
=== 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 LabelFlippingWorker
=> Add worker LabelFlippingWorker

=== Start adding graph ===
TwoCliquesWithByzantine(m=5,b=2)

Train epoch 1
[E 1B0  |    416/60000 (  1%) ] Loss: 2.3120 top1=  8.2386

=== Peeking data label distribution E1B0 ===
Worker 0 has targets: tensor([0, 0, 0, 0, 0], device='cuda:0')
Worker 1 has targets: tensor([1, 0, 1, 1, 1], device='cuda:0')
Worker 2 has targets: tensor([1, 1, 2, 2, 2], device='cuda:0')
Worker 3 has targets: tensor([2, 2, 2, 2, 2], device='cuda:0')
Worker 4 has targets: tensor([3, 3, 3, 3, 3], device='cuda:0')
Worker 5 has targets: tensor([4, 3, 4, 4, 4], device='cuda:0')
Worker 6 has targets: tensor([5, 4, 5, 5, 5], device='cuda:0')
Worker 7 has targets: tensor([5, 5, 6, 5, 6], device='cuda:0')
Worker 8 has targets: tensor([6, 6, 6, 6, 6], device='cuda:0')
Worker 9 has targets: tensor([7, 7, 7, 7, 7], device='cuda:0')
Worker 10 has targets: tensor([8, 7, 8, 8, 8], device='cuda:0')
Worker 11 has targets: tensor([0, 1, 0, 0, 0], device='cuda:0')
Worker 12 has targets: tensor([0, 0, 0, 0, 0], 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 |   4576/60000 (  8%) ] Loss: 2.0444 top1= 44.0341

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.041


[E 1B20 |   8736/60000 ( 15%) ] Loss: 1.5124 top1= 56.8182

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.058



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.245



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1438 top1= 30.3486


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3020 top1= 37.5100


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8494 top1= 25.5208

Train epoch 2
[E 2B0  |    416/60000 (  1%) ] Loss: 1.0050 top1= 69.3182

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.122



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.519


[E 2B10 |   4576/60000 (  8%) ] Loss: 0.6645 top1= 79.8295

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.161



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.680


[E 2B20 |   8736/60000 ( 15%) ] Loss: 0.3713 top1= 92.8977

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.178



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.754



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8205 top1= 42.7784


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.1212 top1= 39.5833


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1590 top1= 40.6450

Train epoch 3
[E 3B0  |    416/60000 (  1%) ] Loss: 0.2755 top1= 90.3409

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.176



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.751


[E 3B10 |   4576/60000 (  8%) ] Loss: 0.2639 top1= 92.8977

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.158



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.676


[E 3B20 |   8736/60000 ( 15%) ] Loss: 0.1608 top1= 96.0227

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.135



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.579



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5293 top1= 55.6691


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.4499 top1= 43.5597


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9345 top1= 43.9203

Train epoch 4
[E 4B0  |    416/60000 (  1%) ] Loss: 0.1708 top1= 94.8864

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.112



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.482


[E 4B10 |   4576/60000 (  8%) ] Loss: 0.2105 top1= 94.6023

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.091



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.392


[E 4B20 |   8736/60000 ( 15%) ] Loss: 0.1163 top1= 97.7273

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.075



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.324



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3591 top1= 65.5148


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9470 top1= 46.2841


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6438 top1= 45.1022

Train epoch 5
[E 5B0  |    416/60000 (  1%) ] Loss: 0.1386 top1= 95.7386

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.064



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.273


[E 5B10 |   4576/60000 (  8%) ] Loss: 0.1870 top1= 94.6023

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.054



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.232


[E 5B20 |   8736/60000 ( 15%) ] Loss: 0.1004 top1= 98.0114

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.048



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.205



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3021 top1= 69.6414


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7496 top1= 46.9351


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4913 top1= 47.8466

Train epoch 6
[E 6B0  |    416/60000 (  1%) ] Loss: 0.1161 top1= 96.8750

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.043



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.183


[E 6B10 |   4576/60000 (  8%) ] Loss: 0.1647 top1= 95.1705

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.039



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.166


[E 6B20 |   8736/60000 ( 15%) ] Loss: 0.0897 top1= 98.0114

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.036



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.154



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2895 top1= 71.8850


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6966 top1= 47.0954


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4308 top1= 49.7496

Train epoch 7
[E 7B0  |    416/60000 (  1%) ] Loss: 0.0997 top1= 97.1591

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.034



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.143


[E 7B10 |   4576/60000 (  8%) ] Loss: 0.1467 top1= 96.3068

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.031



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.133


[E 7B20 |   8736/60000 ( 15%) ] Loss: 0.0800 top1= 98.2955

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.030



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.127



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2958 top1= 73.4375


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6598 top1= 47.3558


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4101 top1= 51.4924

Train epoch 8
[E 8B0  |    416/60000 (  1%) ] Loss: 0.0855 top1= 97.1591

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.028



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.120


[E 8B10 |   4576/60000 (  8%) ] Loss: 0.1308 top1= 96.5909

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.027



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.113


[E 8B20 |   8736/60000 ( 15%) ] Loss: 0.0717 top1= 98.2955

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.026



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.110



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3128 top1= 74.2488


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6624 top1= 47.4559


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4143 top1= 52.4339

Train epoch 9
[E 9B0  |    416/60000 (  1%) ] Loss: 0.0751 top1= 98.5795

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.025



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.104


[E 9B10 |   4576/60000 (  8%) ] Loss: 0.1173 top1= 96.8750

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.024



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.099


[E 9B20 |   8736/60000 ( 15%) ] Loss: 0.0645 top1= 98.2955

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.023



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.097



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3334 top1= 74.7196


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6859 top1= 47.6763


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4285 top1= 53.3954

Train epoch 10
[E10B0  |    416/60000 (  1%) ] Loss: 0.0653 top1= 98.5795

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.022



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.093


[E10B10 |   4576/60000 (  8%) ] Loss: 0.1046 top1= 97.1591

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.021



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.089


[E10B20 |   8736/60000 ( 15%) ] Loss: 0.0585 top1= 98.5795

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.021



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.088



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3570 top1= 75.2404


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6964 top1= 47.9467


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4357 top1= 54.2067

Train epoch 11
[E11B0  |    416/60000 (  1%) ] Loss: 0.0587 top1= 99.4318

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.020



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.084


[E11B10 |   4576/60000 (  8%) ] Loss: 0.0940 top1= 97.4432

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.019



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.081


[E11B20 |   8736/60000 ( 15%) ] Loss: 0.0526 top1= 99.1477

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.019



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.081



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3820 top1= 75.5008


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7337 top1= 48.1671


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4463 top1= 54.8878

Train epoch 12
[E12B0  |    416/60000 (  1%) ] Loss: 0.0515 top1= 99.4318

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.018



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.077


[E12B10 |   4576/60000 (  8%) ] Loss: 0.0849 top1= 98.0114

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.018



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.074


[E12B20 |   8736/60000 ( 15%) ] Loss: 0.0478 top1= 99.4318

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.018



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.075



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4100 top1= 75.7212


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7574 top1= 48.4575


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4623 top1= 55.7893

Train epoch 13
[E13B0  |    416/60000 (  1%) ] Loss: 0.0461 top1= 99.4318

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.072


[E13B10 |   4576/60000 (  8%) ] Loss: 0.0760 top1= 98.5795

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.069


[E13B20 |   8736/60000 ( 15%) ] Loss: 0.0437 top1= 99.4318

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.069



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4351 top1= 75.8514


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7793 top1= 48.7580


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4585 top1= 56.6907

Train epoch 14
[E14B0  |    416/60000 (  1%) ] Loss: 0.0410 top1= 99.4318

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.016



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.066


[E14B10 |   4576/60000 (  8%) ] Loss: 0.0687 top1= 98.5795

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.015



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.064


[E14B20 |   8736/60000 ( 15%) ] Loss: 0.0401 top1= 99.4318

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.015



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.065



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4577 top1= 76.2019


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8112 top1= 49.0986


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4909 top1= 57.1514

Train epoch 15
[E15B0  |    416/60000 (  1%) ] Loss: 0.0369 top1= 99.7159

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.015



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.062


[E15B10 |   4576/60000 (  8%) ] Loss: 0.0637 top1= 98.5795

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.014



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.060


[E15B20 |   8736/60000 ( 15%) ] Loss: 0.0371 top1= 99.4318

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.015



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.062



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4842 top1= 76.2220


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8386 top1= 49.3790


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4846 top1= 58.2732

Train epoch 16
[E16B0  |    416/60000 (  1%) ] Loss: 0.0328 top1= 99.7159

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.014



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.058


[E16B10 |   4576/60000 (  8%) ] Loss: 0.0572 top1= 98.5795

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.013



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.056


[E16B20 |   8736/60000 ( 15%) ] Loss: 0.0348 top1= 99.7159

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.014



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.058



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5133 top1= 76.2520


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8733 top1= 49.6494


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4837 top1= 58.9443

Train epoch 17
[E17B0  |    416/60000 (  1%) ] Loss: 0.0298 top1=100.0000

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.013



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055


[E17B10 |   4576/60000 (  8%) ] Loss: 0.0513 top1= 99.1477

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.013



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.053


[E17B20 |   8736/60000 ( 15%) ] Loss: 0.0329 top1= 99.7159

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.013



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.056



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5391 top1= 76.3321


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8953 top1= 50.0501


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4888 top1= 59.7356

Train epoch 18
[E18B0  |    416/60000 (  1%) ] Loss: 0.0275 top1=100.0000

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052


[E18B10 |   4576/60000 (  8%) ] Loss: 0.0475 top1= 99.1477

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.051


[E18B20 |   8736/60000 ( 15%) ] Loss: 0.0314 top1= 99.7159

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.013



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.053



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5649 top1= 76.3421


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9244 top1= 50.3906


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4870 top1= 60.5168

Train epoch 19
[E19B0  |    416/60000 (  1%) ] Loss: 0.0259 top1=100.0000

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.050


[E19B10 |   4576/60000 (  8%) ] Loss: 0.0444 top1= 99.4318

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.049


[E19B20 |   8736/60000 ( 15%) ] Loss: 0.0292 top1= 99.7159

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5900 top1= 76.2320


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9611 top1= 50.6010


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4871 top1= 61.0877

Train epoch 20
[E20B0  |    416/60000 (  1%) ] Loss: 0.0250 top1=100.0000

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.048


[E20B10 |   4576/60000 (  8%) ] Loss: 0.0406 top1= 99.1477

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.048


[E20B20 |   8736/60000 ( 15%) ] Loss: 0.0268 top1= 99.7159

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.051



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6157 top1= 76.2019


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9855 top1= 50.8514


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4783 top1= 61.7188

Train epoch 21
[E21B0  |    416/60000 (  1%) ] Loss: 0.0253 top1=100.0000

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.046


[E21B10 |   4576/60000 (  8%) ] Loss: 0.0372 top1= 99.1477

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047


[E21B20 |   8736/60000 ( 15%) ] Loss: 0.0262 top1= 99.7159

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.050



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6429 top1= 76.1418


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0223 top1= 51.1619


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4767 top1= 62.3598

Train epoch 22
[E22B0  |    416/60000 (  1%) ] Loss: 0.0260 top1=100.0000

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.045


[E22B10 |   4576/60000 (  8%) ] Loss: 0.0368 top1= 98.8636

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047


[E22B20 |   8736/60000 ( 15%) ] Loss: 0.0228 top1= 99.7159

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.049



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6635 top1= 76.1118


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0601 top1= 51.3021


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5009 top1= 62.4700

Train epoch 23
[E23B0  |    416/60000 (  1%) ] Loss: 0.0262 top1=100.0000

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.045


[E23B10 |   4576/60000 (  8%) ] Loss: 0.0374 top1= 98.8636

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047


[E23B20 |   8736/60000 ( 15%) ] Loss: 0.0203 top1= 99.7159

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.050



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6942 top1= 75.8914


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0910 top1= 51.4323


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4958 top1= 63.1210

Train epoch 24
[E24B0  |    416/60000 (  1%) ] Loss: 0.0283 top1= 99.7159

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.045


[E24B10 |   4576/60000 (  8%) ] Loss: 0.0436 top1= 98.5795

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.048


[E24B20 |   8736/60000 ( 15%) ] Loss: 0.0168 top1= 99.7159

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.051



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7077 top1= 75.8814


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.1167 top1= 51.7728


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5646 top1= 62.5300

Train epoch 25
[E25B0  |    416/60000 (  1%) ] Loss: 0.0362 top1= 98.8636

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047


[E25B10 |   4576/60000 (  8%) ] Loss: 0.0439 top1= 98.2955

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.051


[E25B20 |   8736/60000 ( 15%) ] Loss: 0.0169 top1=100.0000

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7338 top1= 75.6310


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.1473 top1= 51.9531


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6625 top1= 61.7688

Train epoch 26
[E26B0  |    416/60000 (  1%) ] Loss: 0.0384 top1= 99.1477

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.050


[E26B10 |   4576/60000 (  8%) ] Loss: 0.0706 top1= 97.4432

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.013



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055


[E26B20 |   8736/60000 ( 15%) ] Loss: 0.0189 top1= 99.7159

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.013



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.056



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7161 top1= 76.0317


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.1511 top1= 52.6643


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7740 top1= 59.9259

Train epoch 27
[E27B0  |    416/60000 (  1%) ] Loss: 0.0424 top1= 99.4318

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



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


[E27B10 |   4576/60000 (  8%) ] Loss: 0.1122 top1= 96.0227

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.015



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.064


[E27B20 |   8736/60000 ( 15%) ] Loss: 0.0264 top1= 99.4318

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.069



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6452 top1= 77.3938


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.1500 top1= 52.9347


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7404 top1= 59.6454

Train epoch 28
[E28B0  |    416/60000 (  1%) ] Loss: 0.0174 top1= 99.7159

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.073


[E28B10 |   4576/60000 (  8%) ] Loss: 0.0978 top1= 97.1591

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.018



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.077


[E28B20 |   8736/60000 ( 15%) ] Loss: 0.0426 top1= 99.1477

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.019



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.082



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6829 top1= 77.4239


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0627 top1= 54.3970


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0599 top1= 59.8458

Train epoch 29
[E29B0  |    416/60000 (  1%) ] Loss: 0.0320 top1= 99.4318

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.019



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.080


[E29B10 |   4576/60000 (  8%) ] Loss: 0.0173 top1= 99.7159

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.019



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.081


[E29B20 |   8736/60000 ( 15%) ] Loss: 0.0172 top1= 99.7159

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.019



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.079



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6577 top1= 78.2752


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0420 top1= 55.2183


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1171 top1= 58.6839

Train epoch 30
[E30B0  |    416/60000 (  1%) ] Loss: 0.0382 top1= 98.5795

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.018



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.077


[E30B10 |   4576/60000 (  8%) ] Loss: 0.0480 top1= 98.5795

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.074


[E30B20 |   8736/60000 ( 15%) ] Loss: 0.0208 top1= 99.7159

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.071



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6282 top1= 78.0950


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0533 top1= 55.1482


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5324 top1= 62.9607

Train epoch 31
[E31B0  |    416/60000 (  1%) ] Loss: 0.0134 top1=100.0000

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.015



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.066


[E31B10 |   4576/60000 (  8%) ] Loss: 0.0218 top1= 99.1477

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.014



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.060


[E31B20 |   8736/60000 ( 15%) ] Loss: 0.0157 top1= 99.7159

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.014



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6981 top1= 77.2536


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0917 top1= 54.7175


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4888 top1= 65.8654

Train epoch 32
[E32B0  |    416/60000 (  1%) ] Loss: 0.0178 top1= 99.7159

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.051


[E32B10 |   4576/60000 (  8%) ] Loss: 0.0291 top1= 99.4318

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



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054


[E32B20 |   8736/60000 ( 15%) ] Loss: 0.0156 top1=100.0000

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.046



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6070 top1= 79.2568


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9124 top1= 55.2484


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5134 top1= 65.7151

Train epoch 33
[E33B0  |    416/60000 (  1%) ] Loss: 0.0159 top1= 99.7159

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.046


[E33B10 |   4576/60000 (  8%) ] Loss: 0.0203 top1= 99.7159

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.048


[E33B20 |   8736/60000 ( 15%) ] Loss: 0.0298 top1= 99.1477

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.045



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6134 top1= 79.1867


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.1138 top1= 53.5557


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5200 top1= 65.6951

Train epoch 34
[E34B0  |    416/60000 (  1%) ] Loss: 0.0362 top1= 98.8636

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047


[E34B10 |   4576/60000 (  8%) ] Loss: 0.0127 top1=100.0000

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.049


[E34B20 |   8736/60000 ( 15%) ] Loss: 0.0182 top1= 99.7159

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.046



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6315 top1= 79.0966


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0453 top1= 53.6158


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4995 top1= 66.6667

Train epoch 35
[E35B0  |    416/60000 (  1%) ] Loss: 0.0319 top1= 99.1477

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.049


[E35B10 |   4576/60000 (  8%) ] Loss: 0.0198 top1= 99.4318

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.044


[E35B20 |   8736/60000 ( 15%) ] Loss: 0.0181 top1= 99.4318

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.045



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7225 top1= 77.6743


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3581 top1= 51.2921


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5217 top1= 66.9671

Train epoch 36
[E36B0  |    416/60000 (  1%) ] Loss: 0.0285 top1= 99.4318

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047


[E36B10 |   4576/60000 (  8%) ] Loss: 0.0202 top1= 99.7159

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.043


[E36B20 |   8736/60000 ( 15%) ] Loss: 0.0143 top1= 99.4318

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.044



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6445 top1= 78.5056


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7210 top1= 59.2849


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5187 top1= 67.0473

Train epoch 37
[E37B0  |    416/60000 (  1%) ] Loss: 0.0215 top1= 99.4318

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.040


[E37B10 |   4576/60000 (  8%) ] Loss: 0.0147 top1= 99.7159

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.041


[E37B20 |   8736/60000 ( 15%) ] Loss: 0.0163 top1= 99.7159

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.044



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6568 top1= 78.3654


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8958 top1= 57.1815


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4825 top1= 67.7284

Train epoch 38
[E38B0  |    416/60000 (  1%) ] Loss: 0.0079 top1=100.0000

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039


[E38B10 |   4576/60000 (  8%) ] Loss: 0.0242 top1= 99.7159

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038


[E38B20 |   8736/60000 ( 15%) ] Loss: 0.0147 top1= 99.4318

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6607 top1= 78.7760


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8346 top1= 57.0312


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4751 top1= 67.7885

Train epoch 39
[E39B0  |    416/60000 (  1%) ] Loss: 0.0245 top1= 99.1477

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036


[E39B10 |   4576/60000 (  8%) ] Loss: 0.0140 top1= 99.7159

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036


[E39B20 |   8736/60000 ( 15%) ] Loss: 0.0207 top1= 99.4318

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6770 top1= 78.7660


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9088 top1= 56.7408


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4589 top1= 68.0389

Train epoch 40
[E40B0  |    416/60000 (  1%) ] Loss: 0.0081 top1=100.0000

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034


[E40B10 |   4576/60000 (  8%) ] Loss: 0.0107 top1=100.0000

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034


[E40B20 |   8736/60000 ( 15%) ] Loss: 0.0100 top1=100.0000

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6457 top1= 79.0765


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7107 top1= 59.5453


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4327 top1= 68.5597

