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

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

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

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



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



=== Log clique consensus distance @ E1B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.005



=== 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: 0.2638 top1= 89.2045

=== Log global consensus distance @ E1B10 ===
consensus_distance=1.311



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=1.034
clique2_consensus_distance=2.071


[E 1B20 |   8064/60000 ( 13%) ] Loss: 0.1556 top1= 95.1705

=== Log global consensus distance @ E1B20 ===
consensus_distance=2.765



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=2.195
clique2_consensus_distance=4.345



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7754 top1= 47.3057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.2737 top1= 38.4515


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.3281 top1= 33.0028

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 0.0831 top1= 98.5795

=== Log global consensus distance @ E2B0 ===
consensus_distance=3.598



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=2.866
clique2_consensus_distance=5.625


[E 2B10 |   4224/60000 (  7%) ] Loss: 0.0542 top1= 98.0114

=== Log global consensus distance @ E2B10 ===
consensus_distance=4.054



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=3.234
clique2_consensus_distance=6.315


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.0302 top1= 98.8636

=== Log global consensus distance @ E2B20 ===
consensus_distance=4.280



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=3.420
clique2_consensus_distance=6.659



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6402 top1= 55.0681


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.0026 top1= 39.1426


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4298 top1= 35.7171

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.0259 top1= 99.1477

=== Log global consensus distance @ E3B0 ===
consensus_distance=4.374



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=3.464
clique2_consensus_distance=6.848


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.0148 top1= 98.8636

=== Log global consensus distance @ E3B10 ===
consensus_distance=4.409



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=3.483
clique2_consensus_distance=6.903


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.0055 top1=100.0000

=== Log global consensus distance @ E3B20 ===
consensus_distance=4.410



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=3.476
clique2_consensus_distance=6.887



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6047 top1= 58.9143


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.6212 top1= 39.7436


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6668 top1= 35.4467

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.0039 top1=100.0000

=== Log global consensus distance @ E4B0 ===
consensus_distance=4.371



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=3.428
clique2_consensus_distance=6.843


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.0043 top1=100.0000

=== Log global consensus distance @ E4B10 ===
consensus_distance=4.311



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=3.355
clique2_consensus_distance=6.784


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.0026 top1=100.0000

=== Log global consensus distance @ E4B20 ===
consensus_distance=4.240



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=3.280
clique2_consensus_distance=6.701



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5970 top1= 58.1330


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.8779 top1= 39.7035


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8052 top1= 35.6070

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.0011 top1=100.0000

=== Log global consensus distance @ E5B0 ===
consensus_distance=4.163



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=3.203
clique2_consensus_distance=6.618


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.0022 top1=100.0000

=== Log global consensus distance @ E5B10 ===
consensus_distance=4.080



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=3.115
clique2_consensus_distance=6.538


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.0012 top1=100.0000

=== Log global consensus distance @ E5B20 ===
consensus_distance=3.997



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=3.033
clique2_consensus_distance=6.455



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5812 top1= 58.2833


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9249 top1= 39.7636


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8942 top1= 35.8273

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.0008 top1=100.0000

=== Log global consensus distance @ E6B0 ===
consensus_distance=3.912



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=2.949
clique2_consensus_distance=6.366


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.0015 top1=100.0000

=== Log global consensus distance @ E6B10 ===
consensus_distance=3.825



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=2.864
clique2_consensus_distance=6.274


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.0006 top1=100.0000

=== Log global consensus distance @ E6B20 ===
consensus_distance=3.739



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=2.781
clique2_consensus_distance=6.180



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5768 top1= 57.7624


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9683 top1= 39.6935


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9636 top1= 35.7672

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.0004 top1=100.0000

=== Log global consensus distance @ E7B0 ===
consensus_distance=3.654



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=2.698
clique2_consensus_distance=6.089


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.0008 top1=100.0000

=== Log global consensus distance @ E7B10 ===
consensus_distance=3.568



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=2.614
clique2_consensus_distance=5.999


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.0005 top1=100.0000

=== Log global consensus distance @ E7B20 ===
consensus_distance=3.483



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=2.528
clique2_consensus_distance=5.910



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5734 top1= 57.8726


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.0634 top1= 39.7436


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.0264 top1= 35.7171

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.0004 top1=100.0000

=== Log global consensus distance @ E8B0 ===
consensus_distance=3.398



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=2.440
clique2_consensus_distance=5.823


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.0007 top1=100.0000

=== Log global consensus distance @ E8B10 ===
consensus_distance=3.313



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=2.353
clique2_consensus_distance=5.737


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.0005 top1=100.0000

=== Log global consensus distance @ E8B20 ===
consensus_distance=3.231



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=2.270
clique2_consensus_distance=5.652



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5714 top1= 57.3518


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.1169 top1= 39.7436


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.0864 top1= 35.7472

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.0004 top1=100.0000

=== Log global consensus distance @ E9B0 ===
consensus_distance=3.150



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=2.187
clique2_consensus_distance=5.569


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.0007 top1=100.0000

=== Log global consensus distance @ E9B10 ===
consensus_distance=3.070



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=2.105
clique2_consensus_distance=5.488


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.0005 top1=100.0000

=== Log global consensus distance @ E9B20 ===
consensus_distance=2.993



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=2.026
clique2_consensus_distance=5.409



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5697 top1= 57.1815


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.1724 top1= 39.6735


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.1448 top1= 35.7772

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.0005 top1=100.0000

=== Log global consensus distance @ E10B0 ===
consensus_distance=2.917



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=1.949
clique2_consensus_distance=5.332


[E10B10 |   4224/60000 (  7%) ] Loss: 0.0007 top1=100.0000

=== Log global consensus distance @ E10B10 ===
consensus_distance=2.842



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=1.872
clique2_consensus_distance=5.256


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.0006 top1=100.0000

=== Log global consensus distance @ E10B20 ===
consensus_distance=2.770



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=1.799
clique2_consensus_distance=5.182



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5666 top1= 56.8710


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.2142 top1= 39.6434


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.2014 top1= 35.8073

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.0005 top1=100.0000

=== Log global consensus distance @ E11B0 ===
consensus_distance=2.700



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=1.726
clique2_consensus_distance=5.111


[E11B10 |   4224/60000 (  7%) ] Loss: 0.0008 top1=100.0000

=== Log global consensus distance @ E11B10 ===
consensus_distance=2.630



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=1.655
clique2_consensus_distance=5.041


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.0006 top1=100.0000

=== Log global consensus distance @ E11B20 ===
consensus_distance=2.563



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=1.587
clique2_consensus_distance=4.972



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5638 top1= 56.7608


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.2589 top1= 39.6234


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.2601 top1= 35.8273

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.0005 top1=100.0000

=== Log global consensus distance @ E12B0 ===
consensus_distance=2.497



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=1.520
clique2_consensus_distance=4.907


[E12B10 |   4224/60000 (  7%) ] Loss: 0.0008 top1=100.0000

=== Log global consensus distance @ E12B10 ===
consensus_distance=2.433



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=1.454
clique2_consensus_distance=4.842


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.0007 top1=100.0000

=== Log global consensus distance @ E12B20 ===
consensus_distance=2.371



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=1.392
clique2_consensus_distance=4.779



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5600 top1= 56.7808


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.3040 top1= 39.6134


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.3200 top1= 35.8874

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.0006 top1=100.0000

=== Log global consensus distance @ E13B0 ===
consensus_distance=2.310



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=1.330
clique2_consensus_distance=4.719


[E13B10 |   4224/60000 (  7%) ] Loss: 0.0008 top1=100.0000

=== Log global consensus distance @ E13B10 ===
consensus_distance=2.251



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=1.269
clique2_consensus_distance=4.661


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.0007 top1=100.0000

=== Log global consensus distance @ E13B20 ===
consensus_distance=2.194



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=1.213
clique2_consensus_distance=4.603



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5557 top1= 56.7308


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.3493 top1= 39.5933


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.3843 top1= 35.9275

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.0006 top1=100.0000

=== Log global consensus distance @ E14B0 ===
consensus_distance=2.139



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=1.157
clique2_consensus_distance=4.549


[E14B10 |   4224/60000 (  7%) ] Loss: 0.0009 top1=100.0000

=== Log global consensus distance @ E14B10 ===
consensus_distance=2.085



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=1.101
clique2_consensus_distance=4.496


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.0008 top1=100.0000

=== Log global consensus distance @ E14B20 ===
consensus_distance=2.033



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=1.050
clique2_consensus_distance=4.444



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5502 top1= 56.7007


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.3991 top1= 39.5733


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.4522 top1= 35.9876

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.0007 top1=100.0000

=== Log global consensus distance @ E15B0 ===
consensus_distance=1.983



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.999
clique2_consensus_distance=4.396


[E15B10 |   4224/60000 (  7%) ] Loss: 0.0009 top1=100.0000

=== Log global consensus distance @ E15B10 ===
consensus_distance=1.933



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.948
clique2_consensus_distance=4.348


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.0008 top1=100.0000

=== Log global consensus distance @ E15B20 ===
consensus_distance=1.887



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.902
clique2_consensus_distance=4.302



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5439 top1= 56.7107


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.4573 top1= 39.5132


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.5231 top1= 36.1178

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.0007 top1=100.0000

=== Log global consensus distance @ E16B0 ===
consensus_distance=1.841



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.856
clique2_consensus_distance=4.259


[E16B10 |   4224/60000 (  7%) ] Loss: 0.0009 top1=100.0000

=== Log global consensus distance @ E16B10 ===
consensus_distance=1.797



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.811
clique2_consensus_distance=4.217


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.0009 top1=100.0000

=== Log global consensus distance @ E16B20 ===
consensus_distance=1.755



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.769
clique2_consensus_distance=4.176



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5365 top1= 56.8209


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.5172 top1= 39.4531


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.5969 top1= 36.1979

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.0008 top1=100.0000

=== Log global consensus distance @ E17B0 ===
consensus_distance=1.715



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.729
clique2_consensus_distance=4.139


[E17B10 |   4224/60000 (  7%) ] Loss: 0.0010 top1=100.0000

=== Log global consensus distance @ E17B10 ===
consensus_distance=1.675



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.688
clique2_consensus_distance=4.103


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.0010 top1=100.0000

=== Log global consensus distance @ E17B20 ===
consensus_distance=1.638



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.652
clique2_consensus_distance=4.068



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5264 top1= 56.9912


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.5789 top1= 39.4030


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.6740 top1= 36.2780

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.0008 top1=100.0000

=== Log global consensus distance @ E18B0 ===
consensus_distance=1.603



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.616
clique2_consensus_distance=4.036


[E18B10 |   4224/60000 (  7%) ] Loss: 0.0011 top1=100.0000

=== Log global consensus distance @ E18B10 ===
consensus_distance=1.568



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.580
clique2_consensus_distance=4.006


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.0011 top1=100.0000

=== Log global consensus distance @ E18B20 ===
consensus_distance=1.535



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.548
clique2_consensus_distance=3.976



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5142 top1= 57.3317


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.6525 top1= 39.3930


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.7525 top1= 36.4283

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.0009 top1=100.0000

=== Log global consensus distance @ E19B0 ===
consensus_distance=1.504



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.517
clique2_consensus_distance=3.950


[E19B10 |   4224/60000 (  7%) ] Loss: 0.0011 top1=100.0000

=== Log global consensus distance @ E19B10 ===
consensus_distance=1.474



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.486
clique2_consensus_distance=3.924


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.0011 top1=100.0000

=== Log global consensus distance @ E19B20 ===
consensus_distance=1.446



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.458
clique2_consensus_distance=3.900



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4995 top1= 57.7524


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.7282 top1= 39.3830


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.8343 top1= 36.5184

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.0010 top1=100.0000

=== Log global consensus distance @ E20B0 ===
consensus_distance=1.419



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.432
clique2_consensus_distance=3.879


[E20B10 |   4224/60000 (  7%) ] Loss: 0.0012 top1=100.0000

=== Log global consensus distance @ E20B10 ===
consensus_distance=1.393



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.404
clique2_consensus_distance=3.859


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.0012 top1=100.0000

=== Log global consensus distance @ E20B20 ===
consensus_distance=1.369



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.381
clique2_consensus_distance=3.840



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4847 top1= 58.1731


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.8152 top1= 39.4131


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.9237 top1= 36.5986

