
=== 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=0.006



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



=== Log mixing matrix @ E1B0 ===
[[0.167 0.167 0.167 0.167 0.167 0.    0.    0.    0.    0.    0.167 0.   ]
 [0.167 0.233 0.2   0.2   0.2   0.    0.    0.    0.    0.    0.    0.   ]
 [0.167 0.2   0.233 0.2   0.2   0.    0.    0.    0.    0.    0.    0.   ]
 [0.167 0.2   0.2   0.233 0.2   0.    0.    0.    0.    0.    0.    0.   ]
 [0.167 0.2   0.2   0.2   0.233 0.    0.    0.    0.    0.    0.    0.   ]
 [0.    0.    0.    0.    0.    0.233 0.2   0.2   0.2   0.167 0.    0.   ]
 [0.    0.    0.    0.    0.    0.2   0.233 0.2   0.2   0.167 0.    0.   ]
 [0.    0.    0.    0.    0.    0.2   0.2   0.233 0.2   0.167 0.    0.   ]
 [0.    0.    0.    0.    0.    0.2   0.2   0.2   0.233 0.167 0.    0.   ]
 [0.    0.    0.    0.    0.    0.167 0.167 0.167 0.167 0.167 0.167 0.   ]
 [0.167 0.    0.    0.    0.    0.    0.    0.    0.    0.167 0.499 0.168]
 [0.    0.    0.    0.    0.    0.    0.    0.    0.    0.    0.168 0.833]]


[E 1B10 |   4224/60000 (  7%) ] Loss: 0.8250 top1= 71.8750

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.360



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.413


[E 1B20 |   8064/60000 ( 13%) ] Loss: 0.3277 top1= 89.2045

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.688



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=2.845



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1665 top1= 61.5785


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.2930 top1= 41.8069


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.7458 top1= 43.9103

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 0.1884 top1= 93.4659

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.630



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=2.620


[E 2B10 |   4224/60000 (  7%) ] Loss: 0.1786 top1= 93.4659

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.486



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=2.004


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.1729 top1= 95.7386

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.373



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=1.512



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9179 top1= 66.6166


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6624 top1= 47.1554


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2845 top1= 45.0921

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.1350 top1= 94.6023

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.296



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=1.174


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.1298 top1= 94.8864

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.257



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=1.009


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.1244 top1= 96.3068

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.227



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.877



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7142 top1= 73.1871


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2977 top1= 50.3105


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8249 top1= 45.5629

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.0744 top1= 98.5795

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.200



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.758


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.0998 top1= 97.1591

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.187



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.704


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.1015 top1= 96.0227

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.177



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.661



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6154 top1= 77.2035


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0719 top1= 52.9046


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7328 top1= 45.5629

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.0585 top1= 99.1477

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.163



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.599


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.0865 top1= 97.4432

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.157



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.572


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.0948 top1= 96.3068

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.152



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.553



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5679 top1= 79.5773


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9368 top1= 53.7260


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6787 top1= 45.9936

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.0568 top1= 98.5795

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.144



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.518


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.0601 top1= 97.4432

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.143



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.512


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.0784 top1= 96.8750

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.140



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.500



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5459 top1= 80.5188


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9861 top1= 53.0048


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7039 top1= 46.2039

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.0582 top1= 98.8636

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.136



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.484


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.0498 top1= 98.8636

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.137



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.484


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.0756 top1= 97.7273

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.136



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.483



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5241 top1= 81.9511


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9846 top1= 53.5156


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5619 top1= 46.9952

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.0583 top1= 99.4318

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.136



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.482


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.0618 top1= 97.7273

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



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.503


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.0555 top1= 98.5795

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



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.493



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5183 top1= 81.8510


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8820 top1= 52.9147


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3620 top1= 47.0853

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.0580 top1= 98.2955

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.137



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.486


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.0773 top1= 96.8750

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.143



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.513


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.0748 top1= 97.4432

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



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.526



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5192 top1= 82.0312


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8440 top1= 52.2536


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2215 top1= 47.6162

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.0650 top1= 98.2955

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.145



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.521


[E10B10 |   4224/60000 (  7%) ] Loss: 0.0640 top1= 98.0114

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.144



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.521


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.0644 top1= 98.5795

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.142



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.509



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5216 top1= 81.6106


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8257 top1= 53.4856


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4662 top1= 47.3057

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.0466 top1= 99.4318

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



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.501


[E11B10 |   4224/60000 (  7%) ] Loss: 0.0718 top1= 97.1591

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.140



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.501


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.0636 top1= 98.2955

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.136



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.484



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5255 top1= 81.5505


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8612 top1= 51.4924


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4697 top1= 47.1755

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.0493 top1= 98.8636

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.133



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.471


[E12B10 |   4224/60000 (  7%) ] Loss: 0.0470 top1= 98.5795

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.130



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.460


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.0623 top1= 99.1477

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.123



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.429



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4839 top1= 84.5753


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0117 top1= 52.0633


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4618 top1= 47.3858

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.0467 top1= 99.1477

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.122



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.425


[E13B10 |   4224/60000 (  7%) ] Loss: 0.0465 top1= 99.1477

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.123



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.429


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.0649 top1= 98.2955

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.122



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.426



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5040 top1= 82.9327


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8610 top1= 53.5357


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4450 top1= 46.5345

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.0401 top1= 99.4318

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.121



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.421


[E14B10 |   4224/60000 (  7%) ] Loss: 0.0567 top1= 98.2955

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.120



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.415


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.0547 top1= 99.1477

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.123



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.430



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5453 top1= 81.0597


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8095 top1= 53.3253


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4763 top1= 46.5244

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.0396 top1= 99.7159

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.124



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.434


[E15B10 |   4224/60000 (  7%) ] Loss: 0.0480 top1= 98.5795

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.125



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.438


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.0561 top1= 99.1477

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.120



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.420



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5313 top1= 82.7624


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9757 top1= 51.1318


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6327 top1= 46.0236

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.0480 top1= 98.5795

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.122



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.428


[E16B10 |   4224/60000 (  7%) ] Loss: 0.0609 top1= 99.1477

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.122



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.427


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.0588 top1= 99.4318

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.121



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.425



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5771 top1= 80.0180


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9853 top1= 50.8614


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5981 top1= 45.8133

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.0536 top1= 99.1477

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.123



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.433


[E17B10 |   4224/60000 (  7%) ] Loss: 0.0612 top1= 97.7273

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.125



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.441


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.0706 top1= 98.0114

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.127



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.449



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6040 top1= 78.7360


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9111 top1= 50.5909


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5480 top1= 46.3642

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.0597 top1= 98.8636

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.128



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.454


[E18B10 |   4224/60000 (  7%) ] Loss: 0.0513 top1= 98.8636

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.136



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.486


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.0728 top1= 98.0114

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.134



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.478



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5984 top1= 80.8393


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9544 top1= 49.7396


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6267 top1= 45.6230

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.0719 top1= 97.7273

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.134



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.477


[E19B10 |   4224/60000 (  7%) ] Loss: 0.0500 top1= 99.1477

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.136



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.487


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.0729 top1= 98.2955

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.133



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.476



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6445 top1= 78.4555


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9831 top1= 49.4291


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6565 top1= 45.7031

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.0580 top1= 99.1477

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.135



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.487


[E20B10 |   4224/60000 (  7%) ] Loss: 0.0562 top1= 99.1477

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.138



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.501


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.0674 top1= 98.2955

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.135



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.488



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6764 top1= 76.6727


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9546 top1= 49.6895


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7118 top1= 45.7332

