
=== 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 BitFlippingWorker

=== 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 0.499 0.168]
 [0.    0.    0.    0.    0.    0.    0.    0.    0.    0.    0.168 0.833]]


[E 1B10 |   4224/60000 (  7%) ] Loss: 0.9628 top1= 63.6364

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.421



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=1.681


[E 1B20 |   8064/60000 ( 13%) ] Loss: 0.4463 top1= 86.9318

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.993



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=4.116



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1454 top1= 64.0224


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.2691 top1= 39.9239


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.4114 top1= 39.4732

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 0.2316 top1= 92.3295

=== Log global consensus distance @ E2B0 ===
consensus_distance=1.186



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=4.977


[E 2B10 |   4224/60000 (  7%) ] Loss: 0.2710 top1= 91.7614

=== Log global consensus distance @ E2B10 ===
consensus_distance=1.243



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.226


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.1950 top1= 95.4545

=== Log global consensus distance @ E2B20 ===
consensus_distance=1.277



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.372



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8994 top1= 73.6979


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.0026 top1= 40.2444


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.8246 top1= 42.1274

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.1397 top1= 95.7386

=== Log global consensus distance @ E3B0 ===
consensus_distance=1.311



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.534


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.1276 top1= 96.3068

=== Log global consensus distance @ E3B10 ===
consensus_distance=1.348



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.672


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.1367 top1= 96.0227

=== Log global consensus distance @ E3B20 ===
consensus_distance=1.358



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.731



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8269 top1= 75.5409


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.7323 top1= 42.8586


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.6876 top1= 45.3425

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.0917 top1= 96.8750

=== Log global consensus distance @ E4B0 ===
consensus_distance=1.350



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.712


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.0813 top1= 97.7273

=== Log global consensus distance @ E4B10 ===
consensus_distance=1.339



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.661


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.0970 top1= 97.4432

=== Log global consensus distance @ E4B20 ===
consensus_distance=1.333



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.635



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8043 top1= 76.7929


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.0174 top1= 44.3610


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.8638 top1= 45.8033

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.0616 top1= 98.5795

=== Log global consensus distance @ E5B0 ===
consensus_distance=1.320



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.585


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.0577 top1= 98.5795

=== Log global consensus distance @ E5B10 ===
consensus_distance=1.302



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.508


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.0619 top1= 98.2955

=== Log global consensus distance @ E5B20 ===
consensus_distance=1.282



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.426



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7517 top1= 78.0549


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.1056 top1= 46.0236


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.0873 top1= 45.8634

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.0405 top1= 99.4318

=== Log global consensus distance @ E6B0 ===
consensus_distance=1.268



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.371


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.0410 top1= 99.4318

=== Log global consensus distance @ E6B10 ===
consensus_distance=1.247



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.278


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.0454 top1= 98.5795

=== Log global consensus distance @ E6B20 ===
consensus_distance=1.227



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.192



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7568 top1= 78.4856


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.1072 top1= 47.4760


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.3461 top1= 45.9635

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.0326 top1= 99.7159

=== Log global consensus distance @ E7B0 ===
consensus_distance=1.207



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.112


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.0317 top1= 98.8636

=== Log global consensus distance @ E7B10 ===
consensus_distance=1.179



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.989


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.0390 top1= 98.5795

=== Log global consensus distance @ E7B20 ===
consensus_distance=1.153



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.878



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7283 top1= 78.7260


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.0660 top1= 47.9968


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.3235 top1= 46.0837

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.0320 top1= 99.7159

=== Log global consensus distance @ E8B0 ===
consensus_distance=1.127



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.774


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.0279 top1= 99.1477

=== Log global consensus distance @ E8B10 ===
consensus_distance=1.100



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.654


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.0417 top1= 98.2955

=== Log global consensus distance @ E8B20 ===
consensus_distance=1.080



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.569



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6926 top1= 78.7159


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9012 top1= 47.7364


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.3152 top1= 46.2340

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.0255 top1= 99.7159

=== Log global consensus distance @ E9B0 ===
consensus_distance=1.053



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.458


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.0351 top1= 99.4318

=== Log global consensus distance @ E9B10 ===
consensus_distance=1.025



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.335


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.0408 top1= 98.8636

=== Log global consensus distance @ E9B20 ===
consensus_distance=1.004



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.249



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6629 top1= 78.6959


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.6656 top1= 47.6763


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.3501 top1= 46.4443

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.0327 top1= 99.4318

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.979



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.140


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

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.948



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.006


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.0310 top1= 99.1477

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.920



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.890



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6577 top1= 78.5056


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.5686 top1= 47.7965


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.2602 top1= 46.3542

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.0257 top1= 99.7159

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.892



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.770


[E11B10 |   4224/60000 (  7%) ] Loss: 0.0189 top1= 99.7159

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.866



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.659


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.0231 top1= 99.4318

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.843



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.562



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6377 top1= 78.7760


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0359 top1= 49.7496


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.1151 top1= 46.1538

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.0234 top1= 99.7159

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.821



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.469


[E12B10 |   4224/60000 (  7%) ] Loss: 0.0376 top1= 98.5795

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.805



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.398


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.0309 top1= 98.8636

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.808



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.414



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6158 top1= 78.9563


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9740 top1= 49.5994


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.0140 top1= 45.7532

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.0334 top1= 99.1477

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.804



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.396


[E13B10 |   4224/60000 (  7%) ] Loss: 0.0260 top1= 99.1477

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.806



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.402


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.0264 top1= 99.1477

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.805



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.399



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5945 top1= 79.3169


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7452 top1= 50.7712


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.7705 top1= 46.5044

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.0524 top1= 97.7273

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.799



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.379


[E14B10 |   4224/60000 (  7%) ] Loss: 0.0201 top1= 99.7159

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.787



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.322


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.0297 top1= 99.1477

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.775



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.272



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5814 top1= 79.7877


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8218 top1= 50.4207


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.5471 top1= 46.3742

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.0287 top1= 99.1477

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.750



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.170


[E15B10 |   4224/60000 (  7%) ] Loss: 0.0116 top1=100.0000

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.728



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.069


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.0145 top1= 99.7159

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.699



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.948



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5830 top1= 79.8878


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9376 top1= 50.5409


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.4936 top1= 46.3241

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.0173 top1= 99.4318

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.669



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.825


[E16B10 |   4224/60000 (  7%) ] Loss: 0.0106 top1= 99.7159

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.638



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.690


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.0132 top1= 99.7159

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.605



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.551



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5577 top1= 80.1783


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8900 top1= 51.0317


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.2961 top1= 46.4042

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.0173 top1= 99.4318

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.573



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.417


[E17B10 |   4224/60000 (  7%) ] Loss: 0.0096 top1=100.0000

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.544



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.289


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.0122 top1= 99.7159

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.514



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.167



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5212 top1= 80.8093


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8570 top1= 51.1118


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.0754 top1= 46.4643

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.0158 top1= 99.4318

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.486



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.047


[E18B10 |   4224/60000 (  7%) ] Loss: 0.0098 top1= 99.7159

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.459



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.930


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.0112 top1= 99.4318

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.433



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.820



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5083 top1= 81.0998


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7539 top1= 51.7829


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8981 top1= 46.8149

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.0154 top1= 99.4318

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.409



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.717


[E19B10 |   4224/60000 (  7%) ] Loss: 0.0105 top1= 99.7159

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.385



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.617


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.0116 top1= 99.4318

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.363



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.523



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4906 top1= 81.6707


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6566 top1= 52.3237


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7305 top1= 47.3157

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.0139 top1= 99.4318

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.342



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.435


[E20B10 |   4224/60000 (  7%) ] Loss: 0.0095 top1=100.0000

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.322



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.349


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.0097 top1= 99.4318

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.303



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.269



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4781 top1= 82.2015


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5667 top1= 53.0248


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5761 top1= 47.8966

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.0126 top1= 99.4318

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.286



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.196


[E21B10 |   4224/60000 (  7%) ] Loss: 0.0113 top1= 99.4318

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.268



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.123


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.0096 top1= 99.4318

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.253



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.057



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4652 top1= 82.9427


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4783 top1= 53.8462


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4369 top1= 48.6278

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.0104 top1= 99.4318

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.238



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.995


[E22B10 |   4224/60000 (  7%) ] Loss: 0.0128 top1= 99.4318

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.224



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.934


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.0092 top1= 99.4318

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.211



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.880



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4570 top1= 83.2332


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4050 top1= 54.5773


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3065 top1= 49.3990

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.0082 top1= 99.7159

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.199



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.829


[E23B10 |   4224/60000 (  7%) ] Loss: 0.0129 top1= 99.4318

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.187



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.778


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.0088 top1= 99.7159

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.177



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.734



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4471 top1= 83.7941


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3279 top1= 55.2484


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1988 top1= 50.0801

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.0079 top1= 99.7159

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.167



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.693


[E24B10 |   4224/60000 (  7%) ] Loss: 0.0126 top1= 99.4318

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.157



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.651


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.0079 top1= 99.7159

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.149



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.616



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4395 top1= 84.0545


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2632 top1= 55.8794


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0977 top1= 50.7812

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.0062 top1=100.0000

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.141



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.582


[E25B10 |   4224/60000 (  7%) ] Loss: 0.0119 top1= 99.4318

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.132



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.548


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.0073 top1=100.0000

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.126



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.519



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4330 top1= 84.3850


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2005 top1= 56.4704


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0026 top1= 51.6526

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.0049 top1=100.0000

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.120



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.492


[E26B10 |   4224/60000 (  7%) ] Loss: 0.0113 top1= 99.4318

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.113



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.465


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.0071 top1=100.0000

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.107



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.442



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4280 top1= 84.7456


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1434 top1= 57.1915


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9307 top1= 52.3037

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.0044 top1=100.0000

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.102



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.420


[E27B10 |   4224/60000 (  7%) ] Loss: 0.0095 top1= 99.7159

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.097



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.397


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.0062 top1=100.0000

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.093



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.379



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4227 top1= 84.9960


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0978 top1= 57.7825


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8464 top1= 52.8846

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.0037 top1=100.0000

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.088



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.361


[E28B10 |   4224/60000 (  7%) ] Loss: 0.0084 top1= 99.7159

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.084



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.342


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.0056 top1=100.0000

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.080



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.328



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4184 top1= 85.2764


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0441 top1= 58.3834


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7803 top1= 53.3454

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.0036 top1=100.0000

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.077



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.314


[E29B10 |   4224/60000 (  7%) ] Loss: 0.0072 top1=100.0000

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.073



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.298


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.0052 top1=100.0000

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.071



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.287



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4133 top1= 85.5469


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0022 top1= 58.8442


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7140 top1= 53.8462

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.0036 top1=100.0000

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.068



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.275


[E30B10 |   4224/60000 (  7%) ] Loss: 0.0066 top1=100.0000

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.065



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.262


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.0049 top1=100.0000

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.062



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.253



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4095 top1= 85.8073


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9508 top1= 59.5954


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6538 top1= 54.3570

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.0035 top1=100.0000

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.060



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.243


[E31B10 |   4224/60000 (  7%) ] Loss: 0.0060 top1=100.0000

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.058



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.232


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.0047 top1=100.0000

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.056



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.225



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4050 top1= 86.0777


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9198 top1= 59.9960


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5961 top1= 54.7776

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.0035 top1=100.0000

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.054



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.218


[E32B10 |   4224/60000 (  7%) ] Loss: 0.0056 top1=100.0000

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.052



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.209


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.0047 top1=100.0000

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.051



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.203



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4008 top1= 86.2480


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8840 top1= 60.4868


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5478 top1= 55.0481

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.0034 top1=100.0000

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.049



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.197


[E33B10 |   4224/60000 (  7%) ] Loss: 0.0054 top1=100.0000

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.047



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.189


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.0044 top1=100.0000

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.046



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.184



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3980 top1= 86.4083


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8445 top1= 61.0777


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4994 top1= 55.4287

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.0034 top1=100.0000

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.045



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.179


[E34B10 |   4224/60000 (  7%) ] Loss: 0.0052 top1=100.0000

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.043



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.173


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.0043 top1=100.0000

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.042



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.169



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3937 top1= 86.6186


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8129 top1= 61.5585


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4487 top1= 55.7592

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.0034 top1=100.0000

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.041



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.165


[E35B10 |   4224/60000 (  7%) ] Loss: 0.0049 top1=100.0000

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.040



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.159


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.0041 top1=100.0000

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.039



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.156



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3915 top1= 86.7488


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7881 top1= 61.8890


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4133 top1= 56.1198

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.0033 top1=100.0000

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.038



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.152


[E36B10 |   4224/60000 (  7%) ] Loss: 0.0047 top1=100.0000

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.037



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.147


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.0041 top1=100.0000

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.037



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.145



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3884 top1= 86.9391


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7561 top1= 62.2897


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3764 top1= 56.3101

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.0033 top1=100.0000

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.036



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.142


[E37B10 |   4224/60000 (  7%) ] Loss: 0.0046 top1=100.0000

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.035



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.137


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.0039 top1=100.0000

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.034



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.135



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3849 top1= 87.0393


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7361 top1= 62.6302


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3317 top1= 56.6807

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.0032 top1=100.0000

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.034



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.133


[E38B10 |   4224/60000 (  7%) ] Loss: 0.0044 top1=100.0000

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.033



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.129


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.0039 top1=100.0000

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.032



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.127



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3838 top1= 87.1094


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7049 top1= 63.0208


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3030 top1= 56.9010

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.0032 top1=100.0000

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.032



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.125


[E39B10 |   4224/60000 (  7%) ] Loss: 0.0042 top1=100.0000

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.031



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.121


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.0037 top1=100.0000

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.030



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.120



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3817 top1= 87.2095


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6866 top1= 63.2312


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2660 top1= 57.1815

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.0031 top1=100.0000

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.030



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.118


[E40B10 |   4224/60000 (  7%) ] Loss: 0.0041 top1=100.0000

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.029



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.114


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.0037 top1=100.0000

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.029



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.113



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3791 top1= 87.3197


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6648 top1= 63.4916


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2367 top1= 57.4519

Train epoch 41
[E41B0  |    384/60000 (  1%) ] Loss: 0.0031 top1=100.0000

=== Log global consensus distance @ E41B0 ===
consensus_distance=0.029



=== Log clique consensus distance @ E41B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.112


[E41B10 |   4224/60000 (  7%) ] Loss: 0.0040 top1=100.0000

=== Log global consensus distance @ E41B10 ===
consensus_distance=0.028



=== Log clique consensus distance @ E41B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.109


[E41B20 |   8064/60000 ( 13%) ] Loss: 0.0036 top1=100.0000

=== Log global consensus distance @ E41B20 ===
consensus_distance=0.028



=== Log clique consensus distance @ E41B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.108



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3775 top1= 87.4399


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6504 top1= 63.6819


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2150 top1= 57.6322

Train epoch 42
[E42B0  |    384/60000 (  1%) ] Loss: 0.0031 top1=100.0000

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



=== Log clique consensus distance @ E42B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.107


[E42B10 |   4224/60000 (  7%) ] Loss: 0.0039 top1=100.0000

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



=== Log clique consensus distance @ E42B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.104


[E42B20 |   8064/60000 ( 13%) ] Loss: 0.0036 top1=100.0000

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



=== Log clique consensus distance @ E42B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.103



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3764 top1= 87.4700


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6320 top1= 63.9623


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1876 top1= 57.8526

Train epoch 43
[E43B0  |    384/60000 (  1%) ] Loss: 0.0030 top1=100.0000

=== Log global consensus distance @ E43B0 ===
consensus_distance=0.026



=== Log clique consensus distance @ E43B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.102


[E43B10 |   4224/60000 (  7%) ] Loss: 0.0039 top1=100.0000

=== Log global consensus distance @ E43B10 ===
consensus_distance=0.025



=== Log clique consensus distance @ E43B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.099


[E43B20 |   8064/60000 ( 13%) ] Loss: 0.0035 top1=100.0000

=== Log global consensus distance @ E43B20 ===
consensus_distance=0.025



=== Log clique consensus distance @ E43B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.099



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3737 top1= 87.4800


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6119 top1= 64.1526


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1671 top1= 58.0329

Train epoch 44
[E44B0  |    384/60000 (  1%) ] Loss: 0.0031 top1=100.0000

=== Log global consensus distance @ E44B0 ===
consensus_distance=0.025



=== Log clique consensus distance @ E44B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.098


[E44B10 |   4224/60000 (  7%) ] Loss: 0.0038 top1=100.0000

=== Log global consensus distance @ E44B10 ===
consensus_distance=0.024



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


[E44B20 |   8064/60000 ( 13%) ] Loss: 0.0034 top1=100.0000

=== Log global consensus distance @ E44B20 ===
consensus_distance=0.024



=== Log clique consensus distance @ E44B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.095



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3720 top1= 87.6102


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6023 top1= 64.3630


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1420 top1= 58.1931

Train epoch 45
[E45B0  |    384/60000 (  1%) ] Loss: 0.0030 top1=100.0000

=== Log global consensus distance @ E45B0 ===
consensus_distance=0.024



=== Log clique consensus distance @ E45B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.094


[E45B10 |   4224/60000 (  7%) ] Loss: 0.0038 top1=100.0000

=== Log global consensus distance @ E45B10 ===
consensus_distance=0.023



=== Log clique consensus distance @ E45B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.092


[E45B20 |   8064/60000 ( 13%) ] Loss: 0.0034 top1=100.0000

=== Log global consensus distance @ E45B20 ===
consensus_distance=0.023



=== Log clique consensus distance @ E45B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.092



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3712 top1= 87.6903


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5858 top1= 64.5833


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1152 top1= 58.4135

Train epoch 46
[E46B0  |    384/60000 (  1%) ] Loss: 0.0030 top1=100.0000

=== Log global consensus distance @ E46B0 ===
consensus_distance=0.023



=== Log clique consensus distance @ E46B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.091


[E46B10 |   4224/60000 (  7%) ] Loss: 0.0037 top1=100.0000

=== Log global consensus distance @ E46B10 ===
consensus_distance=0.023



=== Log clique consensus distance @ E46B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.088


[E46B20 |   8064/60000 ( 13%) ] Loss: 0.0033 top1=100.0000

=== Log global consensus distance @ E46B20 ===
consensus_distance=0.023



=== Log clique consensus distance @ E46B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.088



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3691 top1= 87.7604


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5737 top1= 64.7336


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1056 top1= 58.4635

Train epoch 47
[E47B0  |    384/60000 (  1%) ] Loss: 0.0030 top1=100.0000

=== Log global consensus distance @ E47B0 ===
consensus_distance=0.023



=== Log clique consensus distance @ E47B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.088


[E47B10 |   4224/60000 (  7%) ] Loss: 0.0037 top1=100.0000

=== Log global consensus distance @ E47B10 ===
consensus_distance=0.022



=== Log clique consensus distance @ E47B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.085


[E47B20 |   8064/60000 ( 13%) ] Loss: 0.0033 top1=100.0000

=== Log global consensus distance @ E47B20 ===
consensus_distance=0.022



=== Log clique consensus distance @ E47B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.085



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3689 top1= 87.8205


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5622 top1= 64.8738


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0815 top1= 58.6939

Train epoch 48
[E48B0  |    384/60000 (  1%) ] Loss: 0.0029 top1=100.0000

=== Log global consensus distance @ E48B0 ===
consensus_distance=0.022



=== Log clique consensus distance @ E48B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.085


[E48B10 |   4224/60000 (  7%) ] Loss: 0.0036 top1=100.0000

=== Log global consensus distance @ E48B10 ===
consensus_distance=0.021



=== Log clique consensus distance @ E48B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.083


[E48B20 |   8064/60000 ( 13%) ] Loss: 0.0033 top1=100.0000

=== Log global consensus distance @ E48B20 ===
consensus_distance=0.021



=== Log clique consensus distance @ E48B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.083



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3667 top1= 87.9207


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5543 top1= 65.0541


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0628 top1= 58.8642

Train epoch 49
[E49B0  |    384/60000 (  1%) ] Loss: 0.0029 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=0.083


[E49B10 |   4224/60000 (  7%) ] Loss: 0.0036 top1=100.0000

=== Log global consensus distance @ E49B10 ===
consensus_distance=0.021



=== Log clique consensus distance @ E49B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.080


[E49B20 |   8064/60000 ( 13%) ] Loss: 0.0032 top1=100.0000

=== Log global consensus distance @ E49B20 ===
consensus_distance=0.021



=== Log clique consensus distance @ E49B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.081



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3662 top1= 87.9808


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5411 top1= 65.1743


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0529 top1= 58.9343

Train epoch 50
[E50B0  |    384/60000 (  1%) ] Loss: 0.0029 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=0.080


[E50B10 |   4224/60000 (  7%) ] Loss: 0.0036 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=0.079


[E50B20 |   8064/60000 ( 13%) ] Loss: 0.0032 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=0.079



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3657 top1= 87.9908


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5282 top1= 65.2845


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0414 top1= 59.0845

