{'_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': 0.49077510833740234}
{'_meta': {'type': 'clique_consensus_distance'}, 'E': 1, 'B': 0, 'clique1': 3.164816178014007e-07, 'clique2': 2.200005474151112e-05}
{'_meta': {'type': 'train'}, 'E': 1, 'B': 10, 'Length': 352, 'Loss': 2.158612684770064, 'top1': 33.80681818181818}
{'_meta': {'type': 'global_consensus_distance'}, 'E': 1, 'B': 10, 'gcd': 1.2649586200714111}
{'_meta': {'type': 'clique_consensus_distance'}, 'E': 1, 'B': 10, 'clique1': 0.0707845687866211, 'clique2': 0.09767089039087296}
{'_meta': {'type': 'train'}, 'E': 1, 'B': 20, 'Length': 352, 'Loss': 2.039859251542525, 'top1': 33.52272727272727}
{'_meta': {'type': 'global_consensus_distance'}, 'E': 1, 'B': 20, 'gcd': 0.9752938747406006}
{'_meta': {'type': 'clique_consensus_distance'}, 'E': 1, 'B': 20, 'clique1': 0.053735025227069855, 'clique2': 0.15763835608959198}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 1, 'Length': 9984, 'Loss': 2.2733382964745545, 'top1': 13.361378205128204}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 1, 'Length': 9984, 'Loss': 2.316697832865593, 'top1': 10.927483974358974}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 1, 'Length': 9984, 'Loss': 2.301226576169332, 'top1': 20.77323717948718}
{'_meta': {'type': 'train'}, 'E': 2, 'B': 0, 'Length': 352, 'Loss': 1.9499784708023071, 'top1': 36.93181818181818}
{'_meta': {'type': 'global_consensus_distance'}, 'E': 2, 'B': 0, 'gcd': 0.7617095708847046}
{'_meta': {'type': 'clique_consensus_distance'}, 'E': 2, 'B': 0, 'clique1': 0.04090851917862892, 'clique2': 0.22233115136623383}
{'_meta': {'type': 'train'}, 'E': 2, 'B': 10, 'Length': 352, 'Loss': 1.8908069350502708, 'top1': 41.47727272727273}
{'_meta': {'type': 'global_consensus_distance'}, 'E': 2, 'B': 10, 'gcd': 0.6021445393562317}
{'_meta': {'type': 'clique_consensus_distance'}, 'E': 2, 'B': 10, 'clique1': 0.03129979595541954, 'clique2': 0.27422237396240234}
{'_meta': {'type': 'train'}, 'E': 2, 'B': 20, 'Length': 352, 'Loss': 1.8417131900787354, 'top1': 40.90909090909091}
{'_meta': {'type': 'global_consensus_distance'}, 'E': 2, 'B': 20, 'gcd': 0.483318030834198}
{'_meta': {'type': 'clique_consensus_distance'}, 'E': 2, 'B': 20, 'clique1': 0.024085065349936485, 'clique2': 0.318048894405365}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 2, 'Length': 9984, 'Loss': 2.2760020952958326, 'top1': 17.317708333333332}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 2, 'Length': 9984, 'Loss': 2.4370325192427025, 'top1': 26.54246794871795}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 2, 'Length': 9984, 'Loss': 2.345401745576125, 'top1': 14.59334935897436}
{'_meta': {'type': 'train'}, 'E': 3, 'B': 0, 'Length': 352, 'Loss': 1.7844502925872803, 'top1': 41.47727272727273}
{'_meta': {'type': 'global_consensus_distance'}, 'E': 3, 'B': 0, 'gcd': 0.3958251476287842}
{'_meta': {'type': 'clique_consensus_distance'}, 'E': 3, 'B': 0, 'clique1': 0.01865638978779316, 'clique2': 0.3593348264694214}
{'_meta': {'type': 'train'}, 'E': 3, 'B': 10, 'Length': 352, 'Loss': 1.7494188655506482, 'top1': 41.76136363636363}
{'_meta': {'type': 'global_consensus_distance'}, 'E': 3, 'B': 10, 'gcd': 0.330253005027771}
{'_meta': {'type': 'clique_consensus_distance'}, 'E': 3, 'B': 10, 'clique1': 0.014556757174432278, 'clique2': 0.3916981816291809}
{'_meta': {'type': 'train'}, 'E': 3, 'B': 20, 'Length': 352, 'Loss': 1.717186223376881, 'top1': 42.61363636363637}
{'_meta': {'type': 'global_consensus_distance'}, 'E': 3, 'B': 20, 'gcd': 0.2803347408771515}
{'_meta': {'type': 'clique_consensus_distance'}, 'E': 3, 'B': 20, 'clique1': 0.011453479528427124, 'clique2': 0.4137263894081116}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 3, 'Length': 9984, 'Loss': 2.275950230084933, 'top1': 29.106570512820515}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 3, 'Length': 9984, 'Loss': 2.531654782784291, 'top1': 29.236778846153847}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 3, 'Length': 9984, 'Loss': 2.4287960529327393, 'top1': 9.575320512820513}
{'_meta': {'type': 'train'}, 'E': 4, 'B': 0, 'Length': 352, 'Loss': 1.664584376595237, 'top1': 46.02272727272727}
{'_meta': {'type': 'global_consensus_distance'}, 'E': 4, 'B': 0, 'gcd': 0.24282269179821014}
{'_meta': {'type': 'clique_consensus_distance'}, 'E': 4, 'B': 0, 'clique1': 0.009111068211495876, 'clique2': 0.43051406741142273}
{'_meta': {'type': 'train'}, 'E': 4, 'B': 10, 'Length': 352, 'Loss': 1.644201549616727, 'top1': 44.60227272727273}
{'_meta': {'type': 'global_consensus_distance'}, 'E': 4, 'B': 10, 'gcd': 0.2138204574584961}
{'_meta': {'type': 'clique_consensus_distance'}, 'E': 4, 'B': 10, 'clique1': 0.00734139746055007, 'clique2': 0.43991708755493164}
{'_meta': {'type': 'train'}, 'E': 4, 'B': 20, 'Length': 352, 'Loss': 1.6243591958826238, 'top1': 48.57954545454545}
{'_meta': {'type': 'global_consensus_distance'}, 'E': 4, 'B': 20, 'gcd': 0.1913301944732666}
{'_meta': {'type': 'clique_consensus_distance'}, 'E': 4, 'B': 20, 'clique1': 0.006008640863001347, 'clique2': 0.4442850649356842}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 4, 'Length': 9984, 'Loss': 2.271099341221345, 'top1': 39.70352564102564}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 4, 'Length': 9984, 'Loss': 2.5790172051160765, 'top1': 34.32491987179487}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 4, 'Length': 9984, 'Loss': 2.5163004367779465, 'top1': 9.575320512820513}
{'_meta': {'type': 'train'}, 'E': 5, 'B': 0, 'Length': 352, 'Loss': 1.5720323107459329, 'top1': 52.27272727272727}
{'_meta': {'type': 'global_consensus_distance'}, 'E': 5, 'B': 0, 'gcd': 0.1748679131269455}
{'_meta': {'type': 'clique_consensus_distance'}, 'E': 5, 'B': 0, 'clique1': 0.005018509458750486, 'clique2': 0.4495115876197815}
{'_meta': {'type': 'train'}, 'E': 5, 'B': 10, 'Length': 352, 'Loss': 1.5630269050598145, 'top1': 52.55681818181818}
{'_meta': {'type': 'global_consensus_distance'}, 'E': 5, 'B': 10, 'gcd': 0.16207841038703918}
{'_meta': {'type': 'clique_consensus_distance'}, 'E': 5, 'B': 10, 'clique1': 0.004282198380678892, 'clique2': 0.4517180621623993}
{'_meta': {'type': 'train'}, 'E': 5, 'B': 20, 'Length': 352, 'Loss': 1.549431855028326, 'top1': 55.11363636363637}
{'_meta': {'type': 'global_consensus_distance'}, 'E': 5, 'B': 20, 'gcd': 0.152537539601326}
{'_meta': {'type': 'clique_consensus_distance'}, 'E': 5, 'B': 20, 'clique1': 0.003739677369594574, 'clique2': 0.45372697710990906}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 5, 'Length': 9984, 'Loss': 2.2599826653798423, 'top1': 38.12099358974359}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 5, 'Length': 9984, 'Loss': 2.5922877054948072, 'top1': 37.59014423076923}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 5, 'Length': 9984, 'Loss': 2.5541255535223546, 'top1': 11.378205128205128}
{'_meta': {'type': 'train'}, 'E': 6, 'B': 0, 'Length': 352, 'Loss': 1.490313551642678, 'top1': 54.82954545454545}
{'_meta': {'type': 'global_consensus_distance'}, 'E': 6, 'B': 0, 'gcd': 0.14659979939460754}
{'_meta': {'type': 'clique_consensus_distance'}, 'E': 6, 'B': 0, 'clique1': 0.0033546832855790854, 'clique2': 0.4602613151073456}
{'_meta': {'type': 'train'}, 'E': 6, 'B': 10, 'Length': 352, 'Loss': 1.4854016954248601, 'top1': 55.68181818181818}
{'_meta': {'type': 'global_consensus_distance'}, 'E': 6, 'B': 10, 'gcd': 0.1423434317111969}
{'_meta': {'type': 'clique_consensus_distance'}, 'E': 6, 'B': 10, 'clique1': 0.0030809936579316854, 'clique2': 0.4658280909061432}
{'_meta': {'type': 'train'}, 'E': 6, 'B': 20, 'Length': 352, 'Loss': 1.4708641984245994, 'top1': 59.375}
{'_meta': {'type': 'global_consensus_distance'}, 'E': 6, 'B': 20, 'gcd': 0.1396293193101883}
{'_meta': {'type': 'clique_consensus_distance'}, 'E': 6, 'B': 20, 'clique1': 0.0028896841686218977, 'clique2': 0.47190913558006287}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 6, 'Length': 9984, 'Loss': 2.24321998999669, 'top1': 38.25120192307692}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 6, 'Length': 9984, 'Loss': 2.5745095839867225, 'top1': 37.990785256410255}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 6, 'Length': 9984, 'Loss': 2.570149919925592, 'top1': 15.434695512820513}
{'_meta': {'type': 'train'}, 'E': 7, 'B': 0, 'Length': 352, 'Loss': 1.4038148305632852, 'top1': 58.23863636363637}
{'_meta': {'type': 'global_consensus_distance'}, 'E': 7, 'B': 0, 'gcd': 0.13874828815460205}
{'_meta': {'type': 'clique_consensus_distance'}, 'E': 7, 'B': 0, 'clique1': 0.002766726538538933, 'clique2': 0.4810105860233307}
{'_meta': {'type': 'train'}, 'E': 7, 'B': 10, 'Length': 352, 'Loss': 1.4027791239998557, 'top1': 59.375}
{'_meta': {'type': 'global_consensus_distance'}, 'E': 7, 'B': 10, 'gcd': 0.1382797807455063}
{'_meta': {'type': 'clique_consensus_distance'}, 'E': 7, 'B': 10, 'clique1': 0.002688625128939748, 'clique2': 0.4883456826210022}
{'_meta': {'type': 'train'}, 'E': 7, 'B': 20, 'Length': 352, 'Loss': 1.3908529606732456, 'top1': 63.63636363636363}
{'_meta': {'type': 'global_consensus_distance'}, 'E': 7, 'B': 20, 'gcd': 0.1381712704896927}
{'_meta': {'type': 'clique_consensus_distance'}, 'E': 7, 'B': 20, 'clique1': 0.002637685975059867, 'clique2': 0.4946826994419098}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 7, 'Length': 9984, 'Loss': 2.2236149341632157, 'top1': 41.20592948717949}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 7, 'Length': 9984, 'Loss': 2.529220944795853, 'top1': 38.3213141025641}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 7, 'Length': 9984, 'Loss': 2.578122942875593, 'top1': 18.299278846153847}
{'_meta': {'type': 'train'}, 'E': 8, 'B': 0, 'Length': 352, 'Loss': 1.323261629451405, 'top1': 63.63636363636363}
{'_meta': {'type': 'global_consensus_distance'}, 'E': 8, 'B': 0, 'gcd': 0.1387127935886383}
{'_meta': {'type': 'clique_consensus_distance'}, 'E': 8, 'B': 0, 'clique1': 0.002609696239233017, 'clique2': 0.5016705989837646}
{'_meta': {'type': 'train'}, 'E': 8, 'B': 10, 'Length': 352, 'Loss': 1.3257481455802917, 'top1': 66.47727272727273}
{'_meta': {'type': 'global_consensus_distance'}, 'E': 8, 'B': 10, 'gcd': 0.13932570815086365}
{'_meta': {'type': 'clique_consensus_distance'}, 'E': 8, 'B': 10, 'clique1': 0.0026002973318099976, 'clique2': 0.5074513554573059}
{'_meta': {'type': 'train'}, 'E': 8, 'B': 20, 'Length': 352, 'Loss': 1.319691170345653, 'top1': 66.47727272727273}
{'_meta': {'type': 'global_consensus_distance'}, 'E': 8, 'B': 20, 'gcd': 0.13975389301776886}
{'_meta': {'type': 'clique_consensus_distance'}, 'E': 8, 'B': 20, 'clique1': 0.0025924749206751585, 'clique2': 0.5114386677742004}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 8, 'Length': 9984, 'Loss': 2.2034310591526522, 'top1': 43.16907051282051}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 8, 'Length': 9984, 'Loss': 2.4754987282630725, 'top1': 38.60176282051282}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 8, 'Length': 9984, 'Loss': 2.580875583184071, 'top1': 20.98357371794872}
{'_meta': {'type': 'train'}, 'E': 9, 'B': 0, 'Length': 352, 'Loss': 1.2543860077857971, 'top1': 67.32954545454545}
{'_meta': {'type': 'global_consensus_distance'}, 'E': 9, 'B': 0, 'gcd': 0.1404373198747635}
{'_meta': {'type': 'clique_consensus_distance'}, 'E': 9, 'B': 0, 'clique1': 0.0025888923555612564, 'clique2': 0.5155506134033203}
{'_meta': {'type': 'train'}, 'E': 9, 'B': 10, 'Length': 352, 'Loss': 1.2567033117467707, 'top1': 69.88636363636364}
{'_meta': {'type': 'global_consensus_distance'}, 'E': 9, 'B': 10, 'gcd': 0.1412656307220459}
{'_meta': {'type': 'clique_consensus_distance'}, 'E': 9, 'B': 10, 'clique1': 0.0025972200091928244, 'clique2': 0.5195679664611816}
{'_meta': {'type': 'train'}, 'E': 9, 'B': 20, 'Length': 352, 'Loss': 1.2558741136030718, 'top1': 69.31818181818181}
{'_meta': {'type': 'global_consensus_distance'}, 'E': 9, 'B': 20, 'gcd': 0.1416638344526291}
{'_meta': {'type': 'clique_consensus_distance'}, 'E': 9, 'B': 20, 'clique1': 0.002595560159534216, 'clique2': 0.521379292011261}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 9, 'Length': 9984, 'Loss': 2.1822626071098523, 'top1': 44.58133012820513}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 9, 'Length': 9984, 'Loss': 2.4291836451261473, 'top1': 38.782051282051285}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 9, 'Length': 9984, 'Loss': 2.5796199242273965, 'top1': 24.088541666666668}
{'_meta': {'type': 'train'}, 'E': 10, 'B': 0, 'Length': 352, 'Loss': 1.1915159171277827, 'top1': 71.5909090909091}
{'_meta': {'type': 'global_consensus_distance'}, 'E': 10, 'B': 0, 'gcd': 0.14233142137527466}
{'_meta': {'type': 'clique_consensus_distance'}, 'E': 10, 'B': 0, 'clique1': 0.0025918991304934025, 'clique2': 0.5238837003707886}
{'_meta': {'type': 'train'}, 'E': 10, 'B': 10, 'Length': 352, 'Loss': 1.1912207115780225, 'top1': 73.86363636363636}
{'_meta': {'type': 'global_consensus_distance'}, 'E': 10, 'B': 10, 'gcd': 0.14316515624523163}
{'_meta': {'type': 'clique_consensus_distance'}, 'E': 10, 'B': 10, 'clique1': 0.002599203959107399, 'clique2': 0.5266731977462769}
{'_meta': {'type': 'train'}, 'E': 10, 'B': 20, 'Length': 352, 'Loss': 1.194007391279394, 'top1': 71.5909090909091}
{'_meta': {'type': 'global_consensus_distance'}, 'E': 10, 'B': 20, 'gcd': 0.14349229633808136}
{'_meta': {'type': 'clique_consensus_distance'}, 'E': 10, 'B': 20, 'clique1': 0.002591699128970504, 'clique2': 0.5272313952445984}
{'_meta': {'type': 'Global Average Validation Accuracy'}, 'E': 10, 'Length': 9984, 'Loss': 2.1590123573939004, 'top1': 46.18389423076923}
{'_meta': {'type': 'Clique1 Average Validation Accuracy'}, 'E': 10, 'Length': 9984, 'Loss': 2.3947817362271824, 'top1': 38.932291666666664}
{'_meta': {'type': 'Clique2 Average Validation Accuracy'}, 'E': 10, 'Length': 9984, 'Loss': 2.572617429953355, 'top1': 27.784455128205128}
