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

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

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

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



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



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



=== Log mixing matrix @ E1B0 ===
[[0.167 0.167 0.167 0.167 0.167 0.    0.    0.    0.    0.    0.167 0.   ]
 [0.167 0.233 0.2   0.2   0.2   0.    0.    0.    0.    0.    0.    0.   ]
 [0.167 0.2   0.233 0.2   0.2   0.    0.    0.    0.    0.    0.    0.   ]
 [0.167 0.2   0.2   0.233 0.2   0.    0.    0.    0.    0.    0.    0.   ]
 [0.167 0.2   0.2   0.2   0.233 0.    0.    0.    0.    0.    0.    0.   ]
 [0.    0.    0.    0.    0.    0.233 0.2   0.2   0.2   0.167 0.    0.   ]
 [0.    0.    0.    0.    0.    0.2   0.233 0.2   0.2   0.167 0.    0.   ]
 [0.    0.    0.    0.    0.    0.2   0.2   0.233 0.2   0.167 0.    0.   ]
 [0.    0.    0.    0.    0.    0.2   0.2   0.2   0.233 0.167 0.    0.   ]
 [0.    0.    0.    0.    0.    0.167 0.167 0.167 0.167 0.167 0.167 0.   ]
 [0.167 0.    0.    0.    0.    0.    0.    0.    0.    0.167 0.604 0.062]
 [0.    0.    0.    0.    0.    0.    0.    0.    0.    0.    0.062 0.938]]


[E 1B10 |   4224/60000 (  7%) ] Loss: 0.7004 top1= 77.8409

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.416



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=1.498


[E 1B20 |   8064/60000 ( 13%) ] Loss: 0.2355 top1= 93.7500

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.781



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=3.083



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4799 top1= 45.7131


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.1921 top1= 41.4363


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.3387 top1= 41.4463

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 0.1407 top1= 95.4545

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.742



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=2.968


[E 2B10 |   4224/60000 (  7%) ] Loss: 0.1492 top1= 94.6023

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.600



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=2.373


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.1719 top1= 95.1705

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.484



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.876



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1616 top1= 60.3165


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7684 top1= 46.9151


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6134 top1= 44.5112

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.0994 top1= 97.1591

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.415



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.584


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.1023 top1= 97.7273

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.384



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.449


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.1122 top1= 96.5909

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.352



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.313



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0710 top1= 62.9808


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6584 top1= 51.1819


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4921 top1= 43.8902

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.0676 top1= 98.8636

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.337



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.249


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.0829 top1= 97.1591

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.334



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.223


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.1089 top1= 96.8750

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.320



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.172



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0375 top1= 65.8253


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4087 top1= 52.9447


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4185 top1= 44.3710

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.0665 top1= 99.1477

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.312



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.144


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.0702 top1= 97.7273

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.313



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.146


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.0889 top1= 97.4432

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.300



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.100



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0722 top1= 64.7536


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3724 top1= 53.3954


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2988 top1= 44.8217

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.0606 top1= 98.8636

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.298



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.094


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.0569 top1= 98.2955

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.304



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.112


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.0798 top1= 97.7273

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.294



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.078



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1443 top1= 62.8205


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3837 top1= 53.8962


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3420 top1= 45.1522

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.0545 top1= 99.1477

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.296



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.086


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.0511 top1= 98.5795

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.301



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.103


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.0768 top1= 97.7273

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.295



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.079



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2246 top1= 60.6170


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4023 top1= 54.0164


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4021 top1= 45.1923

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.0541 top1= 98.8636

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.298



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.099


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.0543 top1= 98.0114

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.307



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.127


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.0750 top1= 97.7273

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.301



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.105



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2745 top1= 59.7656


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4063 top1= 53.9363


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4090 top1= 45.2925

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.0570 top1= 98.5795

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.303



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.118


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.0503 top1= 98.8636

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.311



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.147


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.0750 top1= 97.4432

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.302



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.114



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3289 top1= 58.3133


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4225 top1= 53.9062


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4079 top1= 45.3626

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.0537 top1= 99.1477

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.303



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.118


[E10B10 |   4224/60000 (  7%) ] Loss: 0.0503 top1= 98.8636

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.312



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.150


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.0752 top1= 97.4432

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.305



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.124



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3625 top1= 57.3518


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4408 top1= 54.1567


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4024 top1= 45.4026

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.0529 top1= 99.1477

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.307



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.134


[E11B10 |   4224/60000 (  7%) ] Loss: 0.0526 top1= 98.2955

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.314



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.160


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.0757 top1= 97.4432

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.308



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.137



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3798 top1= 57.0713


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4347 top1= 54.2969


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4210 top1= 45.3726

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.0545 top1= 99.1477

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.311



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.153


[E12B10 |   4224/60000 (  7%) ] Loss: 0.0552 top1= 98.0114

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.321



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.189


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.0764 top1= 97.4432

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.315



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.168



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3915 top1= 57.3217


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3965 top1= 53.9163


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4273 top1= 45.4127

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.0576 top1= 98.5795

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.315



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.171


[E13B10 |   4224/60000 (  7%) ] Loss: 0.0539 top1= 98.5795

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.324



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.201


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.0765 top1= 97.7273

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.314



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.166



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4239 top1= 55.9595


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4195 top1= 53.9864


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4127 top1= 45.3526

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.0510 top1= 99.7159

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.314



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.166


[E14B10 |   4224/60000 (  7%) ] Loss: 0.0514 top1= 98.2955

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.322



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.193


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.0757 top1= 97.7273

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.314



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.165



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4453 top1= 55.6991


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4275 top1= 54.2668


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3886 top1= 45.2925

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.0539 top1= 99.4318

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.316



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.174


[E15B10 |   4224/60000 (  7%) ] Loss: 0.0566 top1= 98.0114

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.326



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.208


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.0788 top1= 97.7273

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.319



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.187



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4083 top1= 56.7708


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4144 top1= 54.0966


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4116 top1= 45.3826

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.0597 top1= 98.8636

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.322



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.202


[E16B10 |   4224/60000 (  7%) ] Loss: 0.0527 top1= 98.8636

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.330



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.229


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.0795 top1= 97.4432

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.322



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.198



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4642 top1= 55.9095


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4301 top1= 54.0966


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4524 top1= 45.3325

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.0526 top1= 99.4318

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.319



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.190


[E17B10 |   4224/60000 (  7%) ] Loss: 0.0510 top1= 99.1477

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.327



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.214


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.0731 top1= 98.0114

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.319



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.187



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4917 top1= 54.9479


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4365 top1= 54.1066


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4411 top1= 45.4127

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.0502 top1= 99.7159

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.320



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.193


[E18B10 |   4224/60000 (  7%) ] Loss: 0.0535 top1= 97.7273

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.328



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.218


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.0786 top1= 97.7273

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.319



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.188



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5087 top1= 54.5673


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4591 top1= 54.1867


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4216 top1= 45.2324

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.0599 top1= 99.1477

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.321



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.200


[E19B10 |   4224/60000 (  7%) ] Loss: 0.0604 top1= 97.7273

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.333



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.243


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.0809 top1= 97.7273

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.328



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.225



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4567 top1= 56.0397


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3897 top1= 53.8962


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3974 top1= 45.3225

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.0593 top1= 99.4318

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.330



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.238


[E20B10 |   4224/60000 (  7%) ] Loss: 0.0569 top1= 98.0114

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.337



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.261


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.0789 top1= 97.1591

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.327



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.222



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4640 top1= 55.5990


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4254 top1= 53.9764


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4319 top1= 45.4327

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.0513 top1= 99.7159

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.324



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.212


[E21B10 |   4224/60000 (  7%) ] Loss: 0.0511 top1= 98.8636

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.329



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.225


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.0740 top1= 98.0114

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.324



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.207



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5063 top1= 54.7476


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4309 top1= 54.2869


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4421 top1= 45.3626

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.0498 top1= 99.7159

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.325



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.215


[E22B10 |   4224/60000 (  7%) ] Loss: 0.0578 top1= 98.0114

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.333



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.243


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.0788 top1= 98.0114

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.326



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.215



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5134 top1= 54.7576


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4248 top1= 53.9764


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4046 top1= 45.2324

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.0665 top1= 98.2955

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.328



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.228


[E23B10 |   4224/60000 (  7%) ] Loss: 0.0547 top1= 98.2955

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.340



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.271


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.0862 top1= 97.4432

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.331



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.237



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5080 top1= 55.2384


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4457 top1= 54.0465


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3839 top1= 45.3125

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.0578 top1= 99.1477

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.328



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.232


[E24B10 |   4224/60000 (  7%) ] Loss: 0.0533 top1= 98.2955

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.337



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.258


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.0752 top1= 97.1591

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.329



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.229



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5038 top1= 54.9980


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4325 top1= 54.1867


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4073 top1= 45.4227

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.0509 top1= 99.4318

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.326



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.223


[E25B10 |   4224/60000 (  7%) ] Loss: 0.0529 top1= 98.2955

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.332



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.239


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.0757 top1= 98.0114

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.328



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.223



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5384 top1= 54.2568


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4697 top1= 54.1466


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4591 top1= 45.3826

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.0512 top1= 99.4318

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.328



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.228


[E26B10 |   4224/60000 (  7%) ] Loss: 0.0638 top1= 98.0114

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.337



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.258


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.0783 top1= 97.7273

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.331



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.238



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5214 top1= 54.9479


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3917 top1= 53.9563


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4105 top1= 45.2825

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.0666 top1= 98.5795

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.334



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.255


[E27B10 |   4224/60000 (  7%) ] Loss: 0.0581 top1= 97.7273

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.345



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.292


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.0869 top1= 97.1591

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.333



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.248



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5087 top1= 55.3385


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4315 top1= 54.0365


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4008 top1= 45.3726

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.0544 top1= 99.7159

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.330



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.237


[E28B10 |   4224/60000 (  7%) ] Loss: 0.0514 top1= 98.5795

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.336



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.257


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.0735 top1= 97.4432

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.330



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.235



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5327 top1= 54.6374


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4518 top1= 54.1166


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4415 top1= 45.4828

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.0507 top1= 99.7159

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.329



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.234


[E29B10 |   4224/60000 (  7%) ] Loss: 0.0547 top1= 98.2955

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.334



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.247


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.0772 top1= 98.2955

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.330



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.231



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5526 top1= 54.3069


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4452 top1= 54.1567


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4928 top1= 45.5028

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.0539 top1= 99.1477

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.330



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.238


[E30B10 |   4224/60000 (  7%) ] Loss: 0.0610 top1= 98.0114

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.339



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.270


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.0805 top1= 97.7273

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.334



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.250



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5565 top1= 54.6274


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3942 top1= 53.7360


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4364 top1= 45.3125

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.0653 top1= 98.5795

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.334



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.256


[E31B10 |   4224/60000 (  7%) ] Loss: 0.0617 top1= 97.7273

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.345



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.294


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.0850 top1= 97.1591

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.334



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.252



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5200 top1= 54.9379


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4259 top1= 53.9864


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4259 top1= 45.3425

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.0539 top1= 99.7159

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.332



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.246


[E32B10 |   4224/60000 (  7%) ] Loss: 0.0517 top1= 98.2955

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.337



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.262


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.0759 top1= 97.4432

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.332



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.243



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5302 top1= 54.8478


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4254 top1= 54.1667


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4577 top1= 45.4728

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.0506 top1= 99.7159

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.331



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.243


[E33B10 |   4224/60000 (  7%) ] Loss: 0.0632 top1= 98.0114

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.338



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.264


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.0803 top1= 98.0114

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.334



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.253



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5181 top1= 55.5088


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3973 top1= 53.7059


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5137 top1= 45.4728

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.0606 top1= 98.8636

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.335



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.258


[E34B10 |   4224/60000 (  7%) ] Loss: 0.0562 top1= 98.2955

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.343



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.284


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.0841 top1= 97.4432

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.332



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.243



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5688 top1= 54.1767


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4378 top1= 53.9964


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4473 top1= 45.4026

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.0574 top1= 99.4318

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.330



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.238


[E35B10 |   4224/60000 (  7%) ] Loss: 0.0568 top1= 98.2955

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.339



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.269


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.0812 top1= 97.7273

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.331



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.242



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5790 top1= 53.8762


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4410 top1= 54.0465


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4603 top1= 45.2524

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.0569 top1= 99.4318

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.331



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.242


[E36B10 |   4224/60000 (  7%) ] Loss: 0.0540 top1= 98.2955

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.339



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.267


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.0807 top1= 97.7273

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.333



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.248



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5284 top1= 55.0982


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4661 top1= 54.1166


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4524 top1= 45.4527

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.0539 top1= 99.4318

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.333



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.251


[E37B10 |   4224/60000 (  7%) ] Loss: 0.0665 top1= 97.7273

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.340



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.275


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.0797 top1= 98.0114

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.340



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.277



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5104 top1= 55.8293


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3501 top1= 53.8462


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5264 top1= 45.4627

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.0582 top1= 98.2955

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.339



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.276


[E38B10 |   4224/60000 (  7%) ] Loss: 0.0590 top1= 98.2955

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.345



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.294


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.0808 top1= 97.4432

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.333



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.247



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5415 top1= 54.5974


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4297 top1= 53.9163


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4653 top1= 45.4327

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.0557 top1= 99.4318

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.332



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.245


[E39B10 |   4224/60000 (  7%) ] Loss: 0.0580 top1= 98.0114

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.339



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.267


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.0849 top1= 97.7273

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.331



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.239



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5469 top1= 54.6975


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4334 top1= 54.0164


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4532 top1= 45.3225

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.0580 top1= 99.1477

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.331



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.245


[E40B10 |   4224/60000 (  7%) ] Loss: 0.0606 top1= 98.0114

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.342



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.280


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.0835 top1= 97.7273

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.337



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.265



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4708 top1= 56.5605


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3999 top1= 53.7460


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4516 top1= 45.4728

Train epoch 41
[E41B0  |    384/60000 (  1%) ] Loss: 0.0590 top1= 99.4318

=== Log global consensus distance @ E41B0 ===
consensus_distance=0.337



=== Log clique consensus distance @ E41B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.269


[E41B10 |   4224/60000 (  7%) ] Loss: 0.0579 top1= 97.7273

=== Log global consensus distance @ E41B10 ===
consensus_distance=0.342



=== Log clique consensus distance @ E41B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.283


[E41B20 |   8064/60000 ( 13%) ] Loss: 0.0809 top1= 97.7273

=== Log global consensus distance @ E41B20 ===
consensus_distance=0.336



=== Log clique consensus distance @ E41B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.258



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5039 top1= 55.8093


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4508 top1= 53.9663


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5410 top1= 45.4127

Train epoch 42
[E42B0  |    384/60000 (  1%) ] Loss: 0.0519 top1= 99.7159

=== Log global consensus distance @ E42B0 ===
consensus_distance=0.333



=== Log clique consensus distance @ E42B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.248


[E42B10 |   4224/60000 (  7%) ] Loss: 0.0522 top1= 99.1477

=== Log global consensus distance @ E42B10 ===
consensus_distance=0.337



=== Log clique consensus distance @ E42B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.258


[E42B20 |   8064/60000 ( 13%) ] Loss: 0.0761 top1= 97.7273

=== Log global consensus distance @ E42B20 ===
consensus_distance=0.330



=== Log clique consensus distance @ E42B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.235



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5868 top1= 53.8462


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4573 top1= 54.0264


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4913 top1= 45.4527

Train epoch 43
[E43B0  |    384/60000 (  1%) ] Loss: 0.0544 top1= 99.7159

=== Log global consensus distance @ E43B0 ===
consensus_distance=0.330



=== Log clique consensus distance @ E43B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.236


[E43B10 |   4224/60000 (  7%) ] Loss: 0.0615 top1= 97.7273

=== Log global consensus distance @ E43B10 ===
consensus_distance=0.336



=== Log clique consensus distance @ E43B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.257


[E43B20 |   8064/60000 ( 13%) ] Loss: 0.0857 top1= 98.0114

=== Log global consensus distance @ E43B20 ===
consensus_distance=0.330



=== Log clique consensus distance @ E43B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.234



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5745 top1= 54.2869


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4724 top1= 53.9663


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4816 top1= 45.3025

Train epoch 44
[E44B0  |    384/60000 (  1%) ] Loss: 0.0626 top1= 98.5795

=== Log global consensus distance @ E44B0 ===
consensus_distance=0.331



=== Log clique consensus distance @ E44B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.244


[E44B10 |   4224/60000 (  7%) ] Loss: 0.0637 top1= 97.7273

=== Log global consensus distance @ E44B10 ===
consensus_distance=0.343



=== Log clique consensus distance @ E44B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.286


[E44B20 |   8064/60000 ( 13%) ] Loss: 0.0852 top1= 97.4432

=== Log global consensus distance @ E44B20 ===
consensus_distance=0.340



=== Log clique consensus distance @ E44B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.279



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4669 top1= 56.7408


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3824 top1= 53.6258


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4440 top1= 45.5228

Train epoch 45
[E45B0  |    384/60000 (  1%) ] Loss: 0.0575 top1= 98.5795

=== Log global consensus distance @ E45B0 ===
consensus_distance=0.339



=== Log clique consensus distance @ E45B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.277


[E45B10 |   4224/60000 (  7%) ] Loss: 0.0636 top1= 98.0114

=== Log global consensus distance @ E45B10 ===
consensus_distance=0.345



=== Log clique consensus distance @ E45B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.294


[E45B20 |   8064/60000 ( 13%) ] Loss: 0.0799 top1= 97.4432

=== Log global consensus distance @ E45B20 ===
consensus_distance=0.337



=== Log clique consensus distance @ E45B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.264



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4722 top1= 56.2600


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4214 top1= 53.8962


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5558 top1= 45.4627

Train epoch 46
[E46B0  |    384/60000 (  1%) ] Loss: 0.0518 top1= 99.7159

=== Log global consensus distance @ E46B0 ===
consensus_distance=0.334



=== Log clique consensus distance @ E46B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.254


[E46B10 |   4224/60000 (  7%) ] Loss: 0.0536 top1= 98.5795

=== Log global consensus distance @ E46B10 ===
consensus_distance=0.336



=== Log clique consensus distance @ E46B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.257


[E46B20 |   8064/60000 ( 13%) ] Loss: 0.0783 top1= 98.0114

=== Log global consensus distance @ E46B20 ===
consensus_distance=0.330



=== Log clique consensus distance @ E46B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.235



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5714 top1= 54.3269


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4362 top1= 54.0164


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5315 top1= 45.4728

Train epoch 47
[E47B0  |    384/60000 (  1%) ] Loss: 0.0543 top1= 99.4318

=== Log global consensus distance @ E47B0 ===
consensus_distance=0.331



=== Log clique consensus distance @ E47B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.243


[E47B10 |   4224/60000 (  7%) ] Loss: 0.0688 top1= 97.4432

=== Log global consensus distance @ E47B10 ===
consensus_distance=0.339



=== Log clique consensus distance @ E47B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.268


[E47B20 |   8064/60000 ( 13%) ] Loss: 0.0864 top1= 97.7273

=== Log global consensus distance @ E47B20 ===
consensus_distance=0.333



=== Log clique consensus distance @ E47B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.248



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5167 top1= 55.7993


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3934 top1= 53.6258


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4964 top1= 45.3325

Train epoch 48
[E48B0  |    384/60000 (  1%) ] Loss: 0.0687 top1= 98.0114

=== Log global consensus distance @ E48B0 ===
consensus_distance=0.335



=== Log clique consensus distance @ E48B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.263


[E48B10 |   4224/60000 (  7%) ] Loss: 0.0557 top1= 98.0114

=== Log global consensus distance @ E48B10 ===
consensus_distance=0.345



=== Log clique consensus distance @ E48B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.295


[E48B20 |   8064/60000 ( 13%) ] Loss: 0.0895 top1= 97.4432

=== Log global consensus distance @ E48B20 ===
consensus_distance=0.336



=== Log clique consensus distance @ E48B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.263



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4738 top1= 56.5304


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4398 top1= 54.0164


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4684 top1= 45.5028

Train epoch 49
[E49B0  |    384/60000 (  1%) ] Loss: 0.0511 top1= 99.7159

=== Log global consensus distance @ E49B0 ===
consensus_distance=0.332



=== Log clique consensus distance @ E49B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.247


[E49B10 |   4224/60000 (  7%) ] Loss: 0.0567 top1= 98.5795

=== Log global consensus distance @ E49B10 ===
consensus_distance=0.336



=== Log clique consensus distance @ E49B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.256


[E49B20 |   8064/60000 ( 13%) ] Loss: 0.0741 top1= 98.0114

=== Log global consensus distance @ E49B20 ===
consensus_distance=0.333



=== Log clique consensus distance @ E49B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.247



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5057 top1= 55.9195


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4619 top1= 53.9864


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5803 top1= 45.4728

Train epoch 50
[E50B0  |    384/60000 (  1%) ] Loss: 0.0519 top1= 99.7159

=== Log global consensus distance @ E50B0 ===
consensus_distance=0.332



=== Log clique consensus distance @ E50B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.245


[E50B10 |   4224/60000 (  7%) ] Loss: 0.0551 top1= 98.5795

=== Log global consensus distance @ E50B10 ===
consensus_distance=0.335



=== Log clique consensus distance @ E50B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.250


[E50B20 |   8064/60000 ( 13%) ] Loss: 0.0799 top1= 98.0114

=== Log global consensus distance @ E50B20 ===
consensus_distance=0.330



=== Log clique consensus distance @ E50B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.234



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5623 top1= 54.7376


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4693 top1= 53.9864


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5326 top1= 45.5429

