
=== Start adding workers ===
=> Add worker SGDMWorker(index=0, momentum=0.9)
=> Add worker SGDMWorker(index=1, momentum=0.9)
=> Add worker SGDMWorker(index=2, momentum=0.9)
=> Add worker SGDMWorker(index=3, momentum=0.9)
=> Add worker SGDMWorker(index=4, momentum=0.9)
=> Add worker SGDMWorker(index=5, momentum=0.9)
=> Add worker SGDMWorker(index=6, momentum=0.9)
=> Add worker SGDMWorker(index=7, momentum=0.9)
=> Add worker SGDMWorker(index=8, momentum=0.9)
=> Add worker SGDMWorker(index=9, momentum=0.9)
=> Add worker SGDMWorker(index=10, momentum=0.9)

=== Start adding graph ===
TwoCliquesWithByzantine(m=5,b=0)

Train epoch 1
[E 1B0  |    352/60000 (  1%) ] Loss: 2.3084 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, 1, 0], device='cuda:0')
Worker 2 has targets: tensor([2, 2, 2, 1, 1], device='cuda:0')
Worker 3 has targets: tensor([3, 3, 2, 2, 2], device='cuda:0')
Worker 4 has targets: tensor([4, 4, 3, 3, 3], device='cuda:0')
Worker 5 has targets: tensor([4, 5, 4, 4, 4], device='cuda:0')
Worker 6 has targets: tensor([5, 6, 5, 5, 5], device='cuda:0')
Worker 7 has targets: tensor([6, 7, 6, 6, 6], device='cuda:0')
Worker 8 has targets: tensor([7, 8, 7, 7, 7], device='cuda:0')
Worker 9 has targets: tensor([8, 8, 8, 8, 8], device='cuda:0')
Worker 10 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 |   3872/60000 (  6%) ] Loss: 2.0628 top1= 42.3295

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E 1B20 |   7392/60000 ( 12%) ] Loss: 1.6987 top1= 55.6818

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.031



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.126



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0583 top1= 41.9972


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4804 top1= 37.6202


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3318 top1= 29.4471

Train epoch 2
[E 2B0  |    352/60000 (  1%) ] Loss: 1.3005 top1= 70.1705

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.058



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.244


[E 2B10 |   3872/60000 (  6%) ] Loss: 0.9593 top1= 75.8523

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.078



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.329


[E 2B20 |   7392/60000 ( 12%) ] Loss: 0.7519 top1= 80.9659

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.088



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.375



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4734 top1= 54.7676


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4790 top1= 47.5361


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4723 top1= 40.9856

Train epoch 3
[E 3B0  |    352/60000 (  1%) ] Loss: 0.5257 top1= 88.3523

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.091



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.388


[E 3B10 |   3872/60000 (  6%) ] Loss: 0.3750 top1= 91.7614

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.087



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.374


[E 3B20 |   7392/60000 ( 12%) ] Loss: 0.3799 top1= 91.1932

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.078



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.336



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0382 top1= 68.6398


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2537 top1= 48.7981


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1511 top1= 44.0304

Train epoch 4
[E 4B0  |    352/60000 (  1%) ] Loss: 0.3008 top1= 93.7500

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.068



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.290


[E 4B10 |   3872/60000 (  6%) ] Loss: 0.2321 top1= 93.7500

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.059



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.254


[E 4B20 |   7392/60000 ( 12%) ] Loss: 0.2828 top1= 92.3295

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.051



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.217



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8184 top1= 74.5292


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0141 top1= 49.2288


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8706 top1= 45.1222

Train epoch 5
[E 5B0  |    352/60000 (  1%) ] Loss: 0.2420 top1= 94.3182

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.044



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.187


[E 5B10 |   3872/60000 (  6%) ] Loss: 0.1797 top1= 95.1705

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.039



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.168


[E 5B20 |   7392/60000 ( 12%) ] Loss: 0.2352 top1= 93.4659

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.035



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.148



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6981 top1= 77.5140


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8498 top1= 49.7897


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6920 top1= 49.0585

Train epoch 6
[E 6B0  |    352/60000 (  1%) ] Loss: 0.2097 top1= 94.6023

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.031



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.133


[E 6B10 |   3872/60000 (  6%) ] Loss: 0.1491 top1= 95.7386

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.029



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.124


[E 6B20 |   7392/60000 ( 12%) ] Loss: 0.2038 top1= 94.3182

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.026



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.112



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6238 top1= 79.5373


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7338 top1= 50.8614


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5694 top1= 52.5641

Train epoch 7
[E 7B0  |    352/60000 (  1%) ] Loss: 0.1877 top1= 95.1705

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.024



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.103


[E 7B10 |   3872/60000 (  6%) ] Loss: 0.1286 top1= 96.0227

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.023



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.099


[E 7B20 |   7392/60000 ( 12%) ] Loss: 0.1798 top1= 94.8864

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.022



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.092



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5757 top1= 81.0998


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6557 top1= 51.8930


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4934 top1= 55.1182

Train epoch 8
[E 8B0  |    352/60000 (  1%) ] Loss: 0.1707 top1= 95.4545

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.020



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.086


[E 8B10 |   3872/60000 (  6%) ] Loss: 0.1132 top1= 96.3068

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.020



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.083


[E 8B20 |   7392/60000 ( 12%) ] Loss: 0.1614 top1= 95.7386

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.019



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.079



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5415 top1= 82.1314


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6033 top1= 52.8646


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4373 top1= 56.9311

Train epoch 9
[E 9B0  |    352/60000 (  1%) ] Loss: 0.1564 top1= 95.7386

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.018



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.074


[E 9B10 |   3872/60000 (  6%) ] Loss: 0.1018 top1= 97.1591

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.073


[E 9B20 |   7392/60000 ( 12%) ] Loss: 0.1462 top1= 96.0227

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.069



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5175 top1= 82.8926


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5682 top1= 53.7260


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3957 top1= 58.6138

Train epoch 10
[E10B0  |    352/60000 (  1%) ] Loss: 0.1436 top1= 96.3068

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.016



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.066


[E10B10 |   3872/60000 (  6%) ] Loss: 0.0925 top1= 97.7273

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.066


[E10B20 |   7392/60000 ( 12%) ] Loss: 0.1340 top1= 96.3068

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.015



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4996 top1= 83.4435


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5508 top1= 54.5272


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3590 top1= 59.9659

Train epoch 11
[E11B0  |    352/60000 (  1%) ] Loss: 0.1330 top1= 96.5909

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.014



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.060


[E11B10 |   3872/60000 (  6%) ] Loss: 0.0848 top1= 98.5795

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.014



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.060


[E11B20 |   7392/60000 ( 12%) ] Loss: 0.1234 top1= 96.3068

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.014



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.057



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4857 top1= 83.8742


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5326 top1= 55.3686


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3385 top1= 61.4884

Train epoch 12
[E12B0  |    352/60000 (  1%) ] Loss: 0.1242 top1= 96.5909

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.013



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055


[E12B10 |   3872/60000 (  6%) ] Loss: 0.0784 top1= 98.5795

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.013



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055


[E12B20 |   7392/60000 ( 12%) ] Loss: 0.1140 top1= 96.8750

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.013



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.053



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4750 top1= 84.0745


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5220 top1= 55.9095


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3202 top1= 62.2396

Train epoch 13
[E13B0  |    352/60000 (  1%) ] Loss: 0.1156 top1= 96.8750

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052


[E13B10 |   3872/60000 (  6%) ] Loss: 0.0728 top1= 98.8636

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052


[E13B20 |   7392/60000 ( 12%) ] Loss: 0.1060 top1= 96.8750

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.050



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4659 top1= 84.4852


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5121 top1= 56.6807


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3092 top1= 62.9808

Train epoch 14
[E14B0  |    352/60000 (  1%) ] Loss: 0.1090 top1= 97.7273

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.048


[E14B10 |   3872/60000 (  6%) ] Loss: 0.0679 top1= 98.8636

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.048


[E14B20 |   7392/60000 ( 12%) ] Loss: 0.0986 top1= 97.7273

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4583 top1= 84.7055


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4989 top1= 57.3017


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3011 top1= 63.5917

Train epoch 15
[E15B0  |    352/60000 (  1%) ] Loss: 0.1028 top1= 97.7273

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.046


[E15B10 |   3872/60000 (  6%) ] Loss: 0.0628 top1= 98.8636

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.046


[E15B20 |   7392/60000 ( 12%) ] Loss: 0.0924 top1= 98.2955

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.045



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4527 top1= 84.8558


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4970 top1= 57.8526


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2957 top1= 64.2328

Train epoch 16
[E16B0  |    352/60000 (  1%) ] Loss: 0.0968 top1= 98.0114

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.010



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.044


[E16B10 |   3872/60000 (  6%) ] Loss: 0.0583 top1= 99.1477

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.043


[E16B20 |   7392/60000 ( 12%) ] Loss: 0.0865 top1= 98.2955

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.042



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4473 top1= 84.9860


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4879 top1= 58.4435


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2930 top1= 64.7135

Train epoch 17
[E17B0  |    352/60000 (  1%) ] Loss: 0.0915 top1= 98.0114

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.010



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.041


[E17B10 |   3872/60000 (  6%) ] Loss: 0.0537 top1= 99.1477

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.041


[E17B20 |   7392/60000 ( 12%) ] Loss: 0.0814 top1= 98.2955

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.040



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4435 top1= 85.1663


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4842 top1= 59.0345


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2932 top1= 65.1042

Train epoch 18
[E18B0  |    352/60000 (  1%) ] Loss: 0.0862 top1= 98.0114

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.040


[E18B10 |   3872/60000 (  6%) ] Loss: 0.0504 top1= 99.1477

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.040


[E18B20 |   7392/60000 ( 12%) ] Loss: 0.0766 top1= 98.2955

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4405 top1= 85.2764


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4688 top1= 59.6354


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2960 top1= 65.5048

Train epoch 19
[E19B0  |    352/60000 (  1%) ] Loss: 0.0813 top1= 98.2955

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038


[E19B10 |   3872/60000 (  6%) ] Loss: 0.0468 top1= 99.7159

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038


[E19B20 |   7392/60000 ( 12%) ] Loss: 0.0723 top1= 98.5795

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4377 top1= 85.4667


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4644 top1= 59.9960


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2969 top1= 65.9155

Train epoch 20
[E20B0  |    352/60000 (  1%) ] Loss: 0.0767 top1= 98.2955

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036


[E20B10 |   3872/60000 (  6%) ] Loss: 0.0434 top1= 99.7159

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036


[E20B20 |   7392/60000 ( 12%) ] Loss: 0.0680 top1= 98.5795

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4356 top1= 85.5769


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4556 top1= 60.5970


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3002 top1= 66.2159

Train epoch 21
[E21B0  |    352/60000 (  1%) ] Loss: 0.0720 top1= 98.5795

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035


[E21B10 |   3872/60000 (  6%) ] Loss: 0.0402 top1= 99.7159

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035


[E21B20 |   7392/60000 ( 12%) ] Loss: 0.0643 top1= 99.1477

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4339 top1= 85.5869


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4482 top1= 61.0877


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2983 top1= 66.6066

Train epoch 22
[E22B0  |    352/60000 (  1%) ] Loss: 0.0682 top1= 98.5795

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034


[E22B10 |   3872/60000 (  6%) ] Loss: 0.0368 top1= 99.7159

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034


[E22B20 |   7392/60000 ( 12%) ] Loss: 0.0611 top1= 98.8636

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4320 top1= 85.7272


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4348 top1= 61.4383


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2978 top1= 66.9171

Train epoch 23
[E23B0  |    352/60000 (  1%) ] Loss: 0.0641 top1= 98.8636

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E23B10 |   3872/60000 (  6%) ] Loss: 0.0344 top1= 99.7159

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E23B20 |   7392/60000 ( 12%) ] Loss: 0.0576 top1= 99.4318

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4308 top1= 85.8273


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4187 top1= 62.0693


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2994 top1= 67.1575

Train epoch 24
[E24B0  |    352/60000 (  1%) ] Loss: 0.0602 top1= 99.1477

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E24B10 |   3872/60000 (  6%) ] Loss: 0.0311 top1= 99.7159

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E24B20 |   7392/60000 ( 12%) ] Loss: 0.0544 top1= 99.4318

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4293 top1= 85.9275


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4080 top1= 62.6302


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2984 top1= 67.4479

Train epoch 25
[E25B0  |    352/60000 (  1%) ] Loss: 0.0567 top1= 99.4318

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E25B10 |   3872/60000 (  6%) ] Loss: 0.0282 top1= 99.7159

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E25B20 |   7392/60000 ( 12%) ] Loss: 0.0514 top1= 99.4318

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4277 top1= 85.9976


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3958 top1= 63.0809


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2989 top1= 67.6683

Train epoch 26
[E26B0  |    352/60000 (  1%) ] Loss: 0.0534 top1= 99.4318

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029


[E26B10 |   3872/60000 (  6%) ] Loss: 0.0259 top1= 99.7159

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E26B20 |   7392/60000 ( 12%) ] Loss: 0.0481 top1= 99.4318

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4272 top1= 86.1679


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3917 top1= 63.3514


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2913 top1= 68.0589

Train epoch 27
[E27B0  |    352/60000 (  1%) ] Loss: 0.0500 top1= 99.4318

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028


[E27B10 |   3872/60000 (  6%) ] Loss: 0.0241 top1= 99.7159

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029


[E27B20 |   7392/60000 ( 12%) ] Loss: 0.0450 top1= 99.7159

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4259 top1= 86.1779


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3783 top1= 63.7520


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2875 top1= 68.3594

Train epoch 28
[E28B0  |    352/60000 (  1%) ] Loss: 0.0470 top1= 99.4318

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E28B10 |   3872/60000 (  6%) ] Loss: 0.0220 top1=100.0000

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028


[E28B20 |   7392/60000 ( 12%) ] Loss: 0.0424 top1= 99.7159

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4254 top1= 86.2780


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3721 top1= 64.2628


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2872 top1= 68.6498

Train epoch 29
[E29B0  |    352/60000 (  1%) ] Loss: 0.0442 top1= 99.4318

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E29B10 |   3872/60000 (  6%) ] Loss: 0.0205 top1=100.0000

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E29B20 |   7392/60000 ( 12%) ] Loss: 0.0394 top1= 99.7159

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4246 top1= 86.3882


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3592 top1= 64.7837


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2788 top1= 69.0304

Train epoch 30
[E30B0  |    352/60000 (  1%) ] Loss: 0.0416 top1= 99.4318

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E30B10 |   3872/60000 (  6%) ] Loss: 0.0192 top1=100.0000

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E30B20 |   7392/60000 ( 12%) ] Loss: 0.0370 top1= 99.4318

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4248 top1= 86.4183


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3568 top1= 65.1943


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2750 top1= 69.2909

Train epoch 31
[E31B0  |    352/60000 (  1%) ] Loss: 0.0393 top1= 99.7159

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E31B10 |   3872/60000 (  6%) ] Loss: 0.0183 top1=100.0000

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E31B20 |   7392/60000 ( 12%) ] Loss: 0.0346 top1= 99.4318

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4238 top1= 86.5084


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3461 top1= 65.7652


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2595 top1= 69.8317

Train epoch 32
[E32B0  |    352/60000 (  1%) ] Loss: 0.0373 top1= 99.7159

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E32B10 |   3872/60000 (  6%) ] Loss: 0.0176 top1=100.0000

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E32B20 |   7392/60000 ( 12%) ] Loss: 0.0329 top1= 99.7159

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4243 top1= 86.4984


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3406 top1= 66.1759


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2627 top1= 70.0020

Train epoch 33
[E33B0  |    352/60000 (  1%) ] Loss: 0.0354 top1= 99.7159

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E33B10 |   3872/60000 (  6%) ] Loss: 0.0170 top1=100.0000

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E33B20 |   7392/60000 ( 12%) ] Loss: 0.0315 top1= 99.7159

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4229 top1= 86.5485


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3320 top1= 66.6567


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2393 top1= 70.4828

Train epoch 34
[E34B0  |    352/60000 (  1%) ] Loss: 0.0343 top1= 99.7159

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E34B10 |   3872/60000 (  6%) ] Loss: 0.0164 top1=100.0000

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E34B20 |   7392/60000 ( 12%) ] Loss: 0.0304 top1= 99.7159

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4233 top1= 86.5885


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3293 top1= 67.1575


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2324 top1= 70.8534

Train epoch 35
[E35B0  |    352/60000 (  1%) ] Loss: 0.0332 top1= 99.7159

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E35B10 |   3872/60000 (  6%) ] Loss: 0.0157 top1=100.0000

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E35B20 |   7392/60000 ( 12%) ] Loss: 0.0294 top1= 99.7159

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4235 top1= 86.6386


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3204 top1= 67.7183


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2232 top1= 71.3442

Train epoch 36
[E36B0  |    352/60000 (  1%) ] Loss: 0.0328 top1= 99.7159

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E36B10 |   3872/60000 (  6%) ] Loss: 0.0148 top1=100.0000

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E36B20 |   7392/60000 ( 12%) ] Loss: 0.0280 top1= 99.7159

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4246 top1= 86.7488


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3136 top1= 68.1891


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2133 top1= 71.6046

Train epoch 37
[E37B0  |    352/60000 (  1%) ] Loss: 0.0324 top1= 99.7159

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E37B10 |   3872/60000 (  6%) ] Loss: 0.0140 top1=100.0000

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E37B20 |   7392/60000 ( 12%) ] Loss: 0.0265 top1= 99.7159

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4261 top1= 86.6587


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3187 top1= 68.4295


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1964 top1= 72.1154

Train epoch 38
[E38B0  |    352/60000 (  1%) ] Loss: 0.0315 top1= 99.7159

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E38B10 |   3872/60000 (  6%) ] Loss: 0.0132 top1=100.0000

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E38B20 |   7392/60000 ( 12%) ] Loss: 0.0246 top1= 99.7159

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4272 top1= 86.7087


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3107 top1= 68.7700


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1841 top1= 72.5861

Train epoch 39
[E39B0  |    352/60000 (  1%) ] Loss: 0.0303 top1= 99.7159

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E39B10 |   3872/60000 (  6%) ] Loss: 0.0127 top1=100.0000

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E39B20 |   7392/60000 ( 12%) ] Loss: 0.0230 top1= 99.7159

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4277 top1= 86.7488


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2981 top1= 69.1907


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1663 top1= 72.9367

Train epoch 40
[E40B0  |    352/60000 (  1%) ] Loss: 0.0275 top1= 99.7159

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E40B10 |   3872/60000 (  6%) ] Loss: 0.0123 top1=100.0000

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E40B20 |   7392/60000 ( 12%) ] Loss: 0.0216 top1=100.0000

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4280 top1= 86.8089


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2854 top1= 69.5613


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1509 top1= 73.3073

