
=== 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 0.542 0.125]
 [0.    0.    0.    0.    0.    0.    0.    0.    0.    0.    0.125 0.875]]


[E 1B10 |   4224/60000 (  7%) ] Loss: 0.5191 top1= 83.2386

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.391



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=1.512


[E 1B20 |   8064/60000 ( 13%) ] Loss: 0.2464 top1= 93.7500

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.765



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=3.129



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4749 top1= 57.0613


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.0467 top1= 40.7051


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.8342 top1= 41.2360

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 0.1385 top1= 95.1705

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.790



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=3.277


[E 2B10 |   4224/60000 (  7%) ] Loss: 0.1370 top1= 94.8864

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.685



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=2.831


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.1563 top1= 95.1705

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.564



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=2.329



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1595 top1= 58.0228


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8198 top1= 47.6462


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.9531 top1= 45.2624

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.1379 top1= 95.7386

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.453



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.876


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.1302 top1= 96.8750

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.380



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.562


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.1287 top1= 96.5909

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.310



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.271



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8143 top1= 72.5761


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2268 top1= 50.0000


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7797 top1= 45.1623

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.0651 top1= 98.2955

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.258



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=1.065


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.0799 top1= 97.7273

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.235



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.965


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.0841 top1= 96.3068

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.216



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.882



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6556 top1= 77.7945


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1279 top1= 53.3954


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4627 top1= 44.7015

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.0418 top1= 99.1477

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.197



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.806


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.0665 top1= 97.7273

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.187



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.756


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.0679 top1= 97.7273

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.176



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.711



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5583 top1= 82.0112


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9744 top1= 56.0196


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9427 top1= 44.8718

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.0510 top1= 98.8636

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



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.680


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.0428 top1= 98.8636

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



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.672


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.0516 top1= 98.2955

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.160



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5496 top1= 82.1815


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9558 top1= 57.6823


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7082 top1= 45.6530

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.0357 top1= 99.1477

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.156



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.629


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.0254 top1= 99.4318

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.157



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.628


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.0405 top1= 98.8636

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.149



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.593



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5305 top1= 82.2216


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9035 top1= 57.7624


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7797 top1= 47.4860

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.0287 top1= 99.1477

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.150



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.601


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.0247 top1= 99.7159

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.156



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.624


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.0607 top1= 98.8636

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.154



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.608



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4613 top1= 85.1062


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9049 top1= 58.9042


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6282 top1= 49.1787

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.0474 top1= 98.8636

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.161



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.646


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.0446 top1= 97.4432

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.166



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.668


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.0674 top1= 97.7273

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.160



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.644



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4580 top1= 84.5753


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5485 top1= 60.9876


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7047 top1= 49.0986

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.0318 top1= 99.7159

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.163



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.645


[E10B10 |   4224/60000 (  7%) ] Loss: 0.0322 top1= 99.4318

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.158



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.624


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.0316 top1= 99.1477

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.150



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.598



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4793 top1= 83.5737


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4990 top1= 61.5585


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2432 top1= 52.6042

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.0178 top1=100.0000

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.135



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.534


[E11B10 |   4224/60000 (  7%) ] Loss: 0.0402 top1= 99.1477

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.122



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.475


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.0203 top1= 99.7159

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.112



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.439



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4289 top1= 86.4884


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3266 top1= 65.4848


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0245 top1= 53.3754

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.0181 top1= 99.1477

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.103



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.404


[E12B10 |   4224/60000 (  7%) ] Loss: 0.0148 top1= 99.7159

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.094



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.371


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.0118 top1= 99.7159

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.086



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.334



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3847 top1= 87.8606


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2275 top1= 67.6382


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9416 top1= 55.3486

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.0092 top1=100.0000

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.079



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.307


[E13B10 |   4224/60000 (  7%) ] Loss: 0.0125 top1=100.0000

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.074



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.282


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.0147 top1= 99.7159

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.076



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.291



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4095 top1= 87.2997


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1886 top1= 68.8902


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0452 top1= 55.0381

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.0089 top1=100.0000

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.074



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.283


[E14B10 |   4224/60000 (  7%) ] Loss: 0.0087 top1=100.0000

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.070



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.265


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.0103 top1=100.0000

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.071



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.271



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4080 top1= 87.5601


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1689 top1= 69.8918


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9400 top1= 56.1699

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.0109 top1=100.0000

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.070



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.266


[E15B10 |   4224/60000 (  7%) ] Loss: 0.0098 top1=100.0000

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.070



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.264


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.0117 top1=100.0000

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.072



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.275



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4218 top1= 87.1294


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2700 top1= 68.0990


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9682 top1= 55.9095

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.0103 top1=100.0000

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.070



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.266


[E16B10 |   4224/60000 (  7%) ] Loss: 0.0096 top1=100.0000

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.067



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.255


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.0082 top1=100.0000

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.069



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.263



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4382 top1= 87.0593


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2319 top1= 69.2608


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9953 top1= 55.5689

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.0104 top1=100.0000

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.068



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.257


[E17B10 |   4224/60000 (  7%) ] Loss: 0.0093 top1=100.0000

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.065



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.244


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.0080 top1=100.0000

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.065



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.246



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4342 top1= 87.0393


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2555 top1= 68.4395


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0272 top1= 55.4688

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.0100 top1=100.0000

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.065



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.245


[E18B10 |   4224/60000 (  7%) ] Loss: 0.0093 top1=100.0000

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.063



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.235


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.0080 top1=100.0000

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.063



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.236



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4439 top1= 86.7288


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1827 top1= 69.6915


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0397 top1= 55.2484

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.0087 top1=100.0000

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.061



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.229


[E19B10 |   4224/60000 (  7%) ] Loss: 0.0090 top1=100.0000

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.060



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.222


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.0084 top1=100.0000

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.062



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.232



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4394 top1= 86.7989


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2444 top1= 68.1891


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0488 top1= 55.3686

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.0093 top1=100.0000

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.061



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.230


[E20B10 |   4224/60000 (  7%) ] Loss: 0.0090 top1=100.0000

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.059



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.220


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.0096 top1=100.0000

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.063



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.235



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4386 top1= 86.7889


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2285 top1= 68.6999


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0280 top1= 55.3686

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.0094 top1=100.0000

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.062



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.233


[E21B10 |   4224/60000 (  7%) ] Loss: 0.0093 top1=100.0000

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.061



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.226


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.0106 top1=100.0000

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.064



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.242



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4383 top1= 86.7989


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2056 top1= 69.0304


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0400 top1= 55.3686

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.0091 top1=100.0000

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.064



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.242


[E22B10 |   4224/60000 (  7%) ] Loss: 0.0095 top1=100.0000

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.063



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.237


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.0110 top1=100.0000

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.066



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.250



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4331 top1= 87.0994


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2182 top1= 68.9704


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0469 top1= 55.3786

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.0085 top1=100.0000

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.066



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.250


[E23B10 |   4224/60000 (  7%) ] Loss: 0.0096 top1=100.0000

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.065



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.246


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.0119 top1= 99.7159

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.068



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.258



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4287 top1= 87.1695


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2088 top1= 69.2708


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0543 top1= 55.3586

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.0085 top1=100.0000

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.068



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.260


[E24B10 |   4224/60000 (  7%) ] Loss: 0.0087 top1=100.0000

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.067



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.253


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.0116 top1=100.0000

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.070



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.266



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4242 top1= 87.2897


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2128 top1= 68.9704


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0398 top1= 55.4788

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.0087 top1=100.0000

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.071



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.270


[E25B10 |   4224/60000 (  7%) ] Loss: 0.0097 top1=100.0000

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.069



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.262


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.0116 top1=100.0000

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.071



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.271



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4304 top1= 86.9191


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2475 top1= 68.7901


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0312 top1= 55.5689

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.0089 top1=100.0000

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.070



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.268


[E26B10 |   4224/60000 (  7%) ] Loss: 0.0084 top1=100.0000

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.069



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.261


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.0094 top1=100.0000

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.070



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.266



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4418 top1= 86.9792


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2952 top1= 68.7300


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0353 top1= 55.6490

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.0134 top1= 99.7159

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.069



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.261


[E27B10 |   4224/60000 (  7%) ] Loss: 0.0085 top1=100.0000

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.065



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.245


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.0078 top1=100.0000

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.066



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.249



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4457 top1= 86.8890


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2448 top1= 68.7200


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0452 top1= 55.4487

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.0088 top1=100.0000

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.065



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.244


[E28B10 |   4224/60000 (  7%) ] Loss: 0.0095 top1=100.0000

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.062



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.231


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.0079 top1=100.0000

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.062



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.234



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4507 top1= 86.6987


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2487 top1= 69.0104


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0616 top1= 55.3486

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.0087 top1=100.0000

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.062



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.232


[E29B10 |   4224/60000 (  7%) ] Loss: 0.0084 top1=100.0000

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.059



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.222


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.0076 top1=100.0000

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.061



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.228



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4495 top1= 86.6887


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2261 top1= 69.2007


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0631 top1= 55.3486

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.0089 top1=100.0000

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.060



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.223


[E30B10 |   4224/60000 (  7%) ] Loss: 0.0085 top1=100.0000

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.058



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.215


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.0091 top1=100.0000

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.061



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.228



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4489 top1= 86.7488


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2538 top1= 68.4896


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0631 top1= 55.3085

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.0089 top1=100.0000

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.061



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.227


[E31B10 |   4224/60000 (  7%) ] Loss: 0.0089 top1=100.0000

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.059



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.220


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.0103 top1=100.0000

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.063



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.238



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4396 top1= 86.8189


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2458 top1= 68.2492


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0771 top1= 55.1983

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.0103 top1=100.0000

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.064



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.239


[E32B10 |   4224/60000 (  7%) ] Loss: 0.0090 top1=100.0000

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.062



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.233


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.0116 top1=100.0000

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.065



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.246



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4372 top1= 87.0693


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2467 top1= 68.6498


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0635 top1= 55.3686

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.0083 top1=100.0000

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.066



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.250


[E33B10 |   4224/60000 (  7%) ] Loss: 0.0149 top1= 99.7159

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.066



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.249


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.0097 top1=100.0000

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.067



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.253



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4414 top1= 86.8890


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2590 top1= 68.7901


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0740 top1= 55.2985

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.0084 top1=100.0000

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.067



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.254


[E34B10 |   4224/60000 (  7%) ] Loss: 0.0083 top1=100.0000

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.065



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.244


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.0123 top1= 99.7159

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.067



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.253



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4329 top1= 87.1194


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2426 top1= 68.4495


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0612 top1= 55.4387

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.0087 top1=100.0000

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.068



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.257


[E35B10 |   4224/60000 (  7%) ] Loss: 0.0087 top1=100.0000

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.066



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.249


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.0104 top1=100.0000

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.068



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.258



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4342 top1= 87.1094


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2287 top1= 69.0605


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0642 top1= 55.3786

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.0081 top1=100.0000

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.069



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.263


[E36B10 |   4224/60000 (  7%) ] Loss: 0.0089 top1=100.0000

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.068



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.259


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.0106 top1=100.0000

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



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.266



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4384 top1= 86.9692


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2434 top1= 69.1607


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0627 top1= 55.3986

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.0102 top1=100.0000

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.068



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.258


[E37B10 |   4224/60000 (  7%) ] Loss: 0.0085 top1=100.0000

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.066



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.249


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.0096 top1=100.0000

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.068



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.257



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4463 top1= 86.8890


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2293 top1= 69.5212


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0646 top1= 55.4688

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.0109 top1= 99.7159

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.067



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.254


[E38B10 |   4224/60000 (  7%) ] Loss: 0.0083 top1=100.0000

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.064



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.242


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.0076 top1=100.0000

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.066



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.248



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4403 top1= 87.0192


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3250 top1= 67.8586


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0668 top1= 55.3986

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.0083 top1=100.0000

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.066



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.248


[E39B10 |   4224/60000 (  7%) ] Loss: 0.0080 top1=100.0000

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.062



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.235


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.0079 top1=100.0000

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.064



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.240



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4586 top1= 86.5785


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2442 top1= 69.2708


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0764 top1= 55.3385

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.0088 top1=100.0000

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.062



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.233


[E40B10 |   4224/60000 (  7%) ] Loss: 0.0085 top1=100.0000

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.059



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.221


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.0076 top1=100.0000

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.061



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.227



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4612 top1= 86.4483


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2547 top1= 68.8401


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0841 top1= 55.2885

Train epoch 41
[E41B0  |    384/60000 (  1%) ] Loss: 0.0084 top1=100.0000

=== Log global consensus distance @ E41B0 ===
consensus_distance=0.060



=== Log clique consensus distance @ E41B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.225


[E41B10 |   4224/60000 (  7%) ] Loss: 0.0085 top1=100.0000

=== Log global consensus distance @ E41B10 ===
consensus_distance=0.058



=== Log clique consensus distance @ E41B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.216


[E41B20 |   8064/60000 ( 13%) ] Loss: 0.0083 top1=100.0000

=== Log global consensus distance @ E41B20 ===
consensus_distance=0.060



=== Log clique consensus distance @ E41B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.222



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4562 top1= 86.5685


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2440 top1= 68.8802


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0866 top1= 55.1983

Train epoch 42
[E42B0  |    384/60000 (  1%) ] Loss: 0.0089 top1=100.0000

=== Log global consensus distance @ E42B0 ===
consensus_distance=0.060



=== Log clique consensus distance @ E42B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.222


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

=== Log global consensus distance @ E42B10 ===
consensus_distance=0.058



=== Log clique consensus distance @ E42B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.216


[E42B20 |   8064/60000 ( 13%) ] Loss: 0.0096 top1=100.0000

=== Log global consensus distance @ E42B20 ===
consensus_distance=0.061



=== Log clique consensus distance @ E42B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.228



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4482 top1= 86.7488


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2786 top1= 67.9788


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0986 top1= 55.1783

Train epoch 43
[E43B0  |    384/60000 (  1%) ] Loss: 0.0091 top1=100.0000

=== Log global consensus distance @ E43B0 ===
consensus_distance=0.062



=== Log clique consensus distance @ E43B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.230


[E43B10 |   4224/60000 (  7%) ] Loss: 0.0085 top1=100.0000

=== Log global consensus distance @ E43B10 ===
consensus_distance=0.060



=== Log clique consensus distance @ E43B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.223


[E43B20 |   8064/60000 ( 13%) ] Loss: 0.0096 top1=100.0000

=== Log global consensus distance @ E43B20 ===
consensus_distance=0.063



=== Log clique consensus distance @ E43B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.237



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4487 top1= 86.7989


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2521 top1= 68.8101


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0946 top1= 55.1282

Train epoch 44
[E44B0  |    384/60000 (  1%) ] Loss: 0.0082 top1=100.0000

=== Log global consensus distance @ E44B0 ===
consensus_distance=0.063



=== Log clique consensus distance @ E44B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.238


[E44B10 |   4224/60000 (  7%) ] Loss: 0.0093 top1=100.0000

=== Log global consensus distance @ E44B10 ===
consensus_distance=0.062



=== Log clique consensus distance @ E44B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.233


[E44B20 |   8064/60000 ( 13%) ] Loss: 0.0106 top1=100.0000

=== Log global consensus distance @ E44B20 ===
consensus_distance=0.065



=== Log clique consensus distance @ E44B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.246



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4387 top1= 87.0893


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2628 top1= 68.3794


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0880 top1= 55.2784

Train epoch 45
[E45B0  |    384/60000 (  1%) ] Loss: 0.0082 top1=100.0000

=== Log global consensus distance @ E45B0 ===
consensus_distance=0.066



=== Log clique consensus distance @ E45B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.250


[E45B10 |   4224/60000 (  7%) ] Loss: 0.0084 top1=100.0000

=== Log global consensus distance @ E45B10 ===
consensus_distance=0.064



=== Log clique consensus distance @ E45B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.240


[E45B20 |   8064/60000 ( 13%) ] Loss: 0.0143 top1= 99.7159

=== Log global consensus distance @ E45B20 ===
consensus_distance=0.067



=== Log clique consensus distance @ E45B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.254



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4377 top1= 86.9892


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2298 top1= 68.4796


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0907 top1= 55.2183

Train epoch 46
[E46B0  |    384/60000 (  1%) ] Loss: 0.0091 top1=100.0000

=== Log global consensus distance @ E46B0 ===
consensus_distance=0.069



=== Log clique consensus distance @ E46B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.264


[E46B10 |   4224/60000 (  7%) ] Loss: 0.0094 top1=100.0000

=== Log global consensus distance @ E46B10 ===
consensus_distance=0.068



=== Log clique consensus distance @ E46B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.259


[E46B20 |   8064/60000 ( 13%) ] Loss: 0.0117 top1=100.0000

=== Log global consensus distance @ E46B20 ===
consensus_distance=0.068



=== Log clique consensus distance @ E46B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.260



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4347 top1= 87.0393


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2664 top1= 68.5597


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0796 top1= 55.4587

Train epoch 47
[E47B0  |    384/60000 (  1%) ] Loss: 0.0076 top1=100.0000

=== Log global consensus distance @ E47B0 ===
consensus_distance=0.070



=== Log clique consensus distance @ E47B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.269


[E47B10 |   4224/60000 (  7%) ] Loss: 0.0118 top1= 99.7159

=== Log global consensus distance @ E47B10 ===
consensus_distance=0.071



=== Log clique consensus distance @ E47B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.270


[E47B20 |   8064/60000 ( 13%) ] Loss: 0.0099 top1=100.0000

=== Log global consensus distance @ E47B20 ===
consensus_distance=0.070



=== Log clique consensus distance @ E47B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.265



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4425 top1= 86.9992


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3203 top1= 68.4696


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0802 top1= 55.4587

Train epoch 48
[E48B0  |    384/60000 (  1%) ] Loss: 0.0136 top1= 99.7159

=== Log global consensus distance @ E48B0 ===
consensus_distance=0.069



=== Log clique consensus distance @ E48B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.263


[E48B10 |   4224/60000 (  7%) ] Loss: 0.0077 top1=100.0000

=== Log global consensus distance @ E48B10 ===
consensus_distance=0.066



=== Log clique consensus distance @ E48B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.251


[E48B20 |   8064/60000 ( 13%) ] Loss: 0.0113 top1= 99.7159

=== Log global consensus distance @ E48B20 ===
consensus_distance=0.069



=== Log clique consensus distance @ E48B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.261



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4376 top1= 87.1094


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2141 top1= 69.2107


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0748 top1= 55.4587

Train epoch 49
[E49B0  |    384/60000 (  1%) ] Loss: 0.0086 top1=100.0000

=== Log global consensus distance @ E49B0 ===
consensus_distance=0.069



=== Log clique consensus distance @ E49B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.263


[E49B10 |   4224/60000 (  7%) ] Loss: 0.0084 top1=100.0000

=== Log global consensus distance @ E49B10 ===
consensus_distance=0.067



=== Log clique consensus distance @ E49B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.252


[E49B20 |   8064/60000 ( 13%) ] Loss: 0.0087 top1=100.0000

=== Log global consensus distance @ E49B20 ===
consensus_distance=0.068



=== Log clique consensus distance @ E49B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.260



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4409 top1= 86.9792


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3047 top1= 68.1490


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0900 top1= 55.3986

Train epoch 50
[E50B0  |    384/60000 (  1%) ] Loss: 0.0082 top1=100.0000

=== Log global consensus distance @ E50B0 ===
consensus_distance=0.068



=== Log clique consensus distance @ E50B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.256


[E50B10 |   4224/60000 (  7%) ] Loss: 0.0084 top1=100.0000

=== Log global consensus distance @ E50B10 ===
consensus_distance=0.066



=== Log clique consensus distance @ E50B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.248


[E50B20 |   8064/60000 ( 13%) ] Loss: 0.0096 top1=100.0000

=== Log global consensus distance @ E50B20 ===
consensus_distance=0.067



=== Log clique consensus distance @ E50B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.254



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4559 top1= 86.6086


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2519 top1= 69.5212


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0837 top1= 55.3285

