
=== Start adding workers ===
=> Add worker SGDMWorker(index=0, momentum=0.95)
=> Add worker SGDMWorker(index=1, momentum=0.95)
=> Add worker SGDMWorker(index=2, momentum=0.95)
=> Add worker SGDMWorker(index=3, momentum=0.95)
=> Add worker SGDMWorker(index=4, momentum=0.95)
=> Add worker SGDMWorker(index=5, momentum=0.95)
=> Add worker SGDMWorker(index=6, momentum=0.95)
=> Add worker SGDMWorker(index=7, momentum=0.95)
=> Add worker SGDMWorker(index=8, momentum=0.95)
=> Add worker SGDMWorker(index=9, momentum=0.95)
=> Add worker SGDMWorker(index=10, momentum=0.95)
=> 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=0.000



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


[E 1B10 |   4224/60000 (  7%) ] Loss: 1.9321 top1= 42.8977

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.039



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.044


[E 1B20 |   8064/60000 ( 13%) ] Loss: 1.8593 top1= 33.5227

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.282



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=0.297



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.4384 top1= 16.9371


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9936 top1= 38.7821


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8176 top1= 30.6190

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 1.3768 top1= 53.4091

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.449



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.015
clique2_consensus_distance=0.950


[E 2B10 |   4224/60000 (  7%) ] Loss: 0.8856 top1= 70.4545

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.609



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.016
clique2_consensus_distance=1.655


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.8029 top1= 78.9773

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.682



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.016
clique2_consensus_distance=1.988



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.9578 top1= 18.3293


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0262 top1= 42.1474


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3190 top1= 43.0789

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.6914 top1= 81.8182

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.724



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.016
clique2_consensus_distance=2.174


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.6130 top1= 82.1023

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.782



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.016
clique2_consensus_distance=2.441


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.5414 top1= 86.3636

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.835



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.016
clique2_consensus_distance=2.692



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.0549 top1= 18.8802


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0553 top1= 44.5713


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9038 top1= 41.5665

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.4148 top1= 90.9091

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.854



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.016
clique2_consensus_distance=2.786


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.4681 top1= 88.0682

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.846



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.016
clique2_consensus_distance=2.756


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.5489 top1= 87.7841

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.844



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.016
clique2_consensus_distance=2.750



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.5636 top1= 18.9704


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5428 top1= 46.2039


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1719 top1= 42.6182

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.5028 top1= 89.4886

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.844



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.016
clique2_consensus_distance=2.752


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.5220 top1= 89.7727

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.839



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.016
clique2_consensus_distance=2.724


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.5790 top1= 89.2045

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.838



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.016
clique2_consensus_distance=2.720



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.8550 top1= 19.0104


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4082 top1= 44.0705


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9928 top1= 41.2159

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.5524 top1= 88.9205

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.835



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.016
clique2_consensus_distance=2.713


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.5733 top1= 88.3523

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.839



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.016
clique2_consensus_distance=2.727


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.6246 top1= 90.0568

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.851



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.016
clique2_consensus_distance=2.777



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=7.3820 top1= 18.8502


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3954 top1= 43.4896


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9205 top1= 40.5950

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.6095 top1= 87.5000

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.861



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.016
clique2_consensus_distance=2.827


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.6175 top1= 86.6477

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.875



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.016
clique2_consensus_distance=2.886


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.6607 top1= 86.3636

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.889



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.016
clique2_consensus_distance=2.947



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=10.5387 top1= 18.6198


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4927 top1= 41.1358


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8581 top1= 40.8954

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.6264 top1= 87.5000

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.899



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.016
clique2_consensus_distance=2.993


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.6118 top1= 88.3523

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.905



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.016
clique2_consensus_distance=3.022


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.6571 top1= 86.6477

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.905



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.016
clique2_consensus_distance=3.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=15.1232 top1= 18.7901


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5524 top1= 40.3245


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7727 top1= 40.8954

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.5935 top1= 87.2159

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.896



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.016
clique2_consensus_distance=2.987


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.5735 top1= 89.7727

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.879



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.016
clique2_consensus_distance=2.919


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.6118 top1= 88.6364

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.858



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.016
clique2_consensus_distance=2.830



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=19.3277 top1= 19.0405


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5990 top1= 39.4531


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7234 top1= 41.0657

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.5379 top1= 88.6364

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.832



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.016
clique2_consensus_distance=2.719


[E10B10 |   4224/60000 (  7%) ] Loss: 0.5230 top1= 90.3409

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.803



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.015
clique2_consensus_distance=2.598


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.5692 top1= 89.2045

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.773



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.015
clique2_consensus_distance=2.469



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=21.9630 top1= 19.1807


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6160 top1= 39.3029


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6952 top1= 41.0657

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.4864 top1= 90.3409

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.743



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.015
clique2_consensus_distance=2.343


[E11B10 |   4224/60000 (  7%) ] Loss: 0.4824 top1= 90.6250

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.715



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.015
clique2_consensus_distance=2.224


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.5289 top1= 90.3409

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.689



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=2.108



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=22.9661 top1= 19.2608


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6203 top1= 39.3129


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6854 top1= 40.7853

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.4511 top1= 91.4773

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.665



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=2.008


[E12B10 |   4224/60000 (  7%) ] Loss: 0.4643 top1= 91.4773

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.645



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=1.919


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.5014 top1= 90.9091

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.627



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=1.839



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=23.4739 top1= 19.2608


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6176 top1= 39.3830


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6933 top1= 40.4147

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.4288 top1= 92.0455

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.612



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=1.775


[E13B10 |   4224/60000 (  7%) ] Loss: 0.4418 top1= 91.7614

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.599



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=1.719


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.4817 top1= 90.6250

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.588



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=1.669



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=23.5781 top1= 19.2608


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6286 top1= 39.4531


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7100 top1= 39.9339

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.4172 top1= 92.8977

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.579



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=1.633


[E14B10 |   4224/60000 (  7%) ] Loss: 0.4322 top1= 92.0455

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.571



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=1.600


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.4720 top1= 90.9091

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.565



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=1.570



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=23.4789 top1= 19.2408


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6371 top1= 39.4231


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7377 top1= 39.2929

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.4099 top1= 93.4659

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.560



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=1.551


[E15B10 |   4224/60000 (  7%) ] Loss: 0.4274 top1= 92.3295

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.555



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=1.532


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.4667 top1= 90.9091

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.552



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=1.513



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=23.2979 top1= 19.1907


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6540 top1= 39.4531


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7761 top1= 38.7220

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.4045 top1= 93.7500

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.549



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=1.505


[E16B10 |   4224/60000 (  7%) ] Loss: 0.4285 top1= 93.1818

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.547



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=1.495


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.4713 top1= 90.6250

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.544



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=1.482



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=23.1160 top1= 19.1406


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6801 top1= 39.3730


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8213 top1= 37.9708

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.4018 top1= 94.0341

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.543



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=1.481


[E17B10 |   4224/60000 (  7%) ] Loss: 0.4260 top1= 93.7500

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.542



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=1.475


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.4698 top1= 90.9091

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.541



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=1.468



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=23.4552 top1= 19.1206


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7148 top1= 39.3630


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8640 top1= 37.6202

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.3934 top1= 94.0341

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.541



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=1.472


[E18B10 |   4224/60000 (  7%) ] Loss: 0.4244 top1= 93.4659

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.540



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=1.467


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.4662 top1= 91.1932

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.539



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=1.461



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=23.7484 top1= 19.1506


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7307 top1= 39.3830


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8880 top1= 37.5000

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.3841 top1= 94.0341

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.539



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=1.465


[E19B10 |   4224/60000 (  7%) ] Loss: 0.4166 top1= 93.4659

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.539



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=1.462


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.4595 top1= 91.7614

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.538



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=1.460



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=23.8920 top1= 19.1106


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7515 top1= 39.3630


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9117 top1= 37.2796

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.3790 top1= 94.0341

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.540



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=1.470


[E20B10 |   4224/60000 (  7%) ] Loss: 0.4137 top1= 93.1818

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.540



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=1.469


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.4605 top1= 92.0455

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.540



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=1.468



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=23.8413 top1= 19.0705


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7630 top1= 39.3129


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9322 top1= 37.0893

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.3812 top1= 94.0341

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.542



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=1.481


[E21B10 |   4224/60000 (  7%) ] Loss: 0.4091 top1= 93.1818

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.543



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=1.482


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.4581 top1= 92.0455

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.543



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=1.482



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=23.8964 top1= 19.0705


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7837 top1= 39.2829


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9449 top1= 37.0793

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.3711 top1= 94.8864

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.546



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=1.498


[E22B10 |   4224/60000 (  7%) ] Loss: 0.4073 top1= 92.3295

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.547



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=1.501


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.4574 top1= 91.7614

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.548



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=1.502



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=23.9165 top1= 19.0505


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7987 top1= 39.2127


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9648 top1= 36.9491

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.3692 top1= 94.8864

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.551



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=1.520


[E23B10 |   4224/60000 (  7%) ] Loss: 0.4099 top1= 92.3295

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.552



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=1.524


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.4622 top1= 91.7614

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.553



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=1.526



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=23.7422 top1= 19.0505


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8188 top1= 39.2228


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9752 top1= 36.8289

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.3701 top1= 94.6023

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.557



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=1.546


[E24B10 |   4224/60000 (  7%) ] Loss: 0.4181 top1= 92.0455

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.559



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=1.552


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.4711 top1= 91.1932

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.560



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=1.555



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=23.3936 top1= 19.0405


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8505 top1= 39.2829


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9857 top1= 36.7588

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.3684 top1= 94.8864

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.564



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=1.579


[E25B10 |   4224/60000 (  7%) ] Loss: 0.4107 top1= 92.0455

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.566



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=1.585


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.4755 top1= 91.4773

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.568



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=1.590



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=22.9383 top1= 19.0304


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8940 top1= 39.2728


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0008 top1= 36.6887

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.3670 top1= 94.6023

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.573



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=1.616


[E26B10 |   4224/60000 (  7%) ] Loss: 0.4065 top1= 92.3295

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.575



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=1.620


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.4768 top1= 91.1932

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.577



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=1.625



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=22.6846 top1= 19.0805


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9314 top1= 39.2228


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0095 top1= 36.7588

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.3733 top1= 94.0341

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.581



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=1.652


[E27B10 |   4224/60000 (  7%) ] Loss: 0.4154 top1= 91.4773

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.584



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=1.658


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.4862 top1= 91.1932

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.584



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=1.657



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=21.9189 top1= 19.0905


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9755 top1= 39.2829


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0212 top1= 36.5986

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.3767 top1= 93.4659

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.588



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=1.680


[E28B10 |   4224/60000 (  7%) ] Loss: 0.4090 top1= 91.4773

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.588



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=1.678


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.4917 top1= 90.6250

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.588



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=1.672



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=20.8989 top1= 19.0705


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9993 top1= 39.3029


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0300 top1= 36.5284

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.3888 top1= 92.8977

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.591



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=1.692


[E29B10 |   4224/60000 (  7%) ] Loss: 0.4236 top1= 91.1932

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.593



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=1.695


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.4928 top1= 90.6250

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.594



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=1.691



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=20.5217 top1= 19.0104


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0189 top1= 39.3129


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0595 top1= 36.4383

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.3981 top1= 92.3295

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.597



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=1.716


[E30B10 |   4224/60000 (  7%) ] Loss: 0.4461 top1= 90.3409

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.601



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=1.725


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.4981 top1= 90.0568

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.601



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=1.723



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=19.8566 top1= 19.0204


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0360 top1= 39.3429


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0498 top1= 36.5084

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.4123 top1= 92.6136

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.606



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=1.750


[E31B10 |   4224/60000 (  7%) ] Loss: 0.4618 top1= 89.7727

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.610



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=1.764


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.4992 top1= 90.0568

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.613



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=1.768



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=18.2823 top1= 18.8902


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0216 top1= 39.3530


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0363 top1= 36.5284

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.4299 top1= 92.0455

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.619



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=1.802


[E32B10 |   4224/60000 (  7%) ] Loss: 0.4430 top1= 90.9091

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.629



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=1.832


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.5034 top1= 90.6250

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.633



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=1.848



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=16.4562 top1= 18.8902


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0213 top1= 39.3830


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0132 top1= 37.1094

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.4737 top1= 91.1932

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.642



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=1.894


[E33B10 |   4224/60000 (  7%) ] Loss: 0.4592 top1= 90.0568

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.656



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.015
clique2_consensus_distance=1.938


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.5785 top1= 89.7727

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.664



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.015
clique2_consensus_distance=1.971



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=13.6002 top1= 19.0004


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0050 top1= 39.3229


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9683 top1= 37.9607

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.4951 top1= 90.9091

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.681



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.015
clique2_consensus_distance=2.036


[E34B10 |   4224/60000 (  7%) ] Loss: 0.4835 top1= 89.4886

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.699



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.015
clique2_consensus_distance=2.109


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.5489 top1= 91.7614

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.715



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.015
clique2_consensus_distance=2.174



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=10.6308 top1= 19.2808


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9054 top1= 39.4932


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8388 top1= 37.9107

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.5489 top1= 90.9091

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.735



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.016
clique2_consensus_distance=2.252


[E35B10 |   4224/60000 (  7%) ] Loss: 0.5503 top1= 90.3409

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.758



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.016
clique2_consensus_distance=2.347


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.6397 top1= 89.4886

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.787



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.016
clique2_consensus_distance=2.470



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=9.1152 top1= 19.3510


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9347 top1= 39.7035


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8324 top1= 38.9323

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.5918 top1= 89.7727

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.821



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.016
clique2_consensus_distance=2.617


[E36B10 |   4224/60000 (  7%) ] Loss: 0.5843 top1= 88.3523

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.854



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.017
clique2_consensus_distance=2.759


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.6720 top1= 88.9205

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.892



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.017
clique2_consensus_distance=2.922



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=8.6939 top1= 19.4010


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9172 top1= 39.8037


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8121 top1= 38.9824

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.6244 top1= 88.0682

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.937



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.018
clique2_consensus_distance=3.122


[E37B10 |   4224/60000 (  7%) ] Loss: 0.6274 top1= 86.3636

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.979



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.018
clique2_consensus_distance=3.304


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.7077 top1= 86.9318

=== Log global consensus distance @ E37B20 ===
consensus_distance=1.027



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.019
clique2_consensus_distance=3.516



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=8.7080 top1= 19.2808


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9190 top1= 39.8337


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8640 top1= 38.2913

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.6532 top1= 86.6477

=== Log global consensus distance @ E38B0 ===
consensus_distance=1.082



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.019
clique2_consensus_distance=3.761


[E38B10 |   4224/60000 (  7%) ] Loss: 0.6618 top1= 84.3750

=== Log global consensus distance @ E38B10 ===
consensus_distance=1.130



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.020
clique2_consensus_distance=3.972


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.7508 top1= 85.2273

=== Log global consensus distance @ E38B20 ===
consensus_distance=1.180



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.020
clique2_consensus_distance=4.190



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=8.7553 top1= 19.2808


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9240 top1= 39.9339


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8847 top1= 37.7604

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.6875 top1= 85.7955

=== Log global consensus distance @ E39B0 ===
consensus_distance=1.226



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.021
clique2_consensus_distance=4.398


[E39B10 |   4224/60000 (  7%) ] Loss: 0.6916 top1= 83.2386

=== Log global consensus distance @ E39B10 ===
consensus_distance=1.258



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.021
clique2_consensus_distance=4.535


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.7708 top1= 84.3750

=== Log global consensus distance @ E39B20 ===
consensus_distance=1.286



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.021
clique2_consensus_distance=4.655



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=9.6851 top1= 19.2508


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9525 top1= 40.0942


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8974 top1= 37.2796

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.7152 top1= 85.2273

=== Log global consensus distance @ E40B0 ===
consensus_distance=1.307



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.021
clique2_consensus_distance=4.748


[E40B10 |   4224/60000 (  7%) ] Loss: 0.7052 top1= 81.2500

=== Log global consensus distance @ E40B10 ===
consensus_distance=1.314



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.021
clique2_consensus_distance=4.780


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.7837 top1= 83.8068

=== Log global consensus distance @ E40B20 ===
consensus_distance=1.322



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.020
clique2_consensus_distance=4.810



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=12.8372 top1= 19.2508


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0939 top1= 39.9439


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9091 top1= 36.8389

