
=== 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= 15.3409

=== 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=2.2765 top1= 17.9788


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2766 top1= 18.3494


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2765 top1= 17.6983

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 2.2748 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: 2.2657 top1= 20.4545

=== 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: 2.2533 top1= 19.6023

=== 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= 26.8830


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2492 top1= 27.0633


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2492 top1= 26.8229

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 2.2469 top1= 19.0341

=== 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: 2.2379 top1= 27.2727

=== 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: 2.2229 top1= 26.1364

=== 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=2.2193 top1= 31.2500


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2194 top1= 31.6006


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2193 top1= 30.7692

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 2.2172 top1= 27.5568

=== 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: 2.2076 top1= 30.6818

=== 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: 2.1898 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=2.1864 top1= 39.4431


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1865 top1= 39.4932


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1864 top1= 38.7420

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 2.1851 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: 2.1742 top1= 35.2273

=== 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: 2.1532 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=2.1502 top1= 44.4311


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1504 top1= 44.7015


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1501 top1= 43.9103

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 2.1501 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: 2.1374 top1= 38.6364

=== 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: 2.1128 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=2.1098 top1= 48.4675


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1099 top1= 48.9583


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1097 top1= 47.6863

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 2.1113 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: 2.0960 top1= 43.7500

=== 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: 2.0678 top1= 46.8750

=== 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=2.0644 top1= 52.4539


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0645 top1= 52.8546


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0644 top1= 51.6126

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 2.0680 top1= 41.1932

=== 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: 2.0492 top1= 46.5909

=== 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: 2.0177 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=2.0136 top1= 56.1498


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0137 top1= 56.4403


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0135 top1= 55.4688

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 2.0190 top1= 45.4545

=== 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: 1.9966 top1= 50.2841

=== 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: 1.9618 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=1.9566 top1= 59.4451


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9567 top1= 59.8057


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9566 top1= 58.7740

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 1.9643 top1= 49.4318

=== 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: 1.9383 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: 1.8998 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=1.8929 top1= 61.9291


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8931 top1= 62.2696


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8928 top1= 61.3482

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 1.9036 top1= 54.5455

=== 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: 1.8735 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: 1.8316 top1= 58.5227

=== 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=1.8219 top1= 64.5032


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8221 top1= 64.7135


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8219 top1= 64.0325

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 1.8366 top1= 56.5341

=== 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: 1.8022 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: 1.7570 top1= 59.3750

=== 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=1.7429 top1= 66.8970


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7432 top1= 67.1174


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7430 top1= 66.6166

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 1.7629 top1= 60.7955

=== 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: 1.7249 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: 1.6755 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=1.6564 top1= 69.1306


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6566 top1= 69.1206


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6566 top1= 68.7400

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 1.6827 top1= 63.6364

=== 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: 1.6423 top1= 61.0795

=== 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: 1.5883 top1= 62.7841

=== 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=1.5642 top1= 70.8934


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5643 top1= 70.9836


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5645 top1= 70.8133

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 1.5974 top1= 65.6250

=== 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: 1.5556 top1= 63.6364

=== 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: 1.4974 top1= 65.3409

=== 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=1.4681 top1= 73.1571


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4680 top1= 72.9768


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4687 top1= 72.9667

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 1.5089 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: 1.4669 top1= 65.0568

=== 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: 1.4054 top1= 67.3295

=== 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=1.3705 top1= 75.0401


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3704 top1= 74.7897


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3713 top1= 74.9800

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 1.4194 top1= 69.6023

=== 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: 1.3785 top1= 67.3295

=== 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: 1.3147 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=1.2744 top1= 76.5024


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2744 top1= 76.3522


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2751 top1= 76.5024

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 1.3316 top1= 71.0227

=== 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: 1.2931 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: 1.2282 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=1.1825 top1= 78.1450


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1827 top1= 77.9147


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1832 top1= 78.1851

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 1.2483 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: 1.2128 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: 1.1474 top1= 72.4432

=== 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=1.0969 top1= 79.2668


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0972 top1= 79.1466


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0976 top1= 79.4271

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 1.1710 top1= 71.8750

=== 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: 1.1387 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: 1.0734 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=1.0189 top1= 80.4287


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0192 top1= 80.1783


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0195 top1= 80.4287

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 1.1005 top1= 73.0114

=== 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: 1.0713 top1= 74.4318

=== 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: 1.0065 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=0.9489 top1= 81.3802


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9493 top1= 81.1599


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9495 top1= 81.4804

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 1.0372 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: 1.0108 top1= 75.8523

=== 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: 0.9464 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=0.8867 top1= 82.0913


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8873 top1= 81.9511


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8872 top1= 82.3518

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.9806 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: 0.9567 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: 0.8931 top1= 76.7045

=== 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=0.8319 top1= 82.8526


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8325 top1= 82.8025


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8322 top1= 82.9627

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.9302 top1= 75.0000

=== 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: 0.9085 top1= 78.9773

=== 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: 0.8457 top1= 77.8409

=== 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=0.7836 top1= 83.5136


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7844 top1= 83.2432


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7838 top1= 83.6438

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.8855 top1= 75.8523

=== 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: 0.8656 top1= 80.6818

=== 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: 0.8035 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=0.7411 top1= 84.0144


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7420 top1= 83.8442


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7412 top1= 84.1647

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.8456 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: 0.8273 top1= 80.6818

=== 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: 0.7659 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=0.7038 top1= 84.4752


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7048 top1= 84.3450


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7039 top1= 84.6955

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.8099 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: 0.7931 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: 0.7324 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=0.6711 top1= 84.9960


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6721 top1= 84.7656


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6711 top1= 85.1362

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.7780 top1= 78.1250

=== 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: 0.7627 top1= 81.2500

=== 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=0.6422 top1= 85.3966


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6433 top1= 85.1462


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6421 top1= 85.5268

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.7493 top1= 78.9773

=== 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: 0.7353 top1= 82.1023

=== 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= 80.1136

=== 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=0.6165 top1= 85.6871


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6177 top1= 85.5769


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6165 top1= 85.7873

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.7233 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: 0.7106 top1= 82.6705

=== 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: 0.6505 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=0.5937 top1= 85.9776


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5937 top1= 86.0577

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.6997 top1= 80.3977

=== 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: 0.6883 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: 0.6279 top1= 81.5341

=== 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=0.5734 top1= 86.2480


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5746 top1= 86.1979


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5734 top1= 86.5284

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.6781 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: 0.6680 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: 0.6074 top1= 82.3864

=== 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=0.5551 top1= 86.7087


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5563 top1= 86.5184


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5550 top1= 86.8389

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.6584 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: 0.6498 top1= 84.3750

=== 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: 0.5885 top1= 82.6705

=== 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= 87.0192


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5398 top1= 86.9191


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5386 top1= 86.9992

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.6402 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: 0.6330 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: 0.5711 top1= 82.9545

=== 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=0.5236 top1= 87.3998


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5249 top1= 87.2095


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5236 top1= 87.2997

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.6235 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: 0.6177 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: 0.5549 top1= 82.9545

=== 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= 87.5501


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5113 top1= 87.4700


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5101 top1= 87.5901

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.6081 top1= 83.5227

=== 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: 0.6037 top1= 86.0795

=== 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: 0.5401 top1= 82.9545

=== 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=0.4989 top1= 87.6102


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4977 top1= 87.7804

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.5938 top1= 83.8068

=== 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: 0.5907 top1= 86.6477

=== 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: 0.5262 top1= 83.8068

=== 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=0.4863 top1= 87.8806


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4875 top1= 87.7905


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4864 top1= 87.9607

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.5806 top1= 83.8068

=== 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: 0.5786 top1= 87.2159

=== 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: 0.5133 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=0.4759 top1= 88.0809


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4771 top1= 87.9107


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4760 top1= 88.1510

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.5682 top1= 83.8068

=== 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: 0.5674 top1= 87.2159

=== 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: 0.5012 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=0.4663 top1= 88.2412


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4675 top1= 88.0709


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4665 top1= 88.2512

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.5566 top1= 83.8068

=== 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: 0.4900 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=0.4575 top1= 88.3113


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4587 top1= 88.1510


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4577 top1= 88.3213

