
=== Start adding workers ===
=> Add worker SGDMWorker(index=0, momentum=0.0)
=> Add worker SGDMWorker(index=1, momentum=0.0)
=> Add worker SGDMWorker(index=2, momentum=0.0)
=> Add worker SGDMWorker(index=3, momentum=0.0)
=> Add worker SGDMWorker(index=4, momentum=0.0)
=> Add worker SGDMWorker(index=5, momentum=0.0)
=> Add worker SGDMWorker(index=6, momentum=0.0)
=> Add worker SGDMWorker(index=7, momentum=0.0)
=> Add worker SGDMWorker(index=8, momentum=0.0)
=> Add worker SGDMWorker(index=9, momentum=0.0)
=> Add worker SGDMWorker(index=10, momentum=0.0)
=> 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=0.000



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


[E 1B10 |   4224/60000 (  7%) ] Loss: 2.2614 top1= 17.8977

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E 1B20 |   8064/60000 ( 13%) ] Loss: 2.2160 top1= 25.5682

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2917 top1= 12.9507


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2938 top1= 13.7119


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2972 top1=  9.7356

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 2.1667 top1= 30.6818

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E 2B10 |   4224/60000 (  7%) ] Loss: 2.1176 top1= 32.9545

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E 2B20 |   8064/60000 ( 13%) ] Loss: 2.0635 top1= 35.7955

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2809 top1= 12.7404


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3151 top1= 19.5513


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2999 top1= 13.2412

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 2.0115 top1= 38.0682

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.048


[E 3B10 |   4224/60000 (  7%) ] Loss: 1.9695 top1= 34.6591

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.015



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.064


[E 3B20 |   8064/60000 ( 13%) ] Loss: 1.9129 top1= 38.6364

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.020



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.081



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2699 top1= 13.7220


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3770 top1= 27.0433


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3099 top1= 21.0938

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 1.8736 top1= 37.7841

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.024



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.100


[E 4B10 |   4224/60000 (  7%) ] Loss: 1.8472 top1= 38.6364

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.029



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.120


[E 4B20 |   8064/60000 ( 13%) ] Loss: 1.7888 top1= 43.4659

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.035



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.142



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2587 top1= 14.6735


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4564 top1= 27.0232


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3298 top1= 23.1170

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 1.7629 top1= 42.3295

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.040



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.165


[E 5B10 |   4224/60000 (  7%) ] Loss: 1.7523 top1= 40.3409

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.046



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.190


[E 5B20 |   8064/60000 ( 13%) ] Loss: 1.6893 top1= 44.8864

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.053



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.215



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2453 top1= 16.9371


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5218 top1= 27.3438


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3549 top1= 22.5060

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 1.6748 top1= 45.4545

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.059



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.244


[E 6B10 |   4224/60000 (  7%) ] Loss: 1.6793 top1= 44.0341

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.067



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.273


[E 6B20 |   8064/60000 ( 13%) ] Loss: 1.6107 top1= 49.7159

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.074



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.303



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2300 top1= 19.1306


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5530 top1= 27.1635


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3749 top1= 21.1238

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 1.6049 top1= 49.4318

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.083



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.338


[E 7B10 |   4224/60000 (  7%) ] Loss: 1.6238 top1= 46.5909

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.091



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.373


[E 7B20 |   8064/60000 ( 13%) ] Loss: 1.5499 top1= 51.7045

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.100



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.410



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2123 top1= 20.1923


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5457 top1= 27.1735


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3833 top1= 20.2825

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 1.5508 top1= 52.2727

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.110



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.451


[E 8B10 |   4224/60000 (  7%) ] Loss: 1.5824 top1= 48.5795

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.121



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.494


[E 8B20 |   8064/60000 ( 13%) ] Loss: 1.5045 top1= 52.2727

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.132



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.538



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1926 top1= 21.0337


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5064 top1= 28.6558


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3781 top1= 20.1623

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 1.5099 top1= 54.2614

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.144



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.588


[E 9B10 |   4224/60000 (  7%) ] Loss: 1.5520 top1= 49.7159

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.156



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.639


[E 9B20 |   8064/60000 ( 13%) ] Loss: 1.4708 top1= 54.5455

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.169



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.691



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1712 top1= 22.0753


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4485 top1= 30.4087


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3608 top1= 20.5228

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 1.4786 top1= 54.8295

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.184



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.750


[E10B10 |   4224/60000 (  7%) ] Loss: 1.5290 top1= 50.8523

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.198



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.809


[E10B20 |   8064/60000 ( 13%) ] Loss: 1.4439 top1= 57.9545

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.214



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.871



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1484 top1= 23.5577


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3871 top1= 32.5721


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3364 top1= 21.0537

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 1.4528 top1= 57.6705

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.230



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.938


[E11B10 |   4224/60000 (  7%) ] Loss: 1.5088 top1= 53.1250

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.247



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.006


[E11B20 |   8064/60000 ( 13%) ] Loss: 1.4200 top1= 60.2273

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.265



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.077



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1248 top1= 25.2003


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3315 top1= 33.9543


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3098 top1= 21.6346

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 1.4280 top1= 58.2386

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.283



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.153


[E12B10 |   4224/60000 (  7%) ] Loss: 1.4875 top1= 54.5455

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.303



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.230


[E12B20 |   8064/60000 ( 13%) ] Loss: 1.3953 top1= 61.6477

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.322



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.310



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1014 top1= 26.8730


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2860 top1= 35.0060


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2838 top1= 22.3558

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 1.4010 top1= 59.3750

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.343



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.394


[E13B10 |   4224/60000 (  7%) ] Loss: 1.4626 top1= 59.0909

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.365



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.481


[E13B20 |   8064/60000 ( 13%) ] Loss: 1.3677 top1= 61.9318

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.386



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.569



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0789 top1= 27.9647


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2517 top1= 35.8774


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2604 top1= 23.0669

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 1.3705 top1= 62.2159

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.409



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.662


[E14B10 |   4224/60000 (  7%) ] Loss: 1.4334 top1= 59.9432

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.433



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.757


[E14B20 |   8064/60000 ( 13%) ] Loss: 1.3378 top1= 63.3523

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.457



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.853



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0584 top1= 29.3269


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2296 top1= 36.5485


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2406 top1= 23.9283

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 1.3391 top1= 64.4886

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.482



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.954


[E15B10 |   4224/60000 (  7%) ] Loss: 1.4033 top1= 63.6364

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.507



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.058


[E15B20 |   8064/60000 ( 13%) ] Loss: 1.3081 top1= 65.3409

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.533



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.162



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0399 top1= 30.5789


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2174 top1= 36.9591


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2238 top1= 24.6094

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 1.3083 top1= 66.1932

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.560



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.271


[E16B10 |   4224/60000 (  7%) ] Loss: 1.3739 top1= 65.6250

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.587



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.382


[E16B20 |   8064/60000 ( 13%) ] Loss: 1.2806 top1= 67.6136

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.615



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.494



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0233 top1= 32.1214


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2116 top1= 37.3097


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2102 top1= 25.4708

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 1.2802 top1= 68.4659

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.643



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.611


[E17B10 |   4224/60000 (  7%) ] Loss: 1.3469 top1= 68.4659

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.673



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.730


[E17B20 |   8064/60000 ( 13%) ] Loss: 1.2549 top1= 69.6023

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.703



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.849



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0078 top1= 34.0445


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2170 top1= 37.7504


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2005 top1= 26.4223

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 1.2534 top1= 70.7386

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.733



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.973


[E18B10 |   4224/60000 (  7%) ] Loss: 1.3215 top1= 68.1818

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.764



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.100


[E18B20 |   8064/60000 ( 13%) ] Loss: 1.2327 top1= 71.3068

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.795



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.226



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9958 top1= 35.5268


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2222 top1= 37.9808


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1926 top1= 27.3137

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 1.2325 top1= 71.8750

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.827



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.357


[E19B10 |   4224/60000 (  7%) ] Loss: 1.3028 top1= 69.8864

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.860



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.490


[E19B20 |   8064/60000 ( 13%) ] Loss: 1.2161 top1= 72.7273

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.893



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.623



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9874 top1= 37.0793


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2272 top1= 38.2011


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1860 top1= 28.1951

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 1.2172 top1= 73.8636

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.926



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.759


[E20B10 |   4224/60000 (  7%) ] Loss: 1.2889 top1= 72.1591

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.961



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.899


[E20B20 |   8064/60000 ( 13%) ] Loss: 1.2038 top1= 73.8636

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.995



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.037



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9811 top1= 38.1510


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2327 top1= 38.3514


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1805 top1= 29.0465

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 1.2050 top1= 76.4205

=== Log global consensus distance @ E21B0 ===
consensus_distance=1.029



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.179


[E21B10 |   4224/60000 (  7%) ] Loss: 1.2779 top1= 74.4318

=== Log global consensus distance @ E21B10 ===
consensus_distance=1.065



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.324


[E21B20 |   8064/60000 ( 13%) ] Loss: 1.1943 top1= 74.7159

=== Log global consensus distance @ E21B20 ===
consensus_distance=1.100



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.467



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9772 top1= 38.9924


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2386 top1= 38.5317


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1758 top1= 29.7877

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 1.1965 top1= 77.8409

=== Log global consensus distance @ E22B0 ===
consensus_distance=1.135



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.614


[E22B10 |   4224/60000 (  7%) ] Loss: 1.2705 top1= 76.1364

=== Log global consensus distance @ E22B10 ===
consensus_distance=1.172



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.764


[E22B20 |   8064/60000 ( 13%) ] Loss: 1.1894 top1= 75.8523

=== Log global consensus distance @ E22B20 ===
consensus_distance=1.209



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.912



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9765 top1= 39.4832


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2464 top1= 38.5917


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1723 top1= 30.5088

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 1.1931 top1= 79.5455

=== Log global consensus distance @ E23B0 ===
consensus_distance=1.245



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.063


[E23B10 |   4224/60000 (  7%) ] Loss: 1.2676 top1= 76.9886

=== Log global consensus distance @ E23B10 ===
consensus_distance=1.283



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.217


[E23B20 |   8064/60000 ( 13%) ] Loss: 1.1889 top1= 77.2727

=== Log global consensus distance @ E23B20 ===
consensus_distance=1.320



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.369



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9799 top1= 39.6635


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2564 top1= 38.7420


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1698 top1= 31.1599

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 1.1945 top1= 79.8295

=== Log global consensus distance @ E24B0 ===
consensus_distance=1.357



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.523


[E24B10 |   4224/60000 (  7%) ] Loss: 1.2690 top1= 78.9773

=== Log global consensus distance @ E24B10 ===
consensus_distance=1.396



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.681


[E24B20 |   8064/60000 ( 13%) ] Loss: 1.1919 top1= 78.9773

=== Log global consensus distance @ E24B20 ===
consensus_distance=1.434



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.837



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9869 top1= 39.4331


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2679 top1= 38.8121


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1681 top1= 31.7708

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 1.1998 top1= 80.3977

=== Log global consensus distance @ E25B0 ===
consensus_distance=1.472



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.994


[E25B10 |   4224/60000 (  7%) ] Loss: 1.2748 top1= 79.5455

=== Log global consensus distance @ E25B10 ===
consensus_distance=1.512



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.155


[E25B20 |   8064/60000 ( 13%) ] Loss: 1.1977 top1= 79.2614

=== Log global consensus distance @ E25B20 ===
consensus_distance=1.551



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.315



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9965 top1= 39.2628


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2815 top1= 38.8922


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1682 top1= 32.1414

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 1.2094 top1= 81.5341

=== Log global consensus distance @ E26B0 ===
consensus_distance=1.590



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.475


[E26B10 |   4224/60000 (  7%) ] Loss: 1.2867 top1= 80.1136

=== Log global consensus distance @ E26B10 ===
consensus_distance=1.630



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.639


[E26B20 |   8064/60000 ( 13%) ] Loss: 1.2058 top1= 79.2614

=== Log global consensus distance @ E26B20 ===
consensus_distance=1.670



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.801



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0074 top1= 39.4030


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2958 top1= 38.9323


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1699 top1= 32.7224

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 1.2248 top1= 81.8182

=== Log global consensus distance @ E27B0 ===
consensus_distance=1.710



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.964


[E27B10 |   4224/60000 (  7%) ] Loss: 1.3032 top1= 80.6818

=== Log global consensus distance @ E27B10 ===
consensus_distance=1.751



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=7.130


[E27B20 |   8064/60000 ( 13%) ] Loss: 1.2174 top1= 79.5455

=== Log global consensus distance @ E27B20 ===
consensus_distance=1.791



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=7.294



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0196 top1= 39.2428


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3098 top1= 38.9623


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1732 top1= 32.9928

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 1.2414 top1= 81.5341

=== Log global consensus distance @ E28B0 ===
consensus_distance=1.831



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=7.460


[E28B10 |   4224/60000 (  7%) ] Loss: 1.3206 top1= 81.8182

=== Log global consensus distance @ E28B10 ===
consensus_distance=1.873



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=7.628


[E28B20 |   8064/60000 ( 13%) ] Loss: 1.2318 top1= 80.3977

=== Log global consensus distance @ E28B20 ===
consensus_distance=1.914



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=7.795



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0347 top1= 38.9523


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3229 top1= 39.0425


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1779 top1= 33.3333

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 1.2604 top1= 82.6705

=== Log global consensus distance @ E29B0 ===
consensus_distance=1.955



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=7.963


[E29B10 |   4224/60000 (  7%) ] Loss: 1.3400 top1= 82.1023

=== Log global consensus distance @ E29B10 ===
consensus_distance=1.997



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=8.134


[E29B20 |   8064/60000 ( 13%) ] Loss: 1.2486 top1= 80.6818

=== Log global consensus distance @ E29B20 ===
consensus_distance=2.039



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=8.303



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0520 top1= 38.7220


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3357 top1= 39.0725


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1841 top1= 33.5637

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 1.2820 top1= 82.6705

=== Log global consensus distance @ E30B0 ===
consensus_distance=2.080



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=8.473


[E30B10 |   4224/60000 (  7%) ] Loss: 1.3623 top1= 82.3864

=== Log global consensus distance @ E30B10 ===
consensus_distance=2.122



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=8.646


[E30B20 |   8064/60000 ( 13%) ] Loss: 1.2683 top1= 81.8182

=== Log global consensus distance @ E30B20 ===
consensus_distance=2.165



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=8.818



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0708 top1= 38.4515


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3475 top1= 39.1526


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1906 top1= 33.8241

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 1.3068 top1= 84.6591

=== Log global consensus distance @ E31B0 ===
consensus_distance=2.207



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=8.990


[E31B10 |   4224/60000 (  7%) ] Loss: 1.3876 top1= 83.5227

=== Log global consensus distance @ E31B10 ===
consensus_distance=2.250



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=9.165


[E31B20 |   8064/60000 ( 13%) ] Loss: 1.2909 top1= 82.6705

=== Log global consensus distance @ E31B20 ===
consensus_distance=2.293



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=9.339



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0901 top1= 38.3013


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3599 top1= 39.1927


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1972 top1= 34.0244

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 1.3349 top1= 85.2273

=== Log global consensus distance @ E32B0 ===
consensus_distance=2.335



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=9.515


[E32B10 |   4224/60000 (  7%) ] Loss: 1.4156 top1= 83.8068

=== Log global consensus distance @ E32B10 ===
consensus_distance=2.379



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=9.692


[E32B20 |   8064/60000 ( 13%) ] Loss: 1.3169 top1= 83.2386

=== Log global consensus distance @ E32B20 ===
consensus_distance=2.423



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=9.869



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1105 top1= 38.0709


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3701 top1= 39.2528


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2042 top1= 34.2248

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 1.3655 top1= 84.9432

=== Log global consensus distance @ E33B0 ===
consensus_distance=2.466



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=10.047


[E33B10 |   4224/60000 (  7%) ] Loss: 1.4458 top1= 83.5227

=== Log global consensus distance @ E33B10 ===
consensus_distance=2.510



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=10.227


[E33B20 |   8064/60000 ( 13%) ] Loss: 1.3430 top1= 83.8068

=== Log global consensus distance @ E33B20 ===
consensus_distance=2.555



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=10.406



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1332 top1= 37.4700


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3797 top1= 39.3029


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2107 top1= 34.4151

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 1.3968 top1= 86.0795

=== Log global consensus distance @ E34B0 ===
consensus_distance=2.599



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=10.588


[E34B10 |   4224/60000 (  7%) ] Loss: 1.4800 top1= 83.8068

=== Log global consensus distance @ E34B10 ===
consensus_distance=2.644



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=10.771


[E34B20 |   8064/60000 ( 13%) ] Loss: 1.3784 top1= 84.0909

=== Log global consensus distance @ E34B20 ===
consensus_distance=2.689



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=10.954



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1723 top1= 36.3281


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3889 top1= 39.3429


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2179 top1= 34.5252

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 1.4404 top1= 86.3636

=== Log global consensus distance @ E35B0 ===
consensus_distance=2.734



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=11.139


[E35B10 |   4224/60000 (  7%) ] Loss: 1.5303 top1= 84.6591

=== Log global consensus distance @ E35B10 ===
consensus_distance=2.780



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=11.325


[E35B20 |   8064/60000 ( 13%) ] Loss: 1.4277 top1= 84.0909

=== Log global consensus distance @ E35B20 ===
consensus_distance=2.826



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=11.512



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2060 top1= 35.3666


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3974 top1= 39.4231


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2251 top1= 34.6755

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 1.4821 top1= 86.3636

=== Log global consensus distance @ E36B0 ===
consensus_distance=2.872



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=11.701


[E36B10 |   4224/60000 (  7%) ] Loss: 1.5707 top1= 85.5114

=== Log global consensus distance @ E36B10 ===
consensus_distance=2.919



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=11.891


[E36B20 |   8064/60000 ( 13%) ] Loss: 1.4625 top1= 84.3750

=== Log global consensus distance @ E36B20 ===
consensus_distance=2.966



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=12.081



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2332 top1= 35.0661


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4047 top1= 39.5132


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2324 top1= 34.8658

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 1.5203 top1= 86.3636

=== Log global consensus distance @ E37B0 ===
consensus_distance=3.013



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=12.275


[E37B10 |   4224/60000 (  7%) ] Loss: 1.6107 top1= 85.7955

=== Log global consensus distance @ E37B10 ===
consensus_distance=3.061



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=12.468


[E37B20 |   8064/60000 ( 13%) ] Loss: 1.4973 top1= 84.9432

=== Log global consensus distance @ E37B20 ===
consensus_distance=3.109



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=12.663



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2609 top1= 34.6855


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4116 top1= 39.5232


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2400 top1= 35.0661

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 1.5602 top1= 86.3636

=== Log global consensus distance @ E38B0 ===
consensus_distance=3.157



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=12.861


[E38B10 |   4224/60000 (  7%) ] Loss: 1.6526 top1= 86.0795

=== Log global consensus distance @ E38B10 ===
consensus_distance=3.206



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=13.059


[E38B20 |   8064/60000 ( 13%) ] Loss: 1.5332 top1= 85.2273

=== Log global consensus distance @ E38B20 ===
consensus_distance=3.256



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=13.257



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2916 top1= 34.4151


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4177 top1= 39.5232


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2482 top1= 35.1863

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 1.6018 top1= 86.3636

=== Log global consensus distance @ E39B0 ===
consensus_distance=3.304



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=13.459


[E39B10 |   4224/60000 (  7%) ] Loss: 1.6969 top1= 86.0795

=== Log global consensus distance @ E39B10 ===
consensus_distance=3.355



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=13.662


[E39B20 |   8064/60000 ( 13%) ] Loss: 1.5714 top1= 85.5114

=== Log global consensus distance @ E39B20 ===
consensus_distance=3.405



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=13.865



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.3308 top1= 33.8241


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4235 top1= 39.5433


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2556 top1= 35.2764

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 1.6464 top1= 86.6477

=== Log global consensus distance @ E40B0 ===
consensus_distance=3.455



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=14.072


[E40B10 |   4224/60000 (  7%) ] Loss: 1.7462 top1= 86.3636

=== Log global consensus distance @ E40B10 ===
consensus_distance=3.506



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=14.278


[E40B20 |   8064/60000 ( 13%) ] Loss: 1.6159 top1= 86.0795

=== Log global consensus distance @ E40B20 ===
consensus_distance=3.558



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=14.486



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.3762 top1= 33.1731


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4289 top1= 39.5933


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2632 top1= 35.3566

