
=== 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: 0.3834 top1= 87.2159

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.411



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.017
clique2_consensus_distance=1.558


[E 1B20 |   8064/60000 ( 13%) ] Loss: 0.2090 top1= 94.6023

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.761



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=3.131



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7101 top1= 53.4255


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.7287 top1= 40.1342


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.2271 top1= 42.8085

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 0.1384 top1= 96.3068

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.836



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=3.527


[E 2B10 |   4224/60000 (  7%) ] Loss: 0.1240 top1= 96.0227

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.765



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=3.245


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.1391 top1= 95.1705

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.657



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=2.796



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1311 top1= 61.7188


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.1405 top1= 47.2556


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.5454 top1= 44.7416

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.1244 top1= 96.0227

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.547



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=2.325


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.1154 top1= 95.7386

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.472



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=1.989


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.1219 top1= 97.1591

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.401



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=1.693



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8017 top1= 71.5044


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9084 top1= 47.4058


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9633 top1= 44.7616

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.1199 top1= 96.0227

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.349



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=1.471


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.0798 top1= 97.1591

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.320



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=1.335


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.1154 top1= 97.1591

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.282



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=1.186



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6061 top1= 78.5757


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5593 top1= 49.5393


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2800 top1= 45.0220

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.0405 top1= 99.4318

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.247



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=1.043


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.0773 top1= 98.0114

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.217



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.919


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.1171 top1= 96.5909

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.191



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.808



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5450 top1= 80.4487


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1429 top1= 53.1550


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9274 top1= 45.2624

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.0459 top1= 98.5795

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.176



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.740


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.0750 top1= 97.7273

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.173



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.722


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.0816 top1= 97.1591

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.160



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.668



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4846 top1= 82.4519


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1109 top1= 55.3686


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4342 top1= 48.0970

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.0310 top1= 99.1477

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.151



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.635


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.0339 top1= 99.1477

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.150



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.631


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.0492 top1= 98.8636

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.147



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.621



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4984 top1= 81.6807


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1246 top1= 56.2200


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4253 top1= 49.9700

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.0300 top1=100.0000

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.149



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.627


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.0342 top1= 99.1477

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.144



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.603


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.0426 top1= 98.5795

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.138



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.580



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4806 top1= 83.0529


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8951 top1= 58.2131


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3617 top1= 52.5641

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.0172 top1=100.0000

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.141



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.596


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.0296 top1= 99.7159

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.145



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.611


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.0360 top1= 99.4318

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



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.618



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4894 top1= 83.3233


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7964 top1= 59.8858


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5048 top1= 51.7027

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.0486 top1= 98.0114

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.136



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.581


[E10B10 |   4224/60000 (  7%) ] Loss: 0.0206 top1= 99.7159

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.130



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.548


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.0148 top1=100.0000

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.121



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.516



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4638 top1= 84.0144


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5018 top1= 64.0325


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9202 top1= 57.5521

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.0237 top1= 99.1477

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.112



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.475


[E11B10 |   4224/60000 (  7%) ] Loss: 0.0188 top1= 99.7159

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.098



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.419


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.0104 top1=100.0000

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.090



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.382



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4184 top1= 86.2680


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2314 top1= 69.1907


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7982 top1= 58.5437

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.0072 top1=100.0000

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.076



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.320


[E12B10 |   4224/60000 (  7%) ] Loss: 0.0079 top1=100.0000

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.069



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.293


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.0159 top1= 99.4318

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.059



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.247



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3734 top1= 87.8606


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3676 top1= 67.1174


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8259 top1= 59.7055

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.0144 top1= 99.7159

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.058



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.244


[E13B10 |   4224/60000 (  7%) ] Loss: 0.0055 top1=100.0000

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



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.225


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.0050 top1=100.0000

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.051



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.213



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3602 top1= 88.4615


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3594 top1= 67.8385


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7228 top1= 61.7388

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.0056 top1=100.0000

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.051



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.214


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

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.060



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.252


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.0075 top1=100.0000

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.069



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.293



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3357 top1= 89.4030


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4070 top1= 68.0489


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4501 top1= 66.0357

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.0067 top1=100.0000

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.064



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.272


[E15B10 |   4224/60000 (  7%) ] Loss: 0.0102 top1= 99.7159

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.055



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.235


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.0043 top1=100.0000

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.050



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.210



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3724 top1= 88.3814


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4929 top1= 66.8970


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3552 top1= 67.6683

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.0030 top1=100.0000

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.042



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.175


[E16B10 |   4224/60000 (  7%) ] Loss: 0.0028 top1=100.0000

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.033



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.140


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.0025 top1=100.0000

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.032



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.132



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3391 top1= 89.8037


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1923 top1= 73.0569


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3220 top1= 68.6599

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.0036 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=0.120


[E17B10 |   4224/60000 (  7%) ] Loss: 0.0023 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=0.107


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

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.023



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.097



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3318 top1= 90.1743


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1338 top1= 74.1186


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2408 top1= 70.3325

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.0024 top1=100.0000

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.022



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.092


[E18B10 |   4224/60000 (  7%) ] Loss: 0.0024 top1=100.0000

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.020



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.083


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.0019 top1=100.0000

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.020



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.082



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3335 top1= 90.1943


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0755 top1= 75.2304


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2264 top1= 70.9235

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.0020 top1=100.0000

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.020



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.080


[E19B10 |   4224/60000 (  7%) ] Loss: 0.0021 top1=100.0000

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



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.074


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.0018 top1=100.0000

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



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.074



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3323 top1= 90.3446


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0580 top1= 75.6510


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1974 top1= 71.7548

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.0019 top1=100.0000

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



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.074


[E20B10 |   4224/60000 (  7%) ] Loss: 0.0020 top1=100.0000

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.069


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.0016 top1=100.0000

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.069



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3329 top1= 90.4347


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0413 top1= 76.2220


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1914 top1= 72.1154

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.0018 top1=100.0000

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.070


[E21B10 |   4224/60000 (  7%) ] Loss: 0.0019 top1=100.0000

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.066


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.0015 top1=100.0000

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.066



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3375 top1= 90.4147


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0285 top1= 76.7127


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2004 top1= 72.2055

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.0017 top1=100.0000

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.016



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.067


[E22B10 |   4224/60000 (  7%) ] Loss: 0.0017 top1=100.0000

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.0014 top1=100.0000

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3376 top1= 90.5749


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0183 top1= 77.0132


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1894 top1= 72.5661

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.0016 top1=100.0000

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.016



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.064


[E23B10 |   4224/60000 (  7%) ] Loss: 0.0017 top1=100.0000

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.015



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.061


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.0013 top1=100.0000

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.015



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.061



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3376 top1= 90.5950


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0141 top1= 77.3137


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1727 top1= 73.0369

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.0016 top1=100.0000

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.015



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.062


[E24B10 |   4224/60000 (  7%) ] Loss: 0.0016 top1=100.0000

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.015



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.0013 top1=100.0000

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.015



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3383 top1= 90.7051


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0106 top1= 77.4639


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1665 top1= 73.1671

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.0015 top1=100.0000

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.015



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.060


[E25B10 |   4224/60000 (  7%) ] Loss: 0.0016 top1=100.0000

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.014



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.058


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.0012 top1=100.0000

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.014



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.058



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3388 top1= 90.7652


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0059 top1= 77.6542


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1580 top1= 73.4475

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.0015 top1=100.0000

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.015



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059


[E26B10 |   4224/60000 (  7%) ] Loss: 0.0015 top1=100.0000

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.014



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


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.0012 top1=100.0000

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.014



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.057



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3394 top1= 90.7853


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0019 top1= 77.7945


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1522 top1= 73.6779

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.0015 top1=100.0000

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.014



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.058


[E27B10 |   4224/60000 (  7%) ] Loss: 0.0015 top1=100.0000

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.014



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


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.0012 top1=100.0000

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.014



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3400 top1= 90.8253


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9982 top1= 77.8946


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1467 top1= 73.7981

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.0014 top1=100.0000

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.014



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


[E28B10 |   4224/60000 (  7%) ] Loss: 0.0014 top1=100.0000

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.013



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.0011 top1=100.0000

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.013



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3404 top1= 90.8954


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9951 top1= 78.0449


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1406 top1= 74.0685

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.0014 top1=100.0000

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.014



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.056


[E29B10 |   4224/60000 (  7%) ] Loss: 0.0014 top1=100.0000

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.013



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.0011 top1=100.0000

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.013



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3411 top1= 90.9255


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9918 top1= 78.1651


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1372 top1= 74.2288

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.0014 top1=100.0000

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.014



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055


[E30B10 |   4224/60000 (  7%) ] Loss: 0.0014 top1=100.0000

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.013



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.053


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.0011 top1=100.0000

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.013



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.053



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3416 top1= 90.9455


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9884 top1= 78.3053


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1318 top1= 74.4091

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.0013 top1=100.0000

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.013



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054


[E31B10 |   4224/60000 (  7%) ] Loss: 0.0013 top1=100.0000

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.013



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.0011 top1=100.0000

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.013



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3421 top1= 90.9756


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9868 top1= 78.3954


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1289 top1= 74.5493

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.0013 top1=100.0000

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.013



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.053


[E32B10 |   4224/60000 (  7%) ] Loss: 0.0013 top1=100.0000

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.013



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.051


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.0010 top1=100.0000

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.013



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.051



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3427 top1= 91.0156


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9846 top1= 78.4655


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1250 top1= 74.6695

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.0013 top1=100.0000

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.013



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.053


[E33B10 |   4224/60000 (  7%) ] Loss: 0.0013 top1=100.0000

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.013



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.051


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.0010 top1=100.0000

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.013



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.051



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3432 top1= 91.0357


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9824 top1= 78.5657


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1228 top1= 74.7296

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.0013 top1=100.0000

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.013



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052


[E34B10 |   4224/60000 (  7%) ] Loss: 0.0013 top1=100.0000

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.013



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.050


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.0010 top1=100.0000

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.013



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.050



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3437 top1= 91.0557


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9804 top1= 78.6759


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1189 top1= 74.8598

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.0013 top1=100.0000

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.013



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.051


[E35B10 |   4224/60000 (  7%) ] Loss: 0.0013 top1=100.0000

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.050


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.0010 top1=100.0000

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.050



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3443 top1= 91.0457


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9781 top1= 78.7861


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1177 top1= 74.9399

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.0012 top1=100.0000

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.013



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.051


[E36B10 |   4224/60000 (  7%) ] Loss: 0.0012 top1=100.0000

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.049


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.0010 top1=100.0000

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.049



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3447 top1= 91.0457


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9772 top1= 78.8462


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1153 top1= 75.0200

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.0012 top1=100.0000

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.013



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.051


[E37B10 |   4224/60000 (  7%) ] Loss: 0.0012 top1=100.0000

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.049


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.0010 top1=100.0000

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.049



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3451 top1= 91.0757


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9759 top1= 78.9263


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1129 top1= 75.0801

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.0012 top1=100.0000

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.050


[E38B10 |   4224/60000 (  7%) ] Loss: 0.0012 top1=100.0000

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.049


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.0010 top1=100.0000

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.049



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3456 top1= 91.1158


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9731 top1= 79.0164


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1111 top1= 75.1502

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.0012 top1=100.0000

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.050


[E39B10 |   4224/60000 (  7%) ] Loss: 0.0012 top1=100.0000

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.048


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.0009 top1=100.0000

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.048



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3460 top1= 91.1158


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9720 top1= 79.0865


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1090 top1= 75.2003

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.0012 top1=100.0000

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.049


[E40B10 |   4224/60000 (  7%) ] Loss: 0.0012 top1=100.0000

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.048


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.0009 top1=100.0000

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.048



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3464 top1= 91.1158


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9712 top1= 79.1667


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1080 top1= 75.2804

Train epoch 41
[E41B0  |    384/60000 (  1%) ] Loss: 0.0012 top1=100.0000

=== Log global consensus distance @ E41B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E41B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.049


[E41B10 |   4224/60000 (  7%) ] Loss: 0.0012 top1=100.0000

=== Log global consensus distance @ E41B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E41B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.048


[E41B20 |   8064/60000 ( 13%) ] Loss: 0.0009 top1=100.0000

=== Log global consensus distance @ E41B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E41B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3469 top1= 91.1058


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9701 top1= 79.2368


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1055 top1= 75.3506

Train epoch 42
[E42B0  |    384/60000 (  1%) ] Loss: 0.0012 top1=100.0000

=== Log global consensus distance @ E42B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E42B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.049


[E42B10 |   4224/60000 (  7%) ] Loss: 0.0012 top1=100.0000

=== Log global consensus distance @ E42B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E42B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047


[E42B20 |   8064/60000 ( 13%) ] Loss: 0.0009 top1=100.0000

=== Log global consensus distance @ E42B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E42B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3473 top1= 91.1058


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9676 top1= 79.2568


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1056 top1= 75.3906

Train epoch 43
[E43B0  |    384/60000 (  1%) ] Loss: 0.0012 top1=100.0000

=== Log global consensus distance @ E43B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E43B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.048


[E43B10 |   4224/60000 (  7%) ] Loss: 0.0011 top1=100.0000

=== Log global consensus distance @ E43B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E43B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047


[E43B20 |   8064/60000 ( 13%) ] Loss: 0.0009 top1=100.0000

=== Log global consensus distance @ E43B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E43B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3477 top1= 91.1158


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9689 top1= 79.2668


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1039 top1= 75.4307

Train epoch 44
[E44B0  |    384/60000 (  1%) ] Loss: 0.0012 top1=100.0000

=== Log global consensus distance @ E44B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E44B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.048


[E44B10 |   4224/60000 (  7%) ] Loss: 0.0011 top1=100.0000

=== Log global consensus distance @ E44B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E44B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047


[E44B20 |   8064/60000 ( 13%) ] Loss: 0.0009 top1=100.0000

=== Log global consensus distance @ E44B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E44B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3480 top1= 91.1458


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9655 top1= 79.3069


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1017 top1= 75.5008

Train epoch 45
[E45B0  |    384/60000 (  1%) ] Loss: 0.0011 top1=100.0000

=== Log global consensus distance @ E45B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E45B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.048


[E45B10 |   4224/60000 (  7%) ] Loss: 0.0011 top1=100.0000

=== Log global consensus distance @ E45B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E45B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047


[E45B20 |   8064/60000 ( 13%) ] Loss: 0.0009 top1=100.0000

=== Log global consensus distance @ E45B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E45B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.046



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3484 top1= 91.1358


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9661 top1= 79.3369


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1008 top1= 75.5509

Train epoch 46
[E46B0  |    384/60000 (  1%) ] Loss: 0.0011 top1=100.0000

=== Log global consensus distance @ E46B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E46B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.048


[E46B10 |   4224/60000 (  7%) ] Loss: 0.0011 top1=100.0000

=== Log global consensus distance @ E46B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E46B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.046


[E46B20 |   8064/60000 ( 13%) ] Loss: 0.0009 top1=100.0000

=== Log global consensus distance @ E46B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E46B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.046



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3487 top1= 91.1659


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9640 top1= 79.3570


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0995 top1= 75.6010

Train epoch 47
[E47B0  |    384/60000 (  1%) ] Loss: 0.0011 top1=100.0000

=== Log global consensus distance @ E47B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E47B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047


[E47B10 |   4224/60000 (  7%) ] Loss: 0.0011 top1=100.0000

=== Log global consensus distance @ E47B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E47B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.046


[E47B20 |   8064/60000 ( 13%) ] Loss: 0.0009 top1=100.0000

=== Log global consensus distance @ E47B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E47B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.046



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3492 top1= 91.1659


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9647 top1= 79.3870


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0993 top1= 75.6711

Train epoch 48
[E48B0  |    384/60000 (  1%) ] Loss: 0.0011 top1=100.0000

=== Log global consensus distance @ E48B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E48B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047


[E48B10 |   4224/60000 (  7%) ] Loss: 0.0011 top1=100.0000

=== Log global consensus distance @ E48B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E48B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.046


[E48B20 |   8064/60000 ( 13%) ] Loss: 0.0009 top1=100.0000

=== Log global consensus distance @ E48B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E48B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.046



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3494 top1= 91.1859


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9622 top1= 79.4772


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0971 top1= 75.7412

Train epoch 49
[E49B0  |    384/60000 (  1%) ] Loss: 0.0011 top1=100.0000

=== Log global consensus distance @ E49B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E49B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047


[E49B10 |   4224/60000 (  7%) ] Loss: 0.0011 top1=100.0000

=== Log global consensus distance @ E49B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E49B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.046


[E49B20 |   8064/60000 ( 13%) ] Loss: 0.0009 top1=100.0000

=== Log global consensus distance @ E49B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E49B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.045



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3499 top1= 91.1859


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9626 top1= 79.4872


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0969 top1= 75.7512

Train epoch 50
[E50B0  |    384/60000 (  1%) ] Loss: 0.0011 top1=100.0000

=== Log global consensus distance @ E50B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E50B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047


[E50B10 |   4224/60000 (  7%) ] Loss: 0.0011 top1=100.0000

=== Log global consensus distance @ E50B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E50B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.046


[E50B20 |   8064/60000 ( 13%) ] Loss: 0.0009 top1=100.0000

=== Log global consensus distance @ E50B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E50B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.045



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3501 top1= 91.1859


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9606 top1= 79.5072


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0955 top1= 75.7913

