
=== 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=0.001



=== 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 0.499 0.168]
 [0.    0.    0.    0.    0.    0.    0.    0.    0.    0.    0.168 0.833]]


[E 1B10 |   4224/60000 (  7%) ] Loss: 0.5479 top1= 82.9545

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.362



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


[E 1B20 |   8064/60000 ( 13%) ] Loss: 0.2351 top1= 92.8977

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.730



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=3.035



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9391 top1= 51.2220


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=8.2299 top1= 40.4046


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.7040 top1= 44.0505

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 0.1372 top1= 94.0341

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.803



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=3.358


[E 2B10 |   4224/60000 (  7%) ] Loss: 0.1324 top1= 96.5909

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.740



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=3.104


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.1474 top1= 94.8864

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.651



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=2.735



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2475 top1= 60.3566


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.4810 top1= 43.5597


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.2642 top1= 45.0921

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.0718 top1= 97.7273

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.563



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=2.366


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.0965 top1= 96.8750

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.502



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=2.110


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.1024 top1= 96.3068

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.449



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=1.888



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0090 top1= 62.8205


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.6747 top1= 45.3025


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.3208 top1= 45.0120

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.0648 top1= 98.0114

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.406



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=1.701


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.0690 top1= 97.4432

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.371



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=1.558


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.0712 top1= 97.4432

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.345



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=1.446



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8852 top1= 66.3562


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.3180 top1= 45.8834


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6668 top1= 45.3726

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.0605 top1= 98.5795

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.325



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=1.358


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.0453 top1= 98.5795

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.303



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=1.266


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.0622 top1= 98.0114

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.284



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=1.187



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7174 top1= 72.3558


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.8786 top1= 46.5645


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4179 top1= 44.8417

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.0487 top1= 98.5795

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.274



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=1.143


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.0405 top1= 98.5795

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.265



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=1.100


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.0518 top1= 98.2955

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.250



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=1.043



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6406 top1= 75.6711


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.4886 top1= 46.8049


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2592 top1= 45.8734

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.0282 top1= 99.1477

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.240



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.998


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.0419 top1= 98.5795

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.233



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.966


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.0437 top1= 98.8636

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.226



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.940



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6363 top1= 76.3221


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.4588 top1= 45.9135


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9510 top1= 49.0585

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.0375 top1= 99.4318

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.219



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.909


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.0311 top1= 99.4318

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.214



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.889


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.0352 top1= 98.8636

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.212



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.882



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5434 top1= 79.5272


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.2872 top1= 46.6847


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7946 top1= 47.6663

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.0497 top1= 98.2955

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.209



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.871


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.0408 top1= 99.4318

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.198



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.827


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.0245 top1= 99.4318

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.194



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.807



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5003 top1= 81.9511


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5490 top1= 50.1502


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8988 top1= 50.2003

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.0218 top1= 99.4318

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.192



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.799


[E10B10 |   4224/60000 (  7%) ] Loss: 0.0682 top1= 97.7273

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.188



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.780


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.0484 top1= 98.5795

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.190



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.791



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5457 top1= 80.0481


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9183 top1= 48.4375


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0043 top1= 49.4692

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.0291 top1= 99.1477

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.193



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.801


[E11B10 |   4224/60000 (  7%) ] Loss: 0.0318 top1= 99.1477

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.190



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.791


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.0435 top1= 98.0114

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.188



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.778



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5799 top1= 78.9363


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9668 top1= 48.8882


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1703 top1= 50.3506

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.0253 top1= 99.1477

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.188



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.778


[E12B10 |   4224/60000 (  7%) ] Loss: 0.0194 top1=100.0000

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.189



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.789


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.0271 top1= 99.4318

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



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.783



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5877 top1= 78.8361


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6659 top1= 50.7011


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4223 top1= 49.2688

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.0254 top1= 99.1477

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.185



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.766


[E13B10 |   4224/60000 (  7%) ] Loss: 0.0243 top1= 98.5795

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.183



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.765


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.0249 top1= 99.4318

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.184



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.762



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6009 top1= 78.8361


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7840 top1= 51.4523


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2004 top1= 53.9764

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.0339 top1= 98.8636

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.185



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.768


[E14B10 |   4224/60000 (  7%) ] Loss: 0.0270 top1= 98.5795

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.190



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.791


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.0454 top1= 98.5795

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.193



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.801



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5744 top1= 79.6074


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7085 top1= 51.6727


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3433 top1= 52.5942

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.0243 top1= 99.4318

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.196



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.815


[E15B10 |   4224/60000 (  7%) ] Loss: 0.0344 top1= 99.1477

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.198



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.825


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.0396 top1= 98.5795

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



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.822



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5821 top1= 79.3269


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8029 top1= 51.0116


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1329 top1= 54.5373

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.0239 top1= 98.8636

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.198



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.821


[E16B10 |   4224/60000 (  7%) ] Loss: 0.0199 top1= 99.7159

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.200



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.834


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.0143 top1= 99.4318

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.202



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.838



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5275 top1= 81.2700


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6365 top1= 52.1434


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5549 top1= 52.6342

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.0253 top1= 99.4318

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.200



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.828


[E17B10 |   4224/60000 (  7%) ] Loss: 0.0225 top1= 99.4318

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.193



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.802


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.0178 top1= 99.1477

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.186



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.773



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5899 top1= 80.2684


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5554 top1= 52.3738


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7309 top1= 50.5108

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.0189 top1= 99.7159

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.187



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.776


[E18B10 |   4224/60000 (  7%) ] Loss: 0.0225 top1= 99.1477

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.186



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.772


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.0123 top1= 99.7159

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.183



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.754



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6116 top1= 79.5673


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8538 top1= 51.6126


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4652 top1= 53.8662

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.0166 top1= 99.4318

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.185



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.765


[E19B10 |   4224/60000 (  7%) ] Loss: 0.0211 top1= 99.7159

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.185



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.769


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.0186 top1= 99.7159

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.186



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.770



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4697 top1= 83.2833


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8626 top1= 52.1534


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1792 top1= 53.4355

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.0186 top1= 99.7159

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.182



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.757


[E20B10 |   4224/60000 (  7%) ] Loss: 0.0223 top1= 99.1477

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.179



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.746


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.0148 top1= 99.4318

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.178



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.739



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4735 top1= 83.2632


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8085 top1= 52.1835


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2744 top1= 54.0064

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.0103 top1= 99.7159

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.179



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.742


[E21B10 |   4224/60000 (  7%) ] Loss: 0.0109 top1= 99.7159

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.175



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.724


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

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.175



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.721



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4665 top1= 83.4535


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8292 top1= 52.0433


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3532 top1= 53.2552

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.0147 top1= 99.4318

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.177



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.735


[E22B10 |   4224/60000 (  7%) ] Loss: 0.0114 top1=100.0000

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.174



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.724


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.0081 top1= 99.7159

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.176



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.723



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4689 top1= 83.8041


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8110 top1= 52.0032


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3321 top1= 53.0248

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.0082 top1=100.0000

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.174



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.723


[E23B10 |   4224/60000 (  7%) ] Loss: 0.0122 top1= 99.7159

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.172



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.714


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.0083 top1=100.0000

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.173



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.717



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4784 top1= 83.4535


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0634 top1= 51.6927


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3696 top1= 53.7059

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.0097 top1=100.0000

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.173



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.718


[E24B10 |   4224/60000 (  7%) ] Loss: 0.0125 top1= 99.4318

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.173



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.717


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.0077 top1=100.0000

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.174



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.720



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5144 top1= 82.2416


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.1967 top1= 51.7127


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2846 top1= 54.8177

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.0082 top1= 99.7159

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.173



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.719


[E25B10 |   4224/60000 (  7%) ] Loss: 0.0117 top1=100.0000

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.172



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.712


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.0177 top1= 99.7159

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.175



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.723



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5440 top1= 81.3602


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.2174 top1= 51.6226


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1431 top1= 55.2985

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.0083 top1=100.0000

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.175



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.722


[E26B10 |   4224/60000 (  7%) ] Loss: 0.0118 top1= 99.4318

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.176



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.727


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.0089 top1= 99.7159

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.178



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.734



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5326 top1= 81.8710


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.1794 top1= 51.7428


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3473 top1= 54.8978

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.0058 top1=100.0000

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.180



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.745


[E27B10 |   4224/60000 (  7%) ] Loss: 0.0086 top1= 99.7159

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.182



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.753


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.0117 top1= 99.7159

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.182



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.752



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4866 top1= 83.3534


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.2690 top1= 51.5024


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3302 top1= 55.1082

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.0137 top1= 99.7159

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.183



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.755


[E28B10 |   4224/60000 (  7%) ] Loss: 0.0083 top1=100.0000

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.182



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.753


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.0057 top1=100.0000

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.183



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.756



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4969 top1= 83.3333


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3309 top1= 51.4123


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4915 top1= 53.1851

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.0076 top1=100.0000

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.185



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.761


[E29B10 |   4224/60000 (  7%) ] Loss: 0.0109 top1= 99.7159

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.181



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.747


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.0068 top1=100.0000

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.182



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.748



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5387 top1= 82.0913


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3779 top1= 51.3522


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9580 top1= 57.7624

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.0097 top1= 99.7159

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.183



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.756


[E30B10 |   4224/60000 (  7%) ] Loss: 0.0049 top1=100.0000

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.188



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.773


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.0056 top1=100.0000

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.191



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.786



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5145 top1= 82.9828


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.4207 top1= 51.2821


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2478 top1= 54.2668

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.0163 top1= 99.1477

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.194



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.798


[E31B10 |   4224/60000 (  7%) ] Loss: 0.0117 top1= 99.4318

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.196



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.807


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.0075 top1=100.0000

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.197



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.812



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5202 top1= 82.6222


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.4576 top1= 51.2220


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1682 top1= 56.1298

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.0061 top1=100.0000

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.198



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.816


[E32B10 |   4224/60000 (  7%) ] Loss: 0.0092 top1= 99.7159

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.196



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.808


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.0069 top1=100.0000

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.198



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.816



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5414 top1= 81.8510


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.4910 top1= 51.1819


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4329 top1= 54.2869

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.0045 top1=100.0000

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.199



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.819


[E33B10 |   4224/60000 (  7%) ] Loss: 0.0077 top1=100.0000

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.196



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.811


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.0069 top1=100.0000

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.198



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.815



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5542 top1= 81.7408


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.5210 top1= 51.1719


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3602 top1= 55.8894

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.0068 top1= 99.7159

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.198



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.817


[E34B10 |   4224/60000 (  7%) ] Loss: 0.0089 top1= 99.7159

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.200



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.824


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.0054 top1=100.0000

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.200



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.825



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5504 top1= 81.9211


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.5485 top1= 51.1118


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6669 top1= 54.1366

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.0033 top1=100.0000

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.200



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.826


[E35B10 |   4224/60000 (  7%) ] Loss: 0.0071 top1= 99.7159

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.199



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.824


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.0052 top1=100.0000

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.200



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.824



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5504 top1= 81.9611


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.5745 top1= 51.0817


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7182 top1= 53.9363

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.0031 top1=100.0000

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.200



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.826


[E36B10 |   4224/60000 (  7%) ] Loss: 0.0072 top1= 99.7159

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.199



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.823


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.0051 top1=100.0000

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.200



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.825



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5620 top1= 81.7208


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.5986 top1= 51.0417


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7380 top1= 53.9764

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.0034 top1=100.0000

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.201



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.827


[E37B10 |   4224/60000 (  7%) ] Loss: 0.0067 top1= 99.7159

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.200



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.826


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.0050 top1=100.0000

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.201



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.828



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5614 top1= 81.7808


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.6207 top1= 51.0417


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7874 top1= 53.7159

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.0035 top1=100.0000

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.201



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.830


[E38B10 |   4224/60000 (  7%) ] Loss: 0.0072 top1= 99.7159

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.201



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.829


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.0050 top1=100.0000

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.202



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.832



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5631 top1= 81.8209


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.6413 top1= 51.0317


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8016 top1= 53.8762

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.0034 top1=100.0000

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.202



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.834


[E39B10 |   4224/60000 (  7%) ] Loss: 0.0067 top1= 99.7159

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.202



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.833


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.0047 top1=100.0000

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.203



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.836



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5653 top1= 81.8209


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.6607 top1= 51.0317


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8385 top1= 53.8762

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.0031 top1=100.0000

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.203



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.838


[E40B10 |   4224/60000 (  7%) ] Loss: 0.0069 top1= 99.7159

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.202



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.836


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.0047 top1=100.0000

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.203



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.839



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5640 top1= 81.9912


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.6799 top1= 51.0016


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8557 top1= 53.9363

Train epoch 41
[E41B0  |    384/60000 (  1%) ] Loss: 0.0032 top1=100.0000

=== Log global consensus distance @ E41B0 ===
consensus_distance=0.204



=== Log clique consensus distance @ E41B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.841


[E41B10 |   4224/60000 (  7%) ] Loss: 0.0070 top1= 99.7159

=== Log global consensus distance @ E41B10 ===
consensus_distance=0.203



=== Log clique consensus distance @ E41B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.839


[E41B20 |   8064/60000 ( 13%) ] Loss: 0.0048 top1=100.0000

=== Log global consensus distance @ E41B20 ===
consensus_distance=0.204



=== Log clique consensus distance @ E41B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.842



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5616 top1= 82.1815


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.6977 top1= 50.9916


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8810 top1= 54.0064

Train epoch 42
[E42B0  |    384/60000 (  1%) ] Loss: 0.0034 top1=100.0000

=== Log global consensus distance @ E42B0 ===
consensus_distance=0.205



=== Log clique consensus distance @ E42B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.844


[E42B10 |   4224/60000 (  7%) ] Loss: 0.0069 top1= 99.7159

=== Log global consensus distance @ E42B10 ===
consensus_distance=0.204



=== Log clique consensus distance @ E42B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.842


[E42B20 |   8064/60000 ( 13%) ] Loss: 0.0047 top1=100.0000

=== Log global consensus distance @ E42B20 ===
consensus_distance=0.205



=== Log clique consensus distance @ E42B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.845



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5608 top1= 82.2716


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.7155 top1= 50.9415


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9042 top1= 53.9463

Train epoch 43
[E43B0  |    384/60000 (  1%) ] Loss: 0.0033 top1=100.0000

=== Log global consensus distance @ E43B0 ===
consensus_distance=0.205



=== Log clique consensus distance @ E43B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.848


[E43B10 |   4224/60000 (  7%) ] Loss: 0.0069 top1= 99.7159

=== Log global consensus distance @ E43B10 ===
consensus_distance=0.204



=== Log clique consensus distance @ E43B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.845


[E43B20 |   8064/60000 ( 13%) ] Loss: 0.0045 top1=100.0000

=== Log global consensus distance @ E43B20 ===
consensus_distance=0.205



=== Log clique consensus distance @ E43B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.848



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5633 top1= 82.2817


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.7317 top1= 50.9315


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9085 top1= 54.1166

Train epoch 44
[E44B0  |    384/60000 (  1%) ] Loss: 0.0032 top1=100.0000

=== Log global consensus distance @ E44B0 ===
consensus_distance=0.206



=== Log clique consensus distance @ E44B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.851


[E44B10 |   4224/60000 (  7%) ] Loss: 0.0068 top1= 99.7159

=== Log global consensus distance @ E44B10 ===
consensus_distance=0.205



=== Log clique consensus distance @ E44B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.848


[E44B20 |   8064/60000 ( 13%) ] Loss: 0.0045 top1=100.0000

=== Log global consensus distance @ E44B20 ===
consensus_distance=0.206



=== Log clique consensus distance @ E44B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.850



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5655 top1= 82.3518


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.7475 top1= 50.9315


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9190 top1= 54.1567

Train epoch 45
[E45B0  |    384/60000 (  1%) ] Loss: 0.0032 top1=100.0000

=== Log global consensus distance @ E45B0 ===
consensus_distance=0.207



=== Log clique consensus distance @ E45B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.853


[E45B10 |   4224/60000 (  7%) ] Loss: 0.0068 top1= 99.7159

=== Log global consensus distance @ E45B10 ===
consensus_distance=0.206



=== Log clique consensus distance @ E45B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.851


[E45B20 |   8064/60000 ( 13%) ] Loss: 0.0044 top1=100.0000

=== Log global consensus distance @ E45B20 ===
consensus_distance=0.206



=== Log clique consensus distance @ E45B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.853



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5692 top1= 82.3417


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.7626 top1= 50.9115


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9184 top1= 54.2468

Train epoch 46
[E46B0  |    384/60000 (  1%) ] Loss: 0.0032 top1=100.0000

=== Log global consensus distance @ E46B0 ===
consensus_distance=0.207



=== Log clique consensus distance @ E46B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.856


[E46B10 |   4224/60000 (  7%) ] Loss: 0.0066 top1= 99.7159

=== Log global consensus distance @ E46B10 ===
consensus_distance=0.206



=== Log clique consensus distance @ E46B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.853


[E46B20 |   8064/60000 ( 13%) ] Loss: 0.0043 top1=100.0000

=== Log global consensus distance @ E46B20 ===
consensus_distance=0.207



=== Log clique consensus distance @ E46B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.855



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5730 top1= 82.3217


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.7771 top1= 50.9215


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9179 top1= 54.2768

Train epoch 47
[E47B0  |    384/60000 (  1%) ] Loss: 0.0030 top1=100.0000

=== Log global consensus distance @ E47B0 ===
consensus_distance=0.208



=== Log clique consensus distance @ E47B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.858


[E47B10 |   4224/60000 (  7%) ] Loss: 0.0066 top1= 99.7159

=== Log global consensus distance @ E47B10 ===
consensus_distance=0.207



=== Log clique consensus distance @ E47B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.856


[E47B20 |   8064/60000 ( 13%) ] Loss: 0.0043 top1=100.0000

=== Log global consensus distance @ E47B20 ===
consensus_distance=0.208



=== Log clique consensus distance @ E47B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.857



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5780 top1= 82.2015


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.7910 top1= 50.9315


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9193 top1= 54.3870

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

=== Log global consensus distance @ E48B0 ===
consensus_distance=0.209



=== Log clique consensus distance @ E48B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.861


[E48B10 |   4224/60000 (  7%) ] Loss: 0.0065 top1= 99.7159

=== Log global consensus distance @ E48B10 ===
consensus_distance=0.208



=== Log clique consensus distance @ E48B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.859


[E48B20 |   8064/60000 ( 13%) ] Loss: 0.0042 top1=100.0000

=== Log global consensus distance @ E48B20 ===
consensus_distance=0.208



=== Log clique consensus distance @ E48B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.860



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5832 top1= 82.1114


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.8045 top1= 50.9115


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9212 top1= 54.4872

Train epoch 49
[E49B0  |    384/60000 (  1%) ] Loss: 0.0030 top1=100.0000

=== Log global consensus distance @ E49B0 ===
consensus_distance=0.209



=== Log clique consensus distance @ E49B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.863


[E49B10 |   4224/60000 (  7%) ] Loss: 0.0065 top1= 99.7159

=== Log global consensus distance @ E49B10 ===
consensus_distance=0.208



=== Log clique consensus distance @ E49B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.862


[E49B20 |   8064/60000 ( 13%) ] Loss: 0.0041 top1=100.0000

=== Log global consensus distance @ E49B20 ===
consensus_distance=0.209



=== Log clique consensus distance @ E49B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.862



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5873 top1= 82.0112


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.8173 top1= 50.9115


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9182 top1= 54.5172

Train epoch 50
[E50B0  |    384/60000 (  1%) ] Loss: 0.0030 top1=100.0000

=== Log global consensus distance @ E50B0 ===
consensus_distance=0.210



=== Log clique consensus distance @ E50B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.866


[E50B10 |   4224/60000 (  7%) ] Loss: 0.0064 top1= 99.7159

=== Log global consensus distance @ E50B10 ===
consensus_distance=0.209



=== Log clique consensus distance @ E50B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.864


[E50B20 |   8064/60000 ( 13%) ] Loss: 0.0041 top1=100.0000

=== Log global consensus distance @ E50B20 ===
consensus_distance=0.209



=== Log clique consensus distance @ E50B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.865



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5914 top1= 81.8810


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.8297 top1= 50.9215


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9213 top1= 54.4972

