
=== 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 LabelFlippingWorker

=== 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([0, 0, 0, 0, 0], 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: 0.7081 top1= 77.2727

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.350



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.434


[E 1B20 |   8064/60000 ( 13%) ] Loss: 0.2580 top1= 91.7614

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.683



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=2.889



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3042 top1= 57.8726


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.2243 top1= 40.6951


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.3332 top1= 41.5865

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 0.1518 top1= 95.1705

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.642



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=2.750


[E 2B10 |   4224/60000 (  7%) ] Loss: 0.1495 top1= 94.6023

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.500



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=2.147


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.1562 top1= 96.0227

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.384



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=1.652



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9945 top1= 64.1627


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9938 top1= 48.3273


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.3668 top1= 45.3826

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.0986 top1= 96.5909

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.305



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=1.308


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.1121 top1= 96.3068

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.260



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=1.114


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.1109 top1= 96.8750

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.225



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.962



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7592 top1= 72.2456


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6113 top1= 49.6595


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4974 top1= 44.7817

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.0980 top1= 96.0227

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.201



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.859


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.1018 top1= 96.0227

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.191



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.813


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.1088 top1= 96.3068

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.182



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.773



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6317 top1= 76.8530


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4276 top1= 50.5008


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0906 top1= 45.7131

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.0688 top1= 98.0114

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.172



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.734


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.0653 top1= 98.0114

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.169



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.716


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.0942 top1= 96.3068

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.164



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.698



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5164 top1= 80.9495


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2454 top1= 52.9046


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7437 top1= 47.4559

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.0501 top1= 98.2955

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.157



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.667


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.0600 top1= 98.0114

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.152



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.645


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.0478 top1= 98.5795

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.152



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.646



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5176 top1= 81.2400


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9771 top1= 56.0397


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9544 top1= 47.8466

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.0343 top1= 99.4318

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.145



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.616


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.0486 top1= 98.2955

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.144



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.605


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.0529 top1= 98.2955

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.137



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.583



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4920 top1= 82.5721


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2309 top1= 56.3602


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6863 top1= 51.8630

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.0322 top1= 98.8636

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.134



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.569


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.0287 top1= 99.1477

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.133



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.563


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.0499 top1= 99.4318

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.129



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.548



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5004 top1= 82.8325


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4224 top1= 54.8077


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5446 top1= 54.4571

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.0445 top1= 98.5795

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.127



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.536


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.0161 top1= 99.7159

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.118



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.499


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.0374 top1= 98.8636

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.118



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.496



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5386 top1= 81.8610


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1892 top1= 56.3001


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6224 top1= 53.8562

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.0235 top1= 99.1477

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.113



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.477


[E10B10 |   4224/60000 (  7%) ] Loss: 0.0243 top1= 99.1477

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.112



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.471


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.0431 top1= 98.2955

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.114



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.480



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4544 top1= 84.7556


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9423 top1= 59.2348


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1535 top1= 56.0897

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.0251 top1= 99.4318

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.111



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.471


[E11B10 |   4224/60000 (  7%) ] Loss: 0.0346 top1= 98.2955

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.104



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.444


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.0546 top1= 98.0114

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.104



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.440



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4874 top1= 83.4936


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8049 top1= 60.7973


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1963 top1= 56.9411

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.0361 top1= 98.8636

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.112



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.476


[E12B10 |   4224/60000 (  7%) ] Loss: 0.0259 top1= 99.4318

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.110



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.470


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.0150 top1= 99.7159

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.098



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.419



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4294 top1= 85.5168


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9263 top1= 60.3165


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1053 top1= 58.5036

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.0143 top1= 99.4318

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.090



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.382


[E13B10 |   4224/60000 (  7%) ] Loss: 0.0144 top1= 99.7159

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.078



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.332


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.0166 top1= 99.4318

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.071



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.302



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3972 top1= 87.1494


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4095 top1= 67.6282


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0282 top1= 59.1647

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.0056 top1=100.0000

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.062



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.261


[E14B10 |   4224/60000 (  7%) ] Loss: 0.0086 top1= 99.7159

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.059



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.248


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.0180 top1= 99.1477

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.051



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.217



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3478 top1= 88.8121


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5531 top1= 66.4463


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9559 top1= 60.1162

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.0048 top1=100.0000

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.052



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.219


[E15B10 |   4224/60000 (  7%) ] Loss: 0.0170 top1= 99.1477

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.054



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.227


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.0045 top1=100.0000

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.051



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.216



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3611 top1= 88.9123


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6921 top1= 66.7468


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7047 top1= 62.8706

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.0123 top1= 99.7159

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.050



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.210


[E16B10 |   4224/60000 (  7%) ] Loss: 0.0049 top1=100.0000

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.047



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.198


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.0064 top1= 99.7159

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.046



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.195



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3819 top1= 87.8806


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7486 top1= 63.8622


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6619 top1= 64.2628

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.0077 top1= 99.7159

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.048



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.200


[E17B10 |   4224/60000 (  7%) ] Loss: 0.0052 top1=100.0000

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.046



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.196


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.0238 top1= 99.7159

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.051



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.216



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3584 top1= 89.2929


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5080 top1= 67.9487


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5769 top1= 65.7452

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.0033 top1=100.0000

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.051



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.218


[E18B10 |   4224/60000 (  7%) ] Loss: 0.0047 top1=100.0000

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.045



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.189


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.0062 top1= 99.7159

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.048



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.201



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3455 top1= 89.6935


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6659 top1= 67.7183


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5759 top1= 65.6851

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.0035 top1=100.0000

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.051



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.218


[E19B10 |   4224/60000 (  7%) ] Loss: 0.0040 top1=100.0000

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.053



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.226


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.0087 top1= 99.7159

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.051



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.213



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3391 top1= 89.8938


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4728 top1= 70.6230


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6820 top1= 64.4832

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.0103 top1= 99.4318

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.052



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.220


[E20B10 |   4224/60000 (  7%) ] Loss: 0.0051 top1=100.0000

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.050



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.211


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.0071 top1=100.0000

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.044



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.185



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3166 top1= 90.4647


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6070 top1= 69.2007


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3568 top1= 68.4996

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.0060 top1=100.0000

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.042



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.178


[E21B10 |   4224/60000 (  7%) ] Loss: 0.0067 top1= 99.7159

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.037



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.157


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.0023 top1=100.0000

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.033



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.139



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3424 top1= 89.9639


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3174 top1= 71.1438


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3067 top1= 69.9820

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.0019 top1=100.0000

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.028



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.118


[E22B10 |   4224/60000 (  7%) ] Loss: 0.0020 top1=100.0000

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.022



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.094


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.0019 top1=100.0000

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.019



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.082



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3135 top1= 91.0857


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1827 top1= 73.8482


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2608 top1= 71.0236

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.0018 top1=100.0000

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.018



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.077


[E23B10 |   4224/60000 (  7%) ] Loss: 0.0015 top1=100.0000

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.066


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.0019 top1=100.0000

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.063



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2786 top1= 92.2977


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2880 top1= 73.3774


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4886 top1= 67.7284

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.0128 top1= 99.4318

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.024



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.092


[E24B10 |   4224/60000 (  7%) ] Loss: 0.0120 top1= 99.4318

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.033



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.126


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.0079 top1= 99.7159

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.028



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.105



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3165 top1= 90.8053


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9109 top1= 79.8177


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7249 top1= 64.9940

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.0014 top1=100.0000

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.023



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.089


[E25B10 |   4224/60000 (  7%) ] Loss: 0.0015 top1=100.0000

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.019



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.078


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.0026 top1=100.0000

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.072



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3078 top1= 91.4062


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9527 top1= 79.1466


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2246 top1= 70.9135

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.0014 top1=100.0000

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.015



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.064


[E26B10 |   4224/60000 (  7%) ] Loss: 0.0015 top1=100.0000

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.014



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.0011 top1=100.0000

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.014



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.058



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3147 top1= 91.3862


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9067 top1= 80.0180


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3348 top1= 69.7216

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.0012 top1=100.0000

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.014



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.056


[E27B10 |   4224/60000 (  7%) ] Loss: 0.0013 top1=100.0000

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.051


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.0011 top1=100.0000

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.048



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3118 top1= 91.6166


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9097 top1= 80.2284


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1193 top1= 73.7981

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.0011 top1=100.0000

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.048


[E28B10 |   4224/60000 (  7%) ] Loss: 0.0014 top1=100.0000

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.046


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.0011 top1=100.0000

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.011



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3111 top1= 91.7268


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9054 top1= 80.3786


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0381 top1= 75.6611

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.0010 top1=100.0000

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.010



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.043


[E29B10 |   4224/60000 (  7%) ] Loss: 0.0012 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=0.042


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.0013 top1=100.0000

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.041



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2894 top1= 92.2376


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6270 top1= 70.7732


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4639 top1= 69.9920

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.0018 top1=100.0000

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.023



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.087


[E30B10 |   4224/60000 (  7%) ] Loss: 0.0012 top1=100.0000

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.024



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.097


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.0009 top1=100.0000

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.019



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.075



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3032 top1= 91.9271


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0243 top1= 78.4455


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3256 top1= 70.5329

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.0016 top1=100.0000

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.015



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.061


[E31B10 |   4224/60000 (  7%) ] Loss: 0.0016 top1=100.0000

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.014



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.056


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.0015 top1=100.0000

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.050



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3114 top1= 91.8570


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8502 top1= 81.6506


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0802 top1= 74.2288

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.0011 top1=100.0000

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.044


[E32B10 |   4224/60000 (  7%) ] Loss: 0.0009 top1=100.0000

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.043


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.0010 top1=100.0000

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.042



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3076 top1= 92.0673


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8676 top1= 81.4303


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9641 top1= 77.1635

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.0011 top1=100.0000

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



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038


[E33B10 |   4224/60000 (  7%) ] Loss: 0.0016 top1=100.0000

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.0008 top1=100.0000

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3076 top1= 92.2075


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8474 top1= 81.8309


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9421 top1= 77.9046

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.0011 top1=100.0000

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.009



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


[E34B10 |   4224/60000 (  7%) ] Loss: 0.0011 top1=100.0000

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.0008 top1=100.0000

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2985 top1= 92.4279


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8390 top1= 82.2316


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9242 top1= 78.1951

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.0006 top1=100.0000

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



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034


[E35B10 |   4224/60000 (  7%) ] Loss: 0.0013 top1=100.0000

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.0007 top1=100.0000

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2999 top1= 92.3377


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8571 top1= 81.8910


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9354 top1= 78.0248

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.0008 top1=100.0000

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035


[E36B10 |   4224/60000 (  7%) ] Loss: 0.0008 top1=100.0000

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.0017 top1=100.0000

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3056 top1= 92.3678


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7863 top1= 83.0429


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8911 top1= 79.1667

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.0008 top1=100.0000

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E37B10 |   4224/60000 (  7%) ] Loss: 0.0010 top1=100.0000

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.0006 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=0.3043 top1= 92.4780


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7849 top1= 83.3433


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8607 top1= 79.8578

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.0006 top1=100.0000

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029


[E38B10 |   4224/60000 (  7%) ] Loss: 0.0007 top1=100.0000

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.0788 top1= 97.7273

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.034



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4493 top1= 89.3730


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.4697 top1= 65.1042


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7980 top1= 69.2308

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.0430 top1= 99.1477

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.048



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.185


[E39B10 |   4224/60000 (  7%) ] Loss: 0.0029 top1=100.0000

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.071



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.280


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.0114 top1= 99.7159

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.076



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.312



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3205 top1= 91.5164


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4598 top1= 73.6278


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8833 top1= 65.7552

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.0044 top1= 99.7159

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.068



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.285


[E40B10 |   4224/60000 (  7%) ] Loss: 0.0080 top1= 99.7159

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.060



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.254


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.0048 top1= 99.7159

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.049



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.205



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3221 top1= 91.6266


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2050 top1= 76.8530


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0563 top1= 76.5925

Train epoch 41
[E41B0  |    384/60000 (  1%) ] Loss: 0.0027 top1=100.0000

=== Log global consensus distance @ E41B0 ===
consensus_distance=0.039



=== Log clique consensus distance @ E41B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.164


[E41B10 |   4224/60000 (  7%) ] Loss: 0.0022 top1=100.0000

=== Log global consensus distance @ E41B10 ===
consensus_distance=0.032



=== Log clique consensus distance @ E41B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.137


[E41B20 |   8064/60000 ( 13%) ] Loss: 0.0007 top1=100.0000

=== Log global consensus distance @ E41B20 ===
consensus_distance=0.026



=== Log clique consensus distance @ E41B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.110



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3280 top1= 91.6967


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1654 top1= 76.8830


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9133 top1= 79.5072

Train epoch 42
[E42B0  |    384/60000 (  1%) ] Loss: 0.0008 top1=100.0000

=== Log global consensus distance @ E42B0 ===
consensus_distance=0.020



=== Log clique consensus distance @ E42B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.085


[E42B10 |   4224/60000 (  7%) ] Loss: 0.0009 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=0.065


[E42B20 |   8064/60000 ( 13%) ] Loss: 0.0007 top1=100.0000

=== Log global consensus distance @ E42B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E42B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3117 top1= 92.2576


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9847 top1= 79.6875


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8839 top1= 80.0982

Train epoch 43
[E43B0  |    384/60000 (  1%) ] Loss: 0.0008 top1=100.0000

=== Log global consensus distance @ E43B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E43B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.048


[E43B10 |   4224/60000 (  7%) ] Loss: 0.0010 top1=100.0000

=== Log global consensus distance @ E43B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E43B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.041


[E43B20 |   8064/60000 ( 13%) ] Loss: 0.0006 top1=100.0000

=== Log global consensus distance @ E43B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E43B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3117 top1= 92.4880


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8717 top1= 81.9211


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8537 top1= 80.5789

Train epoch 44
[E44B0  |    384/60000 (  1%) ] Loss: 0.0007 top1=100.0000

=== Log global consensus distance @ E44B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E44B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037


[E44B10 |   4224/60000 (  7%) ] Loss: 0.0008 top1=100.0000

=== Log global consensus distance @ E44B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E44B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034


[E44B20 |   8064/60000 ( 13%) ] Loss: 0.0006 top1=100.0000

=== Log global consensus distance @ E44B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E44B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3114 top1= 92.5481


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7803 top1= 83.3333


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8230 top1= 81.1498

Train epoch 45
[E45B0  |    384/60000 (  1%) ] Loss: 0.0007 top1=100.0000

=== Log global consensus distance @ E45B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E45B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E45B10 |   4224/60000 (  7%) ] Loss: 0.0010 top1=100.0000

=== Log global consensus distance @ E45B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E45B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E45B20 |   8064/60000 ( 13%) ] Loss: 0.0059 top1= 99.7159

=== Log global consensus distance @ E45B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E45B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.034



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2980 top1= 92.5381


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9659 top1= 69.0505


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2714 top1= 72.8466

Train epoch 46
[E46B0  |    384/60000 (  1%) ] Loss: 0.0185 top1= 99.7159

=== Log global consensus distance @ E46B0 ===
consensus_distance=0.024



=== Log clique consensus distance @ E46B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.091


[E46B10 |   4224/60000 (  7%) ] Loss: 0.0004 top1=100.0000

=== Log global consensus distance @ E46B10 ===
consensus_distance=0.023



=== Log clique consensus distance @ E46B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.087


[E46B20 |   8064/60000 ( 13%) ] Loss: 0.0014 top1=100.0000

=== Log global consensus distance @ E46B20 ===
consensus_distance=0.018



=== Log clique consensus distance @ E46B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.067



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2932 top1= 92.7384


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0573 top1= 78.4756


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1941 top1= 74.2588

Train epoch 47
[E47B0  |    384/60000 (  1%) ] Loss: 0.0007 top1=100.0000

=== Log global consensus distance @ E47B0 ===
consensus_distance=0.018



=== Log clique consensus distance @ E47B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.071


[E47B10 |   4224/60000 (  7%) ] Loss: 0.0016 top1=100.0000

=== Log global consensus distance @ E47B10 ===
consensus_distance=0.021



=== Log clique consensus distance @ E47B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.090


[E47B20 |   8064/60000 ( 13%) ] Loss: 0.0005 top1=100.0000

=== Log global consensus distance @ E47B20 ===
consensus_distance=0.020



=== Log clique consensus distance @ E47B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.084



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3707 top1= 90.6751


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7697 top1= 73.0268


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8687 top1= 80.4587

Train epoch 48
[E48B0  |    384/60000 (  1%) ] Loss: 0.0031 top1=100.0000

=== Log global consensus distance @ E48B0 ===
consensus_distance=0.019



=== Log clique consensus distance @ E48B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.078


[E48B10 |   4224/60000 (  7%) ] Loss: 0.0013 top1=100.0000

=== Log global consensus distance @ E48B10 ===
consensus_distance=0.015



=== Log clique consensus distance @ E48B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.062


[E48B20 |   8064/60000 ( 13%) ] Loss: 0.0010 top1=100.0000

=== Log global consensus distance @ E48B20 ===
consensus_distance=0.015



=== Log clique consensus distance @ E48B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.065



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3335 top1= 91.8670


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3303 top1= 75.6310


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8409 top1= 81.1098

Train epoch 49
[E49B0  |    384/60000 (  1%) ] Loss: 0.0008 top1=100.0000

=== Log global consensus distance @ E49B0 ===
consensus_distance=0.013



=== Log clique consensus distance @ E49B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.057


[E49B10 |   4224/60000 (  7%) ] Loss: 0.0007 top1=100.0000

=== Log global consensus distance @ E49B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E49B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.043


[E49B20 |   8064/60000 ( 13%) ] Loss: 0.0006 top1=100.0000

=== Log global consensus distance @ E49B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E49B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3168 top1= 92.3878


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8350 top1= 82.9327


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8122 top1= 81.7208

Train epoch 50
[E50B0  |    384/60000 (  1%) ] Loss: 0.0007 top1=100.0000

=== Log global consensus distance @ E50B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E50B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034


[E50B10 |   4224/60000 (  7%) ] Loss: 0.0009 top1=100.0000

=== Log global consensus distance @ E50B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E50B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E50B20 |   8064/60000 ( 13%) ] Loss: 0.0004 top1=100.0000

=== Log global consensus distance @ E50B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E50B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3145 top1= 92.5982


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7400 top1= 84.4651


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7850 top1= 82.2616

