
=== Start adding workers ===
=> Add worker SGDMWorker(index=0, momentum=0.9)
=> Add worker SGDMWorker(index=1, momentum=0.9)
=> Add worker SGDMWorker(index=2, momentum=0.9)
=> Add worker SGDMWorker(index=3, momentum=0.9)
=> Add worker SGDMWorker(index=4, momentum=0.9)
=> Add worker SGDMWorker(index=5, momentum=0.9)
=> Add worker SGDMWorker(index=6, momentum=0.9)
=> Add worker SGDMWorker(index=7, momentum=0.9)
=> Add worker SGDMWorker(index=8, momentum=0.9)
=> Add worker SGDMWorker(index=9, momentum=0.9)
=> Add worker SGDMWorker(index=10, momentum=0.9)
=> Add worker ByzantineWorker(index=11)
=> Add worker ByzantineWorker(index=12)

=== 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([9, 8, 9, 9, 9], device='cuda:0')
Worker 12 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 |   4576/60000 (  8%) ] Loss: 2.0340 top1= 45.4545

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



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E 1B20 |   8736/60000 ( 15%) ] Loss: 1.5213 top1= 64.2045

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.049



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.148



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.4866 top1= 16.7167


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6022 top1= 37.3998


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5115 top1= 34.3450

Train epoch 2
[E 2B0  |    416/60000 (  1%) ] Loss: 1.0521 top1= 74.7159

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.094



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.300


[E 2B10 |   4576/60000 (  8%) ] Loss: 0.7952 top1= 78.4091

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.124



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.412


[E 2B20 |   8736/60000 ( 15%) ] Loss: 0.5763 top1= 87.7841

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.140



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.475



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.6586 top1= 18.3994


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9240 top1= 44.3710


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7917 top1= 35.7071

Train epoch 3
[E 3B0  |    416/60000 (  1%) ] Loss: 0.4663 top1= 88.3523

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.150



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.518


[E 3B10 |   4576/60000 (  8%) ] Loss: 0.4454 top1= 89.4886

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.152



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.528


[E 3B20 |   8736/60000 ( 15%) ] Loss: 0.3635 top1= 92.8977

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.150



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.524



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.2114 top1= 18.8702


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9323 top1= 47.5260


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8297 top1= 39.4231

Train epoch 4
[E 4B0  |    416/60000 (  1%) ] Loss: 0.3531 top1= 92.0455

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.149



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.519


[E 4B10 |   4576/60000 (  8%) ] Loss: 0.3822 top1= 90.6250

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.146



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.510


[E 4B20 |   8736/60000 ( 15%) ] Loss: 0.3199 top1= 93.7500

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.144



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.503



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.4875 top1= 19.0204


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9746 top1= 48.1971


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8443 top1= 42.0172

Train epoch 5
[E 5B0  |    416/60000 (  1%) ] Loss: 0.3190 top1= 93.7500

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.143



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.500


[E 5B10 |   4576/60000 (  8%) ] Loss: 0.3584 top1= 90.9091

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.142



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.493


[E 5B20 |   8736/60000 ( 15%) ] Loss: 0.3012 top1= 93.4659

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.141



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.489



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.6625 top1= 19.1707


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0021 top1= 48.4876


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8592 top1= 42.7584

Train epoch 6
[E 6B0  |    416/60000 (  1%) ] Loss: 0.3013 top1= 94.3182

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.140



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.487


[E 6B10 |   4576/60000 (  8%) ] Loss: 0.3466 top1= 91.1932

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.139



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.482


[E 6B20 |   8736/60000 ( 15%) ] Loss: 0.2908 top1= 93.7500

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.138



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.479



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.7940 top1= 19.2107


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0132 top1= 48.6679


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8658 top1= 43.3994

Train epoch 7
[E 7B0  |    416/60000 (  1%) ] Loss: 0.2911 top1= 94.6023

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.137



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.477


[E 7B10 |   4576/60000 (  8%) ] Loss: 0.3385 top1= 90.9091

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.136



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.472


[E 7B20 |   8736/60000 ( 15%) ] Loss: 0.2827 top1= 94.0341

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



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.469



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.8980 top1= 19.2508


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0159 top1= 48.8582


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8702 top1= 43.4896

Train epoch 8
[E 8B0  |    416/60000 (  1%) ] Loss: 0.2835 top1= 94.3182

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.135



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.468


[E 8B10 |   4576/60000 (  8%) ] Loss: 0.3328 top1= 90.9091

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.134



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.463


[E 8B20 |   8736/60000 ( 15%) ] Loss: 0.2770 top1= 94.0341

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.134



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.462



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.9828 top1= 19.2909


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0108 top1= 49.0685


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8744 top1= 43.5697

Train epoch 9
[E 9B0  |    416/60000 (  1%) ] Loss: 0.2781 top1= 94.8864

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.134



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.460


[E 9B10 |   4576/60000 (  8%) ] Loss: 0.3289 top1= 91.1932

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.133



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.457


[E 9B20 |   8736/60000 ( 15%) ] Loss: 0.2727 top1= 94.0341

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.132



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.455



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.0557 top1= 19.3109


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0128 top1= 49.1687


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8774 top1= 43.4395

Train epoch 10
[E10B0  |    416/60000 (  1%) ] Loss: 0.2745 top1= 94.8864

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.132



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.454


[E10B10 |   4576/60000 (  8%) ] Loss: 0.3260 top1= 91.1932

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.132



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.451


[E10B20 |   8736/60000 ( 15%) ] Loss: 0.2691 top1= 94.0341

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.131



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.451



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.1156 top1= 19.3309


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0181 top1= 49.3490


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8816 top1= 43.3894

Train epoch 11
[E11B0  |    416/60000 (  1%) ] Loss: 0.2710 top1= 94.8864

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.131



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.450


[E11B10 |   4576/60000 (  8%) ] Loss: 0.3238 top1= 91.1932

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.131



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.447


[E11B20 |   8736/60000 ( 15%) ] Loss: 0.2665 top1= 94.0341

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.130



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.447



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.1692 top1= 19.3409


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0233 top1= 49.4792


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8872 top1= 43.4095

Train epoch 12
[E12B0  |    416/60000 (  1%) ] Loss: 0.2685 top1= 95.1705

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.130



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.446


[E12B10 |   4576/60000 (  8%) ] Loss: 0.3221 top1= 91.1932

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



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.444


[E12B20 |   8736/60000 ( 15%) ] Loss: 0.2643 top1= 94.0341

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.130



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.444



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.2156 top1= 19.3409


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0288 top1= 49.5994


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8900 top1= 43.4495

Train epoch 13
[E13B0  |    416/60000 (  1%) ] Loss: 0.2663 top1= 95.1705

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.130



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.443


[E13B10 |   4576/60000 (  8%) ] Loss: 0.3210 top1= 91.1932

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.129



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.441


[E13B20 |   8736/60000 ( 15%) ] Loss: 0.2622 top1= 94.0341

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.129



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.441



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.2595 top1= 19.3510


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0372 top1= 49.6895


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8935 top1= 43.5296

Train epoch 14
[E14B0  |    416/60000 (  1%) ] Loss: 0.2644 top1= 94.8864

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.129



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.440


[E14B10 |   4576/60000 (  8%) ] Loss: 0.3200 top1= 91.1932

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.129



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.439


[E14B20 |   8736/60000 ( 15%) ] Loss: 0.2606 top1= 94.0341

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.129



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.440



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.2994 top1= 19.3610


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0404 top1= 49.7496


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8981 top1= 43.5397

Train epoch 15
[E15B0  |    416/60000 (  1%) ] Loss: 0.2627 top1= 94.6023

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.129



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.439


[E15B10 |   4576/60000 (  8%) ] Loss: 0.3188 top1= 91.1932

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.128



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.437


[E15B20 |   8736/60000 ( 15%) ] Loss: 0.2590 top1= 94.0341

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.128



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.438



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.3349 top1= 19.3710


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0454 top1= 49.9199


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9015 top1= 43.5597

Train epoch 16
[E16B0  |    416/60000 (  1%) ] Loss: 0.2612 top1= 94.6023

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.128



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.437


[E16B10 |   4576/60000 (  8%) ] Loss: 0.3181 top1= 91.1932

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.128



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.435


[E16B20 |   8736/60000 ( 15%) ] Loss: 0.2575 top1= 94.0341

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.128



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.436



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.3681 top1= 19.3710


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0506 top1= 49.9700


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9047 top1= 43.5998

Train epoch 17
[E17B0  |    416/60000 (  1%) ] Loss: 0.2599 top1= 94.6023

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.128



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.435


[E17B10 |   4576/60000 (  8%) ] Loss: 0.3177 top1= 91.1932

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.128



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.434


[E17B20 |   8736/60000 ( 15%) ] Loss: 0.2562 top1= 94.0341

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.128



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.435



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.3990 top1= 19.3710


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0563 top1= 50.0100


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9085 top1= 43.6498

Train epoch 18
[E18B0  |    416/60000 (  1%) ] Loss: 0.2588 top1= 94.6023

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



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.434


[E18B10 |   4576/60000 (  8%) ] Loss: 0.3171 top1= 91.1932

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.127



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.433


[E18B20 |   8736/60000 ( 15%) ] Loss: 0.2550 top1= 94.0341

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.128



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.434



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.4258 top1= 19.3710


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0603 top1= 50.0601


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9105 top1= 43.6799

Train epoch 19
[E19B0  |    416/60000 (  1%) ] Loss: 0.2576 top1= 94.6023

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.127



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.432


[E19B10 |   4576/60000 (  8%) ] Loss: 0.3166 top1= 91.1932

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.127



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.431


[E19B20 |   8736/60000 ( 15%) ] Loss: 0.2541 top1= 94.3182

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.127



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.433



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.4490 top1= 19.3710


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0678 top1= 50.0701


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9131 top1= 43.7099

Train epoch 20
[E20B0  |    416/60000 (  1%) ] Loss: 0.2565 top1= 94.6023

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.127



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.431


[E20B10 |   4576/60000 (  8%) ] Loss: 0.3161 top1= 91.1932

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.127



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.430


[E20B20 |   8736/60000 ( 15%) ] Loss: 0.2530 top1= 94.3182

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.127



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.431



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.4691 top1= 19.3810


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0726 top1= 50.0901


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9145 top1= 43.7901

Train epoch 21
[E21B0  |    416/60000 (  1%) ] Loss: 0.2555 top1= 94.6023

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.127



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.430


[E21B10 |   4576/60000 (  8%) ] Loss: 0.3154 top1= 91.1932

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.127



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.429


[E21B20 |   8736/60000 ( 15%) ] Loss: 0.2513 top1= 94.0341

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.127



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.429



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.4753 top1= 19.3810


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0776 top1= 50.1402


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9136 top1= 43.8001

Train epoch 22
[E22B0  |    416/60000 (  1%) ] Loss: 0.2538 top1= 94.6023

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.126



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.427


[E22B10 |   4576/60000 (  8%) ] Loss: 0.3153 top1= 90.6250

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.126



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.425


[E22B20 |   8736/60000 ( 15%) ] Loss: 0.2503 top1= 93.4659

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.126



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.426



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.4950 top1= 19.3810


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0810 top1= 50.1603


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9189 top1= 43.7800

Train epoch 23
[E23B0  |    416/60000 (  1%) ] Loss: 0.2529 top1= 94.6023

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.125



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.424


[E23B10 |   4576/60000 (  8%) ] Loss: 0.3152 top1= 90.6250

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.125



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.423


[E23B20 |   8736/60000 ( 15%) ] Loss: 0.2495 top1= 93.1818

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.126



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.425



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.5133 top1= 19.3810


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0864 top1= 50.1703


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9217 top1= 43.7400

Train epoch 24
[E24B0  |    416/60000 (  1%) ] Loss: 0.2521 top1= 94.6023

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.125



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.423


[E24B10 |   4576/60000 (  8%) ] Loss: 0.3152 top1= 90.6250

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.125



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.422


[E24B20 |   8736/60000 ( 15%) ] Loss: 0.2486 top1= 93.1818

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.125



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.424



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.5323 top1= 19.3910


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0902 top1= 50.1903


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9236 top1= 43.7700

Train epoch 25
[E25B0  |    416/60000 (  1%) ] Loss: 0.2513 top1= 94.6023

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.125



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.422


[E25B10 |   4576/60000 (  8%) ] Loss: 0.3152 top1= 90.6250

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.125



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.422


[E25B20 |   8736/60000 ( 15%) ] Loss: 0.2478 top1= 93.1818

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.125



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.424



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.5506 top1= 19.4010


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0945 top1= 50.2103


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9286 top1= 43.7800

Train epoch 26
[E26B0  |    416/60000 (  1%) ] Loss: 0.2504 top1= 94.6023

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.125



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.422


[E26B10 |   4576/60000 (  8%) ] Loss: 0.3150 top1= 90.9091

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.125



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.421


[E26B20 |   8736/60000 ( 15%) ] Loss: 0.2470 top1= 93.1818

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.125



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.423



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.5698 top1= 19.4010


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0996 top1= 50.2204


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9339 top1= 43.7901

Train epoch 27
[E27B0  |    416/60000 (  1%) ] Loss: 0.2498 top1= 94.6023

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.125



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.421


[E27B10 |   4576/60000 (  8%) ] Loss: 0.3149 top1= 90.6250

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.125



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.421


[E27B20 |   8736/60000 ( 15%) ] Loss: 0.2464 top1= 93.1818

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.125



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.423



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.5854 top1= 19.4010


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.1029 top1= 50.2103


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9370 top1= 43.7500

Train epoch 28
[E28B0  |    416/60000 (  1%) ] Loss: 0.2493 top1= 94.6023

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.125



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.421


[E28B10 |   4576/60000 (  8%) ] Loss: 0.3147 top1= 90.9091

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.125



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.420


[E28B20 |   8736/60000 ( 15%) ] Loss: 0.2459 top1= 93.1818

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.125



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.422



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.6013 top1= 19.4010


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.1065 top1= 50.2404


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9418 top1= 43.7300

Train epoch 29
[E29B0  |    416/60000 (  1%) ] Loss: 0.2487 top1= 94.6023

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.125



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.420


[E29B10 |   4576/60000 (  8%) ] Loss: 0.3143 top1= 90.9091

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.125



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.420


[E29B20 |   8736/60000 ( 15%) ] Loss: 0.2454 top1= 92.8977

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.125



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.422



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.6175 top1= 19.4010


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.1101 top1= 50.3105


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9463 top1= 43.7300

Train epoch 30
[E30B0  |    416/60000 (  1%) ] Loss: 0.2483 top1= 94.6023

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.125



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.420


[E30B10 |   4576/60000 (  8%) ] Loss: 0.3142 top1= 90.9091

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.125



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.420


[E30B20 |   8736/60000 ( 15%) ] Loss: 0.2448 top1= 92.8977

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.125



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.422



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.6324 top1= 19.4010


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.1118 top1= 50.3205


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9495 top1= 43.7200

Train epoch 31
[E31B0  |    416/60000 (  1%) ] Loss: 0.2478 top1= 94.6023

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.125



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.420


[E31B10 |   4576/60000 (  8%) ] Loss: 0.3140 top1= 90.9091

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.125



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.420


[E31B20 |   8736/60000 ( 15%) ] Loss: 0.2443 top1= 92.8977

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.125



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.422



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.6467 top1= 19.4010


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.1162 top1= 50.3205


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9536 top1= 43.6999

Train epoch 32
[E32B0  |    416/60000 (  1%) ] Loss: 0.2473 top1= 94.6023

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.125



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.420


[E32B10 |   4576/60000 (  8%) ] Loss: 0.3135 top1= 90.9091

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.125



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.419


[E32B20 |   8736/60000 ( 15%) ] Loss: 0.2437 top1= 92.8977

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.125



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.421



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.6612 top1= 19.4010


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.1198 top1= 50.3405


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9565 top1= 43.6899

Train epoch 33
[E33B0  |    416/60000 (  1%) ] Loss: 0.2469 top1= 94.6023

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.124



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.420


[E33B10 |   4576/60000 (  8%) ] Loss: 0.3134 top1= 90.9091

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.125



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.419


[E33B20 |   8736/60000 ( 15%) ] Loss: 0.2432 top1= 92.8977

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.125



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.421



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.6748 top1= 19.4111


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.1238 top1= 50.3506


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9597 top1= 43.6999

Train epoch 34
[E34B0  |    416/60000 (  1%) ] Loss: 0.2466 top1= 94.6023

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.124



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.419


[E34B10 |   4576/60000 (  8%) ] Loss: 0.3133 top1= 90.9091

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.124



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.419


[E34B20 |   8736/60000 ( 15%) ] Loss: 0.2429 top1= 93.1818

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.125



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.421



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.6878 top1= 19.4111


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.1280 top1= 50.3506


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9641 top1= 43.6599

Train epoch 35
[E35B0  |    416/60000 (  1%) ] Loss: 0.2462 top1= 94.6023

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.124



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.419


[E35B10 |   4576/60000 (  8%) ] Loss: 0.3131 top1= 90.9091

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.124



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.419


[E35B20 |   8736/60000 ( 15%) ] Loss: 0.2424 top1= 92.8977

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.125



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.421



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.7014 top1= 19.4111


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.1310 top1= 50.3806


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9670 top1= 43.6799

Train epoch 36
[E36B0  |    416/60000 (  1%) ] Loss: 0.2458 top1= 94.6023

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.124



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.419


[E36B10 |   4576/60000 (  8%) ] Loss: 0.3128 top1= 90.9091

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.124



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.419


[E36B20 |   8736/60000 ( 15%) ] Loss: 0.2420 top1= 93.4659

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.125



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.421



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.7128 top1= 19.4111


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.1343 top1= 50.3906


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9714 top1= 43.6599

Train epoch 37
[E37B0  |    416/60000 (  1%) ] Loss: 0.2453 top1= 94.6023

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.124



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.419


[E37B10 |   4576/60000 (  8%) ] Loss: 0.3130 top1= 90.9091

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.124



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.419


[E37B20 |   8736/60000 ( 15%) ] Loss: 0.2415 top1= 93.1818

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.125



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.421



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.7256 top1= 19.4111


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.1384 top1= 50.4107


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9737 top1= 43.6398

Train epoch 38
[E38B0  |    416/60000 (  1%) ] Loss: 0.2451 top1= 94.6023

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.124



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.419


[E38B10 |   4576/60000 (  8%) ] Loss: 0.3128 top1= 90.9091

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.124



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.419


[E38B20 |   8736/60000 ( 15%) ] Loss: 0.2412 top1= 93.4659

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.125



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.421



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.7376 top1= 19.4211


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.1417 top1= 50.3706


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9773 top1= 43.5797

Train epoch 39
[E39B0  |    416/60000 (  1%) ] Loss: 0.2447 top1= 94.6023

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.124



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.419


[E39B10 |   4576/60000 (  8%) ] Loss: 0.3128 top1= 90.9091

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.124



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.418


[E39B20 |   8736/60000 ( 15%) ] Loss: 0.2408 top1= 93.4659

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.125



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.421



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.7493 top1= 19.4111


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.1447 top1= 50.4006


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9801 top1= 43.6398

Train epoch 40
[E40B0  |    416/60000 (  1%) ] Loss: 0.2444 top1= 94.6023

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.124



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.419


[E40B10 |   4576/60000 (  8%) ] Loss: 0.3126 top1= 90.9091

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.124



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.418


[E40B20 |   8736/60000 ( 15%) ] Loss: 0.2404 top1= 93.1818

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.125



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.421



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.7595 top1= 19.4111


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.1482 top1= 50.4107


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9828 top1= 43.5998

