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

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

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

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



=== Log global consensus distance @ E1B0 ===
consensus_distance=0.021



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



=== Log mixing matrix @ E1B0 ===
[[0.167 0.167 0.167 0.167 0.167 0.    0.    0.    0.    0.    0.167 0.   ]
 [0.167 0.233 0.2   0.2   0.2   0.    0.    0.    0.    0.    0.    0.   ]
 [0.167 0.2   0.233 0.2   0.2   0.    0.    0.    0.    0.    0.    0.   ]
 [0.167 0.2   0.2   0.233 0.2   0.    0.    0.    0.    0.    0.    0.   ]
 [0.167 0.2   0.2   0.2   0.233 0.    0.    0.    0.    0.    0.    0.   ]
 [0.    0.    0.    0.    0.    0.233 0.2   0.2   0.2   0.167 0.    0.   ]
 [0.    0.    0.    0.    0.    0.2   0.233 0.2   0.2   0.167 0.    0.   ]
 [0.    0.    0.    0.    0.    0.2   0.2   0.233 0.2   0.167 0.    0.   ]
 [0.    0.    0.    0.    0.    0.2   0.2   0.2   0.233 0.167 0.    0.   ]
 [0.    0.    0.    0.    0.    0.167 0.167 0.167 0.167 0.167 0.167 0.   ]
 [0.167 0.    0.    0.    0.    0.    0.    0.    0.    0.167 0.417 0.25 ]
 [0.    0.    0.    0.    0.    0.    0.    0.    0.    0.    0.25  0.75 ]]


[E 1B10 |   4224/60000 (  7%) ] Loss: 2.2605 top1= 22.1591

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.041



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.129


[E 1B20 |   8064/60000 ( 13%) ] Loss: 2.2001 top1= 35.5114

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.117



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.471



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.3036 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3109 top1= 11.3482


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3182 top1= 10.2865

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 2.1480 top1= 23.5795

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.221



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.935


[E 2B10 |   4224/60000 (  7%) ] Loss: 2.1184 top1= 22.7273

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.319



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=1.368


[E 2B20 |   8064/60000 ( 13%) ] Loss: 2.0951 top1= 24.4318

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.393



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=1.697



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.3063 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3274 top1= 11.3482


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3356 top1= 10.2865

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 2.0762 top1= 23.5795

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.446



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=1.931


[E 3B10 |   4224/60000 (  7%) ] Loss: 2.0736 top1= 22.7273

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.480



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=2.081


[E 3B20 |   8064/60000 ( 13%) ] Loss: 2.0655 top1= 24.4318

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.500



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=2.170



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.3082 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3348 top1= 11.3482


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3418 top1= 10.2865

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 2.0560 top1= 23.5795

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.514



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=2.234


[E 4B10 |   4224/60000 (  7%) ] Loss: 2.0591 top1= 22.7273

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.524



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=2.275


[E 4B20 |   8064/60000 ( 13%) ] Loss: 2.0516 top1= 24.4318

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.530



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=2.304



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.3094 top1= 11.3482


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3451 top1= 11.3482


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3444 top1= 10.2865

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 2.0350 top1= 23.5795

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.542



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=2.353


[E 5B10 |   4224/60000 (  7%) ] Loss: 2.0059 top1= 22.7273

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.566



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=2.456


[E 5B20 |   8064/60000 ( 13%) ] Loss: 1.8788 top1= 24.4318

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.636



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=2.748



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.3377 top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.5388 top1= 10.3165


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3536 top1= 10.2865

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 1.7650 top1= 30.6818

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.685



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=2.940


[E 6B10 |   4224/60000 (  7%) ] Loss: 1.7279 top1= 32.1023

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.602



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=2.562


[E 6B20 |   8064/60000 ( 13%) ] Loss: 1.5918 top1= 39.2045

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.529



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=2.223



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.4370 top1=  9.8157


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9743 top1= 19.0705


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5716 top1= 10.2865

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 1.4414 top1= 34.0909

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.489



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=2.022


[E 7B10 |   4224/60000 (  7%) ] Loss: 1.3247 top1= 42.6136

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.434



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.783


[E 7B20 |   8064/60000 ( 13%) ] Loss: 1.1110 top1= 55.3977

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.432



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=1.772



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.8138 top1= 10.5369


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.8036 top1= 30.2484


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.7388 top1= 19.3409

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.9992 top1= 57.9545

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.449



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=1.845


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.8719 top1= 63.0682

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.504



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=2.083


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.6794 top1= 74.4318

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.589



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=2.442



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0427 top1= 25.6510


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3177 top1= 40.4948


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.3458 top1= 30.7091

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.4565 top1= 84.6591

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.601



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=2.512


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.2920 top1= 92.0455

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.547



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=2.283


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.2809 top1= 91.7614

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.517



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=2.156



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5704 top1= 40.7151


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9456 top1= 40.1743


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.0117 top1= 39.5232

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.2883 top1= 91.4773

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.470



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.953


[E10B10 |   4224/60000 (  7%) ] Loss: 0.2274 top1= 94.0341

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.426



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.757


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.1943 top1= 94.0341

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.382



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=1.563



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2795 top1= 55.9996


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7958 top1= 41.9371


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4564 top1= 41.7067

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.1721 top1= 94.0341

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.345



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=1.405


[E11B10 |   4224/60000 (  7%) ] Loss: 0.1700 top1= 95.1705

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.319



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=1.291


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.1670 top1= 95.4545

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.298



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=1.198



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1410 top1= 59.4151


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6682 top1= 44.4912


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5086 top1= 40.8554

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.1780 top1= 93.1818

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.285



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=1.140


[E12B10 |   4224/60000 (  7%) ] Loss: 0.1561 top1= 95.7386

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.276



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=1.102


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.1432 top1= 96.3068

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.262



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=1.042



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0355 top1= 65.3245


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5817 top1= 45.2123


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2105 top1= 41.2159

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.1484 top1= 94.6023

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.258



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=1.022


[E13B10 |   4224/60000 (  7%) ] Loss: 0.1386 top1= 96.3068

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.251



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.989


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.1414 top1= 96.3068

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.241



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.946



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9952 top1= 66.1258


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5010 top1= 45.5529


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8620 top1= 44.2308

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.1353 top1= 96.3068

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.238



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.935


[E14B10 |   4224/60000 (  7%) ] Loss: 0.1300 top1= 95.4545

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.233



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.912


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.1516 top1= 95.1705

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.229



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.893



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9757 top1= 67.2276


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4520 top1= 46.0637


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6673 top1= 44.0805

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.1437 top1= 94.0341

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.231



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.902


[E15B10 |   4224/60000 (  7%) ] Loss: 0.1344 top1= 95.7386

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.228



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.891


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.1427 top1= 96.0227

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.225



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.873



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9393 top1= 70.5429


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4422 top1= 46.0737


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6925 top1= 42.9988

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.1634 top1= 93.7500

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.225



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.874


[E16B10 |   4224/60000 (  7%) ] Loss: 0.1345 top1= 95.1705

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.224



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.870


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.1379 top1= 96.8750

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.221



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.858



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9541 top1= 70.2825


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4331 top1= 46.6546


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7907 top1= 44.0104

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.1456 top1= 94.8864

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.220



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.851


[E17B10 |   4224/60000 (  7%) ] Loss: 0.1481 top1= 95.4545

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.222



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.859


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.1313 top1= 96.8750

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.223



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.864



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9576 top1= 71.1538


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4603 top1= 46.4944


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7667 top1= 44.0905

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.1367 top1= 94.8864

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.223



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.864


[E18B10 |   4224/60000 (  7%) ] Loss: 0.1416 top1= 95.1705

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.229



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.894


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.1377 top1= 96.8750

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.229



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.891



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9633 top1= 72.9567


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4151 top1= 46.7047


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6177 top1= 44.0104

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.1229 top1= 95.4545

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.230



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.896


[E19B10 |   4224/60000 (  7%) ] Loss: 0.1262 top1= 96.0227

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.237



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.927


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.1290 top1= 96.0227

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.232



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.904



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9202 top1= 69.2808


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3158 top1= 47.1054


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7345 top1= 45.4728

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.1099 top1= 96.8750

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.224



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.869


[E20B10 |   4224/60000 (  7%) ] Loss: 0.1067 top1= 98.0114

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.216



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.838


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.1450 top1= 96.0227

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.204



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.785



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9030 top1= 70.4026


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1231 top1= 47.4459


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6853 top1= 44.8017

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.1021 top1= 96.8750

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.201



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.769


[E21B10 |   4224/60000 (  7%) ] Loss: 0.1266 top1= 96.8750

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.203



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.777


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.1328 top1= 96.0227

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.202



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.776



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8789 top1= 71.4844


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1513 top1= 47.3758


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8153 top1= 44.4511

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.1046 top1= 96.3068

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.204



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.783


[E22B10 |   4224/60000 (  7%) ] Loss: 0.1435 top1= 96.3068

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.202



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.776


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.1268 top1= 96.5909

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.203



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.781



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8776 top1= 71.2540


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1054 top1= 47.7364


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7000 top1= 45.1122

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.1024 top1= 96.8750

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.207



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.795


[E23B10 |   4224/60000 (  7%) ] Loss: 0.1101 top1= 96.0227

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.208



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.803


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.1191 top1= 96.5909

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.202



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.773



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9106 top1= 70.0220


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2711 top1= 46.6246


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5426 top1= 44.5613

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.1206 top1= 96.5909

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.205



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.786


[E24B10 |   4224/60000 (  7%) ] Loss: 0.1112 top1= 96.8750

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.211



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.813


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.1177 top1= 97.1591

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.206



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.792



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8901 top1= 73.0669


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4194 top1= 46.6346


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5434 top1= 43.8201

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.1230 top1= 95.1705

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.204



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.780


[E25B10 |   4224/60000 (  7%) ] Loss: 0.1395 top1= 95.7386

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.218



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.840


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.1100 top1= 96.0227

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.222



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.858



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8656 top1= 75.6611


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5357 top1= 46.5144


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8077 top1= 44.6414

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.1112 top1= 95.1705

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.213



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.821


[E26B10 |   4224/60000 (  7%) ] Loss: 0.1137 top1= 97.1591

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.210



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.807


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.1085 top1= 96.3068

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.209



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.804



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8690 top1= 74.3690


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4321 top1= 47.2656


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6174 top1= 45.5629

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.0883 top1= 97.1591

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.203



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.777


[E27B10 |   4224/60000 (  7%) ] Loss: 0.1000 top1= 98.0114

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.200



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.764


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.1080 top1= 96.5909

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.197



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.751



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8575 top1= 73.8582


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3191 top1= 47.6062


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6599 top1= 45.3425

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.0863 top1= 97.4432

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.198



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.756


[E28B10 |   4224/60000 (  7%) ] Loss: 0.1006 top1= 97.4432

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.198



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.754


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.1180 top1= 96.0227

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.189



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.719



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8478 top1= 74.1086


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1274 top1= 48.1470


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7462 top1= 44.9018

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.0923 top1= 96.8750

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.196



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.748


[E29B10 |   4224/60000 (  7%) ] Loss: 0.1171 top1= 96.5909

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.210



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.807


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.1147 top1= 96.0227

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.204



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.785



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8624 top1= 72.2756


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2387 top1= 47.0353


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7185 top1= 44.3209

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.1249 top1= 95.7386

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.203



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.776


[E30B10 |   4224/60000 (  7%) ] Loss: 0.1038 top1= 97.1591

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.204



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.784


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.1153 top1= 96.0227

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.199



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.762



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8484 top1= 72.8065


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2683 top1= 47.8365


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6406 top1= 45.3025

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.0803 top1= 97.1591

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.197



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.751


[E31B10 |   4224/60000 (  7%) ] Loss: 0.1133 top1= 96.8750

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.195



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.742


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.1007 top1= 97.4432

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.193



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.732



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8528 top1= 73.1070


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1890 top1= 47.8966


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6593 top1= 44.6915

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.0804 top1= 97.1591

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.193



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.734


[E32B10 |   4224/60000 (  7%) ] Loss: 0.1127 top1= 96.3068

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.193



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.735


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.0996 top1= 97.7273

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.188



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.713



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8554 top1= 74.8598


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2602 top1= 47.3157


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6674 top1= 43.3093

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.0996 top1= 97.4432

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.191



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.724


[E33B10 |   4224/60000 (  7%) ] Loss: 0.1100 top1= 96.5909

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.197



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.750


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.1098 top1= 98.0114

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.194



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.737



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8501 top1= 74.6995


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1496 top1= 47.2656


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6662 top1= 44.2708

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.0931 top1= 97.7273

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.197



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.752


[E34B10 |   4224/60000 (  7%) ] Loss: 0.0987 top1= 97.7273

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.207



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.798


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.0986 top1= 97.1591

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.202



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.777



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8514 top1= 75.0200


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2359 top1= 47.5761


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5383 top1= 45.1923

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.0941 top1= 96.8750

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.200



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.763


[E35B10 |   4224/60000 (  7%) ] Loss: 0.1038 top1= 97.4432

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.205



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.788


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.1042 top1= 96.3068

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.200



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.767



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8436 top1= 71.7949


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2525 top1= 47.6863


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7118 top1= 45.1723

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.0788 top1= 98.8636

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.193



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.735


[E36B10 |   4224/60000 (  7%) ] Loss: 0.0981 top1= 98.0114

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.191



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.724


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.1063 top1= 96.3068

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.191



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.723



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8221 top1= 73.4675


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2734 top1= 47.3558


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8198 top1= 44.4010

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.0790 top1= 97.1591

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.190



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.720


[E37B10 |   4224/60000 (  7%) ] Loss: 0.1070 top1= 96.8750

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.185



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.697


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.0979 top1= 96.5909

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.185



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.698



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8274 top1= 74.6294


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2404 top1= 47.7364


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7850 top1= 44.0805

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.0855 top1= 97.1591

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.186



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.705


[E38B10 |   4224/60000 (  7%) ] Loss: 0.0958 top1= 96.8750

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.185



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.702


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.1091 top1= 96.5909

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.182



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.689



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8393 top1= 74.2688


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2077 top1= 47.8065


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6151 top1= 44.6615

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.0934 top1= 98.0114

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.186



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.705


[E39B10 |   4224/60000 (  7%) ] Loss: 0.1012 top1= 96.0227

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.190



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.721


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.0983 top1= 97.1591

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.185



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.702



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8135 top1= 75.6310


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1231 top1= 47.8966


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6494 top1= 44.6014

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.0884 top1= 96.8750

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.192



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.729


[E40B10 |   4224/60000 (  7%) ] Loss: 0.1096 top1= 96.8750

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.197



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.751


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.1013 top1= 97.1591

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.191



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.725



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8553 top1= 72.7764


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0820 top1= 47.7063


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5736 top1= 44.8618

Train epoch 41
[E41B0  |    384/60000 (  1%) ] Loss: 0.0981 top1= 97.7273

=== Log global consensus distance @ E41B0 ===
consensus_distance=0.198



=== Log clique consensus distance @ E41B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.755


[E41B10 |   4224/60000 (  7%) ] Loss: 0.1060 top1= 97.4432

=== Log global consensus distance @ E41B10 ===
consensus_distance=0.206



=== Log clique consensus distance @ E41B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.792


[E41B20 |   8064/60000 ( 13%) ] Loss: 0.0936 top1= 97.4432

=== Log global consensus distance @ E41B20 ===
consensus_distance=0.199



=== Log clique consensus distance @ E41B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.762



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8394 top1= 72.9567


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0972 top1= 47.6462


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6190 top1= 45.3826

Train epoch 42
[E42B0  |    384/60000 (  1%) ] Loss: 0.0863 top1= 97.7273

=== Log global consensus distance @ E42B0 ===
consensus_distance=0.198



=== Log clique consensus distance @ E42B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.755


[E42B10 |   4224/60000 (  7%) ] Loss: 0.1349 top1= 96.0227

=== Log global consensus distance @ E42B10 ===
consensus_distance=0.206



=== Log clique consensus distance @ E42B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.790


[E42B20 |   8064/60000 ( 13%) ] Loss: 0.1035 top1= 96.3068

=== Log global consensus distance @ E42B20 ===
consensus_distance=0.205



=== Log clique consensus distance @ E42B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.785



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8037 top1= 74.7796


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1375 top1= 47.8666


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7532 top1= 44.2308

Train epoch 43
[E43B0  |    384/60000 (  1%) ] Loss: 0.1079 top1= 96.3068

=== Log global consensus distance @ E43B0 ===
consensus_distance=0.199



=== Log clique consensus distance @ E43B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.760


[E43B10 |   4224/60000 (  7%) ] Loss: 0.1100 top1= 97.1591

=== Log global consensus distance @ E43B10 ===
consensus_distance=0.202



=== Log clique consensus distance @ E43B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.773


[E43B20 |   8064/60000 ( 13%) ] Loss: 0.1125 top1= 96.5909

=== Log global consensus distance @ E43B20 ===
consensus_distance=0.203



=== Log clique consensus distance @ E43B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.777



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8297 top1= 72.5160


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9983 top1= 48.2572


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6436 top1= 45.7232

Train epoch 44
[E44B0  |    384/60000 (  1%) ] Loss: 0.0777 top1= 97.7273

=== Log global consensus distance @ E44B0 ===
consensus_distance=0.208



=== Log clique consensus distance @ E44B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.796


[E44B10 |   4224/60000 (  7%) ] Loss: 0.1153 top1= 96.0227

=== Log global consensus distance @ E44B10 ===
consensus_distance=0.212



=== Log clique consensus distance @ E44B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.815


[E44B20 |   8064/60000 ( 13%) ] Loss: 0.1063 top1= 96.8750

=== Log global consensus distance @ E44B20 ===
consensus_distance=0.207



=== Log clique consensus distance @ E44B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.794



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8190 top1= 75.3606


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2042 top1= 47.4860


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5713 top1= 45.1723

Train epoch 45
[E45B0  |    384/60000 (  1%) ] Loss: 0.0959 top1= 96.3068

=== Log global consensus distance @ E45B0 ===
consensus_distance=0.209



=== Log clique consensus distance @ E45B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.801


[E45B10 |   4224/60000 (  7%) ] Loss: 0.0997 top1= 96.8750

=== Log global consensus distance @ E45B10 ===
consensus_distance=0.213



=== Log clique consensus distance @ E45B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.817


[E45B20 |   8064/60000 ( 13%) ] Loss: 0.1123 top1= 96.8750

=== Log global consensus distance @ E45B20 ===
consensus_distance=0.201



=== Log clique consensus distance @ E45B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.771



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8526 top1= 75.8313


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3406 top1= 46.5745


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6495 top1= 42.9387

Train epoch 46
[E46B0  |    384/60000 (  1%) ] Loss: 0.1270 top1= 95.1705

=== Log global consensus distance @ E46B0 ===
consensus_distance=0.200



=== Log clique consensus distance @ E46B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.763


[E46B10 |   4224/60000 (  7%) ] Loss: 0.1089 top1= 97.1591

=== Log global consensus distance @ E46B10 ===
consensus_distance=0.208



=== Log clique consensus distance @ E46B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.802


[E46B20 |   8064/60000 ( 13%) ] Loss: 0.0990 top1= 97.1591

=== Log global consensus distance @ E46B20 ===
consensus_distance=0.202



=== Log clique consensus distance @ E46B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.778



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8149 top1= 74.8698


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2021 top1= 46.9251


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6872 top1= 44.9820

Train epoch 47
[E47B0  |    384/60000 (  1%) ] Loss: 0.0706 top1= 98.5795

=== Log global consensus distance @ E47B0 ===
consensus_distance=0.192



=== Log clique consensus distance @ E47B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.730


[E47B10 |   4224/60000 (  7%) ] Loss: 0.0882 top1= 98.5795

=== Log global consensus distance @ E47B10 ===
consensus_distance=0.185



=== Log clique consensus distance @ E47B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.700


[E47B20 |   8064/60000 ( 13%) ] Loss: 0.1020 top1= 96.5909

=== Log global consensus distance @ E47B20 ===
consensus_distance=0.184



=== Log clique consensus distance @ E47B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.694



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8101 top1= 73.0469


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2982 top1= 47.0252


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6914 top1= 45.6330

Train epoch 48
[E48B0  |    384/60000 (  1%) ] Loss: 0.0741 top1= 98.8636

=== Log global consensus distance @ E48B0 ===
consensus_distance=0.181



=== Log clique consensus distance @ E48B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.684


[E48B10 |   4224/60000 (  7%) ] Loss: 0.0904 top1= 97.4432

=== Log global consensus distance @ E48B10 ===
consensus_distance=0.179



=== Log clique consensus distance @ E48B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.673


[E48B20 |   8064/60000 ( 13%) ] Loss: 0.0962 top1= 96.5909

=== Log global consensus distance @ E48B20 ===
consensus_distance=0.177



=== Log clique consensus distance @ E48B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.663



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8037 top1= 74.7897


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3605 top1= 46.7849


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7729 top1= 44.5212

Train epoch 49
[E49B0  |    384/60000 (  1%) ] Loss: 0.0853 top1= 98.0114

=== Log global consensus distance @ E49B0 ===
consensus_distance=0.176



=== Log clique consensus distance @ E49B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.662


[E49B10 |   4224/60000 (  7%) ] Loss: 0.0985 top1= 97.1591

=== Log global consensus distance @ E49B10 ===
consensus_distance=0.177



=== Log clique consensus distance @ E49B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.663


[E49B20 |   8064/60000 ( 13%) ] Loss: 0.0934 top1= 96.5909

=== Log global consensus distance @ E49B20 ===
consensus_distance=0.175



=== Log clique consensus distance @ E49B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.658



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8028 top1= 75.5409


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3264 top1= 47.1855


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6751 top1= 44.7316

Train epoch 50
[E50B0  |    384/60000 (  1%) ] Loss: 0.0785 top1= 98.2955

=== Log global consensus distance @ E50B0 ===
consensus_distance=0.176



=== Log clique consensus distance @ E50B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.660


[E50B10 |   4224/60000 (  7%) ] Loss: 0.0818 top1= 97.7273

=== Log global consensus distance @ E50B10 ===
consensus_distance=0.175



=== Log clique consensus distance @ E50B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.656


[E50B20 |   8064/60000 ( 13%) ] Loss: 0.0927 top1= 97.1591

=== Log global consensus distance @ E50B20 ===
consensus_distance=0.174



=== Log clique consensus distance @ E50B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.652



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8217 top1= 74.1587


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3914 top1= 47.4159


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6104 top1= 45.2925

