
=== 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: 2.2461 top1= 22.1591

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E 1B20 |   8736/60000 ( 15%) ] Loss: 2.1824 top1= 32.6705

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2868 top1= 13.6018


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2917 top1= 25.2103


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3009 top1= 10.0060

Train epoch 2
[E 2B0  |    416/60000 (  1%) ] Loss: 2.1077 top1= 39.4886

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E 2B10 |   4576/60000 (  8%) ] Loss: 2.0520 top1= 38.0682

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E 2B20 |   8736/60000 ( 15%) ] Loss: 1.9774 top1= 39.4886

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.013



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2703 top1= 18.1190


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3068 top1= 24.7596


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3151 top1= 11.7588

Train epoch 3
[E 3B0  |    416/60000 (  1%) ] Loss: 1.8930 top1= 45.1705

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.019



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055


[E 3B10 |   4576/60000 (  8%) ] Loss: 1.8448 top1= 43.4659

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.025



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.074


[E 3B20 |   8736/60000 ( 15%) ] Loss: 1.7782 top1= 45.1705

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.031



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.094



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2528 top1= 21.4844


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3579 top1= 23.7881


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3471 top1= 15.7552

Train epoch 4
[E 4B0  |    416/60000 (  1%) ] Loss: 1.7019 top1= 49.1477

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.039



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.118


[E 4B10 |   4576/60000 (  8%) ] Loss: 1.6724 top1= 47.7273

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.046



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.142


[E 4B20 |   8736/60000 ( 15%) ] Loss: 1.6249 top1= 48.5795

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.054



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.169



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2364 top1= 17.5481


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4245 top1= 24.9199


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3943 top1= 17.6583

Train epoch 5
[E 5B0  |    416/60000 (  1%) ] Loss: 1.5621 top1= 50.5682

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.063



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.199


[E 5B10 |   4576/60000 (  8%) ] Loss: 1.5461 top1= 49.1477

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.072



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.229


[E 5B20 |   8736/60000 ( 15%) ] Loss: 1.5154 top1= 51.7045

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.081



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.262



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2202 top1= 15.6550


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4771 top1= 25.5008


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4387 top1= 18.0088

Train epoch 6
[E 6B0  |    416/60000 (  1%) ] Loss: 1.4618 top1= 53.1250

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.091



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.298


[E 6B10 |   4576/60000 (  8%) ] Loss: 1.4525 top1= 52.5568

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.101



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.335


[E 6B20 |   8736/60000 ( 15%) ] Loss: 1.4348 top1= 51.1364

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.112



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.375



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2046 top1= 15.1643


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4971 top1= 25.8013


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4664 top1= 20.8133

Train epoch 7
[E 7B0  |    416/60000 (  1%) ] Loss: 1.3879 top1= 53.9773

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.124



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.417


[E 7B10 |   4576/60000 (  8%) ] Loss: 1.3807 top1= 52.8409

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.135



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.461


[E 7B20 |   8736/60000 ( 15%) ] Loss: 1.3740 top1= 53.1250

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.148



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.508



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1911 top1= 15.5148


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4848 top1= 25.9315


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4739 top1= 24.5192

Train epoch 8
[E 8B0  |    416/60000 (  1%) ] Loss: 1.3327 top1= 56.5341

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.161



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.558


[E 8B10 |   4576/60000 (  8%) ] Loss: 1.3261 top1= 56.8182

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.175



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.609


[E 8B20 |   8736/60000 ( 15%) ] Loss: 1.3279 top1= 54.5455

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.189



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.663



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1812 top1= 16.2460


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4513 top1= 26.2119


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4595 top1= 25.7111

Train epoch 9
[E 9B0  |    416/60000 (  1%) ] Loss: 1.2912 top1= 59.0909

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.204



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.721


[E 9B10 |   4576/60000 (  8%) ] Loss: 1.2838 top1= 57.9545

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.220



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.779


[E 9B20 |   8736/60000 ( 15%) ] Loss: 1.2924 top1= 58.5227

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.236



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.842



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1756 top1= 16.7768


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4093 top1= 26.7728


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4290 top1= 25.9816

Train epoch 10
[E10B0  |    416/60000 (  1%) ] Loss: 1.2586 top1= 59.3750

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.253



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.906


[E10B10 |   4576/60000 (  8%) ] Loss: 1.2499 top1= 58.8068

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.271



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.972


[E10B20 |   8736/60000 ( 15%) ] Loss: 1.2634 top1= 59.6591

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.289



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.043



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1742 top1= 17.4079


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3687 top1= 27.1735


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3908 top1= 26.0016

Train epoch 11
[E11B0  |    416/60000 (  1%) ] Loss: 1.2310 top1= 60.5114

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.308



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.114


[E11B10 |   4576/60000 (  8%) ] Loss: 1.2198 top1= 59.3750

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.327



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.188


[E11B20 |   8736/60000 ( 15%) ] Loss: 1.2362 top1= 61.9318

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.347



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.265



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1774 top1= 17.9287


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3366 top1= 27.4940


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3525 top1= 25.8814

Train epoch 12
[E12B0  |    416/60000 (  1%) ] Loss: 1.2039 top1= 62.2159

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.368



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.344


[E12B10 |   4576/60000 (  8%) ] Loss: 1.1892 top1= 61.3636

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.389



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.425


[E12B20 |   8736/60000 ( 15%) ] Loss: 1.2067 top1= 63.0682

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.411



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.510



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1857 top1= 18.1791


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3133 top1= 27.7845


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3197 top1= 25.8113

Train epoch 13
[E13B0  |    416/60000 (  1%) ] Loss: 1.1736 top1= 63.0682

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.434



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.597


[E13B10 |   4576/60000 (  8%) ] Loss: 1.1555 top1= 62.7841

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.457



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.685


[E13B20 |   8736/60000 ( 15%) ] Loss: 1.1727 top1= 65.6250

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.481



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.778



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1996 top1= 18.3494


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2986 top1= 28.0449


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2932 top1= 25.7512

Train epoch 14
[E14B0  |    416/60000 (  1%) ] Loss: 1.1395 top1= 64.2045

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.505



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.872


[E14B10 |   4576/60000 (  8%) ] Loss: 1.1182 top1= 65.9091

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.530



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.968


[E14B20 |   8736/60000 ( 15%) ] Loss: 1.1349 top1= 66.7614

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.557



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.068



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2197 top1= 18.5196


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2912 top1= 28.3153


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2721 top1= 25.7312

Train epoch 15
[E15B0  |    416/60000 (  1%) ] Loss: 1.1025 top1= 65.3409

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.583



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.169


[E15B10 |   4576/60000 (  8%) ] Loss: 1.0788 top1= 66.4773

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.610



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.272


[E15B20 |   8736/60000 ( 15%) ] Loss: 1.0939 top1= 67.0455

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.638



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.380



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2464 top1= 18.6198


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2904 top1= 28.4756


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2554 top1= 25.7111

Train epoch 16
[E16B0  |    416/60000 (  1%) ] Loss: 1.0638 top1= 67.3295

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.666



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.487


[E16B10 |   4576/60000 (  8%) ] Loss: 1.0385 top1= 67.6136

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.694



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.597


[E16B20 |   8736/60000 ( 15%) ] Loss: 1.0511 top1= 68.4659

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.724



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.711



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2795 top1= 18.7099


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2969 top1= 28.6859


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2413 top1= 25.7111

Train epoch 17
[E17B0  |    416/60000 (  1%) ] Loss: 1.0243 top1= 68.7500

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.753



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.824


[E17B10 |   4576/60000 (  8%) ] Loss: 0.9965 top1= 68.1818

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.783



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.940


[E17B20 |   8736/60000 ( 15%) ] Loss: 1.0066 top1= 70.7386

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.814



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.060



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.3172 top1= 18.7099


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3117 top1= 28.8762


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2288 top1= 25.9415

Train epoch 18
[E18B0  |    416/60000 (  1%) ] Loss: 0.9844 top1= 71.0227

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.845



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.178


[E18B10 |   4576/60000 (  8%) ] Loss: 0.9557 top1= 69.0341

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.877



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.299


[E18B20 |   8736/60000 ( 15%) ] Loss: 0.9646 top1= 73.2955

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.909



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.425



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.3600 top1= 18.7099


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3290 top1= 28.9263


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2184 top1= 26.8429

Train epoch 19
[E19B0  |    416/60000 (  1%) ] Loss: 0.9484 top1= 71.8750

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.942



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.548


[E19B10 |   4576/60000 (  8%) ] Loss: 0.9186 top1= 71.0227

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.974



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.673


[E19B20 |   8736/60000 ( 15%) ] Loss: 0.9258 top1= 75.5682

=== Log global consensus distance @ E19B20 ===
consensus_distance=1.008



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.803



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.4055 top1= 18.6498


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3471 top1= 28.9864


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2101 top1= 28.2652

Train epoch 20
[E20B0  |    416/60000 (  1%) ] Loss: 0.9159 top1= 72.7273

=== Log global consensus distance @ E20B0 ===
consensus_distance=1.041



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.931


[E20B10 |   4576/60000 (  8%) ] Loss: 0.8845 top1= 72.4432

=== Log global consensus distance @ E20B10 ===
consensus_distance=1.075



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.060


[E20B20 |   8736/60000 ( 15%) ] Loss: 0.8909 top1= 76.7045

=== Log global consensus distance @ E20B20 ===
consensus_distance=1.110



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.195



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.4530 top1= 18.6298


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3655 top1= 29.0765


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2044 top1= 29.3970

Train epoch 21
[E21B0  |    416/60000 (  1%) ] Loss: 0.8873 top1= 74.4318

=== Log global consensus distance @ E21B0 ===
consensus_distance=1.144



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.326


[E21B10 |   4576/60000 (  8%) ] Loss: 0.8539 top1= 73.8636

=== Log global consensus distance @ E21B10 ===
consensus_distance=1.179



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.458


[E21B20 |   8736/60000 ( 15%) ] Loss: 0.8593 top1= 77.5568

=== Log global consensus distance @ E21B20 ===
consensus_distance=1.215



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.598



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.5037 top1= 18.5196


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3844 top1= 29.1767


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2005 top1= 30.3586

Train epoch 22
[E22B0  |    416/60000 (  1%) ] Loss: 0.8619 top1= 75.5682

=== Log global consensus distance @ E22B0 ===
consensus_distance=1.250



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.733


[E22B10 |   4576/60000 (  8%) ] Loss: 0.8263 top1= 75.2841

=== Log global consensus distance @ E22B10 ===
consensus_distance=1.286



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.869


[E22B20 |   8736/60000 ( 15%) ] Loss: 0.8303 top1= 77.8409

=== Log global consensus distance @ E22B20 ===
consensus_distance=1.323



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.012



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.5561 top1= 18.3594


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4029 top1= 29.2468


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2014 top1= 31.1699

Train epoch 23
[E23B0  |    416/60000 (  1%) ] Loss: 0.8389 top1= 76.9886

=== Log global consensus distance @ E23B0 ===
consensus_distance=1.360



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.151


[E23B10 |   4576/60000 (  8%) ] Loss: 0.8015 top1= 76.1364

=== Log global consensus distance @ E23B10 ===
consensus_distance=1.396



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.291


[E23B20 |   8736/60000 ( 15%) ] Loss: 0.8038 top1= 78.4091

=== Log global consensus distance @ E23B20 ===
consensus_distance=1.435



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.439



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.6123 top1= 18.2192


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4206 top1= 29.3369


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2058 top1= 31.7408

Train epoch 24
[E24B0  |    416/60000 (  1%) ] Loss: 0.8181 top1= 77.8409

=== Log global consensus distance @ E24B0 ===
consensus_distance=1.472



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.581


[E24B10 |   4576/60000 (  8%) ] Loss: 0.7796 top1= 75.8523

=== Log global consensus distance @ E24B10 ===
consensus_distance=1.509



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.724


[E24B20 |   8736/60000 ( 15%) ] Loss: 0.7804 top1= 79.2614

=== Log global consensus distance @ E24B20 ===
consensus_distance=1.549



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.876



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.6709 top1= 18.0489


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4382 top1= 29.3970


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2137 top1= 32.1715

Train epoch 25
[E25B0  |    416/60000 (  1%) ] Loss: 0.7993 top1= 78.6932

=== Log global consensus distance @ E25B0 ===
consensus_distance=1.587



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.023


[E25B10 |   4576/60000 (  8%) ] Loss: 0.7602 top1= 77.2727

=== Log global consensus distance @ E25B10 ===
consensus_distance=1.626



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.169


[E25B20 |   8736/60000 ( 15%) ] Loss: 0.7597 top1= 80.1136

=== Log global consensus distance @ E25B20 ===
consensus_distance=1.666



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.325



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.7326 top1= 17.8686


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4548 top1= 29.4571


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2241 top1= 32.4720

Train epoch 26
[E26B0  |    416/60000 (  1%) ] Loss: 0.7824 top1= 79.8295

=== Log global consensus distance @ E26B0 ===
consensus_distance=1.706



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.475


[E26B10 |   4576/60000 (  8%) ] Loss: 0.7429 top1= 78.6932

=== Log global consensus distance @ E26B10 ===
consensus_distance=1.745



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.625


[E26B20 |   8736/60000 ( 15%) ] Loss: 0.7407 top1= 80.9659

=== Log global consensus distance @ E26B20 ===
consensus_distance=1.787



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.785



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.7977 top1= 17.7985


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4708 top1= 29.4972


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2367 top1= 32.8125

Train epoch 27
[E27B0  |    416/60000 (  1%) ] Loss: 0.7671 top1= 81.2500

=== Log global consensus distance @ E27B0 ===
consensus_distance=1.827



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.938


[E27B10 |   4576/60000 (  8%) ] Loss: 0.7278 top1= 78.6932

=== Log global consensus distance @ E27B10 ===
consensus_distance=1.867



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=7.091


[E27B20 |   8736/60000 ( 15%) ] Loss: 0.7234 top1= 81.2500

=== Log global consensus distance @ E27B20 ===
consensus_distance=1.910



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=7.255



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.8673 top1= 17.6983


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4857 top1= 29.6174


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2511 top1= 33.0929

Train epoch 28
[E28B0  |    416/60000 (  1%) ] Loss: 0.7536 top1= 82.1023

=== Log global consensus distance @ E28B0 ===
consensus_distance=1.951



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=7.412


[E28B10 |   4576/60000 (  8%) ] Loss: 0.7142 top1= 78.9773

=== Log global consensus distance @ E28B10 ===
consensus_distance=1.992



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=7.568


[E28B20 |   8736/60000 ( 15%) ] Loss: 0.7080 top1= 81.8182

=== Log global consensus distance @ E28B20 ===
consensus_distance=2.035



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=7.736



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.9416 top1= 17.5381


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4997 top1= 29.7075


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2658 top1= 33.3734

Train epoch 29
[E29B0  |    416/60000 (  1%) ] Loss: 0.7416 top1= 82.1023

=== Log global consensus distance @ E29B0 ===
consensus_distance=2.077



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=7.896


[E29B10 |   4576/60000 (  8%) ] Loss: 0.7022 top1= 78.6932

=== Log global consensus distance @ E29B10 ===
consensus_distance=2.119



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=8.057


[E29B20 |   8736/60000 ( 15%) ] Loss: 0.6940 top1= 82.1023

=== Log global consensus distance @ E29B20 ===
consensus_distance=2.164



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=8.228



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.0215 top1= 17.4379


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5122 top1= 29.7576


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2801 top1= 33.5938

Train epoch 30
[E30B0  |    416/60000 (  1%) ] Loss: 0.7305 top1= 81.5341

=== Log global consensus distance @ E30B0 ===
consensus_distance=2.207



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=8.392


[E30B10 |   4576/60000 (  8%) ] Loss: 0.6914 top1= 78.9773

=== Log global consensus distance @ E30B10 ===
consensus_distance=2.250



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=8.556


[E30B20 |   8736/60000 ( 15%) ] Loss: 0.6810 top1= 82.3864

=== Log global consensus distance @ E30B20 ===
consensus_distance=2.296



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=8.731



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.1063 top1= 17.3978


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5231 top1= 29.7977


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2945 top1= 33.8442

Train epoch 31
[E31B0  |    416/60000 (  1%) ] Loss: 0.7203 top1= 80.3977

=== Log global consensus distance @ E31B0 ===
consensus_distance=2.339



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=8.899


[E31B10 |   4576/60000 (  8%) ] Loss: 0.6817 top1= 79.8295

=== Log global consensus distance @ E31B10 ===
consensus_distance=2.383



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=9.067


[E31B20 |   8736/60000 ( 15%) ] Loss: 0.6689 top1= 82.6705

=== Log global consensus distance @ E31B20 ===
consensus_distance=2.430



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=9.247



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.1957 top1= 17.2276


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5328 top1= 29.8778


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3079 top1= 33.9744

Train epoch 32
[E32B0  |    416/60000 (  1%) ] Loss: 0.7110 top1= 80.9659

=== Log global consensus distance @ E32B0 ===
consensus_distance=2.475



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=9.418


[E32B10 |   4576/60000 (  8%) ] Loss: 0.6734 top1= 80.3977

=== Log global consensus distance @ E32B10 ===
consensus_distance=2.520



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=9.591


[E32B20 |   8736/60000 ( 15%) ] Loss: 0.6579 top1= 82.6705

=== Log global consensus distance @ E32B20 ===
consensus_distance=2.568



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=9.774



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.2893 top1= 17.0673


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5404 top1= 29.9179


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3209 top1= 34.1947

Train epoch 33
[E33B0  |    416/60000 (  1%) ] Loss: 0.7025 top1= 81.2500

=== Log global consensus distance @ E33B0 ===
consensus_distance=2.614



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=9.950


[E33B10 |   4576/60000 (  8%) ] Loss: 0.6660 top1= 80.3977

=== Log global consensus distance @ E33B10 ===
consensus_distance=2.660



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=10.126


[E33B20 |   8736/60000 ( 15%) ] Loss: 0.6477 top1= 83.2386

=== Log global consensus distance @ E33B20 ===
consensus_distance=2.709



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=10.314



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.3868 top1= 16.8970


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5465 top1= 30.0280


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3333 top1= 34.3650

Train epoch 34
[E34B0  |    416/60000 (  1%) ] Loss: 0.6947 top1= 81.5341

=== Log global consensus distance @ E34B0 ===
consensus_distance=2.756



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=10.493


[E34B10 |   4576/60000 (  8%) ] Loss: 0.6596 top1= 80.6818

=== Log global consensus distance @ E34B10 ===
consensus_distance=2.803



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=10.674


[E34B20 |   8736/60000 ( 15%) ] Loss: 0.6384 top1= 84.3750

=== Log global consensus distance @ E34B20 ===
consensus_distance=2.854



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=10.865



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.4880 top1= 16.8069


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5510 top1= 30.1683


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3446 top1= 34.4752

Train epoch 35
[E35B0  |    416/60000 (  1%) ] Loss: 0.6876 top1= 81.5341

=== Log global consensus distance @ E35B0 ===
consensus_distance=2.902



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=11.049


[E35B10 |   4576/60000 (  8%) ] Loss: 0.6538 top1= 81.2500

=== Log global consensus distance @ E35B10 ===
consensus_distance=2.950



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=11.234


[E35B20 |   8736/60000 ( 15%) ] Loss: 0.6299 top1= 84.3750

=== Log global consensus distance @ E35B20 ===
consensus_distance=3.001



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=11.429



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.5925 top1= 16.7468


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5542 top1= 30.2484


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3559 top1= 34.6655

Train epoch 36
[E36B0  |    416/60000 (  1%) ] Loss: 0.6809 top1= 82.3864

=== Log global consensus distance @ E36B0 ===
consensus_distance=3.050



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=11.617


[E36B10 |   4576/60000 (  8%) ] Loss: 0.6488 top1= 81.5341

=== Log global consensus distance @ E36B10 ===
consensus_distance=3.099



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=11.806


[E36B20 |   8736/60000 ( 15%) ] Loss: 0.6220 top1= 84.3750

=== Log global consensus distance @ E36B20 ===
consensus_distance=3.152



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=12.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.7005 top1= 16.6867


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5562 top1= 30.2985


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3666 top1= 34.8658

Train epoch 37
[E37B0  |    416/60000 (  1%) ] Loss: 0.6747 top1= 82.3864

=== Log global consensus distance @ E37B0 ===
consensus_distance=3.202



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=12.197


[E37B10 |   4576/60000 (  8%) ] Loss: 0.6444 top1= 81.8182

=== Log global consensus distance @ E37B10 ===
consensus_distance=3.252



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=12.391


[E37B20 |   8736/60000 ( 15%) ] Loss: 0.6148 top1= 84.3750

=== Log global consensus distance @ E37B20 ===
consensus_distance=3.306



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=12.594



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.8102 top1= 16.6266


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5581 top1= 30.3686


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3764 top1= 34.9159

Train epoch 38
[E38B0  |    416/60000 (  1%) ] Loss: 0.6688 top1= 82.9545

=== Log global consensus distance @ E38B0 ===
consensus_distance=3.357



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=12.790


[E38B10 |   4576/60000 (  8%) ] Loss: 0.6410 top1= 82.1023

=== Log global consensus distance @ E38B10 ===
consensus_distance=3.409



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=12.988


[E38B20 |   8736/60000 ( 15%) ] Loss: 0.6084 top1= 84.0909

=== Log global consensus distance @ E38B20 ===
consensus_distance=3.463



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=13.196



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.9216 top1= 16.5565


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5593 top1= 30.4287


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3850 top1= 35.0060

Train epoch 39
[E39B0  |    416/60000 (  1%) ] Loss: 0.6633 top1= 83.2386

=== Log global consensus distance @ E39B0 ===
consensus_distance=3.515



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=13.396


[E39B10 |   4576/60000 (  8%) ] Loss: 0.6382 top1= 81.5341

=== Log global consensus distance @ E39B10 ===
consensus_distance=3.568



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=13.599


[E39B20 |   8736/60000 ( 15%) ] Loss: 0.6027 top1= 84.3750

=== Log global consensus distance @ E39B20 ===
consensus_distance=3.624



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=13.810



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.0347 top1= 16.4964


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5600 top1= 30.5489


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3924 top1= 35.1362

Train epoch 40
[E40B0  |    416/60000 (  1%) ] Loss: 0.6584 top1= 82.9545

=== Log global consensus distance @ E40B0 ===
consensus_distance=3.677



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=14.015


[E40B10 |   4576/60000 (  8%) ] Loss: 0.6358 top1= 81.8182

=== Log global consensus distance @ E40B10 ===
consensus_distance=3.731



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=14.222


[E40B20 |   8736/60000 ( 15%) ] Loss: 0.5976 top1= 84.3750

=== Log global consensus distance @ E40B20 ===
consensus_distance=3.788



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=14.438



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.1488 top1= 16.4563


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5600 top1= 30.6390


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3990 top1= 35.1362

