
=== 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=2.7321 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=0.695


[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=0.6185 top1= 78.9363


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1397 top1= 49.2688


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9068 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: 0.0714 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=0.6168 top1= 78.7260


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1834 top1= 48.9784


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7904 top1= 45.1322

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: 0.0686 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: 0.0563 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=0.6154 top1= 78.8562


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0693 top1= 50.0100


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7979 top1= 45.1222

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.0582 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: 0.0546 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: 0.0786 top1= 98.0114

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.182



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.582



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6600 top1= 77.4239


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0184 top1= 50.4708


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8369 top1= 44.6715

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.0676 top1= 98.0114

=== 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: 0.0880 top1= 97.1591

=== 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: 0.0919 top1= 97.7273

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.195



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.639



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6695 top1= 76.5224


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0850 top1= 47.8766


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7038 top1= 44.2708

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.0726 top1= 98.0114

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.202



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.672


[E11B10 |   4224/60000 (  7%) ] Loss: 0.0614 top1= 98.2955

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.204



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.680


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.0948 top1= 98.0114

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.195



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.646



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6665 top1= 76.7127


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0826 top1= 49.2087


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6719 top1= 44.5913

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.0674 top1= 98.5795

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.192



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.634


[E12B10 |   4224/60000 (  7%) ] Loss: 0.0696 top1= 97.4432

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.192



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.636


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.0713 top1= 97.1591

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.190



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.627



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6868 top1= 76.9030


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1297 top1= 48.5577


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7895 top1= 45.0321

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.0570 top1= 98.8636

=== 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: 0.0755 top1= 97.7273

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



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.610


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.0738 top1= 97.4432

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.186



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.614



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7252 top1= 76.7929


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1539 top1= 48.4175


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9728 top1= 43.4896

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.0689 top1= 98.0114

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.184



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.606


[E14B10 |   4224/60000 (  7%) ] Loss: 0.0688 top1= 98.0114

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.187



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.619


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.0769 top1= 98.2955

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



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.635



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7927 top1= 73.0369


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1598 top1= 48.1871


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0783 top1= 44.6314

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.0610 top1= 98.8636

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.191



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.644


[E15B10 |   4224/60000 (  7%) ] Loss: 0.0836 top1= 96.8750

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.191



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.644


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.0736 top1= 98.2955

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.196



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.665



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8511 top1= 69.9119


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1054 top1= 48.2071


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0660 top1= 45.1022

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.0653 top1= 99.1477

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.200



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.686


[E16B10 |   4224/60000 (  7%) ] Loss: 0.0931 top1= 97.1591

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.204



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.703


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.0918 top1= 97.7273

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.210



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.732



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9072 top1= 67.4579


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1029 top1= 47.7464


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9907 top1= 45.0621

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.0725 top1= 98.5795

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.218



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.766


[E17B10 |   4224/60000 (  7%) ] Loss: 0.0980 top1= 97.1591

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.226



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.805


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.0880 top1= 97.7273

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.231



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.831



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9101 top1= 68.1190


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1412 top1= 47.6062


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9828 top1= 45.0020

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.0927 top1= 97.4432

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.241



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.873


[E18B10 |   4224/60000 (  7%) ] Loss: 0.0740 top1= 98.5795

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.243



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.885


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.0997 top1= 97.4432

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.233



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.848



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8907 top1= 69.4211


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4088 top1= 46.5244


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9979 top1= 45.4728

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.0959 top1= 97.1591

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.228



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.824


[E19B10 |   4224/60000 (  7%) ] Loss: 0.0814 top1= 98.0114

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.226



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.816


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.0869 top1= 97.4432

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.218



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.787



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9122 top1= 69.0405


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4436 top1= 46.5745


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0895 top1= 44.7115

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.1037 top1= 96.3068

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.217



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.779


[E20B10 |   4224/60000 (  7%) ] Loss: 0.0810 top1= 97.4432

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.219



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.789


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.0866 top1= 97.7273

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.216



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.779



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9643 top1= 65.3145


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3198 top1= 47.5861


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0959 top1= 44.7516

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.0859 top1= 98.0114

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.216



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.777


[E21B10 |   4224/60000 (  7%) ] Loss: 0.0755 top1= 97.7273

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.217



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.781


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.0827 top1= 97.7273

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.214



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.773



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0186 top1= 62.7604


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3470 top1= 47.9567


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0938 top1= 44.6114

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.0839 top1= 98.5795

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.211



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.759


[E22B10 |   4224/60000 (  7%) ] Loss: 0.0805 top1= 97.7273

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.212



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.762


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.0785 top1= 98.0114

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.210



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.756



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0313 top1= 62.7204


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3801 top1= 47.7764


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1188 top1= 44.5913

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.0850 top1= 98.2955

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.209



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.751


[E23B10 |   4224/60000 (  7%) ] Loss: 0.0867 top1= 98.0114

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.213



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.768


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.0769 top1= 98.0114

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.213



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.770



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0644 top1= 60.2965


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4114 top1= 47.9768


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0836 top1= 44.7015

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.0879 top1= 98.2955

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.212



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.765


[E24B10 |   4224/60000 (  7%) ] Loss: 0.0904 top1= 97.4432

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.217



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.785


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.0755 top1= 97.7273

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.216



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.782



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0513 top1= 61.0877


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4533 top1= 47.5361


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0231 top1= 44.4511

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.0961 top1= 97.1591

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.217



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.785


[E25B10 |   4224/60000 (  7%) ] Loss: 0.0893 top1= 98.0114

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.225



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.819


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.0823 top1= 97.7273

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.223



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.812



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0575 top1= 61.6186


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4325 top1= 47.3958


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9740 top1= 43.9904

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.1021 top1= 96.5909

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.223



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.809


[E26B10 |   4224/60000 (  7%) ] Loss: 0.0832 top1= 98.5795

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.231



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.846


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.0876 top1= 97.4432

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.229



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.840



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0535 top1= 61.1979


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4246 top1= 47.3057


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9917 top1= 43.9203

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.1030 top1= 97.4432

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.227



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.827


[E27B10 |   4224/60000 (  7%) ] Loss: 0.0815 top1= 98.2955

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.237



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.872


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.0818 top1= 98.0114

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.234



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.860



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0253 top1= 62.0893


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3939 top1= 47.6462


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0901 top1= 44.0905

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.1113 top1= 96.3068

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.227



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.831


[E28B10 |   4224/60000 (  7%) ] Loss: 0.0846 top1= 97.1591

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.227



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.831


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.0889 top1= 97.1591

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.224



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.821



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0396 top1= 62.3698


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3982 top1= 47.6763


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1273 top1= 44.4812

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.0910 top1= 97.1591

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.223



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.812


[E29B10 |   4224/60000 (  7%) ] Loss: 0.0856 top1= 97.4432

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.223



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.813


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.0859 top1= 97.7273

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.220



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.803



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0618 top1= 61.2480


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3564 top1= 47.9768


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0963 top1= 44.7516

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.0816 top1= 98.2955

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.221



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.807


[E30B10 |   4224/60000 (  7%) ] Loss: 0.0822 top1= 97.4432

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.218



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.792


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.0800 top1= 98.2955

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.215



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.781



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0639 top1= 61.2179


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3453 top1= 47.6663


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0815 top1= 44.8117

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.0831 top1= 98.2955

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.218



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.790


[E31B10 |   4224/60000 (  7%) ] Loss: 0.0771 top1= 97.4432

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.217



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.790


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.0807 top1= 98.2955

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.213



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.771



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0566 top1= 62.5501


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4686 top1= 47.2857


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0731 top1= 44.7316

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.0923 top1= 97.4432

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.217



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.786


[E32B10 |   4224/60000 (  7%) ] Loss: 0.0785 top1= 98.0114

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.221



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.804


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.0833 top1= 98.0114

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.217



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.789



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0730 top1= 60.1162


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4358 top1= 47.4058


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0585 top1= 44.3710

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.0942 top1= 97.1591

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.220



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.801


[E33B10 |   4224/60000 (  7%) ] Loss: 0.0821 top1= 98.0114

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.223



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.812


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.0858 top1= 98.5795

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.218



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.793



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0466 top1= 62.6703


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4010 top1= 47.5060


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0041 top1= 44.3810

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.1054 top1= 97.4432

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.223



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.811


[E34B10 |   4224/60000 (  7%) ] Loss: 0.0853 top1= 98.0114

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.235



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.867


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.0816 top1= 98.2955

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.232



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.855



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0601 top1= 61.1078


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3351 top1= 47.1655


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0144 top1= 44.5212

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.0962 top1= 97.1591

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.230



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.844


[E35B10 |   4224/60000 (  7%) ] Loss: 0.0906 top1= 97.1591

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.233



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.857


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.0836 top1= 98.0114

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.228



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.838



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0581 top1= 63.2412


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2195 top1= 47.9067


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0383 top1= 44.4411

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.0913 top1= 97.7273

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.229



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.841


[E36B10 |   4224/60000 (  7%) ] Loss: 0.0850 top1= 97.7273

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.232



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.852


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.0845 top1= 98.0114

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.228



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.837



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0666 top1= 61.0276


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2421 top1= 47.4659


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9338 top1= 45.0220

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.0820 top1= 98.2955

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.226



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.829


[E37B10 |   4224/60000 (  7%) ] Loss: 0.0865 top1= 98.0114

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.227



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.834


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.0855 top1= 98.0114

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.223



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.816



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0420 top1= 61.2780


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3960 top1= 47.0553


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9972 top1= 44.7516

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.0942 top1= 97.4432

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.221



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.805


[E38B10 |   4224/60000 (  7%) ] Loss: 0.0949 top1= 96.8750

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.220



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.801


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.0892 top1= 97.4432

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.217



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.793



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0189 top1= 64.0425


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4023 top1= 47.3958


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1119 top1= 44.4010

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.1002 top1= 96.8750

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.220



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.803


[E39B10 |   4224/60000 (  7%) ] Loss: 0.0838 top1= 97.4432

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.220



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.802


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.0874 top1= 97.4432

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.218



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.795



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0628 top1= 60.7071


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3726 top1= 47.6162


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0628 top1= 45.0821

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.0867 top1= 98.0114

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.217



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.790


[E40B10 |   4224/60000 (  7%) ] Loss: 0.0822 top1= 97.4432

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.216



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.785


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.0850 top1= 97.4432

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.214



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.780



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0702 top1= 59.5453


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3946 top1= 47.2055


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0424 top1= 45.3025

Train epoch 41
[E41B0  |    384/60000 (  1%) ] Loss: 0.0781 top1= 98.8636

=== Log global consensus distance @ E41B0 ===
consensus_distance=0.217



=== Log clique consensus distance @ E41B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.787


[E41B10 |   4224/60000 (  7%) ] Loss: 0.0854 top1= 97.1591

=== Log global consensus distance @ E41B10 ===
consensus_distance=0.216



=== Log clique consensus distance @ E41B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.784


[E41B20 |   8064/60000 ( 13%) ] Loss: 0.0766 top1= 98.2955

=== Log global consensus distance @ E41B20 ===
consensus_distance=0.215



=== Log clique consensus distance @ E41B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.782



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0585 top1= 61.4183


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3569 top1= 47.5060


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0675 top1= 45.1022

Train epoch 42
[E42B0  |    384/60000 (  1%) ] Loss: 0.0798 top1= 98.5795

=== Log global consensus distance @ E42B0 ===
consensus_distance=0.217



=== Log clique consensus distance @ E42B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.791


[E42B10 |   4224/60000 (  7%) ] Loss: 0.0834 top1= 97.1591

=== Log global consensus distance @ E42B10 ===
consensus_distance=0.215



=== Log clique consensus distance @ E42B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.781


[E42B20 |   8064/60000 ( 13%) ] Loss: 0.0707 top1= 98.0114

=== Log global consensus distance @ E42B20 ===
consensus_distance=0.214



=== Log clique consensus distance @ E42B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.777



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0797 top1= 60.4367


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3705 top1= 47.2756


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0716 top1= 45.1723

Train epoch 43
[E43B0  |    384/60000 (  1%) ] Loss: 0.0818 top1= 98.8636

=== Log global consensus distance @ E43B0 ===
consensus_distance=0.214



=== Log clique consensus distance @ E43B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.778


[E43B10 |   4224/60000 (  7%) ] Loss: 0.0800 top1= 98.0114

=== Log global consensus distance @ E43B10 ===
consensus_distance=0.213



=== Log clique consensus distance @ E43B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.774


[E43B20 |   8064/60000 ( 13%) ] Loss: 0.0747 top1= 98.8636

=== Log global consensus distance @ E43B20 ===
consensus_distance=0.209



=== Log clique consensus distance @ E43B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.758



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0760 top1= 60.5869


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4476 top1= 46.8650


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0502 top1= 45.2624

Train epoch 44
[E44B0  |    384/60000 (  1%) ] Loss: 0.0869 top1= 97.7273

=== Log global consensus distance @ E44B0 ===
consensus_distance=0.212



=== Log clique consensus distance @ E44B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.767


[E44B10 |   4224/60000 (  7%) ] Loss: 0.0815 top1= 97.4432

=== Log global consensus distance @ E44B10 ===
consensus_distance=0.213



=== Log clique consensus distance @ E44B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.773


[E44B20 |   8064/60000 ( 13%) ] Loss: 0.0759 top1= 98.8636

=== Log global consensus distance @ E44B20 ===
consensus_distance=0.213



=== Log clique consensus distance @ E44B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.774



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0745 top1= 59.9359


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4199 top1= 47.8766


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9802 top1= 45.3225

Train epoch 45
[E45B0  |    384/60000 (  1%) ] Loss: 0.0820 top1= 98.2955

=== Log global consensus distance @ E45B0 ===
consensus_distance=0.219



=== Log clique consensus distance @ E45B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.797


[E45B10 |   4224/60000 (  7%) ] Loss: 0.0837 top1= 98.0114

=== Log global consensus distance @ E45B10 ===
consensus_distance=0.218



=== Log clique consensus distance @ E45B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.795


[E45B20 |   8064/60000 ( 13%) ] Loss: 0.0715 top1= 98.2955

=== Log global consensus distance @ E45B20 ===
consensus_distance=0.215



=== Log clique consensus distance @ E45B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.783



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0614 top1= 61.6086


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5300 top1= 47.0353


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9966 top1= 45.0721

Train epoch 46
[E46B0  |    384/60000 (  1%) ] Loss: 0.1050 top1= 97.7273

=== Log global consensus distance @ E46B0 ===
consensus_distance=0.216



=== Log clique consensus distance @ E46B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.786


[E46B10 |   4224/60000 (  7%) ] Loss: 0.0889 top1= 97.7273

=== Log global consensus distance @ E46B10 ===
consensus_distance=0.219



=== Log clique consensus distance @ E46B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.798


[E46B20 |   8064/60000 ( 13%) ] Loss: 0.0814 top1= 98.2955

=== Log global consensus distance @ E46B20 ===
consensus_distance=0.217



=== Log clique consensus distance @ E46B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.791



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0558 top1= 63.4515


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4261 top1= 47.7163


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0419 top1= 44.9219

Train epoch 47
[E47B0  |    384/60000 (  1%) ] Loss: 0.0948 top1= 98.0114

=== Log global consensus distance @ E47B0 ===
consensus_distance=0.215



=== Log clique consensus distance @ E47B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.779


[E47B10 |   4224/60000 (  7%) ] Loss: 0.0901 top1= 97.4432

=== Log global consensus distance @ E47B10 ===
consensus_distance=0.217



=== Log clique consensus distance @ E47B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.790


[E47B20 |   8064/60000 ( 13%) ] Loss: 0.0692 top1= 99.1477

=== Log global consensus distance @ E47B20 ===
consensus_distance=0.218



=== Log clique consensus distance @ E47B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.796



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0632 top1= 62.0493


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3499 top1= 47.5260


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0303 top1= 45.1522

Train epoch 48
[E48B0  |    384/60000 (  1%) ] Loss: 0.0783 top1= 98.5795

=== Log global consensus distance @ E48B0 ===
consensus_distance=0.217



=== Log clique consensus distance @ E48B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.790


[E48B10 |   4224/60000 (  7%) ] Loss: 0.0809 top1= 97.4432

=== Log global consensus distance @ E48B10 ===
consensus_distance=0.215



=== Log clique consensus distance @ E48B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.782


[E48B20 |   8064/60000 ( 13%) ] Loss: 0.0695 top1= 98.2955

=== Log global consensus distance @ E48B20 ===
consensus_distance=0.213



=== Log clique consensus distance @ E48B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.776



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0558 top1= 62.6803


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4196 top1= 47.5160


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0068 top1= 45.2023

Train epoch 49
[E49B0  |    384/60000 (  1%) ] Loss: 0.0864 top1= 98.2955

=== Log global consensus distance @ E49B0 ===
consensus_distance=0.217



=== Log clique consensus distance @ E49B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.786


[E49B10 |   4224/60000 (  7%) ] Loss: 0.0828 top1= 98.0114

=== Log global consensus distance @ E49B10 ===
consensus_distance=0.216



=== Log clique consensus distance @ E49B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.787


[E49B20 |   8064/60000 ( 13%) ] Loss: 0.0716 top1= 98.0114

=== Log global consensus distance @ E49B20 ===
consensus_distance=0.215



=== Log clique consensus distance @ E49B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.783



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0645 top1= 61.6787


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4707 top1= 47.0052


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9679 top1= 45.0721

Train epoch 50
[E50B0  |    384/60000 (  1%) ] Loss: 0.0802 top1= 99.1477

=== Log global consensus distance @ E50B0 ===
consensus_distance=0.218



=== Log clique consensus distance @ E50B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.792


[E50B10 |   4224/60000 (  7%) ] Loss: 0.0754 top1= 98.2955

=== Log global consensus distance @ E50B10 ===
consensus_distance=0.217



=== Log clique consensus distance @ E50B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.789


[E50B20 |   8064/60000 ( 13%) ] Loss: 0.0769 top1= 98.2955

=== Log global consensus distance @ E50B20 ===
consensus_distance=0.212



=== Log clique consensus distance @ E50B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.772



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0496 top1= 63.1410


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4657 top1= 47.2155


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0150 top1= 45.0421

