
=== 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= 90.5248


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

Train epoch 10
[E10B0  |    352/60000 (  1%) ] Loss: 0.3366 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: 0.2843 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: 0.2511 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= 90.8654


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3136 top1= 90.8754


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

Train epoch 11
[E11B0  |    352/60000 (  1%) ] Loss: 0.3116 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: 0.2653 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: 0.2333 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= 91.1258


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3033 top1= 91.1859


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

Train epoch 12
[E12B0  |    352/60000 (  1%) ] Loss: 0.2890 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: 0.2471 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= 91.3662


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2946 top1= 91.4163


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2980 top1= 91.1959

Train epoch 13
[E13B0  |    352/60000 (  1%) ] Loss: 0.2699 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: 0.2311 top1= 93.4659

=== 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: 0.2027 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= 91.5565


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2870 top1= 91.5966


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2898 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: 0.2166 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: 0.1891 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=0.2772 top1= 91.7568


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2803 top1= 91.7668


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2821 top1= 91.5765

Train epoch 15
[E15B0  |    352/60000 (  1%) ] Loss: 0.2345 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: 0.2016 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=0.2711 top1= 91.8970


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2759 top1= 91.7167

Train epoch 16
[E16B0  |    352/60000 (  1%) ] Loss: 0.2187 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: 0.1886 top1= 94.0341

=== 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: 0.1665 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=0.2652 top1= 92.1174


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2695 top1= 92.0473


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2699 top1= 91.8470

Train epoch 17
[E17B0  |    352/60000 (  1%) ] Loss: 0.2033 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: 0.1766 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: 0.1552 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=0.2602 top1= 92.2476


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2650 top1= 92.1474


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2646 top1= 92.0072

Train epoch 18
[E18B0  |    352/60000 (  1%) ] Loss: 0.1897 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: 0.1649 top1= 95.1705

=== 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: 0.1453 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=0.2557 top1= 92.4279


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2612 top1= 92.2276


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2594 top1= 92.1474

Train epoch 19
[E19B0  |    352/60000 (  1%) ] Loss: 0.1769 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: 0.1541 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: 0.1363 top1= 96.5909

=== 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=0.2518 top1= 92.5080


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2579 top1= 92.3377


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2552 top1= 92.2977

Train epoch 20
[E20B0  |    352/60000 (  1%) ] Loss: 0.1639 top1= 95.4545

=== 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: 0.1439 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=0.2482 top1= 92.6182


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2550 top1= 92.4379


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2516 top1= 92.4579

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: 0.1343 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: 0.1195 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=0.2451 top1= 92.7284


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2526 top1= 92.5180


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2478 top1= 92.6282

Train epoch 22
[E22B0  |    352/60000 (  1%) ] Loss: 0.1414 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: 0.1251 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= 92.8085


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2504 top1= 92.5781


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2449 top1= 92.6683

Train epoch 23
[E23B0  |    352/60000 (  1%) ] Loss: 0.1304 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: 0.1161 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: 0.1042 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= 92.8786


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2483 top1= 92.6282


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2433 top1= 92.7083

Train epoch 24
[E24B0  |    352/60000 (  1%) ] Loss: 0.1198 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=0.023


[E24B10 |   3872/60000 (  6%) ] Loss: 0.1076 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: 0.0976 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=0.2386 top1= 92.8786


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2467 top1= 92.6983


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2416 top1= 92.7584

Train epoch 25
[E25B0  |    352/60000 (  1%) ] Loss: 0.1105 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: 0.0997 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: 0.0912 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=0.2371 top1= 92.9888


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2451 top1= 92.8285


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2403 top1= 92.8486

Train epoch 26
[E26B0  |    352/60000 (  1%) ] Loss: 0.1011 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: 0.0915 top1= 97.4432

=== 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: 0.0846 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=0.2361 top1= 93.1490


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2397 top1= 92.8886

Train epoch 27
[E27B0  |    352/60000 (  1%) ] Loss: 0.0926 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: 0.0846 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: 0.0791 top1= 98.0114

=== 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=0.2354 top1= 93.1490


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2432 top1= 92.9387


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2393 top1= 92.8686

Train epoch 28
[E28B0  |    352/60000 (  1%) ] Loss: 0.0852 top1= 98.2955

=== 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: 0.0783 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: 0.0732 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=0.2353 top1= 93.1691


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2430 top1= 92.9187


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2401 top1= 92.8185

Train epoch 29
[E29B0  |    352/60000 (  1%) ] Loss: 0.0785 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: 0.0714 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: 0.0681 top1= 98.2955

=== 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=0.2348 top1= 93.2592


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2420 top1= 92.9587


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

Train epoch 30
[E30B0  |    352/60000 (  1%) ] Loss: 0.0719 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: 0.0669 top1= 97.7273

=== 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: 0.0632 top1= 98.5795

=== 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=0.2342 top1= 93.3393


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2413 top1= 93.0288


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2391 top1= 92.9688

Train epoch 31
[E31B0  |    352/60000 (  1%) ] Loss: 0.0665 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: 0.0617 top1= 98.2955

=== 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: 0.0584 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=0.2340 top1= 93.3594


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2409 top1= 93.0990


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2395 top1= 92.9788

Train epoch 32
[E32B0  |    352/60000 (  1%) ] Loss: 0.0615 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: 0.0575 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: 0.0539 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=0.2341 top1= 93.3994


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2407 top1= 93.1591


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2399 top1= 92.9387

Train epoch 33
[E33B0  |    352/60000 (  1%) ] Loss: 0.0571 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: 0.0529 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=0.2343 top1= 93.4295


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2406 top1= 93.1591


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2405 top1= 92.9688

Train epoch 34
[E34B0  |    352/60000 (  1%) ] Loss: 0.0528 top1= 98.8636

=== 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: 0.0495 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= 99.1477

=== 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=0.2345 top1= 93.4896


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2410 top1= 93.2492


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2405 top1= 92.9287

Train epoch 35
[E35B0  |    352/60000 (  1%) ] Loss: 0.0494 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: 0.0423 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=0.2336 top1= 93.5697


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2401 top1= 93.2993


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2393 top1= 93.0489

Train epoch 36
[E36B0  |    352/60000 (  1%) ] Loss: 0.0459 top1= 99.1477

=== 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: 0.0430 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: 0.0386 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=0.2340 top1= 93.5196


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2407 top1= 93.3193


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2392 top1= 93.1090

Train epoch 37
[E37B0  |    352/60000 (  1%) ] Loss: 0.0429 top1= 99.4318

=== 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: 0.0406 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: 0.0359 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=0.2342 top1= 93.4595


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2406 top1= 93.3694


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2396 top1= 93.1190

Train epoch 38
[E38B0  |    352/60000 (  1%) ] Loss: 0.0401 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: 0.0380 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: 0.0331 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=0.2342 top1= 93.5096


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2411 top1= 93.3594


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2383 top1= 93.2592

Train epoch 39
[E39B0  |    352/60000 (  1%) ] Loss: 0.0380 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: 0.0359 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: 0.0301 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=0.2342 top1= 93.5998


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2413 top1= 93.3694


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2380 top1= 93.2893

Train epoch 40
[E40B0  |    352/60000 (  1%) ] Loss: 0.0358 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=100.0000

=== 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: 0.0277 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=0.2347 top1= 93.5497


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2425 top1= 93.3393


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2369 top1= 93.4095

