
=== 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 BitFlippingWorker

=== 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=0.006



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



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


[E 1B10 |   4224/60000 (  7%) ] Loss: 0.7053 top1= 77.2727

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.378



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.435


[E 1B20 |   8064/60000 ( 13%) ] Loss: 0.2604 top1= 91.4773

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.746



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=2.975



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3173 top1= 60.8774


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.4230 top1= 40.5950


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.1456 top1= 41.9471

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 0.1515 top1= 95.1705

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.732



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=2.928


[E 2B10 |   4224/60000 (  7%) ] Loss: 0.1517 top1= 94.8864

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.572



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=2.265


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.1535 top1= 95.4545

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.443



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.711



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0216 top1= 62.0292


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8447 top1= 47.5761


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9208 top1= 45.2724

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.1131 top1= 96.8750

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.358



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.344


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.1208 top1= 96.3068

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.313



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.149


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.1103 top1= 96.5909

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.279



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.997



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8455 top1= 68.7800


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5442 top1= 47.6963


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2287 top1= 44.2308

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.1127 top1= 95.4545

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.254



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.890


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.1173 top1= 96.8750

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.246



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.856


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.1103 top1= 96.8750

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.238



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.821



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7482 top1= 72.4459


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3265 top1= 48.6579


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8511 top1= 45.1122

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.0873 top1= 97.1591

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.227



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.771


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.0852 top1= 97.1591

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.223



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.755


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.1024 top1= 96.0227

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.214



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.714



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7061 top1= 74.5893


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2525 top1= 48.4776


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7322 top1= 44.9619

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.0789 top1= 97.1591

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.205



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.677


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.0733 top1= 98.0114

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.209



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.694


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.0822 top1= 97.1591

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.204



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.673



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6186 top1= 78.9363


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1398 top1= 49.2688


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9073 top1= 44.2708

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.0603 top1= 98.5795

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.194



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.635


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.0592 top1= 98.5795

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.194



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.631


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.0713 top1= 97.4432

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.193



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.629



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6182 top1= 78.6558


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1845 top1= 48.9683


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7909 top1= 45.1522

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.0505 top1= 99.1477

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.185



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.594


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.0683 top1= 97.4432

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.185



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.592


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.0569 top1= 98.8636

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.189



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.612



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6145 top1= 78.8462


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0669 top1= 49.9299


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7962 top1= 45.0921

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.0581 top1= 99.1477

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.186



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.600


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.0538 top1= 98.5795

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.184



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.591


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.0779 top1= 98.2955

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.181



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.581



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6580 top1= 77.5741


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0516 top1= 50.5409


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8348 top1= 44.6114

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.0681 top1= 97.7273

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.183



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.589


[E10B10 |   4224/60000 (  7%) ] Loss: 0.0827 top1= 97.4432

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.189



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.614


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.0899 top1= 97.7273

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.194



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.636



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6782 top1= 76.1919


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0703 top1= 48.1671


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7254 top1= 44.3309

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.0716 top1= 98.0114

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.199



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.663


[E11B10 |   4224/60000 (  7%) ] Loss: 0.0606 top1= 98.5795

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.202



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.672


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.0941 top1= 97.7273

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.193



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.638



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6641 top1= 76.8930


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1113 top1= 49.0284


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6804 top1= 44.7817

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.0672 top1= 98.2955

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.189



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.621


[E12B10 |   4224/60000 (  7%) ] Loss: 0.0699 top1= 97.7273

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.190



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.627


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.0721 top1= 96.8750

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.189



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.624



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7082 top1= 75.8614


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0956 top1= 48.3874


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7231 top1= 44.9619

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.0640 top1= 98.5795

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.183



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.599


[E13B10 |   4224/60000 (  7%) ] Loss: 0.0702 top1= 98.2955

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.186



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.611


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.0720 top1= 98.2955

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.185



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.608



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7320 top1= 76.3221


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1434 top1= 48.3373


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9426 top1= 44.0805

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.0682 top1= 97.7273

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.182



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.599


[E14B10 |   4224/60000 (  7%) ] Loss: 0.0762 top1= 97.7273

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.185



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.611


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.0756 top1= 98.0114

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.190



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.634



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7721 top1= 74.3189


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2013 top1= 47.8766


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0873 top1= 44.0104

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.0605 top1= 99.1477

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.193



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.649


[E15B10 |   4224/60000 (  7%) ] Loss: 0.0824 top1= 97.1591

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.195



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.659


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.0824 top1= 97.7273

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.198



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.676



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8151 top1= 71.9151


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1603 top1= 48.0469


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0593 top1= 45.3025

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.0626 top1= 99.1477

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.207



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.717


[E16B10 |   4224/60000 (  7%) ] Loss: 0.0999 top1= 96.8750

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.210



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.729


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.0794 top1= 98.5795

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.217



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.764



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8862 top1= 68.7300


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0482 top1= 48.1571


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0404 top1= 45.0020

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.0734 top1= 98.5795

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.224



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.793


[E17B10 |   4224/60000 (  7%) ] Loss: 0.1259 top1= 95.7386

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.234



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.839


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.0827 top1= 98.2955

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.247



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.900



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8973 top1= 68.7700


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1819 top1= 46.9451


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9999 top1= 45.1522

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.0988 top1= 97.4432

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.255



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.935


[E18B10 |   4224/60000 (  7%) ] Loss: 0.0885 top1= 97.1591

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.249



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.914


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.0853 top1= 97.7273

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.236



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.858



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9328 top1= 66.9571


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2875 top1= 48.1771


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9811 top1= 45.0521

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.0803 top1= 98.5795

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.221



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.794


[E19B10 |   4224/60000 (  7%) ] Loss: 0.0771 top1= 97.7273

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.221



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.795


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.0809 top1= 97.4432

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.217



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.778



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9417 top1= 65.7452


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3580 top1= 47.1354


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0666 top1= 45.0921

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.0841 top1= 98.0114

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.209



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.747


[E20B10 |   4224/60000 (  7%) ] Loss: 0.0819 top1= 98.0114

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.209



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.744


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.0819 top1= 98.0114

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.207



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.740



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9757 top1= 64.6835


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3572 top1= 47.4960


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1549 top1= 44.9018

