'E': 30, 'B': 0, 'Length': 320, 'Loss': 0.0008586785523220896, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 30, 'B': 10, 'Length': 320, 'Loss': 0.000702483527129516, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 30, 'B': 20, 'Length': 320, 'Loss': 0.0007306927582249045, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 30, 'B': 30, 'Length': 320, 'Loss': 0.0006918215745827183, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 30, 'B': 40, 'Length': 320, 'Loss': 0.000576837160042487, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 30, 'B': 50, 'Length': 320, 'Loss': 0.0007134289247915149, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 30, 'Length': 9984, 'Loss': 0.23352756191236088, 'top1': 94.34094551282051}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 30, 'Length': 9984, 'Loss': 0.9406830137356733, 'top1': 75.50080128205128}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 30, 'Length': 9984, 'Loss': 1.498265496431253, 'top1': 62.80048076923077}
