{'_meta': {'type': 'graph'}, 'spectral_gap': 0.026395826962123503}
{'_meta': {'type': 'train'}, 'E': 1, 'B': 0, 'Length': 640, 'Loss': 2.306571531295776, 'top1': 9.21875}
{'_meta': {'type': 'train'}, 'E': 1, 'B': 10, 'Length': 640, 'Loss': 1.4186520278453827, 'top1': 52.1875}
{'_meta': {'type': 'train'}, 'E': 1, 'B': 20, 'Length': 640, 'Loss': 0.8624964445829392, 'top1': 71.5625}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 1, 'Length': 9984, 'Loss': 1.370899464839544, 'top1': 77.02323717948718}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 1, 'Length': 9984, 'Loss': 3.1541067698062997, 'top1': 48.36738782051282}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 1, 'Length': 9984, 'Loss': 2.9375346348835873, 'top1': 42.64823717948718}
{'_meta': {'type': 'train'}, 'E': 2, 'B': 0, 'Length': 640, 'Loss': 0.5249008610844612, 'top1': 83.75}
{'_meta': {'type': 'train'}, 'E': 2, 'B': 10, 'Length': 640, 'Loss': 0.3963823590427637, 'top1': 88.28125}
{'_meta': {'type': 'train'}, 'E': 2, 'B': 20, 'Length': 640, 'Loss': 0.3739519719034433, 'top1': 88.4375}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 2, 'Length': 9984, 'Loss': 1.0329564534700835, 'top1': 81.6005608974359}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 2, 'Length': 9984, 'Loss': 3.818392609938597, 'top1': 49.529246794871796}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 2, 'Length': 9984, 'Loss': 3.6513805389404297, 'top1': 44.401041666666664}
{'_meta': {'type': 'train'}, 'E': 3, 'B': 0, 'Length': 640, 'Loss': 0.2995319824665785, 'top1': 90.78125}
{'_meta': {'type': 'train'}, 'E': 3, 'B': 10, 'Length': 640, 'Loss': 0.23160458952188492, 'top1': 93.28125}
{'_meta': {'type': 'train'}, 'E': 3, 'B': 20, 'Length': 640, 'Loss': 0.2673899456858635, 'top1': 91.71875}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 3, 'Length': 9984, 'Loss': 0.9177426183835055, 'top1': 82.8125}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 3, 'Length': 9984, 'Loss': 4.163386406042637, 'top1': 49.66947115384615}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 3, 'Length': 9984, 'Loss': 4.030309774936774, 'top1': 44.83173076923077}
{'_meta': {'type': 'train'}, 'E': 4, 'B': 0, 'Length': 640, 'Loss': 0.2570214429870248, 'top1': 92.03125}
{'_meta': {'type': 'train'}, 'E': 4, 'B': 10, 'Length': 640, 'Loss': 0.1790406506508589, 'top1': 94.375}
{'_meta': {'type': 'train'}, 'E': 4, 'B': 20, 'Length': 640, 'Loss': 0.2221800724044442, 'top1': 93.4375}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 4, 'Length': 9984, 'Loss': 0.82079667196824, 'top1': 83.29326923076923}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 4, 'Length': 9984, 'Loss': 4.565206387104133, 'top1': 49.81971153846154}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 4, 'Length': 9984, 'Loss': 4.581751747009082, 'top1': 45.19230769230769}
{'_meta': {'type': 'train'}, 'E': 5, 'B': 0, 'Length': 640, 'Loss': 0.21576387006789446, 'top1': 93.90625}
{'_meta': {'type': 'train'}, 'E': 5, 'B': 10, 'Length': 640, 'Loss': 0.17494948669336735, 'top1': 94.6875}
{'_meta': {'type': 'train'}, 'E': 5, 'B': 20, 'Length': 640, 'Loss': 0.23000344578176737, 'top1': 92.5}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 5, 'Length': 9984, 'Loss': 0.8018817886328086, 'top1': 83.5536858974359}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 5, 'Length': 9984, 'Loss': 4.5135967792608795, 'top1': 49.96995192307692}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 5, 'Length': 9984, 'Loss': 4.35677880812914, 'top1': 45.392628205128204}
{'_meta': {'type': 'train'}, 'E': 6, 'B': 0, 'Length': 640, 'Loss': 0.20061864238232374, 'top1': 93.4375}
{'_meta': {'type': 'train'}, 'E': 6, 'B': 10, 'Length': 640, 'Loss': 0.15309178829193115, 'top1': 95.625}
{'_meta': {'type': 'train'}, 'E': 6, 'B': 20, 'Length': 640, 'Loss': 0.1837482461705804, 'top1': 94.0625}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 6, 'Length': 9984, 'Loss': 0.780099365955744, 'top1': 83.56370192307692}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 6, 'Length': 9984, 'Loss': 4.559786710983667, 'top1': 50.07011217948718}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 6, 'Length': 9984, 'Loss': 4.334027644915459, 'top1': 45.703125}
{'_meta': {'type': 'train'}, 'E': 7, 'B': 0, 'Length': 640, 'Loss': 0.1755588893778622, 'top1': 94.53125}
{'_meta': {'type': 'train'}, 'E': 7, 'B': 10, 'Length': 640, 'Loss': 0.13871434931643306, 'top1': 95.15625}
{'_meta': {'type': 'train'}, 'E': 7, 'B': 20, 'Length': 640, 'Loss': 0.17760989721864462, 'top1': 95.46875}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 7, 'Length': 9984, 'Loss': 0.7342325838712546, 'top1': 84.42508012820512}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 7, 'Length': 9984, 'Loss': 4.733503378354586, 'top1': 50.16025641025641}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 7, 'Length': 9984, 'Loss': 4.591500844710913, 'top1': 46.02363782051282}
{'_meta': {'type': 'train'}, 'E': 8, 'B': 0, 'Length': 640, 'Loss': 0.14679199852980673, 'top1': 95.78125}
{'_meta': {'type': 'train'}, 'E': 8, 'B': 10, 'Length': 640, 'Loss': 0.12175096226856112, 'top1': 95.78125}
{'_meta': {'type': 'train'}, 'E': 8, 'B': 20, 'Length': 640, 'Loss': 0.14868195224553346, 'top1': 95.625}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 8, 'Length': 9984, 'Loss': 0.726598498912958, 'top1': 84.8858173076923}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 8, 'Length': 9984, 'Loss': 4.696860530437568, 'top1': 50.25040064102564}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 8, 'Length': 9984, 'Loss': 4.49355222323002, 'top1': 46.09375}
{'_meta': {'type': 'train'}, 'E': 9, 'B': 0, 'Length': 640, 'Loss': 0.16202394841238857, 'top1': 95.3125}
{'_meta': {'type': 'train'}, 'E': 9, 'B': 10, 'Length': 640, 'Loss': 0.11585426866076887, 'top1': 96.25}
{'_meta': {'type': 'train'}, 'E': 9, 'B': 20, 'Length': 640, 'Loss': 0.14166055996902288, 'top1': 95.9375}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 9, 'Length': 9984, 'Loss': 0.7086726778592819, 'top1': 85.57692307692308}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 9, 'Length': 9984, 'Loss': 4.707681903472314, 'top1': 50.260416666666664}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 9, 'Length': 9984, 'Loss': 4.530665584099599, 'top1': 46.203926282051285}
{'_meta': {'type': 'train'}, 'E': 10, 'B': 0, 'Length': 640, 'Loss': 0.12878483468666674, 'top1': 96.40625}
{'_meta': {'type': 'train'}, 'E': 10, 'B': 10, 'Length': 640, 'Loss': 0.10179606033489108, 'top1': 97.1875}
{'_meta': {'type': 'train'}, 'E': 10, 'B': 20, 'Length': 640, 'Loss': 0.12484046192839741, 'top1': 95.625}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 10, 'Length': 9984, 'Loss': 0.6826148086633438, 'top1': 85.60697115384616}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 10, 'Length': 9984, 'Loss': 4.883100524926797, 'top1': 50.32051282051282}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 10, 'Length': 9984, 'Loss': 4.69226790085817, 'top1': 46.354166666666664}
{'_meta': {'type': 'train'}, 'E': 11, 'B': 0, 'Length': 640, 'Loss': 0.12029619487002492, 'top1': 96.875}
{'_meta': {'type': 'train'}, 'E': 11, 'B': 10, 'Length': 640, 'Loss': 0.09174310145899653, 'top1': 97.5}
{'_meta': {'type': 'train'}, 'E': 11, 'B': 20, 'Length': 640, 'Loss': 0.1330780990421772, 'top1': 96.09375}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 11, 'Length': 9984, 'Loss': 0.6798446507025988, 'top1': 85.76722756410257}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 11, 'Length': 9984, 'Loss': 4.7914463098232565, 'top1': 50.36057692307692}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 11, 'Length': 9984, 'Loss': 4.563432513139187, 'top1': 46.354166666666664}
{'_meta': {'type': 'train'}, 'E': 12, 'B': 0, 'Length': 640, 'Loss': 0.10939448135904968, 'top1': 96.71875}
{'_meta': {'type': 'train'}, 'E': 12, 'B': 10, 'Length': 640, 'Loss': 0.08661559682805091, 'top1': 97.1875}
{'_meta': {'type': 'train'}, 'E': 12, 'B': 20, 'Length': 640, 'Loss': 0.10137786287814379, 'top1': 96.71875}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 12, 'Length': 9984, 'Loss': 0.6664594060335404, 'top1': 86.31810897435898}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 12, 'Length': 9984, 'Loss': 4.79395028261038, 'top1': 50.41065705128205}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 12, 'Length': 9984, 'Loss': 4.565427373617124, 'top1': 46.5244391025641}
{'_meta': {'type': 'train'}, 'E': 13, 'B': 0, 'Length': 640, 'Loss': 0.1255773882381618, 'top1': 96.09375}
{'_meta': {'type': 'train'}, 'E': 13, 'B': 10, 'Length': 640, 'Loss': 0.0814251312520355, 'top1': 97.34375}
{'_meta': {'type': 'train'}, 'E': 13, 'B': 20, 'Length': 640, 'Loss': 0.10476237535476685, 'top1': 96.875}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 13, 'Length': 9984, 'Loss': 0.6440410159337215, 'top1': 86.55849358974359}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 13, 'Length': 9984, 'Loss': 4.931369216014177, 'top1': 50.38060897435897}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 13, 'Length': 9984, 'Loss': 4.678742323166285, 'top1': 46.564503205128204}
{'_meta': {'type': 'train'}, 'E': 14, 'B': 0, 'Length': 640, 'Loss': 0.09506127736531197, 'top1': 98.125}
{'_meta': {'type': 'train'}, 'E': 14, 'B': 10, 'Length': 640, 'Loss': 0.0751922853756696, 'top1': 97.8125}
{'_meta': {'type': 'train'}, 'E': 14, 'B': 20, 'Length': 640, 'Loss': 0.085719636362046, 'top1': 97.1875}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 14, 'Length': 9984, 'Loss': 0.649237918930176, 'top1': 86.42828525641026}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 14, 'Length': 9984, 'Loss': 4.872055114843906, 'top1': 50.44070512820513}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 14, 'Length': 9984, 'Loss': 4.627290896880321, 'top1': 46.564503205128204}
{'_meta': {'type': 'train'}, 'E': 15, 'B': 0, 'Length': 640, 'Loss': 0.0961184446234256, 'top1': 97.5}
{'_meta': {'type': 'train'}, 'E': 15, 'B': 10, 'Length': 640, 'Loss': 0.06777791026979685, 'top1': 97.96875}
{'_meta': {'type': 'train'}, 'E': 15, 'B': 20, 'Length': 640, 'Loss': 0.09090367653407157, 'top1': 97.1875}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 15, 'Length': 9984, 'Loss': 0.6382590723343384, 'top1': 86.81891025641026}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 15, 'Length': 9984, 'Loss': 4.880779141034836, 'top1': 50.490785256410255}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 15, 'Length': 9984, 'Loss': 4.649369313166692, 'top1': 46.67467948717949}
{'_meta': {'type': 'train'}, 'E': 16, 'B': 0, 'Length': 640, 'Loss': 0.08407960601616651, 'top1': 97.5}
{'_meta': {'type': 'train'}, 'E': 16, 'B': 10, 'Length': 640, 'Loss': 0.06436278186738491, 'top1': 98.28125}
{'_meta': {'type': 'train'}, 'E': 16, 'B': 20, 'Length': 640, 'Loss': 0.07844862886704504, 'top1': 97.5}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 16, 'Length': 9984, 'Loss': 0.6133981071985685, 'top1': 86.93910256410257}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 16, 'Length': 9984, 'Loss': 5.022127230962117, 'top1': 50.470753205128204}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 16, 'Length': 9984, 'Loss': 4.821521129363623, 'top1': 46.71474358974359}
{'_meta': {'type': 'train'}, 'E': 17, 'B': 0, 'Length': 640, 'Loss': 0.08512477574404329, 'top1': 97.5}
{'_meta': {'type': 'train'}, 'E': 17, 'B': 10, 'Length': 640, 'Loss': 0.05581406173296273, 'top1': 98.125}
{'_meta': {'type': 'train'}, 'E': 17, 'B': 20, 'Length': 640, 'Loss': 0.08146782582625747, 'top1': 97.03125}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 17, 'Length': 9984, 'Loss': 0.6125350040503037, 'top1': 87.27964743589743}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 17, 'Length': 9984, 'Loss': 4.937491948787983, 'top1': 50.48076923076923}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 17, 'Length': 9984, 'Loss': 4.751077927075899, 'top1': 46.794871794871796}
{'_meta': {'type': 'train'}, 'E': 18, 'B': 0, 'Length': 640, 'Loss': 0.08152319355867803, 'top1': 97.96875}
{'_meta': {'type': 'train'}, 'E': 18, 'B': 10, 'Length': 640, 'Loss': 0.05517862013075501, 'top1': 98.4375}
{'_meta': {'type': 'train'}, 'E': 18, 'B': 20, 'Length': 640, 'Loss': 0.06386012914590537, 'top1': 98.4375}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 18, 'Length': 9984, 'Loss': 0.6115905161087329, 'top1': 86.95913461538461}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 18, 'Length': 9984, 'Loss': 4.946373829474816, 'top1': 50.51081730769231}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 18, 'Length': 9984, 'Loss': 4.80535259613624, 'top1': 46.81490384615385}
{'_meta': {'type': 'train'}, 'E': 19, 'B': 0, 'Length': 640, 'Loss': 0.07154611269943416, 'top1': 98.28125}
{'_meta': {'type': 'train'}, 'E': 19, 'B': 10, 'Length': 640, 'Loss': 0.0465512947877869, 'top1': 98.4375}
{'_meta': {'type': 'train'}, 'E': 19, 'B': 20, 'Length': 640, 'Loss': 0.05980498376302421, 'top1': 98.28125}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 19, 'Length': 9984, 'Loss': 0.5894538775468484, 'top1': 87.4198717948718}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 19, 'Length': 9984, 'Loss': 5.088242347423847, 'top1': 50.500801282051285}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 19, 'Length': 9984, 'Loss': 4.92133100827535, 'top1': 46.9150641025641}
{'_meta': {'type': 'train'}, 'E': 20, 'B': 0, 'Length': 640, 'Loss': 0.07082376864273102, 'top1': 98.4375}
{'_meta': {'type': 'train'}, 'E': 20, 'B': 10, 'Length': 640, 'Loss': 0.056367356609553096, 'top1': 98.4375}
{'_meta': {'type': 'train'}, 'E': 20, 'B': 20, 'Length': 640, 'Loss': 0.059854231448844074, 'top1': 97.65625}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 20, 'Length': 9984, 'Loss': 0.5867115820829685, 'top1': 87.84054487179488}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 20, 'Length': 9984, 'Loss': 5.064320607063098, 'top1': 50.53084935897436}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 20, 'Length': 9984, 'Loss': 4.870404115090003, 'top1': 46.9150641025641}
{'_meta': {'type': 'train'}, 'E': 21, 'B': 0, 'Length': 640, 'Loss': 0.0735440673539415, 'top1': 98.125}
{'_meta': {'type': 'train'}, 'E': 21, 'B': 10, 'Length': 640, 'Loss': 0.049547845707274975, 'top1': 98.125}
{'_meta': {'type': 'train'}, 'E': 21, 'B': 20, 'Length': 640, 'Loss': 0.057454880140721795, 'top1': 97.96875}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 21, 'Length': 9984, 'Loss': 0.5879381726949643, 'top1': 87.00921474358974}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 21, 'Length': 9984, 'Loss': 5.001253555982541, 'top1': 50.57091346153846}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 21, 'Length': 9984, 'Loss': 4.944984069237342, 'top1': 46.90504807692308}
{'_meta': {'type': 'train'}, 'E': 22, 'B': 0, 'Length': 640, 'Loss': 0.06659257912542671, 'top1': 98.28125}
{'_meta': {'type': 'train'}, 'E': 22, 'B': 10, 'Length': 640, 'Loss': 0.04136057610157877, 'top1': 98.75}
{'_meta': {'type': 'train'}, 'E': 22, 'B': 20, 'Length': 640, 'Loss': 0.04399737901985645, 'top1': 98.75}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 22, 'Length': 9984, 'Loss': 0.5666420112053553, 'top1': 87.68028846153847}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 22, 'Length': 9984, 'Loss': 5.13031354928628, 'top1': 50.57091346153846}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 22, 'Length': 9984, 'Loss': 5.052743300413474, 'top1': 47.005208333333336}
{'_meta': {'type': 'train'}, 'E': 23, 'B': 0, 'Length': 640, 'Loss': 0.05848152374383062, 'top1': 98.4375}
{'_meta': {'type': 'train'}, 'E': 23, 'B': 10, 'Length': 640, 'Loss': 0.043775256315711886, 'top1': 98.90625}
{'_meta': {'type': 'train'}, 'E': 23, 'B': 20, 'Length': 640, 'Loss': 0.05196419102139771, 'top1': 97.96875}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 23, 'Length': 9984, 'Loss': 0.5657366002217318, 'top1': 87.83052884615384}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 23, 'Length': 9984, 'Loss': 5.1206042766571045, 'top1': 50.60096153846154}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 23, 'Length': 9984, 'Loss': 5.05288823445638, 'top1': 47.005208333333336}
{'_meta': {'type': 'train'}, 'E': 24, 'B': 0, 'Length': 640, 'Loss': 0.054896397958509625, 'top1': 98.90625}
{'_meta': {'type': 'train'}, 'E': 24, 'B': 10, 'Length': 640, 'Loss': 0.03466217177920043, 'top1': 98.75}
{'_meta': {'type': 'train'}, 'E': 24, 'B': 20, 'Length': 640, 'Loss': 0.05345854407642037, 'top1': 98.4375}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 24, 'Length': 9984, 'Loss': 0.5703274175906793, 'top1': 87.0693108974359}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 24, 'Length': 9984, 'Loss': 5.105756160540459, 'top1': 50.58092948717949}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 24, 'Length': 9984, 'Loss': 5.068000964629344, 'top1': 47.02524038461539}
{'_meta': {'type': 'train'}, 'E': 25, 'B': 0, 'Length': 640, 'Loss': 0.0615536147961393, 'top1': 98.90625}
{'_meta': {'type': 'train'}, 'E': 25, 'B': 10, 'Length': 640, 'Loss': 0.03179872104665264, 'top1': 99.21875}
{'_meta': {'type': 'train'}, 'E': 25, 'B': 20, 'Length': 640, 'Loss': 0.03716919096186757, 'top1': 98.75}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 25, 'Length': 9984, 'Loss': 0.5517638702041063, 'top1': 87.61017628205128}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 25, 'Length': 9984, 'Loss': 5.250448936071152, 'top1': 50.57091346153846}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 25, 'Length': 9984, 'Loss': 5.201298206280439, 'top1': 47.03525641025641}
{'_meta': {'type': 'train'}, 'E': 26, 'B': 0, 'Length': 640, 'Loss': 0.04228084724163637, 'top1': 99.21875}
{'_meta': {'type': 'train'}, 'E': 26, 'B': 10, 'Length': 640, 'Loss': 0.04509001758415252, 'top1': 98.59375}
{'_meta': {'type': 'train'}, 'E': 26, 'B': 20, 'Length': 640, 'Loss': 0.036456845025531946, 'top1': 99.0625}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 26, 'Length': 9984, 'Loss': 0.5524789507572467, 'top1': 87.68028846153847}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 26, 'Length': 9984, 'Loss': 5.250384318522918, 'top1': 50.63100961538461}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 26, 'Length': 9984, 'Loss': 5.159302515861316, 'top1': 47.06530448717949}
{'_meta': {'type': 'train'}, 'E': 27, 'B': 0, 'Length': 640, 'Loss': 0.045880869356915356, 'top1': 98.90625}
{'_meta': {'type': 'train'}, 'E': 27, 'B': 10, 'Length': 640, 'Loss': 0.03166203199652955, 'top1': 98.90625}
{'_meta': {'type': 'train'}, 'E': 27, 'B': 20, 'Length': 640, 'Loss': 0.07554705471266061, 'top1': 97.96875}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 27, 'Length': 9984, 'Loss': 0.557309977328166, 'top1': 87.13942307692308}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 27, 'Length': 9984, 'Loss': 5.2122488633180275, 'top1': 50.63100961538461}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 27, 'Length': 9984, 'Loss': 5.125354088269747, 'top1': 47.135416666666664}
{'_meta': {'type': 'train'}, 'E': 28, 'B': 0, 'Length': 640, 'Loss': 0.040714542870409785, 'top1': 99.21875}
{'_meta': {'type': 'train'}, 'E': 28, 'B': 10, 'Length': 640, 'Loss': 0.023957370419520885, 'top1': 99.53125}
{'_meta': {'type': 'train'}, 'E': 28, 'B': 20, 'Length': 640, 'Loss': 0.02929666922427714, 'top1': 98.75}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 28, 'Length': 9984, 'Loss': 0.5358759275613687, 'top1': 87.7704326923077}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 28, 'Length': 9984, 'Loss': 5.300067326961419, 'top1': 50.64102564102564}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 28, 'Length': 9984, 'Loss': 5.289616804856521, 'top1': 47.09535256410256}
{'_meta': {'type': 'train'}, 'E': 29, 'B': 0, 'Length': 640, 'Loss': 0.03940858725691214, 'top1': 99.21875}
{'_meta': {'type': 'train'}, 'E': 29, 'B': 10, 'Length': 640, 'Loss': 0.0396040772437118, 'top1': 98.125}
{'_meta': {'type': 'train'}, 'E': 29, 'B': 20, 'Length': 640, 'Loss': 0.052983016468351705, 'top1': 97.8125}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 29, 'Length': 9984, 'Loss': 0.5404261302871581, 'top1': 87.79046474358974}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 29, 'Length': 9984, 'Loss': 5.301707744598389, 'top1': 50.62099358974359}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 29, 'Length': 9984, 'Loss': 5.268225498688527, 'top1': 47.11538461538461}
{'_meta': {'type': 'train'}, 'E': 30, 'B': 0, 'Length': 640, 'Loss': 0.05100201591849327, 'top1': 98.4375}
{'_meta': {'type': 'train'}, 'E': 30, 'B': 10, 'Length': 640, 'Loss': 0.02157880604499951, 'top1': 99.53125}
{'_meta': {'type': 'train'}, 'E': 30, 'B': 20, 'Length': 640, 'Loss': 0.03399155223742127, 'top1': 99.0625}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 30, 'Length': 9984, 'Loss': 0.5445061261073137, 'top1': 87.46995192307692}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 30, 'Length': 9984, 'Loss': 5.296055567570222, 'top1': 50.66105769230769}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 30, 'Length': 9984, 'Loss': 5.2685559284992705, 'top1': 47.20552884615385}
