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

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

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

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



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



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



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


[E 1B10 |   4224/60000 (  7%) ] Loss: 0.5154 top1= 83.5227

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.373



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=1.481


[E 1B20 |   8064/60000 ( 13%) ] Loss: 0.2518 top1= 92.6136

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.711



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=2.978



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5111 top1= 58.1330


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.1483 top1= 40.7252


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.7645 top1= 42.0673

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 0.1411 top1= 95.1705

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.707



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=3.004


[E 2B10 |   4224/60000 (  7%) ] Loss: 0.1387 top1= 95.1705

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.577



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=2.445


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.1623 top1= 95.1705

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.438



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.867



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9673 top1= 64.2528


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8739 top1= 48.1170


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.1340 top1= 45.3826

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.1107 top1= 96.0227

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.336



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=1.431


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.1075 top1= 96.3068

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.282



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=1.192


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.1093 top1= 97.1591

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.238



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=1.001



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7378 top1= 73.2171


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4816 top1= 49.4191


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1943 top1= 44.3209

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.1331 top1= 95.4545

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.208



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.876


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.0784 top1= 97.7273

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.202



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.840


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.1104 top1= 96.8750

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.192



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.799



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5686 top1= 80.0681


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2089 top1= 52.9046


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8853 top1= 44.8618

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.0418 top1= 99.1477

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.175



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.733


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.1067 top1= 96.3068

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.167



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.683


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.0978 top1= 96.8750

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.163



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.670



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4953 top1= 82.7224


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9838 top1= 55.5689


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6343 top1= 47.0653

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.0437 top1= 98.8636

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.158



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.658


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.0395 top1= 98.2955

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.155



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.642


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.0490 top1= 98.5795

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.144



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.600



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5027 top1= 81.8910


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0810 top1= 56.1899


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3970 top1= 49.1687

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.0263 top1= 99.4318

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.140



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.587


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.0285 top1= 99.4318

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.141



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.586


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.0683 top1= 98.8636

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.135



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.563



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4552 top1= 83.5036


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9655 top1= 56.7408


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4046 top1= 50.4207

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.0297 top1= 98.8636

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.138



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.572


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.0316 top1= 99.4318

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.141



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.585


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.0496 top1= 98.5795

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.145



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.604



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4447 top1= 84.1747


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7580 top1= 58.3834


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4568 top1= 52.0232

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.0309 top1= 98.8636

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.150



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.625


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.0533 top1= 98.0114

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.147



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.612


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.0480 top1= 97.4432

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.146



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.605



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4600 top1= 83.9343


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5997 top1= 61.3281


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1850 top1= 54.0865

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.0497 top1= 98.5795

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.139



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.575


[E10B10 |   4224/60000 (  7%) ] Loss: 0.0411 top1= 98.8636

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.129



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.534


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.0175 top1= 99.7159

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.116



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.485



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4241 top1= 85.3265


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3322 top1= 64.9539


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0915 top1= 56.0497

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.0098 top1=100.0000

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.103



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.433


[E11B10 |   4224/60000 (  7%) ] Loss: 0.0155 top1= 99.7159

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.089



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.367


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.0164 top1= 99.7159

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.080



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.333



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3507 top1= 88.7220


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3709 top1= 66.9772


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5453 top1= 60.9675

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.0108 top1=100.0000

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.075



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.308


[E12B10 |   4224/60000 (  7%) ] Loss: 0.0077 top1=100.0000

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.072



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.297


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.0155 top1= 99.4318

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.064



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.261



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3669 top1= 88.1210


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2886 top1= 69.4111


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7684 top1= 60.0962

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.0073 top1=100.0000

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.059



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.241


[E13B10 |   4224/60000 (  7%) ] Loss: 0.0059 top1=100.0000

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.053



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.213


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.0055 top1=100.0000

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.050



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.203



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3700 top1= 88.4115


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2355 top1= 71.8550


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7650 top1= 61.2881

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.0090 top1=100.0000

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.050



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.200


[E14B10 |   4224/60000 (  7%) ] Loss: 0.0101 top1=100.0000

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.045



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.179


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.0079 top1=100.0000

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.044



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.178



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3423 top1= 89.6234


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2405 top1= 70.7732


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4073 top1= 65.9455

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.0048 top1=100.0000

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.040



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.163


[E15B10 |   4224/60000 (  7%) ] Loss: 0.0058 top1=100.0000

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.036



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.145


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.0045 top1=100.0000

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.035



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.141



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3425 top1= 89.8538


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2503 top1= 71.1138


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4019 top1= 67.4579

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.0044 top1=100.0000

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.033



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.133


[E16B10 |   4224/60000 (  7%) ] Loss: 0.0069 top1= 99.7159

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.030



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.121


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.0027 top1=100.0000

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.030



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.119



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3467 top1= 89.7736


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1896 top1= 72.2656


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4638 top1= 66.7568

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.0033 top1=100.0000

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.029



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.117


[E17B10 |   4224/60000 (  7%) ] Loss: 0.0034 top1=100.0000

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.026



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.103


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.0025 top1=100.0000

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.027



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.109



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3506 top1= 89.8037


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1268 top1= 73.7280


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4081 top1= 67.7684

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.0032 top1=100.0000

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.026



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.105


[E18B10 |   4224/60000 (  7%) ] Loss: 0.0033 top1=100.0000

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.024



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.096


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.0026 top1=100.0000

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.025



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.098



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3516 top1= 89.8438


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1451 top1= 73.6278


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3694 top1= 68.6599

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.0031 top1=100.0000

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.025



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.099


[E19B10 |   4224/60000 (  7%) ] Loss: 0.0035 top1=100.0000

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.023



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.092


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.0025 top1=100.0000

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.024



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.096



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3528 top1= 89.8838


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1076 top1= 74.1787


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3850 top1= 68.3894

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.0030 top1=100.0000

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.024



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.096


[E20B10 |   4224/60000 (  7%) ] Loss: 0.0031 top1=100.0000

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.023



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.090


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.0024 top1=100.0000

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.024



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.093



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3534 top1= 89.9439


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1244 top1= 74.0685


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3719 top1= 68.7200

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.0030 top1=100.0000

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.024



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.095


[E21B10 |   4224/60000 (  7%) ] Loss: 0.0031 top1=100.0000

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.022



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.089


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.0024 top1=100.0000

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.023



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.092



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3544 top1= 89.9740


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1151 top1= 74.3089


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3695 top1= 68.8602

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.0029 top1=100.0000

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.023



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.093


[E22B10 |   4224/60000 (  7%) ] Loss: 0.0032 top1=100.0000

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.022



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.087


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.0023 top1=100.0000

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.023



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.091



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3544 top1= 89.9639


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1231 top1= 74.2588


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3660 top1= 68.9804

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.0029 top1=100.0000

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.023



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.092


[E23B10 |   4224/60000 (  7%) ] Loss: 0.0030 top1=100.0000

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.022



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.086


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.0023 top1=100.0000

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.023



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.090



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3553 top1= 90.0040


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1202 top1= 74.3990


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3659 top1= 69.0004

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.0028 top1=100.0000

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.023



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.091


[E24B10 |   4224/60000 (  7%) ] Loss: 0.0030 top1=100.0000

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.022



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.085


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.0023 top1=100.0000

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.023



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.089



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3556 top1= 90.0641


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1231 top1= 74.3590


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3657 top1= 69.1206

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.0028 top1=100.0000

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.023



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.090


[E25B10 |   4224/60000 (  7%) ] Loss: 0.0029 top1=100.0000

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.022



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.085


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.0023 top1=100.0000

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.022



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.088



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3562 top1= 90.0942


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1229 top1= 74.4091


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3635 top1= 69.2408

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.0028 top1=100.0000

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.023



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.090


[E26B10 |   4224/60000 (  7%) ] Loss: 0.0029 top1=100.0000

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.021



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.084


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.0022 top1=100.0000

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.022



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.088



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3567 top1= 90.1142


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1235 top1= 74.4692


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3649 top1= 69.2408

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.0027 top1=100.0000

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.023



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.089


[E27B10 |   4224/60000 (  7%) ] Loss: 0.0029 top1=100.0000

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.021



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.084


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.0022 top1=100.0000

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.022



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.087



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3571 top1= 90.1242


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1227 top1= 74.4892


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3618 top1= 69.3109

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

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.022



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.088


[E28B10 |   4224/60000 (  7%) ] Loss: 0.0028 top1=100.0000

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.021



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.083


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.0022 top1=100.0000

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.022



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.086



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3575 top1= 90.1442


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1236 top1= 74.5192


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3637 top1= 69.3610

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.0027 top1=100.0000

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.022



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.088


[E29B10 |   4224/60000 (  7%) ] Loss: 0.0028 top1=100.0000

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.021



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.083


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.0022 top1=100.0000

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.022



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.086



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3580 top1= 90.1542


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1238 top1= 74.5493


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3625 top1= 69.4411

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

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.022



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.087


[E30B10 |   4224/60000 (  7%) ] Loss: 0.0028 top1=100.0000

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.021



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.082


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.0021 top1=100.0000

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.022



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.085



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3584 top1= 90.1542


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1250 top1= 74.5793


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3639 top1= 69.4912

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.0027 top1=100.0000

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.022



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.087


[E31B10 |   4224/60000 (  7%) ] Loss: 0.0027 top1=100.0000

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.021



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.082


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.0021 top1=100.0000

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.022



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.085



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3588 top1= 90.1643


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1255 top1= 74.6094


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3611 top1= 69.5212

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.0026 top1=100.0000

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.022



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.086


[E32B10 |   4224/60000 (  7%) ] Loss: 0.0027 top1=100.0000

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.021



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.081


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.0021 top1=100.0000

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.022



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.085



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3591 top1= 90.1643


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1249 top1= 74.6294


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3624 top1= 69.5513

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.0026 top1=100.0000

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.022



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.086


[E33B10 |   4224/60000 (  7%) ] Loss: 0.0027 top1=100.0000

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.021



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.081


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.0021 top1=100.0000

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.021



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.084



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3594 top1= 90.1542


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1267 top1= 74.6695


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3634 top1= 69.5613

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.0026 top1=100.0000

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.022



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.086


[E34B10 |   4224/60000 (  7%) ] Loss: 0.0027 top1=100.0000

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.021



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.081


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.0021 top1=100.0000

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.021



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.084



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3599 top1= 90.1643


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1263 top1= 74.7396


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3634 top1= 69.5513

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.0026 top1=100.0000

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.022



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.085


[E35B10 |   4224/60000 (  7%) ] Loss: 0.0027 top1=100.0000

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.021



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.080


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.0021 top1=100.0000

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.021



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.083



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3601 top1= 90.1743


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1274 top1= 74.7296


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3621 top1= 69.6014

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.0026 top1=100.0000

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.022



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.085


[E36B10 |   4224/60000 (  7%) ] Loss: 0.0026 top1=100.0000

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.021



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.080


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.0020 top1=100.0000

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.021



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.083



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3604 top1= 90.1643


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1263 top1= 74.8297


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3614 top1= 69.6314

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.0026 top1=100.0000

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.022



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.085


[E37B10 |   4224/60000 (  7%) ] Loss: 0.0026 top1=100.0000

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.020



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.080


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.0020 top1=100.0000

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.021



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.083



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3604 top1= 90.2043


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1305 top1= 74.7396


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3640 top1= 69.6314

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.0026 top1=100.0000

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.022



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.085


[E38B10 |   4224/60000 (  7%) ] Loss: 0.0026 top1=100.0000

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.020



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.080


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.0020 top1=100.0000

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.021



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.082



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3609 top1= 90.1943


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1271 top1= 74.8397


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3616 top1= 69.6715

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.0026 top1=100.0000

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.021



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.084


[E39B10 |   4224/60000 (  7%) ] Loss: 0.0026 top1=100.0000

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.020



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.079


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.0020 top1=100.0000

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.021



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.082



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3609 top1= 90.1843


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1304 top1= 74.8197


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3636 top1= 69.6514

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.0026 top1=100.0000

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.021



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.084


[E40B10 |   4224/60000 (  7%) ] Loss: 0.0026 top1=100.0000

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.020



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.079


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.0020 top1=100.0000

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.021



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.082



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3614 top1= 90.2043


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1263 top1= 74.8798


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3642 top1= 69.6815

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

=== Log global consensus distance @ E41B0 ===
consensus_distance=0.021



=== Log clique consensus distance @ E41B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.084


[E41B10 |   4224/60000 (  7%) ] Loss: 0.0025 top1=100.0000

=== Log global consensus distance @ E41B10 ===
consensus_distance=0.020



=== Log clique consensus distance @ E41B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.079


[E41B20 |   8064/60000 ( 13%) ] Loss: 0.0020 top1=100.0000

=== Log global consensus distance @ E41B20 ===
consensus_distance=0.021



=== Log clique consensus distance @ E41B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.082



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3614 top1= 90.1843


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1325 top1= 74.7897


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3628 top1= 69.7115

Train epoch 42
[E42B0  |    384/60000 (  1%) ] Loss: 0.0025 top1=100.0000

=== Log global consensus distance @ E42B0 ===
consensus_distance=0.021



=== Log clique consensus distance @ E42B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.084


[E42B10 |   4224/60000 (  7%) ] Loss: 0.0025 top1=100.0000

=== Log global consensus distance @ E42B10 ===
consensus_distance=0.020



=== Log clique consensus distance @ E42B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.079


[E42B20 |   8064/60000 ( 13%) ] Loss: 0.0020 top1=100.0000

=== Log global consensus distance @ E42B20 ===
consensus_distance=0.021



=== Log clique consensus distance @ E42B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.081



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3618 top1= 90.2043


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1283 top1= 74.9299


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3628 top1= 69.7216

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

=== Log global consensus distance @ E43B0 ===
consensus_distance=0.021



=== Log clique consensus distance @ E43B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.083


[E43B10 |   4224/60000 (  7%) ] Loss: 0.0025 top1=100.0000

=== Log global consensus distance @ E43B10 ===
consensus_distance=0.020



=== Log clique consensus distance @ E43B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.079


[E43B20 |   8064/60000 ( 13%) ] Loss: 0.0020 top1=100.0000

=== Log global consensus distance @ E43B20 ===
consensus_distance=0.021



=== Log clique consensus distance @ E43B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.081



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3619 top1= 90.2344


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1317 top1= 74.8598


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3647 top1= 69.7316

Train epoch 44
[E44B0  |    384/60000 (  1%) ] Loss: 0.0025 top1=100.0000

=== Log global consensus distance @ E44B0 ===
consensus_distance=0.021



=== Log clique consensus distance @ E44B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.083


[E44B10 |   4224/60000 (  7%) ] Loss: 0.0025 top1=100.0000

=== Log global consensus distance @ E44B10 ===
consensus_distance=0.020



=== Log clique consensus distance @ E44B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.078


[E44B20 |   8064/60000 ( 13%) ] Loss: 0.0020 top1=100.0000

=== Log global consensus distance @ E44B20 ===
consensus_distance=0.021



=== Log clique consensus distance @ E44B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.081



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3623 top1= 90.2043


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1291 top1= 74.9499


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3629 top1= 69.7616

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

=== Log global consensus distance @ E45B0 ===
consensus_distance=0.021



=== Log clique consensus distance @ E45B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.083


[E45B10 |   4224/60000 (  7%) ] Loss: 0.0025 top1=100.0000

=== Log global consensus distance @ E45B10 ===
consensus_distance=0.020



=== Log clique consensus distance @ E45B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.078


[E45B20 |   8064/60000 ( 13%) ] Loss: 0.0020 top1=100.0000

=== Log global consensus distance @ E45B20 ===
consensus_distance=0.021



=== Log clique consensus distance @ E45B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.081



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3621 top1= 90.2344


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1318 top1= 74.8798


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3650 top1= 69.7416

Train epoch 46
[E46B0  |    384/60000 (  1%) ] Loss: 0.0025 top1=100.0000

=== Log global consensus distance @ E46B0 ===
consensus_distance=0.021



=== Log clique consensus distance @ E46B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.083


[E46B10 |   4224/60000 (  7%) ] Loss: 0.0024 top1=100.0000

=== Log global consensus distance @ E46B10 ===
consensus_distance=0.020



=== Log clique consensus distance @ E46B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.078


[E46B20 |   8064/60000 ( 13%) ] Loss: 0.0020 top1=100.0000

=== Log global consensus distance @ E46B20 ===
consensus_distance=0.021



=== Log clique consensus distance @ E46B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.080



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3626 top1= 90.2344


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1305 top1= 74.8898


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3656 top1= 69.7716

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

=== Log global consensus distance @ E47B0 ===
consensus_distance=0.021



=== Log clique consensus distance @ E47B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.083


[E47B10 |   4224/60000 (  7%) ] Loss: 0.0025 top1=100.0000

=== Log global consensus distance @ E47B10 ===
consensus_distance=0.020



=== Log clique consensus distance @ E47B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.078


[E47B20 |   8064/60000 ( 13%) ] Loss: 0.0019 top1=100.0000

=== Log global consensus distance @ E47B20 ===
consensus_distance=0.021



=== Log clique consensus distance @ E47B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.080



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3627 top1= 90.2244


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1339 top1= 74.8798


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3639 top1= 69.7917

Train epoch 48
[E48B0  |    384/60000 (  1%) ] Loss: 0.0025 top1=100.0000

=== Log global consensus distance @ E48B0 ===
consensus_distance=0.021



=== Log clique consensus distance @ E48B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.082


[E48B10 |   4224/60000 (  7%) ] Loss: 0.0024 top1=100.0000

=== Log global consensus distance @ E48B10 ===
consensus_distance=0.020



=== Log clique consensus distance @ E48B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.078


[E48B20 |   8064/60000 ( 13%) ] Loss: 0.0019 top1=100.0000

=== Log global consensus distance @ E48B20 ===
consensus_distance=0.020



=== Log clique consensus distance @ E48B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.080



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3629 top1= 90.2244


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1301 top1= 74.9299


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3643 top1= 69.7917

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

=== Log global consensus distance @ E49B0 ===
consensus_distance=0.021



=== Log clique consensus distance @ E49B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.082


[E49B10 |   4224/60000 (  7%) ] Loss: 0.0024 top1=100.0000

=== Log global consensus distance @ E49B10 ===
consensus_distance=0.020



=== Log clique consensus distance @ E49B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.078


[E49B20 |   8064/60000 ( 13%) ] Loss: 0.0019 top1=100.0000

=== Log global consensus distance @ E49B20 ===
consensus_distance=0.020



=== Log clique consensus distance @ E49B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.080



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3629 top1= 90.2444


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1328 top1= 74.9199


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3655 top1= 69.7917

Train epoch 50
[E50B0  |    384/60000 (  1%) ] Loss: 0.0025 top1=100.0000

=== Log global consensus distance @ E50B0 ===
consensus_distance=0.021



=== Log clique consensus distance @ E50B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.082


[E50B10 |   4224/60000 (  7%) ] Loss: 0.0024 top1=100.0000

=== Log global consensus distance @ E50B10 ===
consensus_distance=0.020



=== Log clique consensus distance @ E50B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.077


[E50B20 |   8064/60000 ( 13%) ] Loss: 0.0019 top1=100.0000

=== Log global consensus distance @ E50B20 ===
consensus_distance=0.020



=== Log clique consensus distance @ E50B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.080



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3634 top1= 90.2544


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1319 top1= 74.9599


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3657 top1= 69.8117

