
=== 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=0.003



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


[E 1B10 |   4224/60000 (  7%) ] Loss: 2.0754 top1= 41.7614

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.037



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.032


[E 1B20 |   8064/60000 ( 13%) ] Loss: 1.7198 top1= 50.2841

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.064



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.143



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1290 top1= 32.2416


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5830 top1= 38.3714


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3860 top1= 33.9042

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 1.3133 top1= 67.3295

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.095



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.275


[E 2B10 |   4224/60000 (  7%) ] Loss: 1.0377 top1= 75.0000

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.116



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.367


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.8054 top1= 82.3864

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.126



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.411



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6867 top1= 60.6871


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7259 top1= 39.2127


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7212 top1= 35.2764

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.5803 top1= 89.4886

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.130



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.428


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.5101 top1= 88.6364

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.126



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.413


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.4595 top1= 89.2045

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.119



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.382



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2950 top1= 71.3542


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2940 top1= 39.7536


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5079 top1= 38.1210

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.3365 top1= 92.0455

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.111



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.350


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.3608 top1= 91.4773

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.103



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.314


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.3541 top1= 90.9091

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.095



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.279



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1090 top1= 73.7480


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0418 top1= 41.2760


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3167 top1= 40.5248

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.2708 top1= 92.8977

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.089



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.254


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.3111 top1= 92.3295

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.084



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.232


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.3094 top1= 92.6136

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.079



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.212



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0171 top1= 75.0801


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8945 top1= 43.9503


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1994 top1= 41.3061

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.2435 top1= 93.4659

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.076



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.199


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.2872 top1= 93.1818

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.074



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.188


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.2866 top1= 92.8977

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.071



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.177



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9719 top1= 75.6711


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8123 top1= 45.3025


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1330 top1= 41.9671

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.2303 top1= 94.3182

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.070



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.171


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.2747 top1= 94.3182

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.069



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.166


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.2750 top1= 93.7500

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.067



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.160



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9535 top1= 75.7913


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7639 top1= 45.8433


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0938 top1= 42.2075

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.2247 top1= 94.0341

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.067



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.157


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.2696 top1= 94.3182

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.066



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.155


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.2708 top1= 93.7500

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.065



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.151



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9549 top1= 75.7812


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7395 top1= 46.0938


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0748 top1= 42.1675

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.2243 top1= 94.3182

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.065



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.151


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.2696 top1= 94.6023

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.065



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.151


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.2718 top1= 94.3182

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.065



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.149



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9712 top1= 75.5809


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7314 top1= 46.0136


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0714 top1= 42.0272

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.2280 top1= 94.8864

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.065



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.151


[E10B10 |   4224/60000 (  7%) ] Loss: 0.2739 top1= 94.0341

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.065



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.152


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.2773 top1= 94.6023

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.065



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.152



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0000 top1= 75.0401


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7368 top1= 45.5629


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0813 top1= 41.8970

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.2357 top1= 94.6023

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.066



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.154


[E11B10 |   4224/60000 (  7%) ] Loss: 0.2821 top1= 94.3182

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.066



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.157


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.2872 top1= 94.0341

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.067



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.158



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0407 top1= 74.5893


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7540 top1= 45.2023


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0992 top1= 41.7468

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.2470 top1= 94.8864

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.068



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.162


[E12B10 |   4224/60000 (  7%) ] Loss: 0.2944 top1= 94.3182

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.068



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.165


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.3016 top1= 93.7500

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.069



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.167



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0929 top1= 73.6478


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7820 top1= 44.7216


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1231 top1= 41.4363

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.2624 top1= 94.6023

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.070



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.173


[E13B10 |   4224/60000 (  7%) ] Loss: 0.3108 top1= 94.0341

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.071



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.177


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.3208 top1= 93.4659

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.072



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.181



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1572 top1= 72.6562


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8185 top1= 44.2107


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1560 top1= 41.1558

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.2822 top1= 94.6023

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.073



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.188


[E14B10 |   4224/60000 (  7%) ] Loss: 0.3320 top1= 94.0341

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.074



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.193


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.3455 top1= 93.4659

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.075



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.198



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2332 top1= 71.1138


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8648 top1= 43.2692


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1944 top1= 40.9355

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.3072 top1= 94.6023

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.077



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.206


[E15B10 |   4224/60000 (  7%) ] Loss: 0.3584 top1= 93.7500

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.079



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.214


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.3767 top1= 93.4659

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.080



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.220



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3196 top1= 69.0705


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9194 top1= 42.2276


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2373 top1= 40.4046

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.3380 top1= 94.3182

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.082



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.230


[E16B10 |   4224/60000 (  7%) ] Loss: 0.3906 top1= 93.4659

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.084



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.239


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.4146 top1= 93.4659

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.086



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.247



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4131 top1= 66.6466


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9807 top1= 41.0557


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2824 top1= 39.7536

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.3752 top1= 94.6023

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.088



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.259


[E17B10 |   4224/60000 (  7%) ] Loss: 0.4287 top1= 93.1818

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.091



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.270


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.4594 top1= 92.8977

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.093



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.279



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5086 top1= 64.2829


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0445 top1= 40.1042


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3259 top1= 38.8922

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.4196 top1= 94.6023

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.096



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.292


[E18B10 |   4224/60000 (  7%) ] Loss: 0.4730 top1= 93.1818

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.098



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.304


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.5107 top1= 92.8977

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.101



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.315



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6002 top1= 62.9708


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1047 top1= 39.8738


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3612 top1= 37.8105

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.4711 top1= 94.6023

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.104



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.329


[E19B10 |   4224/60000 (  7%) ] Loss: 0.5232 top1= 93.1818

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.107



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.341


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.5675 top1= 92.0455

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.109



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.352



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6841 top1= 63.1510


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1552 top1= 39.8337


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3837 top1= 36.8790

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.5288 top1= 94.3182

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.113



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.367


[E20B10 |   4224/60000 (  7%) ] Loss: 0.5787 top1= 92.8977

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.116



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.379


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.6283 top1= 91.7614

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.118



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.391



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7597 top1= 65.0040


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1937 top1= 39.7636


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3928 top1= 36.3181

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.5898 top1= 93.7500

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.122



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.406


[E21B10 |   4224/60000 (  7%) ] Loss: 0.6365 top1= 92.0455

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.125



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.418


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.6866 top1= 91.1932

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.127



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.429



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8200 top1= 67.6583


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2249 top1= 39.6534


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3982 top1= 36.1679

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.6377 top1= 92.8977

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.130



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.444


[E22B10 |   4224/60000 (  7%) ] Loss: 0.6700 top1= 91.1932

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.131



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.452


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.7109 top1= 90.9091

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.132



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.459



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8504 top1= 67.7885


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2434 top1= 39.6034


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4118 top1= 36.0377

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.6536 top1= 92.6136

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.134



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.469


[E23B10 |   4224/60000 (  7%) ] Loss: 0.6817 top1= 89.4886

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.134



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.472


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.7212 top1= 90.6250

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.134



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.473



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8671 top1= 67.4679


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2484 top1= 39.5733


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4159 top1= 36.0276

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.6612 top1= 92.0455

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.135



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.480


[E24B10 |   4224/60000 (  7%) ] Loss: 0.6875 top1= 90.0568

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.135



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.480


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.7263 top1= 89.7727

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.135



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.479



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8772 top1= 67.2075


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2491 top1= 39.5533


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4163 top1= 35.9976

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.6652 top1= 92.0455

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.136



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.484


[E25B10 |   4224/60000 (  7%) ] Loss: 0.6905 top1= 89.2045

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.136



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.483


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.7288 top1= 89.4886

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.135



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.481



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8836 top1= 67.0072


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2477 top1= 39.5232


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4151 top1= 36.0176

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.6672 top1= 92.0455

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.136



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.486


[E26B10 |   4224/60000 (  7%) ] Loss: 0.6919 top1= 88.0682

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.135



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.484


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.7299 top1= 89.4886

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.135



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.482



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8879 top1= 66.7268


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2450 top1= 39.5132


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4134 top1= 35.9475

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.6681 top1= 92.3295

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.136



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.486


[E27B10 |   4224/60000 (  7%) ] Loss: 0.6924 top1= 87.7841

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.135



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.484


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.7302 top1= 89.4886

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.134



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.481



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8909 top1= 66.4864


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2417 top1= 39.5633


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4112 top1= 35.9075

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.6684 top1= 92.3295

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.135



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.485


[E28B10 |   4224/60000 (  7%) ] Loss: 0.6924 top1= 87.5000

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.135



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.483


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.7299 top1= 89.7727

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.134



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.480



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8932 top1= 66.3462


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2384 top1= 39.5433


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4093 top1= 35.8674

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.6683 top1= 92.3295

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.135



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.484


[E29B10 |   4224/60000 (  7%) ] Loss: 0.6922 top1= 87.5000

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.135



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.482


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.7294 top1= 89.2045

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.134



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.479



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8949 top1= 66.1358


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2349 top1= 39.5433


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4072 top1= 35.8574

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.6679 top1= 92.0455

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.135



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.483


[E30B10 |   4224/60000 (  7%) ] Loss: 0.6918 top1= 87.5000

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.134



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.481


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.7288 top1= 89.2045

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.133



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.478



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8963 top1= 65.9956


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2318 top1= 39.5132


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4052 top1= 35.8574

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.6675 top1= 92.0455

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.134



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.482


[E31B10 |   4224/60000 (  7%) ] Loss: 0.6913 top1= 87.5000

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.134



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.480


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.7281 top1= 89.2045

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.133



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.477



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8974 top1= 65.8654


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2288 top1= 39.5232


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4032 top1= 35.8474

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.6669 top1= 92.0455

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.134



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.481


[E32B10 |   4224/60000 (  7%) ] Loss: 0.6908 top1= 87.5000

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.134



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.479


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.7273 top1= 89.2045

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.133



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.476



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8984 top1= 65.7652


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2259 top1= 39.5333


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4015 top1= 35.8073

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.6663 top1= 92.0455

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.134



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.480


[E33B10 |   4224/60000 (  7%) ] Loss: 0.6902 top1= 87.7841

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.133



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.478


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.7266 top1= 89.2045

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.133



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.475



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8992 top1= 65.6751


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2232 top1= 39.5132


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3998 top1= 35.7973

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.6656 top1= 92.0455

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.134



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.479


[E34B10 |   4224/60000 (  7%) ] Loss: 0.6896 top1= 87.5000

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.133



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.477


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.7258 top1= 88.9205

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.132



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.474



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8999 top1= 65.6150


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2208 top1= 39.4932


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3982 top1= 35.7873

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.6650 top1= 92.0455

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.133



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.478


[E35B10 |   4224/60000 (  7%) ] Loss: 0.6890 top1= 87.5000

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.133



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.477


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.7251 top1= 88.9205

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.132



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.473



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9005 top1= 65.4547


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2186 top1= 39.4832


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3967 top1= 35.7873

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.6643 top1= 91.7614

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.133



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.478


[E36B10 |   4224/60000 (  7%) ] Loss: 0.6884 top1= 87.5000

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.133



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.476


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.7244 top1= 88.9205

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.132



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.473



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9011 top1= 65.4347


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2168 top1= 39.4732


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3955 top1= 35.7873

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.6637 top1= 91.7614

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.133



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.477


[E37B10 |   4224/60000 (  7%) ] Loss: 0.6878 top1= 87.5000

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.133



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.475


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.7238 top1= 88.9205

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.132



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.472



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9016 top1= 65.3946


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2151 top1= 39.4732


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3943 top1= 35.7873

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.6631 top1= 91.7614

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.133



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.476


[E38B10 |   4224/60000 (  7%) ] Loss: 0.6873 top1= 87.7841

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.132



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.475


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.7232 top1= 88.9205

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.132



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.471



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9021 top1= 65.3646


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2137 top1= 39.4732


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3932 top1= 35.7973

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.6625 top1= 92.0455

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.133



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.476


[E39B10 |   4224/60000 (  7%) ] Loss: 0.6868 top1= 88.0682

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.132



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.474


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.7227 top1= 88.9205

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.131



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.471



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9026 top1= 65.3145


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2122 top1= 39.4631


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3923 top1= 35.7973

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.6619 top1= 92.0455

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.132



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.475


[E40B10 |   4224/60000 (  7%) ] Loss: 0.6863 top1= 88.3523

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.132



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.473


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.7221 top1= 88.9205

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.131



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.470



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9030 top1= 65.2444


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2110 top1= 39.4431


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3915 top1= 35.7973

Train epoch 41
[E41B0  |    384/60000 (  1%) ] Loss: 0.6613 top1= 92.0455

=== Log global consensus distance @ E41B0 ===
consensus_distance=0.132



=== Log clique consensus distance @ E41B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.474


[E41B10 |   4224/60000 (  7%) ] Loss: 0.6858 top1= 88.6364

=== Log global consensus distance @ E41B10 ===
consensus_distance=0.132



=== Log clique consensus distance @ E41B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.473


[E41B20 |   8064/60000 ( 13%) ] Loss: 0.7216 top1= 88.9205

=== Log global consensus distance @ E41B20 ===
consensus_distance=0.131



=== Log clique consensus distance @ E41B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.470



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9035 top1= 65.1643


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2102 top1= 39.4331


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3908 top1= 35.7973

Train epoch 42
[E42B0  |    384/60000 (  1%) ] Loss: 0.6608 top1= 92.0455

=== Log global consensus distance @ E42B0 ===
consensus_distance=0.132



=== Log clique consensus distance @ E42B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.474


[E42B10 |   4224/60000 (  7%) ] Loss: 0.6853 top1= 88.6364

=== Log global consensus distance @ E42B10 ===
consensus_distance=0.132



=== Log clique consensus distance @ E42B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.472


[E42B20 |   8064/60000 ( 13%) ] Loss: 0.7212 top1= 88.9205

=== Log global consensus distance @ E42B20 ===
consensus_distance=0.131



=== Log clique consensus distance @ E42B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.469



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9040 top1= 65.0841


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2094 top1= 39.4131


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3903 top1= 35.7973

Train epoch 43
[E43B0  |    384/60000 (  1%) ] Loss: 0.6604 top1= 92.0455

=== Log global consensus distance @ E43B0 ===
consensus_distance=0.132



=== Log clique consensus distance @ E43B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.473


[E43B10 |   4224/60000 (  7%) ] Loss: 0.6849 top1= 88.6364

=== Log global consensus distance @ E43B10 ===
consensus_distance=0.132



=== Log clique consensus distance @ E43B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.472


[E43B20 |   8064/60000 ( 13%) ] Loss: 0.7208 top1= 88.9205

=== Log global consensus distance @ E43B20 ===
consensus_distance=0.131



=== Log clique consensus distance @ E43B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.469



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9045 top1= 64.9639


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2089 top1= 39.4030


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3899 top1= 35.7772

Train epoch 44
[E44B0  |    384/60000 (  1%) ] Loss: 0.6599 top1= 92.0455

=== Log global consensus distance @ E44B0 ===
consensus_distance=0.132



=== Log clique consensus distance @ E44B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.473


[E44B10 |   4224/60000 (  7%) ] Loss: 0.6845 top1= 88.6364

=== Log global consensus distance @ E44B10 ===
consensus_distance=0.131



=== Log clique consensus distance @ E44B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.471


[E44B20 |   8064/60000 ( 13%) ] Loss: 0.7204 top1= 88.9205

=== Log global consensus distance @ E44B20 ===
consensus_distance=0.131



=== Log clique consensus distance @ E44B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.468



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9050 top1= 64.9239


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2083 top1= 39.4030


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3895 top1= 35.7873

Train epoch 45
[E45B0  |    384/60000 (  1%) ] Loss: 0.6595 top1= 92.0455

=== Log global consensus distance @ E45B0 ===
consensus_distance=0.132



=== Log clique consensus distance @ E45B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.472


[E45B10 |   4224/60000 (  7%) ] Loss: 0.6842 top1= 88.6364

=== Log global consensus distance @ E45B10 ===
consensus_distance=0.131



=== Log clique consensus distance @ E45B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.471


[E45B20 |   8064/60000 ( 13%) ] Loss: 0.7200 top1= 89.2045

=== Log global consensus distance @ E45B20 ===
consensus_distance=0.131



=== Log clique consensus distance @ E45B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.468



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9054 top1= 64.8538


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2078 top1= 39.4131


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3893 top1= 35.7873

Train epoch 46
[E46B0  |    384/60000 (  1%) ] Loss: 0.6591 top1= 92.0455

=== Log global consensus distance @ E46B0 ===
consensus_distance=0.132



=== Log clique consensus distance @ E46B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.472


[E46B10 |   4224/60000 (  7%) ] Loss: 0.6838 top1= 88.6364

=== Log global consensus distance @ E46B10 ===
consensus_distance=0.131



=== Log clique consensus distance @ E46B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.470


[E46B20 |   8064/60000 ( 13%) ] Loss: 0.7196 top1= 89.2045

=== Log global consensus distance @ E46B20 ===
consensus_distance=0.130



=== Log clique consensus distance @ E46B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.467



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9059 top1= 64.8037


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2073 top1= 39.3830


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3891 top1= 35.7672

Train epoch 47
[E47B0  |    384/60000 (  1%) ] Loss: 0.6588 top1= 92.0455

=== Log global consensus distance @ E47B0 ===
consensus_distance=0.131



=== Log clique consensus distance @ E47B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.471


[E47B10 |   4224/60000 (  7%) ] Loss: 0.6835 top1= 88.6364

=== Log global consensus distance @ E47B10 ===
consensus_distance=0.131



=== Log clique consensus distance @ E47B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.470


[E47B20 |   8064/60000 ( 13%) ] Loss: 0.7193 top1= 89.2045

=== Log global consensus distance @ E47B20 ===
consensus_distance=0.130



=== Log clique consensus distance @ E47B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.467



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9064 top1= 64.6935


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2070 top1= 39.3830


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3892 top1= 35.7672

Train epoch 48
[E48B0  |    384/60000 (  1%) ] Loss: 0.6584 top1= 92.0455

=== Log global consensus distance @ E48B0 ===
consensus_distance=0.131



=== Log clique consensus distance @ E48B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.471


[E48B10 |   4224/60000 (  7%) ] Loss: 0.6832 top1= 88.9205

=== Log global consensus distance @ E48B10 ===
consensus_distance=0.131



=== Log clique consensus distance @ E48B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.469


[E48B20 |   8064/60000 ( 13%) ] Loss: 0.7190 top1= 89.2045

=== Log global consensus distance @ E48B20 ===
consensus_distance=0.130



=== Log clique consensus distance @ E48B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.466



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9068 top1= 64.5433


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2067 top1= 39.3830


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3892 top1= 35.7672

Train epoch 49
[E49B0  |    384/60000 (  1%) ] Loss: 0.6581 top1= 92.0455

=== Log global consensus distance @ E49B0 ===
consensus_distance=0.131



=== Log clique consensus distance @ E49B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.470


[E49B10 |   4224/60000 (  7%) ] Loss: 0.6830 top1= 88.9205

=== Log global consensus distance @ E49B10 ===
consensus_distance=0.131



=== Log clique consensus distance @ E49B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.469


[E49B20 |   8064/60000 ( 13%) ] Loss: 0.7188 top1= 89.2045

=== Log global consensus distance @ E49B20 ===
consensus_distance=0.130



=== Log clique consensus distance @ E49B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.466



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9073 top1= 64.4231


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2065 top1= 39.3930


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3894 top1= 35.7772

Train epoch 50
[E50B0  |    384/60000 (  1%) ] Loss: 0.6578 top1= 92.0455

=== Log global consensus distance @ E50B0 ===
consensus_distance=0.131



=== Log clique consensus distance @ E50B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.470


[E50B10 |   4224/60000 (  7%) ] Loss: 0.6827 top1= 88.9205

=== Log global consensus distance @ E50B10 ===
consensus_distance=0.131



=== Log clique consensus distance @ E50B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.468


[E50B20 |   8064/60000 ( 13%) ] Loss: 0.7185 top1= 89.2045

=== Log global consensus distance @ E50B20 ===
consensus_distance=0.130



=== Log clique consensus distance @ E50B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.465



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9078 top1= 64.3630


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2064 top1= 39.3930


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3897 top1= 35.7873

