
=== 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)
=> 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: 1.9960 top1= 47.4432

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.014



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


[E 1B20 |   8736/60000 ( 15%) ] Loss: 1.3482 top1= 65.9091

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.082



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.250



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.0205 top1= 17.3478


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.1400 top1= 37.1094


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8801 top1= 33.1631

Train epoch 2
[E 2B0  |    416/60000 (  1%) ] Loss: 0.8132 top1= 76.7045

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.177



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.562


[E 2B10 |   4576/60000 (  8%) ] Loss: 0.5633 top1= 82.6705

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.248



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.801


[E 2B20 |   8736/60000 ( 15%) ] Loss: 0.3354 top1= 91.4773

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.294



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.970



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=7.1975 top1= 18.3794


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.3100 top1= 46.2941


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7815 top1= 37.4499

Train epoch 3
[E 3B0  |    416/60000 (  1%) ] Loss: 0.2754 top1= 91.1932

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.320



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.070


[E 3B10 |   4576/60000 (  8%) ] Loss: 0.2871 top1= 91.4773

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.324



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.088


[E 3B20 |   8736/60000 ( 15%) ] Loss: 0.1935 top1= 96.0227

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.317



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.067



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=8.5643 top1= 19.0405


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.3752 top1= 47.8065


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.1065 top1= 44.3910

Train epoch 4
[E 4B0  |    416/60000 (  1%) ] Loss: 0.2200 top1= 93.7500

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.304



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.028


[E 4B10 |   4576/60000 (  8%) ] Loss: 0.2611 top1= 92.8977

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.297



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.003


[E 4B20 |   8736/60000 ( 15%) ] Loss: 0.1912 top1= 95.4545

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.291



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.985



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=8.9471 top1= 19.1406


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.4125 top1= 48.0970


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.1522 top1= 44.4712

Train epoch 5
[E 5B0  |    416/60000 (  1%) ] Loss: 0.2030 top1= 95.1705

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.285



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.969


[E 5B10 |   4576/60000 (  8%) ] Loss: 0.2523 top1= 92.8977

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.282



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.958


[E 5B20 |   8736/60000 ( 15%) ] Loss: 0.1823 top1= 96.3068

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.279



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.951



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=9.2438 top1= 19.3309


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.4339 top1= 48.3574


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.1353 top1= 44.9820

Train epoch 6
[E 6B0  |    416/60000 (  1%) ] Loss: 0.1926 top1= 95.1705

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.275



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.940


[E 6B10 |   4576/60000 (  8%) ] Loss: 0.2434 top1= 93.1818

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.273



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.931


[E 6B20 |   8736/60000 ( 15%) ] Loss: 0.1758 top1= 96.3068

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.271



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.922



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=9.4398 top1= 19.4111


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.3477 top1= 48.6979


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.0877 top1= 45.2324

Train epoch 7
[E 7B0  |    416/60000 (  1%) ] Loss: 0.1874 top1= 95.4545

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.267



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.910


[E 7B10 |   4576/60000 (  8%) ] Loss: 0.2358 top1= 93.1818

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.265



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.903


[E 7B20 |   8736/60000 ( 15%) ] Loss: 0.1723 top1= 96.0227

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.262



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.894



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=9.4395 top1= 19.4211


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.2435 top1= 49.1987


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.0474 top1= 44.7616

Train epoch 8
[E 8B0  |    416/60000 (  1%) ] Loss: 0.1819 top1= 95.1705

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.258



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.881


[E 8B10 |   4576/60000 (  8%) ] Loss: 0.2333 top1= 93.4659

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.257



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.875


[E 8B20 |   8736/60000 ( 15%) ] Loss: 0.1673 top1= 96.0227

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.255



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.869



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=9.3749 top1= 19.3409


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.1631 top1= 49.2788


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9895 top1= 44.4511

Train epoch 9
[E 9B0  |    416/60000 (  1%) ] Loss: 0.1775 top1= 95.4545

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.251



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.855


[E 9B10 |   4576/60000 (  8%) ] Loss: 0.2334 top1= 94.0341

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.249



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.846


[E 9B20 |   8736/60000 ( 15%) ] Loss: 0.1666 top1= 96.0227

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.248



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.842



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=9.4075 top1= 19.4611


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.0585 top1= 49.5192


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8820 top1= 44.6615

Train epoch 10
[E10B0  |    416/60000 (  1%) ] Loss: 0.1762 top1= 95.1705

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.245



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.829


[E10B10 |   4576/60000 (  8%) ] Loss: 0.2336 top1= 93.7500

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.243



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.822


[E10B20 |   8736/60000 ( 15%) ] Loss: 0.1644 top1= 96.3068

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.242



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.818



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=9.4038 top1= 19.4311


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9650 top1= 49.6194


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7973 top1= 44.7616

Train epoch 11
[E11B0  |    416/60000 (  1%) ] Loss: 0.1754 top1= 95.1705

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.239



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.806


[E11B10 |   4576/60000 (  8%) ] Loss: 0.2342 top1= 93.7500

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.238



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.800


[E11B20 |   8736/60000 ( 15%) ] Loss: 0.1636 top1= 96.5909

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.238



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.798



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=9.3938 top1= 19.4411


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.8777 top1= 49.7696


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7335 top1= 44.7416

Train epoch 12
[E12B0  |    416/60000 (  1%) ] Loss: 0.1746 top1= 95.1705

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.234



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.786


[E12B10 |   4576/60000 (  8%) ] Loss: 0.2348 top1= 93.7500

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.233



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.780


[E12B20 |   8736/60000 ( 15%) ] Loss: 0.1628 top1= 96.5909

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.233



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.779



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=9.3866 top1= 19.4712


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.8019 top1= 49.9199


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6723 top1= 44.7917

Train epoch 13
[E13B0  |    416/60000 (  1%) ] Loss: 0.1732 top1= 95.7386

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.230



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.767


[E13B10 |   4576/60000 (  8%) ] Loss: 0.2346 top1= 94.0341

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.229



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.762


[E13B20 |   8736/60000 ( 15%) ] Loss: 0.1622 top1= 96.3068

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.229



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.761



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=9.3677 top1= 19.4611


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.7301 top1= 49.9599


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6235 top1= 44.8217

Train epoch 14
[E14B0  |    416/60000 (  1%) ] Loss: 0.1729 top1= 95.7386

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.226



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.750


[E14B10 |   4576/60000 (  8%) ] Loss: 0.2347 top1= 94.3182

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.225



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.745


[E14B20 |   8736/60000 ( 15%) ] Loss: 0.1613 top1= 96.3068

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.225



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.744



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=9.3556 top1= 19.4511


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.6615 top1= 50.0000


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5783 top1= 44.9219

Train epoch 15
[E15B0  |    416/60000 (  1%) ] Loss: 0.1725 top1= 95.7386

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.222



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.734


[E15B10 |   4576/60000 (  8%) ] Loss: 0.2356 top1= 94.3182

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.221



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.730


[E15B20 |   8736/60000 ( 15%) ] Loss: 0.1606 top1= 96.3068

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.222



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.730



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=9.3449 top1= 19.4511


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.6090 top1= 50.0300


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5412 top1= 44.9419

Train epoch 16
[E16B0  |    416/60000 (  1%) ] Loss: 0.1722 top1= 96.3068

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.219



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.720


[E16B10 |   4576/60000 (  8%) ] Loss: 0.2360 top1= 94.6023

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.218



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.715


[E16B20 |   8736/60000 ( 15%) ] Loss: 0.1598 top1= 96.3068

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.219



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.716



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=9.3386 top1= 19.4511


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.5566 top1= 50.0501


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5046 top1= 45.0220

Train epoch 17
[E17B0  |    416/60000 (  1%) ] Loss: 0.1720 top1= 96.3068

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.216



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.708


[E17B10 |   4576/60000 (  8%) ] Loss: 0.2367 top1= 94.3182

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.216



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.704


[E17B20 |   8736/60000 ( 15%) ] Loss: 0.1594 top1= 96.3068

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.216



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.706



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=9.3404 top1= 19.4411


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.5163 top1= 50.1102


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4787 top1= 45.0521

Train epoch 18
[E18B0  |    416/60000 (  1%) ] Loss: 0.1718 top1= 96.3068

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.214



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.698


[E18B10 |   4576/60000 (  8%) ] Loss: 0.2369 top1= 94.6023

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.213



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.695


[E18B20 |   8736/60000 ( 15%) ] Loss: 0.1590 top1= 96.3068

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.214



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.697



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=9.3407 top1= 19.4411


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.4895 top1= 50.1703


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4529 top1= 45.0621

Train epoch 19
[E19B0  |    416/60000 (  1%) ] Loss: 0.1714 top1= 96.3068

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.212



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.690


[E19B10 |   4576/60000 (  8%) ] Loss: 0.2366 top1= 94.3182

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.212



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.687


[E19B20 |   8736/60000 ( 15%) ] Loss: 0.1593 top1= 96.3068

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.213



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.690



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=9.3467 top1= 19.4511


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.4647 top1= 50.2103


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4287 top1= 45.0621

Train epoch 20
[E20B0  |    416/60000 (  1%) ] Loss: 0.1710 top1= 96.3068

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.210



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.683


[E20B10 |   4576/60000 (  8%) ] Loss: 0.2366 top1= 94.0341

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.210



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.680


[E20B20 |   8736/60000 ( 15%) ] Loss: 0.1586 top1= 96.3068

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.211



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.683



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=9.3490 top1= 19.4511


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.4483 top1= 50.2204


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4065 top1= 45.0621

Train epoch 21
[E21B0  |    416/60000 (  1%) ] Loss: 0.1706 top1= 96.5909

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.209



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.677


[E21B10 |   4576/60000 (  8%) ] Loss: 0.2370 top1= 94.3182

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.209



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.675


[E21B20 |   8736/60000 ( 15%) ] Loss: 0.1586 top1= 96.3068

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.210



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.677



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=9.3522 top1= 19.4511


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.4273 top1= 50.2604


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3884 top1= 45.0321

Train epoch 22
[E22B0  |    416/60000 (  1%) ] Loss: 0.1702 top1= 96.3068

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.208



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.672


[E22B10 |   4576/60000 (  8%) ] Loss: 0.2371 top1= 94.3182

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.208



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.669


[E22B20 |   8736/60000 ( 15%) ] Loss: 0.1587 top1= 96.3068

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.209



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.673



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=9.3592 top1= 19.4511


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.4183 top1= 50.2604


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3727 top1= 45.0621

Train epoch 23
[E23B0  |    416/60000 (  1%) ] Loss: 0.1699 top1= 96.5909

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.207



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.667


[E23B10 |   4576/60000 (  8%) ] Loss: 0.2374 top1= 94.3182

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.207



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.665


[E23B20 |   8736/60000 ( 15%) ] Loss: 0.1586 top1= 96.3068

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.208



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.669



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=9.3700 top1= 19.4611


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.4042 top1= 50.3205


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3613 top1= 45.0721

Train epoch 24
[E24B0  |    416/60000 (  1%) ] Loss: 0.1697 top1= 96.3068

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.206



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.664


[E24B10 |   4576/60000 (  8%) ] Loss: 0.2369 top1= 94.3182

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.206



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.662


[E24B20 |   8736/60000 ( 15%) ] Loss: 0.1584 top1= 96.3068

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.207



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.665



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=9.3763 top1= 19.4712


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3959 top1= 50.3506


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3468 top1= 45.0921

Train epoch 25
[E25B0  |    416/60000 (  1%) ] Loss: 0.1693 top1= 96.3068

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.206



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.660


[E25B10 |   4576/60000 (  8%) ] Loss: 0.2373 top1= 94.3182

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.205



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.658


[E25B20 |   8736/60000 ( 15%) ] Loss: 0.1583 top1= 96.3068

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.207



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.662



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=9.3843 top1= 19.4712


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3878 top1= 50.3405


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3339 top1= 45.0721

Train epoch 26
[E26B0  |    416/60000 (  1%) ] Loss: 0.1688 top1= 96.5909

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.205



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.658


[E26B10 |   4576/60000 (  8%) ] Loss: 0.2368 top1= 94.6023

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.205



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.655


[E26B20 |   8736/60000 ( 15%) ] Loss: 0.1582 top1= 96.3068

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.206



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.659



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=9.3940 top1= 19.4712


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3807 top1= 50.3706


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3233 top1= 45.0921

Train epoch 27
[E27B0  |    416/60000 (  1%) ] Loss: 0.1681 top1= 96.5909

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.204



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.655


[E27B10 |   4576/60000 (  8%) ] Loss: 0.2367 top1= 94.6023

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.204



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.653


[E27B20 |   8736/60000 ( 15%) ] Loss: 0.1581 top1= 96.3068

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.206



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.657



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=9.4017 top1= 19.4912


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3756 top1= 50.3305


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3122 top1= 45.1422

Train epoch 28
[E28B0  |    416/60000 (  1%) ] Loss: 0.1675 top1= 96.5909

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.204



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.652


[E28B10 |   4576/60000 (  8%) ] Loss: 0.2369 top1= 94.6023

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.204



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.650


[E28B20 |   8736/60000 ( 15%) ] Loss: 0.1581 top1= 96.3068

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.205



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.654



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=9.4138 top1= 19.4812


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3709 top1= 50.3706


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3083 top1= 45.1723

Train epoch 29
[E29B0  |    416/60000 (  1%) ] Loss: 0.1670 top1= 96.5909

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.203



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.650


[E29B10 |   4576/60000 (  8%) ] Loss: 0.2365 top1= 94.6023

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.203



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.648


[E29B20 |   8736/60000 ( 15%) ] Loss: 0.1579 top1= 96.3068

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.205



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.652



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=9.4231 top1= 19.4812


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3689 top1= 50.3506


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3031 top1= 45.1823

Train epoch 30
[E30B0  |    416/60000 (  1%) ] Loss: 0.1669 top1= 96.5909

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.203



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.648


[E30B10 |   4576/60000 (  8%) ] Loss: 0.2361 top1= 94.6023

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.203



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.646


[E30B20 |   8736/60000 ( 15%) ] Loss: 0.1578 top1= 96.3068

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.204



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.650



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=9.4311 top1= 19.4812


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3652 top1= 50.3706


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3015 top1= 45.1322

Train epoch 31
[E31B0  |    416/60000 (  1%) ] Loss: 0.1664 top1= 96.5909

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.203



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.646


[E31B10 |   4576/60000 (  8%) ] Loss: 0.2361 top1= 94.6023

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.202



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.644


[E31B20 |   8736/60000 ( 15%) ] Loss: 0.1578 top1= 96.3068

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.204



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.648



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=9.4439 top1= 19.4812


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3606 top1= 50.4107


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2968 top1= 45.2123

Train epoch 32
[E32B0  |    416/60000 (  1%) ] Loss: 0.1661 top1= 96.5909

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.202



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.645


[E32B10 |   4576/60000 (  8%) ] Loss: 0.2359 top1= 94.6023

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.202



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.643


[E32B20 |   8736/60000 ( 15%) ] Loss: 0.1577 top1= 96.3068

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.203



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.647



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=9.4601 top1= 19.4812


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3582 top1= 50.4507


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2931 top1= 45.1823

Train epoch 33
[E33B0  |    416/60000 (  1%) ] Loss: 0.1662 top1= 96.5909

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.202



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.643


[E33B10 |   4576/60000 (  8%) ] Loss: 0.2360 top1= 94.6023

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.202



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.641


[E33B20 |   8736/60000 ( 15%) ] Loss: 0.1575 top1= 96.3068

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.203



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.645



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=9.4693 top1= 19.5012


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3581 top1= 50.4107


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2904 top1= 45.1923

Train epoch 34
[E34B0  |    416/60000 (  1%) ] Loss: 0.1658 top1= 96.5909

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.202



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.642


[E34B10 |   4576/60000 (  8%) ] Loss: 0.2358 top1= 94.6023

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.201



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.640


[E34B20 |   8736/60000 ( 15%) ] Loss: 0.1574 top1= 96.3068

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.203



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.644



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=9.4861 top1= 19.5012


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3539 top1= 50.4808


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2867 top1= 45.2724

Train epoch 35
[E35B0  |    416/60000 (  1%) ] Loss: 0.1655 top1= 96.8750

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.201



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.640


[E35B10 |   4576/60000 (  8%) ] Loss: 0.2356 top1= 94.6023

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.201



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.639


[E35B20 |   8736/60000 ( 15%) ] Loss: 0.1575 top1= 96.3068

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.203



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.642



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=9.4953 top1= 19.5012


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3508 top1= 50.4607


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2831 top1= 45.1923

Train epoch 36
[E36B0  |    416/60000 (  1%) ] Loss: 0.1654 top1= 96.8750

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.201



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.639


[E36B10 |   4576/60000 (  8%) ] Loss: 0.2356 top1= 94.6023

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.201



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.637


[E36B20 |   8736/60000 ( 15%) ] Loss: 0.1573 top1= 96.3068

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.202



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.641



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=9.5070 top1= 19.5012


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3486 top1= 50.4607


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2814 top1= 45.2324

Train epoch 37
[E37B0  |    416/60000 (  1%) ] Loss: 0.1652 top1= 96.5909

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.201



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.638


[E37B10 |   4576/60000 (  8%) ] Loss: 0.2358 top1= 94.6023

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.201



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.636


[E37B20 |   8736/60000 ( 15%) ] Loss: 0.1572 top1= 96.3068

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.202



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.640



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=9.5236 top1= 19.5312


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3430 top1= 50.5108


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2806 top1= 45.2524

Train epoch 38
[E38B0  |    416/60000 (  1%) ] Loss: 0.1651 top1= 96.8750

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.200



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.636


[E38B10 |   4576/60000 (  8%) ] Loss: 0.2356 top1= 94.6023

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.200



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.635


[E38B20 |   8736/60000 ( 15%) ] Loss: 0.1569 top1= 96.5909

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.202



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.639



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=9.5318 top1= 19.5312


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3408 top1= 50.5108


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2767 top1= 45.2624

Train epoch 39
[E39B0  |    416/60000 (  1%) ] Loss: 0.1650 top1= 96.5909

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.200



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.635


[E39B10 |   4576/60000 (  8%) ] Loss: 0.2355 top1= 94.6023

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.200



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.633


[E39B20 |   8736/60000 ( 15%) ] Loss: 0.1565 top1= 96.5909

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.201



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.637



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=9.5428 top1= 19.5312


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3390 top1= 50.5108


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2742 top1= 45.2724

Train epoch 40
[E40B0  |    416/60000 (  1%) ] Loss: 0.1647 top1= 96.8750

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.200



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.633


[E40B10 |   4576/60000 (  8%) ] Loss: 0.2352 top1= 94.6023

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.200



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.632


[E40B20 |   8736/60000 ( 15%) ] Loss: 0.1565 top1= 96.5909

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.201



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.636



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=9.5530 top1= 19.5312


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3359 top1= 50.5409


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2732 top1= 45.2224

