
=== 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: 2.3051 top1=  8.5227

=== Peeking data label distribution E1B0 ===
Worker 0 has targets: tensor([9, 9, 2, 5, 8], device='cuda:0')
Worker 1 has targets: tensor([3, 4, 1, 1, 9], device='cuda:0')
Worker 2 has targets: tensor([5, 0, 6, 6, 2], device='cuda:0')
Worker 3 has targets: tensor([4, 6, 5, 0, 1], device='cuda:0')
Worker 4 has targets: tensor([7, 8, 5, 1, 0], device='cuda:0')
Worker 5 has targets: tensor([4, 9, 4, 4, 7], device='cuda:0')
Worker 6 has targets: tensor([9, 9, 7, 4, 9], device='cuda:0')
Worker 7 has targets: tensor([6, 3, 4, 0, 2], device='cuda:0')
Worker 8 has targets: tensor([8, 1, 1, 0, 6], device='cuda:0')
Worker 9 has targets: tensor([8, 3, 8, 7, 8], device='cuda:0')
Worker 10 has targets: tensor([7, 2, 7, 0, 7], device='cuda:0')
Worker 11 has targets: tensor([4, 5, 3, 6, 7], device='cuda:0')
Worker 12 has targets: tensor([8, 0, 3, 7, 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 |   4576/60000 (  8%) ] Loss: 2.2657 top1= 17.8977

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



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 1B20 |   8736/60000 ( 15%) ] Loss: 2.1734 top1= 32.9545

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0168 top1= 51.2320


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0123 top1= 52.7945


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0201 top1= 49.7796

Train epoch 2
[E 2B0  |    416/60000 (  1%) ] Loss: 2.0068 top1= 45.4545

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E 2B10 |   4576/60000 (  8%) ] Loss: 1.7646 top1= 54.5455

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E 2B20 |   8736/60000 ( 15%) ] Loss: 1.4378 top1= 62.7841

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0017 top1= 76.5425


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9911 top1= 78.1450


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0121 top1= 75.9615

Train epoch 3
[E 3B0  |    416/60000 (  1%) ] Loss: 1.1059 top1= 67.8977

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E 3B10 |   4576/60000 (  8%) ] Loss: 0.7322 top1= 78.4091

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E 3B20 |   8736/60000 ( 15%) ] Loss: 0.6605 top1= 79.2614

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4743 top1= 86.1078


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4725 top1= 86.5986


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4821 top1= 85.4968

Train epoch 4
[E 4B0  |    416/60000 (  1%) ] Loss: 0.5499 top1= 83.8068

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E 4B10 |   4576/60000 (  8%) ] Loss: 0.4228 top1= 85.7955

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.041


[E 4B20 |   8736/60000 ( 15%) ] Loss: 0.4591 top1= 86.0795

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3843 top1= 88.4716


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3814 top1= 88.8622


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3910 top1= 88.2612

Train epoch 5
[E 5B0  |    416/60000 (  1%) ] Loss: 0.3819 top1= 88.3523

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.013



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054


[E 5B10 |   4576/60000 (  8%) ] Loss: 0.3205 top1= 91.1932

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.014



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059


[E 5B20 |   8736/60000 ( 15%) ] Loss: 0.3784 top1= 90.3409

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.015



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3376 top1= 89.8037


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3361 top1= 90.0040


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3465 top1= 89.5533

Train epoch 6
[E 6B0  |    416/60000 (  1%) ] Loss: 0.3101 top1= 90.0568

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.016



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.066


[E 6B10 |   4576/60000 (  8%) ] Loss: 0.2584 top1= 93.7500

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.069


[E 6B20 |   8736/60000 ( 15%) ] Loss: 0.3237 top1= 92.0455

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.071



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3125 top1= 90.6450


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3103 top1= 90.7552


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3214 top1= 90.4046

Train epoch 7
[E 7B0  |    416/60000 (  1%) ] Loss: 0.2679 top1= 92.0455

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.073


[E 7B10 |   4576/60000 (  8%) ] Loss: 0.2244 top1= 93.7500

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.018



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.074


[E 7B20 |   8736/60000 ( 15%) ] Loss: 0.2801 top1= 91.1932

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.018



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.075



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2924 top1= 91.4363


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2911 top1= 91.5565


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3000 top1= 90.9956

Train epoch 8
[E 8B0  |    416/60000 (  1%) ] Loss: 0.2314 top1= 94.3182

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.018



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.075


[E 8B10 |   4576/60000 (  8%) ] Loss: 0.2001 top1= 94.0341

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.018



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.075


[E 8B20 |   8736/60000 ( 15%) ] Loss: 0.2455 top1= 93.1818

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.018



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.076



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2789 top1= 91.7368


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2772 top1= 91.9271


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2855 top1= 91.4062

Train epoch 9
[E 9B0  |    416/60000 (  1%) ] Loss: 0.2033 top1= 94.6023

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.018



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.075


[E 9B10 |   4576/60000 (  8%) ] Loss: 0.1777 top1= 94.3182

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.018



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.076


[E 9B20 |   8736/60000 ( 15%) ] Loss: 0.2111 top1= 94.0341

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.018



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.075



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2672 top1= 92.0172


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2665 top1= 92.1374


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2735 top1= 91.7568

Train epoch 10
[E10B0  |    416/60000 (  1%) ] Loss: 0.1772 top1= 94.8864

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.018



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.075


[E10B10 |   4576/60000 (  8%) ] Loss: 0.1583 top1= 94.8864

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.018



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.075


[E10B20 |   8736/60000 ( 15%) ] Loss: 0.1845 top1= 94.3182

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.074



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2600 top1= 92.2576


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2593 top1= 92.4079


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2655 top1= 92.1174

Train epoch 11
[E11B0  |    416/60000 (  1%) ] Loss: 0.1553 top1= 95.7386

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.074


[E11B10 |   4576/60000 (  8%) ] Loss: 0.1383 top1= 96.3068

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



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.074


[E11B20 |   8736/60000 ( 15%) ] Loss: 0.1613 top1= 95.7386

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



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.073



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2546 top1= 92.4579


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2546 top1= 92.5881


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2586 top1= 92.2977

Train epoch 12
[E12B0  |    416/60000 (  1%) ] Loss: 0.1366 top1= 96.0227

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.073


[E12B10 |   4576/60000 (  8%) ] Loss: 0.1207 top1= 97.7273

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.073


[E12B20 |   8736/60000 ( 15%) ] Loss: 0.1403 top1= 96.3068

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.072



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2506 top1= 92.5581


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2515 top1= 92.6282


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2541 top1= 92.4479

Train epoch 13
[E13B0  |    416/60000 (  1%) ] Loss: 0.1211 top1= 96.8750

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.071


[E13B10 |   4576/60000 (  8%) ] Loss: 0.1054 top1= 98.0114

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.071


[E13B20 |   8736/60000 ( 15%) ] Loss: 0.1223 top1= 96.8750

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.070



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2478 top1= 92.6583


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2510 top1= 92.6683


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2491 top1= 92.6182

Train epoch 14
[E14B0  |    416/60000 (  1%) ] Loss: 0.1068 top1= 97.1591

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.016



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.069


[E14B10 |   4576/60000 (  8%) ] Loss: 0.0901 top1= 98.2955

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.069


[E14B20 |   8736/60000 ( 15%) ] Loss: 0.1100 top1= 96.8750

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.068



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2456 top1= 92.7484


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2506 top1= 92.7384


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2456 top1= 92.6883

Train epoch 15
[E15B0  |    416/60000 (  1%) ] Loss: 0.0938 top1= 97.4432

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.016



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.067


[E15B10 |   4576/60000 (  8%) ] Loss: 0.0787 top1= 98.5795

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.067


[E15B20 |   8736/60000 ( 15%) ] Loss: 0.0980 top1= 97.1591

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.015



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.066



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2445 top1= 92.8886


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2502 top1= 92.8786


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2430 top1= 92.9287

Train epoch 16
[E16B0  |    416/60000 (  1%) ] Loss: 0.0806 top1= 97.4432

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.015



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.065


[E16B10 |   4576/60000 (  8%) ] Loss: 0.0689 top1= 98.5795

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.015



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.064


[E16B20 |   8736/60000 ( 15%) ] Loss: 0.0871 top1= 98.0114

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.015



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.064



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2448 top1= 93.0489


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2517 top1= 92.9688


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2439 top1= 92.9988

Train epoch 17
[E17B0  |    416/60000 (  1%) ] Loss: 0.0686 top1= 98.8636

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.014



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.062


[E17B10 |   4576/60000 (  8%) ] Loss: 0.0599 top1= 98.8636

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.014



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.061


[E17B20 |   8736/60000 ( 15%) ] Loss: 0.0783 top1= 98.0114

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.014



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.061



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2448 top1= 93.1691


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2537 top1= 92.9688


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2417 top1= 93.1891

Train epoch 18
[E18B0  |    416/60000 (  1%) ] Loss: 0.0597 top1= 98.8636

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.014



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059


[E18B10 |   4576/60000 (  8%) ] Loss: 0.0539 top1= 98.8636

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.014



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059


[E18B20 |   8736/60000 ( 15%) ] Loss: 0.0704 top1= 98.2955

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.014



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.058



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2481 top1= 93.0489


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2586 top1= 92.7584


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2445 top1= 93.1490

Train epoch 19
[E19B0  |    416/60000 (  1%) ] Loss: 0.0535 top1= 99.1477

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.013



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.057


[E19B10 |   4576/60000 (  8%) ] Loss: 0.0448 top1= 98.8636

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.013



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.057


[E19B20 |   8736/60000 ( 15%) ] Loss: 0.0662 top1= 98.5795

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.013



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.056



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2476 top1= 93.0889


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2581 top1= 92.9287


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2456 top1= 93.1190

Train epoch 20
[E20B0  |    416/60000 (  1%) ] Loss: 0.0498 top1= 99.4318

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.013



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055


[E20B10 |   4576/60000 (  8%) ] Loss: 0.0379 top1= 99.1477

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.013



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054


[E20B20 |   8736/60000 ( 15%) ] Loss: 0.0637 top1= 98.8636

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



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2510 top1= 93.0889


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2603 top1= 92.9087


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2489 top1= 93.1390

Train epoch 21
[E21B0  |    416/60000 (  1%) ] Loss: 0.0449 top1= 99.7159

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.053


[E21B10 |   4576/60000 (  8%) ] Loss: 0.0358 top1= 99.1477

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.053


[E21B20 |   8736/60000 ( 15%) ] Loss: 0.0583 top1= 98.8636

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



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.053



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2519 top1= 93.2893


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2568 top1= 93.1490


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2572 top1= 93.0990

Train epoch 22
[E22B0  |    416/60000 (  1%) ] Loss: 0.0460 top1= 99.1477

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.051


[E22B10 |   4576/60000 (  8%) ] Loss: 0.0353 top1= 99.1477

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



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052


[E22B20 |   8736/60000 ( 15%) ] Loss: 0.0532 top1= 98.8636

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



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.051



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2575 top1= 93.2091


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2565 top1= 93.1991


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2660 top1= 92.9387

Train epoch 23
[E23B0  |    416/60000 (  1%) ] Loss: 0.0421 top1= 99.4318

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.050


[E23B10 |   4576/60000 (  8%) ] Loss: 0.0294 top1= 99.4318

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



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052


[E23B20 |   8736/60000 ( 15%) ] Loss: 0.0464 top1= 99.1477

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.051



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2698 top1= 92.8586


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2618 top1= 93.1090


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2864 top1= 92.6282

Train epoch 24
[E24B0  |    416/60000 (  1%) ] Loss: 0.0438 top1= 98.8636

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



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.051


[E24B10 |   4576/60000 (  8%) ] Loss: 0.0329 top1= 99.1477

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.053


[E24B20 |   8736/60000 ( 15%) ] Loss: 0.0479 top1= 98.5795

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2780 top1= 92.6783


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2632 top1= 93.0589


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3085 top1= 92.1174

Train epoch 25
[E25B0  |    416/60000 (  1%) ] Loss: 0.0483 top1= 99.4318

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.053


[E25B10 |   4576/60000 (  8%) ] Loss: 0.0305 top1= 99.4318

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.013



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054


[E25B20 |   8736/60000 ( 15%) ] Loss: 0.0456 top1= 98.5795

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.013



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2888 top1= 92.3478


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2856 top1= 92.5881


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3287 top1= 91.6667

Train epoch 26
[E26B0  |    416/60000 (  1%) ] Loss: 0.0508 top1= 98.8636

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054


[E26B10 |   4576/60000 (  8%) ] Loss: 0.0206 top1= 99.7159

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.013



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055


[E26B20 |   8736/60000 ( 15%) ] Loss: 0.0529 top1= 98.0114

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.053



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2775 top1= 92.7384


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3001 top1= 92.2676


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3230 top1= 91.7969

Train epoch 27
[E27B0  |    416/60000 (  1%) ] Loss: 0.0398 top1= 99.1477

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054


[E27B10 |   4576/60000 (  8%) ] Loss: 0.0248 top1= 99.4318

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.013



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.056


[E27B20 |   8736/60000 ( 15%) ] Loss: 0.0617 top1= 98.0114

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.013



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2616 top1= 93.1791


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2909 top1= 92.5481


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2902 top1= 92.5280

Train epoch 28
[E28B0  |    416/60000 (  1%) ] Loss: 0.0350 top1= 99.7159

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.013



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.058


[E28B10 |   4576/60000 (  8%) ] Loss: 0.0383 top1= 98.5795

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



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.060


[E28B20 |   8736/60000 ( 15%) ] Loss: 0.0487 top1= 98.0114

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.014



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.060



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2404 top1= 93.8702


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2402 top1= 93.8401


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2679 top1= 93.3293

Train epoch 29
[E29B0  |    416/60000 (  1%) ] Loss: 0.0363 top1= 99.4318

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.015



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.062


[E29B10 |   4576/60000 (  8%) ] Loss: 0.0548 top1= 98.8636

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.015



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063


[E29B20 |   8736/60000 ( 15%) ] Loss: 0.0611 top1= 97.7273

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.015



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.066



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2539 top1= 93.6699


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2443 top1= 93.8201


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3000 top1= 92.5180

Train epoch 30
[E30B0  |    416/60000 (  1%) ] Loss: 0.0670 top1= 97.1591

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.016



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.069


[E30B10 |   4576/60000 (  8%) ] Loss: 0.0571 top1= 98.0114

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.070


[E30B20 |   8736/60000 ( 15%) ] Loss: 0.0701 top1= 97.4432

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.070



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2621 top1= 93.4295


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2581 top1= 93.4595


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2842 top1= 92.9287

Train epoch 31
[E31B0  |    416/60000 (  1%) ] Loss: 0.0436 top1= 98.8636

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.016



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.070


[E31B10 |   4576/60000 (  8%) ] Loss: 0.0463 top1= 98.2955

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.069


[E31B20 |   8736/60000 ( 15%) ] Loss: 0.0770 top1= 97.1591

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.068



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2439 top1= 93.8802


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2564 top1= 93.5497


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2528 top1= 93.6098

Train epoch 32
[E32B0  |    416/60000 (  1%) ] Loss: 0.0281 top1= 99.1477

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.016



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.068


[E32B10 |   4576/60000 (  8%) ] Loss: 0.0554 top1= 98.8636

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.015



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.066


[E32B20 |   8736/60000 ( 15%) ] Loss: 0.0431 top1= 99.1477

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.015



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2719 top1= 93.2893


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2542 top1= 93.5897


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2771 top1= 93.2893

Train epoch 33
[E33B0  |    416/60000 (  1%) ] Loss: 0.0340 top1= 98.5795

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.014



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059


[E33B10 |   4576/60000 (  8%) ] Loss: 0.0224 top1= 99.7159

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.013



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055


[E33B20 |   8736/60000 ( 15%) ] Loss: 0.0538 top1= 98.5795

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.051



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2580 top1= 93.4195


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2464 top1= 93.8802


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2792 top1= 92.9387

Train epoch 34
[E34B0  |    416/60000 (  1%) ] Loss: 0.0324 top1= 98.8636

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.048


[E34B10 |   4576/60000 (  8%) ] Loss: 0.0179 top1= 99.7159

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



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.043


[E34B20 |   8736/60000 ( 15%) ] Loss: 0.0369 top1= 98.8636

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.042



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2582 top1= 93.7300


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2519 top1= 93.9403


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2682 top1= 93.4095

Train epoch 35
[E35B0  |    416/60000 (  1%) ] Loss: 0.0188 top1= 99.4318

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



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039


[E35B10 |   4576/60000 (  8%) ] Loss: 0.0131 top1= 99.7159

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038


[E35B20 |   8736/60000 ( 15%) ] Loss: 0.0294 top1= 99.4318

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



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2482 top1= 93.8602


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2378 top1= 94.2208


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2723 top1= 93.1691

Train epoch 36
[E36B0  |    416/60000 (  1%) ] Loss: 0.0125 top1=100.0000

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034


[E36B10 |   4576/60000 (  8%) ] Loss: 0.0083 top1=100.0000

=== 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: 0.0231 top1= 99.4318

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2354 top1= 94.1907


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2225 top1= 94.5913


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2685 top1= 93.4595

Train epoch 37
[E37B0  |    416/60000 (  1%) ] Loss: 0.0149 top1= 99.7159

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E37B10 |   4576/60000 (  8%) ] Loss: 0.0145 top1= 99.7159

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E37B20 |   8736/60000 ( 15%) ] Loss: 0.0169 top1=100.0000

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2298 top1= 94.4211


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2280 top1= 94.4712


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2454 top1= 94.1106

Train epoch 38
[E38B0  |    416/60000 (  1%) ] Loss: 0.0078 top1=100.0000

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E38B10 |   4576/60000 (  8%) ] Loss: 0.0091 top1=100.0000

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E38B20 |   8736/60000 ( 15%) ] Loss: 0.0168 top1= 99.7159

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2275 top1= 94.5913


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2287 top1= 94.5813


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2349 top1= 94.3009

Train epoch 39
[E39B0  |    416/60000 (  1%) ] Loss: 0.0062 top1=100.0000

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E39B10 |   4576/60000 (  8%) ] Loss: 0.0106 top1=100.0000

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E39B20 |   8736/60000 ( 15%) ] Loss: 0.0151 top1= 99.7159

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2288 top1= 94.6715


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2296 top1= 94.6014


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2372 top1= 94.4411

Train epoch 40
[E40B0  |    416/60000 (  1%) ] Loss: 0.0072 top1=100.0000

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E40B10 |   4576/60000 (  8%) ] Loss: 0.0148 top1= 99.7159

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E40B20 |   8736/60000 ( 15%) ] Loss: 0.0105 top1=100.0000

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2322 top1= 94.6715


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2322 top1= 94.5212


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2550 top1= 94.0505

