
=== 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: 1.9864 top1= 44.8864

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.043


[E 1B20 |   8064/60000 ( 13%) ] Loss: 1.4275 top1= 58.8068

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.065



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.252



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9978 top1= 33.0228


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.2695 top1= 38.0509


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7882 top1= 32.0713

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 0.9109 top1= 74.7159

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.133



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.556


[E 2B10 |   4224/60000 (  7%) ] Loss: 0.5975 top1= 83.5227

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.176



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.743


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.4268 top1= 88.6364

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.193



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.819



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2609 top1= 57.0112


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.5599 top1= 39.6635


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6480 top1= 36.5785

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.2127 top1= 94.0341

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.188



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.805


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.2361 top1= 92.8977

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.164



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.705


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.2296 top1= 93.7500

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.138



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.590



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8946 top1= 68.5296


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4490 top1= 45.7632


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0697 top1= 42.1975

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.1510 top1= 95.4545

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.113



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.485


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.1803 top1= 95.1705

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.092



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.395


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.1756 top1= 93.7500

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.076



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.323



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7074 top1= 74.7696


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1011 top1= 49.0885


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5085 top1= 44.1106

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.1204 top1= 96.3068

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.063



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.269


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.1496 top1= 96.0227

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



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.231


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.1473 top1= 95.4545

=== 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=0.6167 top1= 78.2151


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9894 top1= 51.4323


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2848 top1= 47.5561

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.0975 top1= 97.1591

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.044



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.185


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.1289 top1= 96.5909

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



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.167


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.1240 top1= 95.7386

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.037



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5659 top1= 80.1683


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8803 top1= 53.7560


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1758 top1= 49.4291

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.0823 top1= 98.0114

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



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.145


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.1113 top1= 96.8750

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.032



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.134


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.1061 top1= 96.8750

=== 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=0.5314 top1= 81.4904


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8202 top1= 54.9880


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0936 top1= 50.7111

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.0711 top1= 98.2955

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.029



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.122


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.0945 top1= 96.8750

=== 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 |   8064/60000 ( 13%) ] Loss: 0.0917 top1= 96.8750

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



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.109



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5058 top1= 82.4920


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7648 top1= 56.4804


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0250 top1= 51.8530

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.0617 top1= 98.8636

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



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.106


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.0808 top1= 97.1591

=== 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 |   8064/60000 ( 13%) ] Loss: 0.0800 top1= 97.4432

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



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.096



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4887 top1= 83.1330


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7525 top1= 57.1915


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9692 top1= 52.6142

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.0544 top1= 99.4318

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



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.094


[E10B10 |   4224/60000 (  7%) ] Loss: 0.0686 top1= 98.2955

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



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.088


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.0693 top1= 97.4432

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



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.086



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4750 top1= 83.8041


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7211 top1= 58.0729


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9365 top1= 53.3954

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.0488 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=0.085


[E11B10 |   4224/60000 (  7%) ] Loss: 0.0571 top1= 98.8636

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



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.080


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.0608 top1= 98.0114

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



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.079



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4658 top1= 84.2147


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7459 top1= 58.4335


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8982 top1= 54.1066

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.0443 top1= 99.4318

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.019



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.078


[E12B10 |   4224/60000 (  7%) ] Loss: 0.0485 top1= 99.4318

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.073


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.0536 top1= 98.5795

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.072



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4574 top1= 84.5252


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7029 top1= 59.3550


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8716 top1= 54.7476

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.0405 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 |   4224/60000 (  7%) ] Loss: 0.0406 top1= 99.7159

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



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.067


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.0470 top1= 99.1477

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



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.067



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4515 top1= 84.8558


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7346 top1= 59.4050


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8532 top1= 55.3886

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.0376 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=0.067


[E14B10 |   4224/60000 (  7%) ] Loss: 0.0347 top1=100.0000

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



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.0402 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=0.062



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4431 top1= 85.3365


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7259 top1= 60.1062


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8412 top1= 56.0497

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.0363 top1= 99.4318

=== 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 |   4224/60000 (  7%) ] Loss: 0.0306 top1=100.0000

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



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.058


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.0339 top1=100.0000

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.014



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.058



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4399 top1= 85.4868


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7361 top1= 60.3866


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8159 top1= 56.7808

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.0345 top1= 99.4318

=== 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 |   4224/60000 (  7%) ] Loss: 0.0286 top1=100.0000

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



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.0297 top1=100.0000

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.013



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4380 top1= 85.5769


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7543 top1= 60.6571


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7967 top1= 57.4920

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.0329 top1= 99.4318

=== 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 |   4224/60000 (  7%) ] Loss: 0.0272 top1=100.0000

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.051


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.0267 top1=100.0000

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.050



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4342 top1= 85.7472


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7393 top1= 61.0877


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7863 top1= 58.0329

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.0292 top1= 99.4318

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



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.051


[E18B10 |   4224/60000 (  7%) ] Loss: 0.0255 top1=100.0000

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.048


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.0255 top1=100.0000

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.048



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4325 top1= 85.8874


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7307 top1= 61.4083


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7677 top1= 58.8642

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.0246 top1= 99.4318

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



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.049


[E19B10 |   4224/60000 (  7%) ] Loss: 0.0224 top1=100.0000

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.046


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.0247 top1=100.0000

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.045



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4278 top1= 86.1779


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7377 top1= 61.6687


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7564 top1= 59.5052

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.0212 top1= 99.7159

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



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047


[E20B10 |   4224/60000 (  7%) ] Loss: 0.0180 top1=100.0000

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.044


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.0234 top1=100.0000

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.043



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4294 top1= 86.2881


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6831 top1= 62.3097


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7514 top1= 59.9459

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.0203 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 |   4224/60000 (  7%) ] Loss: 0.0157 top1=100.0000

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.043


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.0222 top1=100.0000

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.042



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4238 top1= 86.5385


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6975 top1= 62.3197


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7455 top1= 60.5369

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.0195 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=0.044


[E22B10 |   4224/60000 (  7%) ] Loss: 0.0202 top1= 99.7159

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.041


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.0306 top1= 99.1477

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.041



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4233 top1= 86.5986


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7126 top1= 62.7204


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7395 top1= 61.0276

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.0214 top1= 99.4318

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.010



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.043


[E23B10 |   4224/60000 (  7%) ] Loss: 0.0195 top1= 99.7159

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.040


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.0475 top1= 98.8636

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.042



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4235 top1= 87.0493


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6546 top1= 64.4631


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7334 top1= 61.3181

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.0153 top1=100.0000

=== 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 |   4224/60000 (  7%) ] Loss: 0.0186 top1=100.0000

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



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.045


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.0451 top1= 99.1477

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.045



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4337 top1= 86.7889


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5543 top1= 66.2961


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7259 top1= 61.8189

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.0163 top1=100.0000

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



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.048


[E25B10 |   4224/60000 (  7%) ] Loss: 0.0152 top1= 99.7159

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



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.049


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.0431 top1= 99.1477

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



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.050



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4374 top1= 86.7288


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7705 top1= 65.0541


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7076 top1= 62.2897

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.0319 top1= 98.8636

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



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.051


[E26B10 |   4224/60000 (  7%) ] Loss: 0.0170 top1= 99.7159

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.0202 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=0.054



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4481 top1= 86.4784


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8601 top1= 64.5833


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6776 top1= 62.8806

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.0685 top1= 97.7273

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.013



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054


[E27B10 |   4224/60000 (  7%) ] Loss: 0.0388 top1= 98.5795

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.013



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.0285 top1= 99.4318

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.013



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4273 top1= 87.3498


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5538 top1= 66.5064


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6685 top1= 63.1010

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.0124 top1=100.0000

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.013



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.056


[E28B10 |   4224/60000 (  7%) ] Loss: 0.0158 top1=100.0000

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.013



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.053


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.0189 top1= 99.1477

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.049



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4088 top1= 87.8506


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5335 top1= 66.0557


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6878 top1= 63.1510

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.0133 top1=100.0000

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.050


[E29B10 |   4224/60000 (  7%) ] Loss: 0.0116 top1=100.0000

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.045


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.0170 top1= 99.7159

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.041



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4243 top1= 87.5200


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4273 top1= 68.6599


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6020 top1= 64.5933

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.0139 top1=100.0000

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037


[E30B10 |   4224/60000 (  7%) ] Loss: 0.0106 top1=100.0000

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.0112 top1= 99.7159

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4345 top1= 87.5300


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2556 top1= 71.3842


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5727 top1= 65.0441

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.0112 top1=100.0000

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E31B10 |   4224/60000 (  7%) ] Loss: 0.0079 top1=100.0000

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.0095 top1=100.0000

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4122 top1= 88.1711


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3496 top1= 70.2524


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5320 top1= 65.6050

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.0096 top1=100.0000

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029


[E32B10 |   4224/60000 (  7%) ] Loss: 0.0091 top1=100.0000

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.0079 top1=100.0000

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3976 top1= 88.4615


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4494 top1= 68.8001


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4818 top1= 66.4764

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.0082 top1=100.0000

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E33B10 |   4224/60000 (  7%) ] Loss: 0.0090 top1=100.0000

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.0075 top1=100.0000

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3911 top1= 88.6719


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5090 top1= 68.0689


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4759 top1= 66.7067

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.0084 top1=100.0000

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E34B10 |   4224/60000 (  7%) ] Loss: 0.0073 top1=100.0000

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.0070 top1=100.0000

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3920 top1= 88.7420


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4533 top1= 69.1306


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4550 top1= 67.1174

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.0074 top1=100.0000

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E35B10 |   4224/60000 (  7%) ] Loss: 0.0071 top1=100.0000

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.0064 top1=100.0000

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4002 top1= 88.6318


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3404 top1= 70.9435


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4437 top1= 67.4179

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.0074 top1=100.0000

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E36B10 |   4224/60000 (  7%) ] Loss: 0.0070 top1=100.0000

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.0064 top1=100.0000

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3960 top1= 88.7821


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3199 top1= 71.1839


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4298 top1= 67.7083

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.0074 top1=100.0000

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E37B10 |   4224/60000 (  7%) ] Loss: 0.0072 top1=100.0000

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.0059 top1=100.0000

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3887 top1= 88.9924


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4035 top1= 70.1222


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4069 top1= 68.2292

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.0068 top1=100.0000

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E38B10 |   4224/60000 (  7%) ] Loss: 0.0068 top1=100.0000

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.0060 top1=100.0000

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3868 top1= 89.1627


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4226 top1= 69.9720


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3935 top1= 68.5697

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.0065 top1=100.0000

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E39B10 |   4224/60000 (  7%) ] Loss: 0.0063 top1=100.0000

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.0057 top1=100.0000

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3892 top1= 89.1226


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3907 top1= 70.6631


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3731 top1= 68.9904

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.0063 top1=100.0000

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E40B10 |   4224/60000 (  7%) ] Loss: 0.0061 top1=100.0000

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.0055 top1=100.0000

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3915 top1= 89.1927


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3571 top1= 71.1438


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3584 top1= 69.2909

