
=== 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)

=== Start adding graph ===
TwoCliquesWithByzantine(m=5,b=1)

Train epoch 1
[E 1B0  |    384/60000 (  1%) ] Loss: 2.3028 top1=  8.5227

=== Peeking data label distribution E1B0 ===
Worker 0 has targets: tensor([9, 8, 5, 7, 7], device='cuda:0')
Worker 1 has targets: tensor([3, 9, 0, 3, 0], device='cuda:0')
Worker 2 has targets: tensor([5, 4, 2, 3, 6], device='cuda:0')
Worker 3 has targets: tensor([4, 0, 1, 5, 7], device='cuda:0')
Worker 4 has targets: tensor([7, 6, 6, 1, 8], device='cuda:0')
Worker 5 has targets: tensor([4, 8, 5, 6, 9], device='cuda:0')
Worker 6 has targets: tensor([9, 9, 5, 0, 2], device='cuda:0')
Worker 7 has targets: tensor([6, 9, 4, 1, 1], device='cuda:0')
Worker 8 has targets: tensor([8, 3, 7, 4, 0], device='cuda:0')
Worker 9 has targets: tensor([8, 1, 4, 4, 7], device='cuda:0')
Worker 10 has targets: tensor([7, 3, 1, 0, 9], device='cuda:0')
Worker 11 has targets: tensor([4, 2, 8, 0, 2], 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: 2.2924 top1= 13.6364

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.000



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


[E 1B20 |   8064/60000 ( 13%) ] Loss: 2.2822 top1= 15.6250

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2766 top1= 17.9988


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2766 top1= 18.3994


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2766 top1= 17.6182

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 2.2749 top1= 14.2045

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E 2B10 |   4224/60000 (  7%) ] Loss: 2.2658 top1= 19.8864

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E 2B20 |   8064/60000 ( 13%) ] Loss: 2.2534 top1= 19.8864

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2492 top1= 26.9231


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2492 top1= 27.2236


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2493 top1= 26.7027

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 2.2471 top1= 18.7500

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E 3B10 |   4224/60000 (  7%) ] Loss: 2.2381 top1= 27.5568

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E 3B20 |   8064/60000 ( 13%) ] Loss: 2.2231 top1= 26.4205

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2194 top1= 31.2700


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2194 top1= 31.7007


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2194 top1= 30.8093

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 2.2175 top1= 27.2727

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E 4B10 |   4224/60000 (  7%) ] Loss: 2.2079 top1= 30.3977

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E 4B20 |   8064/60000 ( 13%) ] Loss: 2.1901 top1= 30.6818

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1866 top1= 39.3930


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1866 top1= 39.3129


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1865 top1= 38.6919

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 2.1855 top1= 32.6705

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E 5B10 |   4224/60000 (  7%) ] Loss: 2.1747 top1= 34.9432

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E 5B20 |   8064/60000 ( 13%) ] Loss: 2.1536 top1= 36.9318

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1504 top1= 44.3009


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1505 top1= 44.5913


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1503 top1= 43.9603

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 2.1506 top1= 35.5114

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E 6B10 |   4224/60000 (  7%) ] Loss: 2.1380 top1= 39.2045

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E 6B20 |   8064/60000 ( 13%) ] Loss: 2.1133 top1= 42.0455

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1101 top1= 48.1270


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1101 top1= 48.4876


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1101 top1= 47.3958

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 2.1119 top1= 38.3523

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E 7B10 |   4224/60000 (  7%) ] Loss: 2.0967 top1= 43.4659

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E 7B20 |   8064/60000 ( 13%) ] Loss: 2.0684 top1= 47.1591

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0648 top1= 51.9231


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0648 top1= 52.3037


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0648 top1= 51.2720

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 2.0688 top1= 41.4773

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E 8B10 |   4224/60000 (  7%) ] Loss: 2.0501 top1= 47.1591

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E 8B20 |   8064/60000 ( 13%) ] Loss: 2.0184 top1= 51.1364

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0141 top1= 55.7192


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0141 top1= 56.0096


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0141 top1= 54.9079

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 2.0199 top1= 45.1705

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E 9B10 |   4224/60000 (  7%) ] Loss: 1.9977 top1= 50.0000

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E 9B20 |   8064/60000 ( 13%) ] Loss: 1.9626 top1= 53.6932

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9572 top1= 58.9343


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9573 top1= 59.2849


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9572 top1= 58.3734

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 1.9654 top1= 48.8636

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E10B10 |   4224/60000 (  7%) ] Loss: 1.9397 top1= 53.6932

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E10B20 |   8064/60000 ( 13%) ] Loss: 1.9009 top1= 56.5341

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8938 top1= 61.7989


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8938 top1= 62.0393


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8938 top1= 61.1779

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 1.9048 top1= 53.1250

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E11B10 |   4224/60000 (  7%) ] Loss: 1.8752 top1= 55.3977

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E11B20 |   8064/60000 ( 13%) ] Loss: 1.8328 top1= 59.0909

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8231 top1= 64.2829


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8231 top1= 64.4331


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8232 top1= 63.7019

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 1.8382 top1= 56.2500

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E12B10 |   4224/60000 (  7%) ] Loss: 1.8040 top1= 56.8182

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E12B20 |   8064/60000 ( 13%) ] Loss: 1.7583 top1= 59.6591

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7444 top1= 66.6667


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7445 top1= 66.9571


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7444 top1= 66.3261

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 1.7648 top1= 60.2273

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E13B10 |   4224/60000 (  7%) ] Loss: 1.7268 top1= 58.2386

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E13B20 |   8064/60000 ( 13%) ] Loss: 1.6768 top1= 61.0795

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6581 top1= 69.0004


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6581 top1= 68.9704


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6582 top1= 68.5397

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 1.6848 top1= 62.5000

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E14B10 |   4224/60000 (  7%) ] Loss: 1.6442 top1= 60.5114

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E14B20 |   8064/60000 ( 13%) ] Loss: 1.5898 top1= 62.5000

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5660 top1= 70.7532


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5660 top1= 70.8834


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5663 top1= 70.5429

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 1.5997 top1= 65.0568

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E15B10 |   4224/60000 (  7%) ] Loss: 1.5577 top1= 63.9205

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E15B20 |   8064/60000 ( 13%) ] Loss: 1.4989 top1= 64.7727

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4700 top1= 73.1270


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4699 top1= 72.8466


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4706 top1= 72.8566

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 1.5112 top1= 66.7614

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E16B10 |   4224/60000 (  7%) ] Loss: 1.4691 top1= 65.3409

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E16B20 |   8064/60000 ( 13%) ] Loss: 1.4069 top1= 67.8977

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3725 top1= 74.9800


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3723 top1= 74.7496


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3733 top1= 74.9199

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 1.4217 top1= 69.8864

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E17B10 |   4224/60000 (  7%) ] Loss: 1.3807 top1= 67.6136

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E17B20 |   8064/60000 ( 13%) ] Loss: 1.3163 top1= 69.8864

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2763 top1= 76.4724


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2762 top1= 76.4022


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2771 top1= 76.4623

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 1.3339 top1= 70.4545

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E18B10 |   4224/60000 (  7%) ] Loss: 1.2953 top1= 70.1705

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E18B20 |   8064/60000 ( 13%) ] Loss: 1.2296 top1= 70.7386

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1843 top1= 78.2352


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1843 top1= 77.9547


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1850 top1= 78.2552

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 1.2503 top1= 70.1705

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E19B10 |   4224/60000 (  7%) ] Loss: 1.2148 top1= 71.5909

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E19B20 |   8064/60000 ( 13%) ] Loss: 1.1487 top1= 72.7273

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0985 top1= 79.3670


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0986 top1= 79.1767


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0992 top1= 79.4171

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 1.1729 top1= 71.0227

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E20B10 |   4224/60000 (  7%) ] Loss: 1.1406 top1= 73.0114

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E20B20 |   8064/60000 ( 13%) ] Loss: 1.0744 top1= 73.0114

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0202 top1= 80.4788


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0204 top1= 80.2384


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0209 top1= 80.4788

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 1.1022 top1= 72.1591

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E21B10 |   4224/60000 (  7%) ] Loss: 1.0730 top1= 74.1477

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E21B20 |   8064/60000 ( 13%) ] Loss: 1.0073 top1= 75.2841

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9500 top1= 81.3201


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9503 top1= 81.2099


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9506 top1= 81.4704

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 1.0388 top1= 72.7273

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E22B10 |   4224/60000 (  7%) ] Loss: 1.0123 top1= 76.1364

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.9471 top1= 76.1364

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8877 top1= 82.1514


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8881 top1= 82.0112


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8882 top1= 82.3017

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.9820 top1= 73.2955

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E23B10 |   4224/60000 (  7%) ] Loss: 0.9582 top1= 77.2727

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.8936 top1= 76.9886

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8327 top1= 82.8726


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8332 top1= 82.8125


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8330 top1= 82.9327

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.9316 top1= 74.7159

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E24B10 |   4224/60000 (  7%) ] Loss: 0.9098 top1= 78.6932

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.8461 top1= 77.5568

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7843 top1= 83.4836


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7850 top1= 83.2232


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7845 top1= 83.6138

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.8868 top1= 76.1364

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E25B10 |   4224/60000 (  7%) ] Loss: 0.8668 top1= 80.1136

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.8038 top1= 78.4091

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7417 top1= 84.0144


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7425 top1= 83.8542


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7418 top1= 84.1446

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.8469 top1= 76.4205

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E26B10 |   4224/60000 (  7%) ] Loss: 0.8283 top1= 80.9659

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.7661 top1= 78.4091

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7043 top1= 84.5052


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7052 top1= 84.3750


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7043 top1= 84.6755

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.8113 top1= 77.2727

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E27B10 |   4224/60000 (  7%) ] Loss: 0.7940 top1= 81.2500

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.7325 top1= 79.2614

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6714 top1= 84.9760


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6724 top1= 84.7957


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6714 top1= 85.1062

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.7795 top1= 78.4091

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E28B10 |   4224/60000 (  7%) ] Loss: 0.7633 top1= 81.5341

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.7024 top1= 79.8295

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6424 top1= 85.4067


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6434 top1= 85.1562


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6424 top1= 85.5068

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.7507 top1= 78.6932

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E29B10 |   4224/60000 (  7%) ] Loss: 0.7359 top1= 82.3864

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.6752 top1= 80.3977

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6167 top1= 85.6771


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6178 top1= 85.5869


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6167 top1= 85.7572

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.7246 top1= 79.2614

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E30B10 |   4224/60000 (  7%) ] Loss: 0.7111 top1= 82.9545

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.6504 top1= 80.3977

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5939 top1= 85.9575


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5949 top1= 85.8674


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5938 top1= 86.0276

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.7010 top1= 80.1136

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E31B10 |   4224/60000 (  7%) ] Loss: 0.6887 top1= 83.5227

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.6278 top1= 81.2500

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5735 top1= 86.3181


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5745 top1= 86.2280


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5734 top1= 86.3982

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.6794 top1= 80.9659

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E32B10 |   4224/60000 (  7%) ] Loss: 0.6684 top1= 83.5227

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.6071 top1= 81.5341

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5552 top1= 86.7388


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5562 top1= 86.5385


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5551 top1= 86.8289

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.6597 top1= 81.5341

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E33B10 |   4224/60000 (  7%) ] Loss: 0.6501 top1= 84.6591

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.5882 top1= 82.1023

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5386 top1= 87.0693


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5397 top1= 86.9291


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5385 top1= 87.0292

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.6417 top1= 82.3864

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E34B10 |   4224/60000 (  7%) ] Loss: 0.6333 top1= 85.2273

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.5707 top1= 82.6705

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5237 top1= 87.2596


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5248 top1= 87.2496


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5236 top1= 87.3097

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.6251 top1= 82.9545

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E35B10 |   4224/60000 (  7%) ] Loss: 0.6180 top1= 85.2273

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.5545 top1= 83.2386

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5101 top1= 87.5701


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5112 top1= 87.4399


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5100 top1= 87.5901

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.6097 top1= 83.8068

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E36B10 |   4224/60000 (  7%) ] Loss: 0.6039 top1= 85.7955

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.5396 top1= 83.2386

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4977 top1= 87.7103


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4988 top1= 87.6402


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4976 top1= 87.8506

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.5954 top1= 83.5227

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E37B10 |   4224/60000 (  7%) ] Loss: 0.5909 top1= 86.9318

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.5257 top1= 83.5227

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4864 top1= 87.9607


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4874 top1= 87.7905


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4863 top1= 87.9207

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.5821 top1= 83.5227

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E38B10 |   4224/60000 (  7%) ] Loss: 0.5788 top1= 86.6477

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.5128 top1= 84.3750

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4760 top1= 88.1210


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4770 top1= 87.9006


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4760 top1= 88.0809

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.5698 top1= 84.0909

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E39B10 |   4224/60000 (  7%) ] Loss: 0.5675 top1= 86.9318

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.5007 top1= 84.6591

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4664 top1= 88.2212


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4675 top1= 88.0609


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4664 top1= 88.2312

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.5582 top1= 84.0909

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E40B10 |   4224/60000 (  7%) ] Loss: 0.5570 top1= 87.2159

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.4894 top1= 84.6591

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4576 top1= 88.3113


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4586 top1= 88.1611


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4576 top1= 88.3213

