
=== 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 ByzantineWorker(index=11)

=== 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([9, 9, 9, 9, 9], 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: 1.7268 top1= 58.8068

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.019



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=0.028


[E 1B20 |   8064/60000 ( 13%) ] Loss: 1.3003 top1= 68.4659

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.113



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.023
clique2_consensus_distance=0.104



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.3813 top1= 26.0917


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4152 top1= 18.9002

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 0.8999 top1= 75.0000

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.205



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.037
clique2_consensus_distance=0.279


[E 2B10 |   4224/60000 (  7%) ] Loss: 0.6754 top1= 79.8295

=== Log global consensus distance @ E2B10 ===
consensus_distance=1.912



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.051
clique2_consensus_distance=1.776


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.5226 top1= 85.2273

=== Log global consensus distance @ E2B20 ===
consensus_distance=2.914



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.066
clique2_consensus_distance=4.273



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.8896 top1= 26.8830


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5133 top1= 19.5112

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.4278 top1= 88.0682

=== Log global consensus distance @ E3B0 ===
consensus_distance=2.945



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.078
clique2_consensus_distance=4.341


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.4462 top1= 86.9318

=== Log global consensus distance @ E3B10 ===
consensus_distance=2.968



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.086
clique2_consensus_distance=4.393


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.4063 top1= 89.4886

=== Log global consensus distance @ E3B20 ===
consensus_distance=2.988



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.093
clique2_consensus_distance=4.438



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.0364 top1= 27.0032


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6993 top1= 19.5212

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.3143 top1= 90.3409

=== Log global consensus distance @ E4B0 ===
consensus_distance=3.004



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.098
clique2_consensus_distance=4.475


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.3587 top1= 88.6364

=== Log global consensus distance @ E4B10 ===
consensus_distance=3.018



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.102
clique2_consensus_distance=4.509


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.3352 top1= 90.3409

=== Log global consensus distance @ E4B20 ===
consensus_distance=3.032



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.106
clique2_consensus_distance=4.540



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.1685 top1= 27.0933


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8527 top1= 20.0621

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.2526 top1= 92.6136

=== Log global consensus distance @ E5B0 ===
consensus_distance=3.048



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.113
clique2_consensus_distance=4.573


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.3053 top1= 90.9091

=== Log global consensus distance @ E5B10 ===
consensus_distance=3.060



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.117
clique2_consensus_distance=4.600


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.3519 top1= 90.9091

=== Log global consensus distance @ E5B20 ===
consensus_distance=3.024



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.116
clique2_consensus_distance=4.510



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.2507 top1= 27.4840


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9797 top1= 21.6046

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.2468 top1= 91.4773

=== Log global consensus distance @ E6B0 ===
consensus_distance=3.043



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.106
clique2_consensus_distance=4.568


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.1981 top1= 95.1705

=== Log global consensus distance @ E6B10 ===
consensus_distance=3.051



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.108
clique2_consensus_distance=4.587


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.2311 top1= 92.3295

=== Log global consensus distance @ E6B20 ===
consensus_distance=3.060



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.112
clique2_consensus_distance=4.607



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.3740 top1= 27.9748


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.0908 top1= 22.7464

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.1988 top1= 94.3182

=== Log global consensus distance @ E7B0 ===
consensus_distance=3.115



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.129
clique2_consensus_distance=4.727


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.2570 top1= 92.0455

=== Log global consensus distance @ E7B10 ===
consensus_distance=3.124



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.133
clique2_consensus_distance=4.747


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.2304 top1= 92.0455

=== Log global consensus distance @ E7B20 ===
consensus_distance=3.129



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.133
clique2_consensus_distance=4.760



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.4588 top1= 28.0549


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.1824 top1= 23.7580

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.1642 top1= 94.6023

=== Log global consensus distance @ E8B0 ===
consensus_distance=3.140



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.137
clique2_consensus_distance=4.781


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.2182 top1= 92.6136

=== Log global consensus distance @ E8B10 ===
consensus_distance=3.146



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.139
clique2_consensus_distance=4.796


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.2109 top1= 92.6136

=== Log global consensus distance @ E8B20 ===
consensus_distance=3.155



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.143
clique2_consensus_distance=4.812



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.5360 top1= 28.1751


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.2642 top1= 24.3389

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.1496 top1= 95.1705

=== Log global consensus distance @ E9B0 ===
consensus_distance=3.164



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.147
clique2_consensus_distance=4.830


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.2069 top1= 92.6136

=== Log global consensus distance @ E9B10 ===
consensus_distance=3.170



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.149
clique2_consensus_distance=4.845


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.2028 top1= 92.3295

=== Log global consensus distance @ E9B20 ===
consensus_distance=3.178



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.151
clique2_consensus_distance=4.859



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.6093 top1= 28.3554


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.3375 top1= 24.8197

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.1356 top1= 95.4545

=== Log global consensus distance @ E10B0 ===
consensus_distance=3.187



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.155
clique2_consensus_distance=4.876


[E10B10 |   4224/60000 (  7%) ] Loss: 0.1910 top1= 93.4659

=== Log global consensus distance @ E10B10 ===
consensus_distance=3.192



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.157
clique2_consensus_distance=4.888


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.1945 top1= 92.3295

=== Log global consensus distance @ E10B20 ===
consensus_distance=3.199



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.161
clique2_consensus_distance=4.901



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.6682 top1= 28.4155


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.3993 top1= 25.2204

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.1331 top1= 95.7386

=== Log global consensus distance @ E11B0 ===
consensus_distance=3.207



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.164
clique2_consensus_distance=4.916


[E11B10 |   4224/60000 (  7%) ] Loss: 0.1658 top1= 94.3182

=== Log global consensus distance @ E11B10 ===
consensus_distance=3.210



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.164
clique2_consensus_distance=4.925


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.1650 top1= 94.0341

=== Log global consensus distance @ E11B20 ===
consensus_distance=3.215



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.165
clique2_consensus_distance=4.936



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.7324 top1= 28.5357


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.4629 top1= 25.5108

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.1117 top1= 96.5909

=== Log global consensus distance @ E12B0 ===
consensus_distance=3.223



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.168
clique2_consensus_distance=4.950


[E12B10 |   4224/60000 (  7%) ] Loss: 0.1566 top1= 94.6023

=== Log global consensus distance @ E12B10 ===
consensus_distance=3.229



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.171
clique2_consensus_distance=4.962


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.1522 top1= 94.0341

=== Log global consensus distance @ E12B20 ===
consensus_distance=3.234



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.172
clique2_consensus_distance=4.972



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.7916 top1= 28.4054


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.5163 top1= 25.7212

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.1035 top1= 96.8750

=== Log global consensus distance @ E13B0 ===
consensus_distance=3.240



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.175
clique2_consensus_distance=4.985


[E13B10 |   4224/60000 (  7%) ] Loss: 0.1378 top1= 94.8864

=== Log global consensus distance @ E13B10 ===
consensus_distance=3.245



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.176
clique2_consensus_distance=4.995


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.1433 top1= 94.0341

=== Log global consensus distance @ E13B20 ===
consensus_distance=3.250



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.178
clique2_consensus_distance=5.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.8413 top1= 28.4555


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.5708 top1= 25.9215

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.0937 top1= 97.4432

=== Log global consensus distance @ E14B0 ===
consensus_distance=3.257



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.181
clique2_consensus_distance=5.017


[E14B10 |   4224/60000 (  7%) ] Loss: 0.1363 top1= 94.8864

=== Log global consensus distance @ E14B10 ===
consensus_distance=3.261



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.183
clique2_consensus_distance=5.026


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.1383 top1= 94.3182

=== Log global consensus distance @ E14B20 ===
consensus_distance=3.266



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.184
clique2_consensus_distance=5.037



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.8910 top1= 28.5557


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.6158 top1= 26.0717

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.0887 top1= 97.4432

=== Log global consensus distance @ E15B0 ===
consensus_distance=3.273



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.187
clique2_consensus_distance=5.049


[E15B10 |   4224/60000 (  7%) ] Loss: 0.1345 top1= 94.8864

=== Log global consensus distance @ E15B10 ===
consensus_distance=3.277



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.189
clique2_consensus_distance=5.058


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.1434 top1= 94.8864

=== Log global consensus distance @ E15B20 ===
consensus_distance=3.281



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.191
clique2_consensus_distance=5.066



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.9340 top1= 28.6058


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.6567 top1= 26.2220

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.0897 top1= 97.4432

=== Log global consensus distance @ E16B0 ===
consensus_distance=3.287



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.193
clique2_consensus_distance=5.076


[E16B10 |   4224/60000 (  7%) ] Loss: 0.1345 top1= 95.1705

=== Log global consensus distance @ E16B10 ===
consensus_distance=3.292



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.196
clique2_consensus_distance=5.084


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.1437 top1= 95.1705

=== Log global consensus distance @ E16B20 ===
consensus_distance=3.295



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.197
clique2_consensus_distance=5.092



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.9768 top1= 28.6358


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.7039 top1= 26.2821

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.0807 top1= 97.4432

=== Log global consensus distance @ E17B0 ===
consensus_distance=3.299



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.198
clique2_consensus_distance=5.101


[E17B10 |   4224/60000 (  7%) ] Loss: 0.1149 top1= 96.0227

=== Log global consensus distance @ E17B10 ===
consensus_distance=3.303



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.198
clique2_consensus_distance=5.108


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.1253 top1= 95.4545

=== Log global consensus distance @ E17B20 ===
consensus_distance=3.308



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.201
clique2_consensus_distance=5.118



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.0191 top1= 28.4555


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.7440 top1= 26.3622

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.0780 top1= 97.4432

=== Log global consensus distance @ E18B0 ===
consensus_distance=3.311



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.201
clique2_consensus_distance=5.124


[E18B10 |   4224/60000 (  7%) ] Loss: 0.1154 top1= 95.7386

=== Log global consensus distance @ E18B10 ===
consensus_distance=3.316



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.204
clique2_consensus_distance=5.133


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.1158 top1= 95.4545

=== Log global consensus distance @ E18B20 ===
consensus_distance=3.319



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.204
clique2_consensus_distance=5.140



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.0545 top1= 28.6959


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.7778 top1= 26.4123

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.0705 top1= 97.4432

=== Log global consensus distance @ E19B0 ===
consensus_distance=3.324



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.206
clique2_consensus_distance=5.149


[E19B10 |   4224/60000 (  7%) ] Loss: 0.1147 top1= 95.7386

=== Log global consensus distance @ E19B10 ===
consensus_distance=3.328



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.208
clique2_consensus_distance=5.156


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.1126 top1= 95.4545

=== Log global consensus distance @ E19B20 ===
consensus_distance=3.330



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.208
clique2_consensus_distance=5.162



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.0913 top1= 28.6859


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.8164 top1= 26.5825

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.0659 top1= 98.0114

=== Log global consensus distance @ E20B0 ===
consensus_distance=3.335



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.210
clique2_consensus_distance=5.172


[E20B10 |   4224/60000 (  7%) ] Loss: 0.1047 top1= 96.3068

=== Log global consensus distance @ E20B10 ===
consensus_distance=3.339



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.212
clique2_consensus_distance=5.180


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.1080 top1= 96.0227

=== Log global consensus distance @ E20B20 ===
consensus_distance=3.343



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.213
clique2_consensus_distance=5.186



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.1299 top1= 28.5857


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.8493 top1= 26.6226

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.0644 top1= 97.7273

=== Log global consensus distance @ E21B0 ===
consensus_distance=3.347



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.215
clique2_consensus_distance=5.193


[E21B10 |   4224/60000 (  7%) ] Loss: 0.1077 top1= 96.5909

=== Log global consensus distance @ E21B10 ===
consensus_distance=3.351



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.217
clique2_consensus_distance=5.201


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.1021 top1= 96.0227

=== Log global consensus distance @ E21B20 ===
consensus_distance=3.352



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.216
clique2_consensus_distance=5.206



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.1609 top1= 28.6458


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.8811 top1= 26.6727

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.0606 top1= 98.0114

=== Log global consensus distance @ E22B0 ===
consensus_distance=3.356



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.218
clique2_consensus_distance=5.213


[E22B10 |   4224/60000 (  7%) ] Loss: 0.0928 top1= 97.1591

=== Log global consensus distance @ E22B10 ===
consensus_distance=3.359



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.219
clique2_consensus_distance=5.220


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.0973 top1= 96.0227

=== Log global consensus distance @ E22B20 ===
consensus_distance=3.363



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.220
clique2_consensus_distance=5.227



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.1966 top1= 28.5657


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.9122 top1= 26.7328

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.0593 top1= 98.0114

=== Log global consensus distance @ E23B0 ===
consensus_distance=3.368



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.223
clique2_consensus_distance=5.235


[E23B10 |   4224/60000 (  7%) ] Loss: 0.0944 top1= 96.8750

=== Log global consensus distance @ E23B10 ===
consensus_distance=3.371



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.224
clique2_consensus_distance=5.241


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.0960 top1= 96.5909

=== Log global consensus distance @ E23B20 ===
consensus_distance=3.373



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.224
clique2_consensus_distance=5.246



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.2366 top1= 28.4756


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.9460 top1= 26.8229

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.0529 top1= 98.8636

=== Log global consensus distance @ E24B0 ===
consensus_distance=3.377



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.225
clique2_consensus_distance=5.254


[E24B10 |   4224/60000 (  7%) ] Loss: 0.0875 top1= 97.4432

=== Log global consensus distance @ E24B10 ===
consensus_distance=3.380



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.228
clique2_consensus_distance=5.259


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.0947 top1= 97.1591

=== Log global consensus distance @ E24B20 ===
consensus_distance=3.384



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.229
clique2_consensus_distance=5.266



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.2607 top1= 28.3554


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.9766 top1= 26.8830

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.0514 top1= 98.8636

=== Log global consensus distance @ E25B0 ===
consensus_distance=3.387



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.229
clique2_consensus_distance=5.272


[E25B10 |   4224/60000 (  7%) ] Loss: 0.0847 top1= 97.4432

=== Log global consensus distance @ E25B10 ===
consensus_distance=3.390



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.231
clique2_consensus_distance=5.279


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.0909 top1= 97.1591

=== Log global consensus distance @ E25B20 ===
consensus_distance=3.394



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.232
clique2_consensus_distance=5.285



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.2886 top1= 28.4555


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.9954 top1= 26.9030

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.0514 top1= 98.0114

=== Log global consensus distance @ E26B0 ===
consensus_distance=3.397



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.233
clique2_consensus_distance=5.291


[E26B10 |   4224/60000 (  7%) ] Loss: 0.0867 top1= 97.1591

=== Log global consensus distance @ E26B10 ===
consensus_distance=3.400



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.235
clique2_consensus_distance=5.296


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.0882 top1= 96.5909

=== Log global consensus distance @ E26B20 ===
consensus_distance=3.403



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.237
clique2_consensus_distance=5.302



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.3209 top1= 28.6759


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.0260 top1= 26.9531

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.0493 top1= 98.8636

=== Log global consensus distance @ E27B0 ===
consensus_distance=3.406



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.238
clique2_consensus_distance=5.308


[E27B10 |   4224/60000 (  7%) ] Loss: 0.0853 top1= 97.7273

=== Log global consensus distance @ E27B10 ===
consensus_distance=3.408



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.238
clique2_consensus_distance=5.313


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.0868 top1= 97.1591

=== Log global consensus distance @ E27B20 ===
consensus_distance=3.410



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.238
clique2_consensus_distance=5.319



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.3449 top1= 28.5958


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.0567 top1= 27.0032

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.0458 top1= 98.8636

=== Log global consensus distance @ E28B0 ===
consensus_distance=3.415



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.241
clique2_consensus_distance=5.326


[E28B10 |   4224/60000 (  7%) ] Loss: 0.0805 top1= 97.7273

=== Log global consensus distance @ E28B10 ===
consensus_distance=3.418



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.242
clique2_consensus_distance=5.332


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.0803 top1= 97.7273

=== Log global consensus distance @ E28B20 ===
consensus_distance=3.420



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.243
clique2_consensus_distance=5.336



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.3787 top1= 28.3454


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.0796 top1= 27.0733

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.0452 top1= 98.8636

=== Log global consensus distance @ E29B0 ===
consensus_distance=3.423



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.244
clique2_consensus_distance=5.342


[E29B10 |   4224/60000 (  7%) ] Loss: 0.0750 top1= 98.0114

=== Log global consensus distance @ E29B10 ===
consensus_distance=3.426



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.245
clique2_consensus_distance=5.347


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.0788 top1= 97.7273

=== Log global consensus distance @ E29B20 ===
consensus_distance=3.429



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.247
clique2_consensus_distance=5.352



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.4037 top1= 28.5557


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.1034 top1= 27.1635

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.0421 top1= 99.1477

=== Log global consensus distance @ E30B0 ===
consensus_distance=3.432



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.248
clique2_consensus_distance=5.358


[E30B10 |   4224/60000 (  7%) ] Loss: 0.0707 top1= 98.2955

=== Log global consensus distance @ E30B10 ===
consensus_distance=3.434



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.247
clique2_consensus_distance=5.364


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.0763 top1= 98.0114

=== Log global consensus distance @ E30B20 ===
consensus_distance=3.437



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.249
clique2_consensus_distance=5.369



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.4238 top1= 28.5557


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.1262 top1= 27.1935

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.0428 top1= 99.1477

=== Log global consensus distance @ E31B0 ===
consensus_distance=3.440



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.251
clique2_consensus_distance=5.374


[E31B10 |   4224/60000 (  7%) ] Loss: 0.0724 top1= 98.0114

=== Log global consensus distance @ E31B10 ===
consensus_distance=3.443



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.252
clique2_consensus_distance=5.379


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.0767 top1= 97.1591

=== Log global consensus distance @ E31B20 ===
consensus_distance=3.446



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.253
clique2_consensus_distance=5.385



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.4487 top1= 28.5357


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.1483 top1= 27.2336

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.0409 top1= 99.1477

=== Log global consensus distance @ E32B0 ===
consensus_distance=3.449



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.255
clique2_consensus_distance=5.390


[E32B10 |   4224/60000 (  7%) ] Loss: 0.0665 top1= 98.0114

=== Log global consensus distance @ E32B10 ===
consensus_distance=3.449



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.254
clique2_consensus_distance=5.392


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.0693 top1= 98.2955

=== Log global consensus distance @ E32B20 ===
consensus_distance=3.452



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.255
clique2_consensus_distance=5.399



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.4762 top1= 28.3854


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.1773 top1= 27.2035

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.0373 top1= 99.1477

=== Log global consensus distance @ E33B0 ===
consensus_distance=3.455



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.256
clique2_consensus_distance=5.404


[E33B10 |   4224/60000 (  7%) ] Loss: 0.0641 top1= 98.2955

=== Log global consensus distance @ E33B10 ===
consensus_distance=3.459



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.258
clique2_consensus_distance=5.410


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.0660 top1= 98.2955

=== Log global consensus distance @ E33B20 ===
consensus_distance=3.461



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.259
clique2_consensus_distance=5.414



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.5069 top1= 28.1651


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.1980 top1= 27.2436

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.0361 top1= 99.1477

=== Log global consensus distance @ E34B0 ===
consensus_distance=3.464



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.260
clique2_consensus_distance=5.420


[E34B10 |   4224/60000 (  7%) ] Loss: 0.0642 top1= 98.2955

=== Log global consensus distance @ E34B10 ===
consensus_distance=3.465



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.260
clique2_consensus_distance=5.424


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.0649 top1= 98.2955

=== Log global consensus distance @ E34B20 ===
consensus_distance=3.468



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.262
clique2_consensus_distance=5.428



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.5224 top1= 28.2252


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.2189 top1= 27.2937

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.0338 top1= 99.4318

=== Log global consensus distance @ E35B0 ===
consensus_distance=3.471



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.264
clique2_consensus_distance=5.433


[E35B10 |   4224/60000 (  7%) ] Loss: 0.0599 top1= 98.2955

=== Log global consensus distance @ E35B10 ===
consensus_distance=3.472



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.263
clique2_consensus_distance=5.438


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.0670 top1= 98.2955

=== Log global consensus distance @ E35B20 ===
consensus_distance=3.476



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.265
clique2_consensus_distance=5.443



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.5571 top1= 28.3654


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.2368 top1= 27.3538

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.0346 top1= 99.1477

=== Log global consensus distance @ E36B0 ===
consensus_distance=3.479



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.267
clique2_consensus_distance=5.450


[E36B10 |   4224/60000 (  7%) ] Loss: 0.0597 top1= 98.2955

=== Log global consensus distance @ E36B10 ===
consensus_distance=3.481



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.267
clique2_consensus_distance=5.452


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.0658 top1= 98.0114

=== Log global consensus distance @ E36B20 ===
consensus_distance=3.483



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.267
clique2_consensus_distance=5.456



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.5660 top1= 28.2953


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.2572 top1= 27.4038

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.0326 top1= 99.1477

=== Log global consensus distance @ E37B0 ===
consensus_distance=3.486



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.269
clique2_consensus_distance=5.462


[E37B10 |   4224/60000 (  7%) ] Loss: 0.0608 top1= 98.2955

=== Log global consensus distance @ E37B10 ===
consensus_distance=3.488



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.270
clique2_consensus_distance=5.466


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.0583 top1= 98.8636

=== Log global consensus distance @ E37B20 ===
consensus_distance=3.489



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.270
clique2_consensus_distance=5.470



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.6000 top1= 28.4255


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.2808 top1= 27.3838

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.0327 top1= 99.1477

=== Log global consensus distance @ E38B0 ===
consensus_distance=3.493



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.271
clique2_consensus_distance=5.476


[E38B10 |   4224/60000 (  7%) ] Loss: 0.0523 top1= 98.5795

=== Log global consensus distance @ E38B10 ===
consensus_distance=3.495



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.273
clique2_consensus_distance=5.481


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.0586 top1= 98.5795

=== Log global consensus distance @ E38B20 ===
consensus_distance=3.498



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.274
clique2_consensus_distance=5.485



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.6252 top1= 28.1550


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.2974 top1= 27.3838

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.0308 top1= 99.1477

=== Log global consensus distance @ E39B0 ===
consensus_distance=3.501



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.276
clique2_consensus_distance=5.490


[E39B10 |   4224/60000 (  7%) ] Loss: 0.0498 top1= 98.2955

=== Log global consensus distance @ E39B10 ===
consensus_distance=3.502



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.276
clique2_consensus_distance=5.494


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.0551 top1= 98.8636

=== Log global consensus distance @ E39B20 ===
consensus_distance=3.504



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.276
clique2_consensus_distance=5.498



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.6400 top1= 28.1150


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.3235 top1= 27.4339

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.0285 top1= 99.4318

=== Log global consensus distance @ E40B0 ===
consensus_distance=3.508



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.278
clique2_consensus_distance=5.503


[E40B10 |   4224/60000 (  7%) ] Loss: 0.0507 top1= 98.2955

=== Log global consensus distance @ E40B10 ===
consensus_distance=3.508



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.278
clique2_consensus_distance=5.505


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.0516 top1= 98.8636

=== Log global consensus distance @ E40B20 ===
consensus_distance=3.510



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.277
clique2_consensus_distance=5.511



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.6688 top1= 28.1651


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.3351 top1= 27.4740

