
=== 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)

=== Start adding graph ===
TwoCliquesWithByzantine(m=5,b=0)

Train epoch 1
[E 1B0  |    352/60000 (  1%) ] Loss: 2.3092 top1=  7.1023

=== Peeking data label distribution E1B0 ===
Worker 0 has targets: tensor([9, 4, 3, 4, 4], device='cuda:0')
Worker 1 has targets: tensor([3, 8, 2, 1, 4], device='cuda:0')
Worker 2 has targets: tensor([5, 9, 5, 8, 0], device='cuda:0')
Worker 3 has targets: tensor([4, 4, 0, 7, 0], device='cuda:0')
Worker 4 has targets: tensor([7, 0, 2, 3, 7], device='cuda:0')
Worker 5 has targets: tensor([4, 6, 1, 3, 0], device='cuda:0')
Worker 6 has targets: tensor([9, 8, 6, 5, 6], device='cuda:0')
Worker 7 has targets: tensor([6, 9, 5, 1, 7], device='cuda:0')
Worker 8 has targets: tensor([8, 9, 5, 6, 8], device='cuda:0')
Worker 9 has targets: tensor([8, 3, 4, 0, 9], device='cuda:0')
Worker 10 has targets: tensor([7, 1, 7, 1, 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 |   3872/60000 (  6%) ] Loss: 2.2787 top1= 14.2045

=== 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 |   7392/60000 ( 12%) ] Loss: 2.2464 top1= 22.7273

=== 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=2.2173 top1= 32.3718


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2177 top1= 33.4936


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2171 top1= 31.4904

Train epoch 2
[E 2B0  |    352/60000 (  1%) ] Loss: 2.2225 top1= 25.5682

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



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 2B10 |   3872/60000 (  6%) ] Loss: 2.1845 top1= 30.9659

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



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 2B20 |   7392/60000 ( 12%) ] Loss: 2.1376 top1= 40.3409

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



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1063 top1= 49.4892


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1076 top1= 52.3237


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1050 top1= 46.9651

Train epoch 3
[E 3B0  |    352/60000 (  1%) ] Loss: 2.1147 top1= 36.6477

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



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 3B10 |   3872/60000 (  6%) ] Loss: 2.0497 top1= 46.5909

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



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 3B20 |   7392/60000 ( 12%) ] Loss: 1.9917 top1= 50.0000

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



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9465 top1= 59.8357


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9481 top1= 61.2380


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9447 top1= 58.2332

Train epoch 4
[E 4B0  |    352/60000 (  1%) ] Loss: 1.9615 top1= 48.0114

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



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 4B10 |   3872/60000 (  6%) ] Loss: 1.8577 top1= 58.8068

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



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E 4B20 |   7392/60000 ( 12%) ] Loss: 1.7893 top1= 57.6705

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



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7228 top1= 66.8069


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7232 top1= 67.9688


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7229 top1= 65.3946

Train epoch 5
[E 5B0  |    352/60000 (  1%) ] Loss: 1.7476 top1= 57.3864

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



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 5B10 |   3872/60000 (  6%) ] Loss: 1.6081 top1= 63.9205

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



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 5B20 |   7392/60000 ( 12%) ] Loss: 1.5345 top1= 65.9091

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



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4448 top1= 73.9984


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4455 top1= 74.8698


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4447 top1= 72.6963

Train epoch 6
[E 6B0  |    352/60000 (  1%) ] Loss: 1.4869 top1= 65.3409

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E 6B10 |   3872/60000 (  6%) ] Loss: 1.3249 top1= 69.6023

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003


[E 6B20 |   7392/60000 ( 12%) ] Loss: 1.2639 top1= 69.8864

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1616 top1= 78.5657


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1607 top1= 79.6775


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1641 top1= 77.3237

Train epoch 7
[E 7B0  |    352/60000 (  1%) ] Loss: 1.2189 top1= 69.3182

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003


[E 7B10 |   3872/60000 (  6%) ] Loss: 1.0701 top1= 73.0114

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003


[E 7B20 |   7392/60000 ( 12%) ] Loss: 1.0273 top1= 75.8523

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9344 top1= 81.5505


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9333 top1= 82.0613


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9371 top1= 80.8994

Train epoch 8
[E 8B0  |    352/60000 (  1%) ] Loss: 1.0101 top1= 73.5795

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E 8B10 |   3872/60000 (  6%) ] Loss: 0.8841 top1= 75.8523

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E 8B20 |   7392/60000 ( 12%) ] Loss: 0.8596 top1= 78.4091

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7751 top1= 83.6538


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7736 top1= 84.0545


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7778 top1= 83.2232

Train epoch 9
[E 9B0  |    352/60000 (  1%) ] Loss: 0.8616 top1= 75.2841

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E 9B10 |   3872/60000 (  6%) ] Loss: 0.7571 top1= 79.5455

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E 9B20 |   7392/60000 ( 12%) ] Loss: 0.7341 top1= 81.2500

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6675 top1= 84.8958


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6669 top1= 85.1162


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6688 top1= 84.6855

Train epoch 10
[E10B0  |    352/60000 (  1%) ] Loss: 0.7562 top1= 77.2727

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003


[E10B10 |   3872/60000 (  6%) ] Loss: 0.6646 top1= 81.5341

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E10B20 |   7392/60000 ( 12%) ] Loss: 0.6513 top1= 82.9545

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5923 top1= 85.9375


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5928 top1= 86.2280


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5933 top1= 85.7772

Train epoch 11
[E11B0  |    352/60000 (  1%) ] Loss: 0.6764 top1= 79.2614

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E11B10 |   3872/60000 (  6%) ] Loss: 0.6019 top1= 82.6705

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E11B20 |   7392/60000 ( 12%) ] Loss: 0.5857 top1= 84.9432

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5388 top1= 86.7688


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5389 top1= 86.9091


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5397 top1= 86.6186

Train epoch 12
[E12B0  |    352/60000 (  1%) ] Loss: 0.6225 top1= 81.5341

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003


[E12B10 |   3872/60000 (  6%) ] Loss: 0.5471 top1= 85.2273

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003


[E12B20 |   7392/60000 ( 12%) ] Loss: 0.5368 top1= 85.7955

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4999 top1= 87.3998


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4995 top1= 87.5300


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5026 top1= 86.9591

Train epoch 13
[E13B0  |    352/60000 (  1%) ] Loss: 0.5744 top1= 82.1023

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E13B10 |   3872/60000 (  6%) ] Loss: 0.5087 top1= 87.2159

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E13B20 |   7392/60000 ( 12%) ] Loss: 0.4898 top1= 86.9318

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4693 top1= 87.9507


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4669 top1= 88.2212


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4735 top1= 87.5401

Train epoch 14
[E14B0  |    352/60000 (  1%) ] Loss: 0.5398 top1= 84.3750

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E14B10 |   3872/60000 (  6%) ] Loss: 0.4778 top1= 86.9318

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E14B20 |   7392/60000 ( 12%) ] Loss: 0.4563 top1= 88.0682

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4444 top1= 88.5317


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4433 top1= 88.6518


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4479 top1= 88.2512

Train epoch 15
[E15B0  |    352/60000 (  1%) ] Loss: 0.5111 top1= 85.2273

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E15B10 |   3872/60000 (  6%) ] Loss: 0.4508 top1= 88.0682

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E15B20 |   7392/60000 ( 12%) ] Loss: 0.4356 top1= 89.4886

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4244 top1= 88.7119


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4251 top1= 88.8021


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4255 top1= 88.5717

Train epoch 16
[E16B0  |    352/60000 (  1%) ] Loss: 0.4858 top1= 86.3636

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003


[E16B10 |   3872/60000 (  6%) ] Loss: 0.4274 top1= 87.5000

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003


[E16B20 |   7392/60000 ( 12%) ] Loss: 0.4082 top1= 90.3409

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4081 top1= 89.0425


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4082 top1= 89.2027


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4114 top1= 88.7119

Train epoch 17
[E17B0  |    352/60000 (  1%) ] Loss: 0.4678 top1= 85.7955

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003


[E17B10 |   3872/60000 (  6%) ] Loss: 0.4124 top1= 89.4886

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E17B20 |   7392/60000 ( 12%) ] Loss: 0.3898 top1= 90.9091

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3945 top1= 89.3329


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3951 top1= 89.2929


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3957 top1= 89.0925

Train epoch 18
[E18B0  |    352/60000 (  1%) ] Loss: 0.4480 top1= 86.6477

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E18B10 |   3872/60000 (  6%) ] Loss: 0.4008 top1= 88.9205

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E18B20 |   7392/60000 ( 12%) ] Loss: 0.3775 top1= 91.1932

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3818 top1= 89.4832


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3819 top1= 89.4732


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3852 top1= 89.0224

Train epoch 19
[E19B0  |    352/60000 (  1%) ] Loss: 0.4289 top1= 87.7841

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E19B10 |   3872/60000 (  6%) ] Loss: 0.3852 top1= 89.2045

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E19B20 |   7392/60000 ( 12%) ] Loss: 0.3547 top1= 92.3295

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3708 top1= 89.6835


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3699 top1= 89.8938


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3742 top1= 89.4331

Train epoch 20
[E20B0  |    352/60000 (  1%) ] Loss: 0.4208 top1= 87.5000

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E20B10 |   3872/60000 (  6%) ] Loss: 0.3706 top1= 89.4886

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E20B20 |   7392/60000 ( 12%) ] Loss: 0.3392 top1= 91.7614

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3629 top1= 89.9539


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3626 top1= 90.0942


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3654 top1= 89.5733

Train epoch 21
[E21B0  |    352/60000 (  1%) ] Loss: 0.4081 top1= 88.0682

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E21B10 |   3872/60000 (  6%) ] Loss: 0.3596 top1= 90.0568

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E21B20 |   7392/60000 ( 12%) ] Loss: 0.3325 top1= 91.7614

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3550 top1= 89.9740


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3545 top1= 90.1843


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3575 top1= 89.8838

Train epoch 22
[E22B0  |    352/60000 (  1%) ] Loss: 0.3971 top1= 88.9205

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003


[E22B10 |   3872/60000 (  6%) ] Loss: 0.3563 top1= 90.3409

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003


[E22B20 |   7392/60000 ( 12%) ] Loss: 0.3263 top1= 92.3295

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3467 top1= 90.2744


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3468 top1= 90.4247


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3488 top1= 90.0741

Train epoch 23
[E23B0  |    352/60000 (  1%) ] Loss: 0.3841 top1= 89.4886

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E23B10 |   3872/60000 (  6%) ] Loss: 0.3428 top1= 90.9091

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E23B20 |   7392/60000 ( 12%) ] Loss: 0.3163 top1= 92.3295

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3399 top1= 90.3546


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3387 top1= 90.5950


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3435 top1= 90.0942

Train epoch 24
[E24B0  |    352/60000 (  1%) ] Loss: 0.3665 top1= 89.4886

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E24B10 |   3872/60000 (  6%) ] Loss: 0.3335 top1= 90.3409

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E24B20 |   7392/60000 ( 12%) ] Loss: 0.2999 top1= 92.8977

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3354 top1= 90.4147


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3338 top1= 90.5649


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3397 top1= 90.1943

Train epoch 25
[E25B0  |    352/60000 (  1%) ] Loss: 0.3666 top1= 90.9091

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E25B10 |   3872/60000 (  6%) ] Loss: 0.3290 top1= 90.9091

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E25B20 |   7392/60000 ( 12%) ] Loss: 0.2947 top1= 93.4659

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3293 top1= 90.5849


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3295 top1= 90.7352


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3312 top1= 90.4547

Train epoch 26
[E26B0  |    352/60000 (  1%) ] Loss: 0.3542 top1= 89.7727

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E26B10 |   3872/60000 (  6%) ] Loss: 0.3225 top1= 91.1932

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E26B20 |   7392/60000 ( 12%) ] Loss: 0.2839 top1= 92.8977

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3237 top1= 90.7853


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3244 top1= 90.8353


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3252 top1= 90.7151

Train epoch 27
[E27B0  |    352/60000 (  1%) ] Loss: 0.3474 top1= 89.7727

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E27B10 |   3872/60000 (  6%) ] Loss: 0.3113 top1= 91.7614

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E27B20 |   7392/60000 ( 12%) ] Loss: 0.2801 top1= 93.7500

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3192 top1= 90.8954


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3191 top1= 91.0857


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3220 top1= 90.7252

Train epoch 28
[E28B0  |    352/60000 (  1%) ] Loss: 0.3381 top1= 90.3409

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E28B10 |   3872/60000 (  6%) ] Loss: 0.3090 top1= 91.4773

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E28B20 |   7392/60000 ( 12%) ] Loss: 0.2714 top1= 93.7500

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3144 top1= 91.0857


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3144 top1= 91.1959


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3165 top1= 91.0056

Train epoch 29
[E29B0  |    352/60000 (  1%) ] Loss: 0.3365 top1= 90.3409

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E29B10 |   3872/60000 (  6%) ] Loss: 0.3069 top1= 91.7614

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E29B20 |   7392/60000 ( 12%) ] Loss: 0.2668 top1= 94.3182

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3106 top1= 91.1458


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3105 top1= 91.3061


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3128 top1= 91.0256

Train epoch 30
[E30B0  |    352/60000 (  1%) ] Loss: 0.3269 top1= 90.3409

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E30B10 |   3872/60000 (  6%) ] Loss: 0.2961 top1= 92.3295

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E30B20 |   7392/60000 ( 12%) ] Loss: 0.2617 top1= 94.3182

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3075 top1= 91.2360


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3061 top1= 91.3061


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3111 top1= 90.9655

Train epoch 31
[E31B0  |    352/60000 (  1%) ] Loss: 0.3253 top1= 90.6250

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E31B10 |   3872/60000 (  6%) ] Loss: 0.2954 top1= 91.7614

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E31B20 |   7392/60000 ( 12%) ] Loss: 0.2519 top1= 94.0341

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3019 top1= 91.4463


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3008 top1= 91.6266


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3061 top1= 91.1458

Train epoch 32
[E32B0  |    352/60000 (  1%) ] Loss: 0.3166 top1= 90.3409

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E32B10 |   3872/60000 (  6%) ] Loss: 0.2887 top1= 91.4773

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E32B20 |   7392/60000 ( 12%) ] Loss: 0.2495 top1= 94.3182

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2977 top1= 91.5064


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2980 top1= 91.5665


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3003 top1= 91.3361

Train epoch 33
[E33B0  |    352/60000 (  1%) ] Loss: 0.3115 top1= 91.1932

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E33B10 |   3872/60000 (  6%) ] Loss: 0.2779 top1= 92.3295

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E33B20 |   7392/60000 ( 12%) ] Loss: 0.2440 top1= 95.1705

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2954 top1= 91.4964


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2942 top1= 91.6567


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3002 top1= 91.2460

Train epoch 34
[E34B0  |    352/60000 (  1%) ] Loss: 0.3079 top1= 91.7614

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003


[E34B10 |   3872/60000 (  6%) ] Loss: 0.2794 top1= 92.3295

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E34B20 |   7392/60000 ( 12%) ] Loss: 0.2379 top1= 95.4545

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2922 top1= 91.6066


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2921 top1= 91.7368


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2942 top1= 91.4964

Train epoch 35
[E35B0  |    352/60000 (  1%) ] Loss: 0.3024 top1= 91.4773

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E35B10 |   3872/60000 (  6%) ] Loss: 0.2784 top1= 92.6136

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E35B20 |   7392/60000 ( 12%) ] Loss: 0.2416 top1= 94.8864

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2883 top1= 91.7067


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2875 top1= 91.9071


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2932 top1= 91.4062

Train epoch 36
[E36B0  |    352/60000 (  1%) ] Loss: 0.2950 top1= 92.3295

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E36B10 |   3872/60000 (  6%) ] Loss: 0.2731 top1= 92.6136

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E36B20 |   7392/60000 ( 12%) ] Loss: 0.2284 top1= 95.1705

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2849 top1= 91.7768


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2833 top1= 92.0773


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2900 top1= 91.5164

Train epoch 37
[E37B0  |    352/60000 (  1%) ] Loss: 0.2938 top1= 90.9091

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E37B10 |   3872/60000 (  6%) ] Loss: 0.2632 top1= 92.3295

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E37B20 |   7392/60000 ( 12%) ] Loss: 0.2231 top1= 95.1705

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2824 top1= 91.9471


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2819 top1= 91.9872


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2860 top1= 91.6066

Train epoch 38
[E38B0  |    352/60000 (  1%) ] Loss: 0.2866 top1= 91.7614

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E38B10 |   3872/60000 (  6%) ] Loss: 0.2562 top1= 92.8977

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E38B20 |   7392/60000 ( 12%) ] Loss: 0.2212 top1= 96.0227

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2801 top1= 92.0673


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2796 top1= 92.0773


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2829 top1= 91.8369

Train epoch 39
[E39B0  |    352/60000 (  1%) ] Loss: 0.2841 top1= 92.3295

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E39B10 |   3872/60000 (  6%) ] Loss: 0.2617 top1= 92.8977

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E39B20 |   7392/60000 ( 12%) ] Loss: 0.2261 top1= 95.1705

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2764 top1= 92.0272


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2764 top1= 92.1274


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2791 top1= 91.8470

Train epoch 40
[E40B0  |    352/60000 (  1%) ] Loss: 0.2760 top1= 91.7614

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E40B10 |   3872/60000 (  6%) ] Loss: 0.2536 top1= 92.8977

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E40B20 |   7392/60000 ( 12%) ] Loss: 0.2230 top1= 95.4545

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2735 top1= 92.0974


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2721 top1= 92.2977


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2774 top1= 91.8470

