{'_meta': {'type': 'graph'}, 'spectral_gap': 0.05663963285973006}
{'_meta': {'type': 'train'}, 'E': 1, 'B': 0, 'Length': 160, 'Loss': 2.305543804168701, 'top1': 12.5}
{'_meta': {'type': 'train'}, 'E': 1, 'B': 10, 'Length': 160, 'Loss': 2.3025371074676513, 'top1': 9.375}
{'_meta': {'type': 'train'}, 'E': 1, 'B': 20, 'Length': 160, 'Loss': 2.3021035194396973, 'top1': 10.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 1, 'Length': 9984, 'Loss': 2.3021320287997904, 'top1': 11.348157051282051}
{'_meta': {'type': 'train'}, 'E': 2, 'B': 0, 'Length': 160, 'Loss': 2.3016465663909913, 'top1': 11.25}
{'_meta': {'type': 'train'}, 'E': 2, 'B': 10, 'Length': 160, 'Loss': 2.3018986225128173, 'top1': 10.625}
{'_meta': {'type': 'train'}, 'E': 2, 'B': 20, 'Length': 160, 'Loss': 2.300758981704712, 'top1': 10.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 2, 'Length': 9984, 'Loss': 2.301712121718969, 'top1': 11.348157051282051}
{'_meta': {'type': 'train'}, 'E': 3, 'B': 0, 'Length': 160, 'Loss': 2.3009894371032713, 'top1': 11.25}
{'_meta': {'type': 'train'}, 'E': 3, 'B': 10, 'Length': 160, 'Loss': 2.301493835449219, 'top1': 10.625}
{'_meta': {'type': 'train'}, 'E': 3, 'B': 20, 'Length': 160, 'Loss': 2.299648714065552, 'top1': 10.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 3, 'Length': 9984, 'Loss': 2.3014483146178417, 'top1': 11.348157051282051}
{'_meta': {'type': 'train'}, 'E': 4, 'B': 0, 'Length': 160, 'Loss': 2.3005435943603514, 'top1': 11.25}
{'_meta': {'type': 'train'}, 'E': 4, 'B': 10, 'Length': 160, 'Loss': 2.301240634918213, 'top1': 10.625}
{'_meta': {'type': 'train'}, 'E': 4, 'B': 20, 'Length': 160, 'Loss': 2.298789691925049, 'top1': 10.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 4, 'Length': 9984, 'Loss': 2.3012922421479836, 'top1': 11.348157051282051}
{'_meta': {'type': 'train'}, 'E': 5, 'B': 0, 'Length': 160, 'Loss': 2.300233840942383, 'top1': 11.25}
{'_meta': {'type': 'train'}, 'E': 5, 'B': 10, 'Length': 160, 'Loss': 2.301087427139282, 'top1': 10.625}
{'_meta': {'type': 'train'}, 'E': 5, 'B': 20, 'Length': 160, 'Loss': 2.298120641708374, 'top1': 10.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 5, 'Length': 9984, 'Loss': 2.301206145531092, 'top1': 11.348157051282051}
{'_meta': {'type': 'train'}, 'E': 6, 'B': 0, 'Length': 160, 'Loss': 2.3000165462493896, 'top1': 11.25}
{'_meta': {'type': 'train'}, 'E': 6, 'B': 10, 'Length': 160, 'Loss': 2.301000452041626, 'top1': 10.625}
{'_meta': {'type': 'train'}, 'E': 6, 'B': 20, 'Length': 160, 'Loss': 2.2975940227508547, 'top1': 10.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 6, 'Length': 9984, 'Loss': 2.3011647279445944, 'top1': 11.348157051282051}
{'_meta': {'type': 'train'}, 'E': 7, 'B': 0, 'Length': 160, 'Loss': 2.299862766265869, 'top1': 11.25}
{'_meta': {'type': 'train'}, 'E': 7, 'B': 10, 'Length': 160, 'Loss': 2.3009563446044923, 'top1': 10.625}
{'_meta': {'type': 'train'}, 'E': 7, 'B': 20, 'Length': 160, 'Loss': 2.297175645828247, 'top1': 10.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 7, 'Length': 9984, 'Loss': 2.3011511778220153, 'top1': 11.348157051282051}
{'_meta': {'type': 'train'}, 'E': 8, 'B': 0, 'Length': 160, 'Loss': 2.299752378463745, 'top1': 11.25}
{'_meta': {'type': 'train'}, 'E': 8, 'B': 10, 'Length': 160, 'Loss': 2.3009393215179443, 'top1': 10.625}
{'_meta': {'type': 'train'}, 'E': 8, 'B': 20, 'Length': 160, 'Loss': 2.296839714050293, 'top1': 10.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 8, 'Length': 9984, 'Loss': 2.301154081638043, 'top1': 11.348157051282051}
{'_meta': {'type': 'train'}, 'E': 9, 'B': 0, 'Length': 160, 'Loss': 2.299671840667725, 'top1': 11.25}
{'_meta': {'type': 'train'}, 'E': 9, 'B': 10, 'Length': 160, 'Loss': 2.300939512252808, 'top1': 10.625}
{'_meta': {'type': 'train'}, 'E': 9, 'B': 20, 'Length': 160, 'Loss': 2.2965680599212646, 'top1': 10.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 9, 'Length': 9984, 'Loss': 2.3011665374804764, 'top1': 11.348157051282051}
{'_meta': {'type': 'train'}, 'E': 10, 'B': 0, 'Length': 160, 'Loss': 2.299612045288086, 'top1': 11.25}
{'_meta': {'type': 'train'}, 'E': 10, 'B': 10, 'Length': 160, 'Loss': 2.3009494304656983, 'top1': 10.625}
{'_meta': {'type': 'train'}, 'E': 10, 'B': 20, 'Length': 160, 'Loss': 2.2963464736938475, 'top1': 10.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 10, 'Length': 9984, 'Loss': 2.3011840092830167, 'top1': 11.348157051282051}
{'_meta': {'type': 'train'}, 'E': 11, 'B': 0, 'Length': 160, 'Loss': 2.2995670318603514, 'top1': 11.25}
{'_meta': {'type': 'train'}, 'E': 11, 'B': 10, 'Length': 160, 'Loss': 2.3009652137756347, 'top1': 10.625}
{'_meta': {'type': 'train'}, 'E': 11, 'B': 20, 'Length': 160, 'Loss': 2.296164560317993, 'top1': 10.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 11, 'Length': 9984, 'Loss': 2.301202981899946, 'top1': 11.348157051282051}
{'_meta': {'type': 'train'}, 'E': 12, 'B': 0, 'Length': 160, 'Loss': 2.2995321273803713, 'top1': 11.25}
{'_meta': {'type': 'train'}, 'E': 12, 'B': 10, 'Length': 160, 'Loss': 2.3009833335876464, 'top1': 10.625}
{'_meta': {'type': 'train'}, 'E': 12, 'B': 20, 'Length': 160, 'Loss': 2.296014642715454, 'top1': 10.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 12, 'Length': 9984, 'Loss': 2.3012222815782595, 'top1': 11.348157051282051}
{'_meta': {'type': 'train'}, 'E': 13, 'B': 0, 'Length': 160, 'Loss': 2.2995044708251955, 'top1': 11.25}
{'_meta': {'type': 'train'}, 'E': 13, 'B': 10, 'Length': 160, 'Loss': 2.301002311706543, 'top1': 10.625}
{'_meta': {'type': 'train'}, 'E': 13, 'B': 20, 'Length': 160, 'Loss': 2.295890522003174, 'top1': 10.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 13, 'Length': 9984, 'Loss': 2.3012406489787955, 'top1': 11.348157051282051}
{'_meta': {'type': 'train'}, 'E': 14, 'B': 0, 'Length': 160, 'Loss': 2.2994823932647703, 'top1': 11.25}
{'_meta': {'type': 'train'}, 'E': 14, 'B': 10, 'Length': 160, 'Loss': 2.3010210037231444, 'top1': 10.625}
{'_meta': {'type': 'train'}, 'E': 14, 'B': 20, 'Length': 160, 'Loss': 2.295787000656128, 'top1': 10.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 14, 'Length': 9984, 'Loss': 2.3012574972250524, 'top1': 11.348157051282051}
{'_meta': {'type': 'train'}, 'E': 15, 'B': 0, 'Length': 160, 'Loss': 2.2994640350341795, 'top1': 11.25}
{'_meta': {'type': 'train'}, 'E': 15, 'B': 10, 'Length': 160, 'Loss': 2.3010385036468506, 'top1': 10.625}
{'_meta': {'type': 'train'}, 'E': 15, 'B': 20, 'Length': 160, 'Loss': 2.2957006454467774, 'top1': 10.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 15, 'Length': 9984, 'Loss': 2.301272853826865, 'top1': 11.348157051282051}
{'_meta': {'type': 'train'}, 'E': 16, 'B': 0, 'Length': 160, 'Loss': 2.299449062347412, 'top1': 11.25}
{'_meta': {'type': 'train'}, 'E': 16, 'B': 10, 'Length': 160, 'Loss': 2.3010547161102295, 'top1': 10.625}
{'_meta': {'type': 'train'}, 'E': 16, 'B': 20, 'Length': 160, 'Loss': 2.2956282615661623, 'top1': 10.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 16, 'Length': 9984, 'Loss': 2.301286275570209, 'top1': 11.348157051282051}
{'_meta': {'type': 'train'}, 'E': 17, 'B': 0, 'Length': 160, 'Loss': 2.2994361400604246, 'top1': 11.25}
{'_meta': {'type': 'train'}, 'E': 17, 'B': 10, 'Length': 160, 'Loss': 2.3010695457458494, 'top1': 10.625}
{'_meta': {'type': 'train'}, 'E': 17, 'B': 20, 'Length': 160, 'Loss': 2.2955675601959227, 'top1': 10.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 17, 'Length': 9984, 'Loss': 2.301298040610093, 'top1': 11.348157051282051}
{'_meta': {'type': 'train'}, 'E': 18, 'B': 0, 'Length': 160, 'Loss': 2.299425172805786, 'top1': 11.25}
{'_meta': {'type': 'train'}, 'E': 18, 'B': 10, 'Length': 160, 'Loss': 2.301082897186279, 'top1': 10.625}
{'_meta': {'type': 'train'}, 'E': 18, 'B': 20, 'Length': 160, 'Loss': 2.295516538619995, 'top1': 10.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 18, 'Length': 9984, 'Loss': 2.301308295665643, 'top1': 11.348157051282051}
{'_meta': {'type': 'train'}, 'E': 19, 'B': 0, 'Length': 160, 'Loss': 2.2994157791137697, 'top1': 11.25}
{'_meta': {'type': 'train'}, 'E': 19, 'B': 10, 'Length': 160, 'Loss': 2.3010945320129395, 'top1': 10.625}
{'_meta': {'type': 'train'}, 'E': 19, 'B': 20, 'Length': 160, 'Loss': 2.2954736232757567, 'top1': 10.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 19, 'Length': 9984, 'Loss': 2.3013171568894997, 'top1': 11.348157051282051}
{'_meta': {'type': 'train'}, 'E': 20, 'B': 0, 'Length': 160, 'Loss': 2.299407720565796, 'top1': 11.25}
{'_meta': {'type': 'train'}, 'E': 20, 'B': 10, 'Length': 160, 'Loss': 2.3011049747467043, 'top1': 10.625}
{'_meta': {'type': 'train'}, 'E': 20, 'B': 20, 'Length': 160, 'Loss': 2.295437383651733, 'top1': 10.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 20, 'Length': 9984, 'Loss': 2.3013247679441404, 'top1': 11.348157051282051}
{'_meta': {'type': 'train'}, 'E': 21, 'B': 0, 'Length': 160, 'Loss': 2.2994007110595702, 'top1': 11.25}
{'_meta': {'type': 'train'}, 'E': 21, 'B': 10, 'Length': 160, 'Loss': 2.30111403465271, 'top1': 10.625}
{'_meta': {'type': 'train'}, 'E': 21, 'B': 20, 'Length': 160, 'Loss': 2.2954068183898926, 'top1': 10.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 21, 'Length': 9984, 'Loss': 2.301331333625011, 'top1': 11.348157051282051}
{'_meta': {'type': 'train'}, 'E': 22, 'B': 0, 'Length': 160, 'Loss': 2.2993945121765136, 'top1': 11.25}
{'_meta': {'type': 'train'}, 'E': 22, 'B': 10, 'Length': 160, 'Loss': 2.3011218547821044, 'top1': 10.625}
{'_meta': {'type': 'train'}, 'E': 22, 'B': 20, 'Length': 160, 'Loss': 2.295381021499634, 'top1': 10.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 22, 'Length': 9984, 'Loss': 2.3013367377794705, 'top1': 11.348157051282051}
{'_meta': {'type': 'train'}, 'E': 23, 'B': 0, 'Length': 160, 'Loss': 2.299389362335205, 'top1': 11.25}
{'_meta': {'type': 'train'}, 'E': 23, 'B': 10, 'Length': 160, 'Loss': 2.301129102706909, 'top1': 10.625}
{'_meta': {'type': 'train'}, 'E': 23, 'B': 20, 'Length': 160, 'Loss': 2.2953593730926514, 'top1': 10.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 23, 'Length': 9984, 'Loss': 2.3013415122643495, 'top1': 11.348157051282051}
{'_meta': {'type': 'train'}, 'E': 24, 'B': 0, 'Length': 160, 'Loss': 2.2993844509124757, 'top1': 11.25}
{'_meta': {'type': 'train'}, 'E': 24, 'B': 10, 'Length': 160, 'Loss': 2.3011350631713867, 'top1': 10.625}
{'_meta': {'type': 'train'}, 'E': 24, 'B': 20, 'Length': 160, 'Loss': 2.295340871810913, 'top1': 10.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 24, 'Length': 9984, 'Loss': 2.301345330018264, 'top1': 11.348157051282051}
{'_meta': {'type': 'train'}, 'E': 25, 'B': 0, 'Length': 160, 'Loss': 2.299380397796631, 'top1': 11.25}
{'_meta': {'type': 'train'}, 'E': 25, 'B': 10, 'Length': 160, 'Loss': 2.301140022277832, 'top1': 10.625}
{'_meta': {'type': 'train'}, 'E': 25, 'B': 20, 'Length': 160, 'Loss': 2.295325183868408, 'top1': 10.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 25, 'Length': 9984, 'Loss': 2.3013488145974965, 'top1': 11.348157051282051}
{'_meta': {'type': 'train'}, 'E': 26, 'B': 0, 'Length': 160, 'Loss': 2.299376916885376, 'top1': 11.25}
{'_meta': {'type': 'train'}, 'E': 26, 'B': 10, 'Length': 160, 'Loss': 2.30114483833313, 'top1': 10.625}
{'_meta': {'type': 'train'}, 'E': 26, 'B': 20, 'Length': 160, 'Loss': 2.295311784744263, 'top1': 10.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 26, 'Length': 9984, 'Loss': 2.3013515075047812, 'top1': 11.348157051282051}
{'_meta': {'type': 'train'}, 'E': 27, 'B': 0, 'Length': 160, 'Loss': 2.2993737697601317, 'top1': 11.25}
{'_meta': {'type': 'train'}, 'E': 27, 'B': 10, 'Length': 160, 'Loss': 2.3011487483978272, 'top1': 10.625}
{'_meta': {'type': 'train'}, 'E': 27, 'B': 20, 'Length': 160, 'Loss': 2.295300817489624, 'top1': 10.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 27, 'Length': 9984, 'Loss': 2.3013540567495885, 'top1': 11.348157051282051}
{'_meta': {'type': 'train'}, 'E': 28, 'B': 0, 'Length': 160, 'Loss': 2.2993710041046143, 'top1': 11.25}
{'_meta': {'type': 'train'}, 'E': 28, 'B': 10, 'Length': 160, 'Loss': 2.301151895523071, 'top1': 10.625}
{'_meta': {'type': 'train'}, 'E': 28, 'B': 20, 'Length': 160, 'Loss': 2.295291614532471, 'top1': 10.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 28, 'Length': 9984, 'Loss': 2.301356016061245, 'top1': 11.348157051282051}
{'_meta': {'type': 'train'}, 'E': 29, 'B': 0, 'Length': 160, 'Loss': 2.299368715286255, 'top1': 11.25}
{'_meta': {'type': 'train'}, 'E': 29, 'B': 10, 'Length': 160, 'Loss': 2.3011550426483156, 'top1': 10.625}
{'_meta': {'type': 'train'}, 'E': 29, 'B': 20, 'Length': 160, 'Loss': 2.295283555984497, 'top1': 10.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 29, 'Length': 9984, 'Loss': 2.3013577400109706, 'top1': 11.348157051282051}
{'_meta': {'type': 'train'}, 'E': 30, 'B': 0, 'Length': 160, 'Loss': 2.299366521835327, 'top1': 11.25}
{'_meta': {'type': 'train'}, 'E': 30, 'B': 10, 'Length': 160, 'Loss': 2.3011573791503905, 'top1': 10.625}
{'_meta': {'type': 'train'}, 'E': 30, 'B': 20, 'Length': 160, 'Loss': 2.2952766895294188, 'top1': 10.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 30, 'Length': 9984, 'Loss': 2.3013591644091482, 'top1': 11.348157051282051}
{'_meta': {'type': 'train'}, 'E': 31, 'B': 0, 'Length': 160, 'Loss': 2.2993645668029785, 'top1': 11.25}
{'_meta': {'type': 'train'}, 'E': 31, 'B': 10, 'Length': 160, 'Loss': 2.3011595726013185, 'top1': 10.625}
{'_meta': {'type': 'train'}, 'E': 31, 'B': 20, 'Length': 160, 'Loss': 2.2952709197998047, 'top1': 10.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 31, 'Length': 9984, 'Loss': 2.3013602739725356, 'top1': 11.348157051282051}
{'_meta': {'type': 'train'}, 'E': 32, 'B': 0, 'Length': 160, 'Loss': 2.299363040924072, 'top1': 11.25}
{'_meta': {'type': 'train'}, 'E': 32, 'B': 10, 'Length': 160, 'Loss': 2.301161289215088, 'top1': 10.625}
{'_meta': {'type': 'train'}, 'E': 32, 'B': 20, 'Length': 160, 'Loss': 2.2952660083770753, 'top1': 10.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 32, 'Length': 9984, 'Loss': 2.301361475235377, 'top1': 11.348157051282051}
{'_meta': {'type': 'train'}, 'E': 33, 'B': 0, 'Length': 160, 'Loss': 2.2993616104125976, 'top1': 11.25}
{'_meta': {'type': 'train'}, 'E': 33, 'B': 10, 'Length': 160, 'Loss': 2.301162910461426, 'top1': 10.625}
{'_meta': {'type': 'train'}, 'E': 33, 'B': 20, 'Length': 160, 'Loss': 2.295261859893799, 'top1': 10.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 33, 'Length': 9984, 'Loss': 2.301362156867981, 'top1': 11.348157051282051}
{'_meta': {'type': 'train'}, 'E': 34, 'B': 0, 'Length': 160, 'Loss': 2.2993603229522703, 'top1': 11.25}
{'_meta': {'type': 'train'}, 'E': 34, 'B': 10, 'Length': 160, 'Loss': 2.301164388656616, 'top1': 10.625}
{'_meta': {'type': 'train'}, 'E': 34, 'B': 20, 'Length': 160, 'Loss': 2.2952584743499758, 'top1': 10.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 34, 'Length': 9984, 'Loss': 2.3013627651410227, 'top1': 11.348157051282051}
{'_meta': {'type': 'train'}, 'E': 35, 'B': 0, 'Length': 160, 'Loss': 2.2993595123291017, 'top1': 11.25}
{'_meta': {'type': 'train'}, 'E': 35, 'B': 10, 'Length': 160, 'Loss': 2.301165246963501, 'top1': 10.625}
{'_meta': {'type': 'train'}, 'E': 35, 'B': 20, 'Length': 160, 'Loss': 2.295255517959595, 'top1': 10.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 35, 'Length': 9984, 'Loss': 2.301363556812971, 'top1': 11.348157051282051}
{'_meta': {'type': 'train'}, 'E': 36, 'B': 0, 'Length': 160, 'Loss': 2.299358606338501, 'top1': 11.25}
{'_meta': {'type': 'train'}, 'E': 36, 'B': 10, 'Length': 160, 'Loss': 2.3011664867401125, 'top1': 10.625}
{'_meta': {'type': 'train'}, 'E': 36, 'B': 20, 'Length': 160, 'Loss': 2.2952529907226564, 'top1': 10.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 36, 'Length': 9984, 'Loss': 2.3013638716477613, 'top1': 11.348157051282051}
{'_meta': {'type': 'train'}, 'E': 37, 'B': 0, 'Length': 160, 'Loss': 2.299357795715332, 'top1': 11.25}
{'_meta': {'type': 'train'}, 'E': 37, 'B': 10, 'Length': 160, 'Loss': 2.301167345046997, 'top1': 10.625}
{'_meta': {'type': 'train'}, 'E': 37, 'B': 20, 'Length': 160, 'Loss': 2.295250749588013, 'top1': 10.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 37, 'Length': 9984, 'Loss': 2.3013644218444824, 'top1': 11.348157051282051}
{'_meta': {'type': 'train'}, 'E': 38, 'B': 0, 'Length': 160, 'Loss': 2.2993571281433107, 'top1': 11.25}
{'_meta': {'type': 'train'}, 'E': 38, 'B': 10, 'Length': 160, 'Loss': 2.3011679649353027, 'top1': 10.625}
{'_meta': {'type': 'train'}, 'E': 38, 'B': 20, 'Length': 160, 'Loss': 2.2952491283416747, 'top1': 10.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 38, 'Length': 9984, 'Loss': 2.3013646510931163, 'top1': 11.348157051282051}
{'_meta': {'type': 'train'}, 'E': 39, 'B': 0, 'Length': 160, 'Loss': 2.2993563652038573, 'top1': 11.25}
{'_meta': {'type': 'train'}, 'E': 39, 'B': 10, 'Length': 160, 'Loss': 2.3011684894561766, 'top1': 10.625}
{'_meta': {'type': 'train'}, 'E': 39, 'B': 20, 'Length': 160, 'Loss': 2.295247507095337, 'top1': 10.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 39, 'Length': 9984, 'Loss': 2.3013649812111487, 'top1': 11.348157051282051}
{'_meta': {'type': 'train'}, 'E': 40, 'B': 0, 'Length': 160, 'Loss': 2.299355983734131, 'top1': 11.25}
{'_meta': {'type': 'train'}, 'E': 40, 'B': 10, 'Length': 160, 'Loss': 2.301169013977051, 'top1': 10.625}
{'_meta': {'type': 'train'}, 'E': 40, 'B': 20, 'Length': 160, 'Loss': 2.2952463150024416, 'top1': 10.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 40, 'Length': 9984, 'Loss': 2.3013652746493998, 'top1': 11.348157051282051}
{'_meta': {'type': 'train'}, 'E': 41, 'B': 0, 'Length': 160, 'Loss': 2.299355316162109, 'top1': 11.25}
{'_meta': {'type': 'train'}, 'E': 41, 'B': 10, 'Length': 160, 'Loss': 2.301169443130493, 'top1': 10.625}
{'_meta': {'type': 'train'}, 'E': 41, 'B': 20, 'Length': 160, 'Loss': 2.2952452182769774, 'top1': 10.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 41, 'Length': 9984, 'Loss': 2.3013655894841905, 'top1': 11.348157051282051}
{'_meta': {'type': 'train'}, 'E': 42, 'B': 0, 'Length': 160, 'Loss': 2.299354982376099, 'top1': 11.25}
{'_meta': {'type': 'train'}, 'E': 42, 'B': 10, 'Length': 160, 'Loss': 2.301169729232788, 'top1': 10.625}
{'_meta': {'type': 'train'}, 'E': 42, 'B': 20, 'Length': 160, 'Loss': 2.2952444076538088, 'top1': 10.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 42, 'Length': 9984, 'Loss': 2.3013655925408387, 'top1': 11.348157051282051}
{'_meta': {'type': 'train'}, 'E': 43, 'B': 0, 'Length': 160, 'Loss': 2.299354839324951, 'top1': 11.25}
{'_meta': {'type': 'train'}, 'E': 43, 'B': 10, 'Length': 160, 'Loss': 2.3011701107025146, 'top1': 10.625}
{'_meta': {'type': 'train'}, 'E': 43, 'B': 20, 'Length': 160, 'Loss': 2.2952434062957763, 'top1': 10.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 43, 'Length': 9984, 'Loss': 2.3013657545432067, 'top1': 11.348157051282051}
{'_meta': {'type': 'train'}, 'E': 44, 'B': 0, 'Length': 160, 'Loss': 2.2993544578552245, 'top1': 11.25}
{'_meta': {'type': 'train'}, 'E': 44, 'B': 10, 'Length': 160, 'Loss': 2.301170492172241, 'top1': 10.625}
{'_meta': {'type': 'train'}, 'E': 44, 'B': 20, 'Length': 160, 'Loss': 2.2952428340911863, 'top1': 10.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 44, 'Length': 9984, 'Loss': 2.301365989905137, 'top1': 11.348157051282051}
{'_meta': {'type': 'train'}, 'E': 45, 'B': 0, 'Length': 160, 'Loss': 2.2993540287017824, 'top1': 11.25}
{'_meta': {'type': 'train'}, 'E': 45, 'B': 10, 'Length': 160, 'Loss': 2.301170492172241, 'top1': 10.625}
{'_meta': {'type': 'train'}, 'E': 45, 'B': 20, 'Length': 160, 'Loss': 2.295242118835449, 'top1': 10.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 45, 'Length': 9984, 'Loss': 2.3013661335676145, 'top1': 11.348157051282051}
{'_meta': {'type': 'train'}, 'E': 46, 'B': 0, 'Length': 160, 'Loss': 2.299353837966919, 'top1': 11.25}
{'_meta': {'type': 'train'}, 'E': 46, 'B': 10, 'Length': 160, 'Loss': 2.3011706829071046, 'top1': 10.625}
{'_meta': {'type': 'train'}, 'E': 46, 'B': 20, 'Length': 160, 'Loss': 2.295241594314575, 'top1': 10.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 46, 'Length': 9984, 'Loss': 2.3013662038705287, 'top1': 11.348157051282051}
{'_meta': {'type': 'train'}, 'E': 47, 'B': 0, 'Length': 160, 'Loss': 2.299353504180908, 'top1': 11.25}
{'_meta': {'type': 'train'}, 'E': 47, 'B': 10, 'Length': 160, 'Loss': 2.3011708736419676, 'top1': 10.625}
{'_meta': {'type': 'train'}, 'E': 47, 'B': 20, 'Length': 160, 'Loss': 2.2952414035797117, 'top1': 10.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 47, 'Length': 9984, 'Loss': 2.301366225267068, 'top1': 11.348157051282051}
{'_meta': {'type': 'train'}, 'E': 48, 'B': 0, 'Length': 160, 'Loss': 2.299353313446045, 'top1': 11.25}
{'_meta': {'type': 'train'}, 'E': 48, 'B': 10, 'Length': 160, 'Loss': 2.3011709690093993, 'top1': 10.625}
{'_meta': {'type': 'train'}, 'E': 48, 'B': 20, 'Length': 160, 'Loss': 2.2952408313751222, 'top1': 10.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 48, 'Length': 9984, 'Loss': 2.3013662619468493, 'top1': 11.348157051282051}
{'_meta': {'type': 'train'}, 'E': 49, 'B': 0, 'Length': 160, 'Loss': 2.2993531703948973, 'top1': 11.25}
{'_meta': {'type': 'train'}, 'E': 49, 'B': 10, 'Length': 160, 'Loss': 2.3011709213256837, 'top1': 10.625}
{'_meta': {'type': 'train'}, 'E': 49, 'B': 20, 'Length': 160, 'Loss': 2.295240592956543, 'top1': 10.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 49, 'Length': 9984, 'Loss': 2.3013664208925686, 'top1': 11.348157051282051}
{'_meta': {'type': 'train'}, 'E': 50, 'B': 0, 'Length': 160, 'Loss': 2.299352931976318, 'top1': 11.25}
{'_meta': {'type': 'train'}, 'E': 50, 'B': 10, 'Length': 160, 'Loss': 2.3011710166931154, 'top1': 10.625}
{'_meta': {'type': 'train'}, 'E': 50, 'B': 20, 'Length': 160, 'Loss': 2.2952404975891114, 'top1': 10.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 50, 'Length': 9984, 'Loss': 2.3013664942521315, 'top1': 11.348157051282051}
