
=== Start adding workers ===
=> Add worker SGDMWorker(index=0, momentum=0.0)
=> Add worker SGDMWorker(index=1, momentum=0.0)
=> Add worker SGDMWorker(index=2, momentum=0.0)
=> Add worker SGDMWorker(index=3, momentum=0.0)
=> Add worker SGDMWorker(index=4, momentum=0.0)
=> Add worker SGDMWorker(index=5, momentum=0.0)
=> Add worker SGDMWorker(index=6, momentum=0.0)
=> Add worker SGDMWorker(index=7, momentum=0.0)
=> Add worker SGDMWorker(index=8, momentum=0.0)
=> Add worker SGDMWorker(index=9, momentum=0.0)
=> Add worker SGDMWorker(index=10, momentum=0.0)
=> Add worker LabelFlippingWorker

=== Start adding graph ===
TwoCliquesWithByzantine(m=5,b=1)

Train epoch 1
[E 1B0  |    384/60000 (  1%) ] Loss: 2.3142 top1=  7.6705

=== Peeking data label distribution E1B0 ===
Worker 0 has targets: tensor([0, 0, 0, 0, 0], device='cuda:0')
Worker 1 has targets: tensor([1, 1, 1, 0, 1], device='cuda:0')
Worker 2 has targets: tensor([1, 1, 2, 1, 1], device='cuda:0')
Worker 3 has targets: tensor([2, 2, 3, 2, 2], device='cuda:0')
Worker 4 has targets: tensor([3, 3, 3, 3, 3], device='cuda:0')
Worker 5 has targets: tensor([4, 4, 4, 4, 4], device='cuda:0')
Worker 6 has targets: tensor([5, 5, 5, 5, 5], device='cuda:0')
Worker 7 has targets: tensor([6, 6, 6, 5, 6], device='cuda:0')
Worker 8 has targets: tensor([6, 7, 7, 6, 6], device='cuda:0')
Worker 9 has targets: tensor([7, 7, 8, 7, 7], device='cuda:0')
Worker 10 has targets: tensor([8, 8, 9, 8, 8], device='cuda:0')
Worker 11 has targets: tensor([0, 0, 0, 0, 0], device='cuda:0')



=== Log global consensus distance @ E1B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E1B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E 1B10 |   4224/60000 (  7%) ] Loss: 1.8221 top1= 56.8182

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=0.027


[E 1B20 |   8064/60000 ( 13%) ] Loss: 1.3154 top1= 68.7500

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.039



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.023
clique2_consensus_distance=0.088



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2184 top1= 28.0248


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4137 top1= 21.9351


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3717 top1= 22.2756

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 0.9484 top1= 79.2614

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.070



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.037
clique2_consensus_distance=0.161


[E 2B10 |   4224/60000 (  7%) ] Loss: 0.7873 top1= 80.1136

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.097



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.051
clique2_consensus_distance=0.223


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.6564 top1= 83.2386

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.120



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.066
clique2_consensus_distance=0.271



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1629 top1= 10.3265


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6037 top1= 31.9712


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5715 top1= 26.3321

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.5495 top1= 86.6477

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.138



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.078
clique2_consensus_distance=0.307


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.5870 top1= 84.0909

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.154



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.086
clique2_consensus_distance=0.342


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.5046 top1= 87.5000

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.167



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.093
clique2_consensus_distance=0.372



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1179 top1= 12.1294


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7020 top1= 32.4219


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7343 top1= 21.0136

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.3998 top1= 88.9205

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.180



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.098
clique2_consensus_distance=0.402


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.4915 top1= 84.6591

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.192



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.102
clique2_consensus_distance=0.431


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.4073 top1= 87.7841

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.204



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.106
clique2_consensus_distance=0.457



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0800 top1= 12.6603


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7780 top1= 32.4820


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8240 top1= 20.6731

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.3062 top1= 91.7614

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.216



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.113
clique2_consensus_distance=0.483


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.3843 top1= 86.9318

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.227



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.117
clique2_consensus_distance=0.509


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.4101 top1= 87.7841

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.231



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.116
clique2_consensus_distance=0.514



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0439 top1= 15.9756


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7812 top1= 34.6855


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1262 top1= 17.4780

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.2848 top1= 91.1932

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.234



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.106
clique2_consensus_distance=0.537


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.2802 top1= 91.4773

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.242



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.108
clique2_consensus_distance=0.558


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.2815 top1= 89.7727

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.251



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.112
clique2_consensus_distance=0.575



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0380 top1= 17.9587


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8869 top1= 30.9295


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3554 top1= 17.3077

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.2329 top1= 92.8977

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.267



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.129
clique2_consensus_distance=0.606


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.3321 top1= 88.3523

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.275



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.133
clique2_consensus_distance=0.624


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.2777 top1= 89.4886

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.281



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.133
clique2_consensus_distance=0.641



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0119 top1= 19.5613


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9404 top1= 32.1915


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5324 top1= 16.8970

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.1922 top1= 93.4659

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.289



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.137
clique2_consensus_distance=0.656


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.2818 top1= 90.0568

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.295



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.139
clique2_consensus_distance=0.673


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.2597 top1= 90.0568

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.302



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.143
clique2_consensus_distance=0.685



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9941 top1= 20.4828


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9876 top1= 32.2516


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5915 top1= 17.3678

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.1699 top1= 95.1705

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.309



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.147
clique2_consensus_distance=0.700


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.2668 top1= 91.1932

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.315



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.149
clique2_consensus_distance=0.715


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.2391 top1= 90.9091

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.321



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.151
clique2_consensus_distance=0.728



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9687 top1= 22.5260


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0370 top1= 32.2416


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5763 top1= 19.7917

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.1493 top1= 95.4545

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.327



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.155
clique2_consensus_distance=0.741


[E10B10 |   4224/60000 (  7%) ] Loss: 0.2371 top1= 91.4773

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.333



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.157
clique2_consensus_distance=0.754


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.2288 top1= 90.9091

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.338



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.161
clique2_consensus_distance=0.764



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9645 top1= 22.1454


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0735 top1= 32.5521


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8418 top1= 18.1190

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.1486 top1= 95.4545

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.344



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.164
clique2_consensus_distance=0.775


[E11B10 |   4224/60000 (  7%) ] Loss: 0.2155 top1= 92.6136

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.348



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.164
clique2_consensus_distance=0.787


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.2005 top1= 92.3295

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.353



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.165
clique2_consensus_distance=0.798



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9369 top1= 25.3606


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.1677 top1= 30.6290


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7857 top1= 20.1122

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.1241 top1= 96.0227

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.358



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.168
clique2_consensus_distance=0.809


[E12B10 |   4224/60000 (  7%) ] Loss: 0.2058 top1= 92.8977

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.363



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.171
clique2_consensus_distance=0.820


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.1798 top1= 92.8977

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.367



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.172
clique2_consensus_distance=0.830



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9270 top1= 25.2604


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.2166 top1= 30.6290


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9453 top1= 19.7216

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.1148 top1= 96.5909

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.372



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.175
clique2_consensus_distance=0.839


[E13B10 |   4224/60000 (  7%) ] Loss: 0.1837 top1= 93.1818

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.376



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.176
clique2_consensus_distance=0.849


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.1710 top1= 92.8977

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.380



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.178
clique2_consensus_distance=0.858



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9202 top1= 26.1418


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.2623 top1= 30.4287


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.0452 top1= 19.2007

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.1072 top1= 97.1591

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.384



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.181
clique2_consensus_distance=0.866


[E14B10 |   4224/60000 (  7%) ] Loss: 0.1746 top1= 94.3182

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.389



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.183
clique2_consensus_distance=0.876


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.1688 top1= 93.1818

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.392



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.184
clique2_consensus_distance=0.886



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9076 top1= 27.1635


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3215 top1= 30.1282


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.1036 top1= 19.6815

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.1012 top1= 96.8750

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.397



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.187
clique2_consensus_distance=0.894


[E15B10 |   4224/60000 (  7%) ] Loss: 0.1739 top1= 93.7500

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.401



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.189
clique2_consensus_distance=0.903


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.1669 top1= 94.0341

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.405



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.191
clique2_consensus_distance=0.910



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9042 top1= 26.4223


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3232 top1= 31.3401


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.2462 top1= 19.3009

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.1004 top1= 97.1591

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.408



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.193
clique2_consensus_distance=0.917


[E16B10 |   4224/60000 (  7%) ] Loss: 0.1701 top1= 94.3182

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.412



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.196
clique2_consensus_distance=0.925


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.1716 top1= 94.0341

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.415



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.197
clique2_consensus_distance=0.932



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8893 top1= 27.8546


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3889 top1= 30.0581


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.3044 top1= 19.6815

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.0895 top1= 97.1591

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.419



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.198
clique2_consensus_distance=0.940


[E17B10 |   4224/60000 (  7%) ] Loss: 0.1512 top1= 95.1705

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.422



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.198
clique2_consensus_distance=0.948


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.1500 top1= 94.6023

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.426



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.201
clique2_consensus_distance=0.955



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8828 top1= 29.5773


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.4510 top1= 29.0865


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.3111 top1= 20.0220

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.0894 top1= 96.8750

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.429



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.201
clique2_consensus_distance=0.962


[E18B10 |   4224/60000 (  7%) ] Loss: 0.1520 top1= 94.6023

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.432



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.204
clique2_consensus_distance=0.970


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.1387 top1= 94.6023

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.435



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.204
clique2_consensus_distance=0.977



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8764 top1= 28.6458


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.5206 top1= 27.9948


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.4663 top1= 19.6214

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.0832 top1= 97.4432

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.438



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.206
clique2_consensus_distance=0.983


[E19B10 |   4224/60000 (  7%) ] Loss: 0.1525 top1= 94.6023

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.442



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.208
clique2_consensus_distance=0.991


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.1326 top1= 94.6023

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.444



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.208
clique2_consensus_distance=0.998



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8626 top1= 30.8594


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.6048 top1= 26.7528


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.4238 top1= 20.6330

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.0753 top1= 98.0114

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.448



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.210
clique2_consensus_distance=1.005


[E20B10 |   4224/60000 (  7%) ] Loss: 0.1367 top1= 95.1705

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.452



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.212
clique2_consensus_distance=1.012


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.1290 top1= 96.0227

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.454



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.213
clique2_consensus_distance=1.019



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8632 top1= 30.1883


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.5825 top1= 28.4255


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.5451 top1= 19.9419

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.0738 top1= 97.4432

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.457



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.215
clique2_consensus_distance=1.024


[E21B10 |   4224/60000 (  7%) ] Loss: 0.1437 top1= 95.4545

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.460



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.217
clique2_consensus_distance=1.031


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.1218 top1= 96.0227

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.463



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.216
clique2_consensus_distance=1.038



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8530 top1= 30.9796


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.6724 top1= 26.6627


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.5864 top1= 20.2925

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.0696 top1= 97.7273

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.466



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.218
clique2_consensus_distance=1.044


[E22B10 |   4224/60000 (  7%) ] Loss: 0.1235 top1= 96.0227

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.469



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.219
clique2_consensus_distance=1.051


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.1194 top1= 96.0227

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.472



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.220
clique2_consensus_distance=1.057



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8482 top1= 32.2216


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.6854 top1= 27.2837


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.5892 top1= 20.6931

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.0691 top1= 97.7273

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.475



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.223
clique2_consensus_distance=1.062


[E23B10 |   4224/60000 (  7%) ] Loss: 0.1265 top1= 95.7386

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.478



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.224
clique2_consensus_distance=1.069


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.1181 top1= 96.3068

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.480



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.224
clique2_consensus_distance=1.075



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8414 top1= 32.5521


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.8104 top1= 24.9099


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.6785 top1= 20.4928

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.0620 top1= 98.5795

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.483



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.225
clique2_consensus_distance=1.081


[E24B10 |   4224/60000 (  7%) ] Loss: 0.1193 top1= 96.5909

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.486



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.228
clique2_consensus_distance=1.086


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.1136 top1= 96.8750

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.488



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.229
clique2_consensus_distance=1.092



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8416 top1= 31.5605


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.8166 top1= 25.4708


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.7971 top1= 20.0921

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.0611 top1= 99.1477

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.491



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.229
clique2_consensus_distance=1.098


[E25B10 |   4224/60000 (  7%) ] Loss: 0.1170 top1= 96.0227

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.494



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.231
clique2_consensus_distance=1.103


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.1076 top1= 97.1591

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.497



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.232
clique2_consensus_distance=1.109



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8285 top1= 34.3950


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.8195 top1= 26.3922


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.6049 top1= 22.0553

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.0629 top1= 98.2955

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.499



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.233
clique2_consensus_distance=1.115


[E26B10 |   4224/60000 (  7%) ] Loss: 0.1147 top1= 96.3068

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.502



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.235
clique2_consensus_distance=1.119


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.1092 top1= 96.3068

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.504



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.237
clique2_consensus_distance=1.124



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8288 top1= 32.5921


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.8206 top1= 26.8830


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.8328 top1= 20.6130

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.0573 top1= 99.1477

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.507



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.238
clique2_consensus_distance=1.129


[E27B10 |   4224/60000 (  7%) ] Loss: 0.1160 top1= 96.8750

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.509



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.238
clique2_consensus_distance=1.136


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.1068 top1= 97.1591

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.512



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.238
clique2_consensus_distance=1.142



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8218 top1= 33.6538


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9110 top1= 25.3305


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.8718 top1= 20.7432

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.0537 top1= 98.8636

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.515



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.241
clique2_consensus_distance=1.147


[E28B10 |   4224/60000 (  7%) ] Loss: 0.1088 top1= 96.8750

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.517



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.242
clique2_consensus_distance=1.151


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.0971 top1= 97.7273

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.519



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.243
clique2_consensus_distance=1.157



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8206 top1= 33.9543


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9253 top1= 25.7612


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.8920 top1= 20.9435

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.0539 top1= 99.4318

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.522



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.244
clique2_consensus_distance=1.162


[E29B10 |   4224/60000 (  7%) ] Loss: 0.1038 top1= 96.5909

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.524



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.245
clique2_consensus_distance=1.167


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.0957 top1= 97.4432

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.526



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.247
clique2_consensus_distance=1.170



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8188 top1= 33.6939


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9330 top1= 26.1318


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.9613 top1= 20.7031

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.0503 top1= 99.4318

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.529



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.248
clique2_consensus_distance=1.175


[E30B10 |   4224/60000 (  7%) ] Loss: 0.0993 top1= 97.1591

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.531



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.247
clique2_consensus_distance=1.182


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.0926 top1= 97.7273

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.533



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.249
clique2_consensus_distance=1.186



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8103 top1= 35.0461


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9485 top1= 26.6727


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.8664 top1= 21.6747

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.0524 top1= 99.4318

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.536



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.251
clique2_consensus_distance=1.191


[E31B10 |   4224/60000 (  7%) ] Loss: 0.1000 top1= 97.1591

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.538



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.252
clique2_consensus_distance=1.196


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.0916 top1= 96.8750

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.540



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.253
clique2_consensus_distance=1.200



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8077 top1= 34.5653


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9448 top1= 27.2436


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.9581 top1= 21.3442

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.0490 top1= 99.4318

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.543



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.255
clique2_consensus_distance=1.204


[E32B10 |   4224/60000 (  7%) ] Loss: 0.0944 top1= 97.1591

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.545



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.254
clique2_consensus_distance=1.211


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.0864 top1= 98.2955

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.547



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.255
clique2_consensus_distance=1.216



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8059 top1= 34.9960


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.1324 top1= 23.8181


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.0654 top1= 20.9034

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.0455 top1= 99.4318

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.550



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.256
clique2_consensus_distance=1.221


[E33B10 |   4224/60000 (  7%) ] Loss: 0.0902 top1= 97.4432

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.552



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.258
clique2_consensus_distance=1.225


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.0805 top1= 98.0114

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.554



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.259
clique2_consensus_distance=1.230



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8043 top1= 34.7656


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.1174 top1= 24.6494


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.1245 top1= 20.8834

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.0437 top1= 99.4318

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.557



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.260
clique2_consensus_distance=1.234


[E34B10 |   4224/60000 (  7%) ] Loss: 0.0902 top1= 97.4432

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.559



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.260
clique2_consensus_distance=1.240


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.0810 top1= 98.0114

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.561



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.262
clique2_consensus_distance=1.242



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7978 top1= 35.5569


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.0753 top1= 25.8614


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.0560 top1= 21.7548

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.0425 top1= 99.4318

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.563



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.264
clique2_consensus_distance=1.246


[E35B10 |   4224/60000 (  7%) ] Loss: 0.0862 top1= 97.1591

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.565



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.263
clique2_consensus_distance=1.253


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.0815 top1= 98.0114

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.567



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.265
clique2_consensus_distance=1.256



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7880 top1= 36.2580


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.1261 top1= 25.4708


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.0641 top1= 21.9151

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.0422 top1= 99.4318

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.570



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.267
clique2_consensus_distance=1.261


[E36B10 |   4224/60000 (  7%) ] Loss: 0.0849 top1= 97.1591

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.572



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.267
clique2_consensus_distance=1.265


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.0814 top1= 97.7273

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.573



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.267
clique2_consensus_distance=1.269



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7944 top1= 35.7772


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.1709 top1= 25.1402


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.1630 top1= 21.2941

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.0408 top1= 99.4318

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.576



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.269
clique2_consensus_distance=1.273


[E37B10 |   4224/60000 (  7%) ] Loss: 0.0849 top1= 97.4432

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.578



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.270
clique2_consensus_distance=1.277


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.0751 top1= 98.8636

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.580



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.270
clique2_consensus_distance=1.283



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7891 top1= 36.0276


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.2882 top1= 23.2973


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.2248 top1= 21.3642

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.0393 top1= 99.4318

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.582



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.271
clique2_consensus_distance=1.288


[E38B10 |   4224/60000 (  7%) ] Loss: 0.0766 top1= 97.7273

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.585



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.273
clique2_consensus_distance=1.292


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.0726 top1= 98.5795

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.587



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.274
clique2_consensus_distance=1.296



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7848 top1= 36.2981


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.2375 top1= 24.6595


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.2182 top1= 21.7548

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.0375 top1= 99.4318

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.589



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.276
clique2_consensus_distance=1.300


[E39B10 |   4224/60000 (  7%) ] Loss: 0.0725 top1= 97.4432

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.590



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.276
clique2_consensus_distance=1.304


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.0699 top1= 98.8636

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.592



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.276
clique2_consensus_distance=1.308



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7861 top1= 36.2380


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.2518 top1= 24.8097


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.2584 top1= 21.5144

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.0359 top1= 99.4318

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.594



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.278
clique2_consensus_distance=1.311


[E40B10 |   4224/60000 (  7%) ] Loss: 0.0729 top1= 97.4432

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.596



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.278
clique2_consensus_distance=1.315


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.0676 top1= 98.5795

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.598



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.277
clique2_consensus_distance=1.321



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7836 top1= 36.1378


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.3979 top1= 22.9868


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.3220 top1= 21.3842

