{'_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': 2.302636432647705, 'top1': 10.0}
{'_meta': {'type': 'train'}, 'E': 1, 'B': 20, 'Length': 160, 'Loss': 2.3028890609741213, 'top1': 11.875}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 1, 'Length': 9984, 'Loss': 2.3021484980216393, 'top1': 11.348157051282051}
{'_meta': {'type': 'train'}, 'E': 2, 'B': 0, 'Length': 160, 'Loss': 2.2998719692230223, 'top1': 14.375}
{'_meta': {'type': 'train'}, 'E': 2, 'B': 10, 'Length': 160, 'Loss': 2.300996255874634, 'top1': 12.5}
{'_meta': {'type': 'train'}, 'E': 2, 'B': 20, 'Length': 160, 'Loss': 2.303075933456421, 'top1': 13.125}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 2, 'Length': 9984, 'Loss': 2.3018608826857347, 'top1': 11.348157051282051}
{'_meta': {'type': 'train'}, 'E': 3, 'B': 0, 'Length': 160, 'Loss': 2.2986422538757325, 'top1': 12.5}
{'_meta': {'type': 'train'}, 'E': 3, 'B': 10, 'Length': 160, 'Loss': 2.3010437965393065, 'top1': 10.0}
{'_meta': {'type': 'train'}, 'E': 3, 'B': 20, 'Length': 160, 'Loss': 2.304460954666138, 'top1': 10.625}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 3, 'Length': 9984, 'Loss': 2.3016682221339297, 'top1': 11.348157051282051}
{'_meta': {'type': 'train'}, 'E': 4, 'B': 0, 'Length': 160, 'Loss': 2.2985578060150145, 'top1': 11.25}
{'_meta': {'type': 'train'}, 'E': 4, 'B': 10, 'Length': 160, 'Loss': 2.302267646789551, 'top1': 10.0}
{'_meta': {'type': 'train'}, 'E': 4, 'B': 20, 'Length': 160, 'Loss': 2.3074227809906005, 'top1': 10.625}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 4, 'Length': 9984, 'Loss': 2.301513589345492, 'top1': 11.348157051282051}
{'_meta': {'type': 'train'}, 'E': 5, 'B': 0, 'Length': 160, 'Loss': 2.299022674560547, 'top1': 11.25}
{'_meta': {'type': 'train'}, 'E': 5, 'B': 10, 'Length': 160, 'Loss': 2.303719902038574, 'top1': 10.0}
{'_meta': {'type': 'train'}, 'E': 5, 'B': 20, 'Length': 160, 'Loss': 2.311119222640991, 'top1': 10.625}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 5, 'Length': 9984, 'Loss': 2.3014382857542772, 'top1': 11.348157051282051}
{'_meta': {'type': 'train'}, 'E': 6, 'B': 0, 'Length': 160, 'Loss': 2.299468231201172, 'top1': 11.25}
{'_meta': {'type': 'train'}, 'E': 6, 'B': 10, 'Length': 160, 'Loss': 2.3057764530181886, 'top1': 10.0}
{'_meta': {'type': 'train'}, 'E': 6, 'B': 20, 'Length': 160, 'Loss': 2.314503479003906, 'top1': 10.625}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 6, 'Length': 9984, 'Loss': 2.301414560049008, 'top1': 11.348157051282051}
{'_meta': {'type': 'train'}, 'E': 7, 'B': 0, 'Length': 160, 'Loss': 2.2990915775299072, 'top1': 11.25}
{'_meta': {'type': 'train'}, 'E': 7, 'B': 10, 'Length': 160, 'Loss': 2.3077091217041015, 'top1': 10.0}
{'_meta': {'type': 'train'}, 'E': 7, 'B': 20, 'Length': 160, 'Loss': 2.316436195373535, 'top1': 10.625}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 7, 'Length': 9984, 'Loss': 2.3014156359892626, 'top1': 11.348157051282051}
{'_meta': {'type': 'train'}, 'E': 8, 'B': 0, 'Length': 160, 'Loss': 2.2958495140075685, 'top1': 11.875}
{'_meta': {'type': 'train'}, 'E': 8, 'B': 10, 'Length': 160, 'Loss': 2.308166265487671, 'top1': 10.625}
{'_meta': {'type': 'train'}, 'E': 8, 'B': 20, 'Length': 160, 'Loss': 2.3134913444519043, 'top1': 10.625}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 8, 'Length': 9984, 'Loss': 2.3014181027045617, 'top1': 11.348157051282051}
{'_meta': {'type': 'train'}, 'E': 9, 'B': 0, 'Length': 160, 'Loss': 2.2836678981781007, 'top1': 15.0}
{'_meta': {'type': 'train'}, 'E': 9, 'B': 10, 'Length': 160, 'Loss': 2.304123544692993, 'top1': 14.375}
{'_meta': {'type': 'train'}, 'E': 9, 'B': 20, 'Length': 160, 'Loss': 2.2928884029388428, 'top1': 10.625}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 9, 'Length': 9984, 'Loss': 2.301344911257426, 'top1': 11.348157051282051}
{'_meta': {'type': 'train'}, 'E': 10, 'B': 0, 'Length': 160, 'Loss': 2.2519471645355225, 'top1': 15.625}
{'_meta': {'type': 'train'}, 'E': 10, 'B': 10, 'Length': 160, 'Loss': 2.294274616241455, 'top1': 10.625}
{'_meta': {'type': 'train'}, 'E': 10, 'B': 20, 'Length': 160, 'Loss': 2.251318168640137, 'top1': 19.375}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 10, 'Length': 9984, 'Loss': 2.30094644962213, 'top1': 11.348157051282051}
{'_meta': {'type': 'train'}, 'E': 11, 'B': 0, 'Length': 160, 'Loss': 2.2043951034545897, 'top1': 20.0}
{'_meta': {'type': 'train'}, 'E': 11, 'B': 10, 'Length': 160, 'Loss': 2.242862415313721, 'top1': 15.0}
{'_meta': {'type': 'train'}, 'E': 11, 'B': 20, 'Length': 160, 'Loss': 2.1239182472229006, 'top1': 21.875}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 11, 'Length': 9984, 'Loss': 2.296064792535244, 'top1': 11.348157051282051}
{'_meta': {'type': 'train'}, 'E': 12, 'B': 0, 'Length': 160, 'Loss': 2.011405611038208, 'top1': 29.375}
{'_meta': {'type': 'train'}, 'E': 12, 'B': 10, 'Length': 160, 'Loss': 1.9403170585632323, 'top1': 31.875}
{'_meta': {'type': 'train'}, 'E': 12, 'B': 20, 'Length': 160, 'Loss': 1.5261782646179198, 'top1': 49.375}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 12, 'Length': 9984, 'Loss': 2.2719511955212326, 'top1': 12.349759615384615}
{'_meta': {'type': 'train'}, 'E': 13, 'B': 0, 'Length': 160, 'Loss': 1.3959774732589723, 'top1': 50.0}
{'_meta': {'type': 'train'}, 'E': 13, 'B': 10, 'Length': 160, 'Loss': 1.3559983372688293, 'top1': 51.875}
{'_meta': {'type': 'train'}, 'E': 13, 'B': 20, 'Length': 160, 'Loss': 0.88122518658638, 'top1': 72.5}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 13, 'Length': 9984, 'Loss': 2.254952846429287, 'top1': 16.51642628205128}
{'_meta': {'type': 'train'}, 'E': 14, 'B': 0, 'Length': 160, 'Loss': 0.9979720830917358, 'top1': 66.875}
{'_meta': {'type': 'train'}, 'E': 14, 'B': 10, 'Length': 160, 'Loss': 0.9808473646640777, 'top1': 65.625}
{'_meta': {'type': 'train'}, 'E': 14, 'B': 20, 'Length': 160, 'Loss': 0.6149001687765121, 'top1': 81.25}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 14, 'Length': 9984, 'Loss': 2.254170271066519, 'top1': 17.317708333333332}
{'_meta': {'type': 'train'}, 'E': 15, 'B': 0, 'Length': 160, 'Loss': 0.7421174883842468, 'top1': 77.5}
{'_meta': {'type': 'train'}, 'E': 15, 'B': 10, 'Length': 160, 'Loss': 0.6800079822540284, 'top1': 75.625}
{'_meta': {'type': 'train'}, 'E': 15, 'B': 20, 'Length': 160, 'Loss': 0.4835164099931717, 'top1': 83.125}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 15, 'Length': 9984, 'Loss': 2.264062355726193, 'top1': 14.663461538461538}
{'_meta': {'type': 'train'}, 'E': 16, 'B': 0, 'Length': 160, 'Loss': 0.48108878135681155, 'top1': 86.25}
{'_meta': {'type': 'train'}, 'E': 16, 'B': 10, 'Length': 160, 'Loss': 0.4640054702758789, 'top1': 84.375}
{'_meta': {'type': 'train'}, 'E': 16, 'B': 20, 'Length': 160, 'Loss': 0.38915477842092516, 'top1': 86.875}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 16, 'Length': 9984, 'Loss': 2.2649663472786927, 'top1': 15.054086538461538}
{'_meta': {'type': 'train'}, 'E': 17, 'B': 0, 'Length': 160, 'Loss': 0.33714214265346526, 'top1': 89.375}
{'_meta': {'type': 'train'}, 'E': 17, 'B': 10, 'Length': 160, 'Loss': 0.3694297522306442, 'top1': 89.375}
{'_meta': {'type': 'train'}, 'E': 17, 'B': 20, 'Length': 160, 'Loss': 0.30439438074827196, 'top1': 88.75}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 17, 'Length': 9984, 'Loss': 2.2638320953418045, 'top1': 16.12580128205128}
{'_meta': {'type': 'train'}, 'E': 18, 'B': 0, 'Length': 160, 'Loss': 0.3793946534395218, 'top1': 90.0}
{'_meta': {'type': 'train'}, 'E': 18, 'B': 10, 'Length': 160, 'Loss': 0.3343756705522537, 'top1': 90.0}
{'_meta': {'type': 'train'}, 'E': 18, 'B': 20, 'Length': 160, 'Loss': 0.2573528438806534, 'top1': 89.375}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 18, 'Length': 9984, 'Loss': 2.2685369711655836, 'top1': 12.510016025641026}
{'_meta': {'type': 'train'}, 'E': 19, 'B': 0, 'Length': 160, 'Loss': 0.1758631646633148, 'top1': 92.5}
{'_meta': {'type': 'train'}, 'E': 19, 'B': 10, 'Length': 160, 'Loss': 0.3049709916114807, 'top1': 90.625}
{'_meta': {'type': 'train'}, 'E': 19, 'B': 20, 'Length': 160, 'Loss': 0.2621893331408501, 'top1': 91.875}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 19, 'Length': 9984, 'Loss': 2.268729139596988, 'top1': 12.419871794871796}
{'_meta': {'type': 'train'}, 'E': 20, 'B': 0, 'Length': 160, 'Loss': 0.2550746060907841, 'top1': 94.375}
{'_meta': {'type': 'train'}, 'E': 20, 'B': 10, 'Length': 160, 'Loss': 0.24498870223760605, 'top1': 92.5}
{'_meta': {'type': 'train'}, 'E': 20, 'B': 20, 'Length': 160, 'Loss': 0.1561377052217722, 'top1': 92.5}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 20, 'Length': 9984, 'Loss': 2.268619714639126, 'top1': 12.73036858974359}
{'_meta': {'type': 'train'}, 'E': 21, 'B': 0, 'Length': 160, 'Loss': 0.17305200248956681, 'top1': 94.375}
{'_meta': {'type': 'train'}, 'E': 21, 'B': 10, 'Length': 160, 'Loss': 0.22215620875358583, 'top1': 93.125}
{'_meta': {'type': 'train'}, 'E': 21, 'B': 20, 'Length': 160, 'Loss': 0.07523989416658879, 'top1': 98.125}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 21, 'Length': 9984, 'Loss': 2.271531160061176, 'top1': 11.538461538461538}
{'_meta': {'type': 'train'}, 'E': 22, 'B': 0, 'Length': 160, 'Loss': 0.22537643909454347, 'top1': 94.375}
{'_meta': {'type': 'train'}, 'E': 22, 'B': 10, 'Length': 160, 'Loss': 0.12280255109071732, 'top1': 96.25}
{'_meta': {'type': 'train'}, 'E': 22, 'B': 20, 'Length': 160, 'Loss': 0.10473769903182983, 'top1': 95.625}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 22, 'Length': 9984, 'Loss': 2.267763214233594, 'top1': 11.588541666666666}
{'_meta': {'type': 'train'}, 'E': 23, 'B': 0, 'Length': 160, 'Loss': 0.2539278820157051, 'top1': 91.875}
{'_meta': {'type': 'train'}, 'E': 23, 'B': 10, 'Length': 160, 'Loss': 0.1741378115490079, 'top1': 96.875}
{'_meta': {'type': 'train'}, 'E': 23, 'B': 20, 'Length': 160, 'Loss': 0.09387703910470009, 'top1': 96.25}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 23, 'Length': 9984, 'Loss': 2.2681868198590402, 'top1': 11.368189102564102}
{'_meta': {'type': 'train'}, 'E': 24, 'B': 0, 'Length': 160, 'Loss': 0.06615169043652713, 'top1': 96.875}
{'_meta': {'type': 'train'}, 'E': 24, 'B': 10, 'Length': 160, 'Loss': 0.17767103553051128, 'top1': 95.625}
{'_meta': {'type': 'train'}, 'E': 24, 'B': 20, 'Length': 160, 'Loss': 0.1301284737419337, 'top1': 95.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 24, 'Length': 9984, 'Loss': 2.2683981229097414, 'top1': 11.398237179487179}
{'_meta': {'type': 'train'}, 'E': 25, 'B': 0, 'Length': 160, 'Loss': 0.08767451047897339, 'top1': 97.5}
{'_meta': {'type': 'train'}, 'E': 25, 'B': 10, 'Length': 160, 'Loss': 0.12367508382303641, 'top1': 95.0}
{'_meta': {'type': 'train'}, 'E': 25, 'B': 20, 'Length': 160, 'Loss': 0.07106070190202445, 'top1': 98.125}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 25, 'Length': 9984, 'Loss': 2.263013888628055, 'top1': 11.348157051282051}
{'_meta': {'type': 'train'}, 'E': 26, 'B': 0, 'Length': 160, 'Loss': 0.0826959194149822, 'top1': 98.75}
{'_meta': {'type': 'train'}, 'E': 26, 'B': 10, 'Length': 160, 'Loss': 0.171429206058383, 'top1': 96.875}
{'_meta': {'type': 'train'}, 'E': 26, 'B': 20, 'Length': 160, 'Loss': 0.1460751708596945, 'top1': 98.125}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 26, 'Length': 9984, 'Loss': 2.263216584156721, 'top1': 11.358173076923077}
{'_meta': {'type': 'train'}, 'E': 27, 'B': 0, 'Length': 160, 'Loss': 0.14356644675135613, 'top1': 96.25}
{'_meta': {'type': 'train'}, 'E': 27, 'B': 10, 'Length': 160, 'Loss': 0.04396519139409065, 'top1': 98.75}
{'_meta': {'type': 'train'}, 'E': 27, 'B': 20, 'Length': 160, 'Loss': 0.014235024561639876, 'top1': 99.375}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 27, 'Length': 9984, 'Loss': 2.260813954548958, 'top1': 11.368189102564102}
{'_meta': {'type': 'train'}, 'E': 28, 'B': 0, 'Length': 160, 'Loss': 0.21484179155668243, 'top1': 96.25}
{'_meta': {'type': 'train'}, 'E': 28, 'B': 10, 'Length': 160, 'Loss': 0.03427800904028118, 'top1': 98.75}
{'_meta': {'type': 'train'}, 'E': 28, 'B': 20, 'Length': 160, 'Loss': 0.09971438016509637, 'top1': 96.875}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 28, 'Length': 9984, 'Loss': 2.262362898924412, 'top1': 11.348157051282051}
{'_meta': {'type': 'train'}, 'E': 29, 'B': 0, 'Length': 160, 'Loss': 0.12794818384572865, 'top1': 97.5}
{'_meta': {'type': 'train'}, 'E': 29, 'B': 10, 'Length': 160, 'Loss': 0.09773347452282906, 'top1': 95.0}
{'_meta': {'type': 'train'}, 'E': 29, 'B': 20, 'Length': 160, 'Loss': 0.11921863675015629, 'top1': 98.125}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 29, 'Length': 9984, 'Loss': 2.258828343489231, 'top1': 11.348157051282051}
{'_meta': {'type': 'train'}, 'E': 30, 'B': 0, 'Length': 160, 'Loss': 0.1491601387038827, 'top1': 96.25}
{'_meta': {'type': 'train'}, 'E': 30, 'B': 10, 'Length': 160, 'Loss': 0.13867572997696698, 'top1': 96.875}
{'_meta': {'type': 'train'}, 'E': 30, 'B': 20, 'Length': 160, 'Loss': 0.05746073569625878, 'top1': 97.5}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 30, 'Length': 9984, 'Loss': 2.2580008812439747, 'top1': 11.368189102564102}
{'_meta': {'type': 'train'}, 'E': 31, 'B': 0, 'Length': 160, 'Loss': 0.03758990271016956, 'top1': 98.75}
{'_meta': {'type': 'train'}, 'E': 31, 'B': 10, 'Length': 160, 'Loss': 0.1661063155159354, 'top1': 96.25}
{'_meta': {'type': 'train'}, 'E': 31, 'B': 20, 'Length': 160, 'Loss': 0.061036211018379305, 'top1': 98.75}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 31, 'Length': 9984, 'Loss': 2.259361887589479, 'top1': 11.348157051282051}
{'_meta': {'type': 'train'}, 'E': 32, 'B': 0, 'Length': 160, 'Loss': 0.12620940837077796, 'top1': 96.25}
{'_meta': {'type': 'train'}, 'E': 32, 'B': 10, 'Length': 160, 'Loss': 0.3783022367890226, 'top1': 96.25}
{'_meta': {'type': 'train'}, 'E': 32, 'B': 20, 'Length': 160, 'Loss': 0.05814649312428059, 'top1': 98.75}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 32, 'Length': 9984, 'Loss': 2.250758293347481, 'top1': 11.348157051282051}
{'_meta': {'type': 'train'}, 'E': 33, 'B': 0, 'Length': 160, 'Loss': 0.18100099491421134, 'top1': 97.5}
{'_meta': {'type': 'train'}, 'E': 33, 'B': 10, 'Length': 160, 'Loss': 0.18606934770359657, 'top1': 95.625}
{'_meta': {'type': 'train'}, 'E': 33, 'B': 20, 'Length': 160, 'Loss': 0.08878026102611329, 'top1': 99.375}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 33, 'Length': 9984, 'Loss': 2.258341838151981, 'top1': 11.588541666666666}
{'_meta': {'type': 'train'}, 'E': 34, 'B': 0, 'Length': 160, 'Loss': 0.0014419252281072659, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 34, 'B': 10, 'Length': 160, 'Loss': 0.05014390051595115, 'top1': 98.75}
{'_meta': {'type': 'train'}, 'E': 34, 'B': 20, 'Length': 160, 'Loss': 0.16578371070354478, 'top1': 97.5}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 34, 'Length': 9984, 'Loss': 2.2576368802633042, 'top1': 11.738782051282051}
{'_meta': {'type': 'train'}, 'E': 35, 'B': 0, 'Length': 160, 'Loss': 0.03456172848891583, 'top1': 98.75}
{'_meta': {'type': 'train'}, 'E': 35, 'B': 10, 'Length': 160, 'Loss': 0.3036184275619235, 'top1': 97.5}
{'_meta': {'type': 'train'}, 'E': 35, 'B': 20, 'Length': 160, 'Loss': 0.008443053488463192, 'top1': 99.375}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 35, 'Length': 9984, 'Loss': 2.261036081191821, 'top1': 11.358173076923077}
{'_meta': {'type': 'train'}, 'E': 36, 'B': 0, 'Length': 160, 'Loss': 0.1113873535472976, 'top1': 97.5}
{'_meta': {'type': 'train'}, 'E': 36, 'B': 10, 'Length': 160, 'Loss': 0.12089242388738057, 'top1': 99.375}
{'_meta': {'type': 'train'}, 'E': 36, 'B': 20, 'Length': 160, 'Loss': 0.09705901337729302, 'top1': 96.875}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 36, 'Length': 9984, 'Loss': 2.265817180657998, 'top1': 11.57852564102564}
{'_meta': {'type': 'train'}, 'E': 37, 'B': 0, 'Length': 160, 'Loss': 0.43209300357848407, 'top1': 96.875}
{'_meta': {'type': 'train'}, 'E': 37, 'B': 10, 'Length': 160, 'Loss': 0.31466211982187814, 'top1': 96.25}
{'_meta': {'type': 'train'}, 'E': 37, 'B': 20, 'Length': 160, 'Loss': 0.12787760344122018, 'top1': 98.125}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 37, 'Length': 9984, 'Loss': 2.2549118659435172, 'top1': 13.721955128205128}
{'_meta': {'type': 'train'}, 'E': 38, 'B': 0, 'Length': 160, 'Loss': 0.10768132647212666, 'top1': 98.75}
{'_meta': {'type': 'train'}, 'E': 38, 'B': 10, 'Length': 160, 'Loss': 0.04747111395663524, 'top1': 98.75}
{'_meta': {'type': 'train'}, 'E': 38, 'B': 20, 'Length': 160, 'Loss': 0.11844884529538913, 'top1': 99.375}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 38, 'Length': 9984, 'Loss': 2.2557593370095277, 'top1': 18.28926282051282}
{'_meta': {'type': 'train'}, 'E': 39, 'B': 0, 'Length': 160, 'Loss': 0.08016798924509771, 'top1': 99.375}
{'_meta': {'type': 'train'}, 'E': 39, 'B': 10, 'Length': 160, 'Loss': 0.13482540845727725, 'top1': 99.375}
{'_meta': {'type': 'train'}, 'E': 39, 'B': 20, 'Length': 160, 'Loss': 0.010364950805706031, 'top1': 98.75}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 39, 'Length': 9984, 'Loss': 2.2514568597842484, 'top1': 12.880608974358974}
{'_meta': {'type': 'train'}, 'E': 40, 'B': 0, 'Length': 160, 'Loss': 0.06365482956156683, 'top1': 98.75}
{'_meta': {'type': 'train'}, 'E': 40, 'B': 10, 'Length': 160, 'Loss': 0.17445375901215526, 'top1': 98.75}
{'_meta': {'type': 'train'}, 'E': 40, 'B': 20, 'Length': 160, 'Loss': 0.10196042824454707, 'top1': 98.75}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 40, 'Length': 9984, 'Loss': 2.2550998712197328, 'top1': 17.528044871794872}
{'_meta': {'type': 'train'}, 'E': 41, 'B': 0, 'Length': 160, 'Loss': 0.18388638194309834, 'top1': 99.375}
{'_meta': {'type': 'train'}, 'E': 41, 'B': 10, 'Length': 160, 'Loss': 0.04581321198462547, 'top1': 98.75}
{'_meta': {'type': 'train'}, 'E': 41, 'B': 20, 'Length': 160, 'Loss': 0.0020864666905254124, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 41, 'Length': 9984, 'Loss': 2.2523719867070517, 'top1': 15.635016025641026}
{'_meta': {'type': 'train'}, 'E': 42, 'B': 0, 'Length': 160, 'Loss': 0.0784882586449065, 'top1': 98.75}
{'_meta': {'type': 'train'}, 'E': 42, 'B': 10, 'Length': 160, 'Loss': 0.26453793083783206, 'top1': 99.375}
{'_meta': {'type': 'train'}, 'E': 42, 'B': 20, 'Length': 160, 'Loss': 0.0068673662185573916, 'top1': 99.375}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 42, 'Length': 9984, 'Loss': 2.2569549878438315, 'top1': 13.010817307692308}
{'_meta': {'type': 'train'}, 'E': 43, 'B': 0, 'Length': 160, 'Loss': 0.06160697479499486, 'top1': 99.375}
{'_meta': {'type': 'train'}, 'E': 43, 'B': 10, 'Length': 160, 'Loss': 0.03951438492476491, 'top1': 99.375}
{'_meta': {'type': 'train'}, 'E': 43, 'B': 20, 'Length': 160, 'Loss': 0.003872562400631807, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 43, 'Length': 9984, 'Loss': 2.2651111712822547, 'top1': 14.112580128205128}
{'_meta': {'type': 'train'}, 'E': 44, 'B': 0, 'Length': 160, 'Loss': 0.2104203084400126, 'top1': 98.125}
{'_meta': {'type': 'train'}, 'E': 44, 'B': 10, 'Length': 160, 'Loss': 0.019424032515962607, 'top1': 99.375}
{'_meta': {'type': 'train'}, 'E': 44, 'B': 20, 'Length': 160, 'Loss': 0.08693174018990243, 'top1': 99.375}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 44, 'Length': 9984, 'Loss': 2.2481742883339906, 'top1': 17.998798076923077}
{'_meta': {'type': 'train'}, 'E': 45, 'B': 0, 'Length': 160, 'Loss': 0.01396829932170931, 'top1': 99.375}
{'_meta': {'type': 'train'}, 'E': 45, 'B': 10, 'Length': 160, 'Loss': 0.07715501019262234, 'top1': 98.75}
{'_meta': {'type': 'train'}, 'E': 45, 'B': 20, 'Length': 160, 'Loss': 0.25386805882226327, 'top1': 97.5}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 45, 'Length': 9984, 'Loss': 2.2489611949676123, 'top1': 20.01201923076923}
{'_meta': {'type': 'train'}, 'E': 46, 'B': 0, 'Length': 160, 'Loss': 0.12202016218798217, 'top1': 99.375}
{'_meta': {'type': 'train'}, 'E': 46, 'B': 10, 'Length': 160, 'Loss': 0.003953788802027703, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 46, 'B': 20, 'Length': 160, 'Loss': 0.09451996386051106, 'top1': 99.375}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 46, 'Length': 9984, 'Loss': 2.2631777341549215, 'top1': 14.653445512820513}
{'_meta': {'type': 'train'}, 'E': 47, 'B': 0, 'Length': 160, 'Loss': 0.24889147877693177, 'top1': 98.125}
{'_meta': {'type': 'train'}, 'E': 47, 'B': 10, 'Length': 160, 'Loss': 0.004591319567406415, 'top1': 99.375}
{'_meta': {'type': 'train'}, 'E': 47, 'B': 20, 'Length': 160, 'Loss': 0.1818486808909256, 'top1': 99.375}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 47, 'Length': 9984, 'Loss': 2.2711458022777853, 'top1': 20.532852564102566}
{'_meta': {'type': 'train'}, 'E': 48, 'B': 0, 'Length': 160, 'Loss': 0.031386344518974554, 'top1': 99.375}
{'_meta': {'type': 'train'}, 'E': 48, 'B': 10, 'Length': 160, 'Loss': 0.3582022674272139, 'top1': 98.75}
{'_meta': {'type': 'train'}, 'E': 48, 'B': 20, 'Length': 160, 'Loss': 0.000312374671921134, 'top1': 100.0}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 48, 'Length': 9984, 'Loss': 2.264886486224639, 'top1': 19.25080128205128}
{'_meta': {'type': 'train'}, 'E': 49, 'B': 0, 'Length': 160, 'Loss': 9.656765794785471e-06, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 49, 'B': 10, 'Length': 160, 'Loss': 0.000839612912272969, 'top1': 100.0}
{'_meta': {'type': 'train'}, 'E': 49, 'B': 20, 'Length': 160, 'Loss': 0.018540027737617492, 'top1': 99.375}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 49, 'Length': 9984, 'Loss': 2.279184943590409, 'top1': 19.491185897435898}
{'_meta': {'type': 'train'}, 'E': 50, 'B': 0, 'Length': 160, 'Loss': 0.05485361441969836, 'top1': 99.375}
{'_meta': {'type': 'train'}, 'E': 50, 'B': 10, 'Length': 160, 'Loss': 0.1215309439056, 'top1': 99.375}
{'_meta': {'type': 'train'}, 'E': 50, 'B': 20, 'Length': 160, 'Loss': 0.11739553390070796, 'top1': 99.375}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 50, 'Length': 9984, 'Loss': 2.2405117627901907, 'top1': 19.391025641025642}
