
=== 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=0.006



=== 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 0.417 0.25 ]
 [0.    0.    0.    0.    0.    0.    0.    0.    0.    0.    0.25  0.75 ]]


[E 1B10 |   4224/60000 (  7%) ] Loss: 0.7075 top1= 77.2727

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.408



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.448


[E 1B20 |   8064/60000 ( 13%) ] Loss: 0.2674 top1= 90.9091

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.796



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=3.079



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3808 top1= 60.7772


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.6953 top1= 40.5749


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.4733 top1= 42.0072

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 0.1497 top1= 94.8864

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.800



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=3.127


[E 2B10 |   4224/60000 (  7%) ] Loss: 0.1523 top1= 94.8864

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.641



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=2.494


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.1556 top1= 95.7386

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.483



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.855



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0432 top1= 61.5785


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9008 top1= 47.4659


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9246 top1= 45.1823

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.1208 top1= 96.0227

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.383



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.423


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.1190 top1= 96.5909

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.331



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.197


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.1154 top1= 96.8750

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.292



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.026



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8349 top1= 69.0204


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5620 top1= 47.6963


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1783 top1= 44.2208

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.1100 top1= 95.7386

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.263



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.903


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.1095 top1= 96.5909

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.252



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.855


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.1139 top1= 96.8750

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.243



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.814



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7504 top1= 72.3257


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3555 top1= 48.5577


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8893 top1= 45.1923

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.0833 top1= 97.7273

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.231



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.765


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.0897 top1= 97.1591

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.228



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.747


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.1042 top1= 96.3068

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.220



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.717



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6996 top1= 75.2504


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3270 top1= 47.7364


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7248 top1= 44.7917

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.0854 top1= 97.4432

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.213



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.686


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.0764 top1= 98.5795

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.217



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.700


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.0838 top1= 96.5909

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.212



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.684



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6392 top1= 77.9046


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2361 top1= 48.2071


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9848 top1= 43.8201

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.0657 top1= 98.5795

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.202



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.640


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.0576 top1= 99.1477

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.200



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.630


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.0732 top1= 98.0114

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



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.633



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6516 top1= 77.3438


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2124 top1= 48.4175


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8747 top1= 45.0220

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.0600 top1= 99.1477

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.194



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.608


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.0618 top1= 98.5795

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.192



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.599


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.0657 top1= 98.0114

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.191



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.595



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6400 top1= 78.1751


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1566 top1= 48.6779


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8935 top1= 44.7216

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.0594 top1= 98.8636

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.189



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.587


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.0655 top1= 98.5795

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.189



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.587


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.0599 top1= 98.2955

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.189



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.590



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6562 top1= 77.2937


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3523 top1= 47.8065


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9327 top1= 44.0605

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.0779 top1= 97.4432

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.188



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.586


[E10B10 |   4224/60000 (  7%) ] Loss: 0.0585 top1= 98.8636

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.192



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.604


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.0651 top1= 98.2955

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.192



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.607



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7208 top1= 74.5893


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3179 top1= 48.0068


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8170 top1= 44.6114

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.0697 top1= 98.2955

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.190



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.600


[E11B10 |   4224/60000 (  7%) ] Loss: 0.0704 top1= 98.5795

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.195



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.621


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.0733 top1= 97.4432

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.194



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.618



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7475 top1= 73.8582


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2777 top1= 47.7664


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8159 top1= 44.6514

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.0757 top1= 98.2955

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.194



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.620


[E12B10 |   4224/60000 (  7%) ] Loss: 0.0619 top1= 98.8636

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.197



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.637


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.0900 top1= 97.1591

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.196



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.637



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8246 top1= 70.4026


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3631 top1= 47.2957


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8381 top1= 44.0905

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.0865 top1= 98.0114

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.197



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.638


[E13B10 |   4224/60000 (  7%) ] Loss: 0.0686 top1= 98.8636

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.201



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.663


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.0876 top1= 98.0114

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.199



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.659



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8535 top1= 69.6915


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3760 top1= 46.8750


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9295 top1= 44.1206

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.0895 top1= 98.0114

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.204



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.679


[E14B10 |   4224/60000 (  7%) ] Loss: 0.0721 top1= 98.5795

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.215



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.730


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.0826 top1= 98.0114

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.215



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.736



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8859 top1= 68.3694


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3660 top1= 46.8149


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1186 top1= 44.9519

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.0846 top1= 97.4432

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.216



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.743


[E15B10 |   4224/60000 (  7%) ] Loss: 0.0912 top1= 98.2955

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.219



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.758


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.1116 top1= 96.5909

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.218



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.756



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9221 top1= 66.3962


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3226 top1= 47.4359


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0662 top1= 45.0521

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.0769 top1= 98.0114

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.218



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.756


[E16B10 |   4224/60000 (  7%) ] Loss: 0.0847 top1= 98.0114

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.222



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.775


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.0929 top1= 97.4432

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



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.777



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9802 top1= 64.2428


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3501 top1= 47.9267


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1956 top1= 44.8217

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.0744 top1= 98.0114

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



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.774


[E17B10 |   4224/60000 (  7%) ] Loss: 0.0873 top1= 97.7273

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.221



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.779


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.0877 top1= 98.0114

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.219



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.776



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0267 top1= 62.1595


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4148 top1= 47.6863


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2500 top1= 45.0220

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.0743 top1= 98.5795

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.218



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.773


[E18B10 |   4224/60000 (  7%) ] Loss: 0.0936 top1= 97.7273

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.219



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.778


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.0874 top1= 97.7273

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.220



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.783



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0694 top1= 59.1146


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5127 top1= 47.8566


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2290 top1= 45.2424

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.0873 top1= 98.0114

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.223



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.793


[E19B10 |   4224/60000 (  7%) ] Loss: 0.0861 top1= 97.7273

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.226



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.809


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.0902 top1= 97.4432

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.225



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.808



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0791 top1= 58.5236


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4379 top1= 48.0769


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2139 top1= 45.1823

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.0912 top1= 97.7273

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.228



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.820


[E20B10 |   4224/60000 (  7%) ] Loss: 0.0802 top1= 98.0114

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.232



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.839


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.0937 top1= 98.0114

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.230



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.832



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1355 top1= 55.8694


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3474 top1= 47.8265


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1983 top1= 44.5613

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.0959 top1= 97.1591

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.230



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.827


[E21B10 |   4224/60000 (  7%) ] Loss: 0.0804 top1= 98.2955

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.236



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.859


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.0893 top1= 98.2955

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.236



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.857



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1355 top1= 56.5304


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3217 top1= 47.3458


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1773 top1= 44.5913

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.0875 top1= 97.4432

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.236



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.856


[E22B10 |   4224/60000 (  7%) ] Loss: 0.0902 top1= 98.8636

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.238



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.867


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.0891 top1= 98.0114

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.237



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.862



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1517 top1= 56.2700


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3502 top1= 47.2857


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1408 top1= 44.6314

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.0836 top1= 98.0114

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.237



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.864


[E23B10 |   4224/60000 (  7%) ] Loss: 0.0890 top1= 98.0114

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.238



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.867


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.0933 top1= 98.2955

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.233



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.849



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1189 top1= 57.9627


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3971 top1= 47.3658


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1146 top1= 44.6414

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.0836 top1= 97.7273

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.236



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.856


[E24B10 |   4224/60000 (  7%) ] Loss: 0.0883 top1= 97.7273

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.237



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.866


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.0904 top1= 98.0114

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.232



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.843



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1297 top1= 58.1631


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4487 top1= 47.7965


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1736 top1= 44.7015

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.0849 top1= 98.2955

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.234



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.850


[E25B10 |   4224/60000 (  7%) ] Loss: 0.0853 top1= 97.4432

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.239



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.872


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.0897 top1= 98.0114

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.233



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.850



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1449 top1= 56.1398


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4547 top1= 47.6262


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1107 top1= 44.7817

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.0886 top1= 97.4432

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.238



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.865


[E26B10 |   4224/60000 (  7%) ] Loss: 0.0798 top1= 98.2955

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.245



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.897


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.0910 top1= 98.0114

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.237



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.866



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1447 top1= 55.6490


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4676 top1= 47.0252


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0669 top1= 44.7516

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.0948 top1= 97.4432

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.234



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.848


[E27B10 |   4224/60000 (  7%) ] Loss: 0.0921 top1= 98.5795

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.236



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.860


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.0962 top1= 97.4432

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.233



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.851



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1102 top1= 58.0629


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3992 top1= 47.7163


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2127 top1= 44.5112

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.1007 top1= 97.1591

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.230



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.835


[E28B10 |   4224/60000 (  7%) ] Loss: 0.0980 top1= 97.7273

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.231



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.841


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.0944 top1= 97.4432

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.232



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.846



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1181 top1= 58.0128


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3825 top1= 47.6863


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2082 top1= 44.7516

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.0864 top1= 98.0114

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.233



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.847


[E29B10 |   4224/60000 (  7%) ] Loss: 0.0948 top1= 98.2955

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.232



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.846


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.0842 top1= 98.2955

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.230



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.837



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1442 top1= 56.3902


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4777 top1= 47.7764


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2318 top1= 45.0721

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.0774 top1= 98.5795

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.228



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.826


[E30B10 |   4224/60000 (  7%) ] Loss: 0.0959 top1= 97.7273

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.227



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.824


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.0807 top1= 98.2955

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.225



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.814



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1319 top1= 56.5705


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5389 top1= 47.0553


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2045 top1= 45.2023

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.0794 top1= 98.5795

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.227



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.822


[E31B10 |   4224/60000 (  7%) ] Loss: 0.0922 top1= 98.2955

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.226



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.819


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.0925 top1= 97.1591

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.226



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.821



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1226 top1= 56.9511


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4744 top1= 47.7264


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2167 top1= 45.1623

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.0861 top1= 98.2955

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.229



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.832


[E32B10 |   4224/60000 (  7%) ] Loss: 0.0915 top1= 97.7273

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.231



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.838


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.0829 top1= 98.0114

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.228



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.829



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1136 top1= 58.8141


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5514 top1= 47.5260


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2330 top1= 45.0321

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.0927 top1= 97.7273

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.227



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.823


[E33B10 |   4224/60000 (  7%) ] Loss: 0.0942 top1= 98.0114

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.230



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.836


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.0857 top1= 98.5795

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.228



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.830



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1587 top1= 55.2384


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5218 top1= 47.5561


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2281 top1= 45.1522

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.0918 top1= 98.2955

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.227



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.822


[E34B10 |   4224/60000 (  7%) ] Loss: 0.0897 top1= 98.2955

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.228



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.830


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.0840 top1= 98.2955

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.229



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.832



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1579 top1= 55.6791


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5269 top1= 47.3658


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1382 top1= 45.1422

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.0899 top1= 97.7273

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.230



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.833


[E35B10 |   4224/60000 (  7%) ] Loss: 0.0862 top1= 98.2955

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.231



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.840


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.0857 top1= 98.0114

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.229



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.834



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1609 top1= 55.7192


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4839 top1= 47.7564


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0757 top1= 44.6715

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.0907 top1= 98.0114

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.229



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.830


[E36B10 |   4224/60000 (  7%) ] Loss: 0.0987 top1= 97.4432

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.230



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.836


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.0832 top1= 98.0114

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.229



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.834



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1559 top1= 56.7308


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5127 top1= 47.7865


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1019 top1= 44.9018

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.0885 top1= 98.0114

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.226



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.819


[E37B10 |   4224/60000 (  7%) ] Loss: 0.1041 top1= 98.0114

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.228



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.826


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.0811 top1= 97.7273

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.229



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.834



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1339 top1= 58.2632


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5017 top1= 47.9267


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1306 top1= 45.1022

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.0808 top1= 98.5795

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.227



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.821


[E38B10 |   4224/60000 (  7%) ] Loss: 0.0999 top1= 98.0114

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.225



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.816


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.0778 top1= 97.7273

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.227



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.822



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1409 top1= 56.9611


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5281 top1= 47.7865


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1170 top1= 45.1122

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.0853 top1= 98.5795

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.227



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.823


[E39B10 |   4224/60000 (  7%) ] Loss: 0.0893 top1= 97.1591

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.225



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.817


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.0740 top1= 98.8636

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.223



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.808



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1661 top1= 54.7276


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5165 top1= 47.8966


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1263 top1= 45.3526

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.0786 top1= 98.5795

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.225



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.812


[E40B10 |   4224/60000 (  7%) ] Loss: 0.0874 top1= 97.7273

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.225



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.816


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.0810 top1= 98.2955

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.224



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.810



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1188 top1= 58.7841


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5683 top1= 47.8365


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0890 top1= 45.2524

Train epoch 41
[E41B0  |    384/60000 (  1%) ] Loss: 0.0844 top1= 98.2955

=== Log global consensus distance @ E41B0 ===
consensus_distance=0.228



=== Log clique consensus distance @ E41B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.824


[E41B10 |   4224/60000 (  7%) ] Loss: 0.0886 top1= 98.2955

=== Log global consensus distance @ E41B10 ===
consensus_distance=0.229



=== Log clique consensus distance @ E41B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.832


[E41B20 |   8064/60000 ( 13%) ] Loss: 0.0840 top1= 98.0114

=== Log global consensus distance @ E41B20 ===
consensus_distance=0.227



=== Log clique consensus distance @ E41B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.822



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1131 top1= 59.0845


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5933 top1= 47.4659


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0743 top1= 44.9219

Train epoch 42
[E42B0  |    384/60000 (  1%) ] Loss: 0.0992 top1= 97.7273

=== Log global consensus distance @ E42B0 ===
consensus_distance=0.231



=== Log clique consensus distance @ E42B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.837


[E42B10 |   4224/60000 (  7%) ] Loss: 0.0875 top1= 98.0114

=== Log global consensus distance @ E42B10 ===
consensus_distance=0.235



=== Log clique consensus distance @ E42B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.857


[E42B20 |   8064/60000 ( 13%) ] Loss: 0.0840 top1= 98.0114

=== Log global consensus distance @ E42B20 ===
consensus_distance=0.233



=== Log clique consensus distance @ E42B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.853



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1349 top1= 58.2031


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5314 top1= 47.3858


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0724 top1= 44.2308

Train epoch 43
[E43B0  |    384/60000 (  1%) ] Loss: 0.1053 top1= 96.8750

=== Log global consensus distance @ E43B0 ===
consensus_distance=0.231



=== Log clique consensus distance @ E43B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.840


[E43B10 |   4224/60000 (  7%) ] Loss: 0.0964 top1= 97.7273

=== Log global consensus distance @ E43B10 ===
consensus_distance=0.233



=== Log clique consensus distance @ E43B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.849


[E43B20 |   8064/60000 ( 13%) ] Loss: 0.0808 top1= 98.5795

=== Log global consensus distance @ E43B20 ===
consensus_distance=0.232



=== Log clique consensus distance @ E43B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.848



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0978 top1= 61.0176


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5996 top1= 47.0753


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0636 top1= 44.6014

Train epoch 44
[E44B0  |    384/60000 (  1%) ] Loss: 0.1082 top1= 96.3068

=== Log global consensus distance @ E44B0 ===
consensus_distance=0.231



=== Log clique consensus distance @ E44B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.837


[E44B10 |   4224/60000 (  7%) ] Loss: 0.1111 top1= 97.7273

=== Log global consensus distance @ E44B10 ===
consensus_distance=0.234



=== Log clique consensus distance @ E44B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.856


[E44B20 |   8064/60000 ( 13%) ] Loss: 0.0845 top1= 98.0114

=== Log global consensus distance @ E44B20 ===
consensus_distance=0.236



=== Log clique consensus distance @ E44B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.866



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0919 top1= 62.0493


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4916 top1= 47.1254


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9861 top1= 44.7616

Train epoch 45
[E45B0  |    384/60000 (  1%) ] Loss: 0.0926 top1= 97.7273

=== Log global consensus distance @ E45B0 ===
consensus_distance=0.238



=== Log clique consensus distance @ E45B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.870


[E45B10 |   4224/60000 (  7%) ] Loss: 0.1108 top1= 97.1591

=== Log global consensus distance @ E45B10 ===
consensus_distance=0.245



=== Log clique consensus distance @ E45B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.904


[E45B20 |   8064/60000 ( 13%) ] Loss: 0.0857 top1= 98.0114

=== Log global consensus distance @ E45B20 ===
consensus_distance=0.250



=== Log clique consensus distance @ E45B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.926



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0881 top1= 61.6687


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3964 top1= 46.9151


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9160 top1= 44.8017

Train epoch 46
[E46B0  |    384/60000 (  1%) ] Loss: 0.0832 top1= 97.7273

=== Log global consensus distance @ E46B0 ===
consensus_distance=0.247



=== Log clique consensus distance @ E46B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.908


[E46B10 |   4224/60000 (  7%) ] Loss: 0.0867 top1= 98.2955

=== Log global consensus distance @ E46B10 ===
consensus_distance=0.242



=== Log clique consensus distance @ E46B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.891


[E46B20 |   8064/60000 ( 13%) ] Loss: 0.0855 top1= 97.7273

=== Log global consensus distance @ E46B20 ===
consensus_distance=0.235



=== Log clique consensus distance @ E46B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.861



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0527 top1= 65.4848


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4186 top1= 47.6963


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9111 top1= 44.7516

Train epoch 47
[E47B0  |    384/60000 (  1%) ] Loss: 0.0911 top1= 97.1591

=== Log global consensus distance @ E47B0 ===
consensus_distance=0.239



=== Log clique consensus distance @ E47B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.872


[E47B10 |   4224/60000 (  7%) ] Loss: 0.0855 top1= 98.2955

=== Log global consensus distance @ E47B10 ===
consensus_distance=0.240



=== Log clique consensus distance @ E47B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.880


[E47B20 |   8064/60000 ( 13%) ] Loss: 0.1029 top1= 97.1591

=== Log global consensus distance @ E47B20 ===
consensus_distance=0.235



=== Log clique consensus distance @ E47B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.858



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0306 top1= 66.3261


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4699 top1= 47.2556


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9246 top1= 44.4712

Train epoch 48
[E48B0  |    384/60000 (  1%) ] Loss: 0.1210 top1= 96.0227

=== Log global consensus distance @ E48B0 ===
consensus_distance=0.244



=== Log clique consensus distance @ E48B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.891


[E48B10 |   4224/60000 (  7%) ] Loss: 0.0940 top1= 97.7273

=== Log global consensus distance @ E48B10 ===
consensus_distance=0.254



=== Log clique consensus distance @ E48B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.941


[E48B20 |   8064/60000 ( 13%) ] Loss: 0.1040 top1= 98.0114

=== Log global consensus distance @ E48B20 ===
consensus_distance=0.251



=== Log clique consensus distance @ E48B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.932



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0432 top1= 65.0741


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2602 top1= 47.1254


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9198 top1= 43.9904

Train epoch 49
[E49B0  |    384/60000 (  1%) ] Loss: 0.1095 top1= 96.0227

=== Log global consensus distance @ E49B0 ===
consensus_distance=0.256



=== Log clique consensus distance @ E49B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.946


[E49B10 |   4224/60000 (  7%) ] Loss: 0.1043 top1= 98.0114

=== Log global consensus distance @ E49B10 ===
consensus_distance=0.258



=== Log clique consensus distance @ E49B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.960


[E49B20 |   8064/60000 ( 13%) ] Loss: 0.1124 top1= 96.8750

=== Log global consensus distance @ E49B20 ===
consensus_distance=0.251



=== Log clique consensus distance @ E49B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.929



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0566 top1= 63.8522


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3009 top1= 47.3758


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9105 top1= 44.2208

Train epoch 50
[E50B0  |    384/60000 (  1%) ] Loss: 0.0967 top1= 97.4432

=== Log global consensus distance @ E50B0 ===
consensus_distance=0.249



=== Log clique consensus distance @ E50B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.917


[E50B10 |   4224/60000 (  7%) ] Loss: 0.1131 top1= 96.8750

=== Log global consensus distance @ E50B10 ===
consensus_distance=0.250



=== Log clique consensus distance @ E50B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.923


[E50B20 |   8064/60000 ( 13%) ] Loss: 0.1043 top1= 98.0114

=== Log global consensus distance @ E50B20 ===
consensus_distance=0.248



=== Log clique consensus distance @ E50B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.917



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0622 top1= 63.9423


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3692 top1= 47.5661


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9414 top1= 44.1707

