
=== Start adding workers ===
=> Add worker SGDMWorker(index=0, momentum=0.95)
=> Add worker SGDMWorker(index=1, momentum=0.95)
=> Add worker SGDMWorker(index=2, momentum=0.95)
=> Add worker SGDMWorker(index=3, momentum=0.95)
=> Add worker SGDMWorker(index=4, momentum=0.95)
=> Add worker SGDMWorker(index=5, momentum=0.95)
=> Add worker SGDMWorker(index=6, momentum=0.95)
=> Add worker SGDMWorker(index=7, momentum=0.95)
=> Add worker SGDMWorker(index=8, momentum=0.95)
=> Add worker SGDMWorker(index=9, momentum=0.95)
=> Add worker SGDMWorker(index=10, momentum=0.95)

=== 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: 2.0271 top1= 44.0341

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036


[E 1B20 |   7392/60000 ( 12%) ] Loss: 1.5501 top1= 57.1023

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.052



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.212



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9515 top1= 45.2624


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8379 top1= 38.0409


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5295 top1= 30.9996

Train epoch 2
[E 2B0  |    352/60000 (  1%) ] Loss: 1.0505 top1= 73.0114

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.111



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.464


[E 2B10 |   3872/60000 (  6%) ] Loss: 0.6520 top1= 82.1023

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.152



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.647


[E 2B20 |   7392/60000 ( 12%) ] Loss: 0.4657 top1= 86.3636

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.176



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.752



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2897 top1= 51.3421


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3970 top1= 47.9968


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0463 top1= 43.1991

Train epoch 3
[E 3B0  |    352/60000 (  1%) ] Loss: 0.2958 top1= 92.6136

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.178



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.763


[E 3B10 |   3872/60000 (  6%) ] Loss: 0.2014 top1= 94.3182

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.164



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.708


[E 3B20 |   7392/60000 ( 12%) ] Loss: 0.2389 top1= 92.3295

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.141



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.608



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9016 top1= 67.9287


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9380 top1= 49.1987


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5982 top1= 45.0220

Train epoch 4
[E 4B0  |    352/60000 (  1%) ] Loss: 0.2027 top1= 94.8864

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.115



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.498


[E 4B10 |   3872/60000 (  6%) ] Loss: 0.1279 top1= 95.1705

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.095



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.411


[E 4B20 |   7392/60000 ( 12%) ] Loss: 0.1759 top1= 94.6023

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.078



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.334



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7129 top1= 74.7396


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4191 top1= 49.5393


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0588 top1= 49.5493

Train epoch 5
[E 5B0  |    352/60000 (  1%) ] Loss: 0.1682 top1= 96.0227

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.064



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.276


[E 5B10 |   3872/60000 (  6%) ] Loss: 0.1003 top1= 97.1591

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.056



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.240


[E 5B20 |   7392/60000 ( 12%) ] Loss: 0.1432 top1= 95.7386

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.049



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.210



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6254 top1= 78.1651


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1823 top1= 50.0501


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8257 top1= 53.3053

Train epoch 6
[E 6B0  |    352/60000 (  1%) ] Loss: 0.1448 top1= 96.3068

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.043



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.185


[E 6B10 |   3872/60000 (  6%) ] Loss: 0.0822 top1= 97.7273

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.040



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.171


[E 6B20 |   7392/60000 ( 12%) ] Loss: 0.1210 top1= 96.3068

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.037



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.159



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5770 top1= 79.9079


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0694 top1= 51.0517


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7540 top1= 55.1282

Train epoch 7
[E 7B0  |    352/60000 (  1%) ] Loss: 0.1262 top1= 97.1591

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.034



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.145


[E 7B10 |   3872/60000 (  6%) ] Loss: 0.0679 top1= 98.2955

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.033



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.138


[E 7B20 |   7392/60000 ( 12%) ] Loss: 0.1056 top1= 96.5909

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.031



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.132



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5504 top1= 80.9595


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0106 top1= 51.8830


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7096 top1= 56.6106

Train epoch 8
[E 8B0  |    352/60000 (  1%) ] Loss: 0.1137 top1= 97.7273

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.029



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.123


[E 8B10 |   3872/60000 (  6%) ] Loss: 0.0574 top1= 98.8636

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.028



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.118


[E 8B20 |   7392/60000 ( 12%) ] Loss: 0.0911 top1= 98.0114

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.027



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.114



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5334 top1= 81.6206


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9624 top1= 52.7244


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6692 top1= 58.3734

Train epoch 9
[E 9B0  |    352/60000 (  1%) ] Loss: 0.1024 top1= 97.7273

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.025



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.107


[E 9B10 |   3872/60000 (  6%) ] Loss: 0.0494 top1= 98.8636

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.025



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.105


[E 9B20 |   7392/60000 ( 12%) ] Loss: 0.0820 top1= 98.2955

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.024



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.102



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5224 top1= 82.1514


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9464 top1= 53.3454


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6637 top1= 59.3349

Train epoch 10
[E10B0  |    352/60000 (  1%) ] Loss: 0.0930 top1= 97.4432

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.023



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.097


[E10B10 |   3872/60000 (  6%) ] Loss: 0.0429 top1= 99.1477

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.022



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.095


[E10B20 |   7392/60000 ( 12%) ] Loss: 0.0725 top1= 98.8636

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.022



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.092



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5155 top1= 82.5621


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9346 top1= 53.9363


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6596 top1= 60.1562

Train epoch 11
[E11B0  |    352/60000 (  1%) ] Loss: 0.0849 top1= 97.7273

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.021



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.088


[E11B10 |   3872/60000 (  6%) ] Loss: 0.0380 top1= 99.1477

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.021



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.086


[E11B20 |   7392/60000 ( 12%) ] Loss: 0.0648 top1= 98.8636

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.020



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.084



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5077 top1= 83.0429


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9121 top1= 54.9179


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6634 top1= 61.0577

Train epoch 12
[E12B0  |    352/60000 (  1%) ] Loss: 0.0768 top1= 97.7273

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.019



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.081


[E12B10 |   3872/60000 (  6%) ] Loss: 0.0344 top1= 99.4318

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.019



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.080


[E12B20 |   7392/60000 ( 12%) ] Loss: 0.0588 top1= 99.1477

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.018



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.077



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4993 top1= 83.5136


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8954 top1= 55.8193


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6652 top1= 61.7288

Train epoch 13
[E13B0  |    352/60000 (  1%) ] Loss: 0.0676 top1= 98.2955

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.018



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.075


[E13B10 |   3872/60000 (  6%) ] Loss: 0.0304 top1= 99.4318

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.018



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.074


[E13B20 |   7392/60000 ( 12%) ] Loss: 0.0553 top1= 99.1477

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.071



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4947 top1= 83.7941


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8738 top1= 56.7808


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6939 top1= 62.1494

Train epoch 14
[E14B0  |    352/60000 (  1%) ] Loss: 0.0615 top1= 98.5795

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.070


[E14B10 |   3872/60000 (  6%) ] Loss: 0.0282 top1= 99.1477

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.070


[E14B20 |   7392/60000 ( 12%) ] Loss: 0.0544 top1= 98.8636

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.067



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4886 top1= 84.0445


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8691 top1= 57.3518


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6800 top1= 62.6803

Train epoch 15
[E15B0  |    352/60000 (  1%) ] Loss: 0.0557 top1= 98.5795

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.016



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.066


[E15B10 |   3872/60000 (  6%) ] Loss: 0.0259 top1= 99.1477

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.066


[E15B20 |   7392/60000 ( 12%) ] Loss: 0.0546 top1= 98.8636

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.015



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4810 top1= 84.4752


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8275 top1= 58.4335


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7187 top1= 62.7003

Train epoch 16
[E16B0  |    352/60000 (  1%) ] Loss: 0.0502 top1= 99.4318

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.015



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063


[E16B10 |   3872/60000 (  6%) ] Loss: 0.0239 top1= 99.7159

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.015



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.064


[E16B20 |   7392/60000 ( 12%) ] Loss: 0.0600 top1= 98.5795

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.014



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.060



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4826 top1= 84.4451


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8400 top1= 59.0545


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7252 top1= 62.7604

Train epoch 17
[E17B0  |    352/60000 (  1%) ] Loss: 0.0492 top1= 99.1477

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.015



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.062


[E17B10 |   3872/60000 (  6%) ] Loss: 0.0244 top1= 99.4318

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.015



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063


[E17B20 |   7392/60000 ( 12%) ] Loss: 0.0584 top1= 98.2955

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.014



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.058



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4858 top1= 84.4351


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8266 top1= 59.6454


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7798 top1= 61.9792

Train epoch 18
[E18B0  |    352/60000 (  1%) ] Loss: 0.0485 top1= 99.1477

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.014



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.061


[E18B10 |   3872/60000 (  6%) ] Loss: 0.0250 top1= 99.4318

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.015



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063


[E18B20 |   7392/60000 ( 12%) ] Loss: 0.0501 top1= 98.8636

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.014



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4893 top1= 84.4050


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8426 top1= 60.0160


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9823 top1= 60.2564

Train epoch 19
[E19B0  |    352/60000 (  1%) ] Loss: 0.0524 top1= 98.8636

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.015



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063


[E19B10 |   3872/60000 (  6%) ] Loss: 0.0326 top1= 99.4318

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.015



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063


[E19B20 |   7392/60000 ( 12%) ] Loss: 0.0452 top1= 99.4318

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.015



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.062



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5245 top1= 83.1530


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8173 top1= 60.6170


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3382 top1= 56.4403

Train epoch 20
[E20B0  |    352/60000 (  1%) ] Loss: 0.0712 top1= 97.7273

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.016



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.068


[E20B10 |   3872/60000 (  6%) ] Loss: 0.0474 top1= 98.8636

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.066


[E20B20 |   7392/60000 ( 12%) ] Loss: 0.0424 top1= 98.8636

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.067



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5610 top1= 81.9712


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8556 top1= 60.6671


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3972 top1= 55.1182

Train epoch 21
[E21B0  |    352/60000 (  1%) ] Loss: 0.0677 top1= 97.4432

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.019



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.078


[E21B10 |   3872/60000 (  6%) ] Loss: 0.0937 top1= 97.4432

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.071


[E21B20 |   7392/60000 ( 12%) ] Loss: 0.0309 top1= 99.4318

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.019



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.078



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5030 top1= 84.5753


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8791 top1= 60.4868


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6547 top1= 64.3730

Train epoch 22
[E22B0  |    352/60000 (  1%) ] Loss: 0.0282 top1= 99.1477

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.019



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.078


[E22B10 |   3872/60000 (  6%) ] Loss: 0.0246 top1= 99.7159

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.018



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.076


[E22B20 |   7392/60000 ( 12%) ] Loss: 0.0486 top1= 98.8636

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.018



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.076



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5128 top1= 84.7155


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9567 top1= 60.1663


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5906 top1= 66.8269

Train epoch 23
[E23B0  |    352/60000 (  1%) ] Loss: 0.0530 top1= 98.5795

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.070


[E23B10 |   3872/60000 (  6%) ] Loss: 0.0216 top1= 99.4318

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.071


[E23B20 |   7392/60000 ( 12%) ] Loss: 0.0286 top1= 99.4318

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.014



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.061



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4641 top1= 85.7472


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9246 top1= 61.6086


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4878 top1= 68.6799

Train epoch 24
[E24B0  |    352/60000 (  1%) ] Loss: 0.0264 top1= 99.7159

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.013



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.057


[E24B10 |   3872/60000 (  6%) ] Loss: 0.0136 top1=100.0000

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.013



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.053


[E24B20 |   7392/60000 ( 12%) ] Loss: 0.0267 top1= 99.4318

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.048



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4786 top1= 85.5669


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7115 top1= 63.5016


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3098 top1= 70.9435

Train epoch 25
[E25B0  |    352/60000 (  1%) ] Loss: 0.0185 top1= 99.4318

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.045


[E25B10 |   3872/60000 (  6%) ] Loss: 0.0141 top1=100.0000

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.051


[E25B20 |   7392/60000 ( 12%) ] Loss: 0.0192 top1= 99.7159

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.045



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4706 top1= 85.7873


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7554 top1= 63.0509


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2162 top1= 72.8165

Train epoch 26
[E26B0  |    352/60000 (  1%) ] Loss: 0.0160 top1=100.0000

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.010



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.042


[E26B10 |   3872/60000 (  6%) ] Loss: 0.0155 top1=100.0000

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.046


[E26B20 |   7392/60000 ( 12%) ] Loss: 0.0207 top1= 99.4318

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.045



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4881 top1= 85.5669


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7352 top1= 64.2228


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1986 top1= 73.1370

Train epoch 27
[E27B0  |    352/60000 (  1%) ] Loss: 0.0177 top1= 99.7159

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.010



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.040


[E27B10 |   3872/60000 (  6%) ] Loss: 0.0144 top1=100.0000

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.046


[E27B20 |   7392/60000 ( 12%) ] Loss: 0.0165 top1=100.0000

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.043



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4808 top1= 85.9575


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7824 top1= 64.9840


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1494 top1= 73.7780

Train epoch 28
[E28B0  |    352/60000 (  1%) ] Loss: 0.0287 top1= 99.7159

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039


[E28B10 |   3872/60000 (  6%) ] Loss: 0.0166 top1=100.0000

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.044


[E28B20 |   7392/60000 ( 12%) ] Loss: 0.0163 top1=100.0000

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.044



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4779 top1= 86.2480


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6844 top1= 65.9155


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1707 top1= 73.5477

Train epoch 29
[E29B0  |    352/60000 (  1%) ] Loss: 0.0190 top1= 99.7159

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038


[E29B10 |   3872/60000 (  6%) ] Loss: 0.0124 top1=100.0000

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.043


[E29B20 |   7392/60000 ( 12%) ] Loss: 0.0133 top1=100.0000

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.043



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4780 top1= 86.3982


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7719 top1= 65.3946


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2379 top1= 71.2640

Train epoch 30
[E30B0  |    352/60000 (  1%) ] Loss: 0.0191 top1= 99.7159

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038


[E30B10 |   3872/60000 (  6%) ] Loss: 0.0169 top1=100.0000

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038


[E30B20 |   7392/60000 ( 12%) ] Loss: 0.0187 top1= 99.7159

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.043



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4884 top1= 86.3482


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7990 top1= 65.2544


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3193 top1= 70.6430

Train epoch 31
[E31B0  |    352/60000 (  1%) ] Loss: 0.0260 top1= 99.1477

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038


[E31B10 |   3872/60000 (  6%) ] Loss: 0.0132 top1=100.0000

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037


[E31B20 |   7392/60000 ( 12%) ] Loss: 0.0156 top1= 99.7159

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.040



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4738 top1= 86.5385


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7830 top1= 65.5950


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4447 top1= 68.9002

Train epoch 32
[E32B0  |    352/60000 (  1%) ] Loss: 0.0147 top1=100.0000

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037


[E32B10 |   3872/60000 (  6%) ] Loss: 0.0108 top1=100.0000

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034


[E32B20 |   7392/60000 ( 12%) ] Loss: 0.0183 top1= 99.4318

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4925 top1= 86.1879


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7961 top1= 65.4748


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5319 top1= 67.8085

Train epoch 33
[E33B0  |    352/60000 (  1%) ] Loss: 0.0148 top1= 99.7159

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037


[E33B10 |   3872/60000 (  6%) ] Loss: 0.0062 top1=100.0000

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E33B20 |   7392/60000 ( 12%) ] Loss: 0.0121 top1=100.0000

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4878 top1= 86.2981


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0454 top1= 63.5517


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3968 top1= 70.2224

Train epoch 34
[E34B0  |    352/60000 (  1%) ] Loss: 0.0132 top1= 99.7159

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035


[E34B10 |   3872/60000 (  6%) ] Loss: 0.0098 top1=100.0000

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E34B20 |   7392/60000 ( 12%) ] Loss: 0.0177 top1= 99.4318

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4970 top1= 86.2680


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9416 top1= 64.2228


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3369 top1= 71.5345

Train epoch 35
[E35B0  |    352/60000 (  1%) ] Loss: 0.0182 top1= 99.7159

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E35B10 |   3872/60000 (  6%) ] Loss: 0.0052 top1=100.0000

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E35B20 |   7392/60000 ( 12%) ] Loss: 0.0105 top1=100.0000

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4807 top1= 86.6486


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9160 top1= 64.9639


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1799 top1= 73.6178

Train epoch 36
[E36B0  |    352/60000 (  1%) ] Loss: 0.0087 top1=100.0000

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E36B10 |   3872/60000 (  6%) ] Loss: 0.0089 top1=100.0000

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E36B20 |   7392/60000 ( 12%) ] Loss: 0.0260 top1= 99.4318

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4962 top1= 86.6987


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8775 top1= 66.4964


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3814 top1= 72.1454

Train epoch 37
[E37B0  |    352/60000 (  1%) ] Loss: 0.0231 top1= 99.4318

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034


[E37B10 |   3872/60000 (  6%) ] Loss: 0.0119 top1= 99.4318

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E37B20 |   7392/60000 ( 12%) ] Loss: 0.0112 top1=100.0000

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4620 top1= 87.2095


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9756 top1= 65.1643


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3604 top1= 71.5946

Train epoch 38
[E38B0  |    352/60000 (  1%) ] Loss: 0.0084 top1=100.0000

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034


[E38B10 |   3872/60000 (  6%) ] Loss: 0.0118 top1= 99.4318

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E38B20 |   7392/60000 ( 12%) ] Loss: 0.0343 top1= 98.5795

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5212 top1= 86.2280


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6178 top1= 69.4111


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4725 top1= 71.1138

Train epoch 39
[E39B0  |    352/60000 (  1%) ] Loss: 0.0375 top1= 98.5795

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E39B10 |   3872/60000 (  6%) ] Loss: 0.0148 top1= 99.4318

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036


[E39B20 |   7392/60000 ( 12%) ] Loss: 0.0085 top1=100.0000

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4697 top1= 87.3197


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5008 top1= 70.6030


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4766 top1= 69.7216

Train epoch 40
[E40B0  |    352/60000 (  1%) ] Loss: 0.0066 top1=100.0000

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034


[E40B10 |   3872/60000 (  6%) ] Loss: 0.0109 top1=100.0000

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E40B20 |   7392/60000 ( 12%) ] Loss: 0.0157 top1= 99.7159

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4976 top1= 87.0292


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4285 top1= 71.9852


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1789 top1= 75.7212

