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

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

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

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



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



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



=== Log mixing matrix @ E1B0 ===
[[0.167 0.167 0.167 0.167 0.167 0.    0.    0.    0.    0.    0.167 0.   ]
 [0.167 0.233 0.2   0.2   0.2   0.    0.    0.    0.    0.    0.    0.   ]
 [0.167 0.2   0.233 0.2   0.2   0.    0.    0.    0.    0.    0.    0.   ]
 [0.167 0.2   0.2   0.233 0.2   0.    0.    0.    0.    0.    0.    0.   ]
 [0.167 0.2   0.2   0.2   0.233 0.    0.    0.    0.    0.    0.    0.   ]
 [0.    0.    0.    0.    0.    0.233 0.2   0.2   0.2   0.167 0.    0.   ]
 [0.    0.    0.    0.    0.    0.2   0.233 0.2   0.2   0.167 0.    0.   ]
 [0.    0.    0.    0.    0.    0.2   0.2   0.233 0.2   0.167 0.    0.   ]
 [0.    0.    0.    0.    0.    0.2   0.2   0.2   0.233 0.167 0.    0.   ]
 [0.    0.    0.    0.    0.    0.167 0.167 0.167 0.167 0.167 0.167 0.   ]
 [0.167 0.    0.    0.    0.    0.    0.    0.    0.    0.167 0.417 0.25 ]
 [0.    0.    0.    0.    0.    0.    0.    0.    0.    0.    0.25  0.75 ]]


[E 1B10 |   4224/60000 (  7%) ] Loss: 0.9628 top1= 63.6364

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.421



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=1.681


[E 1B20 |   8064/60000 ( 13%) ] Loss: 0.4463 top1= 86.9318

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.993



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=4.116



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1454 top1= 64.0224


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.2691 top1= 39.9239


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.4114 top1= 39.4732

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 0.2316 top1= 92.3295

=== Log global consensus distance @ E2B0 ===
consensus_distance=1.186



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=4.977


[E 2B10 |   4224/60000 (  7%) ] Loss: 0.2709 top1= 91.7614

=== Log global consensus distance @ E2B10 ===
consensus_distance=1.243



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.226


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.1950 top1= 95.4545

=== Log global consensus distance @ E2B20 ===
consensus_distance=1.277



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.372



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8994 top1= 73.7079


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.0027 top1= 40.2444


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.8246 top1= 42.1274

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.1397 top1= 95.7386

=== Log global consensus distance @ E3B0 ===
consensus_distance=1.311



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.534


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.1276 top1= 96.3068

=== Log global consensus distance @ E3B10 ===
consensus_distance=1.348



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.672


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.1367 top1= 96.0227

=== Log global consensus distance @ E3B20 ===
consensus_distance=1.358



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.731



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8269 top1= 75.5409


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.7321 top1= 42.8486


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.6877 top1= 45.3425

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.0917 top1= 96.8750

=== Log global consensus distance @ E4B0 ===
consensus_distance=1.350



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.712


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.0813 top1= 97.7273

=== Log global consensus distance @ E4B10 ===
consensus_distance=1.339



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.661


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.0971 top1= 97.4432

=== Log global consensus distance @ E4B20 ===
consensus_distance=1.333



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.635



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8047 top1= 76.7929


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.0155 top1= 44.3710


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.8640 top1= 45.8033

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.0615 top1= 98.5795

=== Log global consensus distance @ E5B0 ===
consensus_distance=1.320



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.586


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.0575 top1= 98.5795

=== Log global consensus distance @ E5B10 ===
consensus_distance=1.302



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.509


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.0621 top1= 98.2955

=== Log global consensus distance @ E5B20 ===
consensus_distance=1.283



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.427



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7511 top1= 78.1350


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.1045 top1= 46.0136


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.0919 top1= 45.8634

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.0407 top1= 99.4318

=== Log global consensus distance @ E6B0 ===
consensus_distance=1.269



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.372


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.0409 top1= 99.4318

=== Log global consensus distance @ E6B10 ===
consensus_distance=1.248



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.280


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.0458 top1= 98.5795

=== Log global consensus distance @ E6B20 ===
consensus_distance=1.228



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.194



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7560 top1= 78.4455


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.1100 top1= 47.4259


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.3479 top1= 45.9836

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.0326 top1= 99.7159

=== Log global consensus distance @ E7B0 ===
consensus_distance=1.207



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.114


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.0318 top1= 99.4318

=== Log global consensus distance @ E7B10 ===
consensus_distance=1.179



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.989


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.0392 top1= 98.5795

=== Log global consensus distance @ E7B20 ===
consensus_distance=1.153



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.880



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7281 top1= 78.7660


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.0511 top1= 47.9868


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.3234 top1= 46.0938

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.0324 top1= 99.7159

=== Log global consensus distance @ E8B0 ===
consensus_distance=1.128



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.775


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.0280 top1= 99.1477

=== Log global consensus distance @ E8B10 ===
consensus_distance=1.101



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.657


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.0435 top1= 98.2955

=== Log global consensus distance @ E8B20 ===
consensus_distance=1.080



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.572



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6961 top1= 78.7360


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.8878 top1= 47.7163


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.3272 top1= 46.2139

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.0254 top1= 99.7159

=== Log global consensus distance @ E9B0 ===
consensus_distance=1.053



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.458


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.0362 top1= 99.1477

=== Log global consensus distance @ E9B10 ===
consensus_distance=1.026



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.338


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.0393 top1= 98.8636

=== Log global consensus distance @ E9B20 ===
consensus_distance=1.005



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.252



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6652 top1= 78.6859


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.5546 top1= 47.8065


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.3532 top1= 46.4643

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.0336 top1= 99.1477

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.980



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.148


[E10B10 |   4224/60000 (  7%) ] Loss: 0.0202 top1= 99.4318

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.950



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.016


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.0283 top1= 99.1477

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.924



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.906



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6662 top1= 78.4956


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.5937 top1= 47.7865


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.2465 top1= 46.3542

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.0284 top1= 99.7159

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.898



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.797


[E11B10 |   4224/60000 (  7%) ] Loss: 0.0200 top1= 99.4318

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.874



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.693


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.0214 top1= 99.4318

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.851



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.596



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6383 top1= 78.8562


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0873 top1= 49.8698


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.1055 top1= 46.1438

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.0241 top1= 99.7159

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.828



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.501


[E12B10 |   4224/60000 (  7%) ] Loss: 0.0252 top1= 99.4318

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.813



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.435


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.0291 top1= 99.1477

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.811



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.423



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6153 top1= 79.3870


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9752 top1= 50.1202


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.0393 top1= 45.8033

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.0277 top1= 99.4318

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.796



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.363


[E13B10 |   4224/60000 (  7%) ] Loss: 0.0310 top1= 99.7159

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.793



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.350


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.0219 top1= 99.4318

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.788



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.328



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5896 top1= 79.6074


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8074 top1= 51.3722


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.7404 top1= 46.5244

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.0459 top1= 98.2955

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.778



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.288


[E14B10 |   4224/60000 (  7%) ] Loss: 0.0150 top1=100.0000

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.762



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.217


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.0225 top1= 99.1477

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.751



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.170



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5891 top1= 79.8177


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9799 top1= 51.0617


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.5812 top1= 46.4143

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.0274 top1= 99.4318

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.730



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.083


[E15B10 |   4224/60000 (  7%) ] Loss: 0.0105 top1=100.0000

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.704



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.969


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.0139 top1= 99.4318

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.674



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.842



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5722 top1= 80.0781


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0614 top1= 51.1418


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.4740 top1= 46.3542

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.0186 top1= 99.4318

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.644



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.716


[E16B10 |   4224/60000 (  7%) ] Loss: 0.0103 top1=100.0000

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.613



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.581


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.0135 top1= 99.4318

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.580



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.445



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5412 top1= 80.4087


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9548 top1= 51.3622


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.2831 top1= 46.3642

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.0184 top1= 99.4318

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.550



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.318


[E17B10 |   4224/60000 (  7%) ] Loss: 0.0088 top1=100.0000

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.521



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.193


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.0121 top1= 99.4318

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.492



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.072



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5153 top1= 80.8694


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8476 top1= 51.7528


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.0736 top1= 46.4944

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.0172 top1= 99.4318

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.465



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.959


[E18B10 |   4224/60000 (  7%) ] Loss: 0.0094 top1= 99.7159

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.440



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.847


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.0116 top1= 99.4318

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.415



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.743



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5003 top1= 81.2901


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7608 top1= 52.2035


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8902 top1= 46.8149

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.0147 top1= 99.4318

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.391



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.644


[E19B10 |   4224/60000 (  7%) ] Loss: 0.0085 top1=100.0000

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.369



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.548


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.0104 top1= 99.4318

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.348



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.460



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4831 top1= 81.9812


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6965 top1= 52.5942


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7069 top1= 47.3157

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.0125 top1= 99.4318

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.328



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.375


[E20B10 |   4224/60000 (  7%) ] Loss: 0.0093 top1=100.0000

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.308



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.291


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.0101 top1= 99.4318

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.291



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.217



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4739 top1= 82.3918


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6107 top1= 53.3053


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5568 top1= 47.9167

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.0113 top1= 99.4318

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.274



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.147


[E21B10 |   4224/60000 (  7%) ] Loss: 0.0101 top1= 99.7159

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.257



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.076


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.0093 top1= 99.4318

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.243



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.014



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4629 top1= 83.0028


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5294 top1= 53.9463


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4144 top1= 48.7079

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.0100 top1= 99.7159

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.229



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.956


[E22B10 |   4224/60000 (  7%) ] Loss: 0.0119 top1= 99.4318

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.215



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.897


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.0096 top1= 99.4318

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.203



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.846



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4533 top1= 83.3634


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4485 top1= 54.5773


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2955 top1= 49.5593

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.0101 top1= 99.7159

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.192



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.799


[E23B10 |   4224/60000 (  7%) ] Loss: 0.0125 top1= 99.4318

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.180



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.750


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.0085 top1= 99.7159

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.171



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.708



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4444 top1= 83.8542


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3701 top1= 55.3085


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1809 top1= 50.1202

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.0073 top1=100.0000

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.161



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.669


[E24B10 |   4224/60000 (  7%) ] Loss: 0.0135 top1= 99.4318

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.152



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.629


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.0082 top1= 99.7159

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.144



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.595



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4391 top1= 84.0645


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2975 top1= 56.0196


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0875 top1= 50.8514

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.0062 top1=100.0000

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.137



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.564


[E25B10 |   4224/60000 (  7%) ] Loss: 0.0125 top1= 99.4318

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.128



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.531


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.0074 top1=100.0000

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.122



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.503



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4315 top1= 84.5653


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2261 top1= 56.6807


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0036 top1= 51.5825

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.0050 top1=100.0000

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.116



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.478


[E26B10 |   4224/60000 (  7%) ] Loss: 0.0110 top1= 99.7159

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.110



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.451


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.0067 top1=100.0000

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.104



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.429



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4269 top1= 84.7656


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1735 top1= 57.2616


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9218 top1= 52.4639

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.0044 top1=100.0000

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.100



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.408


[E27B10 |   4224/60000 (  7%) ] Loss: 0.0095 top1= 99.7159

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.094



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.386


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.0064 top1=100.0000

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.090



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.368



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4214 top1= 85.1362


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1222 top1= 57.8225


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8419 top1= 52.9547

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.0037 top1=100.0000

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.086



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.351


[E28B10 |   4224/60000 (  7%) ] Loss: 0.0086 top1= 99.7159

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.081



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.332


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.0054 top1=100.0000

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.078



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.318



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4170 top1= 85.3866


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0596 top1= 58.5036


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7790 top1= 53.3353

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.0036 top1=100.0000

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.075



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.305


[E29B10 |   4224/60000 (  7%) ] Loss: 0.0073 top1=100.0000

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.071



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.290


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.0051 top1=100.0000

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.069



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.278



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4128 top1= 85.7372


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0104 top1= 59.0645


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7091 top1= 53.8662

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.0036 top1=100.0000

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.066



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.267


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

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.063



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.255


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.0048 top1=100.0000

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.061



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.246



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4085 top1= 85.9776


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9631 top1= 59.5453


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6484 top1= 54.3369

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.0035 top1=100.0000

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.059



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.237


[E31B10 |   4224/60000 (  7%) ] Loss: 0.0060 top1=100.0000

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.056



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.227


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.0046 top1=100.0000

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.055



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.220



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4047 top1= 86.1979


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9238 top1= 60.0260


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5942 top1= 54.7776

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.0035 top1=100.0000

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.053



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.212


[E32B10 |   4224/60000 (  7%) ] Loss: 0.0056 top1=100.0000

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.051



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.203


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.0044 top1=100.0000

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.049



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.198



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4015 top1= 86.3281


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8791 top1= 60.5970


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5487 top1= 55.0280

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.0034 top1=100.0000

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.048



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.192


[E33B10 |   4224/60000 (  7%) ] Loss: 0.0055 top1=100.0000

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.046



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.185


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.0044 top1=100.0000

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.045



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.180



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3975 top1= 86.4683


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8483 top1= 61.1378


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4935 top1= 55.4587

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.0034 top1=100.0000

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.044



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.175


[E34B10 |   4224/60000 (  7%) ] Loss: 0.0052 top1=100.0000

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.042



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.169


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.0042 top1=100.0000

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.041



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.165



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3941 top1= 86.5986


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8187 top1= 61.4984


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4483 top1= 55.7692

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

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.041



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.161


[E35B10 |   4224/60000 (  7%) ] Loss: 0.0050 top1=100.0000

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.039



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.155


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.0041 top1=100.0000

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.038



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.152



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3922 top1= 86.7188


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7885 top1= 61.9291


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4106 top1= 56.0697

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.0033 top1=100.0000

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.038



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.149


[E36B10 |   4224/60000 (  7%) ] Loss: 0.0047 top1=100.0000

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.036



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.144


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.0040 top1=100.0000

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.036



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.142



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3891 top1= 86.8790


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7688 top1= 62.2296


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3680 top1= 56.3201

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.0032 top1=100.0000

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.035



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.139


[E37B10 |   4224/60000 (  7%) ] Loss: 0.0046 top1=100.0000

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.034



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.134


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.0039 top1=100.0000

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.034



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.133



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3872 top1= 86.9591


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7372 top1= 62.5901


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3383 top1= 56.5705

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.0032 top1=100.0000

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.033



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.130


[E38B10 |   4224/60000 (  7%) ] Loss: 0.0044 top1=100.0000

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.032



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.126


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.0038 top1=100.0000

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.032



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.124



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3849 top1= 87.0593


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7178 top1= 62.9207


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2999 top1= 56.9411

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.0032 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=0.122


[E39B10 |   4224/60000 (  7%) ] Loss: 0.0042 top1=100.0000

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.030



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.119


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.0037 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=0.118



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3824 top1= 87.1995


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6925 top1= 63.2111


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2755 top1= 57.1314

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.0032 top1=100.0000

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.030



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.116


[E40B10 |   4224/60000 (  7%) ] Loss: 0.0041 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=0.113


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.0037 top1=100.0000

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.028



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.111



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3813 top1= 87.2496


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6727 top1= 63.4415


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2421 top1= 57.4419

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

=== Log global consensus distance @ E41B0 ===
consensus_distance=0.028



=== Log clique consensus distance @ E41B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.110


[E41B10 |   4224/60000 (  7%) ] Loss: 0.0040 top1=100.0000

=== Log global consensus distance @ E41B10 ===
consensus_distance=0.027



=== Log clique consensus distance @ E41B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.107


[E41B20 |   8064/60000 ( 13%) ] Loss: 0.0036 top1=100.0000

=== Log global consensus distance @ E41B20 ===
consensus_distance=0.027



=== Log clique consensus distance @ E41B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.106



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3791 top1= 87.3097


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6552 top1= 63.5417


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2163 top1= 57.6422

Train epoch 42
[E42B0  |    384/60000 (  1%) ] Loss: 0.0031 top1=100.0000

=== Log global consensus distance @ E42B0 ===
consensus_distance=0.027



=== Log clique consensus distance @ E42B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.105


[E42B10 |   4224/60000 (  7%) ] Loss: 0.0039 top1=100.0000

=== Log global consensus distance @ E42B10 ===
consensus_distance=0.026



=== Log clique consensus distance @ E42B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.102


[E42B20 |   8064/60000 ( 13%) ] Loss: 0.0036 top1=100.0000

=== Log global consensus distance @ E42B20 ===
consensus_distance=0.026



=== Log clique consensus distance @ E42B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.102



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3772 top1= 87.4099


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6405 top1= 63.7921


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1936 top1= 57.7724

Train epoch 43
[E43B0  |    384/60000 (  1%) ] Loss: 0.0031 top1=100.0000

=== Log global consensus distance @ E43B0 ===
consensus_distance=0.026



=== Log clique consensus distance @ E43B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.101


[E43B10 |   4224/60000 (  7%) ] Loss: 0.0039 top1=100.0000

=== Log global consensus distance @ E43B10 ===
consensus_distance=0.025



=== Log clique consensus distance @ E43B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.098


[E43B20 |   8064/60000 ( 13%) ] Loss: 0.0035 top1=100.0000

=== Log global consensus distance @ E43B20 ===
consensus_distance=0.025



=== Log clique consensus distance @ E43B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.097



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3762 top1= 87.3998


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6254 top1= 64.0124


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1642 top1= 58.0429

Train epoch 44
[E44B0  |    384/60000 (  1%) ] Loss: 0.0031 top1=100.0000

=== Log global consensus distance @ E44B0 ===
consensus_distance=0.025



=== Log clique consensus distance @ E44B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.096


[E44B10 |   4224/60000 (  7%) ] Loss: 0.0038 top1=100.0000

=== Log global consensus distance @ E44B10 ===
consensus_distance=0.024



=== Log clique consensus distance @ E44B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.094


[E44B20 |   8064/60000 ( 13%) ] Loss: 0.0035 top1=100.0000

=== Log global consensus distance @ E44B20 ===
consensus_distance=0.024



=== Log clique consensus distance @ E44B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.094



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3744 top1= 87.5801


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6067 top1= 64.2228


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1522 top1= 58.2031

Train epoch 45
[E45B0  |    384/60000 (  1%) ] Loss: 0.0031 top1=100.0000

=== Log global consensus distance @ E45B0 ===
consensus_distance=0.024



=== Log clique consensus distance @ E45B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.093


[E45B10 |   4224/60000 (  7%) ] Loss: 0.0037 top1=100.0000

=== Log global consensus distance @ E45B10 ===
consensus_distance=0.023



=== Log clique consensus distance @ E45B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.091


[E45B20 |   8064/60000 ( 13%) ] Loss: 0.0034 top1=100.0000

=== Log global consensus distance @ E45B20 ===
consensus_distance=0.023



=== Log clique consensus distance @ E45B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.090



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3735 top1= 87.6002


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5977 top1= 64.4331


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1274 top1= 58.3534

Train epoch 46
[E46B0  |    384/60000 (  1%) ] Loss: 0.0030 top1=100.0000

=== Log global consensus distance @ E46B0 ===
consensus_distance=0.023



=== Log clique consensus distance @ E46B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.090


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

=== Log global consensus distance @ E46B10 ===
consensus_distance=0.022



=== Log clique consensus distance @ E46B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.087


[E46B20 |   8064/60000 ( 13%) ] Loss: 0.0034 top1=100.0000

=== Log global consensus distance @ E46B20 ===
consensus_distance=0.022



=== Log clique consensus distance @ E46B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.087



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3724 top1= 87.6803


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5873 top1= 64.5433


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1093 top1= 58.5136

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

=== Log global consensus distance @ E47B0 ===
consensus_distance=0.022



=== Log clique consensus distance @ E47B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.087


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

=== Log global consensus distance @ E47B10 ===
consensus_distance=0.022



=== Log clique consensus distance @ E47B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.085


[E47B20 |   8064/60000 ( 13%) ] Loss: 0.0033 top1=100.0000

=== Log global consensus distance @ E47B20 ===
consensus_distance=0.022



=== Log clique consensus distance @ E47B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.085



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3696 top1= 87.7504


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5726 top1= 64.6635


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0912 top1= 58.6138

Train epoch 48
[E48B0  |    384/60000 (  1%) ] Loss: 0.0030 top1=100.0000

=== Log global consensus distance @ E48B0 ===
consensus_distance=0.022



=== Log clique consensus distance @ E48B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.084


[E48B10 |   4224/60000 (  7%) ] Loss: 0.0036 top1=100.0000

=== Log global consensus distance @ E48B10 ===
consensus_distance=0.021



=== Log clique consensus distance @ E48B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.082


[E48B20 |   8064/60000 ( 13%) ] Loss: 0.0033 top1=100.0000

=== Log global consensus distance @ E48B20 ===
consensus_distance=0.021



=== Log clique consensus distance @ E48B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.082



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3679 top1= 87.8305


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5601 top1= 64.8938


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0708 top1= 58.7941

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

=== Log global consensus distance @ E49B0 ===
consensus_distance=0.021



=== Log clique consensus distance @ E49B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.082


[E49B10 |   4224/60000 (  7%) ] Loss: 0.0036 top1=100.0000

=== Log global consensus distance @ E49B10 ===
consensus_distance=0.020



=== Log clique consensus distance @ E49B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.080


[E49B20 |   8064/60000 ( 13%) ] Loss: 0.0033 top1=100.0000

=== Log global consensus distance @ E49B20 ===
consensus_distance=0.021



=== Log clique consensus distance @ E49B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.080



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3694 top1= 87.7604


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5485 top1= 65.0541


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0593 top1= 58.9744

Train epoch 50
[E50B0  |    384/60000 (  1%) ] Loss: 0.0029 top1=100.0000

=== Log global consensus distance @ E50B0 ===
consensus_distance=0.020



=== Log clique consensus distance @ E50B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.080


[E50B10 |   4224/60000 (  7%) ] Loss: 0.0036 top1=100.0000

=== Log global consensus distance @ E50B10 ===
consensus_distance=0.020



=== Log clique consensus distance @ E50B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.078


[E50B20 |   8064/60000 ( 13%) ] Loss: 0.0033 top1=100.0000

=== Log global consensus distance @ E50B20 ===
consensus_distance=0.020



=== Log clique consensus distance @ E50B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.078



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3679 top1= 87.7905


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5346 top1= 65.2544


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0359 top1= 59.2147

