
=== Start adding workers ===
=> Add worker SGDMWorker(index=0, momentum=0.0)
=> Add worker SGDMWorker(index=1, momentum=0.0)
=> Add worker SGDMWorker(index=2, momentum=0.0)
=> Add worker SGDMWorker(index=3, momentum=0.0)
=> Add worker SGDMWorker(index=4, momentum=0.0)
=> Add worker SGDMWorker(index=5, momentum=0.0)
=> Add worker SGDMWorker(index=6, momentum=0.0)
=> Add worker SGDMWorker(index=7, momentum=0.0)
=> Add worker SGDMWorker(index=8, momentum=0.0)
=> Add worker SGDMWorker(index=9, momentum=0.0)
=> Add worker SGDMWorker(index=10, momentum=0.0)
=> Add worker ByzantineWorker(index=11)
=> Add worker ByzantineWorker(index=12)

=== Start adding graph ===
TwoCliquesWithByzantine(m=5,b=2)

Train epoch 1
[E 1B0  |    416/60000 (  1%) ] Loss: 2.3051 top1=  8.5227

=== Peeking data label distribution E1B0 ===
Worker 0 has targets: tensor([9, 9, 2, 5, 8], device='cuda:0')
Worker 1 has targets: tensor([3, 4, 1, 1, 9], device='cuda:0')
Worker 2 has targets: tensor([5, 0, 6, 6, 2], device='cuda:0')
Worker 3 has targets: tensor([4, 6, 5, 0, 1], device='cuda:0')
Worker 4 has targets: tensor([7, 8, 5, 1, 0], device='cuda:0')
Worker 5 has targets: tensor([4, 9, 4, 4, 7], device='cuda:0')
Worker 6 has targets: tensor([9, 9, 7, 4, 9], device='cuda:0')
Worker 7 has targets: tensor([6, 3, 4, 0, 2], device='cuda:0')
Worker 8 has targets: tensor([8, 1, 1, 0, 6], device='cuda:0')
Worker 9 has targets: tensor([8, 3, 8, 7, 8], device='cuda:0')
Worker 10 has targets: tensor([7, 2, 7, 0, 7], device='cuda:0')
Worker 11 has targets: tensor([4, 5, 3, 6, 7], device='cuda:0')
Worker 12 has targets: tensor([8, 0, 3, 7, 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 |   4576/60000 (  8%) ] Loss: 2.2967 top1= 11.3636

=== 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 |   8736/60000 ( 15%) ] Loss: 2.2866 top1= 10.5114

=== 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=2.2777 top1= 17.4679


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2779 top1= 17.2175


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2778 top1= 17.6082

Train epoch 2
[E 2B0  |    416/60000 (  1%) ] Loss: 2.2766 top1= 12.5000

=== 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 |   4576/60000 (  8%) ] Loss: 2.2696 top1= 16.1932

=== 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 |   8736/60000 ( 15%) ] Loss: 2.2604 top1= 14.2045

=== 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=2.2519 top1= 26.1919


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2519 top1= 26.3421


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2521 top1= 26.3421

Train epoch 3
[E 3B0  |    416/60000 (  1%) ] Loss: 2.2482 top1= 19.3182

=== 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 |   4576/60000 (  8%) ] Loss: 2.2423 top1= 22.4432

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



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


[E 3B20 |   8736/60000 ( 15%) ] Loss: 2.2326 top1= 20.7386

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2239 top1= 29.2768


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2237 top1= 30.2384


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2245 top1= 31.4904

Train epoch 4
[E 4B0  |    416/60000 (  1%) ] Loss: 2.2186 top1= 25.2841

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



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


[E 4B10 |   4576/60000 (  8%) ] Loss: 2.2123 top1= 26.7045

=== 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 |   8736/60000 ( 15%) ] Loss: 2.2016 top1= 27.5568

=== 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=2.1924 top1= 37.7504


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1924 top1= 35.3365


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1937 top1= 39.6534

Train epoch 5
[E 5B0  |    416/60000 (  1%) ] Loss: 2.1865 top1= 30.6818

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.001



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


[E 5B10 |   4576/60000 (  8%) ] Loss: 2.1787 top1= 34.0909

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E 5B20 |   8736/60000 ( 15%) ] Loss: 2.1674 top1= 32.9545

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.001



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1575 top1= 41.5064


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1577 top1= 41.2861


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1596 top1= 42.4579

Train epoch 6
[E 6B0  |    416/60000 (  1%) ] Loss: 2.1515 top1= 35.5114

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



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


[E 6B10 |   4576/60000 (  8%) ] Loss: 2.1413 top1= 38.9205

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



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E 6B20 |   8736/60000 ( 15%) ] Loss: 2.1290 top1= 39.4886

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



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1185 top1= 44.2107


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1190 top1= 45.1022


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1218 top1= 44.2107

Train epoch 7
[E 7B0  |    416/60000 (  1%) ] Loss: 2.1131 top1= 39.2045

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



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


[E 7B10 |   4576/60000 (  8%) ] Loss: 2.0992 top1= 41.1932

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



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


[E 7B20 |   8736/60000 ( 15%) ] Loss: 2.0857 top1= 43.4659

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0747 top1= 47.0853


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0751 top1= 48.9083


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0797 top1= 46.2841

Train epoch 8
[E 8B0  |    416/60000 (  1%) ] Loss: 2.0699 top1= 41.4773

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.002



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


[E 8B10 |   4576/60000 (  8%) ] Loss: 2.0515 top1= 45.1705

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E 8B20 |   8736/60000 ( 15%) ] Loss: 2.0373 top1= 46.5909

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0253 top1= 49.9299


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0253 top1= 52.4239


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0325 top1= 48.9483

Train epoch 9
[E 9B0  |    416/60000 (  1%) ] Loss: 2.0213 top1= 44.0341

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E 9B10 |   4576/60000 (  8%) ] Loss: 1.9978 top1= 49.4318

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E 9B20 |   8736/60000 ( 15%) ] Loss: 1.9832 top1= 50.5682

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9698 top1= 53.0349


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9696 top1= 55.8794


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9792 top1= 52.0933

Train epoch 10
[E10B0  |    416/60000 (  1%) ] Loss: 1.9666 top1= 47.7273

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E10B10 |   4576/60000 (  8%) ] Loss: 1.9371 top1= 52.2727

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E10B20 |   8736/60000 ( 15%) ] Loss: 1.9228 top1= 53.1250

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9076 top1= 56.2800


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9075 top1= 58.6538


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9192 top1= 55.2684

Train epoch 11
[E11B0  |    416/60000 (  1%) ] Loss: 1.9060 top1= 51.4205

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E11B10 |   4576/60000 (  8%) ] Loss: 1.8690 top1= 56.2500

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E11B20 |   8736/60000 ( 15%) ] Loss: 1.8563 top1= 55.1136

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8384 top1= 58.9543


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8383 top1= 61.4083


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8519 top1= 58.7440

Train epoch 12
[E12B0  |    416/60000 (  1%) ] Loss: 1.8387 top1= 53.9773

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011


[E12B10 |   4576/60000 (  8%) ] Loss: 1.7935 top1= 58.2386

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E12B20 |   8736/60000 ( 15%) ] Loss: 1.7828 top1= 56.8182

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7622 top1= 61.6186


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7620 top1= 64.0425


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7778 top1= 61.4683

Train epoch 13
[E13B0  |    416/60000 (  1%) ] Loss: 1.7654 top1= 55.3977

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E13B10 |   4576/60000 (  8%) ] Loss: 1.7110 top1= 60.2273

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E13B20 |   8736/60000 ( 15%) ] Loss: 1.7037 top1= 58.5227

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



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6795 top1= 63.8722


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6791 top1= 66.4864


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6974 top1= 64.5533

Train epoch 14
[E14B0  |    416/60000 (  1%) ] Loss: 1.6868 top1= 57.1023

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



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E14B10 |   4576/60000 (  8%) ] Loss: 1.6224 top1= 63.3523

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



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E14B20 |   8736/60000 ( 15%) ] Loss: 1.6200 top1= 60.7955

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5912 top1= 66.3562


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5906 top1= 68.7300


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6115 top1= 67.2175

Train epoch 15
[E15B0  |    416/60000 (  1%) ] Loss: 1.6039 top1= 58.5227

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E15B10 |   4576/60000 (  8%) ] Loss: 1.5294 top1= 66.1932

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E15B20 |   8736/60000 ( 15%) ] Loss: 1.5330 top1= 63.6364

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4989 top1= 68.7700


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4980 top1= 70.9836


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5212 top1= 69.4111

Train epoch 16
[E16B0  |    416/60000 (  1%) ] Loss: 1.5176 top1= 61.3636

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E16B10 |   4576/60000 (  8%) ] Loss: 1.4338 top1= 68.4659

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E16B20 |   8736/60000 ( 15%) ] Loss: 1.4447 top1= 64.7727

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4049 top1= 71.2740


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4037 top1= 73.2372


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4285 top1= 71.6346

Train epoch 17
[E17B0  |    416/60000 (  1%) ] Loss: 1.4302 top1= 63.3523

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.010



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E17B10 |   4576/60000 (  8%) ] Loss: 1.3379 top1= 70.7386

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028


[E17B20 |   8736/60000 ( 15%) ] Loss: 1.3571 top1= 67.0455

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3116 top1= 73.1971


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3103 top1= 74.9299


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3355 top1= 73.7380

Train epoch 18
[E18B0  |    416/60000 (  1%) ] Loss: 1.3440 top1= 65.6250

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E18B10 |   4576/60000 (  8%) ] Loss: 1.2442 top1= 73.0114

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E18B20 |   8736/60000 ( 15%) ] Loss: 1.2722 top1= 67.3295

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2213 top1= 75.2204


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2201 top1= 76.6326


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2444 top1= 75.6110

Train epoch 19
[E19B0  |    416/60000 (  1%) ] Loss: 1.2603 top1= 68.4659

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.013



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035


[E19B10 |   4576/60000 (  8%) ] Loss: 1.1546 top1= 74.7159

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.013



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037


[E19B20 |   8736/60000 ( 15%) ] Loss: 1.1917 top1= 68.7500

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.014



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1361 top1= 76.7728


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1351 top1= 77.8345


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1577 top1= 77.2436

Train epoch 20
[E20B0  |    416/60000 (  1%) ] Loss: 1.1812 top1= 69.8864

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.014



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.040


[E20B10 |   4576/60000 (  8%) ] Loss: 1.0712 top1= 75.2841

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.015



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.041


[E20B20 |   8736/60000 ( 15%) ] Loss: 1.1168 top1= 71.5909

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.015



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.043



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0576 top1= 77.9447


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0568 top1= 78.9163


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0771 top1= 78.6759

Train epoch 21
[E21B0  |    416/60000 (  1%) ] Loss: 1.1073 top1= 70.7386

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.016



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.044


[E21B10 |   4576/60000 (  8%) ] Loss: 0.9950 top1= 76.7045

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.046


[E21B20 |   8736/60000 ( 15%) ] Loss: 1.0483 top1= 74.4318

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9864 top1= 79.1366


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9859 top1= 80.0381


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0036 top1= 79.6875

Train epoch 22
[E22B0  |    416/60000 (  1%) ] Loss: 1.0394 top1= 72.4432

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.049


[E22B10 |   4576/60000 (  8%) ] Loss: 0.9266 top1= 78.6932

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.018



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.051


[E22B20 |   8736/60000 ( 15%) ] Loss: 0.9862 top1= 75.8523

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.019



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9227 top1= 80.0381


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9227 top1= 80.9195


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9375 top1= 80.6591

Train epoch 23
[E23B0  |    416/60000 (  1%) ] Loss: 0.9777 top1= 74.4318

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.019



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054


[E23B10 |   4576/60000 (  8%) ] Loss: 0.8655 top1= 80.1136

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.020



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.056


[E23B20 |   8736/60000 ( 15%) ] Loss: 0.9304 top1= 76.9886

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.020



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.058



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8663 top1= 81.0797


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8668 top1= 81.5605


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8786 top1= 81.5204

Train epoch 24
[E24B0  |    416/60000 (  1%) ] Loss: 0.9221 top1= 77.2727

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.021



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059


[E24B10 |   4576/60000 (  8%) ] Loss: 0.8111 top1= 79.8295

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.022



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.061


[E24B20 |   8736/60000 ( 15%) ] Loss: 0.8804 top1= 77.5568

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.022



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8165 top1= 81.9111


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8175 top1= 82.3017


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8267 top1= 82.2216

Train epoch 25
[E25B0  |    416/60000 (  1%) ] Loss: 0.8720 top1= 78.4091

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.023



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.065


[E25B10 |   4576/60000 (  8%) ] Loss: 0.7629 top1= 81.2500

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.023



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.067


[E25B20 |   8736/60000 ( 15%) ] Loss: 0.8358 top1= 78.1250

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.024



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.068



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7726 top1= 82.5921


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7740 top1= 82.9728


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7810 top1= 82.8425

Train epoch 26
[E26B0  |    416/60000 (  1%) ] Loss: 0.8269 top1= 78.6932

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.025



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.070


[E26B10 |   4576/60000 (  8%) ] Loss: 0.7202 top1= 81.8182

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.025



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.072


[E26B20 |   8736/60000 ( 15%) ] Loss: 0.7958 top1= 79.5455

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.026



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.074



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7341 top1= 83.1731


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7359 top1= 83.4435


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7409 top1= 83.3734

Train epoch 27
[E27B0  |    416/60000 (  1%) ] Loss: 0.7864 top1= 79.8295

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.027



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.076


[E27B10 |   4576/60000 (  8%) ] Loss: 0.6824 top1= 82.6705

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.027



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.078


[E27B20 |   8736/60000 ( 15%) ] Loss: 0.7601 top1= 80.3977

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.028



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.080



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7002 top1= 83.4836


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7023 top1= 83.8642


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7057 top1= 83.8442

Train epoch 28
[E28B0  |    416/60000 (  1%) ] Loss: 0.7500 top1= 81.5341

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.029



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.082


[E28B10 |   4576/60000 (  8%) ] Loss: 0.6487 top1= 84.0909

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.029



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.084


[E28B20 |   8736/60000 ( 15%) ] Loss: 0.7283 top1= 80.9659

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.030



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.086



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6703 top1= 83.9243


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6726 top1= 84.2748


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6747 top1= 84.1947

Train epoch 29
[E29B0  |    416/60000 (  1%) ] Loss: 0.7170 top1= 81.8182

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.031



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.088


[E29B10 |   4576/60000 (  8%) ] Loss: 0.6186 top1= 84.9432

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.031



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.090


[E29B20 |   8736/60000 ( 15%) ] Loss: 0.6997 top1= 81.5341

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.032



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.092



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6438 top1= 84.3349


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6463 top1= 84.6354


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6472 top1= 84.6354

Train epoch 30
[E30B0  |    416/60000 (  1%) ] Loss: 0.6871 top1= 82.9545

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.033



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.094


[E30B10 |   4576/60000 (  8%) ] Loss: 0.5914 top1= 85.2273

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.034



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.096


[E30B20 |   8736/60000 ( 15%) ] Loss: 0.6740 top1= 81.8182

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.034



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.099



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6201 top1= 84.5653


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6229 top1= 84.9860


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6228 top1= 84.9659

Train epoch 31
[E31B0  |    416/60000 (  1%) ] Loss: 0.6597 top1= 82.9545

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.035



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.101


[E31B10 |   4576/60000 (  8%) ] Loss: 0.5670 top1= 85.5114

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.036



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.103


[E31B20 |   8736/60000 ( 15%) ] Loss: 0.6507 top1= 82.1023

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.036



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.105



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5991 top1= 84.9860


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6020 top1= 85.4367


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6010 top1= 85.2664

Train epoch 32
[E32B0  |    416/60000 (  1%) ] Loss: 0.6348 top1= 84.3750

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.037



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.107


[E32B10 |   4576/60000 (  8%) ] Loss: 0.5448 top1= 85.5114

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.038



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.110


[E32B20 |   8736/60000 ( 15%) ] Loss: 0.6295 top1= 82.1023

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.039



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.112



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5801 top1= 85.2664


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5832 top1= 85.6671


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5815 top1= 85.5068

Train epoch 33
[E33B0  |    416/60000 (  1%) ] Loss: 0.6120 top1= 85.5114

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.039



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.114


[E33B10 |   4576/60000 (  8%) ] Loss: 0.5247 top1= 85.5114

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.040



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.116


[E33B20 |   8736/60000 ( 15%) ] Loss: 0.6102 top1= 82.1023

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.041



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.119



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5630 top1= 85.5469


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5663 top1= 85.9275


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5640 top1= 85.7873

Train epoch 34
[E34B0  |    416/60000 (  1%) ] Loss: 0.5911 top1= 86.0795

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.042



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.121


[E34B10 |   4576/60000 (  8%) ] Loss: 0.5063 top1= 86.3636

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.043



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.124


[E34B20 |   8736/60000 ( 15%) ] Loss: 0.5926 top1= 82.3864

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.043



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.126



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5476 top1= 85.8874


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5509 top1= 86.0677


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5482 top1= 85.9876

Train epoch 35
[E35B0  |    416/60000 (  1%) ] Loss: 0.5718 top1= 86.0795

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.044



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.128


[E35B10 |   4576/60000 (  8%) ] Loss: 0.4895 top1= 86.9318

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.045



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.131


[E35B20 |   8736/60000 ( 15%) ] Loss: 0.5763 top1= 83.2386

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.046



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.133



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5335 top1= 85.9976


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5370 top1= 86.2580


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5339 top1= 86.2981

Train epoch 36
[E36B0  |    416/60000 (  1%) ] Loss: 0.5540 top1= 86.6477

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.047



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.136


[E36B10 |   4576/60000 (  8%) ] Loss: 0.4743 top1= 87.5000

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.047



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.138


[E36B20 |   8736/60000 ( 15%) ] Loss: 0.5615 top1= 83.2386

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.048



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.141



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5208 top1= 86.2380


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5243 top1= 86.2881


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5208 top1= 86.5485

Train epoch 37
[E37B0  |    416/60000 (  1%) ] Loss: 0.5375 top1= 86.9318

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.049



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.143


[E37B10 |   4576/60000 (  8%) ] Loss: 0.4602 top1= 87.5000

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.050



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.146


[E37B20 |   8736/60000 ( 15%) ] Loss: 0.5479 top1= 83.8068

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.051



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.148



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5091 top1= 86.3882


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5127 top1= 86.4884


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5090 top1= 86.7688

Train epoch 38
[E38B0  |    416/60000 (  1%) ] Loss: 0.5223 top1= 87.5000

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.051



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.151


[E38B10 |   4576/60000 (  8%) ] Loss: 0.4474 top1= 87.7841

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.052



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.154


[E38B20 |   8736/60000 ( 15%) ] Loss: 0.5354 top1= 83.8068

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.053



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.156



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4984 top1= 86.6186


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5020 top1= 86.7188


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4982 top1= 86.9391

Train epoch 39
[E39B0  |    416/60000 (  1%) ] Loss: 0.5080 top1= 87.7841

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.054



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.159


[E39B10 |   4576/60000 (  8%) ] Loss: 0.4355 top1= 88.9205

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.055



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.162


[E39B20 |   8736/60000 ( 15%) ] Loss: 0.5237 top1= 84.6591

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.056



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.164



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4885 top1= 86.7989


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4922 top1= 86.9291


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4883 top1= 87.0593

Train epoch 40
[E40B0  |    416/60000 (  1%) ] Loss: 0.4948 top1= 88.3523

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.057



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.167


[E40B10 |   4576/60000 (  8%) ] Loss: 0.4245 top1= 88.9205

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.058



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.170


[E40B20 |   8736/60000 ( 15%) ] Loss: 0.5128 top1= 84.9432

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.058



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.173



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4794 top1= 86.9892


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4831 top1= 87.0393


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4791 top1= 87.2095

