
=== 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=0.004



=== 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: 0.2643 top1= 89.2045

=== Log global consensus distance @ E1B10 ===
consensus_distance=1.275



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.991
clique2_consensus_distance=2.048


[E 1B20 |   8064/60000 ( 13%) ] Loss: 0.1544 top1= 94.8864

=== Log global consensus distance @ E1B20 ===
consensus_distance=2.649



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=2.058
clique2_consensus_distance=4.256



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7701 top1= 47.6462


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.3065 top1= 38.5016


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.4480 top1= 33.0829

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 0.0723 top1= 98.5795

=== Log global consensus distance @ E2B0 ===
consensus_distance=3.380



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=2.615
clique2_consensus_distance=5.438


[E 2B10 |   4224/60000 (  7%) ] Loss: 0.0490 top1= 98.0114

=== Log global consensus distance @ E2B10 ===
consensus_distance=3.729



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=2.859
clique2_consensus_distance=6.021


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.0341 top1= 98.8636

=== Log global consensus distance @ E2B20 ===
consensus_distance=3.849



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=2.925
clique2_consensus_distance=6.271



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6326 top1= 55.5389


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.1092 top1= 39.1326


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4264 top1= 35.9175

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.0173 top1= 99.1477

=== Log global consensus distance @ E3B0 ===
consensus_distance=3.847



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=2.861
clique2_consensus_distance=6.361


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.0157 top1= 99.7159

=== Log global consensus distance @ E3B10 ===
consensus_distance=3.789



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=2.777
clique2_consensus_distance=6.307


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.0037 top1=100.0000

=== Log global consensus distance @ E3B20 ===
consensus_distance=3.691



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=2.664
clique2_consensus_distance=6.186



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5973 top1= 57.8425


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.7800 top1= 39.7236


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8288 top1= 35.5068

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.0024 top1=100.0000

=== Log global consensus distance @ E4B0 ===
consensus_distance=3.562



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=2.523
clique2_consensus_distance=6.046


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.0059 top1=100.0000

=== Log global consensus distance @ E4B10 ===
consensus_distance=3.421



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=2.372
clique2_consensus_distance=5.900


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.0030 top1=100.0000

=== Log global consensus distance @ E4B20 ===
consensus_distance=3.276



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=2.232
clique2_consensus_distance=5.736



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5826 top1= 57.7724


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.8441 top1= 39.7035


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9365 top1= 35.6270

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.0025 top1=100.0000

=== Log global consensus distance @ E5B0 ===
consensus_distance=3.132



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=2.089
clique2_consensus_distance=5.584


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.0036 top1=100.0000

=== Log global consensus distance @ E5B10 ===
consensus_distance=2.989



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=1.942
clique2_consensus_distance=5.442


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.0031 top1=100.0000

=== Log global consensus distance @ E5B20 ===
consensus_distance=2.849



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=1.804
clique2_consensus_distance=5.300



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5671 top1= 59.1446


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.0190 top1= 39.6534


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9946 top1= 35.9575

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.0025 top1=100.0000

=== Log global consensus distance @ E6B0 ===
consensus_distance=2.714



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=1.673
clique2_consensus_distance=5.157


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.0021 top1=100.0000

=== Log global consensus distance @ E6B10 ===
consensus_distance=2.581



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=1.542
clique2_consensus_distance=5.018


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.0019 top1=100.0000

=== Log global consensus distance @ E6B20 ===
consensus_distance=2.456



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=1.424
clique2_consensus_distance=4.888



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5528 top1= 58.5537


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.0718 top1= 39.6034


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.0861 top1= 35.9776

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.0011 top1=100.0000

=== Log global consensus distance @ E7B0 ===
consensus_distance=2.337



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=1.310
clique2_consensus_distance=4.764


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.0014 top1=100.0000

=== Log global consensus distance @ E7B10 ===
consensus_distance=2.219



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=1.196
clique2_consensus_distance=4.644


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.0014 top1=100.0000

=== Log global consensus distance @ E7B20 ===
consensus_distance=2.109



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=1.090
clique2_consensus_distance=4.527



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5438 top1= 57.9127


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.1287 top1= 39.6234


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.2023 top1= 36.0377

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.0012 top1=100.0000

=== Log global consensus distance @ E8B0 ===
consensus_distance=2.005



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.991
clique2_consensus_distance=4.420


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.0046 top1= 99.7159

=== Log global consensus distance @ E8B10 ===
consensus_distance=1.906



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.898
clique2_consensus_distance=4.321


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.0023 top1=100.0000

=== Log global consensus distance @ E8B20 ===
consensus_distance=1.821



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.825
clique2_consensus_distance=4.230



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5298 top1= 57.9928


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.1644 top1= 39.3630


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.3296 top1= 36.1378

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.0017 top1=100.0000

=== Log global consensus distance @ E9B0 ===
consensus_distance=1.742



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.754
clique2_consensus_distance=4.151


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.0019 top1=100.0000

=== Log global consensus distance @ E9B10 ===
consensus_distance=1.664



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.681
clique2_consensus_distance=4.077


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.0018 top1=100.0000

=== Log global consensus distance @ E9B20 ===
consensus_distance=1.593



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.616
clique2_consensus_distance=4.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5135 top1= 58.0228


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.2809 top1= 39.3630


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.4597 top1= 36.3582

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.0021 top1=100.0000

=== Log global consensus distance @ E10B0 ===
consensus_distance=1.526



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.549
clique2_consensus_distance=3.948


[E10B10 |   4224/60000 (  7%) ] Loss: 0.0021 top1=100.0000

=== Log global consensus distance @ E10B10 ===
consensus_distance=1.461



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.483
clique2_consensus_distance=3.893


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.0023 top1=100.0000

=== Log global consensus distance @ E10B20 ===
consensus_distance=1.405



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.428
clique2_consensus_distance=3.844



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4883 top1= 58.7139


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.4252 top1= 39.4030


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.6046 top1= 36.5885

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.0022 top1=100.0000

=== Log global consensus distance @ E11B0 ===
consensus_distance=1.355



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.377
clique2_consensus_distance=3.806


[E11B10 |   4224/60000 (  7%) ] Loss: 0.0028 top1=100.0000

=== Log global consensus distance @ E11B10 ===
consensus_distance=1.307



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.328
clique2_consensus_distance=3.772


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.0028 top1=100.0000

=== Log global consensus distance @ E11B20 ===
consensus_distance=1.268



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.290
clique2_consensus_distance=3.741



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4624 top1= 59.2548


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.5901 top1= 39.4932


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.7806 top1= 36.5485

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.0027 top1=100.0000

=== Log global consensus distance @ E12B0 ===
consensus_distance=1.235



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.256
clique2_consensus_distance=3.724


[E12B10 |   4224/60000 (  7%) ] Loss: 0.0029 top1=100.0000

=== Log global consensus distance @ E12B10 ===
consensus_distance=1.204



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.223
clique2_consensus_distance=3.710


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.0032 top1=100.0000

=== Log global consensus distance @ E12B20 ===
consensus_distance=1.178



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.198
clique2_consensus_distance=3.697



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4470 top1= 59.0244


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.7635 top1= 39.6735


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.9690 top1= 36.5284

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.0030 top1=100.0000

=== Log global consensus distance @ E13B0 ===
consensus_distance=1.157



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.175
clique2_consensus_distance=3.695


[E13B10 |   4224/60000 (  7%) ] Loss: 0.0033 top1=100.0000

=== Log global consensus distance @ E13B10 ===
consensus_distance=1.136



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.152
clique2_consensus_distance=3.693


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.0035 top1=100.0000

=== Log global consensus distance @ E13B20 ===
consensus_distance=1.120



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.137
clique2_consensus_distance=3.691



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4357 top1= 58.9643


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.9321 top1= 39.8738


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.1793 top1= 36.4183

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.0028 top1=100.0000

=== Log global consensus distance @ E14B0 ===
consensus_distance=1.108



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.122
clique2_consensus_distance=3.700


[E14B10 |   4224/60000 (  7%) ] Loss: 0.0037 top1=100.0000

=== Log global consensus distance @ E14B10 ===
consensus_distance=1.095



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.106
clique2_consensus_distance=3.709


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.0034 top1=100.0000

=== Log global consensus distance @ E14B20 ===
consensus_distance=1.089



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.102
clique2_consensus_distance=3.721



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4300 top1= 58.7440


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.0495 top1= 40.0240


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.3735 top1= 36.4383

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.0069 top1= 99.7159

=== Log global consensus distance @ E15B0 ===
consensus_distance=1.088



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.101
clique2_consensus_distance=3.744


[E15B10 |   4224/60000 (  7%) ] Loss: 0.0075 top1= 99.7159

=== Log global consensus distance @ E15B10 ===
consensus_distance=1.088



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.100
clique2_consensus_distance=3.770


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.0040 top1=100.0000

=== Log global consensus distance @ E15B20 ===
consensus_distance=1.158



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.224
clique2_consensus_distance=3.847



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3965 top1= 59.4952


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.2208 top1= 40.3746


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.5469 top1= 36.4683

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.0103 top1=100.0000

=== Log global consensus distance @ E16B0 ===
consensus_distance=1.279



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.435
clique2_consensus_distance=3.975


[E16B10 |   4224/60000 (  7%) ] Loss: 0.0065 top1=100.0000

=== Log global consensus distance @ E16B10 ===
consensus_distance=1.346



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.539
clique2_consensus_distance=4.073


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.0069 top1= 99.7159

=== Log global consensus distance @ E16B20 ===
consensus_distance=1.370



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.566
clique2_consensus_distance=4.134



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4098 top1= 59.0745


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.7923 top1= 40.0040


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.7264 top1= 36.5986

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.0030 top1=100.0000

=== Log global consensus distance @ E17B0 ===
consensus_distance=1.383



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.554
clique2_consensus_distance=4.214


[E17B10 |   4224/60000 (  7%) ] Loss: 0.0645 top1= 99.4318

=== Log global consensus distance @ E17B10 ===
consensus_distance=1.394



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.525
clique2_consensus_distance=4.300


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.0067 top1=100.0000

=== Log global consensus distance @ E17B20 ===
consensus_distance=1.408



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.488
clique2_consensus_distance=4.391



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3338 top1= 61.7688


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.8723 top1= 40.9555


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.0076 top1= 35.9475

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.0224 top1= 99.4318

=== Log global consensus distance @ E18B0 ===
consensus_distance=1.426



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.448
clique2_consensus_distance=4.506


[E18B10 |   4224/60000 (  7%) ] Loss: 0.0024 top1=100.0000

=== Log global consensus distance @ E18B10 ===
consensus_distance=1.428



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.404
clique2_consensus_distance=4.588


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.0030 top1=100.0000

=== Log global consensus distance @ E18B20 ===
consensus_distance=1.411



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.361
clique2_consensus_distance=4.614



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3686 top1= 61.5986


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.9694 top1= 41.8269


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.3858 top1= 36.2780

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.0017 top1=100.0000

=== Log global consensus distance @ E19B0 ===
consensus_distance=1.398



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.322
clique2_consensus_distance=4.640


[E19B10 |   4224/60000 (  7%) ] Loss: 0.0042 top1=100.0000

=== Log global consensus distance @ E19B10 ===
consensus_distance=1.410



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.284
clique2_consensus_distance=4.740


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.0039 top1=100.0000

=== Log global consensus distance @ E19B20 ===
consensus_distance=1.442



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.250
clique2_consensus_distance=4.893



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2827 top1= 63.6518


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.0879 top1= 42.4479


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.4274 top1= 39.2528

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.0096 top1= 99.4318

=== Log global consensus distance @ E20B0 ===
consensus_distance=1.476



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.220
clique2_consensus_distance=5.041


[E20B10 |   4224/60000 (  7%) ] Loss: 0.0023 top1=100.0000

=== Log global consensus distance @ E20B10 ===
consensus_distance=1.493



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.189
clique2_consensus_distance=5.141


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.0021 top1=100.0000

=== Log global consensus distance @ E20B20 ===
consensus_distance=1.484



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.162
clique2_consensus_distance=5.168



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2731 top1= 64.5132


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.1876 top1= 43.3594


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.4781 top1= 41.6967

