{'_meta': {'type': 'graph'}, 'spectral_gap': 0.049739646880595956}
{'_meta': {'type': 'train'}, 'E': 1, 'B': 0, 'Length': 320, 'Loss': 2.3027315616607664, 'top1': 10.3125}
{'_meta': {'type': 'train'}, 'E': 1, 'B': 10, 'Length': 320, 'Loss': 1.0385647118091583, 'top1': 63.4375}
{'_meta': {'type': 'train'}, 'E': 1, 'B': 20, 'Length': 320, 'Loss': 0.38369555696845054, 'top1': 88.75}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 1, 'Length': 9984, 'Loss': 0.7248945985084925, 'top1': 79.31690705128206}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 1, 'Length': 9984, 'Loss': 7.883787094018398, 'top1': 49.2588141025641}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 1, 'Length': 9984, 'Loss': 6.5203998027703705, 'top1': 44.140625}
{'_meta': {'type': 'train'}, 'E': 2, 'B': 0, 'Length': 320, 'Loss': 0.3820644333958626, 'top1': 89.6875}
{'_meta': {'type': 'train'}, 'E': 2, 'B': 10, 'Length': 320, 'Loss': 0.22903696186840533, 'top1': 92.8125}
{'_meta': {'type': 'train'}, 'E': 2, 'B': 20, 'Length': 320, 'Loss': 0.18845233395695687, 'top1': 93.4375}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 2, 'Length': 9984, 'Loss': 0.6543281319049689, 'top1': 84.90584935897436}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 2, 'Length': 9984, 'Loss': 4.532424581356538, 'top1': 49.83974358974359}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 2, 'Length': 9984, 'Loss': 4.3489138804949246, 'top1': 45.022035256410255}
{'_meta': {'type': 'train'}, 'E': 3, 'B': 0, 'Length': 320, 'Loss': 0.17767621502280234, 'top1': 95.0}
{'_meta': {'type': 'train'}, 'E': 3, 'B': 10, 'Length': 320, 'Loss': 0.11830119658261537, 'top1': 96.875}
{'_meta': {'type': 'train'}, 'E': 3, 'B': 20, 'Length': 320, 'Loss': 0.10121741928160191, 'top1': 96.875}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 3, 'Length': 9984, 'Loss': 0.5650317951654776, 'top1': 87.01923076923077}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 3, 'Length': 9984, 'Loss': 4.759046774644118, 'top1': 50.0400641025641}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 3, 'Length': 9984, 'Loss': 4.505910998735672, 'top1': 45.58293269230769}
{'_meta': {'type': 'train'}, 'E': 4, 'B': 0, 'Length': 320, 'Loss': 0.10387004017829896, 'top1': 97.5}
{'_meta': {'type': 'train'}, 'E': 4, 'B': 10, 'Length': 320, 'Loss': 0.06197693739086389, 'top1': 98.125}
{'_meta': {'type': 'train'}, 'E': 4, 'B': 20, 'Length': 320, 'Loss': 0.05711836591362953, 'top1': 98.75}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 4, 'Length': 9984, 'Loss': 0.5084593351452779, 'top1': 86.7588141025641}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 4, 'Length': 9984, 'Loss': 5.0792563695174, 'top1': 50.12019230769231}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 4, 'Length': 9984, 'Loss': 4.66103949607947, 'top1': 45.77323717948718}
{'_meta': {'type': 'train'}, 'E': 5, 'B': 0, 'Length': 320, 'Loss': 0.0678786113858223, 'top1': 98.75}
{'_meta': {'type': 'train'}, 'E': 5, 'B': 10, 'Length': 320, 'Loss': 0.038677330035716294, 'top1': 99.0625}
{'_meta': {'type': 'train'}, 'E': 5, 'B': 20, 'Length': 320, 'Loss': 0.030311577022075653, 'top1': 99.375}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 5, 'Length': 9984, 'Loss': 0.47728851647713244, 'top1': 86.46834935897436}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 5, 'Length': 9984, 'Loss': 5.05666979153951, 'top1': 50.20032051282051}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 5, 'Length': 9984, 'Loss': 4.897215482516167, 'top1': 46.09375}
{'_meta': {'type': 'train'}, 'E': 6, 'B': 0, 'Length': 320, 'Loss': 0.05183349642902613, 'top1': 99.0625}
{'_meta': {'type': 'train'}, 'E': 6, 'B': 10, 'Length': 320, 'Loss': 0.027990544121712445, 'top1': 99.6875}
{'_meta': {'type': 'train'}, 'E': 6, 'B': 20, 'Length': 320, 'Loss': 0.02088840715587139, 'top1': 99.6875}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 6, 'Length': 9984, 'Loss': 0.42688723443410337, 'top1': 87.44991987179488}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 6, 'Length': 9984, 'Loss': 5.000282969230261, 'top1': 50.37059294871795}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 6, 'Length': 9984, 'Loss': 5.090535805775569, 'top1': 46.203926282051285}
{'_meta': {'type': 'train'}, 'E': 7, 'B': 0, 'Length': 320, 'Loss': 0.03646333245560527, 'top1': 99.375}
{'_meta': {'type': 'train'}, 'E': 7, 'B': 10, 'Length': 320, 'Loss': 0.02490465808659792, 'top1': 99.6875}
{'_meta': {'type': 'train'}, 'E': 7, 'B': 20, 'Length': 320, 'Loss': 0.023636486032046378, 'top1': 99.375}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 7, 'Length': 9984, 'Loss': 0.4054705391709621, 'top1': 87.5}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 7, 'Length': 9984, 'Loss': 4.8996737736922045, 'top1': 50.34054487179487}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 7, 'Length': 9984, 'Loss': 5.001612956707294, 'top1': 46.39423076923077}
{'_meta': {'type': 'train'}, 'E': 8, 'B': 0, 'Length': 320, 'Loss': 0.020077233761548997, 'top1': 99.6875}
{'_meta': {'type': 'train'}, 'E': 8, 'B': 10, 'Length': 320, 'Loss': 0.024867399502545594, 'top1': 99.6875}
{'_meta': {'type': 'train'}, 'E': 8, 'B': 20, 'Length': 320, 'Loss': 0.04849495082162321, 'top1': 98.125}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 8, 'Length': 9984, 'Loss': 0.3972706112724084, 'top1': 87.64022435897436}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 8, 'Length': 9984, 'Loss': 4.873349434290176, 'top1': 50.42067307692308}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 8, 'Length': 9984, 'Loss': 4.7504116663566, 'top1': 46.55448717948718}
{'_meta': {'type': 'train'}, 'E': 9, 'B': 0, 'Length': 320, 'Loss': 0.013002662244252861, 'top1': 99.6875}
{'_meta': {'type': 'train'}, 'E': 9, 'B': 10, 'Length': 320, 'Loss': 0.014385148673318327, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 9, 'B': 20, 'Length': 320, 'Loss': 0.0085345619590953, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 9, 'Length': 9984, 'Loss': 0.37701175619776434, 'top1': 88.18108974358974}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 9, 'Length': 9984, 'Loss': 4.911785269394899, 'top1': 50.38060897435897}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 9, 'Length': 9984, 'Loss': 4.340591782178635, 'top1': 46.53445512820513}
{'_meta': {'type': 'train'}, 'E': 10, 'B': 0, 'Length': 320, 'Loss': 0.009029315621592104, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 10, 'B': 10, 'Length': 320, 'Loss': 0.010307506530079991, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 10, 'B': 20, 'Length': 320, 'Loss': 0.009754480724222959, 'top1': 99.6875}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 10, 'Length': 9984, 'Loss': 0.36418299033091617, 'top1': 88.69190705128206}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 10, 'Length': 9984, 'Loss': 4.735595693955054, 'top1': 50.40064102564103}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 10, 'Length': 9984, 'Loss': 4.21358204804934, 'top1': 46.384214743589745}
{'_meta': {'type': 'train'}, 'E': 11, 'B': 0, 'Length': 320, 'Loss': 0.007890826417133212, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 11, 'B': 10, 'Length': 320, 'Loss': 0.004851889889687299, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 11, 'B': 20, 'Length': 320, 'Loss': 0.004908953025005758, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 11, 'Length': 9984, 'Loss': 0.3613567747748815, 'top1': 88.42147435897436}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 11, 'Length': 9984, 'Loss': 4.6021780753747015, 'top1': 50.41065705128205}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 11, 'Length': 9984, 'Loss': 4.323095058783506, 'top1': 46.49439102564103}
{'_meta': {'type': 'train'}, 'E': 12, 'B': 0, 'Length': 320, 'Loss': 0.005219731363467872, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 12, 'B': 10, 'Length': 320, 'Loss': 0.0051359840435907245, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 12, 'B': 20, 'Length': 320, 'Loss': 0.004281467292457819, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 12, 'Length': 9984, 'Loss': 0.3508308508839363, 'top1': 88.91225961538461}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 12, 'Length': 9984, 'Loss': 4.334713605734018, 'top1': 50.42067307692308}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 12, 'Length': 9984, 'Loss': 4.207134158183367, 'top1': 46.53445512820513}
{'_meta': {'type': 'train'}, 'E': 13, 'B': 0, 'Length': 320, 'Loss': 0.003166693926323205, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 13, 'B': 10, 'Length': 320, 'Loss': 0.006038605235517025, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 13, 'B': 20, 'Length': 320, 'Loss': 0.00429632825544104, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 13, 'Length': 9984, 'Loss': 0.34194760096187776, 'top1': 89.16266025641026}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 13, 'Length': 9984, 'Loss': 4.075797866552304, 'top1': 50.56089743589744}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 13, 'Length': 9984, 'Loss': 3.9850769623731956, 'top1': 46.564503205128204}
{'_meta': {'type': 'train'}, 'E': 14, 'B': 0, 'Length': 320, 'Loss': 0.003357545263133943, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 14, 'B': 10, 'Length': 320, 'Loss': 0.004901389864971861, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 14, 'B': 20, 'Length': 320, 'Loss': 0.0040476598660461605, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 14, 'Length': 9984, 'Loss': 0.3382701520831921, 'top1': 89.20272435897436}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 14, 'Length': 9984, 'Loss': 3.828175908479935, 'top1': 50.911458333333336}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 14, 'Length': 9984, 'Loss': 3.7207005879817863, 'top1': 46.62459935897436}
{'_meta': {'type': 'train'}, 'E': 15, 'B': 0, 'Length': 320, 'Loss': 0.004175693535944447, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 15, 'B': 10, 'Length': 320, 'Loss': 0.004113651567604393, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 15, 'B': 20, 'Length': 320, 'Loss': 0.0034748508594930174, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 15, 'Length': 9984, 'Loss': 0.3358187041221521, 'top1': 89.21274038461539}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 15, 'Length': 9984, 'Loss': 3.6088240177203446, 'top1': 51.62259615384615}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 15, 'Length': 9984, 'Loss': 3.4548175915693626, 'top1': 46.93509615384615}
{'_meta': {'type': 'train'}, 'E': 16, 'B': 0, 'Length': 320, 'Loss': 0.004121897590812296, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 16, 'B': 10, 'Length': 320, 'Loss': 0.004435485048452393, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 16, 'B': 20, 'Length': 320, 'Loss': 0.0029219477553851904, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 16, 'Length': 9984, 'Loss': 0.33417653552710247, 'top1': 89.3329326923077}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 16, 'Length': 9984, 'Loss': 3.4062691223927035, 'top1': 52.48397435897436}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 16, 'Length': 9984, 'Loss': 3.200662823823782, 'top1': 47.556089743589745}
{'_meta': {'type': 'train'}, 'E': 17, 'B': 0, 'Length': 320, 'Loss': 0.0033345101110171527, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 17, 'B': 10, 'Length': 320, 'Loss': 0.004359230492264032, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 17, 'B': 20, 'Length': 320, 'Loss': 0.003008058143313974, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 17, 'Length': 9984, 'Loss': 0.3322230680630757, 'top1': 89.31290064102564}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 17, 'Length': 9984, 'Loss': 3.2213205313071227, 'top1': 53.58573717948718}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 17, 'Length': 9984, 'Loss': 2.960132721142891, 'top1': 48.517628205128204}
{'_meta': {'type': 'train'}, 'E': 18, 'B': 0, 'Length': 320, 'Loss': 0.003455067775212228, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 18, 'B': 10, 'Length': 320, 'Loss': 0.003799582994543016, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 18, 'B': 20, 'Length': 320, 'Loss': 0.003035799239296466, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 18, 'Length': 9984, 'Loss': 0.33018209656270653, 'top1': 89.42307692307692}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 18, 'Length': 9984, 'Loss': 3.0268259659791603, 'top1': 54.797676282051285}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 18, 'Length': 9984, 'Loss': 2.763431564355508, 'top1': 49.66947115384615}
{'_meta': {'type': 'train'}, 'E': 19, 'B': 0, 'Length': 320, 'Loss': 0.003371695370879024, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 19, 'B': 10, 'Length': 320, 'Loss': 0.0036627481458708644, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 19, 'B': 20, 'Length': 320, 'Loss': 0.003146791073959321, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 19, 'Length': 9984, 'Loss': 0.3285976698240026, 'top1': 89.5733173076923}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 19, 'Length': 9984, 'Loss': 2.8385624335362363, 'top1': 56.06971153846154}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 19, 'Length': 9984, 'Loss': 2.570765012349838, 'top1': 50.93149038461539}
{'_meta': {'type': 'train'}, 'E': 20, 'B': 0, 'Length': 320, 'Loss': 0.003350030817091465, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 20, 'B': 10, 'Length': 320, 'Loss': 0.0038669132627546787, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 20, 'B': 20, 'Length': 320, 'Loss': 0.0032829459756612777, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 20, 'Length': 9984, 'Loss': 0.32773455249097866, 'top1': 89.8036858974359}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 20, 'Length': 9984, 'Loss': 2.663208837692554, 'top1': 57.522035256410255}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 20, 'Length': 9984, 'Loss': 2.3926689563653407, 'top1': 52.54407051282051}
{'_meta': {'type': 'train'}, 'E': 21, 'B': 0, 'Length': 320, 'Loss': 0.0031168417539447547, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 21, 'B': 10, 'Length': 320, 'Loss': 0.003730287728831172, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 21, 'B': 20, 'Length': 320, 'Loss': 0.003258760692551732, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 21, 'Length': 9984, 'Loss': 0.3258961515190701, 'top1': 89.9238782051282}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 21, 'Length': 9984, 'Loss': 2.5065606358723764, 'top1': 58.91426282051282}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 21, 'Length': 9984, 'Loss': 2.239995852494851, 'top1': 54.53725961538461}
{'_meta': {'type': 'train'}, 'E': 22, 'B': 0, 'Length': 320, 'Loss': 0.003212319628801197, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 22, 'B': 10, 'Length': 320, 'Loss': 0.0036155771580524743, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 22, 'B': 20, 'Length': 320, 'Loss': 0.0032183076487854122, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 22, 'Length': 9984, 'Loss': 0.32491280247146886, 'top1': 90.10416666666667}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 22, 'Length': 9984, 'Loss': 2.3585717189006314, 'top1': 60.55689102564103}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 22, 'Length': 9984, 'Loss': 2.0887304727847757, 'top1': 56.640625}
{'_meta': {'type': 'train'}, 'E': 23, 'B': 0, 'Length': 320, 'Loss': 0.003020154673140496, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 23, 'B': 10, 'Length': 320, 'Loss': 0.003479880036320537, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 23, 'B': 20, 'Length': 320, 'Loss': 0.003218318638391793, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 23, 'Length': 9984, 'Loss': 0.32364920532712954, 'top1': 90.2744391025641}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 23, 'Length': 9984, 'Loss': 2.2336643689718003, 'top1': 61.7588141025641}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 23, 'Length': 9984, 'Loss': 1.9684166067685835, 'top1': 58.53365384615385}
{'_meta': {'type': 'train'}, 'E': 24, 'B': 0, 'Length': 320, 'Loss': 0.0031178288394585253, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 24, 'B': 10, 'Length': 320, 'Loss': 0.0034558063256554306, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 24, 'B': 20, 'Length': 320, 'Loss': 0.003151923941913992, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 24, 'Length': 9984, 'Loss': 0.32316100602157605, 'top1': 90.3545673076923}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 24, 'Length': 9984, 'Loss': 2.10351116840656, 'top1': 63.13100961538461}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 24, 'Length': 9984, 'Loss': 1.8310309373415434, 'top1': 60.657051282051285}
{'_meta': {'type': 'train'}, 'E': 25, 'B': 0, 'Length': 320, 'Loss': 0.0028494087629951535, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 25, 'B': 10, 'Length': 320, 'Loss': 0.0033273486187681556, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 25, 'B': 20, 'Length': 320, 'Loss': 0.0031488597393035888, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 25, 'Length': 9984, 'Loss': 0.32206803399066514, 'top1': 90.5448717948718}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 25, 'Length': 9984, 'Loss': 2.0001270205546646, 'top1': 64.44310897435898}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 25, 'Length': 9984, 'Loss': 1.7193506497603197, 'top1': 62.72035256410256}
{'_meta': {'type': 'train'}, 'E': 26, 'B': 0, 'Length': 320, 'Loss': 0.002752418385352939, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 26, 'B': 10, 'Length': 320, 'Loss': 0.003181665774900466, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 26, 'B': 20, 'Length': 320, 'Loss': 0.0029701383085921408, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 26, 'Length': 9984, 'Loss': 0.3215862486618929, 'top1': 90.5849358974359}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 26, 'Length': 9984, 'Loss': 1.8938816617696712, 'top1': 65.71514423076923}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 26, 'Length': 9984, 'Loss': 1.610981991657844, 'top1': 64.93389423076923}
{'_meta': {'type': 'train'}, 'E': 27, 'B': 0, 'Length': 320, 'Loss': 0.002594641351606697, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 27, 'B': 10, 'Length': 320, 'Loss': 0.002928351878654212, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 27, 'B': 20, 'Length': 320, 'Loss': 0.0028606885112822055, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 27, 'Length': 9984, 'Loss': 0.32038715727125794, 'top1': 90.80528846153847}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 27, 'Length': 9984, 'Loss': 1.7982139671460176, 'top1': 66.95713141025641}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 27, 'Length': 9984, 'Loss': 1.5168802126860008, 'top1': 66.78685897435898}
{'_meta': {'type': 'train'}, 'E': 28, 'B': 0, 'Length': 320, 'Loss': 0.002394403284415603, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 28, 'B': 10, 'Length': 320, 'Loss': 0.0026894088252447544, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 28, 'B': 20, 'Length': 320, 'Loss': 0.002596093132160604, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 28, 'Length': 9984, 'Loss': 0.31963630160913825, 'top1': 91.0556891025641}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 28, 'Length': 9984, 'Loss': 1.703683274678695, 'top1': 68.06891025641026}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 28, 'Length': 9984, 'Loss': 1.4421058633388617, 'top1': 68.4395032051282}
{'_meta': {'type': 'train'}, 'E': 29, 'B': 0, 'Length': 320, 'Loss': 0.002253017982002348, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 29, 'B': 10, 'Length': 320, 'Loss': 0.0024486321373842655, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 29, 'B': 20, 'Length': 320, 'Loss': 0.002472015388775617, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 29, 'Length': 9984, 'Loss': 0.3190264842019249, 'top1': 91.18589743589743}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 29, 'Length': 9984, 'Loss': 1.6101763783357081, 'top1': 69.21073717948718}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 29, 'Length': 9984, 'Loss': 1.3734738444670653, 'top1': 70.07211538461539}
{'_meta': {'type': 'train'}, 'E': 30, 'B': 0, 'Length': 320, 'Loss': 0.0020902005897369237, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 30, 'B': 10, 'Length': 320, 'Loss': 0.0023403088853228837, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 30, 'B': 20, 'Length': 320, 'Loss': 0.0022855585906654597, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 30, 'Length': 9984, 'Loss': 0.31858129043263406, 'top1': 91.37620192307692}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 30, 'Length': 9984, 'Loss': 1.5273774014069483, 'top1': 70.21233974358974}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 30, 'Length': 9984, 'Loss': 1.3090409288803737, 'top1': 71.41426282051282}
