
=== 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 0.604 0.062]
 [0.    0.    0.    0.    0.    0.    0.    0.    0.    0.    0.062 0.938]]


[E 1B10 |   4224/60000 (  7%) ] Loss: 0.6803 top1= 77.8409

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.368



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.457


[E 1B20 |   8064/60000 ( 13%) ] Loss: 0.2440 top1= 93.1818

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.708



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=2.950



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3220 top1= 60.2664


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.1771 top1= 40.8754


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.0539 top1= 41.1058

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 0.1496 top1= 94.8864

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.664



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=2.809


[E 2B10 |   4224/60000 (  7%) ] Loss: 0.1446 top1= 95.1705

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.522



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=2.194


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.1463 top1= 96.0227

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.401



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.676



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9580 top1= 65.1542


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7871 top1= 47.6763


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7230 top1= 45.0321

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.1413 top1= 95.1705

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.321



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=1.335


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.1425 top1= 95.4545

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.284



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=1.167


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.1390 top1= 96.5909

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.253



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=1.027



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7016 top1= 76.0116


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3028 top1= 50.0100


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0431 top1= 45.2624

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.0565 top1= 98.5795

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.225



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.918


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.0826 top1= 96.8750

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.214



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.869


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.0907 top1= 96.8750

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.200



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.815



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5735 top1= 80.8293


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1996 top1= 53.8161


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9252 top1= 45.0321

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.0472 top1= 98.5795

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.189



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.772


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.0543 top1= 98.0114

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.181



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.731


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.0687 top1= 98.0114

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.170



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.686



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5225 top1= 82.8726


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0346 top1= 55.6991


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7025 top1= 45.7232

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.0435 top1= 98.5795

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.169



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.681


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.0593 top1= 98.2955

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.169



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.681


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.0552 top1= 98.2955

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.161



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.640



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5011 top1= 82.9227


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8774 top1= 57.0312


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3501 top1= 47.5962

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.0483 top1= 98.8636

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.161



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.636


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.0246 top1= 99.7159

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.166



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.658


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.0496 top1= 98.8636

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.161



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.649



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4377 top1= 84.8958


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0158 top1= 56.5805


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4247 top1= 49.7296

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.0361 top1= 99.1477

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.160



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.646


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.0414 top1= 98.8636

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.154



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.620


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.0511 top1= 98.8636

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.151



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.610



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4222 top1= 86.5084


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6124 top1= 60.3065


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4594 top1= 49.9700

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.0196 top1=100.0000

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.149



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.603


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.0234 top1= 99.1477

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.143



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.573


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.0438 top1= 98.5795

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.137



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.548



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4467 top1= 85.5970


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6248 top1= 61.3582


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6213 top1= 51.6426

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.0271 top1= 99.1477

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.132



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.521


[E10B10 |   4224/60000 (  7%) ] Loss: 0.0219 top1= 99.7159

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.122



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.481


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.0199 top1= 99.7159

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.117



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.464



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4490 top1= 85.4367


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4979 top1= 62.9407


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4025 top1= 52.2336

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.0148 top1=100.0000

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.113



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.450


[E11B10 |   4224/60000 (  7%) ] Loss: 0.0306 top1= 99.1477

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.105



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.411


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.0166 top1=100.0000

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.103



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.403



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5074 top1= 83.7540


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4653 top1= 62.7404


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1480 top1= 54.1366

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.0406 top1= 98.5795

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.105



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.413


[E12B10 |   4224/60000 (  7%) ] Loss: 0.0229 top1= 99.4318

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.102



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.402


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.0165 top1= 99.4318

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.099



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.392



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4528 top1= 85.9075


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5034 top1= 63.5617


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0694 top1= 54.9980

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.0176 top1= 99.7159

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.096



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.375


[E13B10 |   4224/60000 (  7%) ] Loss: 0.0168 top1= 99.7159

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.092



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.363


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.0146 top1= 99.7159

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.088



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.342



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4425 top1= 86.8189


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4734 top1= 64.0525


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0981 top1= 54.7476

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.0099 top1=100.0000

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.083



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.324


[E14B10 |   4224/60000 (  7%) ] Loss: 0.0111 top1=100.0000

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.078



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.302


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.0135 top1= 99.7159

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.076



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.293



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4356 top1= 86.7989


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4812 top1= 64.0325


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0155 top1= 55.7392

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.0117 top1=100.0000

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.078



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.302


[E15B10 |   4224/60000 (  7%) ] Loss: 0.0092 top1=100.0000

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.075



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.289


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.0144 top1= 99.7159

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.076



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.290



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4203 top1= 87.3998


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5695 top1= 62.8005


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0921 top1= 55.0280

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.0142 top1= 99.7159

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.078



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.301


[E16B10 |   4224/60000 (  7%) ] Loss: 0.0163 top1= 99.7159

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.076



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.290


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.0122 top1=100.0000

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.076



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.291



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4453 top1= 86.3782


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5539 top1= 63.2312


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0396 top1= 55.7292

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.0105 top1=100.0000

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.075



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.287


[E17B10 |   4224/60000 (  7%) ] Loss: 0.0192 top1= 99.7159

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.075



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.287


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.0118 top1= 99.7159

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.078



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.300



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4534 top1= 86.4183


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4693 top1= 64.2328


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1003 top1= 55.1583

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.0098 top1=100.0000

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.079



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.304


[E18B10 |   4224/60000 (  7%) ] Loss: 0.0109 top1=100.0000

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.074



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.283


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.0246 top1= 99.7159

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.074



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.283



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4429 top1= 86.5585


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5313 top1= 63.3113


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0638 top1= 55.5789

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.0145 top1= 99.7159

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.077



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.297


[E19B10 |   4224/60000 (  7%) ] Loss: 0.0107 top1=100.0000

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.074



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.286


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.0120 top1=100.0000

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.076



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.291



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4458 top1= 86.7388


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4996 top1= 63.6418


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0953 top1= 54.9780

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.0126 top1=100.0000

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.076



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.294


[E20B10 |   4224/60000 (  7%) ] Loss: 0.0153 top1= 99.7159

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.077



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.295


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.0143 top1= 99.7159

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.075



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.289



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4696 top1= 85.9876


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4698 top1= 64.2528


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0610 top1= 55.4187

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.0097 top1=100.0000

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.075



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.291


[E21B10 |   4224/60000 (  7%) ] Loss: 0.0099 top1=100.0000

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.072



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.275


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.0174 top1= 99.4318

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.072



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.276



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4368 top1= 86.8490


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5280 top1= 63.3413


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0880 top1= 55.2083

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.0108 top1=100.0000

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.075



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.290


[E22B10 |   4224/60000 (  7%) ] Loss: 0.0094 top1=100.0000

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.073



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.278


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.0110 top1= 99.7159

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.073



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.279



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4516 top1= 86.5385


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5491 top1= 63.3914


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0594 top1= 55.4087

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.0106 top1=100.0000

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.073



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.279


[E23B10 |   4224/60000 (  7%) ] Loss: 0.0190 top1= 99.4318

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.072



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.273


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.0128 top1= 99.4318

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.072



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.276



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4604 top1= 86.1779


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4789 top1= 64.2328


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0980 top1= 55.2284

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.0095 top1=100.0000

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.074



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.283


[E24B10 |   4224/60000 (  7%) ] Loss: 0.0082 top1=100.0000

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.070



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.268


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.0148 top1= 99.7159

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.071



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.272



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4464 top1= 86.5284


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5327 top1= 63.5216


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0856 top1= 55.3786

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.0104 top1=100.0000

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.073



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.282


[E25B10 |   4224/60000 (  7%) ] Loss: 0.0125 top1=100.0000

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.072



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.275


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.0120 top1= 99.7159

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.073



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.277



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4521 top1= 86.4683


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5522 top1= 63.3313


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1105 top1= 55.1583

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.0101 top1=100.0000

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.073



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.282


[E26B10 |   4224/60000 (  7%) ] Loss: 0.0134 top1=100.0000

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.072



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.275


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.0130 top1=100.0000

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.072



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.273



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4652 top1= 86.3582


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4861 top1= 64.0024


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0620 top1= 55.3686

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.0111 top1=100.0000

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.075



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.286


[E27B10 |   4224/60000 (  7%) ] Loss: 0.0087 top1=100.0000

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.071



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.272


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.0144 top1= 99.7159

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.072



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.274



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4472 top1= 86.7087


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5076 top1= 63.8321


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0984 top1= 55.3185

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.0101 top1=100.0000

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.073



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.282


[E28B10 |   4224/60000 (  7%) ] Loss: 0.0128 top1=100.0000

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.073



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.277


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.0104 top1=100.0000

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.071



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.269



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4549 top1= 86.3682


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5896 top1= 63.4215


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0973 top1= 55.2784

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.0098 top1=100.0000

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.071



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.273


[E29B10 |   4224/60000 (  7%) ] Loss: 0.0131 top1=100.0000

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.071



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.269


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.0106 top1=100.0000

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.072



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.274



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4523 top1= 86.6086


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5530 top1= 63.7119


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1154 top1= 55.1382

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.0102 top1=100.0000

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.073



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.279


[E30B10 |   4224/60000 (  7%) ] Loss: 0.0080 top1=100.0000

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.069



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.264


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.0178 top1= 99.7159

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.071



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.271



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4468 top1= 86.7889


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5250 top1= 63.5317


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0731 top1= 55.4287

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.0129 top1= 99.7159

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.074



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.283


[E31B10 |   4224/60000 (  7%) ] Loss: 0.0112 top1=100.0000

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.072



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.275


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.0104 top1=100.0000

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.073



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.278



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4468 top1= 86.7087


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5681 top1= 63.2212


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1235 top1= 55.0280

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.0109 top1=100.0000

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.073



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.281


[E32B10 |   4224/60000 (  7%) ] Loss: 0.0225 top1= 99.4318

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.074



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.286


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.0131 top1= 99.7159

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.075



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.286



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4835 top1= 85.6571


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5019 top1= 64.0925


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0739 top1= 55.6090

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.0105 top1=100.0000

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.075



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.287


[E33B10 |   4224/60000 (  7%) ] Loss: 0.0112 top1=100.0000

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.072



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.274


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.0165 top1= 99.7159

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.071



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.270



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4546 top1= 86.6486


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5116 top1= 63.6218


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1150 top1= 55.1282

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.0127 top1=100.0000

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.073



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.280


[E34B10 |   4224/60000 (  7%) ] Loss: 0.0087 top1=100.0000

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.070



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.267


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.0121 top1= 99.7159

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.070



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.265



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4625 top1= 86.3682


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5574 top1= 63.5216


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0644 top1= 55.5389

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.0106 top1=100.0000

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.070



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.266


[E35B10 |   4224/60000 (  7%) ] Loss: 0.0172 top1= 99.7159

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.070



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.265


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.0136 top1= 99.7159

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.071



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.270



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4775 top1= 85.9776


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4970 top1= 64.3029


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1446 top1= 54.9179

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.0097 top1=100.0000

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.072



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.277


[E36B10 |   4224/60000 (  7%) ] Loss: 0.0087 top1=100.0000

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.070



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.265


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.0135 top1= 99.7159

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.070



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.264



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4554 top1= 86.5785


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5052 top1= 63.8522


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1082 top1= 55.3285

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.0104 top1=100.0000

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.072



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.276


[E37B10 |   4224/60000 (  7%) ] Loss: 0.0116 top1=100.0000

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.071



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.271


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.0099 top1=100.0000

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.072



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.275



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4564 top1= 86.5685


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6110 top1= 62.8906


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1297 top1= 55.0080

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.0123 top1=100.0000

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.072



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.276


[E38B10 |   4224/60000 (  7%) ] Loss: 0.0146 top1=100.0000

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.071



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.270


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.0138 top1= 99.4318

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.071



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.271



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4723 top1= 86.2179


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5030 top1= 64.1727


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0829 top1= 55.4788

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.0103 top1=100.0000

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.073



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.281


[E39B10 |   4224/60000 (  7%) ] Loss: 0.0087 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=0.269


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.0125 top1= 99.7159

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.072



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.272



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4493 top1= 86.7588


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5460 top1= 63.6518


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1415 top1= 54.9679

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.0100 top1=100.0000

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.073



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.280


[E40B10 |   4224/60000 (  7%) ] Loss: 0.0118 top1=100.0000

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.072



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.274


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.0103 top1=100.0000

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.070



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.266



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4606 top1= 86.3682


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6062 top1= 63.1310


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0921 top1= 55.4387

Train epoch 41
[E41B0  |    384/60000 (  1%) ] Loss: 0.0094 top1=100.0000

=== Log global consensus distance @ E41B0 ===
consensus_distance=0.071



=== Log clique consensus distance @ E41B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.273


[E41B10 |   4224/60000 (  7%) ] Loss: 0.0115 top1=100.0000

=== Log global consensus distance @ E41B10 ===
consensus_distance=0.070



=== Log clique consensus distance @ E41B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.267


[E41B20 |   8064/60000 ( 13%) ] Loss: 0.0163 top1= 99.7159

=== Log global consensus distance @ E41B20 ===
consensus_distance=0.072



=== Log clique consensus distance @ E41B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.274



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4567 top1= 86.7288


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5508 top1= 63.6218


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1415 top1= 54.9980

Train epoch 42
[E42B0  |    384/60000 (  1%) ] Loss: 0.0117 top1=100.0000

=== Log global consensus distance @ E42B0 ===
consensus_distance=0.075



=== Log clique consensus distance @ E42B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.286


[E42B10 |   4224/60000 (  7%) ] Loss: 0.0081 top1=100.0000

=== Log global consensus distance @ E42B10 ===
consensus_distance=0.071



=== Log clique consensus distance @ E42B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.269


[E42B20 |   8064/60000 ( 13%) ] Loss: 0.0126 top1=100.0000

=== Log global consensus distance @ E42B20 ===
consensus_distance=0.071



=== Log clique consensus distance @ E42B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.272



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4619 top1= 86.5685


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4843 top1= 64.0124


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0956 top1= 55.4187

Train epoch 43
[E43B0  |    384/60000 (  1%) ] Loss: 0.0156 top1= 99.4318

=== Log global consensus distance @ E43B0 ===
consensus_distance=0.074



=== Log clique consensus distance @ E43B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.284


[E43B10 |   4224/60000 (  7%) ] Loss: 0.0117 top1=100.0000

=== Log global consensus distance @ E43B10 ===
consensus_distance=0.074



=== Log clique consensus distance @ E43B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.284


[E43B20 |   8064/60000 ( 13%) ] Loss: 0.0113 top1=100.0000

=== Log global consensus distance @ E43B20 ===
consensus_distance=0.074



=== Log clique consensus distance @ E43B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.285



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4461 top1= 86.6987


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6240 top1= 62.9808


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1465 top1= 54.9780

Train epoch 44
[E44B0  |    384/60000 (  1%) ] Loss: 0.0087 top1=100.0000

=== Log global consensus distance @ E44B0 ===
consensus_distance=0.074



=== Log clique consensus distance @ E44B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.285


[E44B10 |   4224/60000 (  7%) ] Loss: 0.0307 top1= 99.4318

=== Log global consensus distance @ E44B10 ===
consensus_distance=0.075



=== Log clique consensus distance @ E44B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.286


[E44B20 |   8064/60000 ( 13%) ] Loss: 0.0116 top1=100.0000

=== Log global consensus distance @ E44B20 ===
consensus_distance=0.075



=== Log clique consensus distance @ E44B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.286



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4862 top1= 85.7171


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4570 top1= 64.8738


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0831 top1= 55.6490

Train epoch 45
[E45B0  |    384/60000 (  1%) ] Loss: 0.0107 top1=100.0000

=== Log global consensus distance @ E45B0 ===
consensus_distance=0.075



=== Log clique consensus distance @ E45B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.288


[E45B10 |   4224/60000 (  7%) ] Loss: 0.0111 top1=100.0000

=== Log global consensus distance @ E45B10 ===
consensus_distance=0.073



=== Log clique consensus distance @ E45B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.277


[E45B20 |   8064/60000 ( 13%) ] Loss: 0.0213 top1= 99.7159

=== Log global consensus distance @ E45B20 ===
consensus_distance=0.072



=== Log clique consensus distance @ E45B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.274



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4489 top1= 86.8590


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5909 top1= 62.8405


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1701 top1= 54.8377

Train epoch 46
[E46B0  |    384/60000 (  1%) ] Loss: 0.0136 top1= 99.7159

=== Log global consensus distance @ E46B0 ===
consensus_distance=0.075



=== Log clique consensus distance @ E46B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.288


[E46B10 |   4224/60000 (  7%) ] Loss: 0.0087 top1=100.0000

=== Log global consensus distance @ E46B10 ===
consensus_distance=0.071



=== Log clique consensus distance @ E46B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.273


[E46B20 |   8064/60000 ( 13%) ] Loss: 0.0100 top1=100.0000

=== Log global consensus distance @ E46B20 ===
consensus_distance=0.070



=== Log clique consensus distance @ E46B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.266



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4624 top1= 86.4283


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5658 top1= 63.4615


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0823 top1= 55.5589

Train epoch 47
[E47B0  |    384/60000 (  1%) ] Loss: 0.0130 top1= 99.7159

=== Log global consensus distance @ E47B0 ===
consensus_distance=0.071



=== Log clique consensus distance @ E47B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.270


[E47B10 |   4224/60000 (  7%) ] Loss: 0.0177 top1= 99.4318

=== Log global consensus distance @ E47B10 ===
consensus_distance=0.072



=== Log clique consensus distance @ E47B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.276


[E47B20 |   8064/60000 ( 13%) ] Loss: 0.0130 top1= 99.7159

=== Log global consensus distance @ E47B20 ===
consensus_distance=0.073



=== Log clique consensus distance @ E47B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.278



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4765 top1= 85.9976


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5204 top1= 64.0925


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1598 top1= 54.9880

Train epoch 48
[E48B0  |    384/60000 (  1%) ] Loss: 0.0089 top1=100.0000

=== Log global consensus distance @ E48B0 ===
consensus_distance=0.074



=== Log clique consensus distance @ E48B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.282


[E48B10 |   4224/60000 (  7%) ] Loss: 0.0083 top1=100.0000

=== Log global consensus distance @ E48B10 ===
consensus_distance=0.070



=== Log clique consensus distance @ E48B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.266


[E48B20 |   8064/60000 ( 13%) ] Loss: 0.0173 top1= 99.4318

=== Log global consensus distance @ E48B20 ===
consensus_distance=0.070



=== Log clique consensus distance @ E48B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.265



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4561 top1= 86.6186


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5392 top1= 63.3914


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0865 top1= 55.5789

Train epoch 49
[E49B0  |    384/60000 (  1%) ] Loss: 0.0124 top1=100.0000

=== Log global consensus distance @ E49B0 ===
consensus_distance=0.073



=== Log clique consensus distance @ E49B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.279


[E49B10 |   4224/60000 (  7%) ] Loss: 0.0116 top1=100.0000

=== Log global consensus distance @ E49B10 ===
consensus_distance=0.072



=== Log clique consensus distance @ E49B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.277


[E49B20 |   8064/60000 ( 13%) ] Loss: 0.0093 top1=100.0000

=== Log global consensus distance @ E49B20 ===
consensus_distance=0.073



=== Log clique consensus distance @ E49B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.278



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4548 top1= 86.6086


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6342 top1= 62.8706


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1704 top1= 54.8678

Train epoch 50
[E50B0  |    384/60000 (  1%) ] Loss: 0.0104 top1=100.0000

=== Log global consensus distance @ E50B0 ===
consensus_distance=0.072



=== Log clique consensus distance @ E50B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.274


[E50B10 |   4224/60000 (  7%) ] Loss: 0.0185 top1= 99.4318

=== Log global consensus distance @ E50B10 ===
consensus_distance=0.071



=== Log clique consensus distance @ E50B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.270


[E50B20 |   8064/60000 ( 13%) ] Loss: 0.0127 top1= 99.7159

=== Log global consensus distance @ E50B20 ===
consensus_distance=0.071



=== Log clique consensus distance @ E50B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.271



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4838 top1= 86.0477


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5140 top1= 64.1126


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0839 top1= 55.5689

