
=== 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=5.0696 top1= 18.4495


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9215 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: 0.3185 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=5.8888 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: 0.2225 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: 0.2836 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=3.2254 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: 0.2704 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=4.9425 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=4.7944 top1= 19.2909


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8881 top1= 48.0669


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7534 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=4.6355 top1= 19.3209


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7326 top1= 48.4475


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6125 top1= 40.5148

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=1.064


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.2257 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=4.4781 top1= 19.3309


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6250 top1= 48.7881


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4685 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: 0.2575 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=4.4238 top1= 19.3610


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5374 top1= 48.7881


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3985 top1= 40.7953

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.2021 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=4.3808 top1= 19.3710


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4781 top1= 48.7881


=> 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: 0.2163 top1= 96.0227

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.259



=== 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=4.3502 top1= 19.3910


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2974 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: 0.2139 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=4.3310 top1= 19.4111


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4106 top1= 48.6979


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2620 top1= 40.9555

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.1975 top1= 97.4432

=== 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: 0.2124 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=4.3113 top1= 19.4211


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3916 top1= 48.6478


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2310 top1= 41.0357

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.1953 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: 0.2113 top1= 96.0227

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.240



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.860


[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=4.2988 top1= 19.4211


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3740 top1= 48.6178


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2118 top1= 41.1258

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.1942 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: 0.2099 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=0.234



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.834



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.2946 top1= 19.4311


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3645 top1= 48.5978


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1990 top1= 41.1358

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.1926 top1= 96.5909

=== 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: 0.2089 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=0.826


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.2459 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=0.818



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.2900 top1= 19.4411


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3610 top1= 48.5877


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1828 top1= 41.1158

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.1915 top1= 96.5909

=== 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: 0.2080 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: 0.2447 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=4.2962 top1= 19.4411


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3612 top1= 48.5577


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1795 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=0.805


[E18B10 |   4224/60000 (  7%) ] Loss: 0.2068 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: 0.2447 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=4.3051 top1= 19.4411


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3634 top1= 48.4976


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1792 top1= 41.1659

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.1895 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=0.796


[E19B10 |   4224/60000 (  7%) ] Loss: 0.2061 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=0.793


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.2436 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=4.3124 top1= 19.4611


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3607 top1= 48.4776


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1834 top1= 41.1659

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.1891 top1= 96.5909

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



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.789


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

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.223



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.786


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

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.222



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.782



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.3242 top1= 19.4812


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3654 top1= 48.4275


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1856 top1= 41.1659

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.1881 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=0.783


[E21B10 |   4224/60000 (  7%) ] Loss: 0.2050 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: 0.2424 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=4.3370 top1= 19.5112


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3610 top1= 48.4375


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1819 top1= 41.1659

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.1875 top1= 96.8750

=== 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: 0.2036 top1= 96.3068

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



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.775


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.2419 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=0.771



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.3483 top1= 19.5112


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3634 top1= 48.4776


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1916 top1= 41.1458

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.1866 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=0.772


[E23B10 |   4224/60000 (  7%) ] Loss: 0.2032 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: 0.2405 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=0.766



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.3611 top1= 19.5513


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3617 top1= 48.5377


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1962 top1= 41.1558

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.1859 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: 0.2020 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=0.766


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.2396 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=4.3786 top1= 19.5513


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3627 top1= 48.5577


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2001 top1= 41.1358

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.1854 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=0.763


[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: 0.2384 top1= 93.7500

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.217



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.3950 top1= 19.5613


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3635 top1= 48.5377


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2062 top1= 41.1158

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.1848 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=0.759


[E26B10 |   4224/60000 (  7%) ] Loss: 0.2010 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: 0.2381 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=4.4167 top1= 19.5613


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3671 top1= 48.4776


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2120 top1= 41.1458

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.1839 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: 0.2006 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: 0.2373 top1= 93.7500

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



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.752



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.4369 top1= 19.5513


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3706 top1= 48.4575


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2096 top1= 41.1558

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.1833 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=0.754


[E28B10 |   4224/60000 (  7%) ] Loss: 0.2002 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=0.754


[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=0.750



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.4488 top1= 19.5513


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3763 top1= 48.4475


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2154 top1= 41.1659

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: 0.1997 top1= 96.0227

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.216



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.752


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.2368 top1= 94.0341

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.215



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.748



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.4626 top1= 19.5312


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3760 top1= 48.3974


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2198 top1= 41.0557

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.1826 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=0.751


[E30B10 |   4224/60000 (  7%) ] Loss: 0.1996 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: 0.2360 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=0.747



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.4827 top1= 19.5413


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3816 top1= 48.3974


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2201 top1= 41.1358

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.1823 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: 0.1991 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: 0.2356 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=4.4979 top1= 19.5413


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3829 top1= 48.3474


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2264 top1= 41.1258

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.1818 top1= 97.1591

=== 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: 0.1986 top1= 96.0227

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.215



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.748


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.2346 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=0.743



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.5158 top1= 19.5413


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3827 top1= 48.4475


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2332 top1= 41.0757

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: 0.1984 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=0.747


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.2344 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=4.5302 top1= 19.5413


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3862 top1= 48.4375


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2375 top1= 41.0958

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.1812 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: 0.1983 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=0.745


[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=4.5400 top1= 19.5413


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3889 top1= 48.4575


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2427 top1= 41.0757

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.1810 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=0.744


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.2334 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=4.5522 top1= 19.5312


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3930 top1= 48.4575


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2469 top1= 41.0557

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: 0.1976 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: 0.2327 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=4.5646 top1= 19.5312


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3942 top1= 48.4675


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2532 top1= 41.0557

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.1804 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: 0.2328 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=4.5752 top1= 19.5413


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3972 top1= 48.4475


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2595 top1= 41.0357

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.1802 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: 0.1971 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: 0.2323 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=4.5874 top1= 19.5312


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4005 top1= 48.5076


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2640 top1= 41.0457

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: 0.1968 top1= 96.0227

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.213



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


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.2319 top1= 94.0341

=== 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=4.5950 top1= 19.5312


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4012 top1= 48.4876


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2673 top1= 41.0457

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.1800 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=0.740


[E40B10 |   4224/60000 (  7%) ] Loss: 0.1966 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=4.6046 top1= 19.5212


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4050 top1= 48.5076


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2736 top1= 41.0056

