
=== 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: 0.4005 top1= 87.2159

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.454



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.017
clique2_consensus_distance=1.606


[E 1B20 |   8064/60000 ( 13%) ] Loss: 0.2044 top1= 94.3182

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.883



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=3.352



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7247 top1= 46.4343


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.4405 top1= 40.1242


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.4427 top1= 42.5982

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 0.1299 top1= 96.3068

=== Log global consensus distance @ E2B0 ===
consensus_distance=1.024



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=3.986


[E 2B10 |   4224/60000 (  7%) ] Loss: 0.1275 top1= 95.7386

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.980



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=3.900


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.1533 top1= 95.4545

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.886



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=3.576



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6569 top1= 38.8922


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9518 top1= 46.3141


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.5165 top1= 44.9820

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.0923 top1= 96.8750

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.795



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=3.204


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.0927 top1= 97.7273

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.752



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=3.001


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.0982 top1= 97.1591

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.721



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=2.862



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7526 top1= 43.0088


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.1765 top1= 47.2055


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.1599 top1= 44.8918

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.0966 top1= 96.8750

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.698



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=2.764


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.0770 top1= 98.0114

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.696



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=2.727


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.0881 top1= 97.4432

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.680



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=2.666



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7724 top1= 47.3658


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5911 top1= 49.3890


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.5548 top1= 44.7817

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.0407 top1= 99.1477

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.662



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=2.617


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.0497 top1= 98.2955

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.652



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=2.584


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.0833 top1= 97.7273

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.643



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=2.543



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0140 top1= 48.4275


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2711 top1= 52.1534


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.9550 top1= 44.7015

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.0247 top1= 99.7159

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.644



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=2.540


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.0420 top1= 98.0114

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.645



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=2.545


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.0463 top1= 98.5795

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.639



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=2.530



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1731 top1= 48.8882


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0045 top1= 55.5889


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.0601 top1= 43.4495

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.0314 top1= 99.1477

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.649



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=2.569


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.0359 top1= 99.1477

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.662



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=2.619


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.0409 top1= 98.5795

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.669



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=2.658



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2699 top1= 49.8898


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8879 top1= 57.8225


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.6986 top1= 45.7432

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.0574 top1= 98.5795

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.685



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=2.715


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.0274 top1= 98.8636

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.703



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=2.784


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.0294 top1= 99.1477

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.701



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=2.780



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2106 top1= 52.0333


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8952 top1= 57.5721


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.8381 top1= 46.5946

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.0208 top1= 99.7159

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.699



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=2.776


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.0137 top1=100.0000

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.696



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=2.765


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.0415 top1= 99.1477

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.698



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=2.771



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.3563 top1= 50.6811


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7224 top1= 59.2548


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.3714 top1= 45.8734

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.0225 top1= 99.4318

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.707



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=2.799


[E10B10 |   4224/60000 (  7%) ] Loss: 0.0339 top1= 99.4318

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.716



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=2.822


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.0529 top1= 98.5795

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.730



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=2.895



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2317 top1= 52.7644


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6936 top1= 58.3333


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.2852 top1= 47.8766

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.0387 top1= 98.8636

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.743



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=2.953


[E11B10 |   4224/60000 (  7%) ] Loss: 0.0185 top1=100.0000

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.735



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=2.922


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.0315 top1= 99.1477

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.734



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=2.913



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.5845 top1= 52.2536


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5676 top1= 61.1278


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.8547 top1= 47.5461

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.0180 top1= 99.4318

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.712



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=2.827


[E12B10 |   4224/60000 (  7%) ] Loss: 0.0481 top1= 99.1477

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.688



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=2.733


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.0194 top1= 99.7159

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.680



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=2.694



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.7297 top1= 53.2652


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4193 top1= 64.9740


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.0232 top1= 48.8381

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.0122 top1= 99.7159

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.668



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=2.653


[E13B10 |   4224/60000 (  7%) ] Loss: 0.0144 top1=100.0000

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.654



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=2.600


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.0163 top1= 99.7159

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.643



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=2.558



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.1464 top1= 53.0649


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4879 top1= 64.1426


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.4434 top1= 48.7079

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.0118 top1=100.0000

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.624



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=2.481


[E14B10 |   4224/60000 (  7%) ] Loss: 0.0122 top1=100.0000

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.606



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=2.409


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.0124 top1= 99.7159

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.612



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=2.431



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.5642 top1= 53.4255


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5258 top1= 64.4331


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.9552 top1= 49.4191

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.0111 top1=100.0000

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.609



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=2.422


[E15B10 |   4224/60000 (  7%) ] Loss: 0.0171 top1= 99.7159

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.599



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=2.383


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.0180 top1= 99.4318

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.615



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=2.443



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.9345 top1= 53.2752


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6160 top1= 64.0525


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.3460 top1= 50.2604

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.0161 top1=100.0000

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.621



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=2.469


[E16B10 |   4224/60000 (  7%) ] Loss: 0.0118 top1=100.0000

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.638



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=2.536


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.0136 top1=100.0000

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.657



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=2.614



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.1541 top1= 54.1166


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5946 top1= 65.2744


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.7463 top1= 51.0717

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.0179 top1= 99.1477

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.657



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=2.612


[E17B10 |   4224/60000 (  7%) ] Loss: 0.0112 top1=100.0000

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.671



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=2.669


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.0253 top1= 99.1477

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.704



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=2.800



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.3301 top1= 53.9163


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5304 top1= 65.1042


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=9.1624 top1= 51.5925

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.0095 top1=100.0000

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.714



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=2.840


[E18B10 |   4224/60000 (  7%) ] Loss: 0.0420 top1= 98.5795

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.735



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=2.925


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.0232 top1= 98.8636

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.805



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=3.206



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.2963 top1= 53.6558


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4106 top1= 67.6883


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=9.5818 top1= 51.7228

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.0127 top1= 99.4318

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.811



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=3.229


[E19B10 |   4224/60000 (  7%) ] Loss: 0.0115 top1= 99.7159

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.826



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=3.291


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.0198 top1= 99.4318

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.845



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=3.367



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.3651 top1= 54.0465


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6007 top1= 64.6835


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=10.0174 top1= 51.9331

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.0288 top1= 99.1477

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.860



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=3.427


[E20B10 |   4224/60000 (  7%) ] Loss: 0.0196 top1= 98.8636

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.865



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=3.449


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.0155 top1=100.0000

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.898



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=3.577



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.4666 top1= 53.9964


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6082 top1= 64.0725


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=10.4499 top1= 52.0433

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.0279 top1= 99.1477

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.915



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=3.649


[E21B10 |   4224/60000 (  7%) ] Loss: 0.0126 top1= 99.7159

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.919



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=3.664


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.0204 top1= 99.1477

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.928



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=3.699



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.8223 top1= 54.0565


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4336 top1= 66.6567


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=10.8852 top1= 52.1334

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.0215 top1= 99.1477

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.939



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=3.744


[E22B10 |   4224/60000 (  7%) ] Loss: 0.0133 top1= 99.7159

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.935



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=3.727


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.0227 top1= 99.1477

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.938



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=3.739



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.1651 top1= 53.9764


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4796 top1= 66.2260


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=11.3184 top1= 52.2236

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.0182 top1= 99.7159

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.947



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=3.776


[E23B10 |   4224/60000 (  7%) ] Loss: 0.0275 top1= 99.1477

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.954



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=3.806


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.0189 top1= 99.7159

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.988



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=3.942



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.0392 top1= 54.2969


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7270 top1= 63.3614


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=11.7419 top1= 52.3438

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.0138 top1= 99.4318

=== Log global consensus distance @ E24B0 ===
consensus_distance=1.013



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=4.042


[E24B10 |   4224/60000 (  7%) ] Loss: 0.0238 top1= 99.4318

=== Log global consensus distance @ E24B10 ===
consensus_distance=1.022



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=4.076


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.0225 top1= 99.4318

=== Log global consensus distance @ E24B20 ===
consensus_distance=1.037



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=4.136



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.4510 top1= 54.6975


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3918 top1= 67.1675


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=12.1779 top1= 52.4139

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.0189 top1= 99.4318

=== Log global consensus distance @ E25B0 ===
consensus_distance=1.038



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=4.140


[E25B10 |   4224/60000 (  7%) ] Loss: 0.0200 top1= 99.1477

=== Log global consensus distance @ E25B10 ===
consensus_distance=1.044



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=4.165


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.0148 top1= 99.7159

=== Log global consensus distance @ E25B20 ===
consensus_distance=1.109



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=4.429



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.5853 top1= 54.4872


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4343 top1= 64.9639


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=12.6158 top1= 52.5040

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.0109 top1=100.0000

=== Log global consensus distance @ E26B0 ===
consensus_distance=1.108



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=4.422


[E26B10 |   4224/60000 (  7%) ] Loss: 0.0321 top1= 98.5795

=== Log global consensus distance @ E26B10 ===
consensus_distance=1.127



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=4.499


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.0265 top1= 98.8636

=== Log global consensus distance @ E26B20 ===
consensus_distance=1.164



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=4.647



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.3891 top1= 54.7175


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6207 top1= 63.9423


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=13.0649 top1= 52.5942

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.0106 top1= 99.7159

=== Log global consensus distance @ E27B0 ===
consensus_distance=1.185



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=4.733


[E27B10 |   4224/60000 (  7%) ] Loss: 0.0160 top1=100.0000

=== Log global consensus distance @ E27B10 ===
consensus_distance=1.168



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=4.663


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.0108 top1=100.0000

=== Log global consensus distance @ E27B20 ===
consensus_distance=1.162



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=4.640



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.9976 top1= 54.6775


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4622 top1= 66.6667


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=13.5247 top1= 52.7043

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.0093 top1=100.0000

=== Log global consensus distance @ E28B0 ===
consensus_distance=1.163



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=4.644


[E28B10 |   4224/60000 (  7%) ] Loss: 0.0103 top1= 99.7159

=== Log global consensus distance @ E28B10 ===
consensus_distance=1.142



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=4.558


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.0274 top1= 99.4318

=== Log global consensus distance @ E28B20 ===
consensus_distance=1.152



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=4.599



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.4095 top1= 54.3369


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7231 top1= 63.1410


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=13.9717 top1= 52.8646

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.0095 top1=100.0000

=== Log global consensus distance @ E29B0 ===
consensus_distance=1.159



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=4.626


[E29B10 |   4224/60000 (  7%) ] Loss: 0.0140 top1=100.0000

=== Log global consensus distance @ E29B10 ===
consensus_distance=1.152



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=4.597


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.0123 top1= 99.7159

=== Log global consensus distance @ E29B20 ===
consensus_distance=1.148



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=4.582



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.8513 top1= 54.7376


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5505 top1= 67.4780


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=14.4105 top1= 52.9447

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.0098 top1=100.0000

=== Log global consensus distance @ E30B0 ===
consensus_distance=1.159



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=4.628


[E30B10 |   4224/60000 (  7%) ] Loss: 0.0128 top1= 99.7159

=== Log global consensus distance @ E30B10 ===
consensus_distance=1.147



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=4.578


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.0248 top1= 99.1477

=== Log global consensus distance @ E30B20 ===
consensus_distance=1.149



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=4.588



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=7.4136 top1= 54.6174


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6289 top1= 65.5349


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=14.8354 top1= 52.9948

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.0280 top1= 98.8636

=== Log global consensus distance @ E31B0 ===
consensus_distance=1.155



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=4.610


[E31B10 |   4224/60000 (  7%) ] Loss: 0.0215 top1= 99.1477

=== Log global consensus distance @ E31B10 ===
consensus_distance=1.174



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=4.689


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.0161 top1= 99.7159

=== Log global consensus distance @ E31B20 ===
consensus_distance=1.225



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=4.893



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=7.4523 top1= 54.4571


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9929 top1= 62.9808


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=15.2605 top1= 53.0449

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.0105 top1=100.0000

=== Log global consensus distance @ E32B0 ===
consensus_distance=1.229



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=4.909


[E32B10 |   4224/60000 (  7%) ] Loss: 0.0108 top1=100.0000

=== Log global consensus distance @ E32B10 ===
consensus_distance=1.216



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=4.855


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.0164 top1= 99.7159

=== Log global consensus distance @ E32B20 ===
consensus_distance=1.285



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=5.135



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=7.6343 top1= 53.6058


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2885 top1= 62.3297


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=15.6813 top1= 53.1250

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.0093 top1=100.0000

=== Log global consensus distance @ E33B0 ===
consensus_distance=1.280



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=5.111


[E33B10 |   4224/60000 (  7%) ] Loss: 0.0369 top1= 98.8636

=== Log global consensus distance @ E33B10 ===
consensus_distance=1.321



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=5.279


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.0189 top1= 99.1477

=== Log global consensus distance @ E33B20 ===
consensus_distance=1.352



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=5.402



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=7.4601 top1= 54.8377


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3190 top1= 60.1562


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=16.1114 top1= 53.2652

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.0120 top1= 99.7159

=== Log global consensus distance @ E34B0 ===
consensus_distance=1.419



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=5.673


[E34B10 |   4224/60000 (  7%) ] Loss: 0.0124 top1=100.0000

=== Log global consensus distance @ E34B10 ===
consensus_distance=1.415



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=5.655


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.0265 top1= 99.1477

=== Log global consensus distance @ E34B20 ===
consensus_distance=1.452



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=5.804



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=7.4644 top1= 54.7576


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7571 top1= 65.6550


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=16.5594 top1= 53.3454

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.0288 top1= 98.8636

=== Log global consensus distance @ E35B0 ===
consensus_distance=1.478



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=5.908


[E35B10 |   4224/60000 (  7%) ] Loss: 0.0158 top1= 99.4318

=== Log global consensus distance @ E35B10 ===
consensus_distance=1.547



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=6.184


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.0144 top1= 99.7159

=== Log global consensus distance @ E35B20 ===
consensus_distance=1.629



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=6.515



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=7.0797 top1= 54.1867


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8026 top1= 61.6987


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=17.0381 top1= 53.4054

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.0082 top1=100.0000

=== Log global consensus distance @ E36B0 ===
consensus_distance=1.661



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=6.642


[E36B10 |   4224/60000 (  7%) ] Loss: 0.0137 top1=100.0000

=== Log global consensus distance @ E36B10 ===
consensus_distance=1.656



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=6.624


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.0190 top1= 99.7159

=== Log global consensus distance @ E36B20 ===
consensus_distance=1.646



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=6.583



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=7.5717 top1= 54.7175


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4820 top1= 65.0841


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=17.5367 top1= 53.4155

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.0124 top1= 99.7159

=== Log global consensus distance @ E37B0 ===
consensus_distance=1.627



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=6.505


[E37B10 |   4224/60000 (  7%) ] Loss: 0.0138 top1= 99.7159

=== Log global consensus distance @ E37B10 ===
consensus_distance=1.582



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=6.326


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.0161 top1= 99.7159

=== Log global consensus distance @ E37B20 ===
consensus_distance=1.564



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=6.252



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=8.3771 top1= 54.6274


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7095 top1= 64.8337


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=18.0242 top1= 53.5056

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.0088 top1=100.0000

=== Log global consensus distance @ E38B0 ===
consensus_distance=1.544



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=6.172


[E38B10 |   4224/60000 (  7%) ] Loss: 0.0188 top1= 99.7159

=== Log global consensus distance @ E38B10 ===
consensus_distance=1.505



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=6.016


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.0145 top1= 99.7159

=== Log global consensus distance @ E38B20 ===
consensus_distance=1.499



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=5.991



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=9.0144 top1= 54.4972


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9199 top1= 62.9307


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=18.4904 top1= 53.5657

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.0088 top1=100.0000

=== Log global consensus distance @ E39B0 ===
consensus_distance=1.495



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=5.979


[E39B10 |   4224/60000 (  7%) ] Loss: 0.0114 top1=100.0000

=== Log global consensus distance @ E39B10 ===
consensus_distance=1.469



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=5.871


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.0131 top1= 99.7159

=== Log global consensus distance @ E39B20 ===
consensus_distance=1.453



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=5.807



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=9.6149 top1= 54.6675


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2521 top1= 62.5000


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=18.9405 top1= 53.5958

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.0075 top1= 99.7159

=== Log global consensus distance @ E40B0 ===
consensus_distance=1.483



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=5.929


[E40B10 |   4224/60000 (  7%) ] Loss: 0.0129 top1=100.0000

=== Log global consensus distance @ E40B10 ===
consensus_distance=1.484



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=5.933


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.0169 top1= 99.7159

=== Log global consensus distance @ E40B20 ===
consensus_distance=1.500



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=5.999



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=9.9794 top1= 54.1967


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8793 top1= 65.5048


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=19.3805 top1= 53.6058

Train epoch 41
[E41B0  |    384/60000 (  1%) ] Loss: 0.0214 top1= 99.7159

=== Log global consensus distance @ E41B0 ===
consensus_distance=1.550



=== Log clique consensus distance @ E41B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=6.197


[E41B10 |   4224/60000 (  7%) ] Loss: 0.0593 top1= 97.1591

=== Log global consensus distance @ E41B10 ===
consensus_distance=1.635



=== Log clique consensus distance @ E41B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=6.540


[E41B20 |   8064/60000 ( 13%) ] Loss: 0.0645 top1= 97.7273

=== Log global consensus distance @ E41B20 ===
consensus_distance=1.745



=== Log clique consensus distance @ E41B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=6.982



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=9.2598 top1= 53.8862


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9906 top1= 64.9740


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=19.8258 top1= 53.6458

Train epoch 42
[E42B0  |    384/60000 (  1%) ] Loss: 0.0480 top1= 97.4432

=== Log global consensus distance @ E42B0 ===
consensus_distance=1.792



=== Log clique consensus distance @ E42B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=7.169


[E42B10 |   4224/60000 (  7%) ] Loss: 0.0215 top1= 99.7159

=== Log global consensus distance @ E42B10 ===
consensus_distance=1.878



=== Log clique consensus distance @ E42B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=7.515


[E42B20 |   8064/60000 ( 13%) ] Loss: 0.0237 top1= 99.4318

=== Log global consensus distance @ E42B20 ===
consensus_distance=1.921



=== Log clique consensus distance @ E42B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=7.689



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=8.7606 top1= 54.5673


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3446 top1= 58.1831


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=20.3183 top1= 53.6558

Train epoch 43
[E43B0  |    384/60000 (  1%) ] Loss: 0.0068 top1= 99.7159

=== Log global consensus distance @ E43B0 ===
consensus_distance=1.950



=== Log clique consensus distance @ E43B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=7.805


[E43B10 |   4224/60000 (  7%) ] Loss: 0.0144 top1= 99.7159

=== Log global consensus distance @ E43B10 ===
consensus_distance=1.907



=== Log clique consensus distance @ E43B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=7.631


[E43B20 |   8064/60000 ( 13%) ] Loss: 0.0233 top1= 99.4318

=== Log global consensus distance @ E43B20 ===
consensus_distance=1.862



=== Log clique consensus distance @ E43B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=7.450



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=9.6734 top1= 54.6274


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7852 top1= 62.9307


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=20.8254 top1= 53.7660

Train epoch 44
[E44B0  |    384/60000 (  1%) ] Loss: 0.0202 top1= 99.1477

=== Log global consensus distance @ E44B0 ===
consensus_distance=1.856



=== Log clique consensus distance @ E44B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=7.429


[E44B10 |   4224/60000 (  7%) ] Loss: 0.0112 top1= 99.7159

=== Log global consensus distance @ E44B10 ===
consensus_distance=1.829



=== Log clique consensus distance @ E44B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=7.318


[E44B20 |   8064/60000 ( 13%) ] Loss: 0.0116 top1= 99.7159

=== Log global consensus distance @ E44B20 ===
consensus_distance=1.834



=== Log clique consensus distance @ E44B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=7.338



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=10.2881 top1= 54.2969


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0906 top1= 61.4383


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=21.3206 top1= 53.7961

Train epoch 45
[E45B0  |    384/60000 (  1%) ] Loss: 0.0057 top1=100.0000

=== Log global consensus distance @ E45B0 ===
consensus_distance=1.809



=== Log clique consensus distance @ E45B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=7.239


[E45B10 |   4224/60000 (  7%) ] Loss: 0.0249 top1= 99.4318

=== Log global consensus distance @ E45B10 ===
consensus_distance=1.778



=== Log clique consensus distance @ E45B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=7.112


[E45B20 |   8064/60000 ( 13%) ] Loss: 0.0150 top1= 99.4318

=== Log global consensus distance @ E45B20 ===
consensus_distance=1.792



=== Log clique consensus distance @ E45B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=7.169



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=10.6900 top1= 54.6875


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9479 top1= 63.9022


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=21.8038 top1= 53.8061

Train epoch 46
[E46B0  |    384/60000 (  1%) ] Loss: 0.0133 top1= 99.4318

=== Log global consensus distance @ E46B0 ===
consensus_distance=1.810



=== Log clique consensus distance @ E46B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=7.240


[E46B10 |   4224/60000 (  7%) ] Loss: 0.0106 top1=100.0000

=== Log global consensus distance @ E46B10 ===
consensus_distance=1.794



=== Log clique consensus distance @ E46B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=7.178


[E46B20 |   8064/60000 ( 13%) ] Loss: 0.0204 top1= 99.7159

=== Log global consensus distance @ E46B20 ===
consensus_distance=1.777



=== Log clique consensus distance @ E46B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=7.108



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=11.3003 top1= 54.6074


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7673 top1= 64.9940


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=22.2778 top1= 53.8562

Train epoch 47
[E47B0  |    384/60000 (  1%) ] Loss: 0.0064 top1=100.0000

=== Log global consensus distance @ E47B0 ===
consensus_distance=1.836



=== Log clique consensus distance @ E47B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=7.348


[E47B10 |   4224/60000 (  7%) ] Loss: 0.0367 top1= 99.1477

=== Log global consensus distance @ E47B10 ===
consensus_distance=1.950



=== Log clique consensus distance @ E47B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=7.805


[E47B20 |   8064/60000 ( 13%) ] Loss: 0.0245 top1= 99.1477

=== Log global consensus distance @ E47B20 ===
consensus_distance=2.045



=== Log clique consensus distance @ E47B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=8.185



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=10.2877 top1= 54.2468


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5463 top1= 58.9343


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=22.7601 top1= 53.8662

Train epoch 48
[E48B0  |    384/60000 (  1%) ] Loss: 0.0363 top1= 98.2955

=== Log global consensus distance @ E48B0 ===
consensus_distance=2.040



=== Log clique consensus distance @ E48B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=8.165


[E48B10 |   4224/60000 (  7%) ] Loss: 0.0240 top1= 99.4318

=== Log global consensus distance @ E48B10 ===
consensus_distance=2.020



=== Log clique consensus distance @ E48B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=8.084


[E48B20 |   8064/60000 ( 13%) ] Loss: 0.0194 top1= 99.4318

=== Log global consensus distance @ E48B20 ===
consensus_distance=2.009



=== Log clique consensus distance @ E48B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=8.041



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=11.1414 top1= 54.4471


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1056 top1= 61.4383


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=23.2608 top1= 53.8662

Train epoch 49
[E49B0  |    384/60000 (  1%) ] Loss: 0.0080 top1=100.0000

=== Log global consensus distance @ E49B0 ===
consensus_distance=2.007



=== Log clique consensus distance @ E49B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=8.034


[E49B10 |   4224/60000 (  7%) ] Loss: 0.0083 top1=100.0000

=== Log global consensus distance @ E49B10 ===
consensus_distance=1.979



=== Log clique consensus distance @ E49B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=7.920


[E49B20 |   8064/60000 ( 13%) ] Loss: 0.0130 top1= 99.7159

=== Log global consensus distance @ E49B20 ===
consensus_distance=1.956



=== Log clique consensus distance @ E49B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=7.830



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=12.0631 top1= 54.3069


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8460 top1= 63.1911


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=23.7508 top1= 53.8562

Train epoch 50
[E50B0  |    384/60000 (  1%) ] Loss: 0.0101 top1=100.0000

=== Log global consensus distance @ E50B0 ===
consensus_distance=1.946



=== Log clique consensus distance @ E50B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=7.788


[E50B10 |   4224/60000 (  7%) ] Loss: 0.0135 top1= 99.4318

=== Log global consensus distance @ E50B10 ===
consensus_distance=1.956



=== Log clique consensus distance @ E50B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=7.830


[E50B20 |   8064/60000 ( 13%) ] Loss: 0.0127 top1= 99.7159

=== Log global consensus distance @ E50B20 ===
consensus_distance=1.958



=== Log clique consensus distance @ E50B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=7.838



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=12.7410 top1= 54.6575


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0206 top1= 62.9708


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=24.2243 top1= 53.9062

