
=== 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)
=> Add worker ByzantineWorker(index=11)

=== Start adding graph ===
TwoCliquesWithByzantine(m=5,b=1)

Train epoch 1
[E 1B0  |    384/60000 (  1%) ] Loss: 2.3142 top1=  7.6705

=== Peeking data label distribution E1B0 ===
Worker 0 has targets: tensor([0, 0, 0, 0, 0], device='cuda:0')
Worker 1 has targets: tensor([1, 1, 1, 0, 1], device='cuda:0')
Worker 2 has targets: tensor([1, 1, 2, 1, 1], device='cuda:0')
Worker 3 has targets: tensor([2, 2, 3, 2, 2], device='cuda:0')
Worker 4 has targets: tensor([3, 3, 3, 3, 3], device='cuda:0')
Worker 5 has targets: tensor([4, 4, 4, 4, 4], device='cuda:0')
Worker 6 has targets: tensor([5, 5, 5, 5, 5], device='cuda:0')
Worker 7 has targets: tensor([6, 6, 6, 5, 6], device='cuda:0')
Worker 8 has targets: tensor([6, 7, 7, 6, 6], device='cuda:0')
Worker 9 has targets: tensor([7, 7, 8, 7, 7], device='cuda:0')
Worker 10 has targets: tensor([8, 8, 9, 8, 8], device='cuda:0')
Worker 11 has targets: tensor([9, 9, 9, 9, 9], device='cuda:0')



=== Log global consensus distance @ E1B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E1B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002



=== Log mixing matrix @ E1B0 ===
[[0.167 0.167 0.167 0.167 0.167 0.    0.    0.    0.    0.    0.167 0.   ]
 [0.167 0.233 0.2   0.2   0.2   0.    0.    0.    0.    0.    0.    0.   ]
 [0.167 0.2   0.233 0.2   0.2   0.    0.    0.    0.    0.    0.    0.   ]
 [0.167 0.2   0.2   0.233 0.2   0.    0.    0.    0.    0.    0.    0.   ]
 [0.167 0.2   0.2   0.2   0.233 0.    0.    0.    0.    0.    0.    0.   ]
 [0.    0.    0.    0.    0.    0.233 0.2   0.2   0.2   0.167 0.    0.   ]
 [0.    0.    0.    0.    0.    0.2   0.233 0.2   0.2   0.167 0.    0.   ]
 [0.    0.    0.    0.    0.    0.2   0.2   0.233 0.2   0.167 0.    0.   ]
 [0.    0.    0.    0.    0.    0.2   0.2   0.2   0.233 0.167 0.    0.   ]
 [0.    0.    0.    0.    0.    0.167 0.167 0.167 0.167 0.167 0.167 0.   ]
 [0.167 0.    0.    0.    0.    0.    0.    0.    0.    0.167 0.417 0.25 ]
 [0.    0.    0.    0.    0.    0.    0.    0.    0.    0.    0.25  0.75 ]]


[E 1B10 |   4224/60000 (  7%) ] Loss: 0.9499 top1= 63.3523

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.418



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=1.677


[E 1B20 |   8064/60000 ( 13%) ] Loss: 0.4481 top1= 86.9318

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.995



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=4.113



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1477 top1= 63.2712


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.2529 top1= 39.9339


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.2614 top1= 38.6418

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 0.2292 top1= 92.6136

=== Log global consensus distance @ E2B0 ===
consensus_distance=1.187



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=4.969


[E 2B10 |   4224/60000 (  7%) ] Loss: 0.2637 top1= 92.0455

=== Log global consensus distance @ E2B10 ===
consensus_distance=1.247



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.232


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.1958 top1= 95.7386

=== Log global consensus distance @ E2B20 ===
consensus_distance=1.281



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.382



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8956 top1= 73.8782


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.0098 top1= 40.2244


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.7832 top1= 42.3277

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.1448 top1= 95.1705

=== Log global consensus distance @ E3B0 ===
consensus_distance=1.317



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.557


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.1281 top1= 95.7386

=== Log global consensus distance @ E3B10 ===
consensus_distance=1.351



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.680


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.1387 top1= 95.7386

=== Log global consensus distance @ E3B20 ===
consensus_distance=1.361



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.737



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8124 top1= 75.4708


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.7575 top1= 42.8185


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.6339 top1= 45.5729

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.1062 top1= 96.0227

=== Log global consensus distance @ E4B0 ===
consensus_distance=1.356



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.728


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.0793 top1= 98.0114

=== Log global consensus distance @ E4B10 ===
consensus_distance=1.349



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.679


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.1167 top1= 96.5909

=== Log global consensus distance @ E4B20 ===
consensus_distance=1.340



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.650



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8055 top1= 75.8013


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9852 top1= 44.4211


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.6206 top1= 45.7432

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.0597 top1= 97.4432

=== Log global consensus distance @ E5B0 ===
consensus_distance=1.326



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.600


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.0672 top1= 98.2955

=== Log global consensus distance @ E5B10 ===
consensus_distance=1.314



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.535


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.0790 top1= 98.2955

=== Log global consensus distance @ E5B20 ===
consensus_distance=1.290



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.442



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7479 top1= 77.8546


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.1103 top1= 46.1739


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.9689 top1= 45.8433

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.0316 top1= 99.4318

=== Log global consensus distance @ E6B0 ===
consensus_distance=1.275



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.387


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.0523 top1= 98.5795

=== Log global consensus distance @ E6B10 ===
consensus_distance=1.255



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.293


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.0616 top1= 98.2955

=== Log global consensus distance @ E6B20 ===
consensus_distance=1.235



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.215



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7318 top1= 78.3353


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.0481 top1= 47.4559


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.0868 top1= 46.0236

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.0272 top1= 99.4318

=== Log global consensus distance @ E7B0 ===
consensus_distance=1.212



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.126


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.0365 top1= 99.1477

=== Log global consensus distance @ E7B10 ===
consensus_distance=1.187



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.004


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.0556 top1= 98.2955

=== Log global consensus distance @ E7B20 ===
consensus_distance=1.160



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.899



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7060 top1= 78.3554


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.0077 top1= 48.1571


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.0772 top1= 46.1639

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.0276 top1= 99.4318

=== Log global consensus distance @ E8B0 ===
consensus_distance=1.135



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.800


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.0293 top1= 99.4318

=== Log global consensus distance @ E8B10 ===
consensus_distance=1.114



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.696


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.0529 top1= 98.5795

=== Log global consensus distance @ E8B20 ===
consensus_distance=1.094



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.619



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6715 top1= 78.3654


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.7987 top1= 48.0369


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.1712 top1= 46.3341

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.0254 top1= 99.1477

=== Log global consensus distance @ E9B0 ===
consensus_distance=1.068



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.511


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.0335 top1= 99.1477

=== Log global consensus distance @ E9B10 ===
consensus_distance=1.045



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.396


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.0445 top1= 98.8636

=== Log global consensus distance @ E9B20 ===
consensus_distance=1.019



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.299



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6495 top1= 78.3854


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.6293 top1= 48.0369


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.2256 top1= 46.4143

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.0298 top1= 98.8636

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.988



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.178


[E10B10 |   4224/60000 (  7%) ] Loss: 0.0251 top1= 99.4318

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.961



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.044


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.0317 top1= 99.4318

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.930



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.923



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6588 top1= 78.2252


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.5011 top1= 48.7580


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.1596 top1= 46.2941

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.0163 top1= 99.4318

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.901



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.809


[E11B10 |   4224/60000 (  7%) ] Loss: 0.0208 top1= 99.4318

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.875



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.697


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.0340 top1= 99.1477

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.852



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.602



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6325 top1= 78.3153


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.1513 top1= 49.9099


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.0179 top1= 46.2841

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.0130 top1= 99.7159

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.822



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.480


[E12B10 |   4224/60000 (  7%) ] Loss: 0.0376 top1= 98.5795

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.797



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.374


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.0247 top1= 99.7159

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.783



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.312



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6087 top1= 78.6659


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8690 top1= 50.1903


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.7807 top1= 46.3141

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.0204 top1= 99.4318

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.764



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.233


[E13B10 |   4224/60000 (  7%) ] Loss: 0.0124 top1= 99.7159

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.750



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.174


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.0322 top1= 99.1477

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.743



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.144



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5594 top1= 79.2468


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6134 top1= 50.7812


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.6314 top1= 46.2139

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.0325 top1= 98.5795

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.733



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.103


[E14B10 |   4224/60000 (  7%) ] Loss: 0.0268 top1= 99.1477

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.722



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.056


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.0351 top1= 99.1477

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.714



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.018



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5534 top1= 79.6274


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7600 top1= 50.2404


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.4524 top1= 46.1639

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.0165 top1= 99.4318

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.694



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.936


[E15B10 |   4224/60000 (  7%) ] Loss: 0.0211 top1= 99.4318

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.674



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.848


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.0283 top1= 99.4318

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.650



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.742



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5590 top1= 79.8978


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7709 top1= 51.3221


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.2571 top1= 46.1939

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.0101 top1= 99.4318

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.623



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.630


[E16B10 |   4224/60000 (  7%) ] Loss: 0.0169 top1= 99.4318

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.596



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.510


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.0222 top1= 99.4318

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.566



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.389



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5382 top1= 80.3385


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8286 top1= 51.5625


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.0864 top1= 46.2841

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.0060 top1=100.0000

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.538



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.273


[E17B10 |   4224/60000 (  7%) ] Loss: 0.0143 top1= 99.4318

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.509



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.154


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.0175 top1= 99.7159

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.483



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.042



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5187 top1= 80.8393


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7637 top1= 52.0633


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9170 top1= 46.5545

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.0053 top1=100.0000

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.458



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.936


[E18B10 |   4224/60000 (  7%) ] Loss: 0.0100 top1= 99.7159

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.432



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.827


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.0111 top1= 99.7159

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.408



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.724



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5056 top1= 81.2700


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7149 top1= 52.5541


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7499 top1= 46.9651

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.0046 top1=100.0000

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.385



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.628


[E19B10 |   4224/60000 (  7%) ] Loss: 0.0098 top1= 99.7159

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.362



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.531


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.0093 top1= 99.7159

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.341



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.442



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4883 top1= 81.7007


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6717 top1= 52.9547


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5946 top1= 47.6362

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.0053 top1=100.0000

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.322



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.357


[E20B10 |   4224/60000 (  7%) ] Loss: 0.0109 top1= 99.4318

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.301



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.272


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.0101 top1= 99.7159

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.283



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.195



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4800 top1= 82.1414


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5760 top1= 53.7059


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4426 top1= 48.5377

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.0042 top1=100.0000

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.266



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.124


[E21B10 |   4224/60000 (  7%) ] Loss: 0.0105 top1= 99.4318

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.249



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.051


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.0080 top1= 99.7159

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.234



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.986



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4690 top1= 82.7724


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4888 top1= 54.4471


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3126 top1= 49.4892

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.0043 top1=100.0000

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.220



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.926


[E22B10 |   4224/60000 (  7%) ] Loss: 0.0079 top1=100.0000

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.205



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.864


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.0060 top1=100.0000

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.192



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.810



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4610 top1= 83.1631


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3992 top1= 55.1983


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1809 top1= 50.4708

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.0038 top1=100.0000

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.181



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.760


[E23B10 |   4224/60000 (  7%) ] Loss: 0.0091 top1= 99.7159

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.168



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.708


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.0056 top1=100.0000

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.158



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.665



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4536 top1= 83.5337


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3076 top1= 56.0296


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0678 top1= 51.1819

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.0037 top1=100.0000

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.148



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.624


[E24B10 |   4224/60000 (  7%) ] Loss: 0.0072 top1=100.0000

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.138



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.581


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.0049 top1=100.0000

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.130



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.545



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4466 top1= 83.9343


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2256 top1= 56.9211


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9603 top1= 52.0733

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.0037 top1=100.0000

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.122



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.513


[E25B10 |   4224/60000 (  7%) ] Loss: 0.0070 top1=100.0000

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.113



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.477


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.0051 top1=100.0000

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.107



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.449



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4397 top1= 84.2548


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1384 top1= 57.6422


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8725 top1= 52.8446

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.0040 top1=100.0000

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.101



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.424


[E26B10 |   4224/60000 (  7%) ] Loss: 0.0067 top1=100.0000

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.094



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.396


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.0049 top1=100.0000

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.089



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.373



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4317 top1= 84.7356


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0701 top1= 58.7139


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7752 top1= 53.5256

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.0038 top1=100.0000

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.084



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.353


[E27B10 |   4224/60000 (  7%) ] Loss: 0.0061 top1=100.0000

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.079



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.330


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.0049 top1=100.0000

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.075



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.312



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4258 top1= 85.0661


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0020 top1= 59.5152


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6904 top1= 54.2568

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.0037 top1=100.0000

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.071



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.296


[E28B10 |   4224/60000 (  7%) ] Loss: 0.0056 top1=100.0000

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.066



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.278


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.0046 top1=100.0000

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.063



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.264



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4181 top1= 85.5869


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9441 top1= 60.1963


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6176 top1= 54.9179

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.0036 top1=100.0000

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.060



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.252


[E29B10 |   4224/60000 (  7%) ] Loss: 0.0049 top1=100.0000

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.056



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.236


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.0044 top1=100.0000

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.054



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.226



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4123 top1= 85.9475


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8760 top1= 61.2179


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5388 top1= 55.5589

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.0034 top1=100.0000

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.052



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.216


[E30B10 |   4224/60000 (  7%) ] Loss: 0.0045 top1=100.0000

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.048



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.202


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.0041 top1=100.0000

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.046



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.194



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4051 top1= 86.3982


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8207 top1= 61.8690


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4560 top1= 56.4203

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.0034 top1=100.0000

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.045



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.186


[E31B10 |   4224/60000 (  7%) ] Loss: 0.0043 top1=100.0000

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.042



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.175


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.0040 top1=100.0000

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.041



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.169



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4017 top1= 86.6386


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7668 top1= 62.7404


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3982 top1= 56.8510

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.0033 top1=100.0000

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.039



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.163


[E32B10 |   4224/60000 (  7%) ] Loss: 0.0040 top1=100.0000

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.037



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.154


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.0039 top1=100.0000

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.036



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.149



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3947 top1= 86.9291


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7225 top1= 63.4816


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3311 top1= 57.3317

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.0031 top1=100.0000

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.035



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.144


[E33B10 |   4224/60000 (  7%) ] Loss: 0.0038 top1=100.0000

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.033



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.136


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.0036 top1=100.0000

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.032



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.133



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3915 top1= 87.1094


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6772 top1= 64.1627


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2705 top1= 57.8526

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.0029 top1=100.0000

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.031



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.129


[E34B10 |   4224/60000 (  7%) ] Loss: 0.0037 top1=100.0000

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.029



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.122


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.0034 top1=100.0000

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.029



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.120



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3863 top1= 87.4499


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6347 top1= 64.9239


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2316 top1= 58.2332

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.0028 top1=100.0000

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.028



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.116


[E35B10 |   4224/60000 (  7%) ] Loss: 0.0035 top1=100.0000

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.026



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.110


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.0032 top1=100.0000

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.026



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.108



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3819 top1= 87.7304


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6067 top1= 65.6150


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1743 top1= 58.8442

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.0027 top1=100.0000

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.026



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.106


[E36B10 |   4224/60000 (  7%) ] Loss: 0.0034 top1=100.0000

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.024



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.101


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.0031 top1=100.0000

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.024



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.099



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3786 top1= 88.0008


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5684 top1= 66.1158


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1204 top1= 59.2748

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.0026 top1=100.0000

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.024



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.098


[E37B10 |   4224/60000 (  7%) ] Loss: 0.0032 top1=100.0000

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.022



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.093


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.0030 top1=100.0000

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.022



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.091



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3752 top1= 88.1210


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5357 top1= 66.7468


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0636 top1= 60.0260

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.0025 top1=100.0000

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.022



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.090


[E38B10 |   4224/60000 (  7%) ] Loss: 0.0031 top1=100.0000

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.021



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.086


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.0028 top1=100.0000

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.020



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.085



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3715 top1= 88.2913


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5025 top1= 67.3377


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0279 top1= 60.3265

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.0025 top1=100.0000

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.020



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.084


[E39B10 |   4224/60000 (  7%) ] Loss: 0.0030 top1=100.0000

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.019



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.080


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.0027 top1=100.0000

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.019



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.079



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3697 top1= 88.3814


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4777 top1= 67.7684


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9874 top1= 60.8774

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.0024 top1=100.0000

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.019



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.078


[E40B10 |   4224/60000 (  7%) ] Loss: 0.0030 top1=100.0000

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.018



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.075


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.0026 top1=100.0000

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.018



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.074



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3667 top1= 88.5317


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4493 top1= 68.2792


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9487 top1= 61.2780

Train epoch 41
[E41B0  |    384/60000 (  1%) ] Loss: 0.0024 top1=100.0000

=== Log global consensus distance @ E41B0 ===
consensus_distance=0.018



=== Log clique consensus distance @ E41B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.074


[E41B10 |   4224/60000 (  7%) ] Loss: 0.0029 top1=100.0000

=== Log global consensus distance @ E41B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E41B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.070


[E41B20 |   8064/60000 ( 13%) ] Loss: 0.0025 top1=100.0000

=== Log global consensus distance @ E41B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E41B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.070



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3639 top1= 88.6819


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4251 top1= 68.8401


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9097 top1= 61.6787

Train epoch 42
[E42B0  |    384/60000 (  1%) ] Loss: 0.0023 top1=100.0000

=== Log global consensus distance @ E42B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E42B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.070


[E42B10 |   4224/60000 (  7%) ] Loss: 0.0028 top1=100.0000

=== Log global consensus distance @ E42B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E42B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.066


[E42B20 |   8064/60000 ( 13%) ] Loss: 0.0024 top1=100.0000

=== Log global consensus distance @ E42B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E42B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.066



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3616 top1= 88.7620


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3989 top1= 69.1607


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8705 top1= 62.1194

Train epoch 43
[E43B0  |    384/60000 (  1%) ] Loss: 0.0023 top1=100.0000

=== Log global consensus distance @ E43B0 ===
consensus_distance=0.016



=== Log clique consensus distance @ E43B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.066


[E43B10 |   4224/60000 (  7%) ] Loss: 0.0027 top1=100.0000

=== Log global consensus distance @ E43B10 ===
consensus_distance=0.015



=== Log clique consensus distance @ E43B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063


[E43B20 |   8064/60000 ( 13%) ] Loss: 0.0024 top1=100.0000

=== Log global consensus distance @ E43B20 ===
consensus_distance=0.015



=== Log clique consensus distance @ E43B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.062



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3591 top1= 88.8622


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3768 top1= 69.5413


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8396 top1= 62.4599

Train epoch 44
[E44B0  |    384/60000 (  1%) ] Loss: 0.0022 top1=100.0000

=== Log global consensus distance @ E44B0 ===
consensus_distance=0.015



=== Log clique consensus distance @ E44B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.062


[E44B10 |   4224/60000 (  7%) ] Loss: 0.0027 top1=100.0000

=== Log global consensus distance @ E44B10 ===
consensus_distance=0.014



=== Log clique consensus distance @ E44B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.060


[E44B20 |   8064/60000 ( 13%) ] Loss: 0.0023 top1=100.0000

=== Log global consensus distance @ E44B20 ===
consensus_distance=0.014



=== Log clique consensus distance @ E44B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3571 top1= 88.9223


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3540 top1= 69.9119


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8098 top1= 62.7504

Train epoch 45
[E45B0  |    384/60000 (  1%) ] Loss: 0.0022 top1=100.0000

=== Log global consensus distance @ E45B0 ===
consensus_distance=0.014



=== Log clique consensus distance @ E45B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.060


[E45B10 |   4224/60000 (  7%) ] Loss: 0.0026 top1=100.0000

=== Log global consensus distance @ E45B10 ===
consensus_distance=0.014



=== Log clique consensus distance @ E45B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.057


[E45B20 |   8064/60000 ( 13%) ] Loss: 0.0022 top1=100.0000

=== Log global consensus distance @ E45B20 ===
consensus_distance=0.014



=== Log clique consensus distance @ E45B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.057



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3548 top1= 89.0224


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3340 top1= 70.3225


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7803 top1= 63.0709

Train epoch 46
[E46B0  |    384/60000 (  1%) ] Loss: 0.0021 top1=100.0000

=== Log global consensus distance @ E46B0 ===
consensus_distance=0.014



=== Log clique consensus distance @ E46B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.057


[E46B10 |   4224/60000 (  7%) ] Loss: 0.0026 top1=100.0000

=== Log global consensus distance @ E46B10 ===
consensus_distance=0.013



=== Log clique consensus distance @ E46B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054


[E46B20 |   8064/60000 ( 13%) ] Loss: 0.0022 top1=100.0000

=== Log global consensus distance @ E46B20 ===
consensus_distance=0.013



=== Log clique consensus distance @ E46B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3529 top1= 89.1526


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3162 top1= 70.6530


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7516 top1= 63.4315

Train epoch 47
[E47B0  |    384/60000 (  1%) ] Loss: 0.0021 top1=100.0000

=== Log global consensus distance @ E47B0 ===
consensus_distance=0.013



=== Log clique consensus distance @ E47B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055


[E47B10 |   4224/60000 (  7%) ] Loss: 0.0025 top1=100.0000

=== Log global consensus distance @ E47B10 ===
consensus_distance=0.013



=== Log clique consensus distance @ E47B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052


[E47B20 |   8064/60000 ( 13%) ] Loss: 0.0021 top1=100.0000

=== Log global consensus distance @ E47B20 ===
consensus_distance=0.013



=== Log clique consensus distance @ E47B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3513 top1= 89.2528


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2954 top1= 71.0737


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7310 top1= 63.7520

Train epoch 48
[E48B0  |    384/60000 (  1%) ] Loss: 0.0021 top1=100.0000

=== Log global consensus distance @ E48B0 ===
consensus_distance=0.013



=== Log clique consensus distance @ E48B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.053


[E48B10 |   4224/60000 (  7%) ] Loss: 0.0025 top1=100.0000

=== Log global consensus distance @ E48B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E48B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.050


[E48B20 |   8064/60000 ( 13%) ] Loss: 0.0021 top1=100.0000

=== Log global consensus distance @ E48B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E48B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.050



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3496 top1= 89.3029


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2757 top1= 71.5345


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7042 top1= 64.1827

Train epoch 49
[E49B0  |    384/60000 (  1%) ] Loss: 0.0021 top1=100.0000

=== Log global consensus distance @ E49B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E49B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.050


[E49B10 |   4224/60000 (  7%) ] Loss: 0.0024 top1=100.0000

=== Log global consensus distance @ E49B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E49B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.048


[E49B20 |   8064/60000 ( 13%) ] Loss: 0.0021 top1=100.0000

=== Log global consensus distance @ E49B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E49B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.048



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3479 top1= 89.3630


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2605 top1= 71.7248


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6873 top1= 64.3930

Train epoch 50
[E50B0  |    384/60000 (  1%) ] Loss: 0.0020 top1=100.0000

=== Log global consensus distance @ E50B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E50B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.049


[E50B10 |   4224/60000 (  7%) ] Loss: 0.0024 top1=100.0000

=== Log global consensus distance @ E50B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E50B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047


[E50B20 |   8064/60000 ( 13%) ] Loss: 0.0020 top1=100.0000

=== Log global consensus distance @ E50B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E50B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3463 top1= 89.4231


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2416 top1= 72.0152


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6603 top1= 64.7035

