
=== 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 0.604 0.062]
 [0.    0.    0.    0.    0.    0.    0.    0.    0.    0.    0.062 0.938]]


[E 1B10 |   4224/60000 (  7%) ] Loss: 0.6781 top1= 77.5568

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.361



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.448


[E 1B20 |   8064/60000 ( 13%) ] Loss: 0.2565 top1= 92.3295

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.688



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=2.891



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3272 top1= 60.6470


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.3071 top1= 40.9255


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.2423 top1= 41.3462

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 0.1524 top1= 95.4545

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.645



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=2.750


[E 2B10 |   4224/60000 (  7%) ] Loss: 0.1460 top1= 95.4545

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.507



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=2.148


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.1603 top1= 95.7386

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.388



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=1.644



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9556 top1= 64.2929


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7579 top1= 48.1671


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7251 top1= 44.9920

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.1297 top1= 96.0227

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.308



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=1.301


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.1105 top1= 95.7386

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.270



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=1.128


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.1322 top1= 96.5909

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.237



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.983



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7088 top1= 74.4692


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3781 top1= 50.5809


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0379 top1= 45.2825

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.0620 top1= 98.5795

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.209



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.872


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.1238 top1= 96.8750

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.196



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.809


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.1157 top1= 96.0227

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.187



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.761



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5458 top1= 81.2600


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1207 top1= 53.5557


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7311 top1= 45.8033

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.0509 top1= 98.8636

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.175



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.721


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.0494 top1= 98.0114

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.168



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.692


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.0699 top1= 97.4432

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.161



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.665



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5123 top1= 82.0112


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1158 top1= 54.9179


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6048 top1= 47.2256

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.0412 top1= 98.8636

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.155



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.645


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.0430 top1= 98.2955

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.151



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.627


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.0544 top1= 98.2955

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.141



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.584



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4925 top1= 82.8425


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9924 top1= 56.8109


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3229 top1= 49.2388

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.0359 top1= 98.8636

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.142



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.585


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.0324 top1= 99.4318

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.141



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.578


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.0469 top1= 98.8636

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.136



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.554



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4592 top1= 83.4034


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0759 top1= 56.0196


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1831 top1= 52.3938

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.0352 top1= 99.1477

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.139



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.562


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.0390 top1= 98.8636

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.137



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.558


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.0570 top1= 98.2955

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.137



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.566



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4216 top1= 85.6070


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5708 top1= 61.0377


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2245 top1= 53.2752

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.0513 top1= 98.8636

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.134



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.552


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.0247 top1= 99.1477

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.130



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.533


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.0337 top1= 99.4318

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.123



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.505



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4221 top1= 85.5168


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6756 top1= 60.7472


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3165 top1= 52.0733

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.0191 top1=100.0000

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.110



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.453


[E10B10 |   4224/60000 (  7%) ] Loss: 0.0277 top1= 98.8636

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.102



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.413


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.0118 top1=100.0000

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.099



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.399



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4393 top1= 85.1162


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5313 top1= 63.6619


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3456 top1= 53.3954

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.0139 top1= 99.7159

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.096



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.389


[E11B10 |   4224/60000 (  7%) ] Loss: 0.0366 top1= 99.7159

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.087



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.347


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.0143 top1= 99.7159

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.086



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.348



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3960 top1= 86.9091


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4375 top1= 65.8654


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7629 top1= 59.0745

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.0174 top1= 99.7159

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.086



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.351


[E12B10 |   4224/60000 (  7%) ] Loss: 0.0174 top1= 99.7159

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.081



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.330


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.0197 top1= 99.4318

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.077



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.311



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3751 top1= 87.9607


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4871 top1= 64.6935


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6566 top1= 60.4167

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.0105 top1=100.0000

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.073



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.293


[E13B10 |   4224/60000 (  7%) ] Loss: 0.0145 top1= 99.4318

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.069



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.279


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.0151 top1= 99.7159

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.061



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.244



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3751 top1= 88.2111


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2279 top1= 69.2808


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8659 top1= 58.1931

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.0103 top1= 99.7159

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.061



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.246


[E14B10 |   4224/60000 (  7%) ] Loss: 0.0257 top1= 99.4318

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.063



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.254


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.0069 top1=100.0000

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.059



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.238



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3947 top1= 87.9507


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1727 top1= 72.0052


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6853 top1= 61.9692

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.0060 top1=100.0000

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.054



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.217


[E15B10 |   4224/60000 (  7%) ] Loss: 0.0067 top1=100.0000

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.053



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.213


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.0097 top1= 99.7159

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.052



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.209



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3689 top1= 88.8221


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2784 top1= 70.4928


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4489 top1= 65.5549

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.0062 top1=100.0000

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.049



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.194


[E16B10 |   4224/60000 (  7%) ] Loss: 0.0050 top1=100.0000

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.047



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.187


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.0131 top1= 99.7159

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.052



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.208



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3648 top1= 88.8221


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3797 top1= 69.1707


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5340 top1= 64.6334

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.0043 top1=100.0000

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.051



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.207


[E17B10 |   4224/60000 (  7%) ] Loss: 0.0047 top1=100.0000

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.048



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.191


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.0108 top1=100.0000

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.050



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.200



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3609 top1= 89.1927


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1898 top1= 71.8650


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5373 top1= 64.7035

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.0042 top1=100.0000

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.050



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.202


[E18B10 |   4224/60000 (  7%) ] Loss: 0.0072 top1=100.0000

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.050



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.200


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.0048 top1=100.0000

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.049



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.198



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3680 top1= 88.8822


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1197 top1= 71.5345


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4952 top1= 65.6250

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.0046 top1=100.0000

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.051



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.206


[E19B10 |   4224/60000 (  7%) ] Loss: 0.0087 top1=100.0000

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.062



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.253


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.0073 top1=100.0000

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.063



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.258



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3877 top1= 88.6318


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2722 top1= 71.8049


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4788 top1= 66.1558

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.0107 top1= 99.7159

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.055



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.222


[E20B10 |   4224/60000 (  7%) ] Loss: 0.0111 top1= 99.7159

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.050



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.200


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.0041 top1=100.0000

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.047



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.190



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3739 top1= 89.0325


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3302 top1= 71.4643


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4796 top1= 66.3161

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.0055 top1=100.0000

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.047



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.186


[E21B10 |   4224/60000 (  7%) ] Loss: 0.0033 top1=100.0000

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.046



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.181


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.0057 top1=100.0000

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.044



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.176



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3740 top1= 89.0625


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3278 top1= 71.7147


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4726 top1= 66.4563

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.0067 top1=100.0000

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.041



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.162


[E22B10 |   4224/60000 (  7%) ] Loss: 0.0062 top1=100.0000

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.040



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.158


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.0044 top1=100.0000

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.044



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.174



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3810 top1= 88.9623


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3570 top1= 71.3341


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4794 top1= 66.4163

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.0068 top1=100.0000

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.041



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.163


[E23B10 |   4224/60000 (  7%) ] Loss: 0.0065 top1=100.0000

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.037



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.146


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.0034 top1=100.0000

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.040



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.157



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3671 top1= 89.2528


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3296 top1= 69.1707


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4901 top1= 66.3061

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.0051 top1=100.0000

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.046



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.184


[E24B10 |   4224/60000 (  7%) ] Loss: 0.0114 top1= 99.7159

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.051



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.205


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.0076 top1=100.0000

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.047



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.188



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3856 top1= 88.9223


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1325 top1= 73.5777


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4704 top1= 66.6967

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.0093 top1= 99.7159

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.043



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.172


[E25B10 |   4224/60000 (  7%) ] Loss: 0.0049 top1=100.0000

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.042



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.166


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.0065 top1= 99.7159

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.041



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.161



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3697 top1= 89.3129


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2158 top1= 72.6362


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4805 top1= 66.5665

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.0040 top1=100.0000

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.039



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.155


[E26B10 |   4224/60000 (  7%) ] Loss: 0.0037 top1=100.0000

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.038



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.149


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.0034 top1=100.0000

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.039



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.154



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3694 top1= 89.1526


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1718 top1= 72.8766


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4805 top1= 66.5565

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.0043 top1=100.0000

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.039



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.155


[E27B10 |   4224/60000 (  7%) ] Loss: 0.0204 top1= 99.7159

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.046



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.181


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.0066 top1=100.0000

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.047



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.188



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3845 top1= 88.8622


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3081 top1= 71.1038


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4793 top1= 66.6767

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.0095 top1= 99.7159

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.046



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.183


[E28B10 |   4224/60000 (  7%) ] Loss: 0.0048 top1=100.0000

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.041



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.163


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.0044 top1=100.0000

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.041



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.160



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3802 top1= 89.1526


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3408 top1= 71.6246


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4796 top1= 66.7268

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.0053 top1=100.0000

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.039



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.154


[E29B10 |   4224/60000 (  7%) ] Loss: 0.0048 top1=100.0000

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.036



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.141


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.0033 top1=100.0000

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.036



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.142



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3804 top1= 89.0024


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2205 top1= 72.7464


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4912 top1= 66.5064

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.0050 top1=100.0000

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.040



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.156


[E30B10 |   4224/60000 (  7%) ] Loss: 0.0065 top1=100.0000

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.043



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.171


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.0062 top1=100.0000

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.042



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.165



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3903 top1= 88.9123


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2811 top1= 72.7264


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4856 top1= 66.6567

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.0082 top1=100.0000

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.039



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.154


[E31B10 |   4224/60000 (  7%) ] Loss: 0.0055 top1=100.0000

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.037



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.145


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.0034 top1=100.0000

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.038



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.148



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3792 top1= 89.2528


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4025 top1= 70.8033


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4936 top1= 66.5264

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

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.038



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.151


[E32B10 |   4224/60000 (  7%) ] Loss: 0.0048 top1=100.0000

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.036



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.141


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.0029 top1=100.0000

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.035



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.137



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3844 top1= 89.1727


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2654 top1= 72.3257


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4964 top1= 66.4864

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.0039 top1=100.0000

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.035



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.136


[E33B10 |   4224/60000 (  7%) ] Loss: 0.0038 top1=100.0000

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.033



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.128


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.0033 top1=100.0000

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.033



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.126



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3866 top1= 89.1526


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2064 top1= 72.9567


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5106 top1= 66.2760

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.0036 top1=100.0000

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.032



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.123


[E34B10 |   4224/60000 (  7%) ] Loss: 0.0039 top1=100.0000

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.030



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.115


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.0028 top1=100.0000

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.030



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.116



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3876 top1= 89.1526


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2384 top1= 72.5361


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5121 top1= 66.1859

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.0039 top1=100.0000

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.031



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.117


[E35B10 |   4224/60000 (  7%) ] Loss: 0.0039 top1=100.0000

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.029



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.110


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.0030 top1=100.0000

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.030



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.114



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3912 top1= 89.0925


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2510 top1= 72.5962


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5250 top1= 66.0156

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.0039 top1=100.0000

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.031



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.117


[E36B10 |   4224/60000 (  7%) ] Loss: 0.0038 top1=100.0000

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.029



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.110


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.0031 top1=100.0000

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.030



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.114



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3933 top1= 89.0525


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2604 top1= 72.5761


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5284 top1= 65.9756

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.0040 top1=100.0000

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.031



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.118


[E37B10 |   4224/60000 (  7%) ] Loss: 0.0039 top1=100.0000

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.030



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.112


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.0030 top1=100.0000

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.030



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.114



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3925 top1= 89.0425


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2420 top1= 72.7464


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5324 top1= 65.8954

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.0039 top1=100.0000

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.031



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.117


[E38B10 |   4224/60000 (  7%) ] Loss: 0.0038 top1=100.0000

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.030



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.112


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.0030 top1=100.0000

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.030



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.113



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3929 top1= 89.0124


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2515 top1= 72.5861


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5291 top1= 65.9756

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.0039 top1=100.0000

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.031



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.117


[E39B10 |   4224/60000 (  7%) ] Loss: 0.0038 top1=100.0000

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.029



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.111


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.0030 top1=100.0000

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.030



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.114



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3942 top1= 88.9924


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2414 top1= 72.7764


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5383 top1= 65.8153

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.0039 top1=100.0000

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.031



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.117


[E40B10 |   4224/60000 (  7%) ] Loss: 0.0038 top1=100.0000

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.029



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.111


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.0030 top1=100.0000

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.030



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.114



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3947 top1= 88.9924


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2556 top1= 72.6262


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5325 top1= 65.9054

Train epoch 41
[E41B0  |    384/60000 (  1%) ] Loss: 0.0039 top1=100.0000

=== Log global consensus distance @ E41B0 ===
consensus_distance=0.031



=== Log clique consensus distance @ E41B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.117


[E41B10 |   4224/60000 (  7%) ] Loss: 0.0038 top1=100.0000

=== Log global consensus distance @ E41B10 ===
consensus_distance=0.029



=== Log clique consensus distance @ E41B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.112


[E41B20 |   8064/60000 ( 13%) ] Loss: 0.0030 top1=100.0000

=== Log global consensus distance @ E41B20 ===
consensus_distance=0.030



=== Log clique consensus distance @ E41B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.113



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3945 top1= 89.0124


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2448 top1= 72.7464


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5407 top1= 65.7953

Train epoch 42
[E42B0  |    384/60000 (  1%) ] Loss: 0.0039 top1=100.0000

=== Log global consensus distance @ E42B0 ===
consensus_distance=0.031



=== Log clique consensus distance @ E42B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.117


[E42B10 |   4224/60000 (  7%) ] Loss: 0.0037 top1=100.0000

=== Log global consensus distance @ E42B10 ===
consensus_distance=0.029



=== Log clique consensus distance @ E42B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.112


[E42B20 |   8064/60000 ( 13%) ] Loss: 0.0030 top1=100.0000

=== Log global consensus distance @ E42B20 ===
consensus_distance=0.030



=== Log clique consensus distance @ E42B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.113



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3949 top1= 88.9623


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2534 top1= 72.6663


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5375 top1= 65.9155

Train epoch 43
[E43B0  |    384/60000 (  1%) ] Loss: 0.0039 top1=100.0000

=== Log global consensus distance @ E43B0 ===
consensus_distance=0.031



=== Log clique consensus distance @ E43B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.117


[E43B10 |   4224/60000 (  7%) ] Loss: 0.0038 top1=100.0000

=== Log global consensus distance @ E43B10 ===
consensus_distance=0.029



=== Log clique consensus distance @ E43B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.111


[E43B20 |   8064/60000 ( 13%) ] Loss: 0.0030 top1=100.0000

=== Log global consensus distance @ E43B20 ===
consensus_distance=0.030



=== Log clique consensus distance @ E43B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.113



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3952 top1= 88.9623


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2450 top1= 72.7664


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5435 top1= 65.8253

Train epoch 44
[E44B0  |    384/60000 (  1%) ] Loss: 0.0038 top1=100.0000

=== Log global consensus distance @ E44B0 ===
consensus_distance=0.030



=== Log clique consensus distance @ E44B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.116


[E44B10 |   4224/60000 (  7%) ] Loss: 0.0037 top1=100.0000

=== Log global consensus distance @ E44B10 ===
consensus_distance=0.029



=== Log clique consensus distance @ E44B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.111


[E44B20 |   8064/60000 ( 13%) ] Loss: 0.0030 top1=100.0000

=== Log global consensus distance @ E44B20 ===
consensus_distance=0.030



=== Log clique consensus distance @ E44B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.113



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3957 top1= 88.9423


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2548 top1= 72.6562


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5400 top1= 65.8854

Train epoch 45
[E45B0  |    384/60000 (  1%) ] Loss: 0.0039 top1=100.0000

=== Log global consensus distance @ E45B0 ===
consensus_distance=0.031



=== Log clique consensus distance @ E45B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.117


[E45B10 |   4224/60000 (  7%) ] Loss: 0.0038 top1=100.0000

=== Log global consensus distance @ E45B10 ===
consensus_distance=0.029



=== Log clique consensus distance @ E45B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.111


[E45B20 |   8064/60000 ( 13%) ] Loss: 0.0030 top1=100.0000

=== Log global consensus distance @ E45B20 ===
consensus_distance=0.030



=== Log clique consensus distance @ E45B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.113



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3961 top1= 88.9724


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2507 top1= 72.7764


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5482 top1= 65.7853

Train epoch 46
[E46B0  |    384/60000 (  1%) ] Loss: 0.0039 top1=100.0000

=== Log global consensus distance @ E46B0 ===
consensus_distance=0.031



=== Log clique consensus distance @ E46B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.117


[E46B10 |   4224/60000 (  7%) ] Loss: 0.0037 top1=100.0000

=== Log global consensus distance @ E46B10 ===
consensus_distance=0.029



=== Log clique consensus distance @ E46B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.112


[E46B20 |   8064/60000 ( 13%) ] Loss: 0.0029 top1=100.0000

=== Log global consensus distance @ E46B20 ===
consensus_distance=0.030



=== Log clique consensus distance @ E46B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.113



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3959 top1= 88.9623


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2584 top1= 72.6763


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5429 top1= 65.8554

Train epoch 47
[E47B0  |    384/60000 (  1%) ] Loss: 0.0039 top1=100.0000

=== Log global consensus distance @ E47B0 ===
consensus_distance=0.031



=== Log clique consensus distance @ E47B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.116


[E47B10 |   4224/60000 (  7%) ] Loss: 0.0037 top1=100.0000

=== Log global consensus distance @ E47B10 ===
consensus_distance=0.029



=== Log clique consensus distance @ E47B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.111


[E47B20 |   8064/60000 ( 13%) ] Loss: 0.0030 top1=100.0000

=== Log global consensus distance @ E47B20 ===
consensus_distance=0.030



=== Log clique consensus distance @ E47B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.113



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3966 top1= 88.9824


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2483 top1= 72.7564


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5499 top1= 65.7652

Train epoch 48
[E48B0  |    384/60000 (  1%) ] Loss: 0.0038 top1=100.0000

=== Log global consensus distance @ E48B0 ===
consensus_distance=0.030



=== Log clique consensus distance @ E48B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.116


[E48B10 |   4224/60000 (  7%) ] Loss: 0.0037 top1=100.0000

=== Log global consensus distance @ E48B10 ===
consensus_distance=0.029



=== Log clique consensus distance @ E48B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.111


[E48B20 |   8064/60000 ( 13%) ] Loss: 0.0029 top1=100.0000

=== Log global consensus distance @ E48B20 ===
consensus_distance=0.030



=== Log clique consensus distance @ E48B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.113



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3965 top1= 88.9824


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2586 top1= 72.6763


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5460 top1= 65.8554

Train epoch 49
[E49B0  |    384/60000 (  1%) ] Loss: 0.0040 top1=100.0000

=== Log global consensus distance @ E49B0 ===
consensus_distance=0.030



=== Log clique consensus distance @ E49B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.116


[E49B10 |   4224/60000 (  7%) ] Loss: 0.0037 top1=100.0000

=== Log global consensus distance @ E49B10 ===
consensus_distance=0.029



=== Log clique consensus distance @ E49B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.111


[E49B20 |   8064/60000 ( 13%) ] Loss: 0.0030 top1=100.0000

=== Log global consensus distance @ E49B20 ===
consensus_distance=0.030



=== Log clique consensus distance @ E49B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.112



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3974 top1= 88.9423


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2515 top1= 72.8065


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5541 top1= 65.7252

Train epoch 50
[E50B0  |    384/60000 (  1%) ] Loss: 0.0038 top1=100.0000

=== Log global consensus distance @ E50B0 ===
consensus_distance=0.030



=== Log clique consensus distance @ E50B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.116


[E50B10 |   4224/60000 (  7%) ] Loss: 0.0037 top1=100.0000

=== Log global consensus distance @ E50B10 ===
consensus_distance=0.029



=== Log clique consensus distance @ E50B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.111


[E50B20 |   8064/60000 ( 13%) ] Loss: 0.0029 top1=100.0000

=== Log global consensus distance @ E50B20 ===
consensus_distance=0.030



=== Log clique consensus distance @ E50B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.113



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3970 top1= 88.9724


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2629 top1= 72.6663


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5503 top1= 65.8253

