
=== Start adding workers ===
=> Add worker SGDMWorker(index=0, momentum=0.9)
=> Add worker SGDMWorker(index=1, momentum=0.9)
=> Add worker SGDMWorker(index=2, momentum=0.9)
=> Add worker SGDMWorker(index=3, momentum=0.9)
=> Add worker SGDMWorker(index=4, momentum=0.9)
=> Add worker SGDMWorker(index=5, momentum=0.9)
=> Add worker SGDMWorker(index=6, momentum=0.9)
=> Add worker SGDMWorker(index=7, momentum=0.9)
=> Add worker SGDMWorker(index=8, momentum=0.9)
=> Add worker SGDMWorker(index=9, momentum=0.9)
=> Add worker SGDMWorker(index=10, momentum=0.9)

=== 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: 2.2692 top1= 13.3523

=== 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 |   7392/60000 ( 12%) ] Loss: 2.1915 top1= 32.9545

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



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0980 top1= 51.1819


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0992 top1= 52.3137


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0973 top1= 49.4191

Train epoch 2
[E 2B0  |    352/60000 (  1%) ] Loss: 2.1031 top1= 36.6477

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



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E 2B10 |   3872/60000 (  6%) ] Loss: 1.9440 top1= 53.6932

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E 2B20 |   7392/60000 ( 12%) ] Loss: 1.7525 top1= 59.6591

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5319 top1= 69.9419


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5354 top1= 70.7432


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5298 top1= 69.1006

Train epoch 3
[E 3B0  |    352/60000 (  1%) ] Loss: 1.5691 top1= 59.9432

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E 3B10 |   3872/60000 (  6%) ] Loss: 1.2365 top1= 70.1705

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E 3B20 |   7392/60000 ( 12%) ] Loss: 1.0283 top1= 72.4432

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7958 top1= 81.4002


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7944 top1= 81.7308


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8018 top1= 80.6591

Train epoch 4
[E 4B0  |    352/60000 (  1%) ] Loss: 0.9028 top1= 74.4318

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011


[E 4B10 |   3872/60000 (  6%) ] Loss: 0.7069 top1= 79.5455

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E 4B20 |   7392/60000 ( 12%) ] Loss: 0.6233 top1= 81.8182

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5326 top1= 85.5869


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5325 top1= 86.0076


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5397 top1= 84.9760

Train epoch 5
[E 5B0  |    352/60000 (  1%) ] Loss: 0.6351 top1= 80.1136

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E 5B10 |   3872/60000 (  6%) ] Loss: 0.5104 top1= 87.2159

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E 5B20 |   7392/60000 ( 12%) ] Loss: 0.4647 top1= 86.0795

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4392 top1= 87.8806


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4397 top1= 88.0008


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4457 top1= 87.2897

Train epoch 6
[E 6B0  |    352/60000 (  1%) ] Loss: 0.5142 top1= 84.3750

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E 6B10 |   3872/60000 (  6%) ] Loss: 0.4196 top1= 88.9205

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E 6B20 |   7392/60000 ( 12%) ] Loss: 0.3834 top1= 89.7727

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3918 top1= 88.8622


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3924 top1= 88.8421


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3982 top1= 88.3814

Train epoch 7
[E 7B0  |    352/60000 (  1%) ] Loss: 0.4460 top1= 86.6477

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E 7B10 |   3872/60000 (  6%) ] Loss: 0.3691 top1= 90.3409

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E 7B20 |   7392/60000 ( 12%) ] Loss: 0.3331 top1= 92.0455

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3624 top1= 89.3730


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3631 top1= 89.5933


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3687 top1= 89.1026

Train epoch 8
[E 8B0  |    352/60000 (  1%) ] Loss: 0.3999 top1= 88.6364

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E 8B10 |   3872/60000 (  6%) ] Loss: 0.3338 top1= 91.7614

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E 8B20 |   7392/60000 ( 12%) ] Loss: 0.2990 top1= 92.6136

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3413 top1= 89.9840


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3422 top1= 90.1442


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3473 top1= 89.5733

Train epoch 9
[E 9B0  |    352/60000 (  1%) ] Loss: 0.3656 top1= 89.2045

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E 9B10 |   3872/60000 (  6%) ] Loss: 0.3068 top1= 92.6136

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E 9B20 |   7392/60000 ( 12%) ] Loss: 0.2729 top1= 93.1818

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3253 top1= 90.4748


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3265 top1= 90.5449


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3309 top1= 90.1142

Train epoch 10
[E10B0  |    352/60000 (  1%) ] Loss: 0.3365 top1= 90.0568

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E10B10 |   3872/60000 (  6%) ] Loss: 0.2842 top1= 93.1818

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E10B20 |   7392/60000 ( 12%) ] Loss: 0.2512 top1= 94.3182

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3123 top1= 90.8754


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3136 top1= 90.8654


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3178 top1= 90.4948

Train epoch 11
[E11B0  |    352/60000 (  1%) ] Loss: 0.3117 top1= 91.1932

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E11B10 |   3872/60000 (  6%) ] Loss: 0.2654 top1= 92.8977

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E11B20 |   7392/60000 ( 12%) ] Loss: 0.2332 top1= 94.6023

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3019 top1= 91.1058


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3034 top1= 91.1759


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3075 top1= 90.8253

Train epoch 12
[E12B0  |    352/60000 (  1%) ] Loss: 0.2887 top1= 92.0455

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E12B10 |   3872/60000 (  6%) ] Loss: 0.2468 top1= 92.8977

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E12B20 |   7392/60000 ( 12%) ] Loss: 0.2175 top1= 94.8864

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2926 top1= 91.3762


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2945 top1= 91.4062


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2980 top1= 91.1759

Train epoch 13
[E13B0  |    352/60000 (  1%) ] Loss: 0.2698 top1= 92.6136

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E13B10 |   3872/60000 (  6%) ] Loss: 0.2313 top1= 93.1818

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E13B20 |   7392/60000 ( 12%) ] Loss: 0.2028 top1= 96.0227

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2845 top1= 91.5865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2870 top1= 91.5865


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2899 top1= 91.3462

Train epoch 14
[E14B0  |    352/60000 (  1%) ] Loss: 0.2516 top1= 92.8977

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E14B10 |   3872/60000 (  6%) ] Loss: 0.2163 top1= 94.0341

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E14B20 |   7392/60000 ( 12%) ] Loss: 0.1892 top1= 96.0227

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2774 top1= 91.7668


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2804 top1= 91.7668


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2824 top1= 91.5465

Train epoch 15
[E15B0  |    352/60000 (  1%) ] Loss: 0.2346 top1= 93.1818

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E15B10 |   3872/60000 (  6%) ] Loss: 0.2021 top1= 94.0341

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E15B20 |   7392/60000 ( 12%) ] Loss: 0.1769 top1= 96.0227

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2710 top1= 91.9071


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2746 top1= 91.9071


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2757 top1= 91.7067

Train epoch 16
[E16B0  |    352/60000 (  1%) ] Loss: 0.2184 top1= 93.4659

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E16B10 |   3872/60000 (  6%) ] Loss: 0.1888 top1= 94.3182

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E16B20 |   7392/60000 ( 12%) ] Loss: 0.1668 top1= 96.0227

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2651 top1= 92.0673


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2694 top1= 92.0673


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2697 top1= 91.8570

Train epoch 17
[E17B0  |    352/60000 (  1%) ] Loss: 0.2029 top1= 94.0341

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E17B10 |   3872/60000 (  6%) ] Loss: 0.1767 top1= 94.8864

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E17B20 |   7392/60000 ( 12%) ] Loss: 0.1553 top1= 96.3068

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2603 top1= 92.2376


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2653 top1= 92.1174


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2643 top1= 92.0172

Train epoch 18
[E18B0  |    352/60000 (  1%) ] Loss: 0.1895 top1= 94.3182

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E18B10 |   3872/60000 (  6%) ] Loss: 0.1647 top1= 94.8864

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E18B20 |   7392/60000 ( 12%) ] Loss: 0.1456 top1= 96.5909

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2556 top1= 92.4179


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2611 top1= 92.2075


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2595 top1= 92.1575

Train epoch 19
[E19B0  |    352/60000 (  1%) ] Loss: 0.1767 top1= 94.8864

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E19B10 |   3872/60000 (  6%) ] Loss: 0.1545 top1= 95.4545

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E19B20 |   7392/60000 ( 12%) ] Loss: 0.1360 top1= 96.8750

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2516 top1= 92.5381


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2577 top1= 92.3177


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2555 top1= 92.3077

Train epoch 20
[E20B0  |    352/60000 (  1%) ] Loss: 0.1642 top1= 95.1705

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E20B10 |   3872/60000 (  6%) ] Loss: 0.1437 top1= 96.0227

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E20B20 |   7392/60000 ( 12%) ] Loss: 0.1279 top1= 97.1591

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2481 top1= 92.6082


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2551 top1= 92.4479


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2511 top1= 92.4880

Train epoch 21
[E21B0  |    352/60000 (  1%) ] Loss: 0.1525 top1= 95.7386

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E21B10 |   3872/60000 (  6%) ] Loss: 0.1345 top1= 96.5909

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E21B20 |   7392/60000 ( 12%) ] Loss: 0.1189 top1= 97.1591

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2450 top1= 92.7284


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2522 top1= 92.5481


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2480 top1= 92.5781

Train epoch 22
[E22B0  |    352/60000 (  1%) ] Loss: 0.1409 top1= 96.0227

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E22B10 |   3872/60000 (  6%) ] Loss: 0.1254 top1= 96.5909

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E22B20 |   7392/60000 ( 12%) ] Loss: 0.1114 top1= 97.4432

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2425 top1= 92.8185


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2501 top1= 92.5982


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2452 top1= 92.6583

Train epoch 23
[E23B0  |    352/60000 (  1%) ] Loss: 0.1302 top1= 96.5909

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E23B10 |   3872/60000 (  6%) ] Loss: 0.1160 top1= 96.5909

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E23B20 |   7392/60000 ( 12%) ] Loss: 0.1047 top1= 97.7273

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2404 top1= 92.8686


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2484 top1= 92.6282


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2433 top1= 92.7183

Train epoch 24
[E24B0  |    352/60000 (  1%) ] Loss: 0.1192 top1= 96.5909

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E24B10 |   3872/60000 (  6%) ] Loss: 0.1077 top1= 96.5909

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E24B20 |   7392/60000 ( 12%) ] Loss: 0.0977 top1= 97.7273

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2383 top1= 92.9287


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2465 top1= 92.7183


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2412 top1= 92.8185

Train epoch 25
[E25B0  |    352/60000 (  1%) ] Loss: 0.1097 top1= 96.5909

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E25B10 |   3872/60000 (  6%) ] Loss: 0.1002 top1= 96.8750

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E25B20 |   7392/60000 ( 12%) ] Loss: 0.0908 top1= 97.7273

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2370 top1= 92.9988


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2450 top1= 92.7885


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2403 top1= 92.8786

Train epoch 26
[E26B0  |    352/60000 (  1%) ] Loss: 0.1007 top1= 96.8750

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E26B10 |   3872/60000 (  6%) ] Loss: 0.0920 top1= 96.8750

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E26B20 |   7392/60000 ( 12%) ] Loss: 0.0847 top1= 97.7273

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2360 top1= 93.1190


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2442 top1= 92.8486


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2395 top1= 92.8686

Train epoch 27
[E27B0  |    352/60000 (  1%) ] Loss: 0.0927 top1= 97.1591

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E27B10 |   3872/60000 (  6%) ] Loss: 0.0845 top1= 97.4432

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E27B20 |   7392/60000 ( 12%) ] Loss: 0.0786 top1= 97.7273

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2353 top1= 93.1490


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2430 top1= 92.9587


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2394 top1= 92.8586

Train epoch 28
[E28B0  |    352/60000 (  1%) ] Loss: 0.0849 top1= 98.0114

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E28B10 |   3872/60000 (  6%) ] Loss: 0.0779 top1= 97.4432

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E28B20 |   7392/60000 ( 12%) ] Loss: 0.0737 top1= 98.0114

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2349 top1= 93.2091


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2426 top1= 92.9688


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2395 top1= 92.8385

Train epoch 29
[E29B0  |    352/60000 (  1%) ] Loss: 0.0778 top1= 98.5795

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E29B10 |   3872/60000 (  6%) ] Loss: 0.0720 top1= 97.4432

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E29B20 |   7392/60000 ( 12%) ] Loss: 0.0680 top1= 98.0114

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2345 top1= 93.2492


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2418 top1= 92.9988


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2393 top1= 92.9387

Train epoch 30
[E30B0  |    352/60000 (  1%) ] Loss: 0.0721 top1= 98.5795

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E30B10 |   3872/60000 (  6%) ] Loss: 0.0668 top1= 98.0114

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E30B20 |   7392/60000 ( 12%) ] Loss: 0.0630 top1= 98.8636

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2343 top1= 93.3594


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2412 top1= 93.0188


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2396 top1= 92.9187

Train epoch 31
[E31B0  |    352/60000 (  1%) ] Loss: 0.0668 top1= 98.5795

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E31B10 |   3872/60000 (  6%) ] Loss: 0.0620 top1= 98.5795

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E31B20 |   7392/60000 ( 12%) ] Loss: 0.0579 top1= 98.8636

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2338 top1= 93.3794


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2410 top1= 93.0689


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2392 top1= 92.9087

Train epoch 32
[E32B0  |    352/60000 (  1%) ] Loss: 0.0614 top1= 98.5795

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E32B10 |   3872/60000 (  6%) ] Loss: 0.0574 top1= 98.8636

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E32B20 |   7392/60000 ( 12%) ] Loss: 0.0540 top1= 98.8636

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2338 top1= 93.4295


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2404 top1= 93.1390


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2394 top1= 92.9387

Train epoch 33
[E33B0  |    352/60000 (  1%) ] Loss: 0.0573 top1= 98.5795

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E33B10 |   3872/60000 (  6%) ] Loss: 0.0530 top1= 98.8636

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E33B20 |   7392/60000 ( 12%) ] Loss: 0.0500 top1= 99.1477

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2345 top1= 93.4195


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2409 top1= 93.1591


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2407 top1= 92.9087

Train epoch 34
[E34B0  |    352/60000 (  1%) ] Loss: 0.0528 top1= 98.5795

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E34B10 |   3872/60000 (  6%) ] Loss: 0.0499 top1= 99.1477

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E34B20 |   7392/60000 ( 12%) ] Loss: 0.0455 top1= 99.4318

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2341 top1= 93.4796


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2403 top1= 93.2292


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2402 top1= 92.9487

Train epoch 35
[E35B0  |    352/60000 (  1%) ] Loss: 0.0492 top1= 99.1477

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E35B10 |   3872/60000 (  6%) ] Loss: 0.0459 top1= 99.1477

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E35B20 |   7392/60000 ( 12%) ] Loss: 0.0422 top1= 99.4318

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2338 top1= 93.5397


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2404 top1= 93.2492


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2396 top1= 93.0088

Train epoch 36
[E36B0  |    352/60000 (  1%) ] Loss: 0.0460 top1= 99.4318

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E36B10 |   3872/60000 (  6%) ] Loss: 0.0432 top1= 99.1477

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E36B20 |   7392/60000 ( 12%) ] Loss: 0.0388 top1= 99.4318

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2339 top1= 93.5296


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2405 top1= 93.3193


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2391 top1= 93.1390

Train epoch 37
[E37B0  |    352/60000 (  1%) ] Loss: 0.0429 top1= 99.7159

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E37B10 |   3872/60000 (  6%) ] Loss: 0.0407 top1= 99.1477

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E37B20 |   7392/60000 ( 12%) ] Loss: 0.0358 top1= 99.4318

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2340 top1= 93.4896


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2405 top1= 93.3794


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2392 top1= 93.1290

Train epoch 38
[E38B0  |    352/60000 (  1%) ] Loss: 0.0402 top1= 99.7159

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E38B10 |   3872/60000 (  6%) ] Loss: 0.0382 top1= 99.4318

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E38B20 |   7392/60000 ( 12%) ] Loss: 0.0334 top1= 99.7159

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2339 top1= 93.5296


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2407 top1= 93.3694


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2382 top1= 93.2392

Train epoch 39
[E39B0  |    352/60000 (  1%) ] Loss: 0.0376 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=0.012


[E39B10 |   3872/60000 (  6%) ] Loss: 0.0361 top1= 99.4318

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



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011


[E39B20 |   7392/60000 ( 12%) ] Loss: 0.0299 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=0.011



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2337 top1= 93.6098


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2410 top1= 93.3894


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2369 top1= 93.3193

Train epoch 40
[E40B0  |    352/60000 (  1%) ] Loss: 0.0355 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=0.011


[E40B10 |   3872/60000 (  6%) ] Loss: 0.0340 top1= 99.7159

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E40B20 |   7392/60000 ( 12%) ] Loss: 0.0276 top1= 99.7159

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2346 top1= 93.5397


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2421 top1= 93.3694


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2371 top1= 93.3694

