
=== Start adding workers ===
=> Add worker SGDMWorker(index=0, momentum=0.9)
=> Add worker SGDMWorker(index=1, momentum=0.9)
=> Add worker SGDMWorker(index=2, momentum=0.9)
=> Add worker SGDMWorker(index=3, momentum=0.9)
=> Add worker SGDMWorker(index=4, momentum=0.9)
=> Add worker SGDMWorker(index=5, momentum=0.9)
=> Add worker SGDMWorker(index=6, momentum=0.9)
=> Add worker SGDMWorker(index=7, momentum=0.9)
=> Add worker SGDMWorker(index=8, momentum=0.9)
=> Add worker SGDMWorker(index=9, momentum=0.9)
=> Add worker SGDMWorker(index=10, momentum=0.9)
=> Add worker ByzantineWorker(index=11)

=== Start adding graph ===
TwoCliquesWithByzantine(m=5,b=1)

Train epoch 1
[E 1B0  |    384/60000 (  1%) ] Loss: 2.3142 top1=  7.6705

=== Peeking data label distribution E1B0 ===
Worker 0 has targets: tensor([0, 0, 0, 0, 0], device='cuda:0')
Worker 1 has targets: tensor([1, 1, 1, 0, 1], device='cuda:0')
Worker 2 has targets: tensor([1, 1, 2, 1, 1], device='cuda:0')
Worker 3 has targets: tensor([2, 2, 3, 2, 2], device='cuda:0')
Worker 4 has targets: tensor([3, 3, 3, 3, 3], device='cuda:0')
Worker 5 has targets: tensor([4, 4, 4, 4, 4], device='cuda:0')
Worker 6 has targets: tensor([5, 5, 5, 5, 5], device='cuda:0')
Worker 7 has targets: tensor([6, 6, 6, 5, 6], device='cuda:0')
Worker 8 has targets: tensor([6, 7, 7, 6, 6], device='cuda:0')
Worker 9 has targets: tensor([7, 7, 8, 7, 7], device='cuda:0')
Worker 10 has targets: tensor([8, 8, 9, 8, 8], device='cuda:0')
Worker 11 has targets: tensor([9, 9, 9, 9, 9], device='cuda:0')



=== Log global consensus distance @ E1B0 ===
consensus_distance=0.003



=== 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: 0.7378 top1= 76.1364

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.432



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.501


[E 1B20 |   8064/60000 ( 13%) ] Loss: 0.2568 top1= 92.6136

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.867



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=3.331



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2526 top1= 63.9623


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.9180 top1= 41.2660


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.3554 top1= 41.1358

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 0.1429 top1= 95.1705

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.886



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=3.457


[E 2B10 |   4224/60000 (  7%) ] Loss: 0.1372 top1= 95.7386

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.736



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=2.851


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.1564 top1= 95.7386

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.589



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=2.241



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0058 top1= 62.0893


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5611 top1= 47.1054


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6968 top1= 44.9119

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.0872 top1= 97.4432

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.478



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.789


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.0908 top1= 97.1591

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.404



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.490


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.1063 top1= 96.5909

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.345



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.247



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7957 top1= 70.3726


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2592 top1= 48.7981


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3826 top1= 44.5713

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.0571 top1= 99.1477

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.309



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.095


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.0715 top1= 97.4432

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.289



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.000


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.0893 top1= 97.4432

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.272



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.931



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7359 top1= 72.6262


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1695 top1= 50.7111


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3585 top1= 44.4211

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.0613 top1= 98.8636

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.264



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.903


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.0744 top1= 98.2955

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.261



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.879


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.0832 top1= 97.4432

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.252



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.841



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6694 top1= 76.4223


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2163 top1= 51.2520


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3287 top1= 44.7216

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.0459 top1= 98.5795

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.249



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.835


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.0411 top1= 98.5795

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.247



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.822


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.0570 top1= 98.5795

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.235



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.770



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6231 top1= 79.7376


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1381 top1= 53.4956


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2172 top1= 45.2224

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.0380 top1= 98.5795

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.239



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.793


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.0432 top1= 98.2955

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.244



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.806


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.0780 top1= 97.7273

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.239



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.782



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5463 top1= 82.0813


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1647 top1= 53.2051


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7988 top1= 45.3125

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.0242 top1= 99.1477

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.235



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.778


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.0491 top1= 98.2955

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.242



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.804


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.0725 top1= 97.7273

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.263



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.889



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6163 top1= 81.2099


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5433 top1= 51.1518


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8395 top1= 43.8502

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.0396 top1= 98.5795

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.271



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.932


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.0324 top1= 98.8636

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.267



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.907


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.0440 top1= 99.4318

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.261



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.872



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4944 top1= 83.9042


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2666 top1= 54.5673


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0396 top1= 45.3325

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.0414 top1= 99.4318

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.260



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.877


[E10B10 |   4224/60000 (  7%) ] Loss: 0.0721 top1= 98.0114

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.262



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.887


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.0633 top1= 98.0114

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.266



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.903



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5344 top1= 82.4219


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0902 top1= 55.2484


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8062 top1= 45.6430

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.0413 top1= 98.8636

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.267



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.916


[E11B10 |   4224/60000 (  7%) ] Loss: 0.0441 top1= 98.5795

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.310



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.105


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.0693 top1= 98.2955

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.310



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.084



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4827 top1= 85.0861


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4226 top1= 53.6558


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3973 top1= 45.1823

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.0424 top1= 98.2955

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.297



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.041


[E12B10 |   4224/60000 (  7%) ] Loss: 0.0211 top1= 99.4318

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.286



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.994


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.0377 top1= 99.1477

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.274



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.938



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4908 top1= 84.8357


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1432 top1= 58.1030


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3759 top1= 45.9635

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.0173 top1= 99.4318

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.253



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.849


[E13B10 |   4224/60000 (  7%) ] Loss: 0.0385 top1= 98.8636

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.219



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.705


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.0339 top1= 99.1477

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.206



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.652



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5041 top1= 84.2248


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3398 top1= 55.3185


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5757 top1= 45.2424

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.0167 top1= 99.7159

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.202



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.634


[E14B10 |   4224/60000 (  7%) ] Loss: 0.0298 top1= 99.4318

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.189



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.581


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.0359 top1= 99.1477

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.192



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.582



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4297 top1= 86.2280


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9878 top1= 59.5653


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2576 top1= 46.6647

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.0327 top1= 98.5795

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.188



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.562


[E15B10 |   4224/60000 (  7%) ] Loss: 0.0172 top1= 99.7159

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.186



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.561


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.0276 top1= 99.4318

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.200



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.625



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5452 top1= 81.7007


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2678 top1= 58.6639


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8712 top1= 46.0837

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.0281 top1= 99.1477

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.214



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.689


[E16B10 |   4224/60000 (  7%) ] Loss: 0.0177 top1= 99.1477

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.221



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.727


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.0486 top1= 98.5795

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.240



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.813



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5593 top1= 80.5990


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6347 top1= 53.9062


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9407 top1= 47.1054

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.0174 top1= 99.7159

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.244



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.828


[E17B10 |   4224/60000 (  7%) ] Loss: 0.0502 top1= 97.7273

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.235



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.787


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.0100 top1= 99.7159

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.261



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.892



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5320 top1= 82.1514


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4203 top1= 53.6558


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.3834 top1= 47.1054

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.0309 top1= 99.4318

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.270



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.937


[E18B10 |   4224/60000 (  7%) ] Loss: 0.0121 top1=100.0000

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.256



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.873


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.0376 top1= 99.1477

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.249



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.848



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7278 top1= 76.1518


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.4062 top1= 51.4824


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.8790 top1= 47.0954

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.0439 top1= 99.1477

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.265



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.892


[E19B10 |   4224/60000 (  7%) ] Loss: 0.0604 top1= 98.2955

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.255



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.852


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.0252 top1= 99.7159

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.262



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.878



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6870 top1= 79.4571


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4782 top1= 57.9728


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.5222 top1= 45.4928

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.0607 top1= 98.2955

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.279



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.963


[E20B10 |   4224/60000 (  7%) ] Loss: 0.0118 top1= 99.7159

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.290



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.013


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.0180 top1= 99.7159

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.262



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.906



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7823 top1= 77.4840


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4270 top1= 61.3482


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.9359 top1= 46.4744

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.0202 top1= 99.7159

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.245



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.829


[E21B10 |   4224/60000 (  7%) ] Loss: 0.0220 top1= 99.4318

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.229



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.753


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.0094 top1=100.0000

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.219



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.714



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8969 top1= 73.7280


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.1429 top1= 57.2216


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.2816 top1= 46.6546

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.0293 top1= 98.8636

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.232



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.770


[E22B10 |   4224/60000 (  7%) ] Loss: 0.0333 top1= 98.8636

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.255



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.843


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.0233 top1= 99.4318

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.266



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.912



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1901 top1= 73.0168


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.4284 top1= 53.9163


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.4466 top1= 45.6330

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.0060 top1=100.0000

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.264



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.916


[E23B10 |   4224/60000 (  7%) ] Loss: 0.0390 top1= 98.8636

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.245



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.834


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.0205 top1= 99.4318

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.254



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.849



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3002 top1= 73.6078


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0354 top1= 60.6671


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.0364 top1= 46.9752

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.1029 top1= 97.7273

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.245



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.823


[E24B10 |   4224/60000 (  7%) ] Loss: 0.0424 top1= 98.2955

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.291



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.027


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.0271 top1= 99.1477

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.287



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.002



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4297 top1= 73.6078


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.2023 top1= 57.2516


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.2952 top1= 46.7248

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.0094 top1= 99.7159

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.268



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.931


[E25B10 |   4224/60000 (  7%) ] Loss: 0.0514 top1= 99.7159

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.284



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.995


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.0539 top1= 98.5795

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.267



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.918



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9435 top1= 78.8662


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.2219 top1= 56.9311


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.9649 top1= 48.1270

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.2239 top1= 98.0114

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.275



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.922


[E26B10 |   4224/60000 (  7%) ] Loss: 0.1845 top1= 97.7273

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.476



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.119


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.1311 top1= 97.4432

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.439



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.105



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5126 top1= 70.9034


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.2706 top1= 55.4287


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.4880 top1= 45.6831

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.0189 top1= 99.4318

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.365



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.051


[E27B10 |   4224/60000 (  7%) ] Loss: 0.0502 top1= 98.2955

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.281



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.919


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.0174 top1= 99.4318

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.283



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.982



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1079 top1= 75.7712


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4078 top1= 60.9475


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.4125 top1= 45.6931

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.0165 top1= 99.4318

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.296



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.042


[E28B10 |   4224/60000 (  7%) ] Loss: 0.0359 top1= 98.2955

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.284



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.993


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.0328 top1= 98.8636

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.264



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.910



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6983 top1= 79.4872


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0135 top1= 57.3618


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.1764 top1= 46.9251

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.0223 top1= 99.4318

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.262



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.906


[E29B10 |   4224/60000 (  7%) ] Loss: 0.0095 top1= 99.7159

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.243



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.825


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.0428 top1= 98.8636

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.223



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.728



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8971 top1= 78.2652


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4254 top1= 59.2348


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.4335 top1= 46.6647

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.0145 top1= 99.7159

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



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.713


[E30B10 |   4224/60000 (  7%) ] Loss: 0.0079 top1=100.0000

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.204



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.651


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.0273 top1= 99.4318

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.185



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.572



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2195 top1= 78.8762


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4724 top1= 63.4315


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.8283 top1= 46.5044

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.0058 top1=100.0000

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.184



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.574


[E31B10 |   4224/60000 (  7%) ] Loss: 0.0102 top1= 99.7159

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.193



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.598


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.0143 top1= 99.7159

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.191



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.602



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6176 top1= 73.5477


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7936 top1= 60.2364


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=9.4700 top1= 46.5044

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.0384 top1= 99.1477

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.205



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.671


[E32B10 |   4224/60000 (  7%) ] Loss: 0.0040 top1=100.0000

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.233



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.784


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.0226 top1= 99.1477

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.231



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.779



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3472 top1= 72.2155


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.4908 top1= 53.0449


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.8869 top1= 46.2740

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.0418 top1= 98.0114

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.245



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.839


[E33B10 |   4224/60000 (  7%) ] Loss: 0.0515 top1= 97.4432

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.269



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.945


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.0263 top1= 99.1477

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.271



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.950



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2983 top1= 76.7829


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9653 top1= 60.3966


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.1946 top1= 46.8149

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.0093 top1= 99.4318

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.260



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.905


[E34B10 |   4224/60000 (  7%) ] Loss: 0.0049 top1=100.0000

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.241



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.822


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.0372 top1= 98.2955

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.225



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.750



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3722 top1= 78.6659


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.2518 top1= 55.4587


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=10.2846 top1= 44.7716

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.0275 top1= 99.1477

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.247



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.852


[E35B10 |   4224/60000 (  7%) ] Loss: 0.0296 top1= 99.7159

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.268



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.927


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.0078 top1=100.0000

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.259



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.876



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1384 top1= 76.6927


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7843 top1= 62.4700


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.6269 top1= 47.0553

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.0063 top1=100.0000

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.236



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.797


[E36B10 |   4224/60000 (  7%) ] Loss: 0.0276 top1= 99.1477

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.240



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.825


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.0537 top1= 98.8636

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.280



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.985



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8974 top1= 78.6759


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.7143 top1= 52.1835


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.2334 top1= 47.1154

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.0340 top1= 99.4318

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.275



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.961


[E37B10 |   4224/60000 (  7%) ] Loss: 0.0126 top1= 99.7159

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.247



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.853


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.0227 top1= 99.4318

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.244



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.843



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7529 top1= 80.5789


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7802 top1= 57.3618


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.2097 top1= 47.1054

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.0242 top1= 99.4318

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.241



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.811


[E38B10 |   4224/60000 (  7%) ] Loss: 0.0145 top1= 99.1477

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.231



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.744


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.0098 top1=100.0000

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.222



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.728



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1402 top1= 77.4539


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7647 top1= 59.8157


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.8927 top1= 46.4042

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.0099 top1=100.0000

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.222



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.713


[E39B10 |   4224/60000 (  7%) ] Loss: 0.0059 top1=100.0000

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.229



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.737


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.0103 top1= 99.7159

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.220



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.719



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3854 top1= 76.0717


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3107 top1= 62.2496


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.3014 top1= 47.2556

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.0290 top1= 98.5795

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.228



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.767


[E40B10 |   4224/60000 (  7%) ] Loss: 0.0155 top1= 99.1477

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.246



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.837


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.0126 top1= 99.4318

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.228



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.764



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4927 top1= 78.4956


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0349 top1= 61.8990


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=12.0871 top1= 43.6198

Train epoch 41
[E41B0  |    384/60000 (  1%) ] Loss: 0.0672 top1= 99.1477

=== Log global consensus distance @ E41B0 ===
consensus_distance=0.250



=== Log clique consensus distance @ E41B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.856


[E41B10 |   4224/60000 (  7%) ] Loss: 0.0061 top1= 99.7159

=== Log global consensus distance @ E41B10 ===
consensus_distance=0.261



=== Log clique consensus distance @ E41B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.906


[E41B20 |   8064/60000 ( 13%) ] Loss: 0.0200 top1= 99.4318

=== Log global consensus distance @ E41B20 ===
consensus_distance=0.258



=== Log clique consensus distance @ E41B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.821



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9538 top1= 79.7276


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.1618 top1= 61.9291


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.6403 top1= 48.1170

Train epoch 42
[E42B0  |    384/60000 (  1%) ] Loss: 0.0190 top1= 99.1477

=== Log global consensus distance @ E42B0 ===
consensus_distance=0.244



=== Log clique consensus distance @ E42B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.784


[E42B10 |   4224/60000 (  7%) ] Loss: 0.0041 top1=100.0000

=== Log global consensus distance @ E42B10 ===
consensus_distance=0.238



=== Log clique consensus distance @ E42B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.783


[E42B20 |   8064/60000 ( 13%) ] Loss: 0.0274 top1= 99.1477

=== Log global consensus distance @ E42B20 ===
consensus_distance=0.232



=== Log clique consensus distance @ E42B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.756



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9139 top1= 79.1466


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9581 top1= 59.3349


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.0100 top1= 47.3958

Train epoch 43
[E43B0  |    384/60000 (  1%) ] Loss: 0.0365 top1= 98.5795

=== Log global consensus distance @ E43B0 ===
consensus_distance=0.247



=== Log clique consensus distance @ E43B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.856


[E43B10 |   4224/60000 (  7%) ] Loss: 0.0307 top1= 98.8636

=== Log global consensus distance @ E43B10 ===
consensus_distance=0.265



=== Log clique consensus distance @ E43B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.933


[E43B20 |   8064/60000 ( 13%) ] Loss: 0.0125 top1= 99.4318

=== Log global consensus distance @ E43B20 ===
consensus_distance=0.265



=== Log clique consensus distance @ E43B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.916



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8152 top1= 81.9712


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.1247 top1= 58.8442


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.3529 top1= 48.2572

Train epoch 44
[E44B0  |    384/60000 (  1%) ] Loss: 0.0078 top1=100.0000

=== Log global consensus distance @ E44B0 ===
consensus_distance=0.253



=== Log clique consensus distance @ E44B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.871


[E44B10 |   4224/60000 (  7%) ] Loss: 0.0138 top1= 99.4318

=== Log global consensus distance @ E44B10 ===
consensus_distance=0.234



=== Log clique consensus distance @ E44B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.793


[E44B20 |   8064/60000 ( 13%) ] Loss: 0.0204 top1= 99.1477

=== Log global consensus distance @ E44B20 ===
consensus_distance=0.228



=== Log clique consensus distance @ E44B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.775



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4867 top1= 85.7772


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5481 top1= 58.3433


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.5215 top1= 47.8766

Train epoch 45
[E45B0  |    384/60000 (  1%) ] Loss: 0.1887 top1= 94.8864

=== Log global consensus distance @ E45B0 ===
consensus_distance=0.258



=== Log clique consensus distance @ E45B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.814


[E45B10 |   4224/60000 (  7%) ] Loss: 0.0319 top1= 99.1477

=== Log global consensus distance @ E45B10 ===
consensus_distance=0.357



=== Log clique consensus distance @ E45B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.020


[E45B20 |   8064/60000 ( 13%) ] Loss: 0.0153 top1= 98.8636

=== Log global consensus distance @ E45B20 ===
consensus_distance=0.355



=== Log clique consensus distance @ E45B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.139



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6855 top1= 82.8626


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.0920 top1= 56.5705


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.9674 top1= 47.2656

Train epoch 46
[E46B0  |    384/60000 (  1%) ] Loss: 0.0290 top1= 99.4318

=== Log global consensus distance @ E46B0 ===
consensus_distance=0.317



=== Log clique consensus distance @ E46B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.124


[E46B10 |   4224/60000 (  7%) ] Loss: 0.0845 top1= 98.0114

=== Log global consensus distance @ E46B10 ===
consensus_distance=0.318



=== Log clique consensus distance @ E46B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.134


[E46B20 |   8064/60000 ( 13%) ] Loss: 0.0130 top1=100.0000

=== Log global consensus distance @ E46B20 ===
consensus_distance=0.319



=== Log clique consensus distance @ E46B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.150



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8021 top1= 80.4688


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3239 top1= 58.7139


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.0944 top1= 48.7981

Train epoch 47
[E47B0  |    384/60000 (  1%) ] Loss: 0.0073 top1=100.0000

=== Log global consensus distance @ E47B0 ===
consensus_distance=0.297



=== Log clique consensus distance @ E47B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.053


[E47B10 |   4224/60000 (  7%) ] Loss: 0.0088 top1=100.0000

=== Log global consensus distance @ E47B10 ===
consensus_distance=0.282



=== Log clique consensus distance @ E47B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.979


[E47B20 |   8064/60000 ( 13%) ] Loss: 0.0324 top1= 99.7159

=== Log global consensus distance @ E47B20 ===
consensus_distance=0.276



=== Log clique consensus distance @ E47B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.976



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5755 top1= 82.4319


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0583 top1= 53.0749


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0355 top1= 47.5361

Train epoch 48
[E48B0  |    384/60000 (  1%) ] Loss: 0.1385 top1= 95.1705

=== Log global consensus distance @ E48B0 ===
consensus_distance=0.304



=== Log clique consensus distance @ E48B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.069


[E48B10 |   4224/60000 (  7%) ] Loss: 0.0104 top1=100.0000

=== Log global consensus distance @ E48B10 ===
consensus_distance=0.350



=== Log clique consensus distance @ E48B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.284


[E48B20 |   8064/60000 ( 13%) ] Loss: 0.0284 top1= 99.4318

=== Log global consensus distance @ E48B20 ===
consensus_distance=0.316



=== Log clique consensus distance @ E48B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.138



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3672 top1= 90.2043


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1871 top1= 59.4351


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.0161 top1= 48.2672

Train epoch 49
[E49B0  |    384/60000 (  1%) ] Loss: 0.0178 top1= 99.7159

=== Log global consensus distance @ E49B0 ===
consensus_distance=0.285



=== Log clique consensus distance @ E49B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.998


[E49B10 |   4224/60000 (  7%) ] Loss: 0.0155 top1= 99.7159

=== Log global consensus distance @ E49B10 ===
consensus_distance=0.270



=== Log clique consensus distance @ E49B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.943


[E49B20 |   8064/60000 ( 13%) ] Loss: 0.0112 top1= 99.4318

=== Log global consensus distance @ E49B20 ===
consensus_distance=0.259



=== Log clique consensus distance @ E49B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.885



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3512 top1= 89.3830


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6850 top1= 54.9880


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8185 top1= 49.0585

Train epoch 50
[E50B0  |    384/60000 (  1%) ] Loss: 0.0087 top1=100.0000

=== Log global consensus distance @ E50B0 ===
consensus_distance=0.239



=== Log clique consensus distance @ E50B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.797


[E50B10 |   4224/60000 (  7%) ] Loss: 0.0277 top1= 98.8636

=== Log global consensus distance @ E50B10 ===
consensus_distance=0.233



=== Log clique consensus distance @ E50B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.764


[E50B20 |   8064/60000 ( 13%) ] Loss: 0.0124 top1= 99.4318

=== Log global consensus distance @ E50B20 ===
consensus_distance=0.208



=== Log clique consensus distance @ E50B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.649



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4830 top1= 88.6018


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0785 top1= 62.6202


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6939 top1= 48.9884

