
=== 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: 2.0171 top1= 48.8636

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.011



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


[E 1B20 |   8736/60000 ( 15%) ] Loss: 1.4021 top1= 63.9205

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.062



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.246



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0772 top1= 28.6358


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3313 top1= 37.4199


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8946 top1= 31.4603

Train epoch 2
[E 2B0  |    416/60000 (  1%) ] Loss: 0.8247 top1= 76.4205

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.129



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.524


[E 2B10 |   4576/60000 (  8%) ] Loss: 0.5287 top1= 83.5227

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.166



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.689


[E 2B20 |   8736/60000 ( 15%) ] Loss: 0.2863 top1= 94.3182

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.180



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.762



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0011 top1= 41.0457


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.5636 top1= 39.6034


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5185 top1= 41.4363

Train epoch 3
[E 3B0  |    416/60000 (  1%) ] Loss: 0.2216 top1= 91.1932

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.174



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.744


[E 3B10 |   4576/60000 (  8%) ] Loss: 0.2317 top1= 92.6136

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.152



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.652


[E 3B20 |   8736/60000 ( 15%) ] Loss: 0.1294 top1= 96.5909

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.126



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.540



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6410 top1= 58.2632


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.6290 top1= 45.9135


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1168 top1= 43.8802

Train epoch 4
[E 4B0  |    416/60000 (  1%) ] Loss: 0.1456 top1= 95.4545

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.102



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.439


[E 4B10 |   4576/60000 (  8%) ] Loss: 0.1901 top1= 94.8864

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.082



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.353


[E 4B20 |   8736/60000 ( 15%) ] Loss: 0.0981 top1= 98.0114

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.067



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.288



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4275 top1= 68.4896


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0417 top1= 47.0553


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7338 top1= 45.4728

Train epoch 5
[E 5B0  |    416/60000 (  1%) ] Loss: 0.1199 top1= 96.8750

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.056



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.241


[E 5B10 |   4576/60000 (  8%) ] Loss: 0.1655 top1= 95.1705

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.048



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.206


[E 5B20 |   8736/60000 ( 15%) ] Loss: 0.0862 top1= 98.5795

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.042



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.181



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3710 top1= 72.3257


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7672 top1= 47.4259


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5495 top1= 49.3690

Train epoch 6
[E 6B0  |    416/60000 (  1%) ] Loss: 0.1016 top1= 97.1591

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.038



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.162


[E 6B10 |   4576/60000 (  8%) ] Loss: 0.1457 top1= 96.0227

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.035



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.148


[E 6B20 |   8736/60000 ( 15%) ] Loss: 0.0771 top1= 98.5795

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.032



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.137



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3644 top1= 74.1286


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6847 top1= 47.7865


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4841 top1= 51.8930

Train epoch 7
[E 7B0  |    416/60000 (  1%) ] Loss: 0.0885 top1= 97.4432

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.030



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.128


[E 7B10 |   4576/60000 (  8%) ] Loss: 0.1302 top1= 96.3068

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.028



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.120


[E 7B20 |   8736/60000 ( 15%) ] Loss: 0.0685 top1= 98.5795

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.027



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.113



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3775 top1= 75.4207


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6182 top1= 48.2772


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4482 top1= 53.5857

Train epoch 8
[E 8B0  |    416/60000 (  1%) ] Loss: 0.0775 top1= 97.7273

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.025



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.107


[E 8B10 |   4576/60000 (  8%) ] Loss: 0.1155 top1= 96.5909

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.024



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.102


[E 8B20 |   8736/60000 ( 15%) ] Loss: 0.0615 top1= 98.5795

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.023



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.098



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4023 top1= 76.2420


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6085 top1= 48.9083


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4453 top1= 55.1683

Train epoch 9
[E 9B0  |    416/60000 (  1%) ] Loss: 0.0674 top1= 98.5795

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.022



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.093


[E 9B10 |   4576/60000 (  8%) ] Loss: 0.1035 top1= 96.8750

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.021



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.090


[E 9B20 |   8736/60000 ( 15%) ] Loss: 0.0554 top1= 98.8636

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.021



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.087



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4279 top1= 76.5625


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6075 top1= 49.5994


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4400 top1= 56.9111

Train epoch 10
[E10B0  |    416/60000 (  1%) ] Loss: 0.0598 top1= 99.1477

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.020



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.083


[E10B10 |   4576/60000 (  8%) ] Loss: 0.0935 top1= 96.8750

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.019



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.081


[E10B20 |   8736/60000 ( 15%) ] Loss: 0.0505 top1= 98.8636

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.019



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.079



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4593 top1= 76.9431


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6118 top1= 50.1603


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4429 top1= 58.3233

Train epoch 11
[E11B0  |    416/60000 (  1%) ] Loss: 0.0526 top1= 99.4318

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.018



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.075


[E11B10 |   4576/60000 (  8%) ] Loss: 0.0842 top1= 97.1591

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.073


[E11B20 |   8736/60000 ( 15%) ] Loss: 0.0452 top1= 99.1477

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.072



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4869 top1= 77.2736


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6184 top1= 50.8714


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4589 top1= 59.3249

Train epoch 12
[E12B0  |    416/60000 (  1%) ] Loss: 0.0466 top1= 99.4318

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.016



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.069


[E12B10 |   4576/60000 (  8%) ] Loss: 0.0764 top1= 97.7273

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.067


[E12B20 |   8736/60000 ( 15%) ] Loss: 0.0417 top1= 99.4318

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.067



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5184 top1= 77.4539


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6344 top1= 51.6026


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4592 top1= 60.7372

Train epoch 13
[E13B0  |    416/60000 (  1%) ] Loss: 0.0417 top1= 99.4318

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.015



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.064


[E13B10 |   4576/60000 (  8%) ] Loss: 0.0683 top1= 98.2955

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.015



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.062


[E13B20 |   8736/60000 ( 15%) ] Loss: 0.0382 top1= 99.4318

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.015



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.062



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5413 top1= 77.8946


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6269 top1= 52.4439


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4674 top1= 61.6186

Train epoch 14
[E14B0  |    416/60000 (  1%) ] Loss: 0.0377 top1= 99.7159

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.014



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059


[E14B10 |   4576/60000 (  8%) ] Loss: 0.0623 top1= 98.5795

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.014



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.058


[E14B20 |   8736/60000 ( 15%) ] Loss: 0.0360 top1= 99.4318

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.014



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5728 top1= 77.9447


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6640 top1= 52.8245


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4776 top1= 62.5100

Train epoch 15
[E15B0  |    416/60000 (  1%) ] Loss: 0.0342 top1= 99.7159

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.013



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.056


[E15B10 |   4576/60000 (  8%) ] Loss: 0.0563 top1= 98.5795

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.013



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055


[E15B20 |   8736/60000 ( 15%) ] Loss: 0.0342 top1= 99.1477

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.013



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.056



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5989 top1= 78.1150


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6769 top1= 53.6158


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4791 top1= 63.5216

Train epoch 16
[E16B0  |    416/60000 (  1%) ] Loss: 0.0309 top1= 99.7159

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.053


[E16B10 |   4576/60000 (  8%) ] Loss: 0.0514 top1= 99.1477

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052


[E16B20 |   8736/60000 ( 15%) ] Loss: 0.0319 top1= 99.7159

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.013



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6223 top1= 78.1851


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6972 top1= 54.1867


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4863 top1= 64.0525

Train epoch 17
[E17B0  |    416/60000 (  1%) ] Loss: 0.0285 top1=100.0000

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.050


[E17B10 |   4576/60000 (  8%) ] Loss: 0.0464 top1= 99.1477

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.050


[E17B20 |   8736/60000 ( 15%) ] Loss: 0.0308 top1= 99.4318

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6439 top1= 78.3353


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7106 top1= 54.6575


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4807 top1= 64.8037

Train epoch 18
[E18B0  |    416/60000 (  1%) ] Loss: 0.0275 top1=100.0000

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.048


[E18B10 |   4576/60000 (  8%) ] Loss: 0.0427 top1= 99.1477

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.048


[E18B20 |   8736/60000 ( 15%) ] Loss: 0.0299 top1= 99.4318

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.051



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6648 top1= 78.4155


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7165 top1= 55.4287


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5009 top1= 65.3345

Train epoch 19
[E19B0  |    416/60000 (  1%) ] Loss: 0.0258 top1=100.0000

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047


[E19B10 |   4576/60000 (  8%) ] Loss: 0.0416 top1= 98.8636

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.046


[E19B20 |   8736/60000 ( 15%) ] Loss: 0.0291 top1= 99.4318

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.050



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6847 top1= 78.4455


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7395 top1= 55.8594


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5023 top1= 65.7151

Train epoch 20
[E20B0  |    416/60000 (  1%) ] Loss: 0.0254 top1=100.0000

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.046


[E20B10 |   4576/60000 (  8%) ] Loss: 0.0404 top1= 98.5795

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.046


[E20B20 |   8736/60000 ( 15%) ] Loss: 0.0242 top1= 99.7159

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.051



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7055 top1= 78.4756


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7233 top1= 57.0813


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5280 top1= 65.9555

Train epoch 21
[E21B0  |    416/60000 (  1%) ] Loss: 0.0265 top1=100.0000

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.045


[E21B10 |   4576/60000 (  8%) ] Loss: 0.0410 top1= 98.5795

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.046


[E21B20 |   8736/60000 ( 15%) ] Loss: 0.0211 top1= 99.7159

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.051



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7296 top1= 78.3754


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7504 top1= 57.4018


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5558 top1= 66.2059

Train epoch 22
[E22B0  |    416/60000 (  1%) ] Loss: 0.0303 top1= 99.4318

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.045


[E22B10 |   4576/60000 (  8%) ] Loss: 0.0444 top1= 98.5795

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.048


[E22B20 |   8736/60000 ( 15%) ] Loss: 0.0184 top1= 99.7159

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7386 top1= 78.6058


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7054 top1= 58.2732


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6567 top1= 65.4948

Train epoch 23
[E23B0  |    416/60000 (  1%) ] Loss: 0.0284 top1= 99.4318

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047


[E23B10 |   4576/60000 (  8%) ] Loss: 0.0684 top1= 97.1591

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.051


[E23B20 |   8736/60000 ( 15%) ] Loss: 0.0190 top1= 99.7159

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.013



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7456 top1= 78.7059


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7112 top1= 58.6238


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7759 top1= 64.2328

Train epoch 24
[E24B0  |    416/60000 (  1%) ] Loss: 0.0396 top1= 99.1477

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052


[E24B10 |   4576/60000 (  8%) ] Loss: 0.0848 top1= 97.1591

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.013



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.057


[E24B20 |   8736/60000 ( 15%) ] Loss: 0.0218 top1= 99.4318

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.014



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.060



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7094 top1= 79.3770


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6653 top1= 59.7556


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6273 top1= 64.5533

Train epoch 25
[E25B0  |    416/60000 (  1%) ] Loss: 0.0145 top1=100.0000

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.014



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059


[E25B10 |   4576/60000 (  8%) ] Loss: 0.0639 top1= 97.4432

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.015



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.064


[E25B20 |   8736/60000 ( 15%) ] Loss: 0.0381 top1= 98.5795

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.015



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.064



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7357 top1= 80.0581


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6268 top1= 60.4968


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8443 top1= 64.1627

Train epoch 26
[E26B0  |    416/60000 (  1%) ] Loss: 0.0270 top1= 99.7159

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.015



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063


[E26B10 |   4576/60000 (  8%) ] Loss: 0.0263 top1= 99.4318

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.069


[E26B20 |   8736/60000 ( 15%) ] Loss: 0.0330 top1= 98.8636

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.066



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7302 top1= 80.8994


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5459 top1= 61.7188


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2262 top1= 60.2264

Train epoch 27
[E27B0  |    416/60000 (  1%) ] Loss: 0.0466 top1= 98.0114

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.016



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.068


[E27B10 |   4576/60000 (  8%) ] Loss: 0.0444 top1= 98.2955

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.070


[E27B20 |   8736/60000 ( 15%) ] Loss: 0.0239 top1= 99.4318

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.071



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6808 top1= 81.2700


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4828 top1= 62.8706


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0295 top1= 60.5669

Train epoch 28
[E28B0  |    416/60000 (  1%) ] Loss: 0.0203 top1= 99.4318

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.073


[E28B10 |   4576/60000 (  8%) ] Loss: 0.0589 top1= 97.7273

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.014



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.061


[E28B20 |   8736/60000 ( 15%) ] Loss: 0.0310 top1= 99.1477

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.071



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6929 top1= 80.3486


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3651 top1= 64.4131


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5807 top1= 66.9371

Train epoch 29
[E29B0  |    416/60000 (  1%) ] Loss: 0.0215 top1= 99.7159

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.013



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.056


[E29B10 |   4576/60000 (  8%) ] Loss: 0.0448 top1= 98.5795

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.013



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055


[E29B20 |   8736/60000 ( 15%) ] Loss: 0.0131 top1= 99.7159

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.013



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6797 top1= 80.9796


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4588 top1= 63.4215


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6498 top1= 66.6066

Train epoch 30
[E30B0  |    416/60000 (  1%) ] Loss: 0.0302 top1= 99.1477

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.049


[E30B10 |   4576/60000 (  8%) ] Loss: 0.0392 top1= 98.8636

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.045


[E30B20 |   8736/60000 ( 15%) ] Loss: 0.0120 top1=100.0000

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.048



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6806 top1= 80.7592


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4805 top1= 63.8221


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6675 top1= 66.5064

Train epoch 31
[E31B0  |    416/60000 (  1%) ] Loss: 0.0353 top1= 98.8636

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.046


[E31B10 |   4576/60000 (  8%) ] Loss: 0.0269 top1= 99.7159

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.044


[E31B20 |   8736/60000 ( 15%) ] Loss: 0.0111 top1=100.0000

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7200 top1= 80.5188


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6769 top1= 61.7788


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6879 top1= 67.2576

Train epoch 32
[E32B0  |    416/60000 (  1%) ] Loss: 0.0178 top1= 99.7159

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.048


[E32B10 |   4576/60000 (  8%) ] Loss: 0.0144 top1=100.0000

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.041


[E32B20 |   8736/60000 ( 15%) ] Loss: 0.0153 top1= 99.7159

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.042



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7687 top1= 79.8678


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8207 top1= 61.1579


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7226 top1= 67.6683

Train epoch 33
[E33B0  |    416/60000 (  1%) ] Loss: 0.0294 top1= 98.8636

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.046


[E33B10 |   4576/60000 (  8%) ] Loss: 0.0210 top1= 99.4318

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.042


[E33B20 |   8736/60000 ( 15%) ] Loss: 0.0258 top1= 99.7159

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7249 top1= 81.2300


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3143 top1= 65.7752


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6851 top1= 68.6098

Train epoch 34
[E34B0  |    416/60000 (  1%) ] Loss: 0.0106 top1=100.0000

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.010



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.041


[E34B10 |   4576/60000 (  8%) ] Loss: 0.0220 top1= 99.4318

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.041


[E34B20 |   8736/60000 ( 15%) ] Loss: 0.0196 top1= 99.7159

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7602 top1= 81.4103


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3328 top1= 66.1358


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6158 top1= 69.9119

Train epoch 35
[E35B0  |    416/60000 (  1%) ] Loss: 0.0117 top1=100.0000

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037


[E35B10 |   4576/60000 (  8%) ] Loss: 0.0135 top1=100.0000

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034


[E35B20 |   8736/60000 ( 15%) ] Loss: 0.0085 top1=100.0000

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8031 top1= 81.1799


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3600 top1= 66.7167


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6187 top1= 70.1923

Train epoch 36
[E36B0  |    416/60000 (  1%) ] Loss: 0.0104 top1=100.0000

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E36B10 |   4576/60000 (  8%) ] Loss: 0.0123 top1= 99.7159

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E36B20 |   8736/60000 ( 15%) ] Loss: 0.0092 top1=100.0000

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7945 top1= 81.3902


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4286 top1= 65.8554


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6332 top1= 70.1923

Train epoch 37
[E37B0  |    416/60000 (  1%) ] Loss: 0.0076 top1=100.0000

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E37B10 |   4576/60000 (  8%) ] Loss: 0.0119 top1=100.0000

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E37B20 |   8736/60000 ( 15%) ] Loss: 0.0095 top1=100.0000

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7995 top1= 81.3101


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4029 top1= 66.4864


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6475 top1= 70.0020

Train epoch 38
[E38B0  |    416/60000 (  1%) ] Loss: 0.0080 top1=100.0000

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E38B10 |   4576/60000 (  8%) ] Loss: 0.0113 top1= 99.7159

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E38B20 |   8736/60000 ( 15%) ] Loss: 0.0086 top1=100.0000

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8325 top1= 80.8894


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5662 top1= 64.7837


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6495 top1= 70.0721

Train epoch 39
[E39B0  |    416/60000 (  1%) ] Loss: 0.0079 top1=100.0000

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E39B10 |   4576/60000 (  8%) ] Loss: 0.0109 top1= 99.7159

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E39B20 |   8736/60000 ( 15%) ] Loss: 0.0063 top1=100.0000

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8275 top1= 81.1498


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5624 top1= 64.8938


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6111 top1= 70.6130

Train epoch 40
[E40B0  |    416/60000 (  1%) ] Loss: 0.0082 top1=100.0000

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E40B10 |   4576/60000 (  8%) ] Loss: 0.0083 top1=100.0000

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E40B20 |   8736/60000 ( 15%) ] Loss: 0.0059 top1=100.0000

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8382 top1= 81.0998


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6544 top1= 64.2929


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5808 top1= 71.2240

