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

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

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

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



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



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



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


[E 1B10 |   4224/60000 (  7%) ] Loss: 0.6914 top1= 77.8409

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.389



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.476


[E 1B20 |   8064/60000 ( 13%) ] Loss: 0.2429 top1= 93.1818

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.737



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=3.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3285 top1= 56.7608


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.7467 top1= 41.0557


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.6941 top1= 40.3446

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 0.1527 top1= 94.8864

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.694



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=2.868


[E 2B10 |   4224/60000 (  7%) ] Loss: 0.1509 top1= 94.6023

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.551



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=2.255


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.1648 top1= 95.7386

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.433



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.746



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0130 top1= 64.9940


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7239 top1= 46.6747


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5843 top1= 45.1022

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.1118 top1= 96.0227

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.356



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.425


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.0974 top1= 97.7273

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.320



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.269


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.1066 top1= 97.4432

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.286



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=1.124



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8277 top1= 72.8866


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5519 top1= 50.2404


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2573 top1= 44.9319

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.0644 top1= 98.8636

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.265



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=1.035


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.0770 top1= 97.7273

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.257



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.994


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.0929 top1= 96.8750

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.244



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.942



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7134 top1= 77.8345


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2822 top1= 53.0549


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2363 top1= 44.4010

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.0557 top1= 98.8636

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.238



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.915


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.0682 top1= 98.2955

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.239



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.901


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.0870 top1= 98.0114

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.226



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.857



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6678 top1= 79.2568


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1055 top1= 54.7877


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9593 top1= 44.5613

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.0452 top1= 98.8636

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.224



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.849


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.0490 top1= 98.8636

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.228



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.853


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.0924 top1= 97.1591

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.216



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.813



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6331 top1= 80.3886


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9045 top1= 56.7308


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8149 top1= 45.4026

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.0527 top1= 98.8636

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.214



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.809


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.0450 top1= 98.5795

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.211



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.800


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.0641 top1= 98.8636

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.200



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.755



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6070 top1= 81.3902


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8270 top1= 58.1731


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6910 top1= 48.5176

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.0458 top1= 98.5795

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.200



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.756


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.0364 top1= 99.4318

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.199



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.749


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.0529 top1= 98.8636

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.190



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.715



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6063 top1= 81.0998


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7147 top1= 59.0044


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5858 top1= 48.6478

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.0380 top1= 99.1477

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.192



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.723


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.0329 top1= 99.1477

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.188



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.706


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.0389 top1= 99.1477

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.186



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.696



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6066 top1= 81.3502


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5826 top1= 60.0761


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5695 top1= 48.8882

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.0355 top1= 99.1477

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.181



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.678


[E10B10 |   4224/60000 (  7%) ] Loss: 0.0230 top1= 99.7159

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.180



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.674


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.0464 top1= 99.1477

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.176



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.657



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6242 top1= 81.1899


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6132 top1= 60.5369


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6691 top1= 48.0769

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.0372 top1= 99.1477

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.175



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.653


[E11B10 |   4224/60000 (  7%) ] Loss: 0.0292 top1= 99.7159

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.173



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.641


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.0357 top1= 99.7159

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.168



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.622



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6624 top1= 80.2784


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6490 top1= 60.0461


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7374 top1= 48.1771

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.0333 top1= 99.4318

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.170



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.633


[E12B10 |   4224/60000 (  7%) ] Loss: 0.0289 top1= 99.4318

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.166



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.616


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.0388 top1= 98.8636

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.163



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.603



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6635 top1= 79.9780


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6576 top1= 59.7756


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8255 top1= 48.2672

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.0282 top1= 99.7159

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.165



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.612


[E13B10 |   4224/60000 (  7%) ] Loss: 0.0257 top1= 99.7159

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.164



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.607


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.0430 top1= 98.8636

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.165



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.611



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6749 top1= 79.6274


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6607 top1= 59.7155


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9369 top1= 47.9067

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.0316 top1= 99.4318

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.169



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.626


[E14B10 |   4224/60000 (  7%) ] Loss: 0.0293 top1= 99.4318

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.167



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.617


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.0385 top1= 99.4318

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.168



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.624



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7030 top1= 78.8061


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6730 top1= 59.4351


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9562 top1= 48.0068

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.0338 top1= 99.1477

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.170



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.634


[E15B10 |   4224/60000 (  7%) ] Loss: 0.0258 top1= 99.7159

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.169



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.629


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.0354 top1= 99.1477

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.171



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.638



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7378 top1= 78.0148


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6705 top1= 59.5653


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8236 top1= 48.8381

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.0300 top1= 99.4318

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.171



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.640


[E16B10 |   4224/60000 (  7%) ] Loss: 0.0211 top1=100.0000

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.171



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.633


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.0353 top1= 99.4318

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.172



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.639



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7504 top1= 78.1350


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6881 top1= 59.7656


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7148 top1= 48.7881

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.0346 top1= 99.1477

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.171



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.638


[E17B10 |   4224/60000 (  7%) ] Loss: 0.0313 top1= 99.1477

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.171



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.636


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.0416 top1= 99.1477

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.171



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.634



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7367 top1= 78.6458


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6985 top1= 59.8057


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6800 top1= 48.5076

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.0341 top1= 99.4318

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.173



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.646


[E18B10 |   4224/60000 (  7%) ] Loss: 0.0265 top1=100.0000

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.174



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.647


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.0404 top1= 98.8636

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.168



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.625



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6905 top1= 79.5673


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6972 top1= 59.5152


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8652 top1= 47.7264

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.0309 top1= 99.7159

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.172



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.639


[E19B10 |   4224/60000 (  7%) ] Loss: 0.0242 top1=100.0000

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.173



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.644


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.0501 top1= 98.8636

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.170



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.631



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6759 top1= 79.6274


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7212 top1= 59.2047


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9929 top1= 47.2155

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.0283 top1= 99.4318

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.175



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.655


[E20B10 |   4224/60000 (  7%) ] Loss: 0.0289 top1= 99.7159

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.176



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.654


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.0487 top1= 98.8636

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.175



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.653



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6808 top1= 79.5873


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6760 top1= 59.3349


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0061 top1= 46.9952

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.0310 top1= 99.7159

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.181



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.681


[E21B10 |   4224/60000 (  7%) ] Loss: 0.0318 top1= 98.8636

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.183



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.684


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.0402 top1= 99.4318

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.185



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.695



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7194 top1= 78.3353


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6715 top1= 59.2548


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7805 top1= 48.5477

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.0378 top1= 98.5795

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.187



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.706


[E22B10 |   4224/60000 (  7%) ] Loss: 0.0270 top1= 99.7159

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.184



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.691


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.0432 top1= 98.5795

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.187



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.700



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7480 top1= 77.7344


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6660 top1= 59.4551


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6627 top1= 48.4475

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.0595 top1= 97.7273

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.187



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.705


[E23B10 |   4224/60000 (  7%) ] Loss: 0.0356 top1= 99.1477

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.191



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.722


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.0523 top1= 98.8636

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.193



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.729



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6879 top1= 79.6675


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6477 top1= 60.2063


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5959 top1= 48.6078

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.0306 top1= 99.4318

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.191



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.719


[E24B10 |   4224/60000 (  7%) ] Loss: 0.0319 top1= 99.1477

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.185



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.695


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.0424 top1= 98.2955

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.176



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.658



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6526 top1= 80.5990


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6757 top1= 59.7656


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9102 top1= 47.3458

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.0273 top1= 99.4318

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.177



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.660


[E25B10 |   4224/60000 (  7%) ] Loss: 0.0274 top1=100.0000

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.176



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.654


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.0456 top1= 98.8636

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.174



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.650



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6696 top1= 80.0581


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6915 top1= 59.3750


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9565 top1= 47.1454

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.0272 top1=100.0000

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.179



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.670


[E26B10 |   4224/60000 (  7%) ] Loss: 0.0269 top1= 99.4318

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.178



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.660


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.0437 top1= 99.4318

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.178



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.666



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7226 top1= 78.5457


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6995 top1= 59.1947


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7868 top1= 48.8181

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.0325 top1= 99.4318

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.184



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.695


[E27B10 |   4224/60000 (  7%) ] Loss: 0.0294 top1= 98.8636

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.185



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.695


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.0517 top1= 98.8636

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.185



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.692



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7334 top1= 78.1751


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6527 top1= 59.4752


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6727 top1= 48.4075

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.0624 top1= 98.0114

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.189



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.714


[E28B10 |   4224/60000 (  7%) ] Loss: 0.0439 top1= 98.0114

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.191



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.723


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.0537 top1= 98.2955

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.193



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.727



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6920 top1= 78.8462


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6385 top1= 59.3950


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6402 top1= 48.2272

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.0378 top1= 98.8636

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.192



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.727


[E29B10 |   4224/60000 (  7%) ] Loss: 0.0229 top1= 99.7159

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.189



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.713


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.0478 top1= 98.8636

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.185



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.700



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6485 top1= 80.2584


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6238 top1= 60.0461


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9191 top1= 47.2356

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.0261 top1= 99.7159

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.182



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.681


[E30B10 |   4224/60000 (  7%) ] Loss: 0.0330 top1= 99.4318

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.178



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.664


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.0455 top1= 98.8636

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.176



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.658



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6687 top1= 80.4888


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6995 top1= 59.6855


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9552 top1= 47.2356

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.0285 top1=100.0000

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.178



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.667


[E31B10 |   4224/60000 (  7%) ] Loss: 0.0268 top1= 99.4318

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.176



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.653


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.0353 top1= 99.1477

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.177



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.657



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7265 top1= 78.9163


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6796 top1= 59.3750


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8178 top1= 48.6278

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.0288 top1= 99.7159

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.181



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.678


[E32B10 |   4224/60000 (  7%) ] Loss: 0.0231 top1= 99.7159

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.181



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.677


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.0468 top1= 99.1477

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.180



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.673



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7440 top1= 78.1550


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7220 top1= 59.0445


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6677 top1= 48.3073

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.0533 top1= 98.2955

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.186



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.701


[E33B10 |   4224/60000 (  7%) ] Loss: 0.0452 top1= 97.7273

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.190



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.715


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.0639 top1= 98.5795

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.191



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.718



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6939 top1= 78.9964


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6551 top1= 59.4752


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6339 top1= 47.9167

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.0395 top1= 98.8636

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.195



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.739


[E34B10 |   4224/60000 (  7%) ] Loss: 0.0303 top1= 99.1477

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.192



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.728


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.0502 top1= 98.5795

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.187



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.706



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6588 top1= 79.5272


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6697 top1= 59.0044


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8976 top1= 47.2756

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.0369 top1= 98.8636

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.188



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.706


[E35B10 |   4224/60000 (  7%) ] Loss: 0.0257 top1= 99.7159

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.185



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.696


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.0450 top1= 98.8636

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.184



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.695



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6694 top1= 79.7476


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6652 top1= 59.5853


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9928 top1= 46.7248

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.0296 top1= 99.7159

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.182



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.684


[E36B10 |   4224/60000 (  7%) ] Loss: 0.0275 top1= 99.7159

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.180



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.672


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.0407 top1= 98.8636

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.182



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.681



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6971 top1= 79.6474


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7091 top1= 59.7055


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8859 top1= 48.3073

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.0248 top1= 99.7159

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.183



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.689


[E37B10 |   4224/60000 (  7%) ] Loss: 0.0271 top1= 99.4318

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.179



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.668


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.0316 top1= 99.4318

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.178



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.662



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7533 top1= 78.4355


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6930 top1= 59.3850


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7279 top1= 48.2272

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.0449 top1= 99.1477

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.180



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.677


[E38B10 |   4224/60000 (  7%) ] Loss: 0.0356 top1= 98.8636

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.180



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.675


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.0545 top1= 98.2955

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.180



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.671



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7333 top1= 78.5557


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7253 top1= 59.0345


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6715 top1= 48.0869

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.0385 top1= 99.1477

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.185



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.695


[E39B10 |   4224/60000 (  7%) ] Loss: 0.0265 top1=100.0000

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.184



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.692


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.0497 top1= 98.8636

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.178



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.669



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6929 top1= 78.9964


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6969 top1= 59.2348


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8540 top1= 47.3458

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.0324 top1= 99.4318

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.183



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.686


[E40B10 |   4224/60000 (  7%) ] Loss: 0.0293 top1= 99.1477

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.184



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.690


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.0582 top1= 98.8636

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.180



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.677



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6691 top1= 79.6575


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7007 top1= 58.7941


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0108 top1= 46.9651

Train epoch 41
[E41B0  |    384/60000 (  1%) ] Loss: 0.0352 top1= 99.1477

=== Log global consensus distance @ E41B0 ===
consensus_distance=0.187



=== Log clique consensus distance @ E41B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.703


[E41B10 |   4224/60000 (  7%) ] Loss: 0.0346 top1= 99.1477

=== Log global consensus distance @ E41B10 ===
consensus_distance=0.188



=== Log clique consensus distance @ E41B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.705


[E41B20 |   8064/60000 ( 13%) ] Loss: 0.0491 top1= 98.5795

=== Log global consensus distance @ E41B20 ===
consensus_distance=0.188



=== Log clique consensus distance @ E41B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.710



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6900 top1= 79.0966


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6428 top1= 58.8842


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9820 top1= 47.2256

Train epoch 42
[E42B0  |    384/60000 (  1%) ] Loss: 0.0342 top1= 99.4318

=== Log global consensus distance @ E42B0 ===
consensus_distance=0.189



=== Log clique consensus distance @ E42B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.716


[E42B10 |   4224/60000 (  7%) ] Loss: 0.0262 top1= 99.7159

=== Log global consensus distance @ E42B10 ===
consensus_distance=0.189



=== Log clique consensus distance @ E42B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.708


[E42B20 |   8064/60000 ( 13%) ] Loss: 0.0349 top1= 99.4318

=== Log global consensus distance @ E42B20 ===
consensus_distance=0.193



=== Log clique consensus distance @ E42B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.727



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7229 top1= 78.4155


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6707 top1= 59.4151


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8207 top1= 48.2372

Train epoch 43
[E43B0  |    384/60000 (  1%) ] Loss: 0.0312 top1= 99.1477

=== Log global consensus distance @ E43B0 ===
consensus_distance=0.190



=== Log clique consensus distance @ E43B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.722


[E43B10 |   4224/60000 (  7%) ] Loss: 0.0267 top1= 99.7159

=== Log global consensus distance @ E43B10 ===
consensus_distance=0.188



=== Log clique consensus distance @ E43B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.705


[E43B20 |   8064/60000 ( 13%) ] Loss: 0.0489 top1= 98.5795

=== Log global consensus distance @ E43B20 ===
consensus_distance=0.189



=== Log clique consensus distance @ E43B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.708



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7429 top1= 78.6959


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6713 top1= 59.7857


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6868 top1= 48.1971

Train epoch 44
[E44B0  |    384/60000 (  1%) ] Loss: 0.0509 top1= 98.2955

=== Log global consensus distance @ E44B0 ===
consensus_distance=0.191



=== Log clique consensus distance @ E44B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.721


[E44B10 |   4224/60000 (  7%) ] Loss: 0.0399 top1= 98.8636

=== Log global consensus distance @ E44B10 ===
consensus_distance=0.191



=== Log clique consensus distance @ E44B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.719


[E44B20 |   8064/60000 ( 13%) ] Loss: 0.0438 top1= 99.1477

=== Log global consensus distance @ E44B20 ===
consensus_distance=0.186



=== Log clique consensus distance @ E44B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.700



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7199 top1= 79.0365


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6762 top1= 59.3450


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6568 top1= 48.1070

Train epoch 45
[E45B0  |    384/60000 (  1%) ] Loss: 0.0370 top1= 99.4318

=== Log global consensus distance @ E45B0 ===
consensus_distance=0.188



=== Log clique consensus distance @ E45B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.708


[E45B10 |   4224/60000 (  7%) ] Loss: 0.0267 top1= 99.1477

=== Log global consensus distance @ E45B10 ===
consensus_distance=0.187



=== Log clique consensus distance @ E45B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.704


[E45B20 |   8064/60000 ( 13%) ] Loss: 0.0509 top1= 98.0114

=== Log global consensus distance @ E45B20 ===
consensus_distance=0.180



=== Log clique consensus distance @ E45B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.677



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6654 top1= 79.8678


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7170 top1= 58.8642


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9312 top1= 47.0753

Train epoch 46
[E46B0  |    384/60000 (  1%) ] Loss: 0.0268 top1= 99.7159

=== Log global consensus distance @ E46B0 ===
consensus_distance=0.184



=== Log clique consensus distance @ E46B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.690


[E46B10 |   4224/60000 (  7%) ] Loss: 0.0294 top1= 99.7159

=== Log global consensus distance @ E46B10 ===
consensus_distance=0.183



=== Log clique consensus distance @ E46B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.683


[E46B20 |   8064/60000 ( 13%) ] Loss: 0.0549 top1= 98.8636

=== Log global consensus distance @ E46B20 ===
consensus_distance=0.181



=== Log clique consensus distance @ E46B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.680



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6743 top1= 79.7075


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6981 top1= 59.1446


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9960 top1= 46.5845

Train epoch 47
[E47B0  |    384/60000 (  1%) ] Loss: 0.0306 top1= 99.7159

=== Log global consensus distance @ E47B0 ===
consensus_distance=0.187



=== Log clique consensus distance @ E47B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.705


[E47B10 |   4224/60000 (  7%) ] Loss: 0.0334 top1= 98.5795

=== Log global consensus distance @ E47B10 ===
consensus_distance=0.187



=== Log clique consensus distance @ E47B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.701


[E47B20 |   8064/60000 ( 13%) ] Loss: 0.0471 top1= 98.8636

=== Log global consensus distance @ E47B20 ===
consensus_distance=0.189



=== Log clique consensus distance @ E47B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.712



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7251 top1= 78.3954


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6972 top1= 58.7139


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8822 top1= 48.2272

Train epoch 48
[E48B0  |    384/60000 (  1%) ] Loss: 0.0364 top1= 98.5795

=== Log global consensus distance @ E48B0 ===
consensus_distance=0.195



=== Log clique consensus distance @ E48B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.740


[E48B10 |   4224/60000 (  7%) ] Loss: 0.0298 top1= 99.1477

=== Log global consensus distance @ E48B10 ===
consensus_distance=0.195



=== Log clique consensus distance @ E48B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.734


[E48B20 |   8064/60000 ( 13%) ] Loss: 0.0421 top1= 98.8636

=== Log global consensus distance @ E48B20 ===
consensus_distance=0.195



=== Log clique consensus distance @ E48B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.735



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7541 top1= 77.5040


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6440 top1= 58.9343


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7040 top1= 48.3173

Train epoch 49
[E49B0  |    384/60000 (  1%) ] Loss: 0.0538 top1= 98.0114

=== Log global consensus distance @ E49B0 ===
consensus_distance=0.195



=== Log clique consensus distance @ E49B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.742


[E49B10 |   4224/60000 (  7%) ] Loss: 0.0371 top1= 99.1477

=== Log global consensus distance @ E49B10 ===
consensus_distance=0.194



=== Log clique consensus distance @ E49B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.736


[E49B20 |   8064/60000 ( 13%) ] Loss: 0.0556 top1= 98.5795

=== Log global consensus distance @ E49B20 ===
consensus_distance=0.196



=== Log clique consensus distance @ E49B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.745



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6971 top1= 79.2167


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6524 top1= 59.5453


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6783 top1= 47.7264

Train epoch 50
[E50B0  |    384/60000 (  1%) ] Loss: 0.0357 top1= 99.1477

=== Log global consensus distance @ E50B0 ===
consensus_distance=0.194



=== Log clique consensus distance @ E50B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.736


[E50B10 |   4224/60000 (  7%) ] Loss: 0.0272 top1= 99.7159

=== Log global consensus distance @ E50B10 ===
consensus_distance=0.191



=== Log clique consensus distance @ E50B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.723


[E50B20 |   8064/60000 ( 13%) ] Loss: 0.0486 top1= 98.5795

=== Log global consensus distance @ E50B20 ===
consensus_distance=0.184



=== Log clique consensus distance @ E50B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.695



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6632 top1= 80.4487


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6864 top1= 59.4852


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8909 top1= 47.1354

