
=== 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 0.479 0.188]
 [0.    0.    0.    0.    0.    0.    0.    0.    0.    0.    0.188 0.812]]


[E 1B10 |   4224/60000 (  7%) ] Loss: 0.5266 top1= 83.2386

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



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.550


[E 1B20 |   8064/60000 ( 13%) ] Loss: 0.2429 top1= 93.7500

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.854



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=3.341



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6502 top1= 45.3726


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.8061 top1= 40.7452


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.0321 top1= 41.2861

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 0.1359 top1= 94.8864

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.918



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=3.672


[E 2B10 |   4224/60000 (  7%) ] Loss: 0.1287 top1= 95.7386

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.834



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=3.335


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.1505 top1= 95.4545

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.750



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=2.970



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9920 top1= 41.1859


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8320 top1= 47.0853


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.1585 top1= 45.2023

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.1232 top1= 96.0227

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.673



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=2.651


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.0869 top1= 97.7273

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.629



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=2.448


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.1158 top1= 96.5909

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.575



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=2.237



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0609 top1= 47.1955


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1992 top1= 51.1819


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.5789 top1= 44.8818

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.0544 top1= 99.1477

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.527



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=2.062


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.0676 top1= 97.7273

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.507



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.988


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.0679 top1= 98.2955

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.485



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.900



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.3443 top1= 49.4191


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8698 top1= 55.2384


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.7751 top1= 44.9619

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.0434 top1= 99.4318

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.463



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.815


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.0486 top1= 98.2955

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.458



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.792


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.0613 top1= 98.0114

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.449



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.757



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.6563 top1= 49.7296


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6381 top1= 59.1346


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.0195 top1= 44.9219

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.0412 top1= 99.1477

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.436



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.698


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.0411 top1= 98.8636

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.450



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.751


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.0513 top1= 98.2955

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.450



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.761



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.8069 top1= 50.4407


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6019 top1= 60.3766


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.2206 top1= 44.6815

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.0378 top1= 99.4318

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.441



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.721


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.0571 top1= 97.7273

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.460



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.779


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.0520 top1= 98.5795

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.458



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.786



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.5839 top1= 52.1334


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5103 top1= 62.4700


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.7255 top1= 46.0637

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.0254 top1=100.0000

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.465



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.823


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.0502 top1= 98.0114

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.500



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.953


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.0888 top1= 97.1591

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.522



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=2.043



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.5222 top1= 52.8546


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2080 top1= 65.8153


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.9547 top1= 46.3542

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.0463 top1= 99.1477

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.517



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=2.025


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.0352 top1= 99.1477

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.545



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=2.142


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.0489 top1= 99.1477

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.526



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=2.064



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.5064 top1= 52.7143


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3797 top1= 62.8806


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.2261 top1= 45.8534

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

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.504



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.967


[E10B10 |   4224/60000 (  7%) ] Loss: 0.0331 top1= 99.1477

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.487



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.909


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.0455 top1= 98.8636

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.500



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.966



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.7840 top1= 52.3538


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3689 top1= 63.5417


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.4089 top1= 47.1054

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.0249 top1= 99.7159

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.484



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.904


[E11B10 |   4224/60000 (  7%) ] Loss: 0.0198 top1= 99.7159

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.478



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.876


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.0292 top1= 99.1477

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.500



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.965



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.2821 top1= 52.5341


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3722 top1= 64.7736


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.0929 top1= 47.2857

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.0225 top1= 99.7159

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.494



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.943


[E12B10 |   4224/60000 (  7%) ] Loss: 0.0181 top1=100.0000

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.500



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.967


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.0291 top1= 99.4318

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.504



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.980



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.7615 top1= 53.4756


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3772 top1= 66.0557


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.7495 top1= 47.7364

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.0177 top1=100.0000

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.518



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=2.039


[E13B10 |   4224/60000 (  7%) ] Loss: 0.0185 top1= 99.7159

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.530



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=2.085


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.0250 top1= 99.7159

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.542



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=2.134



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.2531 top1= 53.0649


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3518 top1= 67.8686


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.3318 top1= 48.3073

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.0316 top1= 99.4318

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.544



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=2.143


[E14B10 |   4224/60000 (  7%) ] Loss: 0.0226 top1= 99.4318

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.569



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=2.242


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.0331 top1= 99.1477

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.609



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=2.400



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.6588 top1= 53.2452


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0680 top1= 71.1739


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.8774 top1= 48.7881

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.0194 top1=100.0000

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.606



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=2.391


[E15B10 |   4224/60000 (  7%) ] Loss: 0.0324 top1= 99.1477

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.647



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=2.551


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.0225 top1= 99.4318

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.673



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=2.656



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.7803 top1= 53.7260


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1849 top1= 68.9303


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=9.4273 top1= 49.2989

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.0195 top1=100.0000

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.671



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=2.648


[E16B10 |   4224/60000 (  7%) ] Loss: 0.0254 top1= 99.7159

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.728



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=2.875


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.0522 top1= 98.5795

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.740



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=2.923



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.8225 top1= 54.4171


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4912 top1= 64.2628


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=9.9849 top1= 49.9499

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.0299 top1= 99.4318

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.762



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=3.014


[E17B10 |   4224/60000 (  7%) ] Loss: 0.0330 top1= 99.1477

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.777



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=3.072


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.0312 top1= 99.4318

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.817



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=3.233



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.1471 top1= 54.0665


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2751 top1= 68.2792


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=10.5770 top1= 50.4006

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.0374 top1= 99.4318

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.805



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=3.184


[E18B10 |   4224/60000 (  7%) ] Loss: 0.0219 top1= 99.7159

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.818



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=3.235


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.0300 top1= 99.1477

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.871



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=3.449



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.4819 top1= 54.0665


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4960 top1= 65.2945


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=11.1779 top1= 50.8614

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.0140 top1= 99.7159

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.861



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=3.409


[E19B10 |   4224/60000 (  7%) ] Loss: 0.0220 top1= 99.4318

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.867



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=3.434


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.0279 top1= 99.1477

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.892



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=3.533



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.9789 top1= 54.0765


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3750 top1= 66.7668


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=11.7833 top1= 51.2019

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.0163 top1=100.0000

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.895



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=3.543


[E20B10 |   4224/60000 (  7%) ] Loss: 0.0189 top1=100.0000

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.907



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=3.591


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.0333 top1= 98.8636

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.942



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=3.734



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.4553 top1= 54.0264


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2576 top1= 68.5096


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=12.3751 top1= 51.4022

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.0196 top1= 99.4318

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.946



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=3.749


[E21B10 |   4224/60000 (  7%) ] Loss: 0.0304 top1= 98.8636

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.979



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=3.879


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.0254 top1= 99.1477

=== Log global consensus distance @ E21B20 ===
consensus_distance=1.011



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=4.009



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.9221 top1= 53.8862


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3406 top1= 67.7584


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=12.9676 top1= 51.5825

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.0163 top1= 99.4318

=== Log global consensus distance @ E22B0 ===
consensus_distance=1.001



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=3.967


[E22B10 |   4224/60000 (  7%) ] Loss: 0.0298 top1= 98.8636

=== Log global consensus distance @ E22B10 ===
consensus_distance=1.062



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=4.213


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.0511 top1= 98.2955

=== Log global consensus distance @ E22B20 ===
consensus_distance=1.078



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=4.276



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.9420 top1= 54.5373


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6584 top1= 63.6919


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=13.5563 top1= 51.7228

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.0132 top1=100.0000

=== Log global consensus distance @ E23B0 ===
consensus_distance=1.089



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=4.320


[E23B10 |   4224/60000 (  7%) ] Loss: 0.0212 top1= 99.4318

=== Log global consensus distance @ E23B10 ===
consensus_distance=1.111



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=4.407


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.0291 top1= 99.4318

=== Log global consensus distance @ E23B20 ===
consensus_distance=1.164



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=4.623



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=7.2711 top1= 54.5974


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3281 top1= 67.7083


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=14.1618 top1= 51.7829

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.0203 top1= 99.4318

=== Log global consensus distance @ E24B0 ===
consensus_distance=1.182



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=4.693


[E24B10 |   4224/60000 (  7%) ] Loss: 0.0587 top1= 97.4432

=== Log global consensus distance @ E24B10 ===
consensus_distance=1.230



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=4.886


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.0427 top1= 98.5795

=== Log global consensus distance @ E24B20 ===
consensus_distance=1.326



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=5.271



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=7.0740 top1= 54.1266


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4555 top1= 63.7119


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=14.7910 top1= 51.9030

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.0377 top1= 98.8636

=== Log global consensus distance @ E25B0 ===
consensus_distance=1.321



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=5.249


[E25B10 |   4224/60000 (  7%) ] Loss: 0.0288 top1= 99.1477

=== Log global consensus distance @ E25B10 ===
consensus_distance=1.338



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=5.319


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.0301 top1= 99.1477

=== Log global consensus distance @ E25B20 ===
consensus_distance=1.387



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=5.514



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=7.3418 top1= 54.3870


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6708 top1= 62.4299


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=15.4495 top1= 51.9531

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.0158 top1= 99.7159

=== Log global consensus distance @ E26B0 ===
consensus_distance=1.364



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=5.422


[E26B10 |   4224/60000 (  7%) ] Loss: 0.0232 top1= 99.4318

=== Log global consensus distance @ E26B10 ===
consensus_distance=1.322



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=5.253


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.0312 top1= 99.1477

=== Log global consensus distance @ E26B20 ===
consensus_distance=1.392



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=5.536



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=7.8506 top1= 54.3570


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6889 top1= 62.8105


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=16.1014 top1= 52.0733

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.0121 top1=100.0000

=== Log global consensus distance @ E27B0 ===
consensus_distance=1.400



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=5.565


[E27B10 |   4224/60000 (  7%) ] Loss: 0.0191 top1= 99.7159

=== Log global consensus distance @ E27B10 ===
consensus_distance=1.382



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=5.492


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.0209 top1= 99.7159

=== Log global consensus distance @ E27B20 ===
consensus_distance=1.382



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=5.495



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=8.6676 top1= 54.1567


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5454 top1= 65.6050


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=16.7396 top1= 52.1635

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.0172 top1= 99.7159

=== Log global consensus distance @ E28B0 ===
consensus_distance=1.384



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=5.502


[E28B10 |   4224/60000 (  7%) ] Loss: 0.0283 top1= 99.1477

=== Log global consensus distance @ E28B10 ===
consensus_distance=1.412



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=5.612


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.0276 top1= 98.8636

=== Log global consensus distance @ E28B20 ===
consensus_distance=1.472



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=5.856



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=9.0745 top1= 54.4872


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4684 top1= 68.1390


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=17.3623 top1= 52.2236

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.0165 top1= 99.7159

=== Log global consensus distance @ E29B0 ===
consensus_distance=1.469



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=5.843


[E29B10 |   4224/60000 (  7%) ] Loss: 0.0183 top1=100.0000

=== Log global consensus distance @ E29B10 ===
consensus_distance=1.490



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=5.928


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.0332 top1= 99.1477

=== Log global consensus distance @ E29B20 ===
consensus_distance=1.548



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=6.160



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=9.2846 top1= 54.6174


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6388 top1= 63.8121


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=17.9867 top1= 52.2937

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.0334 top1= 98.0114

=== Log global consensus distance @ E30B0 ===
consensus_distance=1.574



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=6.264


[E30B10 |   4224/60000 (  7%) ] Loss: 0.0261 top1= 98.8636

=== Log global consensus distance @ E30B10 ===
consensus_distance=1.639



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=6.525


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.0503 top1= 98.5795

=== Log global consensus distance @ E30B20 ===
consensus_distance=1.661



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=6.611



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=9.2796 top1= 54.3269


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0498 top1= 60.4067


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=18.6296 top1= 52.3337

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.0392 top1= 98.2955

=== Log global consensus distance @ E31B0 ===
consensus_distance=1.666



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=6.632


[E31B10 |   4224/60000 (  7%) ] Loss: 0.0374 top1= 98.5795

=== Log global consensus distance @ E31B10 ===
consensus_distance=1.654



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=6.586


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.0211 top1= 99.7159

=== Log global consensus distance @ E31B20 ===
consensus_distance=1.697



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=6.758



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=9.7245 top1= 54.1667


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0792 top1= 59.8458


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=19.2913 top1= 52.3838

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.0202 top1= 99.7159

=== Log global consensus distance @ E32B0 ===
consensus_distance=1.663



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=6.621


[E32B10 |   4224/60000 (  7%) ] Loss: 0.0246 top1= 99.4318

=== Log global consensus distance @ E32B10 ===
consensus_distance=1.621



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=6.450


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.0212 top1= 99.4318

=== Log global consensus distance @ E32B20 ===
consensus_distance=1.672



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=6.659



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=10.4602 top1= 53.8061


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7816 top1= 65.1542


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=19.9477 top1= 52.4139

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.0173 top1= 99.4318

=== Log global consensus distance @ E33B0 ===
consensus_distance=1.643



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=6.539


[E33B10 |   4224/60000 (  7%) ] Loss: 0.0261 top1= 99.1477

=== Log global consensus distance @ E33B10 ===
consensus_distance=1.671



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=6.653


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.0326 top1= 98.8636

=== Log global consensus distance @ E33B20 ===
consensus_distance=1.684



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=6.705



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=10.8953 top1= 54.4872


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7193 top1= 63.8922


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=20.5881 top1= 52.4740

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.0124 top1=100.0000

=== Log global consensus distance @ E34B0 ===
consensus_distance=1.680



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=6.689


[E34B10 |   4224/60000 (  7%) ] Loss: 0.0212 top1= 99.7159

=== Log global consensus distance @ E34B10 ===
consensus_distance=1.689



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=6.726


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.0267 top1= 99.4318

=== Log global consensus distance @ E34B20 ===
consensus_distance=1.684



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=6.707



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=11.4007 top1= 54.5673


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0616 top1= 60.8474


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=21.2217 top1= 52.5942

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.0349 top1= 98.8636

=== Log global consensus distance @ E35B0 ===
consensus_distance=1.705



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=6.787


[E35B10 |   4224/60000 (  7%) ] Loss: 0.0437 top1= 98.5795

=== Log global consensus distance @ E35B10 ===
consensus_distance=1.737



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=6.918


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.0161 top1= 99.7159

=== Log global consensus distance @ E35B20 ===
consensus_distance=1.799



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=7.167



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=11.1184 top1= 54.4471


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9275 top1= 61.0677


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=21.8672 top1= 52.6342

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.0296 top1= 99.4318

=== Log global consensus distance @ E36B0 ===
consensus_distance=1.839



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=7.327


[E36B10 |   4224/60000 (  7%) ] Loss: 0.0605 top1= 98.5795

=== Log global consensus distance @ E36B10 ===
consensus_distance=1.820



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=7.250


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.0294 top1= 99.1477

=== Log global consensus distance @ E36B20 ===
consensus_distance=1.877



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=7.478



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=11.6129 top1= 54.0064


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7892 top1= 62.4199


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=22.5308 top1= 52.6843

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.0198 top1= 99.7159

=== Log global consensus distance @ E37B0 ===
consensus_distance=1.830



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=7.291


[E37B10 |   4224/60000 (  7%) ] Loss: 0.0274 top1= 99.1477

=== Log global consensus distance @ E37B10 ===
consensus_distance=1.828



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=7.281


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.0382 top1= 99.1477

=== Log global consensus distance @ E37B20 ===
consensus_distance=1.824



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=7.267



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=11.8972 top1= 54.4972


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4224 top1= 56.0897


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=23.2096 top1= 52.7143

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.0196 top1= 99.4318

=== Log global consensus distance @ E38B0 ===
consensus_distance=1.833



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=7.302


[E38B10 |   4224/60000 (  7%) ] Loss: 0.0147 top1=100.0000

=== Log global consensus distance @ E38B10 ===
consensus_distance=1.786



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=7.114


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.0378 top1= 99.1477

=== Log global consensus distance @ E38B20 ===
consensus_distance=1.757



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=6.998



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=12.6338 top1= 54.3369


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3081 top1= 58.1430


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=23.8881 top1= 52.7344

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.0177 top1= 99.7159

=== Log global consensus distance @ E39B0 ===
consensus_distance=1.777



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=7.077


[E39B10 |   4224/60000 (  7%) ] Loss: 0.0267 top1= 99.4318

=== Log global consensus distance @ E39B10 ===
consensus_distance=1.760



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=7.010


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.0174 top1= 99.7159

=== Log global consensus distance @ E39B20 ===
consensus_distance=1.792



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=7.138



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=13.3816 top1= 54.0164


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0599 top1= 59.3049


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=24.5495 top1= 52.7945

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.0375 top1= 99.1477

=== Log global consensus distance @ E40B0 ===
consensus_distance=1.771



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=7.052


[E40B10 |   4224/60000 (  7%) ] Loss: 0.0328 top1= 98.8636

=== Log global consensus distance @ E40B10 ===
consensus_distance=1.800



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=7.170


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.0231 top1= 99.1477

=== Log global consensus distance @ E40B20 ===
consensus_distance=1.823



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=7.261



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=14.0231 top1= 53.5857


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7696 top1= 62.6002


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=25.2120 top1= 52.8546

Train epoch 41
[E41B0  |    384/60000 (  1%) ] Loss: 0.0195 top1=100.0000

=== Log global consensus distance @ E41B0 ===
consensus_distance=1.784



=== Log clique consensus distance @ E41B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=7.108


[E41B10 |   4224/60000 (  7%) ] Loss: 0.0341 top1= 98.2955

=== Log global consensus distance @ E41B10 ===
consensus_distance=1.843



=== Log clique consensus distance @ E41B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=7.344


[E41B20 |   8064/60000 ( 13%) ] Loss: 0.0326 top1= 98.8636

=== Log global consensus distance @ E41B20 ===
consensus_distance=1.887



=== Log clique consensus distance @ E41B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=7.521



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=13.6386 top1= 54.3470


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2623 top1= 58.8642


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=25.8670 top1= 52.9447

Train epoch 42
[E42B0  |    384/60000 (  1%) ] Loss: 0.0509 top1= 99.1477

=== Log global consensus distance @ E42B0 ===
consensus_distance=1.889



=== Log clique consensus distance @ E42B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=7.526


[E42B10 |   4224/60000 (  7%) ] Loss: 0.0181 top1= 99.4318

=== Log global consensus distance @ E42B10 ===
consensus_distance=1.966



=== Log clique consensus distance @ E42B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=7.835


[E42B20 |   8064/60000 ( 13%) ] Loss: 0.0386 top1= 98.5795

=== Log global consensus distance @ E42B20 ===
consensus_distance=1.916



=== Log clique consensus distance @ E42B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=7.634



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=13.8380 top1= 54.5272


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0249 top1= 56.6406


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=26.5579 top1= 53.0148

Train epoch 43
[E43B0  |    384/60000 (  1%) ] Loss: 0.0195 top1= 99.4318

=== Log global consensus distance @ E43B0 ===
consensus_distance=1.928



=== Log clique consensus distance @ E43B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=7.683


[E43B10 |   4224/60000 (  7%) ] Loss: 0.0149 top1= 99.7159

=== Log global consensus distance @ E43B10 ===
consensus_distance=1.939



=== Log clique consensus distance @ E43B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=7.728


[E43B20 |   8064/60000 ( 13%) ] Loss: 0.0358 top1= 98.8636

=== Log global consensus distance @ E43B20 ===
consensus_distance=1.939



=== Log clique consensus distance @ E43B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=7.729



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=14.2226 top1= 54.2969


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3843 top1= 63.1410


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=27.2760 top1= 53.0950

Train epoch 44
[E44B0  |    384/60000 (  1%) ] Loss: 0.0172 top1= 99.7159

=== Log global consensus distance @ E44B0 ===
consensus_distance=1.902



=== Log clique consensus distance @ E44B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=7.581


[E44B10 |   4224/60000 (  7%) ] Loss: 0.0891 top1= 96.3068

=== Log global consensus distance @ E44B10 ===
consensus_distance=1.929



=== Log clique consensus distance @ E44B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=7.687


[E44B20 |   8064/60000 ( 13%) ] Loss: 0.0324 top1= 98.5795

=== Log global consensus distance @ E44B20 ===
consensus_distance=2.060



=== Log clique consensus distance @ E44B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=8.213



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=14.0025 top1= 53.7560


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7445 top1= 56.8610


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=28.0125 top1= 53.1550

Train epoch 45
[E45B0  |    384/60000 (  1%) ] Loss: 0.0274 top1= 99.1477

=== Log global consensus distance @ E45B0 ===
consensus_distance=2.054



=== Log clique consensus distance @ E45B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=8.189


[E45B10 |   4224/60000 (  7%) ] Loss: 0.0321 top1= 99.1477

=== Log global consensus distance @ E45B10 ===
consensus_distance=2.071



=== Log clique consensus distance @ E45B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=8.257


[E45B20 |   8064/60000 ( 13%) ] Loss: 0.0539 top1= 97.7273

=== Log global consensus distance @ E45B20 ===
consensus_distance=2.060



=== Log clique consensus distance @ E45B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=8.212



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=14.4064 top1= 53.5457


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1491 top1= 57.2316


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=28.7771 top1= 53.1550

Train epoch 46
[E46B0  |    384/60000 (  1%) ] Loss: 0.0230 top1= 99.1477

=== Log global consensus distance @ E46B0 ===
consensus_distance=2.023



=== Log clique consensus distance @ E46B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=8.065


[E46B10 |   4224/60000 (  7%) ] Loss: 0.0340 top1= 98.8636

=== Log global consensus distance @ E46B10 ===
consensus_distance=2.079



=== Log clique consensus distance @ E46B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=8.288


[E46B20 |   8064/60000 ( 13%) ] Loss: 0.0301 top1= 98.8636

=== Log global consensus distance @ E46B20 ===
consensus_distance=2.067



=== Log clique consensus distance @ E46B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=8.240



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=14.5385 top1= 54.0865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7141 top1= 54.6474


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=29.5652 top1= 53.2752

Train epoch 47
[E47B0  |    384/60000 (  1%) ] Loss: 0.0196 top1= 99.7159

=== Log global consensus distance @ E47B0 ===
consensus_distance=2.070



=== Log clique consensus distance @ E47B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=8.251


[E47B10 |   4224/60000 (  7%) ] Loss: 0.0258 top1= 99.7159

=== Log global consensus distance @ E47B10 ===
consensus_distance=2.038



=== Log clique consensus distance @ E47B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=8.124


[E47B20 |   8064/60000 ( 13%) ] Loss: 0.0195 top1= 99.4318

=== Log global consensus distance @ E47B20 ===
consensus_distance=2.030



=== Log clique consensus distance @ E47B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=8.092



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=15.2531 top1= 54.1767


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7047 top1= 57.6923


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=30.3655 top1= 53.3554

Train epoch 48
[E48B0  |    384/60000 (  1%) ] Loss: 0.0226 top1= 98.8636

=== Log global consensus distance @ E48B0 ===
consensus_distance=2.036



=== Log clique consensus distance @ E48B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=8.116


[E48B10 |   4224/60000 (  7%) ] Loss: 0.0205 top1=100.0000

=== Log global consensus distance @ E48B10 ===
consensus_distance=1.981



=== Log clique consensus distance @ E48B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=7.898


[E48B20 |   8064/60000 ( 13%) ] Loss: 0.0237 top1= 99.1477

=== Log global consensus distance @ E48B20 ===
consensus_distance=1.993



=== Log clique consensus distance @ E48B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=7.946



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=16.2527 top1= 54.1867


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8622 top1= 57.4720


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=31.1598 top1= 53.3854

Train epoch 49
[E49B0  |    384/60000 (  1%) ] Loss: 0.0272 top1= 99.1477

=== Log global consensus distance @ E49B0 ===
consensus_distance=1.938



=== Log clique consensus distance @ E49B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=7.725


[E49B10 |   4224/60000 (  7%) ] Loss: 0.0282 top1= 99.1477

=== Log global consensus distance @ E49B10 ===
consensus_distance=1.954



=== Log clique consensus distance @ E49B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=7.788


[E49B20 |   8064/60000 ( 13%) ] Loss: 0.0178 top1= 99.7159

=== Log global consensus distance @ E49B20 ===
consensus_distance=1.953



=== Log clique consensus distance @ E49B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=7.782



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=17.0125 top1= 53.9864


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3083 top1= 54.7175


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=31.9439 top1= 53.4555

Train epoch 50
[E50B0  |    384/60000 (  1%) ] Loss: 0.0155 top1= 99.7159

=== Log global consensus distance @ E50B0 ===
consensus_distance=1.910



=== Log clique consensus distance @ E50B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=7.609


[E50B10 |   4224/60000 (  7%) ] Loss: 0.0363 top1= 98.8636

=== Log global consensus distance @ E50B10 ===
consensus_distance=1.917



=== Log clique consensus distance @ E50B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=7.640


[E50B20 |   8064/60000 ( 13%) ] Loss: 0.0169 top1= 99.7159

=== Log global consensus distance @ E50B20 ===
consensus_distance=1.925



=== Log clique consensus distance @ E50B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=7.669



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=17.5105 top1= 54.1967


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2114 top1= 55.7091


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=32.7204 top1= 53.4655

