
=== 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=0.000



=== 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 0.604 0.062]
 [0.    0.    0.    0.    0.    0.    0.    0.    0.    0.    0.062 0.938]]


[E 1B10 |   4224/60000 (  7%) ] Loss: 2.0753 top1= 43.7500

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E 1B20 |   8064/60000 ( 13%) ] Loss: 1.7098 top1= 51.1364

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.038



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.145



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1145 top1= 38.6719


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5719 top1= 38.2011


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3877 top1= 34.5653

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 1.2733 top1= 67.3295

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.070



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.285


[E 2B10 |   4224/60000 (  7%) ] Loss: 0.9724 top1= 76.7045

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.092



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.378


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.7310 top1= 84.3750

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.099



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.413



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5827 top1= 65.3345


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6793 top1= 39.1727


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6569 top1= 35.5769

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.5047 top1= 89.7727

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.100



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.419


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.4397 top1= 90.0568

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.095



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.394


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.3969 top1= 89.7727

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.085



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.354



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1488 top1= 73.3273


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1992 top1= 39.9038


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3958 top1= 39.4932

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.2808 top1= 92.3295

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.076



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.313


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.3019 top1= 92.8977

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.066



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.272


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.2967 top1= 92.3295

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.058



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.235



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9394 top1= 75.3005


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9157 top1= 44.4111


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1562 top1= 41.9071

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.2170 top1= 94.3182

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.052



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.208


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.2504 top1= 93.7500

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.046



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.185


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.2477 top1= 93.4659

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.042



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.165



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8229 top1= 76.3421


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7589 top1= 47.4559


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9881 top1= 43.3594

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.1836 top1= 95.1705

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.039



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.151


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.2183 top1= 94.3182

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.036



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.139


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.2173 top1= 94.3182

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.033



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.129



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7460 top1= 77.1735


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6584 top1= 49.3890


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8835 top1= 45.2724

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.1618 top1= 95.7386

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.032



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.121


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.1965 top1= 95.4545

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.030



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.114


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.1966 top1= 94.8864

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.029



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.108



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6921 top1= 77.8746


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5888 top1= 50.8413


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8096 top1= 47.2756

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.1456 top1= 96.0227

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.028



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.104


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.1798 top1= 96.0227

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.027



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.099


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.1809 top1= 94.8864

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.026



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.095



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6494 top1= 78.4655


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5338 top1= 52.0333


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7665 top1= 48.5276

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.1320 top1= 96.3068

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.025



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.093


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.1662 top1= 95.7386

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.024



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.090


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.1685 top1= 95.1705

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.024



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.086



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6178 top1= 79.0264


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5006 top1= 52.9848


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7412 top1= 49.1386

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.1214 top1= 96.8750

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.023



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.085


[E10B10 |   4224/60000 (  7%) ] Loss: 0.1545 top1= 95.7386

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.023



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.083


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.1584 top1= 95.4545

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.022



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.081



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5908 top1= 79.7175


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4818 top1= 53.7460


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7315 top1= 49.3890

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.1124 top1= 97.4432

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.022



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.080


[E11B10 |   4224/60000 (  7%) ] Loss: 0.1442 top1= 96.0227

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.022



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.078


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.1497 top1= 95.7386

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.021



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.076



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5670 top1= 80.5389


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4638 top1= 54.5072


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7318 top1= 49.4992

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.1054 top1= 98.0114

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.021



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.076


[E12B10 |   4224/60000 (  7%) ] Loss: 0.1356 top1= 96.0227

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.021



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.074


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.1420 top1= 96.0227

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.021



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.073



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5499 top1= 81.2700


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4576 top1= 55.2484


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7393 top1= 49.7396

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.0984 top1= 98.8636

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.021



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.073


[E13B10 |   4224/60000 (  7%) ] Loss: 0.1277 top1= 96.3068

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.020



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.071


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.1346 top1= 96.3068

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.020



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.070



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5351 top1= 81.9211


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4500 top1= 55.8293


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7592 top1= 49.6795

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.0927 top1= 99.4318

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.020



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.071


[E14B10 |   4224/60000 (  7%) ] Loss: 0.1210 top1= 96.5909

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.020



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.069


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.1283 top1= 96.3068

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.020



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.069



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5209 top1= 82.3918


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4562 top1= 56.2300


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7794 top1= 49.6595

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.0877 top1= 99.4318

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.020



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.069


[E15B10 |   4224/60000 (  7%) ] Loss: 0.1152 top1= 96.5909

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.019



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.067


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.1222 top1= 96.5909

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.019



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.067



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5098 top1= 82.7724


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4615 top1= 56.5605


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8029 top1= 49.6895

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.0830 top1= 99.4318

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.019



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.068


[E16B10 |   4224/60000 (  7%) ] Loss: 0.1086 top1= 96.8750

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.019



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.066


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.1161 top1= 97.1591

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.019



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.066



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4997 top1= 83.1230


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4666 top1= 56.9712


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8267 top1= 49.6294

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.0791 top1= 99.4318

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.019



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.066


[E17B10 |   4224/60000 (  7%) ] Loss: 0.1027 top1= 97.1591

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.019



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.065


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.1117 top1= 97.4432

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.019



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.064



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4917 top1= 83.3934


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4747 top1= 57.2216


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8463 top1= 49.7596

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.0755 top1= 99.4318

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.019



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.065


[E18B10 |   4224/60000 (  7%) ] Loss: 0.0971 top1= 97.4432

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.018



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.1068 top1= 97.1591

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.018



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4836 top1= 83.7139


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4853 top1= 57.5120


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8656 top1= 49.5393

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.0720 top1= 99.4318

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.018



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.064


[E19B10 |   4224/60000 (  7%) ] Loss: 0.0928 top1= 97.4432

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.018



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.062


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.1029 top1= 97.1591

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.018



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.062



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4775 top1= 83.9143


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4900 top1= 57.8025


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8921 top1= 49.4291

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.0690 top1= 99.7159

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.018



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063


[E20B10 |   4224/60000 (  7%) ] Loss: 0.0887 top1= 97.4432

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.018



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.061


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.0989 top1= 97.4432

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.018



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.061



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4715 top1= 84.1046


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4963 top1= 57.9026


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9200 top1= 49.1887

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.0664 top1= 99.4318

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.018



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.062


[E21B10 |   4224/60000 (  7%) ] Loss: 0.0843 top1= 98.0114

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.0961 top1= 97.4432

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.060



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4651 top1= 84.3750


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5002 top1= 58.2332


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9361 top1= 49.0184

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.0638 top1= 99.7159

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.018



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.061


[E22B10 |   4224/60000 (  7%) ] Loss: 0.0800 top1= 98.2955

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.0925 top1= 97.7273

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4615 top1= 84.5152


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5056 top1= 58.4335


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9634 top1= 48.6579

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.0615 top1= 99.7159

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.060


[E23B10 |   4224/60000 (  7%) ] Loss: 0.0766 top1= 98.2955

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.058


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.0895 top1= 97.7273

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.058



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4571 top1= 84.7055


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5128 top1= 58.5036


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9814 top1= 48.6378

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.0600 top1= 99.4318

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059


[E24B10 |   4224/60000 (  7%) ] Loss: 0.0730 top1= 98.2955

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.057


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.0871 top1= 97.7273

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.057



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4532 top1= 84.8458


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5181 top1= 58.7540


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0019 top1= 48.2873

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.0585 top1= 99.7159

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.058


[E25B10 |   4224/60000 (  7%) ] Loss: 0.0697 top1= 98.2955

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.056


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.0851 top1= 98.2955

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.056



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4496 top1= 85.0461


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5249 top1= 58.9643


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0301 top1= 48.0469

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.0572 top1= 99.7159

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.058


[E26B10 |   4224/60000 (  7%) ] Loss: 0.0666 top1= 98.2955

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.056


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.0827 top1= 98.2955

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.056



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4464 top1= 85.0861


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5304 top1= 59.1346


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0544 top1= 47.7163

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.0556 top1= 99.7159

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.057


[E27B10 |   4224/60000 (  7%) ] Loss: 0.0640 top1= 98.5795

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.0812 top1= 98.2955

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.056



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4443 top1= 85.1262


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5388 top1= 59.0345


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0859 top1= 47.3858

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.0544 top1= 99.7159

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.057


[E28B10 |   4224/60000 (  7%) ] Loss: 0.0614 top1= 98.8636

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.0799 top1= 98.2955

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.056



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4416 top1= 85.3165


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5514 top1= 59.0244


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1210 top1= 46.9050

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.0532 top1= 99.7159

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.057


[E29B10 |   4224/60000 (  7%) ] Loss: 0.0588 top1= 99.1477

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.0778 top1= 98.8636

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.056



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4399 top1= 85.3866


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5545 top1= 59.2949


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1623 top1= 46.5545

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.0520 top1= 99.7159

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.057


[E30B10 |   4224/60000 (  7%) ] Loss: 0.0567 top1= 99.1477

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.0763 top1= 98.8636

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.056



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4399 top1= 85.3866


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5670 top1= 59.2949


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2018 top1= 46.2740

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.0510 top1= 99.7159

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.057


[E31B10 |   4224/60000 (  7%) ] Loss: 0.0544 top1= 99.4318

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.0749 top1= 98.8636

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.056



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4392 top1= 85.4667


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5702 top1= 59.5052


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2413 top1= 46.0437

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.0500 top1= 99.4318

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.057


[E32B10 |   4224/60000 (  7%) ] Loss: 0.0520 top1= 99.4318

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.0730 top1= 98.8636

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.056



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4397 top1= 85.4567


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5807 top1= 59.5453


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2908 top1= 45.8634

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.0490 top1= 99.4318

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.057


[E33B10 |   4224/60000 (  7%) ] Loss: 0.0501 top1= 99.4318

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.056


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.0716 top1= 98.8636

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.056



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4400 top1= 85.4067


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5972 top1= 59.6354


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3376 top1= 45.7632

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.0482 top1= 99.4318

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.057


[E34B10 |   4224/60000 (  7%) ] Loss: 0.0483 top1= 99.7159

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.056


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.0703 top1= 99.1477

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.057



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4419 top1= 85.4367


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6056 top1= 59.8357


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3827 top1= 45.7031

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.0472 top1= 99.4318

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.058


[E35B10 |   4224/60000 (  7%) ] Loss: 0.0462 top1= 99.7159

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.056


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.0689 top1= 99.1477

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.057



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4446 top1= 85.2664


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6191 top1= 59.9058


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4418 top1= 45.5629

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.0466 top1= 99.4318

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.058


[E36B10 |   4224/60000 (  7%) ] Loss: 0.0449 top1= 99.7159

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.057


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.0677 top1= 99.1477

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.057



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4479 top1= 85.2063


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6324 top1= 60.0761


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5025 top1= 45.4828

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.0459 top1= 99.4318

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059


[E37B10 |   4224/60000 (  7%) ] Loss: 0.0430 top1= 99.7159

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.057


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.0661 top1= 99.1477

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.058



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4517 top1= 84.9860


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6432 top1= 60.2764


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5682 top1= 45.5028

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.0448 top1= 99.4318

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059


[E38B10 |   4224/60000 (  7%) ] Loss: 0.0419 top1=100.0000

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.058


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.0648 top1= 99.1477

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4562 top1= 84.7957


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6468 top1= 60.5669


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6247 top1= 45.4728

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.0442 top1= 99.4318

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.060


[E39B10 |   4224/60000 (  7%) ] Loss: 0.0410 top1=100.0000

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.058


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.0638 top1= 99.1477

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4615 top1= 84.7256


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6547 top1= 60.7772


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6845 top1= 45.4728

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.0429 top1= 99.4318

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.060


[E40B10 |   4224/60000 (  7%) ] Loss: 0.0392 top1=100.0000

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.0629 top1= 99.1477

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.060



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4673 top1= 84.4752


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6496 top1= 61.1679


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7551 top1= 45.4427

Train epoch 41
[E41B0  |    384/60000 (  1%) ] Loss: 0.0421 top1= 99.7159

=== Log global consensus distance @ E41B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E41B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.061


[E41B10 |   4224/60000 (  7%) ] Loss: 0.0378 top1=100.0000

=== Log global consensus distance @ E41B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E41B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059


[E41B20 |   8064/60000 ( 13%) ] Loss: 0.0616 top1= 99.1477

=== Log global consensus distance @ E41B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E41B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.061



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4737 top1= 84.4151


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6582 top1= 61.3281


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8181 top1= 45.4527

Train epoch 42
[E42B0  |    384/60000 (  1%) ] Loss: 0.0411 top1= 99.7159

=== Log global consensus distance @ E42B0 ===
consensus_distance=0.018



=== Log clique consensus distance @ E42B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.062


[E42B10 |   4224/60000 (  7%) ] Loss: 0.0360 top1=100.0000

=== Log global consensus distance @ E42B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E42B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.060


[E42B20 |   8064/60000 ( 13%) ] Loss: 0.0612 top1= 99.1477

=== Log global consensus distance @ E42B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E42B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.061



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4799 top1= 84.3349


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6650 top1= 61.6086


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8878 top1= 45.5028

Train epoch 43
[E43B0  |    384/60000 (  1%) ] Loss: 0.0397 top1=100.0000

=== Log global consensus distance @ E43B0 ===
consensus_distance=0.018



=== Log clique consensus distance @ E43B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063


[E43B10 |   4224/60000 (  7%) ] Loss: 0.0348 top1=100.0000

=== Log global consensus distance @ E43B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E43B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.061


[E43B20 |   8064/60000 ( 13%) ] Loss: 0.0595 top1= 99.1477

=== Log global consensus distance @ E43B20 ===
consensus_distance=0.018



=== Log clique consensus distance @ E43B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.062



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4878 top1= 84.1747


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6728 top1= 61.7388


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9431 top1= 45.5629

Train epoch 44
[E44B0  |    384/60000 (  1%) ] Loss: 0.0383 top1=100.0000

=== Log global consensus distance @ E44B0 ===
consensus_distance=0.018



=== Log clique consensus distance @ E44B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063


[E44B10 |   4224/60000 (  7%) ] Loss: 0.0334 top1=100.0000

=== Log global consensus distance @ E44B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E44B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.061


[E44B20 |   8064/60000 ( 13%) ] Loss: 0.0584 top1= 99.1477

=== Log global consensus distance @ E44B20 ===
consensus_distance=0.018



=== Log clique consensus distance @ E44B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4946 top1= 83.9343


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6817 top1= 62.0793


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0024 top1= 45.6430

Train epoch 45
[E45B0  |    384/60000 (  1%) ] Loss: 0.0370 top1=100.0000

=== Log global consensus distance @ E45B0 ===
consensus_distance=0.018



=== Log clique consensus distance @ E45B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.064


[E45B10 |   4224/60000 (  7%) ] Loss: 0.0324 top1=100.0000

=== Log global consensus distance @ E45B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E45B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.062


[E45B20 |   8064/60000 ( 13%) ] Loss: 0.0567 top1= 99.1477

=== Log global consensus distance @ E45B20 ===
consensus_distance=0.018



=== Log clique consensus distance @ E45B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5025 top1= 83.7640


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6921 top1= 62.0593


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0629 top1= 45.6831

Train epoch 46
[E46B0  |    384/60000 (  1%) ] Loss: 0.0352 top1=100.0000

=== Log global consensus distance @ E46B0 ===
consensus_distance=0.018



=== Log clique consensus distance @ E46B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.065


[E46B10 |   4224/60000 (  7%) ] Loss: 0.0309 top1=100.0000

=== Log global consensus distance @ E46B10 ===
consensus_distance=0.018



=== Log clique consensus distance @ E46B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063


[E46B20 |   8064/60000 ( 13%) ] Loss: 0.0557 top1= 99.1477

=== Log global consensus distance @ E46B20 ===
consensus_distance=0.018



=== Log clique consensus distance @ E46B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.064



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5092 top1= 83.5236


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7044 top1= 62.2296


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1147 top1= 45.7232

Train epoch 47
[E47B0  |    384/60000 (  1%) ] Loss: 0.0343 top1=100.0000

=== Log global consensus distance @ E47B0 ===
consensus_distance=0.018



=== Log clique consensus distance @ E47B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.065


[E47B10 |   4224/60000 (  7%) ] Loss: 0.0298 top1=100.0000

=== Log global consensus distance @ E47B10 ===
consensus_distance=0.018



=== Log clique consensus distance @ E47B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063


[E47B20 |   8064/60000 ( 13%) ] Loss: 0.0548 top1= 99.1477

=== Log global consensus distance @ E47B20 ===
consensus_distance=0.018



=== Log clique consensus distance @ E47B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.064



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5165 top1= 83.3233


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7156 top1= 62.1294


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1740 top1= 45.7532

Train epoch 48
[E48B0  |    384/60000 (  1%) ] Loss: 0.0325 top1=100.0000

=== Log global consensus distance @ E48B0 ===
consensus_distance=0.018



=== Log clique consensus distance @ E48B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.066


[E48B10 |   4224/60000 (  7%) ] Loss: 0.0288 top1=100.0000

=== Log global consensus distance @ E48B10 ===
consensus_distance=0.018



=== Log clique consensus distance @ E48B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.064


[E48B20 |   8064/60000 ( 13%) ] Loss: 0.0536 top1= 99.1477

=== Log global consensus distance @ E48B20 ===
consensus_distance=0.018



=== Log clique consensus distance @ E48B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.065



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5217 top1= 83.3233


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7168 top1= 62.5701


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2250 top1= 45.7532

Train epoch 49
[E49B0  |    384/60000 (  1%) ] Loss: 0.0321 top1=100.0000

=== Log global consensus distance @ E49B0 ===
consensus_distance=0.019



=== Log clique consensus distance @ E49B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.067


[E49B10 |   4224/60000 (  7%) ] Loss: 0.0283 top1=100.0000

=== Log global consensus distance @ E49B10 ===
consensus_distance=0.018



=== Log clique consensus distance @ E49B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.065


[E49B20 |   8064/60000 ( 13%) ] Loss: 0.0527 top1= 99.1477

=== Log global consensus distance @ E49B20 ===
consensus_distance=0.018



=== Log clique consensus distance @ E49B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.066



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5317 top1= 83.0629


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7389 top1= 62.2296


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2779 top1= 45.8433

Train epoch 50
[E50B0  |    384/60000 (  1%) ] Loss: 0.0302 top1=100.0000

=== Log global consensus distance @ E50B0 ===
consensus_distance=0.019



=== Log clique consensus distance @ E50B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.067


[E50B10 |   4224/60000 (  7%) ] Loss: 0.0277 top1=100.0000

=== Log global consensus distance @ E50B10 ===
consensus_distance=0.018



=== Log clique consensus distance @ E50B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.065


[E50B20 |   8064/60000 ( 13%) ] Loss: 0.0520 top1= 99.1477

=== Log global consensus distance @ E50B20 ===
consensus_distance=0.018



=== Log clique consensus distance @ E50B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.066



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5380 top1= 82.9227


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7340 top1= 62.8706


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3224 top1= 45.8534

