
=== Start adding workers ===
=> Add worker SGDMWorker(index=0, momentum=0.0)
=> Add worker SGDMWorker(index=1, momentum=0.0)
=> Add worker SGDMWorker(index=2, momentum=0.0)
=> Add worker SGDMWorker(index=3, momentum=0.0)
=> Add worker SGDMWorker(index=4, momentum=0.0)
=> Add worker SGDMWorker(index=5, momentum=0.0)
=> Add worker SGDMWorker(index=6, momentum=0.0)
=> Add worker SGDMWorker(index=7, momentum=0.0)
=> Add worker SGDMWorker(index=8, momentum=0.0)
=> Add worker SGDMWorker(index=9, momentum=0.0)
=> Add worker SGDMWorker(index=10, momentum=0.0)
=> Add worker LabelFlippingWorker

=== Start adding graph ===
TwoCliquesWithByzantine(m=5,b=1)

Train epoch 1
[E 1B0  |    384/60000 (  1%) ] Loss: 2.3028 top1=  8.5227

=== Peeking data label distribution E1B0 ===
Worker 0 has targets: tensor([9, 8, 5, 7, 7], device='cuda:0')
Worker 1 has targets: tensor([3, 9, 0, 3, 0], device='cuda:0')
Worker 2 has targets: tensor([5, 4, 2, 3, 6], device='cuda:0')
Worker 3 has targets: tensor([4, 0, 1, 5, 7], device='cuda:0')
Worker 4 has targets: tensor([7, 6, 6, 1, 8], device='cuda:0')
Worker 5 has targets: tensor([4, 8, 5, 6, 9], device='cuda:0')
Worker 6 has targets: tensor([9, 9, 5, 0, 2], device='cuda:0')
Worker 7 has targets: tensor([6, 9, 4, 1, 1], device='cuda:0')
Worker 8 has targets: tensor([8, 3, 7, 4, 0], device='cuda:0')
Worker 9 has targets: tensor([8, 1, 4, 4, 7], device='cuda:0')
Worker 10 has targets: tensor([7, 3, 1, 0, 9], device='cuda:0')
Worker 11 has targets: tensor([5, 7, 1, 9, 7], device='cuda:0')



=== Log global consensus distance @ E1B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E1B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E 1B10 |   4224/60000 (  7%) ] Loss: 2.2932 top1= 13.0682

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



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


[E 1B20 |   8064/60000 ( 13%) ] Loss: 2.2836 top1= 14.7727

=== 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=2.2790 top1= 16.7167


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2787 top1= 17.4880


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2787 top1= 16.3662

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 2.2770 top1= 13.3523

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



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


[E 2B10 |   4224/60000 (  7%) ] Loss: 2.2688 top1= 19.3182

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



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


[E 2B20 |   8064/60000 ( 13%) ] Loss: 2.2570 top1= 20.1705

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2545 top1= 25.6510


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2540 top1= 25.8714


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2542 top1= 25.1502

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 2.2516 top1= 18.7500

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



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


[E 3B10 |   4224/60000 (  7%) ] Loss: 2.2440 top1= 25.5682

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



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


[E 3B20 |   8064/60000 ( 13%) ] Loss: 2.2295 top1= 25.0000

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2283 top1= 30.1282


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2276 top1= 30.4387


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2279 top1= 29.5873

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 2.2247 top1= 23.8636

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



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


[E 4B10 |   4224/60000 (  7%) ] Loss: 2.2172 top1= 29.8295

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



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 4B20 |   8064/60000 ( 13%) ] Loss: 2.1999 top1= 29.5455

=== 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=2.1995 top1= 36.6386


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1985 top1= 37.6202


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1990 top1= 35.2063

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 2.1957 top1= 30.3977

=== 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 |   4224/60000 (  7%) ] Loss: 2.1878 top1= 32.3864

=== 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 |   8064/60000 ( 13%) ] Loss: 2.1674 top1= 34.6591

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



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1679 top1= 42.4379


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1665 top1= 43.2292


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1672 top1= 41.1158

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 2.1643 top1= 34.9432

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 6B10 |   4224/60000 (  7%) ] Loss: 2.1556 top1= 36.9318

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 6B20 |   8064/60000 ( 13%) ] Loss: 2.1315 top1= 40.6250

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1329 top1= 45.5028


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1312 top1= 46.3942


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1319 top1= 44.0405

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 2.1301 top1= 37.2159

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 7B10 |   4224/60000 (  7%) ] Loss: 2.1198 top1= 40.0568

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E 7B20 |   8064/60000 ( 13%) ] Loss: 2.0917 top1= 45.1705

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0940 top1= 48.4175


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0916 top1= 49.9199


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0929 top1= 46.3442

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 2.0919 top1= 41.4773

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E 8B10 |   4224/60000 (  7%) ] Loss: 2.0794 top1= 42.8977

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E 8B20 |   8064/60000 ( 13%) ] Loss: 2.0478 top1= 48.8636

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



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0503 top1= 51.6126


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0474 top1= 53.6258


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0490 top1= 49.0284

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 2.0493 top1= 44.3182

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



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E 9B10 |   4224/60000 (  7%) ] Loss: 2.0341 top1= 47.4432

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



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003


[E 9B20 |   8064/60000 ( 13%) ] Loss: 1.9987 top1= 50.8523

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



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0014 top1= 55.1382


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9979 top1= 57.1514


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9998 top1= 52.5541

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 2.0016 top1= 46.8750

=== 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 |   4224/60000 (  7%) ] Loss: 1.9835 top1= 51.1364

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



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003


[E10B20 |   8064/60000 ( 13%) ] Loss: 1.9445 top1= 53.9773

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



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9467 top1= 58.6739


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9425 top1= 60.2664


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9448 top1= 56.0497

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 1.9484 top1= 49.1477

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



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E11B10 |   4224/60000 (  7%) ] Loss: 1.9273 top1= 53.9773

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



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E11B20 |   8064/60000 ( 13%) ] Loss: 1.8845 top1= 55.3977

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



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8856 top1= 61.7989


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8810 top1= 63.0509


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8832 top1= 59.4852

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 1.8890 top1= 53.4091

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



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E12B10 |   4224/60000 (  7%) ] Loss: 1.8651 top1= 55.1136

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



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E12B20 |   8064/60000 ( 13%) ] Loss: 1.8184 top1= 57.1023

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



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8180 top1= 64.3429


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8129 top1= 65.4547


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8151 top1= 62.2897

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 1.8238 top1= 56.8182

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



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E13B10 |   4224/60000 (  7%) ] Loss: 1.7973 top1= 56.5341

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



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E13B20 |   8064/60000 ( 13%) ] Loss: 1.7463 top1= 60.2273

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7439 top1= 66.8470


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7379 top1= 67.6382


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7407 top1= 64.7436

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 1.7530 top1= 59.9432

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E14B10 |   4224/60000 (  7%) ] Loss: 1.7240 top1= 57.9545

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E14B20 |   8064/60000 ( 13%) ] Loss: 1.6687 top1= 62.5000

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6637 top1= 69.2608


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6568 top1= 69.5312


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6603 top1= 67.6583

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 1.6771 top1= 61.9318

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E15B10 |   4224/60000 (  7%) ] Loss: 1.6460 top1= 61.6477

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E15B20 |   8064/60000 ( 13%) ] Loss: 1.5869 top1= 62.7841

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5783 top1= 71.1939


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5705 top1= 71.5345


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5749 top1= 69.9319

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 1.5970 top1= 61.9318

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E16B10 |   4224/60000 (  7%) ] Loss: 1.5645 top1= 62.7841

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E16B20 |   8064/60000 ( 13%) ] Loss: 1.5021 top1= 65.9091

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4893 top1= 73.1170


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4804 top1= 73.2772


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4859 top1= 72.0954

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 1.5143 top1= 63.9205

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E17B10 |   4224/60000 (  7%) ] Loss: 1.4813 top1= 63.3523

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E17B20 |   8064/60000 ( 13%) ] Loss: 1.4163 top1= 68.1818

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3985 top1= 74.8698


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3886 top1= 74.9800


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3953 top1= 74.1587

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 1.4307 top1= 67.3295

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E18B10 |   4224/60000 (  7%) ] Loss: 1.3980 top1= 65.6250

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E18B20 |   8064/60000 ( 13%) ] Loss: 1.3317 top1= 69.8864

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3084 top1= 76.5325


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2977 top1= 76.2620


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3052 top1= 75.9115

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 1.3483 top1= 68.4659

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E19B10 |   4224/60000 (  7%) ] Loss: 1.3170 top1= 70.1705

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E19B20 |   8064/60000 ( 13%) ] Loss: 1.2502 top1= 70.7386

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2211 top1= 77.9948


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2099 top1= 77.5841


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2179 top1= 77.4139

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 1.2690 top1= 69.0341

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E20B10 |   4224/60000 (  7%) ] Loss: 1.2397 top1= 72.1591

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E20B20 |   8064/60000 ( 13%) ] Loss: 1.1732 top1= 71.8750

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1386 top1= 79.1767


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1272 top1= 78.6558


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1353 top1= 78.6659

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 1.1945 top1= 69.8864

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E21B10 |   4224/60000 (  7%) ] Loss: 1.1675 top1= 73.0114

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E21B20 |   8064/60000 ( 13%) ] Loss: 1.1020 top1= 73.0114

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0622 top1= 80.1683


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0509 top1= 79.8277


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0587 top1= 79.7877

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 1.1258 top1= 71.0227

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E22B10 |   4224/60000 (  7%) ] Loss: 1.1011 top1= 74.1477

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



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E22B20 |   8064/60000 ( 13%) ] Loss: 1.0370 top1= 74.7159

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



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9929 top1= 81.0096


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9818 top1= 80.6290


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9890 top1= 80.9395

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 1.0633 top1= 71.8750

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



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E23B10 |   4224/60000 (  7%) ] Loss: 1.0409 top1= 75.8523

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



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.9784 top1= 75.5682

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



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9305 top1= 81.7408


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9198 top1= 81.2400


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9262 top1= 81.7107

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 1.0070 top1= 72.1591

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



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E24B10 |   4224/60000 (  7%) ] Loss: 0.9866 top1= 77.2727

=== 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 |   8064/60000 ( 13%) ] Loss: 0.9259 top1= 76.4205

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8749 top1= 82.4319


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8647 top1= 82.0713


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8703 top1= 82.2716

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.9566 top1= 72.4432

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E25B10 |   4224/60000 (  7%) ] Loss: 0.9379 top1= 78.6932

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.8789 top1= 76.7045

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8256 top1= 82.9828


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8158 top1= 82.7724


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8208 top1= 82.9928

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.9118 top1= 74.1477

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E26B10 |   4224/60000 (  7%) ] Loss: 0.8945 top1= 79.8295

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.8366 top1= 77.8409

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7819 top1= 83.5737


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7726 top1= 83.2432


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7771 top1= 83.4635

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.8717 top1= 75.2841

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E27B10 |   4224/60000 (  7%) ] Loss: 0.8557 top1= 80.1136

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.7986 top1= 78.4091

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7433 top1= 83.8942


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7346 top1= 83.5837


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7384 top1= 83.8942

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.8361 top1= 76.7045

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029


[E28B10 |   4224/60000 (  7%) ] Loss: 0.8212 top1= 80.3977

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.7648 top1= 78.4091

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7092 top1= 84.2748


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7012 top1= 84.0244


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7043 top1= 84.3550

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.8042 top1= 77.2727

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E29B10 |   4224/60000 (  7%) ] Loss: 0.7903 top1= 81.5341

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.7344 top1= 78.6932

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6789 top1= 84.5453


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6715 top1= 84.5052


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6739 top1= 84.7857

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.7753 top1= 78.4091

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E30B10 |   4224/60000 (  7%) ] Loss: 0.7626 top1= 81.8182

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.7069 top1= 79.8295

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6520 top1= 84.9960


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6453 top1= 84.8458


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6468 top1= 85.1462

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.7491 top1= 78.9773

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035


[E31B10 |   4224/60000 (  7%) ] Loss: 0.7377 top1= 81.8182

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.6821 top1= 80.6818

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6280 top1= 85.3265


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6219 top1= 85.1162


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6229 top1= 85.4968

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.7253 top1= 79.8295

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037


[E32B10 |   4224/60000 (  7%) ] Loss: 0.7152 top1= 82.3864

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.6595 top1= 80.6818

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6067 top1= 85.5970


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6010 top1= 85.2764


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6015 top1= 85.7672

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.7036 top1= 80.6818

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.010



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039


[E33B10 |   4224/60000 (  7%) ] Loss: 0.6950 top1= 82.3864

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.6388 top1= 81.2500

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.040



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5874 top1= 85.9075


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5822 top1= 85.6470


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5823 top1= 86.0777

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.6836 top1= 81.2500

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.010



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.041


[E34B10 |   4224/60000 (  7%) ] Loss: 0.6766 top1= 83.8068

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



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.042


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.6198 top1= 82.1023

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5702 top1= 86.1378


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5653 top1= 85.9575


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5652 top1= 86.3582

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.6653 top1= 81.2500

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.043


[E35B10 |   4224/60000 (  7%) ] Loss: 0.6597 top1= 84.3750

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.044


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.6023 top1= 82.9545

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.045



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5545 top1= 86.4183


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5500 top1= 86.2280


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5496 top1= 86.5585

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.6485 top1= 81.8182

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.045


[E36B10 |   4224/60000 (  7%) ] Loss: 0.6443 top1= 84.9432

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.046


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.5861 top1= 83.2386

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5403 top1= 86.7087


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5361 top1= 86.4183


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5356 top1= 86.7188

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.6328 top1= 81.8182

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.048


[E37B10 |   4224/60000 (  7%) ] Loss: 0.6303 top1= 85.2273

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.048


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.5710 top1= 83.2386

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.049



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5274 top1= 86.7989


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5233 top1= 86.6687


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5229 top1= 86.8890

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.6183 top1= 82.6705

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.050


[E38B10 |   4224/60000 (  7%) ] Loss: 0.6173 top1= 84.9432

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.051


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.5569 top1= 83.2386

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.013



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5156 top1= 87.0092


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5117 top1= 86.8289


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5113 top1= 87.0693

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.6049 top1= 82.9545

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.013



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052


[E39B10 |   4224/60000 (  7%) ] Loss: 0.6053 top1= 85.2273

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.013



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.053


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.5438 top1= 83.2386

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.013



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5048 top1= 87.1595


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5010 top1= 86.9792


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5007 top1= 87.2496

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.5923 top1= 83.8068

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.013



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055


[E40B10 |   4224/60000 (  7%) ] Loss: 0.5942 top1= 85.5114

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.014



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.056


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.5316 top1= 83.5227

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.014



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.056



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4948 top1= 87.2796


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4913 top1= 87.1795


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4909 top1= 87.4099

