{'_meta': {'type': 'graph'}, 'spectral_gap': 0.028595479208968322}
{'_meta': {'type': 'train'}, 'E': 1, 'B': 0, 'Length': 352, 'Loss': 2.31421405618841, 'top1': 7.670454545454546}
{'_meta': {'type': 'global_consensus_distance'}, 'E': 1, 'B': 0, 'gcd': 6.969652076804778e-06}
{'_meta': {'type': 'clique_consensus_distance'}, 'E': 1, 'B': 0, 'clique1': 3.687027856358327e-07, 'clique2': 2.0573344954755157e-05}
{'_meta': {'type': 'train'}, 'E': 1, 'B': 10, 'Length': 352, 'Loss': 2.1302060322328047, 'top1': 31.818181818181817}
{'_meta': {'type': 'global_consensus_distance'}, 'E': 1, 'B': 10, 'gcd': 0.009004130959510803}
{'_meta': {'type': 'clique_consensus_distance'}, 'E': 1, 'B': 10, 'clique1': 2.2273163267527707e-05, 'clique2': 0.03622986748814583}
{'_meta': {'type': 'train'}, 'E': 1, 'B': 20, 'Length': 352, 'Loss': 1.8399087515744297, 'top1': 40.625}
{'_meta': {'type': 'global_consensus_distance'}, 'E': 1, 'B': 20, 'gcd': 0.05174916982650757}
{'_meta': {'type': 'clique_consensus_distance'}, 'E': 1, 'B': 20, 'clique1': 5.686396616511047e-05, 'clique2': 0.20927046239376068}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 1, 'Length': 9984, 'Loss': 2.2232444958809094, 'top1': 31.560496794871796}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 1, 'Length': 9984, 'Loss': 2.7028153309455285, 'top1': 24.76963141025641}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 1, 'Length': 9984, 'Loss': 2.4195802272894444, 'top1': 21.634615384615383}
{'_meta': {'type': 'train'}, 'E': 2, 'B': 0, 'Length': 352, 'Loss': 1.62115140394731, 'top1': 46.30681818181818}
{'_meta': {'type': 'global_consensus_distance'}, 'E': 2, 'B': 0, 'gcd': 0.13544318079948425}
{'_meta': {'type': 'clique_consensus_distance'}, 'E': 2, 'B': 0, 'clique1': 0.00012323570263106376, 'clique2': 0.5476085543632507}
{'_meta': {'type': 'train'}, 'E': 2, 'B': 10, 'Length': 352, 'Loss': 1.5837566310709172, 'top1': 44.88636363636363}
{'_meta': {'type': 'global_consensus_distance'}, 'E': 2, 'B': 10, 'gcd': 0.2687853276729584}
{'_meta': {'type': 'clique_consensus_distance'}, 'E': 2, 'B': 10, 'clique1': 0.000203010204131715, 'clique2': 1.0902918577194214}
{'_meta': {'type': 'train'}, 'E': 2, 'B': 20, 'Length': 352, 'Loss': 1.5670374848625876, 'top1': 54.82954545454545}
{'_meta': {'type': 'global_consensus_distance'}, 'E': 2, 'B': 20, 'gcd': 0.48815256357192993}
{'_meta': {'type': 'clique_consensus_distance'}, 'E': 2, 'B': 20, 'clique1': 0.00023062359832692891, 'clique2': 1.9882888793945312}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 2, 'Length': 9984, 'Loss': 1.9813694250889313, 'top1': 47.265625}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 2, 'Length': 9984, 'Loss': 2.0569778145887914, 'top1': 34.475160256410255}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 2, 'Length': 9984, 'Loss': 2.164927540681301, 'top1': 23.637820512820515}
{'_meta': {'type': 'train'}, 'E': 3, 'B': 0, 'Length': 352, 'Loss': 1.3939934318715876, 'top1': 60.51136363636363}
{'_meta': {'type': 'global_consensus_distance'}, 'E': 3, 'B': 0, 'gcd': 0.831129789352417}
{'_meta': {'type': 'clique_consensus_distance'}, 'E': 3, 'B': 0, 'clique1': 0.00025049116811715066, 'clique2': 3.3893673419952393}
{'_meta': {'type': 'train'}, 'E': 3, 'B': 10, 'Length': 352, 'Loss': 1.2001496228304775, 'top1': 64.48863636363636}
{'_meta': {'type': 'global_consensus_distance'}, 'E': 3, 'B': 10, 'gcd': 1.302390694618225}
{'_meta': {'type': 'clique_consensus_distance'}, 'E': 3, 'B': 10, 'clique1': 0.00022005150094628334, 'clique2': 5.308620452880859}
{'_meta': {'type': 'train'}, 'E': 3, 'B': 20, 'Length': 352, 'Loss': 1.0494984117421238, 'top1': 71.5909090909091}
{'_meta': {'type': 'global_consensus_distance'}, 'E': 3, 'B': 20, 'gcd': 1.8776568174362183}
{'_meta': {'type': 'clique_consensus_distance'}, 'E': 3, 'B': 20, 'clique1': 0.00019105947285424918, 'clique2': 7.643030643463135}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 3, 'Length': 9984, 'Loss': 1.769508646084712, 'top1': 50.46073717948718}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 3, 'Length': 9984, 'Loss': 2.050381151529459, 'top1': 33.303285256410255}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 3, 'Length': 9984, 'Loss': 2.1624992321699095, 'top1': 28.455528846153847}
{'_meta': {'type': 'train'}, 'E': 4, 'B': 0, 'Length': 352, 'Loss': 0.9731961001049388, 'top1': 72.72727272727273}
{'_meta': {'type': 'global_consensus_distance'}, 'E': 4, 'B': 0, 'gcd': 2.526521682739258}
{'_meta': {'type': 'clique_consensus_distance'}, 'E': 4, 'B': 0, 'clique1': 0.0001951854646904394, 'clique2': 10.274419784545898}
{'_meta': {'type': 'train'}, 'E': 4, 'B': 10, 'Length': 352, 'Loss': 0.9780719469894062, 'top1': 73.29545454545455}
{'_meta': {'type': 'global_consensus_distance'}, 'E': 4, 'B': 10, 'gcd': 3.260195016860962}
{'_meta': {'type': 'clique_consensus_distance'}, 'E': 4, 'B': 10, 'clique1': 0.00019218648958485574, 'clique2': 13.25028133392334}
{'_meta': {'type': 'train'}, 'E': 4, 'B': 20, 'Length': 352, 'Loss': 0.8545470657673749, 'top1': 77.8409090909091}
{'_meta': {'type': 'global_consensus_distance'}, 'E': 4, 'B': 20, 'gcd': 4.063520908355713}
{'_meta': {'type': 'clique_consensus_distance'}, 'E': 4, 'B': 20, 'clique1': 0.000171648760442622, 'clique2': 16.493894577026367}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 4, 'Length': 9984, 'Loss': 1.6637268433204064, 'top1': 54.77764423076923}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 4, 'Length': 9984, 'Loss': 2.0173311095971327, 'top1': 37.760416666666664}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 4, 'Length': 9984, 'Loss': 2.133156250684689, 'top1': 32.93269230769231}
{'_meta': {'type': 'train'}, 'E': 5, 'B': 0, 'Length': 352, 'Loss': 0.7498838020996614, 'top1': 81.5340909090909}
{'_meta': {'type': 'global_consensus_distance'}, 'E': 5, 'B': 0, 'gcd': 4.8615336418151855}
{'_meta': {'type': 'clique_consensus_distance'}, 'E': 5, 'B': 0, 'clique1': 0.0001772841642377898, 'clique2': 19.71832847595215}
{'_meta': {'type': 'train'}, 'E': 5, 'B': 10, 'Length': 352, 'Loss': 0.7166020680557598, 'top1': 81.81818181818181}
{'_meta': {'type': 'global_consensus_distance'}, 'E': 5, 'B': 10, 'gcd': 5.709906101226807}
{'_meta': {'type': 'clique_consensus_distance'}, 'E': 5, 'B': 10, 'clique1': 0.00015310330491047353, 'clique2': 23.150466918945312}
{'_meta': {'type': 'train'}, 'E': 5, 'B': 20, 'Length': 352, 'Loss': 0.7187733975323763, 'top1': 82.38636363636364}
{'_meta': {'type': 'global_consensus_distance'}, 'E': 5, 'B': 20, 'gcd': 6.577811241149902}
{'_meta': {'type': 'clique_consensus_distance'}, 'E': 5, 'B': 20, 'clique1': 0.00011969830666203052, 'clique2': 26.646442413330078}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 5, 'Length': 9984, 'Loss': 1.627153598345243, 'top1': 43.259214743589745}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 5, 'Length': 9984, 'Loss': 1.9672712408579314, 'top1': 38.752003205128204}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 5, 'Length': 9984, 'Loss': 2.11061174594439, 'top1': 34.79567307692308}
{'_meta': {'type': 'train'}, 'E': 6, 'B': 0, 'Length': 352, 'Loss': 0.6589036421342329, 'top1': 84.6590909090909}
{'_meta': {'type': 'global_consensus_distance'}, 'E': 6, 'B': 0, 'gcd': 7.433525085449219}
{'_meta': {'type': 'clique_consensus_distance'}, 'E': 6, 'B': 0, 'clique1': 0.00016554477042518556, 'clique2': 30.107873916625977}
{'_meta': {'type': 'train'}, 'E': 6, 'B': 10, 'Length': 352, 'Loss': 0.5725711556998166, 'top1': 86.07954545454545}
{'_meta': {'type': 'global_consensus_distance'}, 'E': 6, 'B': 10, 'gcd': 8.350118637084961}
{'_meta': {'type': 'clique_consensus_distance'}, 'E': 6, 'B': 10, 'clique1': 0.0001151877804659307, 'clique2': 33.80952835083008}
{'_meta': {'type': 'train'}, 'E': 6, 'B': 20, 'Length': 352, 'Loss': 0.6504272601821206, 'top1': 82.67045454545455}
{'_meta': {'type': 'global_consensus_distance'}, 'E': 6, 'B': 20, 'gcd': 9.232070922851562}
{'_meta': {'type': 'clique_consensus_distance'}, 'E': 6, 'B': 20, 'clique1': 9.475792467128485e-05, 'clique2': 37.35617446899414}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 6, 'Length': 9984, 'Loss': 1.6577451809858665, 'top1': 37.760416666666664}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 6, 'Length': 9984, 'Loss': 2.090516665042975, 'top1': 40.81530448717949}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 6, 'Length': 9984, 'Loss': 2.129327509647761, 'top1': 35.56690705128205}
{'_meta': {'type': 'train'}, 'E': 7, 'B': 0, 'Length': 352, 'Loss': 0.6002572612328962, 'top1': 85.79545454545455}
{'_meta': {'type': 'global_consensus_distance'}, 'E': 7, 'B': 0, 'gcd': 10.120681762695312}
{'_meta': {'type': 'clique_consensus_distance'}, 'E': 7, 'B': 0, 'clique1': 0.0001639301481191069, 'clique2': 40.95571517944336}
{'_meta': {'type': 'train'}, 'E': 7, 'B': 10, 'Length': 352, 'Loss': 0.5153881507841024, 'top1': 88.06818181818181}
{'_meta': {'type': 'global_consensus_distance'}, 'E': 7, 'B': 10, 'gcd': 11.081279754638672}
{'_meta': {'type': 'clique_consensus_distance'}, 'E': 7, 'B': 10, 'clique1': 0.00013475034211296588, 'clique2': 44.830379486083984}
{'_meta': {'type': 'train'}, 'E': 7, 'B': 20, 'Length': 352, 'Loss': 0.6007967103611339, 'top1': 85.79545454545455}
{'_meta': {'type': 'global_consensus_distance'}, 'E': 7, 'B': 20, 'gcd': 11.997901916503906}
{'_meta': {'type': 'clique_consensus_distance'}, 'E': 7, 'B': 20, 'clique1': 0.00010824378114193678, 'clique2': 48.51754379272461}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 7, 'Length': 9984, 'Loss': 1.6970740663699615, 'top1': 35.88741987179487}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 7, 'Length': 9984, 'Loss': 2.1399101676085057, 'top1': 43.30929487179487}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 7, 'Length': 9984, 'Loss': 2.1391408764399014, 'top1': 35.70713141025641}
{'_meta': {'type': 'train'}, 'E': 8, 'B': 0, 'Length': 352, 'Loss': 0.5528163022615693, 'top1': 86.36363636363636}
{'_meta': {'type': 'global_consensus_distance'}, 'E': 8, 'B': 0, 'gcd': 12.942547798156738}
{'_meta': {'type': 'clique_consensus_distance'}, 'E': 8, 'B': 0, 'clique1': 0.00017793079314287752, 'clique2': 52.3443489074707}
{'_meta': {'type': 'train'}, 'E': 8, 'B': 10, 'Length': 352, 'Loss': 0.4701073711568659, 'top1': 88.63636363636364}
{'_meta': {'type': 'global_consensus_distance'}, 'E': 8, 'B': 10, 'gcd': 13.953191757202148}
{'_meta': {'type': 'clique_consensus_distance'}, 'E': 8, 'B': 10, 'clique1': 0.00015081041783560067, 'clique2': 56.42243194580078}
{'_meta': {'type': 'train'}, 'E': 8, 'B': 20, 'Length': 352, 'Loss': 0.5493929541923783, 'top1': 87.2159090909091}
{'_meta': {'type': 'global_consensus_distance'}, 'E': 8, 'B': 20, 'gcd': 14.921245574951172}
{'_meta': {'type': 'clique_consensus_distance'}, 'E': 8, 'B': 20, 'clique1': 0.0001321487798122689, 'clique2': 60.314754486083984}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 8, 'Length': 9984, 'Loss': 1.7788955049637036, 'top1': 31.049679487179485}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 8, 'Length': 9984, 'Loss': 2.168696729036478, 'top1': 44.26081730769231}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 8, 'Length': 9984, 'Loss': 2.1804580291112265, 'top1': 35.91746794871795}
{'_meta': {'type': 'train'}, 'E': 9, 'B': 0, 'Length': 352, 'Loss': 0.4612412615255876, 'top1': 89.48863636363636}
{'_meta': {'type': 'global_consensus_distance'}, 'E': 9, 'B': 0, 'gcd': 15.900390625}
{'_meta': {'type': 'clique_consensus_distance'}, 'E': 9, 'B': 0, 'clique1': 0.00017090814071707428, 'clique2': 64.27875518798828}
{'_meta': {'type': 'train'}, 'E': 9, 'B': 10, 'Length': 352, 'Loss': 0.436948069117286, 'top1': 88.06818181818181}
{'_meta': {'type': 'global_consensus_distance'}, 'E': 9, 'B': 10, 'gcd': 16.96514129638672}
{'_meta': {'type': 'clique_consensus_distance'}, 'E': 9, 'B': 10, 'clique1': 0.0001462920190533623, 'clique2': 68.58374786376953}
{'_meta': {'type': 'train'}, 'E': 9, 'B': 20, 'Length': 352, 'Loss': 0.4773652817715298, 'top1': 89.48863636363636}
{'_meta': {'type': 'global_consensus_distance'}, 'E': 9, 'B': 20, 'gcd': 18.036945343017578}
{'_meta': {'type': 'clique_consensus_distance'}, 'E': 9, 'B': 20, 'clique1': 0.0001302960590692237, 'clique2': 72.90242004394531}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 9, 'Length': 9984, 'Loss': 1.8685128841644678, 'top1': 27.584134615384617}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 9, 'Length': 9984, 'Loss': 2.237821747095157, 'top1': 43.91025641025641}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 9, 'Length': 9984, 'Loss': 2.2159457558240647, 'top1': 35.90745192307692}
{'_meta': {'type': 'train'}, 'E': 10, 'B': 0, 'Length': 352, 'Loss': 0.4491542096842419, 'top1': 88.63636363636364}
{'_meta': {'type': 'global_consensus_distance'}, 'E': 10, 'B': 0, 'gcd': 19.20087432861328}
{'_meta': {'type': 'clique_consensus_distance'}, 'E': 10, 'B': 0, 'clique1': 0.00014375058526638895, 'clique2': 77.625732421875}
{'_meta': {'type': 'train'}, 'E': 10, 'B': 10, 'Length': 352, 'Loss': 0.45121703432364896, 'top1': 87.7840909090909}
{'_meta': {'type': 'global_consensus_distance'}, 'E': 10, 'B': 10, 'gcd': 20.49942970275879}
{'_meta': {'type': 'clique_consensus_distance'}, 'E': 10, 'B': 10, 'clique1': 0.00013743450108449906, 'clique2': 82.87743377685547}
{'_meta': {'type': 'train'}, 'E': 10, 'B': 20, 'Length': 352, 'Loss': 0.4893402010202408, 'top1': 87.5}
{'_meta': {'type': 'global_consensus_distance'}, 'E': 10, 'B': 20, 'gcd': 21.905502319335938}
{'_meta': {'type': 'clique_consensus_distance'}, 'E': 10, 'B': 20, 'clique1': 0.00013789157674182206, 'clique2': 88.56390380859375}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 10, 'Length': 9984, 'Loss': 1.910405464661427, 'top1': 28.67588141025641}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 10, 'Length': 9984, 'Loss': 2.3350707537088637, 'top1': 43.73998397435897}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 10, 'Length': 9984, 'Loss': 2.392526686191559, 'top1': 36.18790064102564}
