
=== 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: 1.9487 top1= 44.8864

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.018



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.043


[E 1B20 |   8064/60000 ( 13%) ] Loss: 1.4520 top1= 55.3977

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.090



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.260



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.8342 top1=  9.7456


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0880 top1= 38.3714


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7505 top1= 31.8309

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 0.9500 top1= 69.6023

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.193



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.619


[E 2B10 |   4224/60000 (  7%) ] Loss: 0.6472 top1= 81.2500

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.278



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.922


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.4989 top1= 87.5000

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.332



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.121



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.0697 top1= 18.4495


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.6225 top1= 39.7035


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9214 top1= 35.9175

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.3019 top1= 92.8977

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.368



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.253


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.2966 top1= 91.7614

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.372



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.273


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.3184 top1= 92.3295

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.364



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.246



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.8887 top1= 19.0304


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3611 top1= 44.2909


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.2437 top1= 38.4716

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.2224 top1= 95.1705

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.359



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.229


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.2503 top1= 93.4659

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.345



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.183


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.2837 top1= 92.8977

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.335



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.148



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.3902 top1= 19.1506


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.2253 top1= 47.6062


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.0698 top1= 38.7720

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.2218 top1= 94.3182

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.333



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.147


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.2474 top1= 94.0341

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.327



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.130


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.2703 top1= 92.6136

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.323



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.121



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.9426 top1= 19.2007


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0408 top1= 48.1971


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8348 top1= 39.4331

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.2227 top1= 95.1705

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.320



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.120


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.2551 top1= 93.4659

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.315



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.109


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.2757 top1= 92.3295

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.312



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.103



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.7946 top1= 19.2909


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8882 top1= 48.0669


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7536 top1= 40.1442

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.2113 top1= 96.3068

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.311



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.104


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.2392 top1= 94.3182

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.304



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.084


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.2707 top1= 93.7500

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.298



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.066



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.6356 top1= 19.3209


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7327 top1= 48.4375


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6126 top1= 40.5248

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.2097 top1= 95.4545

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.297



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.063


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.2256 top1= 94.6023

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.292



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.048


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.2633 top1= 93.7500

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.287



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.030



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.4784 top1= 19.3309


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6256 top1= 48.7780


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4689 top1= 40.5549

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.2070 top1= 96.3068

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.284



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.020


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.2225 top1= 94.6023

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.278



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.003


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.2574 top1= 93.7500

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.275



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.991



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.4252 top1= 19.3610


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5383 top1= 48.7780


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3985 top1= 40.8053

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.2022 top1= 96.5909

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.273



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.983


[E10B10 |   4224/60000 (  7%) ] Loss: 0.2187 top1= 94.8864

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.267



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.966


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.2540 top1= 93.7500

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.265



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.955



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.3813 top1= 19.3710


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4790 top1= 48.7780


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3388 top1= 40.8954

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.2005 top1= 97.1591

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.263



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.949


[E11B10 |   4224/60000 (  7%) ] Loss: 0.2162 top1= 96.0227

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.258



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.934


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.2509 top1= 93.7500

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.256



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.925



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.3498 top1= 19.3910


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4418 top1= 48.7179


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2972 top1= 40.9054

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.1991 top1= 96.8750

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.255



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.919


[E12B10 |   4224/60000 (  7%) ] Loss: 0.2140 top1= 96.0227

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.251



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.906


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.2495 top1= 93.7500

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.249



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.897



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.3317 top1= 19.4111


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4132 top1= 48.6679


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2624 top1= 40.9555

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.1975 top1= 97.1591

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.248



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.892


[E13B10 |   4224/60000 (  7%) ] Loss: 0.2125 top1= 96.0227

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.245



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.881


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.2490 top1= 94.0341

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.243



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.873



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.3125 top1= 19.4211


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3930 top1= 48.6478


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2305 top1= 41.0357

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.1954 top1= 97.1591

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.242



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.869


[E14B10 |   4224/60000 (  7%) ] Loss: 0.2112 top1= 96.0227

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.239



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.859


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.2478 top1= 94.3182

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.238



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.851



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.2999 top1= 19.4311


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3763 top1= 48.5777


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2108 top1= 41.1258

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.1941 top1= 97.1591

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.237



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.848


[E15B10 |   4224/60000 (  7%) ] Loss: 0.2100 top1= 96.0227

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.235



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.841


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.2467 top1= 94.0341

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.233



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.833



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.2953 top1= 19.4311


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3671 top1= 48.5777


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1977 top1= 41.1558

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.1926 top1= 96.8750

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.233



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.831


[E16B10 |   4224/60000 (  7%) ] Loss: 0.2087 top1= 96.0227

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.232



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.825


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.2458 top1= 94.0341

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.230



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.817



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.2888 top1= 19.4411


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3624 top1= 48.5677


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1834 top1= 41.1158

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.1915 top1= 97.1591

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.230



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.816


[E17B10 |   4224/60000 (  7%) ] Loss: 0.2079 top1= 96.0227

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.228



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.811


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.2448 top1= 93.7500

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.227



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.805



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.2948 top1= 19.4411


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3634 top1= 48.5377


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1780 top1= 41.1759

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.1905 top1= 96.8750

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.227



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.804


[E18B10 |   4224/60000 (  7%) ] Loss: 0.2069 top1= 96.0227

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.226



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.801


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.2446 top1= 93.7500

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.225



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.795



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.3024 top1= 19.4411


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3651 top1= 48.4475


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1810 top1= 41.1558

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.1898 top1= 97.1591

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.225



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.795


[E19B10 |   4224/60000 (  7%) ] Loss: 0.2062 top1= 96.0227

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.224



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.792


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.2437 top1= 93.7500

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.223



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.788



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.3085 top1= 19.4712


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3641 top1= 48.4175


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1811 top1= 41.1659

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.1890 top1= 97.1591

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.224



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.788


[E20B10 |   4224/60000 (  7%) ] Loss: 0.2055 top1= 96.0227

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.222



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.785


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.2434 top1= 93.7500

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.221



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.780



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.3174 top1= 19.4912


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3662 top1= 48.4075


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1835 top1= 41.1458

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.1878 top1= 96.8750

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.222



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.782


[E21B10 |   4224/60000 (  7%) ] Loss: 0.2045 top1= 96.0227

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.221



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.780


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.2421 top1= 93.7500

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.220



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.775



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.3337 top1= 19.5112


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3649 top1= 48.4075


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1849 top1= 41.1558

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.1872 top1= 97.1591

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.221



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.776


[E22B10 |   4224/60000 (  7%) ] Loss: 0.2037 top1= 96.0227

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.220



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.774


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.2415 top1= 93.7500

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.219



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.770



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.3489 top1= 19.5212


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3624 top1= 48.4876


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1921 top1= 41.1558

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.1864 top1= 97.1591

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.220



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.771


[E23B10 |   4224/60000 (  7%) ] Loss: 0.2029 top1= 96.0227

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.219



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.770


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.2404 top1= 93.7500

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.218



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.765



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.3616 top1= 19.5513


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3635 top1= 48.5276


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1954 top1= 41.1558

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.1861 top1= 97.1591

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.219



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.767


[E24B10 |   4224/60000 (  7%) ] Loss: 0.2018 top1= 96.0227

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.218



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.765


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.2392 top1= 93.7500

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.217



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.761



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.3754 top1= 19.5513


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3596 top1= 48.5477


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2028 top1= 41.1358

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.1853 top1= 97.1591

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.218



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.762


[E25B10 |   4224/60000 (  7%) ] Loss: 0.2013 top1= 96.0227

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.218



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.762


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.2386 top1= 93.7500

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.216



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.757



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.3968 top1= 19.5613


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3666 top1= 48.4976


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2041 top1= 41.1659

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.1849 top1= 97.1591

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.217



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.758


[E26B10 |   4224/60000 (  7%) ] Loss: 0.2007 top1= 96.0227

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.217



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.758


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.2376 top1= 93.7500

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.216



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.754



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.4150 top1= 19.5613


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3645 top1= 48.5176


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2148 top1= 41.1358

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.1838 top1= 97.1591

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.217



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.756


[E27B10 |   4224/60000 (  7%) ] Loss: 0.2004 top1= 96.0227

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.216



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.756


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.2375 top1= 94.0341

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.215



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.751



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.4343 top1= 19.5513


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3695 top1= 48.4876


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2130 top1= 41.1058

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.1835 top1= 97.1591

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.216



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.753


[E28B10 |   4224/60000 (  7%) ] Loss: 0.2003 top1= 96.0227

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.216



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.753


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.2368 top1= 94.0341

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.215



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.749



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.4486 top1= 19.5513


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3744 top1= 48.4475


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2142 top1= 41.1358

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.1828 top1= 97.1591

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.216



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.752


[E29B10 |   4224/60000 (  7%) ] Loss: 0.1999 top1= 96.0227

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.215



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.751


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.2364 top1= 94.0341

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.214



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.747



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.4647 top1= 19.5513


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3771 top1= 48.4375


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2185 top1= 41.1458

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.1825 top1= 97.1591

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.216



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.750


[E30B10 |   4224/60000 (  7%) ] Loss: 0.1992 top1= 96.0227

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.215



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.751


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.2361 top1= 94.0341

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.214



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.746



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.4816 top1= 19.5312


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3777 top1= 48.4375


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2231 top1= 41.1158

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.1824 top1= 96.8750

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.215



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.749


[E31B10 |   4224/60000 (  7%) ] Loss: 0.1989 top1= 96.0227

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.215



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.749


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.2355 top1= 94.0341

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.214



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.745



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.4944 top1= 19.5413


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3838 top1= 48.3474


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2232 top1= 41.1258

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.1820 top1= 96.8750

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.215



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.747


[E32B10 |   4224/60000 (  7%) ] Loss: 0.1989 top1= 96.0227

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.214



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.747


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.2344 top1= 94.0341

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.214



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.744



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.5149 top1= 19.5413


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3841 top1= 48.4375


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2339 top1= 41.0958

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.1816 top1= 96.8750

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.215



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.746


[E33B10 |   4224/60000 (  7%) ] Loss: 0.1985 top1= 96.0227

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.214



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.746


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.2342 top1= 94.0341

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.213



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.742



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.5260 top1= 19.5413


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3873 top1= 48.4475


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2367 top1= 41.0657

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.1813 top1= 96.8750

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.214



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.745


[E34B10 |   4224/60000 (  7%) ] Loss: 0.1982 top1= 96.0227

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.214



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.746


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.2338 top1= 94.0341

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.213



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.741



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.5380 top1= 19.5413


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3884 top1= 48.4075


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2445 top1= 41.0457

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.1812 top1= 96.5909

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.214



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.744


[E35B10 |   4224/60000 (  7%) ] Loss: 0.1979 top1= 96.0227

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.214



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.745


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.2333 top1= 94.0341

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.213



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.740



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.5542 top1= 19.5312


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3922 top1= 48.4275


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2469 top1= 41.0657

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.1808 top1= 96.5909

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.214



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.743


[E36B10 |   4224/60000 (  7%) ] Loss: 0.1977 top1= 96.0227

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.214



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.744


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.2328 top1= 94.0341

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.213



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.740



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.5629 top1= 19.5312


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3973 top1= 48.4375


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2526 top1= 41.0457

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.1805 top1= 96.5909

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.214



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.742


[E37B10 |   4224/60000 (  7%) ] Loss: 0.1973 top1= 96.0227

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.214



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.743


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.2326 top1= 94.0341

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.213



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.739



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.5778 top1= 19.5312


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3967 top1= 48.4675


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2584 top1= 41.0657

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.1804 top1= 96.5909

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.214



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.742


[E38B10 |   4224/60000 (  7%) ] Loss: 0.1969 top1= 96.0227

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.214



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.743


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.2324 top1= 94.0341

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.213



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.738



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.5859 top1= 19.5312


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4003 top1= 48.4876


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2650 top1= 41.0357

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.1801 top1= 96.5909

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.214



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.741


[E39B10 |   4224/60000 (  7%) ] Loss: 0.1967 top1= 96.0227

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.214



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.742


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.2319 top1= 94.3182

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.213



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.738



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.5931 top1= 19.5312


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4026 top1= 48.4675


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2686 top1= 41.0056

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.1798 top1= 96.5909

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.214



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.741


[E40B10 |   4224/60000 (  7%) ] Loss: 0.1965 top1= 96.0227

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.213



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.741


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.2316 top1= 94.0341

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.212



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.737



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.6029 top1= 19.5312


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4045 top1= 48.4575


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2710 top1= 41.0357

