{'_meta': {'type': 'graph'}, 'spectral_gap': 0.015368009559518114}
{'_meta': {'type': 'train'}, 'E': 1, 'B': 0, 'Length': 640, 'Loss': 2.3079580307006835, 'top1': 8.4375}
{'_meta': {'type': 'train'}, 'E': 1, 'B': 10, 'Length': 640, 'Loss': 1.8907356202602386, 'top1': 50.0}
{'_meta': {'type': 'train'}, 'E': 1, 'B': 20, 'Length': 640, 'Loss': 0.8088404312729836, 'top1': 75.46875}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 1, 'Length': 9984, 'Loss': 0.41831915601132774, 'top1': 87.61017628205128}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 1, 'Length': 9984, 'Loss': 0.4456803019230182, 'top1': 86.92908653846153}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 1, 'Length': 9984, 'Loss': 0.46265143156051636, 'top1': 85.91746794871794}
{'_meta': {'type': 'train'}, 'E': 2, 'B': 0, 'Length': 640, 'Loss': 0.5092762291431427, 'top1': 83.90625}
{'_meta': {'type': 'train'}, 'E': 2, 'B': 10, 'Length': 640, 'Loss': 0.4508399173617363, 'top1': 84.53125}
{'_meta': {'type': 'train'}, 'E': 2, 'B': 20, 'Length': 640, 'Loss': 0.37021649032831194, 'top1': 87.65625}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 2, 'Length': 9984, 'Loss': 0.274110259488225, 'top1': 92.37780448717949}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 2, 'Length': 9984, 'Loss': 0.27940560848667073, 'top1': 91.85697115384616}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 2, 'Length': 9984, 'Loss': 0.29528894514227527, 'top1': 91.54647435897436}
{'_meta': {'type': 'train'}, 'E': 3, 'B': 0, 'Length': 640, 'Loss': 0.26387951597571374, 'top1': 92.1875}
{'_meta': {'type': 'train'}, 'E': 3, 'B': 10, 'Length': 640, 'Loss': 0.23870042115449905, 'top1': 92.03125}
{'_meta': {'type': 'train'}, 'E': 3, 'B': 20, 'Length': 640, 'Loss': 0.23114031217992306, 'top1': 92.96875}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 3, 'Length': 9984, 'Loss': 0.22499424391067946, 'top1': 93.50961538461539}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 3, 'Length': 9984, 'Loss': 0.22648404525497404, 'top1': 93.32932692307692}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 3, 'Length': 9984, 'Loss': 0.2385092755445303, 'top1': 92.89863782051282}
{'_meta': {'type': 'train'}, 'E': 4, 'B': 0, 'Length': 640, 'Loss': 0.1777147978544235, 'top1': 95.15625}
{'_meta': {'type': 'train'}, 'E': 4, 'B': 10, 'Length': 640, 'Loss': 0.16033451724797487, 'top1': 95.46875}
{'_meta': {'type': 'train'}, 'E': 4, 'B': 20, 'Length': 640, 'Loss': 0.15697806905955075, 'top1': 95.15625}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 4, 'Length': 9984, 'Loss': 0.1952228561604921, 'top1': 94.19070512820512}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 4, 'Length': 9984, 'Loss': 0.2036489736324606, 'top1': 93.82011217948718}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 4, 'Length': 9984, 'Loss': 0.19740863848859683, 'top1': 94.12059294871794}
{'_meta': {'type': 'train'}, 'E': 5, 'B': 0, 'Length': 640, 'Loss': 0.1277425500564277, 'top1': 96.5625}
{'_meta': {'type': 'train'}, 'E': 5, 'B': 10, 'Length': 640, 'Loss': 0.11392676029354334, 'top1': 97.03125}
{'_meta': {'type': 'train'}, 'E': 5, 'B': 20, 'Length': 640, 'Loss': 0.11305880164727569, 'top1': 96.09375}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 5, 'Length': 9984, 'Loss': 0.17294459610592383, 'top1': 94.76161858974359}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 5, 'Length': 9984, 'Loss': 0.18648698828063714, 'top1': 94.28084935897436}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 5, 'Length': 9984, 'Loss': 0.17099403338924718, 'top1': 94.8417467948718}
{'_meta': {'type': 'train'}, 'E': 6, 'B': 0, 'Length': 640, 'Loss': 0.09261457035318017, 'top1': 97.8125}
{'_meta': {'type': 'train'}, 'E': 6, 'B': 10, 'Length': 640, 'Loss': 0.07828934649005533, 'top1': 97.96875}
{'_meta': {'type': 'train'}, 'E': 6, 'B': 20, 'Length': 640, 'Loss': 0.07672676052898168, 'top1': 97.8125}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 6, 'Length': 9984, 'Loss': 0.1603445952462677, 'top1': 95.20232371794872}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 6, 'Length': 9984, 'Loss': 0.176286462503366, 'top1': 94.76161858974359}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 6, 'Length': 9984, 'Loss': 0.16092686700031686, 'top1': 95.11217948717949}
{'_meta': {'type': 'train'}, 'E': 7, 'B': 0, 'Length': 640, 'Loss': 0.0668691162019968, 'top1': 98.28125}
{'_meta': {'type': 'train'}, 'E': 7, 'B': 10, 'Length': 640, 'Loss': 0.056904814951121804, 'top1': 98.59375}
{'_meta': {'type': 'train'}, 'E': 7, 'B': 20, 'Length': 640, 'Loss': 0.0612268565222621, 'top1': 98.28125}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 7, 'Length': 9984, 'Loss': 0.1586584837081878, 'top1': 95.30248397435898}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 7, 'Length': 9984, 'Loss': 0.18157136424755058, 'top1': 94.70152243589743}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 7, 'Length': 9984, 'Loss': 0.160306615947495, 'top1': 95.18229166666667}
{'_meta': {'type': 'train'}, 'E': 8, 'B': 0, 'Length': 640, 'Loss': 0.05038715377449989, 'top1': 98.90625}
{'_meta': {'type': 'train'}, 'E': 8, 'B': 10, 'Length': 640, 'Loss': 0.04492763909511268, 'top1': 99.0625}
{'_meta': {'type': 'train'}, 'E': 8, 'B': 20, 'Length': 640, 'Loss': 0.04602082925848663, 'top1': 98.75}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 8, 'Length': 9984, 'Loss': 0.154693547454185, 'top1': 95.50280448717949}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 8, 'Length': 9984, 'Loss': 0.1678940917407043, 'top1': 95.12219551282051}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 8, 'Length': 9984, 'Loss': 0.1563271344109522, 'top1': 95.49278846153847}
{'_meta': {'type': 'train'}, 'E': 9, 'B': 0, 'Length': 640, 'Loss': 0.03566036878619343, 'top1': 99.6875}
{'_meta': {'type': 'train'}, 'E': 9, 'B': 10, 'Length': 640, 'Loss': 0.03100410064216703, 'top1': 99.53125}
{'_meta': {'type': 'train'}, 'E': 9, 'B': 20, 'Length': 640, 'Loss': 0.04075601191725582, 'top1': 98.90625}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 9, 'Length': 9984, 'Loss': 0.1532980745944839, 'top1': 95.5829326923077}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 9, 'Length': 9984, 'Loss': 0.18156350769836885, 'top1': 94.95192307692308}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 9, 'Length': 9984, 'Loss': 0.15863050010729915, 'top1': 95.38261217948718}
{'_meta': {'type': 'train'}, 'E': 10, 'B': 0, 'Length': 640, 'Loss': 0.029968137945979835, 'top1': 99.21875}
{'_meta': {'type': 'train'}, 'E': 10, 'B': 10, 'Length': 640, 'Loss': 0.016749493242241443, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 10, 'B': 20, 'Length': 640, 'Loss': 0.026162143074907364, 'top1': 99.6875}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 10, 'Length': 9984, 'Loss': 0.1507901124935485, 'top1': 95.7431891025641}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 10, 'Length': 9984, 'Loss': 0.17875254011596553, 'top1': 95.05208333333333}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 10, 'Length': 9984, 'Loss': 0.15886972127265883, 'top1': 95.57291666666667}
{'_meta': {'type': 'train'}, 'E': 11, 'B': 0, 'Length': 640, 'Loss': 0.025395849416963757, 'top1': 99.53125}
{'_meta': {'type': 'train'}, 'E': 11, 'B': 10, 'Length': 640, 'Loss': 0.02130326631013304, 'top1': 99.6875}
{'_meta': {'type': 'train'}, 'E': 11, 'B': 20, 'Length': 640, 'Loss': 0.038804051280021665, 'top1': 99.21875}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 11, 'Length': 9984, 'Loss': 0.14941422036505314, 'top1': 95.83333333333333}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 11, 'Length': 9984, 'Loss': 0.16456373244988917, 'top1': 95.41266025641026}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 11, 'Length': 9984, 'Loss': 0.16251359232858073, 'top1': 95.46274038461539}
{'_meta': {'type': 'train'}, 'E': 12, 'B': 0, 'Length': 640, 'Loss': 0.020894245780073106, 'top1': 99.6875}
{'_meta': {'type': 'train'}, 'E': 12, 'B': 10, 'Length': 640, 'Loss': 0.022814510541502388, 'top1': 99.375}
{'_meta': {'type': 'train'}, 'E': 12, 'B': 20, 'Length': 640, 'Loss': 0.015015084051992745, 'top1': 99.84375}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 12, 'Length': 9984, 'Loss': 0.15265570901204065, 'top1': 95.86338141025641}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 12, 'Length': 9984, 'Loss': 0.20296218795015308, 'top1': 94.47115384615384}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 12, 'Length': 9984, 'Loss': 0.1770179011300803, 'top1': 95.44270833333333}
{'_meta': {'type': 'train'}, 'E': 13, 'B': 0, 'Length': 640, 'Loss': 0.030776997935026883, 'top1': 98.90625}
{'_meta': {'type': 'train'}, 'E': 13, 'B': 10, 'Length': 640, 'Loss': 0.030525093118194492, 'top1': 99.21875}
{'_meta': {'type': 'train'}, 'E': 13, 'B': 20, 'Length': 640, 'Loss': 0.020388292998541148, 'top1': 99.6875}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 13, 'Length': 9984, 'Loss': 0.1443383487209921, 'top1': 95.99358974358974}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 13, 'Length': 9984, 'Loss': 0.19565144583332136, 'top1': 94.66145833333333}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 13, 'Length': 9984, 'Loss': 0.15932760635862508, 'top1': 95.65304487179488}
{'_meta': {'type': 'train'}, 'E': 14, 'B': 0, 'Length': 640, 'Loss': 0.023784880118910223, 'top1': 99.0625}
{'_meta': {'type': 'train'}, 'E': 14, 'B': 10, 'Length': 640, 'Loss': 0.021290007675997914, 'top1': 99.375}
{'_meta': {'type': 'train'}, 'E': 14, 'B': 20, 'Length': 640, 'Loss': 0.02384043423226103, 'top1': 99.53125}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 14, 'Length': 9984, 'Loss': 0.1369686791838784, 'top1': 96.19391025641026}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 14, 'Length': 9984, 'Loss': 0.15089468892218952, 'top1': 95.87339743589743}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 14, 'Length': 9984, 'Loss': 0.1433266576979151, 'top1': 96.14383012820512}
{'_meta': {'type': 'train'}, 'E': 15, 'B': 0, 'Length': 640, 'Loss': 0.013361144677037372, 'top1': 99.53125}
{'_meta': {'type': 'train'}, 'E': 15, 'B': 10, 'Length': 640, 'Loss': 0.012232853163732215, 'top1': 99.84375}
{'_meta': {'type': 'train'}, 'E': 15, 'B': 20, 'Length': 640, 'Loss': 0.020702509337570518, 'top1': 99.375}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 15, 'Length': 9984, 'Loss': 0.15022510579626377, 'top1': 96.03365384615384}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 15, 'Length': 9984, 'Loss': 0.17262586655012385, 'top1': 95.54286858974359}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 15, 'Length': 9984, 'Loss': 0.15080554615810682, 'top1': 96.16386217948718}
{'_meta': {'type': 'train'}, 'E': 16, 'B': 0, 'Length': 640, 'Loss': 0.01581231971795205, 'top1': 99.6875}
{'_meta': {'type': 'train'}, 'E': 16, 'B': 10, 'Length': 640, 'Loss': 0.011584740187390707, 'top1': 99.53125}
{'_meta': {'type': 'train'}, 'E': 16, 'B': 20, 'Length': 640, 'Loss': 0.012005322199547664, 'top1': 99.53125}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 16, 'Length': 9984, 'Loss': 0.14975844771416655, 'top1': 96.1338141025641}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 16, 'Length': 9984, 'Loss': 0.15660495771902413, 'top1': 96.0536858974359}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 16, 'Length': 9984, 'Loss': 0.15549413283163935, 'top1': 96.18389423076923}
{'_meta': {'type': 'train'}, 'E': 17, 'B': 0, 'Length': 640, 'Loss': 0.007744608767097816, 'top1': 99.84375}
{'_meta': {'type': 'train'}, 'E': 17, 'B': 10, 'Length': 640, 'Loss': 0.005799201750778593, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 17, 'B': 20, 'Length': 640, 'Loss': 0.00840176148340106, 'top1': 99.84375}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 17, 'Length': 9984, 'Loss': 0.1425032185738345, 'top1': 96.24399038461539}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 17, 'Length': 9984, 'Loss': 0.14722834343331506, 'top1': 96.0536858974359}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 17, 'Length': 9984, 'Loss': 0.14580533128924472, 'top1': 96.28405448717949}
{'_meta': {'type': 'train'}, 'E': 18, 'B': 0, 'Length': 640, 'Loss': 0.006286335963523015, 'top1': 99.84375}
{'_meta': {'type': 'train'}, 'E': 18, 'B': 10, 'Length': 640, 'Loss': 0.0033565267804078758, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 18, 'B': 20, 'Length': 640, 'Loss': 0.004641558893490582, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 18, 'Length': 9984, 'Loss': 0.14049335284980422, 'top1': 96.37419871794872}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 18, 'Length': 9984, 'Loss': 0.14247595528567195, 'top1': 96.42427884615384}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 18, 'Length': 9984, 'Loss': 0.14236672803127265, 'top1': 96.37419871794872}
{'_meta': {'type': 'train'}, 'E': 19, 'B': 0, 'Length': 640, 'Loss': 0.0030351136956596747, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 19, 'B': 10, 'Length': 640, 'Loss': 0.003709652282850584, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 19, 'B': 20, 'Length': 640, 'Loss': 0.003013665493926965, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 19, 'Length': 9984, 'Loss': 0.1426693083061041, 'top1': 96.4042467948718}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 19, 'Length': 9984, 'Loss': 0.1439529978373603, 'top1': 96.35416666666667}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 19, 'Length': 9984, 'Loss': 0.14500450966454828, 'top1': 96.3641826923077}
{'_meta': {'type': 'train'}, 'E': 20, 'B': 0, 'Length': 640, 'Loss': 0.002125457956572063, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 20, 'B': 10, 'Length': 640, 'Loss': 0.002797296838252805, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 20, 'B': 20, 'Length': 640, 'Loss': 0.0024632420565467326, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 20, 'Length': 9984, 'Loss': 0.14465253922952717, 'top1': 96.31410256410257}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 20, 'Length': 9984, 'Loss': 0.14601194832433953, 'top1': 96.31410256410257}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 20, 'Length': 9984, 'Loss': 0.1455209219670818, 'top1': 96.35416666666667}
{'_meta': {'type': 'train'}, 'E': 21, 'B': 0, 'Length': 640, 'Loss': 0.0024181885382859036, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 21, 'B': 10, 'Length': 640, 'Loss': 0.0022400033645681105, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 21, 'B': 20, 'Length': 640, 'Loss': 0.0020847746432991698, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 21, 'Length': 9984, 'Loss': 0.1458198595794737, 'top1': 96.37419871794872}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 21, 'Length': 9984, 'Loss': 0.14679406708334086, 'top1': 96.23397435897436}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 21, 'Length': 9984, 'Loss': 0.14730658192574234, 'top1': 96.3641826923077}
{'_meta': {'type': 'train'}, 'E': 22, 'B': 0, 'Length': 640, 'Loss': 0.0024470948497764765, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 22, 'B': 10, 'Length': 640, 'Loss': 0.0016761272461735643, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 22, 'B': 20, 'Length': 640, 'Loss': 0.0019071823611739092, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 22, 'Length': 9984, 'Loss': 0.14843685140709648, 'top1': 96.3641826923077}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 22, 'Length': 9984, 'Loss': 0.14809797028305802, 'top1': 96.29407051282051}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 22, 'Length': 9984, 'Loss': 0.1527577298662984, 'top1': 96.34415064102564}
{'_meta': {'type': 'train'}, 'E': 23, 'B': 0, 'Length': 640, 'Loss': 0.0025855095889710357, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 23, 'B': 10, 'Length': 640, 'Loss': 0.0016050813734182156, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 23, 'B': 20, 'Length': 640, 'Loss': 0.001798698709171731, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 23, 'Length': 9984, 'Loss': 0.14894498155634806, 'top1': 96.37419871794872}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 23, 'Length': 9984, 'Loss': 0.14936820027194186, 'top1': 96.33413461538461}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 23, 'Length': 9984, 'Loss': 0.1511259644066099, 'top1': 96.37419871794872}
{'_meta': {'type': 'train'}, 'E': 24, 'B': 0, 'Length': 640, 'Loss': 0.0016039551483117975, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 24, 'B': 10, 'Length': 640, 'Loss': 0.0015407041100843344, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 24, 'B': 20, 'Length': 640, 'Loss': 0.00167752471024869, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 24, 'Length': 9984, 'Loss': 0.14954281907814995, 'top1': 96.35416666666667}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 24, 'Length': 9984, 'Loss': 0.1508107136453316, 'top1': 96.35416666666667}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 24, 'Length': 9984, 'Loss': 0.14947778793181973, 'top1': 96.34415064102564}
{'_meta': {'type': 'train'}, 'E': 25, 'B': 0, 'Length': 640, 'Loss': 0.0013597604214737658, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 25, 'B': 10, 'Length': 640, 'Loss': 0.0014516478586301673, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 25, 'B': 20, 'Length': 640, 'Loss': 0.001459595865162555, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 25, 'Length': 9984, 'Loss': 0.15123977137224862, 'top1': 96.33413461538461}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 25, 'Length': 9984, 'Loss': 0.1523324984404629, 'top1': 96.34415064102564}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 25, 'Length': 9984, 'Loss': 0.15121625058927834, 'top1': 96.37419871794872}
{'_meta': {'type': 'train'}, 'E': 26, 'B': 0, 'Length': 640, 'Loss': 0.001263974628818687, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 26, 'B': 10, 'Length': 640, 'Loss': 0.0013167387282010169, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 26, 'B': 20, 'Length': 640, 'Loss': 0.0013327893233508804, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 26, 'Length': 9984, 'Loss': 0.15277663246278722, 'top1': 96.3641826923077}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 26, 'Length': 9984, 'Loss': 0.15366696996243817, 'top1': 96.32411858974359}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 26, 'Length': 9984, 'Loss': 0.15296399344398046, 'top1': 96.3641826923077}
{'_meta': {'type': 'train'}, 'E': 27, 'B': 0, 'Length': 640, 'Loss': 0.0011788834894105094, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 27, 'B': 10, 'Length': 640, 'Loss': 0.0012073626967321616, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 27, 'B': 20, 'Length': 640, 'Loss': 0.001240212954871822, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 27, 'Length': 9984, 'Loss': 0.15398034600711222, 'top1': 96.37419871794872}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 27, 'Length': 9984, 'Loss': 0.15488839868692286, 'top1': 96.33413461538461}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 27, 'Length': 9984, 'Loss': 0.1541260082866048, 'top1': 96.35416666666667}
{'_meta': {'type': 'train'}, 'E': 28, 'B': 0, 'Length': 640, 'Loss': 0.0010986113571561872, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 28, 'B': 10, 'Length': 640, 'Loss': 0.0011247591275605374, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 28, 'B': 20, 'Length': 640, 'Loss': 0.0011597566677664871, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 28, 'Length': 9984, 'Loss': 0.1551825369407891, 'top1': 96.35416666666667}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 28, 'Length': 9984, 'Loss': 0.15607628104959523, 'top1': 96.34415064102564}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 28, 'Length': 9984, 'Loss': 0.1552816371587245, 'top1': 96.37419871794872}
{'_meta': {'type': 'train'}, 'E': 29, 'B': 0, 'Length': 640, 'Loss': 0.0010301890564733186, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 29, 'B': 10, 'Length': 640, 'Loss': 0.0010490457752894145, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 29, 'B': 20, 'Length': 640, 'Loss': 0.0010908755044511053, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 29, 'Length': 9984, 'Loss': 0.1563587999209539, 'top1': 96.37419871794872}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 29, 'Length': 9984, 'Loss': 0.157203505932211, 'top1': 96.35416666666667}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 29, 'Length': 9984, 'Loss': 0.1564433316585449, 'top1': 96.39423076923077}
{'_meta': {'type': 'train'}, 'E': 30, 'B': 0, 'Length': 640, 'Loss': 0.0009615688832127489, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 30, 'B': 10, 'Length': 640, 'Loss': 0.000996095980372047, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 30, 'B': 20, 'Length': 640, 'Loss': 0.0010233857385173906, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 30, 'Length': 9984, 'Loss': 0.15751559515331628, 'top1': 96.37419871794872}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 30, 'Length': 9984, 'Loss': 0.1582977592233138, 'top1': 96.33413461538461}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 30, 'Length': 9984, 'Loss': 0.15762948869902607, 'top1': 96.4042467948718}
