
=== Start adding workers ===
=> Add worker SGDMWorker(index=0, momentum=0.0)
=> Add worker SGDMWorker(index=1, momentum=0.0)
=> Add worker SGDMWorker(index=2, momentum=0.0)
=> Add worker SGDMWorker(index=3, momentum=0.0)
=> Add worker SGDMWorker(index=4, momentum=0.0)
=> Add worker SGDMWorker(index=5, momentum=0.0)
=> Add worker SGDMWorker(index=6, momentum=0.0)
=> Add worker SGDMWorker(index=7, momentum=0.0)
=> Add worker SGDMWorker(index=8, momentum=0.0)
=> Add worker SGDMWorker(index=9, momentum=0.0)
=> Add worker SGDMWorker(index=10, momentum=0.0)
=> Add worker ByzantineWorker(index=11)
=> Add worker ByzantineWorker(index=12)

=== Start adding graph ===
TwoCliquesWithByzantine(m=5,b=2)

Train epoch 1
[E 1B0  |    416/60000 (  1%) ] Loss: 2.3120 top1=  8.2386

=== Peeking data label distribution E1B0 ===
Worker 0 has targets: tensor([0, 0, 0, 0, 0], device='cuda:0')
Worker 1 has targets: tensor([1, 0, 1, 1, 1], device='cuda:0')
Worker 2 has targets: tensor([1, 1, 2, 2, 2], device='cuda:0')
Worker 3 has targets: tensor([2, 2, 2, 2, 2], device='cuda:0')
Worker 4 has targets: tensor([3, 3, 3, 3, 3], device='cuda:0')
Worker 5 has targets: tensor([4, 3, 4, 4, 4], device='cuda:0')
Worker 6 has targets: tensor([5, 4, 5, 5, 5], device='cuda:0')
Worker 7 has targets: tensor([5, 5, 6, 5, 6], device='cuda:0')
Worker 8 has targets: tensor([6, 6, 6, 6, 6], device='cuda:0')
Worker 9 has targets: tensor([7, 7, 7, 7, 7], device='cuda:0')
Worker 10 has targets: tensor([8, 7, 8, 8, 8], device='cuda:0')
Worker 11 has targets: tensor([9, 8, 9, 9, 9], device='cuda:0')
Worker 12 has targets: tensor([9, 9, 9, 9, 9], device='cuda:0')



=== Log global consensus distance @ E1B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E1B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E 1B10 |   4576/60000 (  8%) ] Loss: 2.2285 top1= 17.8977

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E 1B20 |   8736/60000 ( 15%) ] Loss: 2.1828 top1=  7.3864

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.029



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.2930 top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5898 top1=  9.7456


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5998 top1=  9.7456

Train epoch 2
[E 2B0  |    416/60000 (  1%) ] Loss: 2.7488 top1=  8.8068

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.426



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.017
clique2_consensus_distance=0.024


[E 2B10 |   4576/60000 (  8%) ] Loss: 10.1495 top1= 10.5114

=== Log global consensus distance @ E2B10 ===
consensus_distance=6.387



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.254
clique2_consensus_distance=0.275


[E 2B20 |   8736/60000 ( 15%) ] Loss: 12.8992 top1= 14.2045

=== Log global consensus distance @ E2B20 ===
consensus_distance=9.576



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.491
clique2_consensus_distance=0.568



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=181.8795 top1= 19.0505


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3927 top1= 17.5881


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.4759 top1= 17.8285

Train epoch 3
[E 3B0  |    416/60000 (  1%) ] Loss: 6.9036 top1= 18.4659

=== Log global consensus distance @ E3B0 ===
consensus_distance=9.617



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.495
clique2_consensus_distance=0.597


[E 3B10 |   4576/60000 (  8%) ] Loss: 6.9652 top1= 20.7386

=== Log global consensus distance @ E3B10 ===
consensus_distance=9.614



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.494
clique2_consensus_distance=0.640


[E 3B20 |   8736/60000 ( 15%) ] Loss: 8.7368 top1= 24.4318

=== Log global consensus distance @ E3B20 ===
consensus_distance=9.648



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.497
clique2_consensus_distance=0.731



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=328.0392 top1= 18.6699


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=8.7199 top1= 11.4483


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=10.8742 top1= 14.8137

Train epoch 4
[E 4B0  |    416/60000 (  1%) ] Loss: 10.2829 top1= 21.8750

=== Log global consensus distance @ E4B0 ===
consensus_distance=9.667



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.496
clique2_consensus_distance=0.859


[E 4B10 |   4576/60000 (  8%) ] Loss: 15.0480 top1= 24.4318

=== Log global consensus distance @ E4B10 ===
consensus_distance=9.678



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.499
clique2_consensus_distance=1.074


[E 4B20 |   8736/60000 ( 15%) ] Loss: 15.1806 top1= 28.4091

=== Log global consensus distance @ E4B20 ===
consensus_distance=9.798



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.499
clique2_consensus_distance=1.435



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=607.3494 top1= 16.8269


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=21.0709 top1= 10.0260


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=22.6995 top1= 13.1310

Train epoch 5
[E 5B0  |    416/60000 (  1%) ] Loss: 24.7172 top1= 22.7273

=== Log global consensus distance @ E5B0 ===
consensus_distance=9.891



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.506
clique2_consensus_distance=1.809


[E 5B10 |   4576/60000 (  8%) ] Loss: 64.3934 top1= 13.6364

=== Log global consensus distance @ E5B10 ===
consensus_distance=10.113



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.511
clique2_consensus_distance=2.527


[E 5B20 |   8736/60000 ( 15%) ] Loss: 67.1414 top1= 19.6023

=== Log global consensus distance @ E5B20 ===
consensus_distance=10.431



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.526
clique2_consensus_distance=3.498



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=419.8876 top1= 17.6382


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=261.6220 top1=  9.7456


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=51.7923 top1= 16.9371

Train epoch 6
[E 6B0  |    416/60000 (  1%) ] Loss: 155.5673 top1= 15.0568

=== Log global consensus distance @ E6B0 ===
consensus_distance=10.551



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.519
clique2_consensus_distance=4.115


[E 6B10 |   4576/60000 (  8%) ] Loss: 128.8505 top1= 12.2159

=== Log global consensus distance @ E6B10 ===
consensus_distance=10.965



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.501
clique2_consensus_distance=6.515


[E 6B20 |   8736/60000 ( 15%) ] Loss: 119.2626 top1= 25.0000

=== Log global consensus distance @ E6B20 ===
consensus_distance=24.135



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.480
clique2_consensus_distance=49.426



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=317.8333 top1= 15.1843


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1561.1208 top1=  9.7456


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=68.7379 top1= 18.5697

Train epoch 7
[E 7B0  |    416/60000 (  1%) ] Loss: 878.6637 top1= 16.7614

=== Log global consensus distance @ E7B0 ===
consensus_distance=17.164



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.505
clique2_consensus_distance=28.299


[E 7B10 |   4576/60000 (  8%) ] Loss: 803.5313 top1=  9.0909

=== Log global consensus distance @ E7B10 ===
consensus_distance=17.453



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.566
clique2_consensus_distance=26.716


[E 7B20 |   8736/60000 ( 15%) ] Loss: 48.8781 top1= 27.5568

=== Log global consensus distance @ E7B20 ===
consensus_distance=45.061



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.596
clique2_consensus_distance=109.988



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3554.6312 top1= 19.2208


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=278.3944 top1=  9.7456


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=82.6809 top1=  9.6755

Train epoch 8
[E 8B0  |    416/60000 (  1%) ] Loss: 176.1516 top1= 14.4886

=== Log global consensus distance @ E8B0 ===
consensus_distance=34.524



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.597
clique2_consensus_distance=71.380


[E 8B10 |   4576/60000 (  8%) ] Loss: 346.4400 top1= 23.8636

=== Log global consensus distance @ E8B10 ===
consensus_distance=50.038



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.589
clique2_consensus_distance=117.759


[E 8B20 |   8736/60000 ( 15%) ] Loss: 131471.9371 top1= 17.6136

=== Log global consensus distance @ E8B20 ===
consensus_distance=57.970



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=5.050
clique2_consensus_distance=134.197



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1520.0196 top1= 14.6034


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=119.6944 top1= 26.9030


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=109.5124 top1= 13.4115

Train epoch 9
[E 9B0  |    416/60000 (  1%) ] Loss: 103.7041 top1= 38.0682

=== Log global consensus distance @ E9B0 ===
consensus_distance=100.093



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.586
clique2_consensus_distance=277.107


[E 9B10 |   4576/60000 (  8%) ] Loss: 265.1554 top1= 20.1705

=== Log global consensus distance @ E9B10 ===
consensus_distance=80.287



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.593
clique2_consensus_distance=207.537


[E 9B20 |   8736/60000 ( 15%) ] Loss: 747.2666 top1= 17.8977

=== Log global consensus distance @ E9B20 ===
consensus_distance=96.035



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.595
clique2_consensus_distance=247.523



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4202.1808 top1= 19.3309


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=551.7610 top1=  9.7456


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=367.1534 top1=  9.7456

Train epoch 10
[E10B0  |    416/60000 (  1%) ] Loss: 255.3506 top1= 16.1932

=== Log global consensus distance @ E10B0 ===
consensus_distance=82.073



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.590
clique2_consensus_distance=195.448


[E10B10 |   4576/60000 (  8%) ] Loss: 346.7693 top1=  9.0909

=== Log global consensus distance @ E10B10 ===
consensus_distance=73.396



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.650
clique2_consensus_distance=158.925


[E10B20 |   8736/60000 ( 15%) ] Loss: 3575.7420 top1=  6.2500

=== Log global consensus distance @ E10B20 ===
consensus_distance=90.410



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.617
clique2_consensus_distance=248.777



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3590.4312 top1= 18.8301


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=164.9574 top1= 10.2865


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=63.6072 top1= 13.7620

Train epoch 11
[E11B0  |    416/60000 (  1%) ] Loss: 291.7082 top1= 17.6136

=== Log global consensus distance @ E11B0 ===
consensus_distance=55.334



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.683
clique2_consensus_distance=164.396


[E11B10 |   4576/60000 (  8%) ] Loss: 568.1478 top1= 19.8864

=== Log global consensus distance @ E11B10 ===
consensus_distance=46.742



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.641
clique2_consensus_distance=119.790


[E11B20 |   8736/60000 ( 15%) ] Loss: 759.5867 top1= 12.7841

=== Log global consensus distance @ E11B20 ===
consensus_distance=83.563



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.596
clique2_consensus_distance=251.505



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=7216.0724 top1= 19.1607


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=705.4273 top1= 10.2865


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=85.3172 top1= 10.7572

Train epoch 12
[E12B0  |    416/60000 (  1%) ] Loss: 579.4766 top1= 17.8977

=== Log global consensus distance @ E12B0 ===
consensus_distance=94.140



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.734
clique2_consensus_distance=263.267


[E12B10 |   4576/60000 (  8%) ] Loss: 369.7055 top1= 16.7614

=== Log global consensus distance @ E12B10 ===
consensus_distance=93.134



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.657
clique2_consensus_distance=218.608


[E12B20 |   8736/60000 ( 15%) ] Loss: 229.1998 top1= 25.2841

=== Log global consensus distance @ E12B20 ===
consensus_distance=85.990



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.598
clique2_consensus_distance=167.750



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=7759.2324 top1= 18.8301


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.1356 top1=  7.5020


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=165.6440 top1= 12.7003

Train epoch 13
[E13B0  |    416/60000 (  1%) ] Loss: 75.9999 top1= 23.2955

=== Log global consensus distance @ E13B0 ===
consensus_distance=69.665



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.601
clique2_consensus_distance=124.301


[E13B10 |   4576/60000 (  8%) ] Loss: 1838.8494 top1= 16.1932

=== Log global consensus distance @ E13B10 ===
consensus_distance=65.650



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.611
clique2_consensus_distance=122.277


[E13B20 |   8736/60000 ( 15%) ] Loss: 133.9114 top1= 24.7159

=== Log global consensus distance @ E13B20 ===
consensus_distance=86.343



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=196.911



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6301.9453 top1= 19.3309


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.1542 top1= 14.5232


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=281.3064 top1= 15.5950

Train epoch 14
[E14B0  |    416/60000 (  1%) ] Loss: 83.8754 top1= 22.1591

=== Log global consensus distance @ E14B0 ===
consensus_distance=71.158



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.601
clique2_consensus_distance=155.993


[E14B10 |   4576/60000 (  8%) ] Loss: 1937.0382 top1= 16.4773

=== Log global consensus distance @ E14B10 ===
consensus_distance=126.308



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.949
clique2_consensus_distance=305.885


[E14B20 |   8736/60000 ( 15%) ] Loss: 23.0619 top1= 24.1477

=== Log global consensus distance @ E14B20 ===
consensus_distance=130.214



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=340.006



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=16481.4490 top1= 15.9054


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.3869 top1= 14.2328


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=376.7160 top1= 13.3814

Train epoch 15
[E15B0  |    416/60000 (  1%) ] Loss: 118.0381 top1= 17.3295

=== Log global consensus distance @ E15B0 ===
consensus_distance=147.698



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.597
clique2_consensus_distance=420.178


[E15B10 |   4576/60000 (  8%) ] Loss: 99.3550 top1= 25.0000

=== Log global consensus distance @ E15B10 ===
consensus_distance=127.517



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.606
clique2_consensus_distance=351.658


[E15B20 |   8736/60000 ( 15%) ] Loss: 318.1208 top1= 23.5795

=== Log global consensus distance @ E15B20 ===
consensus_distance=189.708



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=1.010
clique2_consensus_distance=661.021



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=84.8536 top1= 17.2175


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.2317 top1=  9.7456


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=14.3929 top1= 16.7969

Train epoch 16
[E16B0  |    416/60000 (  1%) ] Loss: 113.9524 top1= 18.4659

=== Log global consensus distance @ E16B0 ===
consensus_distance=196.785



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.590
clique2_consensus_distance=685.685


[E16B10 |   4576/60000 (  8%) ] Loss: 11.7799 top1= 23.2955

=== Log global consensus distance @ E16B10 ===
consensus_distance=189.156



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.594
clique2_consensus_distance=649.803


[E16B20 |   8736/60000 ( 15%) ] Loss: 13.4378 top1= 20.7386

=== Log global consensus distance @ E16B20 ===
consensus_distance=181.241



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.593
clique2_consensus_distance=621.012



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1165.6322 top1= 17.0673


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.4566 top1= 18.5096


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=10.8884 top1= 23.2672

Train epoch 17
[E17B0  |    416/60000 (  1%) ] Loss: 7.9052 top1= 21.0227

=== Log global consensus distance @ E17B0 ===
consensus_distance=173.469



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=589.525


[E17B10 |   4576/60000 (  8%) ] Loss: 6.2144 top1= 17.8977

=== Log global consensus distance @ E17B10 ===
consensus_distance=166.370



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.593
clique2_consensus_distance=562.204


[E17B20 |   8736/60000 ( 15%) ] Loss: 11.1676 top1= 13.9205

=== Log global consensus distance @ E17B20 ===
consensus_distance=159.342



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.594
clique2_consensus_distance=535.469



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.7354 top1= 15.3546


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.5572 top1=  9.7456


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.0781 top1= 16.6667

Train epoch 18
[E18B0  |    416/60000 (  1%) ] Loss: 6.1085 top1= 11.0795

=== Log global consensus distance @ E18B0 ===
consensus_distance=151.883



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=507.339


[E18B10 |   4576/60000 (  8%) ] Loss: 5.6698 top1= 13.6364

=== Log global consensus distance @ E18B10 ===
consensus_distance=144.652



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=480.193


[E18B20 |   8736/60000 ( 15%) ] Loss: 8.7327 top1= 13.6364

=== Log global consensus distance @ E18B20 ===
consensus_distance=137.545



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=453.481



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.0096 top1= 16.4062


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.1543 top1= 10.6370


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.1505 top1= 16.6867

Train epoch 19
[E19B0  |    416/60000 (  1%) ] Loss: 5.3448 top1= 12.7841

=== Log global consensus distance @ E19B0 ===
consensus_distance=130.595



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=427.438


[E19B10 |   4576/60000 (  8%) ] Loss: 6.2811 top1=  9.9432

=== Log global consensus distance @ E19B10 ===
consensus_distance=123.841



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=402.176


[E19B20 |   8736/60000 ( 15%) ] Loss: 6.0111 top1=  8.8068

=== Log global consensus distance @ E19B20 ===
consensus_distance=117.275



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=377.702



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.8478 top1= 15.7252


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.6879 top1= 13.2612


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.1149 top1= 16.3962

Train epoch 20
[E20B0  |    416/60000 (  1%) ] Loss: 6.0013 top1=  9.6591

=== Log global consensus distance @ E20B0 ===
consensus_distance=110.910



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=354.030


[E20B10 |   4576/60000 (  8%) ] Loss: 6.0717 top1=  9.3750

=== Log global consensus distance @ E20B10 ===
consensus_distance=104.725



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=331.083


[E20B20 |   8736/60000 ( 15%) ] Loss: 6.0162 top1=  8.8068

=== Log global consensus distance @ E20B20 ===
consensus_distance=98.738



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=308.936



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.0898 top1= 16.2961


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.7280 top1= 15.2945


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.2597 top1= 16.4062

Train epoch 21
[E21B0  |    416/60000 (  1%) ] Loss: 6.0009 top1=  9.9432

=== Log global consensus distance @ E21B0 ===
consensus_distance=92.937



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=287.538


[E21B10 |   4576/60000 (  8%) ] Loss: 6.0869 top1=  9.0909

=== Log global consensus distance @ E21B10 ===
consensus_distance=87.353



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=267.007


[E21B20 |   8736/60000 ( 15%) ] Loss: 6.0188 top1=  9.0909

=== Log global consensus distance @ E21B20 ===
consensus_distance=81.910



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=247.074



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.5333 top1= 16.5064


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.8887 top1= 15.8153


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.7464 top1= 16.6266

Train epoch 22
[E22B0  |    416/60000 (  1%) ] Loss: 6.0185 top1=  9.6591

=== Log global consensus distance @ E22B0 ===
consensus_distance=76.769



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=228.306


[E22B10 |   4576/60000 (  8%) ] Loss: 6.0993 top1=  9.0909

=== Log global consensus distance @ E22B10 ===
consensus_distance=71.702



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=209.826


[E22B20 |   8736/60000 ( 15%) ] Loss: 6.0197 top1=  9.6591

=== Log global consensus distance @ E22B20 ===
consensus_distance=66.825



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=192.213



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=8.6182 top1= 17.0773


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.7088 top1= 13.1210


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=12.6665 top1= 17.4780

Train epoch 23
[E23B0  |    416/60000 (  1%) ] Loss: 6.0208 top1= 10.2273

=== Log global consensus distance @ E23B0 ===
consensus_distance=62.256



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=175.756


[E23B10 |   4576/60000 (  8%) ] Loss: 6.1645 top1=  7.1023

=== Log global consensus distance @ E23B10 ===
consensus_distance=57.757



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=159.747


[E23B20 |   8736/60000 ( 15%) ] Loss: 6.4733 top1=  6.5341

=== Log global consensus distance @ E23B20 ===
consensus_distance=53.438



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=144.297



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.8304 top1= 10.6270


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.7365 top1= 14.4231


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.7034 top1=  9.7456

Train epoch 24
[E24B0  |    416/60000 (  1%) ] Loss: 6.1360 top1=  6.2500

=== Log global consensus distance @ E24B0 ===
consensus_distance=48.995



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=129.208


[E24B10 |   4576/60000 (  8%) ] Loss: 6.2218 top1=  5.6818

=== Log global consensus distance @ E24B10 ===
consensus_distance=44.305



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=112.865


[E24B20 |   8736/60000 ( 15%) ] Loss: 6.1587 top1=  5.6818

=== Log global consensus distance @ E24B20 ===
consensus_distance=40.588



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=99.267



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.8779 top1=  9.7456


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.8159 top1= 10.5970


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.8746 top1=  9.7456

Train epoch 25
[E25B0  |    416/60000 (  1%) ] Loss: 6.1634 top1=  6.2500

=== Log global consensus distance @ E25B0 ===
consensus_distance=36.798



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=86.805


[E25B10 |   4576/60000 (  8%) ] Loss: 6.2511 top1=  5.6818

=== Log global consensus distance @ E25B10 ===
consensus_distance=33.617



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=75.332


[E25B20 |   8736/60000 ( 15%) ] Loss: 6.1904 top1=  5.6818

=== Log global consensus distance @ E25B20 ===
consensus_distance=30.515



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=64.692



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.9117 top1=  9.7456


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.8696 top1=  9.7456


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.9045 top1=  9.7456

Train epoch 26
[E26B0  |    416/60000 (  1%) ] Loss: 6.1978 top1=  6.2500

=== Log global consensus distance @ E26B0 ===
consensus_distance=27.527



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=54.783


[E26B10 |   4576/60000 (  8%) ] Loss: 6.2960 top1=  5.3977

=== Log global consensus distance @ E26B10 ===
consensus_distance=24.845



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=45.875


[E26B20 |   8736/60000 ( 15%) ] Loss: 6.2309 top1=  5.6818

=== Log global consensus distance @ E26B20 ===
consensus_distance=22.733



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=40.791



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.9529 top1=  9.7456


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.9121 top1=  9.7456


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.9416 top1=  9.7456

Train epoch 27
[E27B0  |    416/60000 (  1%) ] Loss: 6.2410 top1=  6.2500

=== Log global consensus distance @ E27B0 ===
consensus_distance=20.335



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=31.968


[E27B10 |   4576/60000 (  8%) ] Loss: 6.3432 top1=  5.3977

=== Log global consensus distance @ E27B10 ===
consensus_distance=18.140



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=24.873


[E27B20 |   8736/60000 ( 15%) ] Loss: 6.2813 top1=  5.6818

=== Log global consensus distance @ E27B20 ===
consensus_distance=16.183



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=18.904



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.0051 top1=  9.7456


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.9655 top1=  9.7456


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.9880 top1=  9.7456

Train epoch 28
[E28B0  |    416/60000 (  1%) ] Loss: 6.2955 top1=  6.2500

=== Log global consensus distance @ E28B0 ===
consensus_distance=14.443



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=13.857


[E28B10 |   4576/60000 (  8%) ] Loss: 6.3974 top1=  5.3977

=== Log global consensus distance @ E28B10 ===
consensus_distance=11.409



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.592
clique2_consensus_distance=7.756


[E28B20 |   8736/60000 ( 15%) ] Loss: 6.3361 top1=  5.6818

=== Log global consensus distance @ E28B20 ===
consensus_distance=10.471



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.571
clique2_consensus_distance=4.189



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.0534 top1=  9.7456


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.0217 top1=  9.7456


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.0309 top1=  9.7456

Train epoch 29
[E29B0  |    416/60000 (  1%) ] Loss: 6.3578 top1=  5.9659

=== Log global consensus distance @ E29B0 ===
consensus_distance=10.042



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.548
clique2_consensus_distance=2.354


[E29B10 |   4576/60000 (  8%) ] Loss: 6.4605 top1=  5.3977

=== Log global consensus distance @ E29B10 ===
consensus_distance=9.827



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.531
clique2_consensus_distance=1.427


[E29B20 |   8736/60000 ( 15%) ] Loss: 6.4101 top1=  5.3977

=== Log global consensus distance @ E29B20 ===
consensus_distance=9.718



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.520
clique2_consensus_distance=0.959



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.1251 top1=  9.7456


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.0907 top1=  9.7456


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.0955 top1=  9.7456

Train epoch 30
[E30B0  |    416/60000 (  1%) ] Loss: 6.4292 top1=  5.9659

=== Log global consensus distance @ E30B0 ===
consensus_distance=10.520



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.545
clique2_consensus_distance=4.101


[E30B10 |   4576/60000 (  8%) ] Loss: 6.5371 top1=  5.3977

=== Log global consensus distance @ E30B10 ===
consensus_distance=10.028



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.524
clique2_consensus_distance=2.313


[E30B20 |   8736/60000 ( 15%) ] Loss: 6.4895 top1=  5.3977

=== Log global consensus distance @ E30B20 ===
consensus_distance=7.793



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.359
clique2_consensus_distance=0.653



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.1988 top1=  9.7456


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.1655 top1=  9.7456


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.1677 top1=  9.7456

Train epoch 31
[E31B0  |    416/60000 (  1%) ] Loss: 6.5076 top1=  5.9659

=== Log global consensus distance @ E31B0 ===
consensus_distance=9.616



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.500
clique2_consensus_distance=0.642


[E31B10 |   4576/60000 (  8%) ] Loss: 6.6175 top1=  5.3977

=== Log global consensus distance @ E31B10 ===
consensus_distance=9.623



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.499
clique2_consensus_distance=0.568


[E31B20 |   8736/60000 ( 15%) ] Loss: 6.5707 top1=  5.3977

=== Log global consensus distance @ E31B20 ===
consensus_distance=9.615



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.497
clique2_consensus_distance=0.529



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.2876 top1=  9.7456


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.2493 top1=  9.7456


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.2506 top1=  9.7456

Train epoch 32
[E32B0  |    416/60000 (  1%) ] Loss: 6.5959 top1=  5.9659

=== Log global consensus distance @ E32B0 ===
consensus_distance=9.610



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.496
clique2_consensus_distance=0.510


[E32B10 |   4576/60000 (  8%) ] Loss: 6.7128 top1=  5.3977

=== Log global consensus distance @ E32B10 ===
consensus_distance=9.608



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.495
clique2_consensus_distance=0.501


[E32B20 |   8736/60000 ( 15%) ] Loss: 6.6707 top1=  5.3977

=== Log global consensus distance @ E32B20 ===
consensus_distance=9.606



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.494
clique2_consensus_distance=0.496



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.3928 top1=  9.7456


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.3493 top1=  9.7456


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.3502 top1=  9.7456

Train epoch 33
[E33B0  |    416/60000 (  1%) ] Loss: 6.7014 top1=  5.9659

=== Log global consensus distance @ E33B0 ===
consensus_distance=9.606



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.494
clique2_consensus_distance=0.494


[E33B10 |   4576/60000 (  8%) ] Loss: 3681.6755 top1=  5.3977

=== Log global consensus distance @ E33B10 ===
consensus_distance=7.326



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.463
clique2_consensus_distance=4.079


[E33B20 |   8736/60000 ( 15%) ] Loss: 6.7741 top1=  5.3977

=== Log global consensus distance @ E33B20 ===
consensus_distance=9.977



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.514
clique2_consensus_distance=2.311



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.4855 top1=  9.7456


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.4446 top1=  9.7456


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.4451 top1=  9.7456

Train epoch 34
[E34B0  |    416/60000 (  1%) ] Loss: 6.8020 top1=  5.9659

=== Log global consensus distance @ E34B0 ===
consensus_distance=9.818



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.510
clique2_consensus_distance=1.413


[E34B10 |   4576/60000 (  8%) ] Loss: 6.9248 top1=  5.3977

=== Log global consensus distance @ E34B10 ===
consensus_distance=9.714



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.505
clique2_consensus_distance=0.956


[E34B20 |   8736/60000 ( 15%) ] Loss: 6.8834 top1=  5.3977

=== Log global consensus distance @ E34B20 ===
consensus_distance=9.660



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.501
clique2_consensus_distance=0.726



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.5998 top1=  9.7456


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.5533 top1=  9.7456


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.5540 top1=  9.7456

Train epoch 35
[E35B0  |    416/60000 (  1%) ] Loss: 6.9171 top1=  5.9659

=== Log global consensus distance @ E35B0 ===
consensus_distance=9.633



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.499
clique2_consensus_distance=0.609


[E35B10 |   4576/60000 (  8%) ] Loss: 7.0474 top1=  5.3977

=== Log global consensus distance @ E35B10 ===
consensus_distance=9.619



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.497
clique2_consensus_distance=0.551


[E35B20 |   8736/60000 ( 15%) ] Loss: 7.0104 top1=  5.3977

=== Log global consensus distance @ E35B20 ===
consensus_distance=9.612



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.496
clique2_consensus_distance=0.521



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.7306 top1=  9.7456


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.6787 top1=  9.7456


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.6794 top1=  9.7456

Train epoch 36
[E36B0  |    416/60000 (  1%) ] Loss: 7.0498 top1=  5.9659

=== Log global consensus distance @ E36B0 ===
consensus_distance=9.609



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.495
clique2_consensus_distance=0.507


[E36B10 |   4576/60000 (  8%) ] Loss: 7.1877 top1=  5.3977

=== Log global consensus distance @ E36B10 ===
consensus_distance=9.607



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.494
clique2_consensus_distance=0.499


[E36B20 |   8736/60000 ( 15%) ] Loss: 7.1550 top1=  5.3977

=== Log global consensus distance @ E36B20 ===
consensus_distance=9.606



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.494
clique2_consensus_distance=0.496



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.8781 top1=  9.7456


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.8207 top1=  9.7456


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.8214 top1=  9.7456

Train epoch 37
[E37B0  |    416/60000 (  1%) ] Loss: 7.2001 top1=  5.9659

=== Log global consensus distance @ E37B0 ===
consensus_distance=9.606



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.493
clique2_consensus_distance=0.494


[E37B10 |   4576/60000 (  8%) ] Loss: 7.3459 top1=  5.3977

=== Log global consensus distance @ E37B10 ===
consensus_distance=9.605



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.493
clique2_consensus_distance=0.493


[E37B20 |   8736/60000 ( 15%) ] Loss: 7.3173 top1=  5.3977

=== Log global consensus distance @ E37B20 ===
consensus_distance=9.605



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.493
clique2_consensus_distance=0.493



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=7.0424 top1=  9.7456


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.9795 top1=  9.7456


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.9801 top1=  9.7456

Train epoch 38
[E38B0  |    416/60000 (  1%) ] Loss: 7.3681 top1=  5.9659

=== Log global consensus distance @ E38B0 ===
consensus_distance=9.605



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.493
clique2_consensus_distance=0.493


[E38B10 |   4576/60000 (  8%) ] Loss: 7.5221 top1=  5.3977

=== Log global consensus distance @ E38B10 ===
consensus_distance=9.605



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.493
clique2_consensus_distance=0.493


[E38B20 |   8736/60000 ( 15%) ] Loss: 7.4974 top1=  5.3977

=== Log global consensus distance @ E38B20 ===
consensus_distance=9.605



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.493
clique2_consensus_distance=0.493



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=7.2235 top1=  9.7456


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=7.1550 top1=  9.7456


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.1557 top1=  9.7456

Train epoch 39
[E39B0  |    416/60000 (  1%) ] Loss: 7.5539 top1=  5.9659

=== Log global consensus distance @ E39B0 ===
consensus_distance=9.605



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.493
clique2_consensus_distance=0.493


[E39B10 |   4576/60000 (  8%) ] Loss: 7.7163 top1=  5.3977

=== Log global consensus distance @ E39B10 ===
consensus_distance=9.605



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.493
clique2_consensus_distance=0.493


[E39B20 |   8736/60000 ( 15%) ] Loss: 7.6953 top1=  5.3977

=== Log global consensus distance @ E39B20 ===
consensus_distance=9.605



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.493
clique2_consensus_distance=0.493



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=7.4216 top1=  9.7456


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=7.3475 top1=  9.7456


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.3481 top1=  9.7456

Train epoch 40
[E40B0  |    416/60000 (  1%) ] Loss: 7.7576 top1=  5.9659

=== Log global consensus distance @ E40B0 ===
consensus_distance=9.605



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.493
clique2_consensus_distance=0.493


[E40B10 |   4576/60000 (  8%) ] Loss: 7.9286 top1=  5.3977

=== Log global consensus distance @ E40B10 ===
consensus_distance=9.605



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.493
clique2_consensus_distance=0.493


[E40B20 |   8736/60000 ( 15%) ] Loss: 7.9112 top1=  5.3977

=== Log global consensus distance @ E40B20 ===
consensus_distance=9.605



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.492
clique2_consensus_distance=0.493



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=7.6366 top1=  9.7456


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=7.5569 top1=  9.7456


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.5575 top1=  9.7456

