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

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

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

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



=== Log global consensus distance @ E1B0 ===
consensus_distance=0.001



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



=== Log mixing matrix @ E1B0 ===
[[0.167 0.167 0.167 0.167 0.167 0.    0.    0.    0.    0.    0.167 0.   ]
 [0.167 0.233 0.2   0.2   0.2   0.    0.    0.    0.    0.    0.    0.   ]
 [0.167 0.2   0.233 0.2   0.2   0.    0.    0.    0.    0.    0.    0.   ]
 [0.167 0.2   0.2   0.233 0.2   0.    0.    0.    0.    0.    0.    0.   ]
 [0.167 0.2   0.2   0.2   0.233 0.    0.    0.    0.    0.    0.    0.   ]
 [0.    0.    0.    0.    0.    0.233 0.2   0.2   0.2   0.167 0.    0.   ]
 [0.    0.    0.    0.    0.    0.2   0.233 0.2   0.2   0.167 0.    0.   ]
 [0.    0.    0.    0.    0.    0.2   0.2   0.233 0.2   0.167 0.    0.   ]
 [0.    0.    0.    0.    0.    0.2   0.2   0.2   0.233 0.167 0.    0.   ]
 [0.    0.    0.    0.    0.    0.167 0.167 0.167 0.167 0.167 0.167 0.   ]
 [0.167 0.    0.    0.    0.    0.    0.    0.    0.    0.167 0.567 0.1  ]
 [0.    0.    0.    0.    0.    0.    0.    0.    0.    0.    0.1   0.9  ]]


[E 1B10 |   4224/60000 (  7%) ] Loss: 0.9499 top1= 63.9205

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.459



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=1.714


[E 1B20 |   8064/60000 ( 13%) ] Loss: 0.4434 top1= 87.2159

=== Log global consensus distance @ E1B20 ===
consensus_distance=1.120



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=4.391



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0578 top1= 71.4844


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.8667 top1= 40.0341


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.2188 top1= 37.5701

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 0.2171 top1= 93.1818

=== Log global consensus distance @ E2B0 ===
consensus_distance=1.381



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=5.555


[E 2B10 |   4224/60000 (  7%) ] Loss: 0.2428 top1= 92.0455

=== Log global consensus distance @ E2B10 ===
consensus_distance=1.467



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.983


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.2100 top1= 94.6023

=== Log global consensus distance @ E2B20 ===
consensus_distance=1.526



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.227



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9045 top1= 75.2804


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.0129 top1= 40.3345


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.6733 top1= 43.5497

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.1219 top1= 96.0227

=== Log global consensus distance @ E3B0 ===
consensus_distance=1.593



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.450


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.1029 top1= 96.0227

=== Log global consensus distance @ E3B10 ===
consensus_distance=1.647



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.612


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.1341 top1= 96.0227

=== Log global consensus distance @ E3B20 ===
consensus_distance=1.666



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.701



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8927 top1= 73.0469


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.8375 top1= 43.0389


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.8908 top1= 45.5629

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.0810 top1= 96.8750

=== Log global consensus distance @ E4B0 ===
consensus_distance=1.674



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.733


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.0757 top1= 97.7273

=== Log global consensus distance @ E4B10 ===
consensus_distance=1.679



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.751


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.0927 top1= 98.0114

=== Log global consensus distance @ E4B20 ===
consensus_distance=1.678



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.757



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8846 top1= 70.4627


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.1134 top1= 44.7015


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.2768 top1= 46.0337

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.0369 top1= 99.7159

=== Log global consensus distance @ E5B0 ===
consensus_distance=1.680



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.764


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.0439 top1= 99.1477

=== Log global consensus distance @ E5B10 ===
consensus_distance=1.670



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.732


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.0519 top1= 98.2955

=== Log global consensus distance @ E5B20 ===
consensus_distance=1.662



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.698



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9186 top1= 67.8185


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.2395 top1= 46.4042


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.6383 top1= 46.0938

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.0347 top1= 99.4318

=== Log global consensus distance @ E6B0 ===
consensus_distance=1.658



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.674


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.0290 top1= 99.4318

=== Log global consensus distance @ E6B10 ===
consensus_distance=1.651



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.635


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.0417 top1= 98.5795

=== Log global consensus distance @ E6B20 ===
consensus_distance=1.637



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.596



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0050 top1= 64.4131


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.1745 top1= 47.7965


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.9777 top1= 46.2540

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.0203 top1= 99.7159

=== Log global consensus distance @ E7B0 ===
consensus_distance=1.629



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.559


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.0372 top1= 99.1477

=== Log global consensus distance @ E7B10 ===
consensus_distance=1.619



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.502


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.0402 top1= 98.5795

=== Log global consensus distance @ E7B20 ===
consensus_distance=1.609



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.484



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1036 top1= 62.0092


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.0181 top1= 48.2372


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.2650 top1= 46.5044

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.0136 top1= 99.7159

=== Log global consensus distance @ E8B0 ===
consensus_distance=1.600



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.444


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.0235 top1= 99.4318

=== Log global consensus distance @ E8B10 ===
consensus_distance=1.586



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.378


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.0663 top1= 98.2955

=== Log global consensus distance @ E8B20 ===
consensus_distance=1.573



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.332



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1731 top1= 61.2480


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.8226 top1= 48.4776


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.6031 top1= 46.4844

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.0093 top1=100.0000

=== Log global consensus distance @ E9B0 ===
consensus_distance=1.557



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.263


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.0310 top1= 99.1477

=== Log global consensus distance @ E9B10 ===
consensus_distance=1.541



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.195


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.0341 top1= 99.4318

=== Log global consensus distance @ E9B20 ===
consensus_distance=1.527



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.144



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3468 top1= 58.2332


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.6034 top1= 49.5393


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.9016 top1= 46.2941

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.0101 top1=100.0000

=== Log global consensus distance @ E10B0 ===
consensus_distance=1.509



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.070


[E10B10 |   4224/60000 (  7%) ] Loss: 0.0174 top1= 99.4318

=== Log global consensus distance @ E10B10 ===
consensus_distance=1.488



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.000


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.0061 top1=100.0000

=== Log global consensus distance @ E10B20 ===
consensus_distance=1.484



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.964



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4674 top1= 56.7308


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.1751 top1= 51.1619


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.0848 top1= 46.3141

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.0098 top1= 99.7159

=== Log global consensus distance @ E11B0 ===
consensus_distance=1.464



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.902


[E11B10 |   4224/60000 (  7%) ] Loss: 0.0396 top1= 98.5795

=== Log global consensus distance @ E11B10 ===
consensus_distance=1.460



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.871


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.0262 top1= 98.8636

=== Log global consensus distance @ E11B20 ===
consensus_distance=1.455



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.865



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4730 top1= 56.9611


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9838 top1= 50.6510


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.1794 top1= 46.3842

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.0145 top1= 99.7159

=== Log global consensus distance @ E12B0 ===
consensus_distance=1.444



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.818


[E12B10 |   4224/60000 (  7%) ] Loss: 0.0070 top1=100.0000

=== Log global consensus distance @ E12B10 ===
consensus_distance=1.449



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.842


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.0087 top1=100.0000

=== Log global consensus distance @ E12B20 ===
consensus_distance=1.475



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.930



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3497 top1= 59.1146


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6196 top1= 51.7228


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.2745 top1= 46.3842

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.0086 top1= 99.7159

=== Log global consensus distance @ E13B0 ===
consensus_distance=1.484



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.977


[E13B10 |   4224/60000 (  7%) ] Loss: 0.0140 top1= 99.7159

=== Log global consensus distance @ E13B10 ===
consensus_distance=1.483



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.979


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.0196 top1= 99.1477

=== Log global consensus distance @ E13B20 ===
consensus_distance=1.489



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.990



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3107 top1= 60.7772


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8183 top1= 51.9832


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.3742 top1= 46.4944

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.0144 top1= 99.4318

=== Log global consensus distance @ E14B0 ===
consensus_distance=1.478



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.955


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

=== Log global consensus distance @ E14B10 ===
consensus_distance=1.466



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.911


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.0022 top1=100.0000

=== Log global consensus distance @ E14B20 ===
consensus_distance=1.454



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.842



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5163 top1= 57.2616


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6915 top1= 53.0849


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.4901 top1= 46.8650

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.0039 top1=100.0000

=== Log global consensus distance @ E15B0 ===
consensus_distance=1.429



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.760


[E15B10 |   4224/60000 (  7%) ] Loss: 0.0062 top1= 99.7159

=== Log global consensus distance @ E15B10 ===
consensus_distance=1.404



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.657


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.0023 top1=100.0000

=== Log global consensus distance @ E15B20 ===
consensus_distance=1.377



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.547



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6207 top1= 56.1899


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8057 top1= 53.2352


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.5789 top1= 47.6162

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.0045 top1=100.0000

=== Log global consensus distance @ E16B0 ===
consensus_distance=1.349



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.440


[E16B10 |   4224/60000 (  7%) ] Loss: 0.0024 top1=100.0000

=== Log global consensus distance @ E16B10 ===
consensus_distance=1.322



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.325


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.0037 top1=100.0000

=== Log global consensus distance @ E16B20 ===
consensus_distance=1.293



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.212



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7024 top1= 55.6090


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8294 top1= 53.8261


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.6616 top1= 47.9868

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.0021 top1=100.0000

=== Log global consensus distance @ E17B0 ===
consensus_distance=1.265



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.101


[E17B10 |   4224/60000 (  7%) ] Loss: 0.0069 top1= 99.7159

=== Log global consensus distance @ E17B10 ===
consensus_distance=1.237



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.979


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.0062 top1= 99.7159

=== Log global consensus distance @ E17B20 ===
consensus_distance=1.206



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.860



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8459 top1= 54.5773


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7580 top1= 54.4471


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.8122 top1= 48.2472

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.0019 top1=100.0000

=== Log global consensus distance @ E18B0 ===
consensus_distance=1.180



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.756


[E18B10 |   4224/60000 (  7%) ] Loss: 0.0028 top1=100.0000

=== Log global consensus distance @ E18B10 ===
consensus_distance=1.152



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.643


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.0032 top1=100.0000

=== Log global consensus distance @ E18B20 ===
consensus_distance=1.123



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.528



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9391 top1= 54.3269


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6503 top1= 55.0481


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.9014 top1= 48.5477

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.0022 top1=100.0000

=== Log global consensus distance @ E19B0 ===
consensus_distance=1.098



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.426


[E19B10 |   4224/60000 (  7%) ] Loss: 0.0028 top1=100.0000

=== Log global consensus distance @ E19B10 ===
consensus_distance=1.071



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.320


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.0022 top1=100.0000

=== Log global consensus distance @ E19B20 ===
consensus_distance=1.045



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.214



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1022 top1= 53.4856


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5621 top1= 55.4788


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.0918 top1= 48.6979

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.0019 top1=100.0000

=== Log global consensus distance @ E20B0 ===
consensus_distance=1.022



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.119


[E20B10 |   4224/60000 (  7%) ] Loss: 0.0030 top1=100.0000

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.997



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.018


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.0024 top1=100.0000

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.973



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.924



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1955 top1= 53.6258


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5147 top1= 55.8994


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.1776 top1= 49.4391

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.0019 top1=100.0000

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.952



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.837


[E21B10 |   4224/60000 (  7%) ] Loss: 0.0031 top1=100.0000

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.928



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.744


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.0023 top1=100.0000

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.908



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.660



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2961 top1= 53.4155


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4872 top1= 56.4503


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.3041 top1= 49.6294

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.0018 top1=100.0000

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.888



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.582


[E22B10 |   4224/60000 (  7%) ] Loss: 0.0029 top1=100.0000

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.867



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.496


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.0021 top1=100.0000

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.848



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.421



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.3935 top1= 53.2953


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4730 top1= 56.8710


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.4338 top1= 49.8798

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.0019 top1=100.0000

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.831



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.352


[E23B10 |   4224/60000 (  7%) ] Loss: 0.0027 top1=100.0000

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.812



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.273


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.0022 top1=100.0000

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.795



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.207



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.4829 top1= 53.3353


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4818 top1= 57.2616


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.5630 top1= 50.1803

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.0019 top1=100.0000

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.780



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.147


[E24B10 |   4224/60000 (  7%) ] Loss: 0.0025 top1=100.0000

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.763



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.076


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.0022 top1=100.0000

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.748



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.016



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.5697 top1= 53.4655


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4958 top1= 57.6022


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.6923 top1= 50.3105

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.0020 top1=100.0000

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.735



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.963


[E25B10 |   4224/60000 (  7%) ] Loss: 0.0024 top1=100.0000

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.719



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.899


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.0022 top1=100.0000

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.706



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.845



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.6619 top1= 53.4155


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5091 top1= 58.0429


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.8240 top1= 50.4207

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.0020 top1=100.0000

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.694



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.797


[E26B10 |   4224/60000 (  7%) ] Loss: 0.0024 top1=100.0000

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.679



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.739


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.0022 top1=100.0000

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.667



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.692



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.7536 top1= 53.4956


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5144 top1= 58.5136

