
=== 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)
=> Add worker ByzantineWorker(index=12)

=== Start adding graph ===
TwoCliquesWithByzantine(m=5,b=2)

Train epoch 1
[E 1B0  |    416/60000 (  1%) ] Loss: 2.3120 top1=  8.2386

=== Peeking data label distribution E1B0 ===
Worker 0 has targets: tensor([0, 0, 0, 0, 0], device='cuda:0')
Worker 1 has targets: tensor([1, 0, 1, 1, 1], device='cuda:0')
Worker 2 has targets: tensor([1, 1, 2, 2, 2], device='cuda:0')
Worker 3 has targets: tensor([2, 2, 2, 2, 2], device='cuda:0')
Worker 4 has targets: tensor([3, 3, 3, 3, 3], device='cuda:0')
Worker 5 has targets: tensor([4, 3, 4, 4, 4], device='cuda:0')
Worker 6 has targets: tensor([5, 4, 5, 5, 5], device='cuda:0')
Worker 7 has targets: tensor([5, 5, 6, 5, 6], device='cuda:0')
Worker 8 has targets: tensor([6, 6, 6, 6, 6], device='cuda:0')
Worker 9 has targets: tensor([7, 7, 7, 7, 7], device='cuda:0')
Worker 10 has targets: tensor([8, 7, 8, 8, 8], device='cuda:0')
Worker 11 has targets: tensor([9, 8, 9, 9, 9], device='cuda:0')
Worker 12 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 |   4576/60000 (  8%) ] Loss: 1.7717 top1= 61.0795

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.164



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.071


[E 1B20 |   8736/60000 ( 15%) ] Loss: 1.1591 top1= 68.7500

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.287



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.478



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.6251 top1=  9.7756


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5369 top1= 20.8834


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4393 top1= 16.6867

Train epoch 2
[E 2B0  |    416/60000 (  1%) ] Loss: 0.8157 top1= 78.6932

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.376



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.010
clique2_consensus_distance=0.649


[E 2B10 |   4576/60000 (  8%) ] Loss: 0.7320 top1= 78.6932

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.406



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.022
clique2_consensus_distance=0.725


[E 2B20 |   8736/60000 ( 15%) ] Loss: 0.5746 top1= 83.8068

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.431



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.029
clique2_consensus_distance=0.787



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.8629 top1= 11.0477


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.1607 top1= 22.0353


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6132 top1=  8.9844

Train epoch 3
[E 3B0  |    416/60000 (  1%) ] Loss: 0.5295 top1= 84.0909

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.609



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.035
clique2_consensus_distance=1.065


[E 3B10 |   4576/60000 (  8%) ] Loss: 0.5512 top1= 82.1023

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.886



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.040
clique2_consensus_distance=1.110


[E 3B20 |   8736/60000 ( 15%) ] Loss: 0.4357 top1= 88.3523

=== Log global consensus distance @ E3B20 ===
consensus_distance=1.035



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.044
clique2_consensus_distance=1.705



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.3099 top1= 14.2428


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.1945 top1= 23.0569


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7947 top1= 15.0140

Train epoch 4
[E 4B0  |    416/60000 (  1%) ] Loss: 0.3004 top1= 92.3295

=== Log global consensus distance @ E4B0 ===
consensus_distance=1.039



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.045
clique2_consensus_distance=1.709


[E 4B10 |   4576/60000 (  8%) ] Loss: 0.3355 top1= 89.4886

=== Log global consensus distance @ E4B10 ===
consensus_distance=1.057



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.050
clique2_consensus_distance=1.753


[E 4B20 |   8736/60000 ( 15%) ] Loss: 0.2607 top1= 91.4773

=== Log global consensus distance @ E4B20 ===
consensus_distance=1.073



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.053
clique2_consensus_distance=1.790



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.3814 top1= 14.6534


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.5954 top1= 22.8666


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8889 top1= 10.4267

Train epoch 5
[E 5B0  |    416/60000 (  1%) ] Loss: 0.2817 top1= 90.0568

=== Log global consensus distance @ E5B0 ===
consensus_distance=1.086



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.056
clique2_consensus_distance=1.822


[E 5B10 |   4576/60000 (  8%) ] Loss: 0.3103 top1= 88.0682

=== Log global consensus distance @ E5B10 ===
consensus_distance=1.099



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.059
clique2_consensus_distance=1.852


[E 5B20 |   8736/60000 ( 15%) ] Loss: 0.2462 top1= 90.9091

=== Log global consensus distance @ E5B20 ===
consensus_distance=1.111



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.062
clique2_consensus_distance=1.878



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.4457 top1= 15.0641


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.8556 top1= 21.2841


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9821 top1=  9.4251

Train epoch 6
[E 6B0  |    416/60000 (  1%) ] Loss: 0.2718 top1= 89.7727

=== Log global consensus distance @ E6B0 ===
consensus_distance=1.121



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.064
clique2_consensus_distance=1.903


[E 6B10 |   4576/60000 (  8%) ] Loss: 0.2872 top1= 88.3523

=== Log global consensus distance @ E6B10 ===
consensus_distance=1.132



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.066
clique2_consensus_distance=1.927


[E 6B20 |   8736/60000 ( 15%) ] Loss: 0.2354 top1= 90.9091

=== Log global consensus distance @ E6B20 ===
consensus_distance=1.142



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.068
clique2_consensus_distance=1.949



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.5024 top1= 15.2544


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9530 top1= 22.2656


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0581 top1=  9.6554

Train epoch 7
[E 7B0  |    416/60000 (  1%) ] Loss: 0.2669 top1= 90.0568

=== Log global consensus distance @ E7B0 ===
consensus_distance=1.146



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.068
clique2_consensus_distance=1.955


[E 7B10 |   4576/60000 (  8%) ] Loss: 0.2193 top1= 92.0455

=== Log global consensus distance @ E7B10 ===
consensus_distance=1.155



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.071
clique2_consensus_distance=1.976


[E 7B20 |   8736/60000 ( 15%) ] Loss: 0.1757 top1= 93.4659

=== Log global consensus distance @ E7B20 ===
consensus_distance=1.165



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.073
clique2_consensus_distance=1.997



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.5659 top1= 15.3045


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.0052 top1= 22.4659


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1345 top1=  9.8858

Train epoch 8
[E 8B0  |    416/60000 (  1%) ] Loss: 0.2035 top1= 92.0455

=== Log global consensus distance @ E8B0 ===
consensus_distance=1.173



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.075
clique2_consensus_distance=2.016


[E 8B10 |   4576/60000 (  8%) ] Loss: 0.2172 top1= 91.7614

=== Log global consensus distance @ E8B10 ===
consensus_distance=1.181



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.077
clique2_consensus_distance=2.035


[E 8B20 |   8736/60000 ( 15%) ] Loss: 0.1737 top1= 93.4659

=== Log global consensus distance @ E8B20 ===
consensus_distance=1.189



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.078
clique2_consensus_distance=2.052



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.6314 top1= 15.3345


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.1636 top1= 21.6046


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2113 top1= 10.1262

Train epoch 9
[E 9B0  |    416/60000 (  1%) ] Loss: 0.2032 top1= 91.7614

=== Log global consensus distance @ E9B0 ===
consensus_distance=1.196



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.080
clique2_consensus_distance=2.068


[E 9B10 |   4576/60000 (  8%) ] Loss: 0.2034 top1= 92.6136

=== Log global consensus distance @ E9B10 ===
consensus_distance=1.637



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.081
clique2_consensus_distance=2.696


[E 9B20 |   8736/60000 ( 15%) ] Loss: 0.1579 top1= 94.0341

=== Log global consensus distance @ E9B20 ===
consensus_distance=1.643



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.083
clique2_consensus_distance=2.708



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.1625 top1= 16.7368


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.2492 top1= 21.9151


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3346 top1= 15.3345

Train epoch 10
[E10B0  |    416/60000 (  1%) ] Loss: 0.1875 top1= 92.8977

=== Log global consensus distance @ E10B0 ===
consensus_distance=1.648



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.083
clique2_consensus_distance=2.724


[E10B10 |   4576/60000 (  8%) ] Loss: 0.1855 top1= 93.4659

=== Log global consensus distance @ E10B10 ===
consensus_distance=1.654



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.085
clique2_consensus_distance=2.736


[E10B20 |   8736/60000 ( 15%) ] Loss: 0.1623 top1= 93.7500

=== Log global consensus distance @ E10B20 ===
consensus_distance=1.659



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.086
clique2_consensus_distance=2.748



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.2441 top1= 16.6466


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.3448 top1= 21.4944


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3939 top1= 15.0441

Train epoch 11
[E11B0  |    416/60000 (  1%) ] Loss: 0.1794 top1= 93.1818

=== Log global consensus distance @ E11B0 ===
consensus_distance=1.665



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.088
clique2_consensus_distance=2.762


[E11B10 |   4576/60000 (  8%) ] Loss: 0.1905 top1= 92.6136

=== Log global consensus distance @ E11B10 ===
consensus_distance=1.671



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.089
clique2_consensus_distance=2.774


[E11B20 |   8736/60000 ( 15%) ] Loss: 0.1678 top1= 94.0341

=== Log global consensus distance @ E11B20 ===
consensus_distance=1.676



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.090
clique2_consensus_distance=2.785



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.3056 top1= 16.6166


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.2050 top1= 23.9083


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4472 top1= 14.8037

Train epoch 12
[E12B0  |    416/60000 (  1%) ] Loss: 0.1343 top1= 96.3068

=== Log global consensus distance @ E12B0 ===
consensus_distance=1.676



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.091
clique2_consensus_distance=2.782


[E12B10 |   4576/60000 (  8%) ] Loss: 0.1443 top1= 94.8864

=== Log global consensus distance @ E12B10 ===
consensus_distance=1.682



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.092
clique2_consensus_distance=2.795


[E12B20 |   8736/60000 ( 15%) ] Loss: 0.1151 top1= 95.7386

=== Log global consensus distance @ E12B20 ===
consensus_distance=1.687



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.094
clique2_consensus_distance=2.807



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.3736 top1= 16.5164


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.3466 top1= 22.9167


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4969 top1= 14.7236

Train epoch 13
[E13B0  |    416/60000 (  1%) ] Loss: 0.1521 top1= 94.8864

=== Log global consensus distance @ E13B0 ===
consensus_distance=1.692



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.095
clique2_consensus_distance=2.819


[E13B10 |   4576/60000 (  8%) ] Loss: 0.1450 top1= 94.6023

=== Log global consensus distance @ E13B10 ===
consensus_distance=1.698



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.096
clique2_consensus_distance=2.831


[E13B20 |   8736/60000 ( 15%) ] Loss: 0.1237 top1= 95.1705

=== Log global consensus distance @ E13B20 ===
consensus_distance=1.702



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.097
clique2_consensus_distance=2.840



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.4236 top1= 16.4764


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.4423 top1= 22.4960


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5473 top1= 14.2728

Train epoch 14
[E14B0  |    416/60000 (  1%) ] Loss: 0.1463 top1= 94.8864

=== Log global consensus distance @ E14B0 ===
consensus_distance=1.706



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.098
clique2_consensus_distance=2.851


[E14B10 |   4576/60000 (  8%) ] Loss: 0.1400 top1= 94.6023

=== Log global consensus distance @ E14B10 ===
consensus_distance=1.710



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.099
clique2_consensus_distance=2.858


[E14B20 |   8736/60000 ( 15%) ] Loss: 0.1190 top1= 95.1705

=== Log global consensus distance @ E14B20 ===
consensus_distance=1.714



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.100
clique2_consensus_distance=2.867



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.4671 top1= 16.4163


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.4978 top1= 22.6863


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5989 top1= 13.6218

Train epoch 15
[E15B0  |    416/60000 (  1%) ] Loss: 0.1397 top1= 94.8864

=== Log global consensus distance @ E15B0 ===
consensus_distance=1.719



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.101
clique2_consensus_distance=2.878


[E15B10 |   4576/60000 (  8%) ] Loss: 0.1367 top1= 94.8864

=== Log global consensus distance @ E15B10 ===
consensus_distance=1.723



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.102
clique2_consensus_distance=2.887


[E15B20 |   8736/60000 ( 15%) ] Loss: 0.1264 top1= 94.6023

=== Log global consensus distance @ E15B20 ===
consensus_distance=1.727



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.103
clique2_consensus_distance=2.895



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.8412 top1= 17.1775


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.5253 top1= 22.8365


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6792 top1= 18.3994

Train epoch 16
[E16B0  |    416/60000 (  1%) ] Loss: 0.1366 top1= 95.1705

=== Log global consensus distance @ E16B0 ===
consensus_distance=2.035



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.104
clique2_consensus_distance=3.332


[E16B10 |   4576/60000 (  8%) ] Loss: 0.1307 top1= 95.1705

=== Log global consensus distance @ E16B10 ===
consensus_distance=2.039



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.105
clique2_consensus_distance=3.341


[E16B20 |   8736/60000 ( 15%) ] Loss: 0.0686 top1= 98.5795

=== Log global consensus distance @ E16B20 ===
consensus_distance=2.039



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.105
clique2_consensus_distance=3.337



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.9130 top1= 17.0373


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.4263 top1= 24.2188


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7332 top1= 17.8686

Train epoch 17
[E17B0  |    416/60000 (  1%) ] Loss: 0.1063 top1= 96.3068

=== Log global consensus distance @ E17B0 ===
consensus_distance=2.043



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.107
clique2_consensus_distance=3.346


[E17B10 |   4576/60000 (  8%) ] Loss: 0.1066 top1= 96.3068

=== Log global consensus distance @ E17B10 ===
consensus_distance=2.047



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.108
clique2_consensus_distance=3.356


[E17B20 |   8736/60000 ( 15%) ] Loss: 0.0931 top1= 97.4432

=== Log global consensus distance @ E17B20 ===
consensus_distance=2.051



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.109
clique2_consensus_distance=3.365



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.9839 top1= 16.8670


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.5621 top1= 23.3874


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7710 top1= 17.8686

Train epoch 18
[E18B0  |    416/60000 (  1%) ] Loss: 0.1196 top1= 95.7386

=== Log global consensus distance @ E18B0 ===
consensus_distance=2.055



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.110
clique2_consensus_distance=3.374


[E18B10 |   4576/60000 (  8%) ] Loss: 0.1075 top1= 95.7386

=== Log global consensus distance @ E18B10 ===
consensus_distance=2.058



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.111
clique2_consensus_distance=3.382


[E18B20 |   8736/60000 ( 15%) ] Loss: 0.0990 top1= 96.8750

=== Log global consensus distance @ E18B20 ===
consensus_distance=2.061



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.112
clique2_consensus_distance=3.389



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.0257 top1= 16.7768


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.5135 top1= 24.2788


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8040 top1= 17.5881

Train epoch 19
[E19B0  |    416/60000 (  1%) ] Loss: 0.0890 top1= 96.8750

=== Log global consensus distance @ E19B0 ===
consensus_distance=2.063



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.113
clique2_consensus_distance=3.390


[E19B10 |   4576/60000 (  8%) ] Loss: 0.0983 top1= 96.8750

=== Log global consensus distance @ E19B10 ===
consensus_distance=2.067



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.114
clique2_consensus_distance=3.399


[E19B20 |   8736/60000 ( 15%) ] Loss: 0.0842 top1= 97.7273

=== Log global consensus distance @ E19B20 ===
consensus_distance=2.070



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.114
clique2_consensus_distance=3.407



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.0807 top1= 16.7568


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.6385 top1= 23.5677


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8472 top1= 17.1274

Train epoch 20
[E20B0  |    416/60000 (  1%) ] Loss: 0.1070 top1= 96.3068

=== Log global consensus distance @ E20B0 ===
consensus_distance=2.073



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.115
clique2_consensus_distance=3.415


[E20B10 |   4576/60000 (  8%) ] Loss: 0.1126 top1= 95.4545

=== Log global consensus distance @ E20B10 ===
consensus_distance=2.076



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.116
clique2_consensus_distance=3.422


[E20B20 |   8736/60000 ( 15%) ] Loss: 0.0778 top1= 97.7273

=== Log global consensus distance @ E20B20 ===
consensus_distance=2.079



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.117
clique2_consensus_distance=3.426



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.1333 top1= 16.6967


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.6891 top1= 23.5377


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8781 top1= 16.9972

Train epoch 21
[E21B0  |    416/60000 (  1%) ] Loss: 0.1071 top1= 96.3068

=== Log global consensus distance @ E21B0 ===
consensus_distance=2.476



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.118
clique2_consensus_distance=3.435


[E21B10 |   4576/60000 (  8%) ] Loss: 0.1027 top1= 96.0227

=== Log global consensus distance @ E21B10 ===
consensus_distance=2.456



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.119
clique2_consensus_distance=3.959


[E21B20 |   8736/60000 ( 15%) ] Loss: 0.0612 top1= 98.2955

=== Log global consensus distance @ E21B20 ===
consensus_distance=2.456



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.121
clique2_consensus_distance=3.957



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.5881 top1= 17.3578


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.5802 top1= 24.6595


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.0016 top1= 19.5813

Train epoch 22
[E22B0  |    416/60000 (  1%) ] Loss: 0.0854 top1= 96.5909

=== Log global consensus distance @ E22B0 ===
consensus_distance=2.460



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.122
clique2_consensus_distance=3.967


[E22B10 |   4576/60000 (  8%) ] Loss: 0.0808 top1= 97.7273

=== Log global consensus distance @ E22B10 ===
consensus_distance=3.400



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.123
clique2_consensus_distance=5.282


[E22B20 |   8736/60000 ( 15%) ] Loss: 0.0668 top1= 98.2955

=== Log global consensus distance @ E22B20 ===
consensus_distance=3.402



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.124
clique2_consensus_distance=5.287



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.5415 top1= 18.2292


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.6350 top1= 24.7496


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.3371 top1= 17.1074

Train epoch 23
[E23B0  |    416/60000 (  1%) ] Loss: 0.0887 top1= 96.8750

=== Log global consensus distance @ E23B0 ===
consensus_distance=3.403



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.124
clique2_consensus_distance=5.290


[E23B10 |   4576/60000 (  8%) ] Loss: 0.0787 top1= 98.2955

=== Log global consensus distance @ E23B10 ===
consensus_distance=3.406



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.125
clique2_consensus_distance=5.298


[E23B20 |   8736/60000 ( 15%) ] Loss: 0.0623 top1= 98.2955

=== Log global consensus distance @ E23B20 ===
consensus_distance=3.406



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.127
clique2_consensus_distance=5.296



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.6394 top1= 18.1791


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.6524 top1= 24.9299


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.3716 top1= 17.0072

Train epoch 24
[E24B0  |    416/60000 (  1%) ] Loss: 0.0788 top1= 96.8750

=== Log global consensus distance @ E24B0 ===
consensus_distance=3.409



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.127
clique2_consensus_distance=5.304


[E24B10 |   4576/60000 (  8%) ] Loss: 0.0741 top1= 98.2955

=== Log global consensus distance @ E24B10 ===
consensus_distance=3.411



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.128
clique2_consensus_distance=5.311


[E24B20 |   8736/60000 ( 15%) ] Loss: 0.0660 top1= 98.2955

=== Log global consensus distance @ E24B20 ===
consensus_distance=3.414



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.129
clique2_consensus_distance=5.318



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.7342 top1= 18.1390


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.7599 top1= 24.3990


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.4176 top1= 16.9772

Train epoch 25
[E25B0  |    416/60000 (  1%) ] Loss: 0.0845 top1= 96.8750

=== Log global consensus distance @ E25B0 ===
consensus_distance=3.415



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.130
clique2_consensus_distance=5.321


[E25B10 |   4576/60000 (  8%) ] Loss: 0.0794 top1= 97.7273

=== Log global consensus distance @ E25B10 ===
consensus_distance=3.418



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.130
clique2_consensus_distance=5.327


[E25B20 |   8736/60000 ( 15%) ] Loss: 0.0655 top1= 98.2955

=== Log global consensus distance @ E25B20 ===
consensus_distance=3.420



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.131
clique2_consensus_distance=5.333



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=7.2989 top1= 18.4896


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.8295 top1= 24.1086


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.7013 top1= 14.8237

Train epoch 26
[E26B0  |    416/60000 (  1%) ] Loss: 0.0913 top1= 97.1591

=== Log global consensus distance @ E26B0 ===
consensus_distance=4.062



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.132
clique2_consensus_distance=6.228


[E26B10 |   4576/60000 (  8%) ] Loss: 0.0568 top1= 99.1477

=== Log global consensus distance @ E26B10 ===
consensus_distance=4.060



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.133
clique2_consensus_distance=6.222


[E26B20 |   8736/60000 ( 15%) ] Loss: 0.0571 top1= 98.2955

=== Log global consensus distance @ E26B20 ===
consensus_distance=4.063



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.134
clique2_consensus_distance=6.227



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=7.4317 top1= 18.3894


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.7707 top1= 24.9299


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.7380 top1= 14.6534

Train epoch 27
[E27B0  |    416/60000 (  1%) ] Loss: 0.0810 top1= 97.4432

=== Log global consensus distance @ E27B0 ===
consensus_distance=4.065



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.135
clique2_consensus_distance=6.234


[E27B10 |   4576/60000 (  8%) ] Loss: 0.0550 top1= 98.5795

=== Log global consensus distance @ E27B10 ===
consensus_distance=4.067



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.136
clique2_consensus_distance=6.240


[E27B20 |   8736/60000 ( 15%) ] Loss: 0.0587 top1= 98.2955

=== Log global consensus distance @ E27B20 ===
consensus_distance=4.068



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.137
clique2_consensus_distance=6.242



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=7.5117 top1= 18.3494


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.8210 top1= 24.9399


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.7844 top1= 14.6534

Train epoch 28
[E28B0  |    416/60000 (  1%) ] Loss: 0.0756 top1= 97.7273

=== Log global consensus distance @ E28B0 ===
consensus_distance=4.071



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.137
clique2_consensus_distance=6.250


[E28B10 |   4576/60000 (  8%) ] Loss: 0.0646 top1= 98.2955

=== Log global consensus distance @ E28B10 ===
consensus_distance=4.071



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.139
clique2_consensus_distance=6.249


[E28B20 |   8736/60000 ( 15%) ] Loss: 0.0484 top1= 98.8636

=== Log global consensus distance @ E28B20 ===
consensus_distance=4.074



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.139
clique2_consensus_distance=6.255



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=7.5740 top1= 18.3393


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.8318 top1= 25.1102


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.8149 top1= 14.7035

Train epoch 29
[E29B0  |    416/60000 (  1%) ] Loss: 0.0743 top1= 97.7273

=== Log global consensus distance @ E29B0 ===
consensus_distance=4.076



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.140
clique2_consensus_distance=6.262


[E29B10 |   4576/60000 (  8%) ] Loss: 0.0609 top1= 98.2955

=== Log global consensus distance @ E29B10 ===
consensus_distance=4.079



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.140
clique2_consensus_distance=6.269


[E29B20 |   8736/60000 ( 15%) ] Loss: 0.0485 top1= 98.5795

=== Log global consensus distance @ E29B20 ===
consensus_distance=4.080



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.141
clique2_consensus_distance=6.271



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=7.6618 top1= 18.2792


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.8548 top1= 25.2804


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.8539 top1= 14.6134

Train epoch 30
[E30B0  |    416/60000 (  1%) ] Loss: 0.0709 top1= 97.7273

=== Log global consensus distance @ E30B0 ===
consensus_distance=4.081



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.142
clique2_consensus_distance=6.273


[E30B10 |   4576/60000 (  8%) ] Loss: 0.0561 top1= 98.5795

=== Log global consensus distance @ E30B10 ===
consensus_distance=4.084



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.143
clique2_consensus_distance=6.279


[E30B20 |   8736/60000 ( 15%) ] Loss: 0.0529 top1= 98.5795

=== Log global consensus distance @ E30B20 ===
consensus_distance=4.855



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.144
clique2_consensus_distance=7.352



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=8.3049 top1= 18.7800


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.8659 top1= 25.8714


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.2053 top1= 14.1126

Train epoch 31
[E31B0  |    416/60000 (  1%) ] Loss: 0.0727 top1= 97.7273

=== Log global consensus distance @ E31B0 ===
consensus_distance=4.855



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.145
clique2_consensus_distance=7.350


[E31B10 |   4576/60000 (  8%) ] Loss: 0.0513 top1= 98.8636

=== Log global consensus distance @ E31B10 ===
consensus_distance=4.857



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.146
clique2_consensus_distance=7.355


[E31B20 |   8736/60000 ( 15%) ] Loss: 0.0433 top1= 98.8636

=== Log global consensus distance @ E31B20 ===
consensus_distance=4.858



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.146
clique2_consensus_distance=7.359



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=9.7706 top1= 19.9920


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.9281 top1= 25.0100


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.0821 top1= 16.3161

Train epoch 32
[E32B0  |    416/60000 (  1%) ] Loss: 0.0751 top1= 97.7273

=== Log global consensus distance @ E32B0 ===
consensus_distance=6.791



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.147
clique2_consensus_distance=10.031


[E32B10 |   4576/60000 (  8%) ] Loss: 0.0507 top1= 99.1477

=== Log global consensus distance @ E32B10 ===
consensus_distance=6.790



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.148
clique2_consensus_distance=10.032


[E32B20 |   8736/60000 ( 15%) ] Loss: 0.0447 top1= 98.8636

=== Log global consensus distance @ E32B20 ===
consensus_distance=6.789



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.148
clique2_consensus_distance=10.032



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=10.0211 top1= 19.8918


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.9649 top1= 25.0000


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.1689 top1= 16.2059

Train epoch 33
[E33B0  |    416/60000 (  1%) ] Loss: 0.0735 top1= 97.7273

=== Log global consensus distance @ E33B0 ===
consensus_distance=6.791



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.149
clique2_consensus_distance=10.037


[E33B10 |   4576/60000 (  8%) ] Loss: 0.0460 top1= 99.4318

=== Log global consensus distance @ E33B10 ===
consensus_distance=6.790



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.150
clique2_consensus_distance=10.033


[E33B20 |   8736/60000 ( 15%) ] Loss: 0.0421 top1= 98.8636

=== Log global consensus distance @ E33B20 ===
consensus_distance=8.103



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.151
clique2_consensus_distance=11.844



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=10.9685 top1= 20.7232


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.9754 top1= 25.5308


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.7644 top1= 17.0873

Train epoch 34
[E34B0  |    416/60000 (  1%) ] Loss: 0.0636 top1= 97.7273

=== Log global consensus distance @ E34B0 ===
consensus_distance=8.103



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.151
clique2_consensus_distance=11.847


[E34B10 |   4576/60000 (  8%) ] Loss: 0.0492 top1= 98.8636

=== Log global consensus distance @ E34B10 ===
consensus_distance=8.103



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.151
clique2_consensus_distance=11.852


[E34B20 |   8736/60000 ( 15%) ] Loss: 0.0440 top1= 98.5795

=== Log global consensus distance @ E34B20 ===
consensus_distance=8.102



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.152
clique2_consensus_distance=11.848



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=11.1743 top1= 20.5929


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.9366 top1= 26.5425


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.8370 top1= 17.0272

Train epoch 35
[E35B0  |    416/60000 (  1%) ] Loss: 0.0467 top1= 98.2955

=== Log global consensus distance @ E35B0 ===
consensus_distance=8.103



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.153
clique2_consensus_distance=11.850


[E35B10 |   4576/60000 (  8%) ] Loss: 0.0451 top1= 99.1477

=== Log global consensus distance @ E35B10 ===
consensus_distance=8.106



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.154
clique2_consensus_distance=11.859


[E35B20 |   8736/60000 ( 15%) ] Loss: 0.0455 top1= 98.2955

=== Log global consensus distance @ E35B20 ===
consensus_distance=9.680



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.155
clique2_consensus_distance=14.024



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=12.2576 top1= 21.6546


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.9299 top1= 27.1334


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.5214 top1= 18.0589

Train epoch 36
[E36B0  |    416/60000 (  1%) ] Loss: 0.0524 top1= 97.7273

=== Log global consensus distance @ E36B0 ===
consensus_distance=9.677



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.156
clique2_consensus_distance=14.016


[E36B10 |   4576/60000 (  8%) ] Loss: 0.0409 top1= 99.1477

=== Log global consensus distance @ E36B10 ===
consensus_distance=11.564



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.156
clique2_consensus_distance=16.607


[E36B20 |   8736/60000 ( 15%) ] Loss: 0.0381 top1= 99.1477

=== Log global consensus distance @ E36B20 ===
consensus_distance=13.828



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.157
clique2_consensus_distance=19.708



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=14.7365 top1= 24.4992


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.0412 top1= 25.6811


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=9.0786 top1= 19.9820

Train epoch 37
[E37B0  |    416/60000 (  1%) ] Loss: 0.0679 top1= 97.7273

=== Log global consensus distance @ E37B0 ===
consensus_distance=13.826



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.158
clique2_consensus_distance=19.709


[E37B10 |   4576/60000 (  8%) ] Loss: 0.0445 top1= 99.1477

=== Log global consensus distance @ E37B10 ===
consensus_distance=16.538



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.158
clique2_consensus_distance=23.417


[E37B20 |   8736/60000 ( 15%) ] Loss: 0.0379 top1= 99.1477

=== Log global consensus distance @ E37B20 ===
consensus_distance=16.534



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.159
clique2_consensus_distance=23.413



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=16.4309 top1= 25.6811


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.9810 top1= 26.9331


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=10.0804 top1= 20.9135

Train epoch 38
[E38B0  |    416/60000 (  1%) ] Loss: 0.0478 top1= 98.5795

=== Log global consensus distance @ E38B0 ===
consensus_distance=16.532



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.160
clique2_consensus_distance=23.410


[E38B10 |   4576/60000 (  8%) ] Loss: 0.0385 top1= 99.4318

=== Log global consensus distance @ E38B10 ===
consensus_distance=16.533



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.160
clique2_consensus_distance=23.414


[E38B20 |   8736/60000 ( 15%) ] Loss: 0.0356 top1= 99.1477

=== Log global consensus distance @ E38B20 ===
consensus_distance=19.786



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.161
clique2_consensus_distance=27.856



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=18.2511 top1= 26.3421


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.0913 top1= 25.7512


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=11.1701 top1= 21.7047

Train epoch 39
[E39B0  |    416/60000 (  1%) ] Loss: 0.0527 top1= 98.2955

=== Log global consensus distance @ E39B0 ===
consensus_distance=19.787



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.161
clique2_consensus_distance=27.861


[E39B10 |   4576/60000 (  8%) ] Loss: 0.0388 top1= 99.4318

=== Log global consensus distance @ E39B10 ===
consensus_distance=23.688



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.162
clique2_consensus_distance=33.181


[E39B20 |   8736/60000 ( 15%) ] Loss: 0.0287 top1= 99.4318

=== Log global consensus distance @ E39B20 ===
consensus_distance=23.683



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.163
clique2_consensus_distance=33.169



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=20.0262 top1= 26.9932


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.0032 top1= 27.4038


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=12.3504 top1= 22.9267

Train epoch 40
[E40B0  |    416/60000 (  1%) ] Loss: 0.0462 top1= 98.2955

=== Log global consensus distance @ E40B0 ===
consensus_distance=23.686



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.164
clique2_consensus_distance=33.175


[E40B10 |   4576/60000 (  8%) ] Loss: 0.0372 top1= 99.4318

=== Log global consensus distance @ E40B10 ===
consensus_distance=23.690



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.165
clique2_consensus_distance=33.188


[E40B20 |   8736/60000 ( 15%) ] Loss: 0.0253 top1= 99.7159

=== Log global consensus distance @ E40B20 ===
consensus_distance=23.687



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.165
clique2_consensus_distance=33.181



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=23.0842 top1= 27.7644


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.9913 top1= 28.1250


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=13.6252 top1= 24.0485

