
=== 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 0.567 0.1  ]
 [0.    0.    0.    0.    0.    0.    0.    0.    0.    0.    0.1   0.9  ]]


[E 1B10 |   4224/60000 (  7%) ] Loss: 0.6820 top1= 77.8409

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.370



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.459


[E 1B20 |   8064/60000 ( 13%) ] Loss: 0.2505 top1= 93.1818

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.706



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=2.937



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3273 top1= 59.7857


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.1655 top1= 40.8353


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.0585 top1= 40.7953

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 0.1493 top1= 95.1705

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.661



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=2.789


[E 2B10 |   4224/60000 (  7%) ] Loss: 0.1459 top1= 95.1705

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.519



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=2.179


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.1512 top1= 96.3068

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.400



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.666



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9650 top1= 64.8638


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7282 top1= 47.5761


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7165 top1= 44.9720

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.1287 top1= 95.4545

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.322



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=1.338


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.1480 top1= 95.1705

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.285



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=1.167


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.1345 top1= 96.5909

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.253



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=1.020



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7036 top1= 75.6110


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3164 top1= 49.6795


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0206 top1= 45.2724

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.0605 top1= 98.8636

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.226



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.917


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.0773 top1= 97.1591

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.215



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.866


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.0890 top1= 96.8750

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.201



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.814



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5771 top1= 80.7392


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2380 top1= 53.9463


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9513 top1= 44.3710

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.0466 top1= 98.8636

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.192



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.779


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.0628 top1= 98.0114

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.182



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.736


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.0730 top1= 97.7273

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.173



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.692



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5327 top1= 82.6022


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9585 top1= 56.3802


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5406 top1= 45.7632

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.0465 top1= 98.8636

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.170



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.681


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.0444 top1= 98.5795

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.171



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.684


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.0680 top1= 97.4432

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.160



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.640



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4984 top1= 83.1831


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9042 top1= 57.1815


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5150 top1= 46.5845

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.0418 top1= 99.1477

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.159



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.636


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.0234 top1=100.0000

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.162



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.643


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.0441 top1= 98.8636

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.157



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.623



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4665 top1= 84.2147


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0108 top1= 57.8626


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4439 top1= 49.9599

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.0299 top1= 99.4318

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.158



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.631


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.0340 top1= 99.4318

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.157



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.619


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.0568 top1= 98.8636

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.154



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.609



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4338 top1= 86.2179


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7231 top1= 59.7055


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4683 top1= 50.2003

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.0333 top1= 98.8636

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.156



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.625


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.0375 top1= 99.1477

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.155



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.617


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.0403 top1= 98.5795

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.148



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.590



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4783 top1= 84.5653


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4834 top1= 62.8506


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6532 top1= 49.4992

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.0286 top1= 99.7159

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.141



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.562


[E10B10 |   4224/60000 (  7%) ] Loss: 0.0236 top1= 99.4318

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.134



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.533


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.0253 top1= 99.4318

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.126



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.497



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4585 top1= 85.2264


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4338 top1= 63.3514


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3526 top1= 52.2536

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.0184 top1= 99.7159

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.118



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.466


[E11B10 |   4224/60000 (  7%) ] Loss: 0.0267 top1= 99.4318

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.108



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.421


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.0217 top1= 99.7159

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.105



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.403



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5035 top1= 84.2949


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3753 top1= 64.3029


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0773 top1= 54.0064

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.0375 top1= 98.8636

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.104



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.401


[E12B10 |   4224/60000 (  7%) ] Loss: 0.0273 top1= 99.1477

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.102



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.394


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.0170 top1= 99.7159

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.102



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.395



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4524 top1= 85.8373


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4361 top1= 63.5417


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1063 top1= 54.5573

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.0145 top1=100.0000

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.095



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.368


[E13B10 |   4224/60000 (  7%) ] Loss: 0.0143 top1= 99.7159

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.090



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.350


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.0167 top1= 99.7159

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.085



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.329



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4586 top1= 85.8574


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4809 top1= 63.1310


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0106 top1= 55.7392

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.0132 top1=100.0000

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.085



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.327


[E14B10 |   4224/60000 (  7%) ] Loss: 0.0136 top1=100.0000

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.082



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.313


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.0118 top1=100.0000

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.080



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.304



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4493 top1= 86.0577


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4485 top1= 63.8522


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9422 top1= 56.8009

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.0093 top1=100.0000

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.080



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.306


[E15B10 |   4224/60000 (  7%) ] Loss: 0.0217 top1= 99.7159

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.080



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.305


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.0132 top1= 99.7159

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.079



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.303



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4487 top1= 86.1278


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5439 top1= 63.0609


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0004 top1= 56.4203

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.0094 top1=100.0000

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.080



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.305


[E16B10 |   4224/60000 (  7%) ] Loss: 0.0093 top1=100.0000

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.077



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.292


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.0150 top1= 99.7159

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.077



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.294



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4458 top1= 86.1378


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5274 top1= 62.8205


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0381 top1= 56.3902

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.0099 top1=100.0000

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.077



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.294


[E17B10 |   4224/60000 (  7%) ] Loss: 0.0111 top1=100.0000

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.075



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.284


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.0156 top1= 99.7159

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.079



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.302



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4631 top1= 85.8974


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4593 top1= 63.2011


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0684 top1= 56.0196

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.0186 top1= 99.7159

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.082



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.313


[E18B10 |   4224/60000 (  7%) ] Loss: 0.0113 top1=100.0000

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.079



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.300


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.0121 top1=100.0000

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.078



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.297



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4552 top1= 86.0877


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4559 top1= 63.2612


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0633 top1= 56.2099

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.0109 top1=100.0000

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.079



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.304


[E19B10 |   4224/60000 (  7%) ] Loss: 0.0093 top1=100.0000

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.085



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.329


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.0205 top1= 99.4318

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.087



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.334



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4814 top1= 85.2965


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4115 top1= 64.4030


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0598 top1= 56.0497

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.0108 top1=100.0000

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.085



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.327


[E20B10 |   4224/60000 (  7%) ] Loss: 0.0148 top1= 99.7159

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.081



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.312


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.0137 top1= 99.4318

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.080



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.303



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4656 top1= 85.6971


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4280 top1= 64.3029


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0227 top1= 56.4804

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.0101 top1=100.0000

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.077



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.296


[E21B10 |   4224/60000 (  7%) ] Loss: 0.0094 top1=100.0000

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.075



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.285


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.0143 top1=100.0000

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.076



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.287



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4652 top1= 85.7772


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4690 top1= 63.5517


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0501 top1= 56.1398

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.0123 top1=100.0000

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.076



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.291


[E22B10 |   4224/60000 (  7%) ] Loss: 0.0110 top1=100.0000

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.075



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.286


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.0121 top1=100.0000

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.076



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.287



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4537 top1= 86.0477


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5233 top1= 63.1611


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0474 top1= 56.1098

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.0093 top1=100.0000

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.077



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.295


[E23B10 |   4224/60000 (  7%) ] Loss: 0.0327 top1= 99.4318

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.080



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.304


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.0128 top1= 99.7159

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.080



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.306



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4771 top1= 85.4567


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4986 top1= 64.0525


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0640 top1= 56.0797

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.0098 top1=100.0000

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.079



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.300


[E24B10 |   4224/60000 (  7%) ] Loss: 0.0102 top1=100.0000

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.074



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.282


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.0218 top1= 99.4318

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.076



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.287



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4553 top1= 86.0877


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5304 top1= 62.7404


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0855 top1= 55.9295

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.0114 top1=100.0000

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.077



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.295


[E25B10 |   4224/60000 (  7%) ] Loss: 0.0103 top1=100.0000

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.074



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.281


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.0134 top1= 99.7159

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.075



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.285



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4772 top1= 85.5569


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4662 top1= 63.2913


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0666 top1= 55.9696

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.0153 top1= 99.7159

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.076



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.289


[E26B10 |   4224/60000 (  7%) ] Loss: 0.0102 top1=100.0000

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.076



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.289


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.0125 top1=100.0000

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.076



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.288



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4563 top1= 86.0176


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4988 top1= 63.4115


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0746 top1= 55.9896

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.0082 top1=100.0000

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.078



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.296


[E27B10 |   4224/60000 (  7%) ] Loss: 0.0234 top1= 99.4318

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.079



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.303


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.0118 top1=100.0000

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.078



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.298



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4806 top1= 85.4367


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4338 top1= 65.1843


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0454 top1= 56.0296

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.0091 top1=100.0000

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.077



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.293


[E28B10 |   4224/60000 (  7%) ] Loss: 0.0100 top1=100.0000

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.074



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.280


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.0231 top1= 99.4318

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.076



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.287



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4583 top1= 86.0477


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5060 top1= 63.0409


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0850 top1= 55.9295

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.0125 top1=100.0000

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.078



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.296


[E29B10 |   4224/60000 (  7%) ] Loss: 0.0098 top1=100.0000

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.075



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.284


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.0114 top1=100.0000

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.075



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.285



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4683 top1= 85.6571


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5443 top1= 62.6603


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0734 top1= 55.7993

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.0147 top1= 99.7159

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.077



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.293


[E30B10 |   4224/60000 (  7%) ] Loss: 0.0124 top1=100.0000

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.078



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.296


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.0150 top1= 99.7159

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.078



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.294



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4729 top1= 85.6871


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4633 top1= 64.1326


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0784 top1= 55.9295

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.0086 top1=100.0000

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.078



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.297


[E31B10 |   4224/60000 (  7%) ] Loss: 0.0107 top1=100.0000

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.076



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.287


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.0138 top1= 99.7159

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.075



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.282



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4791 top1= 85.5769


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4521 top1= 64.3329


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0652 top1= 55.9996

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.0101 top1=100.0000

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.075



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.285


[E32B10 |   4224/60000 (  7%) ] Loss: 0.0110 top1=100.0000

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.074



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.280


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.0163 top1= 99.7159

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.076



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.288



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4575 top1= 86.0677


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4987 top1= 63.6118


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1064 top1= 55.7091

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.0117 top1=100.0000

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.078



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.299


[E33B10 |   4224/60000 (  7%) ] Loss: 0.0099 top1=100.0000

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.075



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.285


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.0152 top1= 99.7159

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.076



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.287



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4667 top1= 85.7472


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5095 top1= 63.1410


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0735 top1= 55.8694

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.0113 top1=100.0000

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.077



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.295


[E34B10 |   4224/60000 (  7%) ] Loss: 0.0238 top1= 99.4318

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.078



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.297


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.0137 top1= 99.7159

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.080



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.304



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4754 top1= 85.6971


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5172 top1= 63.8722


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0872 top1= 55.8794

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.0097 top1=100.0000

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.079



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.303


[E35B10 |   4224/60000 (  7%) ] Loss: 0.0108 top1=100.0000

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.076



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.289


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.0108 top1=100.0000

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.076



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.289



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4747 top1= 85.6270


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4944 top1= 63.4415


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0655 top1= 55.9696

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.0104 top1=100.0000

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.076



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.288


[E36B10 |   4224/60000 (  7%) ] Loss: 0.0097 top1=100.0000

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.072



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.272


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.0234 top1= 99.7159

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.076



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.286



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4573 top1= 86.1679


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5202 top1= 63.1210


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1131 top1= 55.6991

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.0153 top1= 99.7159

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.078



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.298


[E37B10 |   4224/60000 (  7%) ] Loss: 0.0106 top1=100.0000

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.075



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.286


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.0122 top1= 99.7159

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.075



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.286



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4772 top1= 85.5970


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4383 top1= 64.1727


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0819 top1= 55.7893

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.0105 top1=100.0000

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.076



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.290


[E38B10 |   4224/60000 (  7%) ] Loss: 0.0189 top1= 99.7159

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.078



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.298


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.0129 top1= 99.7159

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.080



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.303



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4790 top1= 85.5769


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5014 top1= 64.1326


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1067 top1= 55.7893

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.0094 top1=100.0000

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.079



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.300


[E39B10 |   4224/60000 (  7%) ] Loss: 0.0101 top1=100.0000

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.075



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.284


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.0167 top1= 99.4318

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.073



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.277



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4700 top1= 85.7372


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5571 top1= 62.8005


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0876 top1= 55.8393

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.0121 top1=100.0000

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.076



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.287


[E40B10 |   4224/60000 (  7%) ] Loss: 0.0100 top1=100.0000

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.072



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.272


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.0136 top1= 99.7159

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.074



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.278



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4763 top1= 85.7071


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5043 top1= 63.1811


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1117 top1= 55.6490

Train epoch 41
[E41B0  |    384/60000 (  1%) ] Loss: 0.0162 top1= 99.4318

=== Log global consensus distance @ E41B0 ===
consensus_distance=0.075



=== Log clique consensus distance @ E41B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.285


[E41B10 |   4224/60000 (  7%) ] Loss: 0.0099 top1=100.0000

=== Log global consensus distance @ E41B10 ===
consensus_distance=0.075



=== Log clique consensus distance @ E41B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.284


[E41B20 |   8064/60000 ( 13%) ] Loss: 0.0126 top1=100.0000

=== Log global consensus distance @ E41B20 ===
consensus_distance=0.074



=== Log clique consensus distance @ E41B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.281



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4741 top1= 85.6671


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5422 top1= 63.2712


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0952 top1= 55.6891

Train epoch 42
[E42B0  |    384/60000 (  1%) ] Loss: 0.0083 top1=100.0000

=== Log global consensus distance @ E42B0 ===
consensus_distance=0.076



=== Log clique consensus distance @ E42B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.290


[E42B10 |   4224/60000 (  7%) ] Loss: 0.0300 top1= 99.7159

=== Log global consensus distance @ E42B10 ===
consensus_distance=0.077



=== Log clique consensus distance @ E42B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.294


[E42B20 |   8064/60000 ( 13%) ] Loss: 0.0113 top1=100.0000

=== Log global consensus distance @ E42B20 ===
consensus_distance=0.077



=== Log clique consensus distance @ E42B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.292



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4739 top1= 85.7672


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4582 top1= 64.7336


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1123 top1= 55.7792

Train epoch 43
[E43B0  |    384/60000 (  1%) ] Loss: 0.0089 top1=100.0000

=== Log global consensus distance @ E43B0 ===
consensus_distance=0.076



=== Log clique consensus distance @ E43B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.290


[E43B10 |   4224/60000 (  7%) ] Loss: 0.0096 top1=100.0000

=== Log global consensus distance @ E43B10 ===
consensus_distance=0.073



=== Log clique consensus distance @ E43B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.276


[E43B20 |   8064/60000 ( 13%) ] Loss: 0.0191 top1= 99.7159

=== Log global consensus distance @ E43B20 ===
consensus_distance=0.075



=== Log clique consensus distance @ E43B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.283



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4702 top1= 85.8273


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5183 top1= 63.2512


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0933 top1= 55.7993

Train epoch 44
[E44B0  |    384/60000 (  1%) ] Loss: 0.0123 top1=100.0000

=== Log global consensus distance @ E44B0 ===
consensus_distance=0.077



=== Log clique consensus distance @ E44B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.293


[E44B10 |   4224/60000 (  7%) ] Loss: 0.0102 top1=100.0000

=== Log global consensus distance @ E44B10 ===
consensus_distance=0.074



=== Log clique consensus distance @ E44B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.279


[E44B20 |   8064/60000 ( 13%) ] Loss: 0.0121 top1=100.0000

=== Log global consensus distance @ E44B20 ===
consensus_distance=0.075



=== Log clique consensus distance @ E44B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.283



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4729 top1= 85.8073


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5311 top1= 62.9507


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1292 top1= 55.5188

Train epoch 45
[E45B0  |    384/60000 (  1%) ] Loss: 0.0181 top1= 99.1477

=== Log global consensus distance @ E45B0 ===
consensus_distance=0.077



=== Log clique consensus distance @ E45B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.292


[E45B10 |   4224/60000 (  7%) ] Loss: 0.0098 top1=100.0000

=== Log global consensus distance @ E45B10 ===
consensus_distance=0.076



=== Log clique consensus distance @ E45B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.289


[E45B20 |   8064/60000 ( 13%) ] Loss: 0.0132 top1=100.0000

=== Log global consensus distance @ E45B20 ===
consensus_distance=0.075



=== Log clique consensus distance @ E45B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.283



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4817 top1= 85.5869


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4632 top1= 63.9924


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1011 top1= 55.6991

Train epoch 46
[E46B0  |    384/60000 (  1%) ] Loss: 0.0090 top1=100.0000

=== Log global consensus distance @ E46B0 ===
consensus_distance=0.076



=== Log clique consensus distance @ E46B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.288


[E46B10 |   4224/60000 (  7%) ] Loss: 0.0218 top1= 99.7159

=== Log global consensus distance @ E46B10 ===
consensus_distance=0.075



=== Log clique consensus distance @ E46B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.284


[E46B20 |   8064/60000 ( 13%) ] Loss: 0.0118 top1= 99.7159

=== Log global consensus distance @ E46B20 ===
consensus_distance=0.076



=== Log clique consensus distance @ E46B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.288



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4751 top1= 85.8674


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4869 top1= 64.4231


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1282 top1= 55.5188

Train epoch 47
[E47B0  |    384/60000 (  1%) ] Loss: 0.0086 top1=100.0000

=== Log global consensus distance @ E47B0 ===
consensus_distance=0.076



=== Log clique consensus distance @ E47B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.288


[E47B10 |   4224/60000 (  7%) ] Loss: 0.0100 top1=100.0000

=== Log global consensus distance @ E47B10 ===
consensus_distance=0.074



=== Log clique consensus distance @ E47B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.278


[E47B20 |   8064/60000 ( 13%) ] Loss: 0.0152 top1= 99.7159

=== Log global consensus distance @ E47B20 ===
consensus_distance=0.074



=== Log clique consensus distance @ E47B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.280



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4677 top1= 85.9575


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5630 top1= 63.1711


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1031 top1= 55.6390

Train epoch 48
[E48B0  |    384/60000 (  1%) ] Loss: 0.0108 top1=100.0000

=== Log global consensus distance @ E48B0 ===
consensus_distance=0.077



=== Log clique consensus distance @ E48B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.294


[E48B10 |   4224/60000 (  7%) ] Loss: 0.0099 top1=100.0000

=== Log global consensus distance @ E48B10 ===
consensus_distance=0.073



=== Log clique consensus distance @ E48B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.277


[E48B20 |   8064/60000 ( 13%) ] Loss: 0.0172 top1= 99.7159

=== Log global consensus distance @ E48B20 ===
consensus_distance=0.075



=== Log clique consensus distance @ E48B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.282



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4761 top1= 85.7772


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5221 top1= 62.8205


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1362 top1= 55.4287

Train epoch 49
[E49B0  |    384/60000 (  1%) ] Loss: 0.0250 top1= 99.1477

=== Log global consensus distance @ E49B0 ===
consensus_distance=0.078



=== Log clique consensus distance @ E49B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.297


[E49B10 |   4224/60000 (  7%) ] Loss: 0.0090 top1=100.0000

=== Log global consensus distance @ E49B10 ===
consensus_distance=0.077



=== Log clique consensus distance @ E49B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.293


[E49B20 |   8064/60000 ( 13%) ] Loss: 0.0109 top1=100.0000

=== Log global consensus distance @ E49B20 ===
consensus_distance=0.074



=== Log clique consensus distance @ E49B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.282



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4645 top1= 85.9175


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5813 top1= 62.5601


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1120 top1= 55.5389

Train epoch 50
[E50B0  |    384/60000 (  1%) ] Loss: 0.0083 top1=100.0000

=== Log global consensus distance @ E50B0 ===
consensus_distance=0.078



=== Log clique consensus distance @ E50B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.297


[E50B10 |   4224/60000 (  7%) ] Loss: 0.0145 top1= 99.7159

=== Log global consensus distance @ E50B10 ===
consensus_distance=0.084



=== Log clique consensus distance @ E50B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.323


[E50B20 |   8064/60000 ( 13%) ] Loss: 0.0180 top1= 99.4318

=== Log global consensus distance @ E50B20 ===
consensus_distance=0.087



=== Log clique consensus distance @ E50B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.333



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4748 top1= 85.6671


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4216 top1= 64.5733


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1062 top1= 55.8293

