
=== 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 0.542 0.125]
 [0.    0.    0.    0.    0.    0.    0.    0.    0.    0.    0.125 0.875]]


[E 1B10 |   4224/60000 (  7%) ] Loss: 0.3902 top1= 87.2159

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.429



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.017
clique2_consensus_distance=1.581


[E 1B20 |   8064/60000 ( 13%) ] Loss: 0.2131 top1= 94.6023

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.809



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=3.234



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6691 top1= 53.1751


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.5982 top1= 40.1042


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.3598 top1= 42.6182

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 0.1310 top1= 96.3068

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.911



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=3.732


[E 2B10 |   4224/60000 (  7%) ] Loss: 0.1336 top1= 95.4545

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.849



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=3.524


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.1605 top1= 95.1705

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.749



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=3.118



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2346 top1= 57.5321


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.1134 top1= 47.0353


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.9328 top1= 44.9018

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.1043 top1= 96.8750

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.650



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=2.690


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.1126 top1= 95.7386

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.594



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=2.437


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.1065 top1= 97.4432

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.540



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=2.211



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1036 top1= 61.6486


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0472 top1= 47.1755


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.1617 top1= 44.8618

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.0867 top1= 96.8750

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.492



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=2.023


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.0715 top1= 97.7273

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.464



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=1.902


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.0917 top1= 96.8750

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.435



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=1.775



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8657 top1= 68.3494


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6602 top1= 49.5693


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.6296 top1= 44.8017

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.0451 top1= 99.1477

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.401



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=1.646


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.0621 top1= 97.7273

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.374



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=1.530


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.1271 top1= 96.8750

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.348



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=1.424



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8151 top1= 70.9736


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2881 top1= 51.9531


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.1214 top1= 44.7817

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.0342 top1= 99.1477

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.335



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=1.361


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.0690 top1= 98.0114

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.328



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=1.332


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.0748 top1= 98.2955

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.308



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=1.253



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7673 top1= 72.7764


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1176 top1= 54.1466


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7238 top1= 44.3409

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.0377 top1= 99.1477

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.294



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=1.206


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.0291 top1= 99.1477

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.289



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=1.185


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.0477 top1= 98.2955

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.276



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=1.138



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6661 top1= 76.5525


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9738 top1= 56.4904


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5064 top1= 43.9904

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.0313 top1= 99.4318

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.264



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=1.098


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.0301 top1= 99.4318

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.252



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=1.044


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.0286 top1= 99.7159

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.239



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.992



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6296 top1= 78.5056


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0019 top1= 56.6707


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1941 top1= 46.0136

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.0322 top1= 99.4318

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.234



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.975


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.0257 top1= 98.8636

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.212



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.880


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.0343 top1= 98.8636

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.195



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.810



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4974 top1= 83.0028


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7088 top1= 59.2448


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9099 top1= 47.2756

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.0169 top1=100.0000

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.183



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.761


[E10B10 |   4224/60000 (  7%) ] Loss: 0.0270 top1= 99.4318

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.169



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.701


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.0364 top1= 98.2955

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.157



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.650



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4555 top1= 84.3950


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5492 top1= 61.2480


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6309 top1= 47.4960

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.0235 top1= 99.1477

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.140



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.581


[E11B10 |   4224/60000 (  7%) ] Loss: 0.0158 top1= 99.7159

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.120



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.499


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.0137 top1= 99.4318

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.115



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.477



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4252 top1= 86.0978


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5360 top1= 63.0108


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1846 top1= 52.2736

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.0172 top1= 99.7159

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.103



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.423


[E12B10 |   4224/60000 (  7%) ] Loss: 0.0120 top1=100.0000

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.094



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.386


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.0219 top1= 99.1477

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.093



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.382



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3866 top1= 87.8906


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3823 top1= 65.0942


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0060 top1= 55.4287

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.0083 top1=100.0000

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.087



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.355


[E13B10 |   4224/60000 (  7%) ] Loss: 0.0130 top1= 99.7159

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.075



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.299


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.0073 top1=100.0000

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.069



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.271



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3907 top1= 87.7704


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2793 top1= 68.2192


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8137 top1= 57.6923

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.0080 top1=100.0000

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.061



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.242


[E14B10 |   4224/60000 (  7%) ] Loss: 0.0159 top1= 99.7159

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.055



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.217


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.0129 top1= 99.7159

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.053



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.202



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3753 top1= 88.3514


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2521 top1= 68.9904


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7551 top1= 58.8442

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.0063 top1=100.0000

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.052



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.194


[E15B10 |   4224/60000 (  7%) ] Loss: 0.0060 top1=100.0000

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.049



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.185


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.0097 top1= 99.7159

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.049



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.186



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3698 top1= 88.5817


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2360 top1= 69.6915


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6099 top1= 60.8073

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.0059 top1=100.0000

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.045



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.174


[E16B10 |   4224/60000 (  7%) ] Loss: 0.0175 top1= 99.7159

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.040



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.158


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.0056 top1=100.0000

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.042



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.160



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3585 top1= 89.1426


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1873 top1= 72.4559


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5367 top1= 63.0809

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.0056 top1=100.0000

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.042



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.154


[E17B10 |   4224/60000 (  7%) ] Loss: 0.0039 top1=100.0000

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.037



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.138


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.0038 top1=100.0000

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.039



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.146



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3534 top1= 89.5433


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1641 top1= 72.2456


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5757 top1= 62.8506

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.0053 top1=100.0000

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.040



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.151


[E18B10 |   4224/60000 (  7%) ] Loss: 0.0190 top1= 99.4318

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.042



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.164


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.0057 top1=100.0000

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.041



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.156



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3732 top1= 89.1426


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0767 top1= 74.8097


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4970 top1= 64.4531

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.0120 top1= 99.7159

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.039



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.150


[E19B10 |   4224/60000 (  7%) ] Loss: 0.0139 top1= 99.4318

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.036



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.136


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.0047 top1=100.0000

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.036



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.127



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3539 top1= 89.8838


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0101 top1= 75.1803


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4047 top1= 66.4062

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.0049 top1=100.0000

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.033



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.116


[E20B10 |   4224/60000 (  7%) ] Loss: 0.0033 top1=100.0000

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.031



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.110


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.0041 top1=100.0000

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.032



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.112



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3803 top1= 89.0124


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0404 top1= 75.6210


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6901 top1= 62.5901

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.0024 top1=100.0000

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.033



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.120


[E21B10 |   4224/60000 (  7%) ] Loss: 0.0030 top1=100.0000

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.029



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.107


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.0025 top1=100.0000

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.029



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.109



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3639 top1= 89.9539


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0592 top1= 75.4407


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4077 top1= 67.2075

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.0030 top1=100.0000

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.028



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.106


[E22B10 |   4224/60000 (  7%) ] Loss: 0.0026 top1=100.0000

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.026



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.099


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.0031 top1=100.0000

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.027



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.100



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3693 top1= 89.9539


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0668 top1= 75.4107


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3887 top1= 67.5781

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.0025 top1=100.0000

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.027



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.103


[E23B10 |   4224/60000 (  7%) ] Loss: 0.0025 top1=100.0000

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.026



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.095


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.0027 top1=100.0000

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.027



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.100



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3722 top1= 89.8738


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0598 top1= 75.5409


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4253 top1= 67.0573

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.0026 top1=100.0000

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.027



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.103


[E24B10 |   4224/60000 (  7%) ] Loss: 0.0025 top1=100.0000

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.026



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.095


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.0028 top1=100.0000

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.026



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.099



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3724 top1= 89.9639


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0980 top1= 74.9299


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4255 top1= 67.1074

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.0025 top1=100.0000

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.028



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.106


[E25B10 |   4224/60000 (  7%) ] Loss: 0.0024 top1=100.0000

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.026



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.097


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.0029 top1=100.0000

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.026



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.099



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3741 top1= 89.8538


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0578 top1= 75.7212


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4282 top1= 67.0373

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.0027 top1=100.0000

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.027



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.103


[E26B10 |   4224/60000 (  7%) ] Loss: 0.0024 top1=100.0000

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.026



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.096


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.0028 top1=100.0000

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.027



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.099



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3764 top1= 89.9139


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0837 top1= 75.2304


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4327 top1= 67.0172

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.0025 top1=100.0000

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.028



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.105


[E27B10 |   4224/60000 (  7%) ] Loss: 0.0024 top1=100.0000

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.026



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.098


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.0028 top1=100.0000

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.027



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.099



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3749 top1= 89.8237


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0551 top1= 75.7512


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4305 top1= 67.0573

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.0027 top1=100.0000

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.027



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.103


[E28B10 |   4224/60000 (  7%) ] Loss: 0.0024 top1=100.0000

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.026



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.096


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.0027 top1=100.0000

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.027



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.100



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3779 top1= 89.8738


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0705 top1= 75.5308


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4350 top1= 67.0072

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.0025 top1=100.0000

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.028



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.104


[E29B10 |   4224/60000 (  7%) ] Loss: 0.0024 top1=100.0000

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.026



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.097


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.0028 top1=100.0000

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.026



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.099



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3746 top1= 89.8237


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0652 top1= 75.5709


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4322 top1= 67.0573

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.0027 top1=100.0000

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.027



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.103


[E30B10 |   4224/60000 (  7%) ] Loss: 0.0024 top1=100.0000

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.026



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.096


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.0028 top1=100.0000

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.026



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.099



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3779 top1= 89.9239


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0706 top1= 75.6611


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4339 top1= 67.0473

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.0025 top1=100.0000

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.028



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.104


[E31B10 |   4224/60000 (  7%) ] Loss: 0.0024 top1=100.0000

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.026



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.098


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.0027 top1=100.0000

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.026



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.099



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3743 top1= 89.8337


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0711 top1= 75.5208


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4360 top1= 67.0172

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.0027 top1=100.0000

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.028



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.103


[E32B10 |   4224/60000 (  7%) ] Loss: 0.0024 top1=100.0000

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.026



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.096


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.0027 top1=100.0000

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.026



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.098



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3780 top1= 89.9038


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0718 top1= 75.6110


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4363 top1= 67.0373

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.0025 top1=100.0000

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.028



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.104


[E33B10 |   4224/60000 (  7%) ] Loss: 0.0024 top1=100.0000

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.026



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.097


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.0027 top1=100.0000

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.026



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.099



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3753 top1= 89.8037


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0669 top1= 75.5909


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4329 top1= 67.0473

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.0027 top1=100.0000

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.027



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.103


[E34B10 |   4224/60000 (  7%) ] Loss: 0.0024 top1=100.0000

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.026



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.096


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.0027 top1=100.0000

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.026



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.098



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3783 top1= 89.8738


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0727 top1= 75.6210


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4388 top1= 67.0072

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.0025 top1=100.0000

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.028



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.104


[E35B10 |   4224/60000 (  7%) ] Loss: 0.0024 top1=100.0000

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.026



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.097


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.0027 top1=100.0000

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.026



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.099



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3758 top1= 89.8137


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0627 top1= 75.7212


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4359 top1= 67.0272

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.0027 top1=100.0000

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.027



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.102


[E36B10 |   4224/60000 (  7%) ] Loss: 0.0023 top1=100.0000

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.026



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.095


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.0027 top1=100.0000

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.026



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.098



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3782 top1= 89.8738


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0760 top1= 75.5709


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4381 top1= 67.0272

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.0025 top1=100.0000

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.028



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.104


[E37B10 |   4224/60000 (  7%) ] Loss: 0.0024 top1=100.0000

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.026



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.097


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.0027 top1=100.0000

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.026



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.099



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3764 top1= 89.8237


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0624 top1= 75.7212


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4375 top1= 67.0473

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.0027 top1=100.0000

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.027



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.102


[E38B10 |   4224/60000 (  7%) ] Loss: 0.0023 top1=100.0000

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.026



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.095


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.0027 top1=100.0000

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.026



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.098



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3780 top1= 89.8638


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0768 top1= 75.5609


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4380 top1= 67.0573

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.0025 top1=100.0000

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.028



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.104


[E39B10 |   4224/60000 (  7%) ] Loss: 0.0024 top1=100.0000

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.026



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.097


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.0027 top1=100.0000

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.026



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.098



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3767 top1= 89.8137


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0606 top1= 75.7111


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4378 top1= 67.0272

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.0027 top1=100.0000

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.027



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.102


[E40B10 |   4224/60000 (  7%) ] Loss: 0.0023 top1=100.0000

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.026



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.095


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.0027 top1=100.0000

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.026



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.098



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3783 top1= 89.8638


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0784 top1= 75.5809


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4411 top1= 66.9972

Train epoch 41
[E41B0  |    384/60000 (  1%) ] Loss: 0.0025 top1=100.0000

=== Log global consensus distance @ E41B0 ===
consensus_distance=0.028



=== Log clique consensus distance @ E41B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.104


[E41B10 |   4224/60000 (  7%) ] Loss: 0.0024 top1=100.0000

=== Log global consensus distance @ E41B10 ===
consensus_distance=0.026



=== Log clique consensus distance @ E41B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.097


[E41B20 |   8064/60000 ( 13%) ] Loss: 0.0026 top1=100.0000

=== Log global consensus distance @ E41B20 ===
consensus_distance=0.026



=== Log clique consensus distance @ E41B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.098



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3766 top1= 89.8137


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0638 top1= 75.7312


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4401 top1= 67.0172

Train epoch 42
[E42B0  |    384/60000 (  1%) ] Loss: 0.0027 top1=100.0000

=== Log global consensus distance @ E42B0 ===
consensus_distance=0.027



=== Log clique consensus distance @ E42B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.102


[E42B10 |   4224/60000 (  7%) ] Loss: 0.0023 top1=100.0000

=== Log global consensus distance @ E42B10 ===
consensus_distance=0.026



=== Log clique consensus distance @ E42B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.095


[E42B20 |   8064/60000 ( 13%) ] Loss: 0.0027 top1=100.0000

=== Log global consensus distance @ E42B20 ===
consensus_distance=0.026



=== Log clique consensus distance @ E42B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.097



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3788 top1= 89.8738


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0769 top1= 75.6210


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4408 top1= 67.0072

Train epoch 43
[E43B0  |    384/60000 (  1%) ] Loss: 0.0025 top1=100.0000

=== Log global consensus distance @ E43B0 ===
consensus_distance=0.028



=== Log clique consensus distance @ E43B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.103


[E43B10 |   4224/60000 (  7%) ] Loss: 0.0024 top1=100.0000

=== Log global consensus distance @ E43B10 ===
consensus_distance=0.026



=== Log clique consensus distance @ E43B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.097


[E43B20 |   8064/60000 ( 13%) ] Loss: 0.0027 top1=100.0000

=== Log global consensus distance @ E43B20 ===
consensus_distance=0.026



=== Log clique consensus distance @ E43B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.098



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3768 top1= 89.8037


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0634 top1= 75.7212


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4410 top1= 66.9872

Train epoch 44
[E44B0  |    384/60000 (  1%) ] Loss: 0.0027 top1=100.0000

=== Log global consensus distance @ E44B0 ===
consensus_distance=0.027



=== Log clique consensus distance @ E44B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.102


[E44B10 |   4224/60000 (  7%) ] Loss: 0.0023 top1=100.0000

=== Log global consensus distance @ E44B10 ===
consensus_distance=0.026



=== Log clique consensus distance @ E44B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.095


[E44B20 |   8064/60000 ( 13%) ] Loss: 0.0026 top1=100.0000

=== Log global consensus distance @ E44B20 ===
consensus_distance=0.026



=== Log clique consensus distance @ E44B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.097



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3787 top1= 89.8938


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0781 top1= 75.6210


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4435 top1= 66.9371

Train epoch 45
[E45B0  |    384/60000 (  1%) ] Loss: 0.0025 top1=100.0000

=== Log global consensus distance @ E45B0 ===
consensus_distance=0.028



=== Log clique consensus distance @ E45B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.103


[E45B10 |   4224/60000 (  7%) ] Loss: 0.0024 top1=100.0000

=== Log global consensus distance @ E45B10 ===
consensus_distance=0.026



=== Log clique consensus distance @ E45B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.097


[E45B20 |   8064/60000 ( 13%) ] Loss: 0.0026 top1=100.0000

=== Log global consensus distance @ E45B20 ===
consensus_distance=0.026



=== Log clique consensus distance @ E45B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.098



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3770 top1= 89.7937


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0656 top1= 75.7212


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4404 top1= 66.9671

Train epoch 46
[E46B0  |    384/60000 (  1%) ] Loss: 0.0027 top1=100.0000

=== Log global consensus distance @ E46B0 ===
consensus_distance=0.027



=== Log clique consensus distance @ E46B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.102


[E46B10 |   4224/60000 (  7%) ] Loss: 0.0023 top1=100.0000

=== Log global consensus distance @ E46B10 ===
consensus_distance=0.026



=== Log clique consensus distance @ E46B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.095


[E46B20 |   8064/60000 ( 13%) ] Loss: 0.0026 top1=100.0000

=== Log global consensus distance @ E46B20 ===
consensus_distance=0.026



=== Log clique consensus distance @ E46B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.097



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3790 top1= 89.8938


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0773 top1= 75.6711


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4436 top1= 66.9271

Train epoch 47
[E47B0  |    384/60000 (  1%) ] Loss: 0.0025 top1=100.0000

=== Log global consensus distance @ E47B0 ===
consensus_distance=0.028



=== Log clique consensus distance @ E47B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.103


[E47B10 |   4224/60000 (  7%) ] Loss: 0.0023 top1=100.0000

=== Log global consensus distance @ E47B10 ===
consensus_distance=0.026



=== Log clique consensus distance @ E47B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.097


[E47B20 |   8064/60000 ( 13%) ] Loss: 0.0026 top1=100.0000

=== Log global consensus distance @ E47B20 ===
consensus_distance=0.026



=== Log clique consensus distance @ E47B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.098



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3771 top1= 89.8137


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0663 top1= 75.7312


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4433 top1= 66.9271

Train epoch 48
[E48B0  |    384/60000 (  1%) ] Loss: 0.0027 top1=100.0000

=== Log global consensus distance @ E48B0 ===
consensus_distance=0.027



=== Log clique consensus distance @ E48B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.101


[E48B10 |   4224/60000 (  7%) ] Loss: 0.0023 top1=100.0000

=== Log global consensus distance @ E48B10 ===
consensus_distance=0.026



=== Log clique consensus distance @ E48B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.095


[E48B20 |   8064/60000 ( 13%) ] Loss: 0.0026 top1=100.0000

=== Log global consensus distance @ E48B20 ===
consensus_distance=0.026



=== Log clique consensus distance @ E48B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.097



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3791 top1= 89.8738


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0789 top1= 75.6010


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4437 top1= 66.9271

Train epoch 49
[E49B0  |    384/60000 (  1%) ] Loss: 0.0025 top1=100.0000

=== Log global consensus distance @ E49B0 ===
consensus_distance=0.028



=== Log clique consensus distance @ E49B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.103


[E49B10 |   4224/60000 (  7%) ] Loss: 0.0023 top1=100.0000

=== Log global consensus distance @ E49B10 ===
consensus_distance=0.026



=== Log clique consensus distance @ E49B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.097


[E49B20 |   8064/60000 ( 13%) ] Loss: 0.0026 top1=100.0000

=== Log global consensus distance @ E49B20 ===
consensus_distance=0.026



=== Log clique consensus distance @ E49B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.097



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3772 top1= 89.8037


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0671 top1= 75.7312


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4437 top1= 66.8970

Train epoch 50
[E50B0  |    384/60000 (  1%) ] Loss: 0.0027 top1=100.0000

=== Log global consensus distance @ E50B0 ===
consensus_distance=0.027



=== Log clique consensus distance @ E50B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.101


[E50B10 |   4224/60000 (  7%) ] Loss: 0.0023 top1=100.0000

=== Log global consensus distance @ E50B10 ===
consensus_distance=0.026



=== Log clique consensus distance @ E50B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.095


[E50B20 |   8064/60000 ( 13%) ] Loss: 0.0026 top1=100.0000

=== Log global consensus distance @ E50B20 ===
consensus_distance=0.026



=== Log clique consensus distance @ E50B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.097



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3791 top1= 89.8838


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0792 top1= 75.6310


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4454 top1= 66.8770

