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

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

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

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



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



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



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


[E 1B10 |   4224/60000 (  7%) ] Loss: 0.6952 top1= 77.5568

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.402



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=1.487


[E 1B20 |   8064/60000 ( 13%) ] Loss: 0.2368 top1= 93.1818

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.758



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=3.042



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3843 top1= 51.7728


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.4887 top1= 41.3061


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.5322 top1= 40.9756

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 0.1451 top1= 95.1705

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.717



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=2.919


[E 2B10 |   4224/60000 (  7%) ] Loss: 0.1403 top1= 94.8864

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.573



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=2.313


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.1667 top1= 96.0227

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.456



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.807



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1013 top1= 62.2997


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7869 top1= 46.4844


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6455 top1= 44.7817

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.1109 top1= 96.5909

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.382



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.492


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.1015 top1= 97.7273

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.348



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.345


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.1076 top1= 96.8750

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.318



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.219



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9715 top1= 67.9587


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6056 top1= 51.2220


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5026 top1= 44.5212

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.0710 top1= 98.0114

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.300



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.144


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.0864 top1= 97.1591

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.296



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.112


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.1123 top1= 96.3068

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.283



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.065



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8851 top1= 71.7248


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3485 top1= 52.8846


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3406 top1= 44.5813

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.0567 top1= 99.1477

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.279



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.042


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.0656 top1= 98.2955

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.276



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.031


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.0868 top1= 97.1591

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.264



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.984



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8277 top1= 74.6294


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2418 top1= 53.8361


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1109 top1= 44.7817

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.0562 top1= 98.5795

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.258



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.966


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.0594 top1= 98.2955

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.259



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.964


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.0672 top1= 98.0114

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.246



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.919



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8042 top1= 75.0100


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1940 top1= 54.7877


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0764 top1= 45.1322

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.0434 top1= 99.7159

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.245



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.916


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.0436 top1= 98.8636

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.248



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.921


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.0622 top1= 98.2955

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.239



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.889



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8086 top1= 74.7897


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1650 top1= 55.1883


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0691 top1= 45.2424

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.0443 top1= 99.7159

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.241



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.900


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.0427 top1= 98.8636

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.247



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.919


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.0602 top1= 98.2955

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.237



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.879



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8400 top1= 73.4175


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1771 top1= 54.9279


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0930 top1= 45.4327

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.0452 top1= 99.4318

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.241



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.900


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.0439 top1= 98.8636

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.248



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.924


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.0646 top1= 98.0114

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.240



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.891



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8702 top1= 72.2857


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1763 top1= 55.0781


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1185 top1= 45.5929

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.0456 top1= 99.7159

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.242



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.903


[E10B10 |   4224/60000 (  7%) ] Loss: 0.0412 top1= 99.1477

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.249



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.926


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.0620 top1= 98.2955

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.242



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.900



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8911 top1= 71.8450


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1698 top1= 55.0781


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1783 top1= 45.3726

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.0438 top1=100.0000

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.245



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.915


[E11B10 |   4224/60000 (  7%) ] Loss: 0.0407 top1= 98.8636

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.250



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.929


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.0609 top1= 98.2955

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.242



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.898



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9059 top1= 71.2841


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1823 top1= 55.1482


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1932 top1= 45.3225

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.0409 top1= 99.7159

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.245



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.913


[E12B10 |   4224/60000 (  7%) ] Loss: 0.0426 top1= 98.5795

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.251



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.934


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.0626 top1= 98.0114

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.242



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.902



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9181 top1= 70.8333


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1949 top1= 55.2985


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1877 top1= 45.3225

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.0406 top1= 99.7159

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.244



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.912


[E13B10 |   4224/60000 (  7%) ] Loss: 0.0415 top1= 98.5795

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.250



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.931


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.0597 top1= 98.2955

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.243



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.905



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9212 top1= 70.9335


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2104 top1= 55.2885


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2050 top1= 45.2624

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.0405 top1=100.0000

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.245



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.918


[E14B10 |   4224/60000 (  7%) ] Loss: 0.0431 top1= 98.8636

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.251



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.933


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.0604 top1= 98.2955

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.244



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.907



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9475 top1= 70.2023


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2066 top1= 55.0781


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2279 top1= 45.3626

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.0413 top1= 99.7159

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.246



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.919


[E15B10 |   4224/60000 (  7%) ] Loss: 0.0410 top1= 98.5795

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.251



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.937


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.0600 top1= 98.2955

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.243



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.905



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9466 top1= 70.1823


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2352 top1= 55.1182


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2113 top1= 45.4327

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.0406 top1= 99.7159

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.245



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.916


[E16B10 |   4224/60000 (  7%) ] Loss: 0.0412 top1= 99.1477

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.250



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.932


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.0581 top1= 98.2955

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.244



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.907



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9614 top1= 69.7015


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2231 top1= 55.3986


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2425 top1= 45.4427

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.0403 top1= 99.7159

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.244



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.914


[E17B10 |   4224/60000 (  7%) ] Loss: 0.0416 top1= 98.5795

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.249



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.927


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.0601 top1= 98.5795

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.242



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.900



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9646 top1= 69.9018


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2317 top1= 55.1482


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2546 top1= 45.4828

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.0421 top1= 99.7159

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.245



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.916


[E18B10 |   4224/60000 (  7%) ] Loss: 0.0423 top1= 98.8636

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.250



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.933


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.0608 top1= 98.0114

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.243



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.906



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9667 top1= 69.8117


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2377 top1= 54.9679


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2463 top1= 45.5028

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.0420 top1= 99.7159

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.245



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.918


[E19B10 |   4224/60000 (  7%) ] Loss: 0.0412 top1= 99.1477

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.251



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.937


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.0603 top1= 98.5795

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.244



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.910



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9637 top1= 69.8417


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2270 top1= 55.1082


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2530 top1= 45.4427

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.0395 top1= 99.7159

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.245



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.916


[E20B10 |   4224/60000 (  7%) ] Loss: 0.0408 top1= 99.1477

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.249



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.929


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.0583 top1= 98.5795

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.243



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.906



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9650 top1= 69.7716


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2158 top1= 55.3385


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2899 top1= 45.4026

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.0395 top1= 99.7159

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.246



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.920


[E21B10 |   4224/60000 (  7%) ] Loss: 0.0430 top1= 98.8636

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.250



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.932


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.0615 top1= 98.5795

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



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.904



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9644 top1= 70.0220


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2294 top1= 55.0581


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2691 top1= 45.3926

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.0446 top1= 99.4318

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.246



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.921


[E22B10 |   4224/60000 (  7%) ] Loss: 0.0414 top1= 98.5795

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.252



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.941


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.0623 top1= 98.2955

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.245



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.913



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9734 top1= 69.9018


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2084 top1= 54.9479


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2768 top1= 45.4327

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.0413 top1= 99.7159

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.245



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.918


[E23B10 |   4224/60000 (  7%) ] Loss: 0.0413 top1= 99.1477

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.251



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.938


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.0570 top1= 98.5795

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.246



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.916



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9626 top1= 69.9519


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2196 top1= 55.1883


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2992 top1= 45.4227

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.0379 top1= 99.7159

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.246



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.922


[E24B10 |   4224/60000 (  7%) ] Loss: 0.0424 top1= 98.2955

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.249



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.930


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.0588 top1= 98.5795

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.244



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.907



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9674 top1= 69.7917


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2057 top1= 55.2584


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2978 top1= 45.4327

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.0414 top1= 99.7159

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.246



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.922


[E25B10 |   4224/60000 (  7%) ] Loss: 0.0437 top1= 98.5795

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.251



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.938


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.0623 top1= 98.2955

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.244



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.911



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9731 top1= 70.0621


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2147 top1= 54.8277


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2804 top1= 45.4928

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.0453 top1= 99.4318

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.246



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.922


[E26B10 |   4224/60000 (  7%) ] Loss: 0.0415 top1= 99.1477

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.253



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.946


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.0610 top1= 98.2955

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.246



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.919



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9605 top1= 70.2123


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2170 top1= 55.0881


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3060 top1= 45.4026

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.0392 top1= 99.7159

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.246



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.920


[E27B10 |   4224/60000 (  7%) ] Loss: 0.0413 top1= 99.1477

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.251



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.934


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.0571 top1= 98.5795

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.246



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.917



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9690 top1= 69.7917


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1797 top1= 55.5589


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3249 top1= 45.4928

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.0383 top1= 99.7159

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.247



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.926


[E28B10 |   4224/60000 (  7%) ] Loss: 0.0448 top1= 98.8636

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.251



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.935


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.0617 top1= 98.2955

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.244



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.908



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9639 top1= 70.3425


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2150 top1= 55.0581


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3086 top1= 45.4327

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.0466 top1= 99.1477

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.247



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.924


[E29B10 |   4224/60000 (  7%) ] Loss: 0.0404 top1= 98.5795

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.254



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.948


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.0613 top1= 98.2955

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.246



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.919



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9699 top1= 70.1122


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2091 top1= 54.9179


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2976 top1= 45.4928

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.0392 top1= 99.7159

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.246



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.921


[E30B10 |   4224/60000 (  7%) ] Loss: 0.0414 top1= 99.1477

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.252



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.939


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.0565 top1= 98.5795

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.247



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.922



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9707 top1= 69.8117


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1941 top1= 55.3385


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3501 top1= 45.5228

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.0394 top1= 99.7159

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.247



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.925


[E31B10 |   4224/60000 (  7%) ] Loss: 0.0437 top1= 98.5795

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.250



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.933


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.0606 top1= 98.5795

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.244



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.909



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9652 top1= 70.2624


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1906 top1= 55.2083


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3315 top1= 45.4327

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.0406 top1= 99.7159

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.247



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.925


[E32B10 |   4224/60000 (  7%) ] Loss: 0.0464 top1= 98.2955

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.252



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.941


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.0610 top1= 98.0114

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.246



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.920



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9833 top1= 69.9820


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2048 top1= 54.9079


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3216 top1= 45.5329

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.0465 top1= 99.4318

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.247



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.925


[E33B10 |   4224/60000 (  7%) ] Loss: 0.0427 top1= 98.8636

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.254



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.950


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.0594 top1= 98.5795

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.248



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.926



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9562 top1= 70.3526


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2137 top1= 55.0982


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3373 top1= 45.4627

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.0377 top1= 99.7159

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.247



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.926


[E34B10 |   4224/60000 (  7%) ] Loss: 0.0411 top1= 99.1477

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.251



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.936


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.0572 top1= 98.5795

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.246



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.920



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9724 top1= 69.7917


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1659 top1= 55.4788


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3482 top1= 45.5228

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.0392 top1= 99.7159

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.247



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.928


[E35B10 |   4224/60000 (  7%) ] Loss: 0.0461 top1= 98.8636

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.251



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.938


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.0594 top1= 98.5795

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.244



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.912



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9649 top1= 70.4327


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1942 top1= 54.9980


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3320 top1= 45.5228

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.0466 top1= 99.1477

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.247



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.926


[E36B10 |   4224/60000 (  7%) ] Loss: 0.0422 top1= 98.5795

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.254



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.951


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.0636 top1= 98.0114

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.247



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.924



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9690 top1= 70.2825


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1898 top1= 54.9079


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3344 top1= 45.5128

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.0397 top1= 99.7159

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.246



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.921


[E37B10 |   4224/60000 (  7%) ] Loss: 0.0418 top1= 99.1477

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.251



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.938


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.0558 top1= 98.5795

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.248



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.925



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9657 top1= 70.1122


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1836 top1= 55.4187


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3566 top1= 45.5529

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.0385 top1= 99.4318

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.248



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.929


[E38B10 |   4224/60000 (  7%) ] Loss: 0.0428 top1= 98.2955

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.250



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.932


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.0590 top1= 98.5795

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.244



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.910



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9646 top1= 70.4127


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2013 top1= 55.2684


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3552 top1= 45.5228

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.0415 top1= 99.1477

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.247



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.926


[E39B10 |   4224/60000 (  7%) ] Loss: 0.0435 top1= 98.8636

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.252



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.942


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.0609 top1= 98.0114

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.245



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.916



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9763 top1= 70.2624


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2052 top1= 54.7977


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3363 top1= 45.5228

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.0438 top1= 99.4318

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.246



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.921


[E40B10 |   4224/60000 (  7%) ] Loss: 0.0441 top1= 98.8636

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.253



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.945


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.0605 top1= 98.2955

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.247



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.925



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9625 top1= 70.2023


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2105 top1= 55.2083


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3525 top1= 45.5128

Train epoch 41
[E41B0  |    384/60000 (  1%) ] Loss: 0.0393 top1= 99.7159

=== Log global consensus distance @ E41B0 ===
consensus_distance=0.246



=== Log clique consensus distance @ E41B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.922


[E41B10 |   4224/60000 (  7%) ] Loss: 0.0410 top1= 99.1477

=== Log global consensus distance @ E41B10 ===
consensus_distance=0.250



=== Log clique consensus distance @ E41B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.931


[E41B20 |   8064/60000 ( 13%) ] Loss: 0.0554 top1= 98.5795

=== Log global consensus distance @ E41B20 ===
consensus_distance=0.246



=== Log clique consensus distance @ E41B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.918



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9654 top1= 70.2424


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1783 top1= 55.5088


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3904 top1= 45.5028

Train epoch 42
[E42B0  |    384/60000 (  1%) ] Loss: 0.0383 top1= 99.7159

=== Log global consensus distance @ E42B0 ===
consensus_distance=0.247



=== Log clique consensus distance @ E42B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.928


[E42B10 |   4224/60000 (  7%) ] Loss: 0.0480 top1= 98.0114

=== Log global consensus distance @ E42B10 ===
consensus_distance=0.252



=== Log clique consensus distance @ E42B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.939


[E42B20 |   8064/60000 ( 13%) ] Loss: 0.0591 top1= 98.5795

=== Log global consensus distance @ E42B20 ===
consensus_distance=0.247



=== Log clique consensus distance @ E42B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.922



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9561 top1= 70.8133


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1758 top1= 54.9679


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3527 top1= 45.5429

Train epoch 43
[E43B0  |    384/60000 (  1%) ] Loss: 0.0499 top1= 99.1477

=== Log global consensus distance @ E43B0 ===
consensus_distance=0.249



=== Log clique consensus distance @ E43B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.936


[E43B10 |   4224/60000 (  7%) ] Loss: 0.0456 top1= 98.5795

=== Log global consensus distance @ E43B10 ===
consensus_distance=0.257



=== Log clique consensus distance @ E43B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.962


[E43B20 |   8064/60000 ( 13%) ] Loss: 0.0655 top1= 98.0114

=== Log global consensus distance @ E43B20 ===
consensus_distance=0.248



=== Log clique consensus distance @ E43B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.930



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9629 top1= 70.5629


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1808 top1= 55.0581


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3375 top1= 45.5629

Train epoch 44
[E44B0  |    384/60000 (  1%) ] Loss: 0.0392 top1= 99.7159

=== Log global consensus distance @ E44B0 ===
consensus_distance=0.247



=== Log clique consensus distance @ E44B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.925


[E44B10 |   4224/60000 (  7%) ] Loss: 0.0405 top1= 99.1477

=== Log global consensus distance @ E44B10 ===
consensus_distance=0.251



=== Log clique consensus distance @ E44B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.937


[E44B20 |   8064/60000 ( 13%) ] Loss: 0.0565 top1= 98.5795

=== Log global consensus distance @ E44B20 ===
consensus_distance=0.247



=== Log clique consensus distance @ E44B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.925



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9550 top1= 70.4527


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1612 top1= 55.4587


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3752 top1= 45.4728

Train epoch 45
[E45B0  |    384/60000 (  1%) ] Loss: 0.0391 top1=100.0000

=== Log global consensus distance @ E45B0 ===
consensus_distance=0.247



=== Log clique consensus distance @ E45B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.928


[E45B10 |   4224/60000 (  7%) ] Loss: 0.0431 top1= 98.8636

=== Log global consensus distance @ E45B10 ===
consensus_distance=0.251



=== Log clique consensus distance @ E45B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.936


[E45B20 |   8064/60000 ( 13%) ] Loss: 0.0577 top1= 98.5795

=== Log global consensus distance @ E45B20 ===
consensus_distance=0.245



=== Log clique consensus distance @ E45B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.914



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9509 top1= 71.0437


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2048 top1= 54.9379


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4004 top1= 45.5128

Train epoch 46
[E46B0  |    384/60000 (  1%) ] Loss: 0.0435 top1= 99.4318

=== Log global consensus distance @ E46B0 ===
consensus_distance=0.247



=== Log clique consensus distance @ E46B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.927


[E46B10 |   4224/60000 (  7%) ] Loss: 0.0454 top1= 98.2955

=== Log global consensus distance @ E46B10 ===
consensus_distance=0.253



=== Log clique consensus distance @ E46B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.944


[E46B20 |   8064/60000 ( 13%) ] Loss: 0.0606 top1= 98.0114

=== Log global consensus distance @ E46B20 ===
consensus_distance=0.246



=== Log clique consensus distance @ E46B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.920



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9809 top1= 70.1022


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2017 top1= 54.8778


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3405 top1= 45.6731

Train epoch 47
[E47B0  |    384/60000 (  1%) ] Loss: 0.0421 top1= 99.7159

=== Log global consensus distance @ E47B0 ===
consensus_distance=0.246



=== Log clique consensus distance @ E47B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.919


[E47B10 |   4224/60000 (  7%) ] Loss: 0.0428 top1= 98.8636

=== Log global consensus distance @ E47B10 ===
consensus_distance=0.252



=== Log clique consensus distance @ E47B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.940


[E47B20 |   8064/60000 ( 13%) ] Loss: 0.0606 top1= 98.2955

=== Log global consensus distance @ E47B20 ===
consensus_distance=0.247



=== Log clique consensus distance @ E47B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.924



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9722 top1= 69.8818


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2044 top1= 55.2584


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3578 top1= 45.5329

Train epoch 48
[E48B0  |    384/60000 (  1%) ] Loss: 0.0397 top1= 99.7159

=== Log global consensus distance @ E48B0 ===
consensus_distance=0.246



=== Log clique consensus distance @ E48B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.922


[E48B10 |   4224/60000 (  7%) ] Loss: 0.0422 top1= 98.5795

=== Log global consensus distance @ E48B10 ===
consensus_distance=0.249



=== Log clique consensus distance @ E48B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.931


[E48B20 |   8064/60000 ( 13%) ] Loss: 0.0576 top1= 98.5795

=== Log global consensus distance @ E48B20 ===
consensus_distance=0.245



=== Log clique consensus distance @ E48B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.916



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9661 top1= 70.3325


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1828 top1= 55.3886


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4107 top1= 45.5329

Train epoch 49
[E49B0  |    384/60000 (  1%) ] Loss: 0.0398 top1=100.0000

=== Log global consensus distance @ E49B0 ===
consensus_distance=0.247



=== Log clique consensus distance @ E49B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.926


[E49B10 |   4224/60000 (  7%) ] Loss: 0.0462 top1= 98.8636

=== Log global consensus distance @ E49B10 ===
consensus_distance=0.251



=== Log clique consensus distance @ E49B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.938


[E49B20 |   8064/60000 ( 13%) ] Loss: 0.0555 top1= 99.1477

=== Log global consensus distance @ E49B20 ===
consensus_distance=0.247



=== Log clique consensus distance @ E49B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.921



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9661 top1= 70.6731


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1835 top1= 54.9479


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3879 top1= 45.5529

Train epoch 50
[E50B0  |    384/60000 (  1%) ] Loss: 0.0452 top1= 99.1477

=== Log global consensus distance @ E50B0 ===
consensus_distance=0.248



=== Log clique consensus distance @ E50B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.932


[E50B10 |   4224/60000 (  7%) ] Loss: 0.0495 top1= 98.2955

=== Log global consensus distance @ E50B10 ===
consensus_distance=0.255



=== Log clique consensus distance @ E50B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.956


[E50B20 |   8064/60000 ( 13%) ] Loss: 0.0643 top1= 98.2955

=== Log global consensus distance @ E50B20 ===
consensus_distance=0.249



=== Log clique consensus distance @ E50B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.932



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9627 top1= 70.4728


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1913 top1= 54.9679


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3631 top1= 45.6430

