
=== 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
=> Add worker LabelFlippingWorker

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

Train epoch 1
[E 1B0  |    416/60000 (  1%) ] Loss: 2.3120 top1=  8.2386

=== Peeking data label distribution E1B0 ===
Worker 0 has targets: tensor([0, 0, 0, 0, 0], device='cuda:0')
Worker 1 has targets: tensor([1, 0, 1, 1, 1], device='cuda:0')
Worker 2 has targets: tensor([1, 1, 2, 2, 2], device='cuda:0')
Worker 3 has targets: tensor([2, 2, 2, 2, 2], device='cuda:0')
Worker 4 has targets: tensor([3, 3, 3, 3, 3], device='cuda:0')
Worker 5 has targets: tensor([4, 3, 4, 4, 4], device='cuda:0')
Worker 6 has targets: tensor([5, 4, 5, 5, 5], device='cuda:0')
Worker 7 has targets: tensor([5, 5, 6, 5, 6], device='cuda:0')
Worker 8 has targets: tensor([6, 6, 6, 6, 6], device='cuda:0')
Worker 9 has targets: tensor([7, 7, 7, 7, 7], device='cuda:0')
Worker 10 has targets: tensor([8, 7, 8, 8, 8], device='cuda:0')
Worker 11 has targets: tensor([0, 1, 0, 0, 0], device='cuda:0')
Worker 12 has targets: tensor([0, 0, 0, 0, 0], 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: 2.2546 top1= 17.6136

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



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E 1B20 |   8736/60000 ( 15%) ] Loss: 2.2132 top1= 26.7045

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2846 top1= 12.7704


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2833 top1= 17.2676


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2887 top1= 14.6334

Train epoch 2
[E 2B0  |    416/60000 (  1%) ] Loss: 2.1652 top1= 32.3864

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E 2B10 |   4576/60000 (  8%) ] Loss: 2.1282 top1= 33.2386

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E 2B20 |   8736/60000 ( 15%) ] Loss: 2.0920 top1= 40.3409

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2678 top1= 11.8289


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2799 top1= 22.9267


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2749 top1= 20.0220

Train epoch 3
[E 3B0  |    416/60000 (  1%) ] Loss: 2.0416 top1= 44.8864

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E 3B10 |   4576/60000 (  8%) ] Loss: 2.0088 top1= 41.4773

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E 3B20 |   8736/60000 ( 15%) ] Loss: 1.9823 top1= 46.3068

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2517 top1= 17.2175


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2879 top1= 22.2656


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2576 top1= 24.0184

Train epoch 4
[E 4B0  |    416/60000 (  1%) ] Loss: 1.9347 top1= 48.5795

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E 4B10 |   4576/60000 (  8%) ] Loss: 1.9045 top1= 47.1591

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E 4B20 |   8736/60000 ( 15%) ] Loss: 1.8823 top1= 48.2955

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2321 top1= 20.5329


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2969 top1= 22.9667


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2364 top1= 27.0132

Train epoch 5
[E 5B0  |    416/60000 (  1%) ] Loss: 1.8335 top1= 51.1364

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028


[E 5B10 |   4576/60000 (  8%) ] Loss: 1.8030 top1= 50.0000

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E 5B20 |   8736/60000 ( 15%) ] Loss: 1.7821 top1= 53.4091

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2046 top1= 22.0954


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2999 top1= 25.3606


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2129 top1= 30.3886

Train epoch 6
[E 6B0  |    416/60000 (  1%) ] Loss: 1.7312 top1= 55.3977

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E 6B10 |   4576/60000 (  8%) ] Loss: 1.6998 top1= 54.8295

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034


[E 6B20 |   8736/60000 ( 15%) ] Loss: 1.6802 top1= 57.9545

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1668 top1= 24.3790


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2913 top1= 28.6759


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1837 top1= 32.8025

Train epoch 7
[E 7B0  |    416/60000 (  1%) ] Loss: 1.6276 top1= 61.0795

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036


[E 7B10 |   4576/60000 (  8%) ] Loss: 1.5950 top1= 60.7955

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036


[E 7B20 |   8736/60000 ( 15%) ] Loss: 1.5755 top1= 62.2159

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1185 top1= 26.5725


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2708 top1= 31.5905


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1474 top1= 38.2712

Train epoch 8
[E 8B0  |    416/60000 (  1%) ] Loss: 1.5222 top1= 64.7727

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037


[E 8B10 |   4576/60000 (  8%) ] Loss: 1.4875 top1= 62.7841

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038


[E 8B20 |   8736/60000 ( 15%) ] Loss: 1.4671 top1= 65.6250

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0607 top1= 28.4155


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2410 top1= 33.9243


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1064 top1= 41.6366

Train epoch 9
[E 9B0  |    416/60000 (  1%) ] Loss: 1.4141 top1= 66.7614

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039


[E 9B10 |   4576/60000 (  8%) ] Loss: 1.3781 top1= 67.8977

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039


[E 9B20 |   8736/60000 ( 15%) ] Loss: 1.3569 top1= 69.8864

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9954 top1= 31.4904


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2028 top1= 35.5168


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0591 top1= 44.2007

Train epoch 10
[E10B0  |    416/60000 (  1%) ] Loss: 1.3069 top1= 71.3068

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039


[E10B10 |   4576/60000 (  8%) ] Loss: 1.2709 top1= 71.0227

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039


[E10B20 |   8736/60000 ( 15%) ] Loss: 1.2488 top1= 72.7273

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9246 top1= 36.1579


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1570 top1= 36.4784


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0051 top1= 46.6546

Train epoch 11
[E11B0  |    416/60000 (  1%) ] Loss: 1.2039 top1= 73.2955

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039


[E11B10 |   4576/60000 (  8%) ] Loss: 1.1685 top1= 72.7273

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038


[E11B20 |   8736/60000 ( 15%) ] Loss: 1.1453 top1= 75.8523

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8506 top1= 40.7151


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1048 top1= 37.1695


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9450 top1= 48.7079

Train epoch 12
[E12B0  |    416/60000 (  1%) ] Loss: 1.1074 top1= 75.2841

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037


[E12B10 |   4576/60000 (  8%) ] Loss: 1.0724 top1= 75.2841

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037


[E12B20 |   8736/60000 ( 15%) ] Loss: 1.0480 top1= 78.4091

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7757 top1= 44.9419


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0495 top1= 37.8906


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8812 top1= 50.3005

Train epoch 13
[E13B0  |    416/60000 (  1%) ] Loss: 1.0179 top1= 78.1250

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035


[E13B10 |   4576/60000 (  8%) ] Loss: 0.9842 top1= 76.7045

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034


[E13B20 |   8736/60000 ( 15%) ] Loss: 0.9586 top1= 79.8295

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7028 top1= 48.6078


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9959 top1= 39.0925


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8181 top1= 51.4423

Train epoch 14
[E14B0  |    416/60000 (  1%) ] Loss: 0.9354 top1= 80.3977

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E14B10 |   4576/60000 (  8%) ] Loss: 0.9043 top1= 79.2614

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E14B20 |   8736/60000 ( 15%) ] Loss: 0.8771 top1= 81.2500

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



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6344 top1= 51.8129


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9426 top1= 40.5950


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7587 top1= 52.3838

Train epoch 15
[E15B0  |    416/60000 (  1%) ] Loss: 0.8606 top1= 81.5341

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



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E15B10 |   4576/60000 (  8%) ] Loss: 0.8321 top1= 80.3977

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



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E15B20 |   8736/60000 ( 15%) ] Loss: 0.8040 top1= 82.3864

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5720 top1= 54.5172


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8914 top1= 42.0773


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7035 top1= 53.0349

Train epoch 16
[E16B0  |    416/60000 (  1%) ] Loss: 0.7941 top1= 82.6705

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029


[E16B10 |   4576/60000 (  8%) ] Loss: 0.7683 top1= 81.5341

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028


[E16B20 |   8736/60000 ( 15%) ] Loss: 0.7392 top1= 84.0909

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



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5159 top1= 56.9812


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8433 top1= 43.0889


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6534 top1= 53.6959

Train epoch 17
[E17B0  |    416/60000 (  1%) ] Loss: 0.7353 top1= 84.3750

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



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


[E17B10 |   4576/60000 (  8%) ] Loss: 0.7125 top1= 82.1023

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



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E17B20 |   8736/60000 ( 15%) ] Loss: 0.6824 top1= 84.9432

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



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4663 top1= 58.8341


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7990 top1= 43.8401


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6092 top1= 54.3570

Train epoch 18
[E18B0  |    416/60000 (  1%) ] Loss: 0.6836 top1= 85.2273

=== 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 |   4576/60000 (  8%) ] Loss: 0.6639 top1= 83.5227

=== 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 |   8736/60000 ( 15%) ] Loss: 0.6326 top1= 84.9432

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



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4226 top1= 60.3566


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7591 top1= 44.6915


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5711 top1= 54.9880

Train epoch 19
[E19B0  |    416/60000 (  1%) ] Loss: 0.6382 top1= 85.7955

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



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E19B10 |   4576/60000 (  8%) ] Loss: 0.6216 top1= 83.8068

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E19B20 |   8736/60000 ( 15%) ] Loss: 0.5891 top1= 85.2273

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3847 top1= 61.6286


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7226 top1= 45.5729


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5382 top1= 55.5489

Train epoch 20
[E20B0  |    416/60000 (  1%) ] Loss: 0.5985 top1= 85.2273

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E20B10 |   4576/60000 (  8%) ] Loss: 0.5851 top1= 84.6591

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



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E20B20 |   8736/60000 ( 15%) ] Loss: 0.5510 top1= 86.6477

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3525 top1= 62.6302


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6911 top1= 46.4744


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5104 top1= 56.1699

Train epoch 21
[E21B0  |    416/60000 (  1%) ] Loss: 0.5637 top1= 85.7955

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E21B10 |   4576/60000 (  8%) ] Loss: 0.5533 top1= 85.2273

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



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E21B20 |   8736/60000 ( 15%) ] Loss: 0.5178 top1= 87.5000

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3250 top1= 63.8121


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6633 top1= 47.3558


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4870 top1= 56.6506

Train epoch 22
[E22B0  |    416/60000 (  1%) ] Loss: 0.5332 top1= 86.6477

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



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E22B10 |   4576/60000 (  8%) ] Loss: 0.5257 top1= 85.7955

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



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E22B20 |   8736/60000 ( 15%) ] Loss: 0.4886 top1= 88.0682

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.004



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3018 top1= 64.7536


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6392 top1= 48.1270


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4676 top1= 57.2115

Train epoch 23
[E23B0  |    416/60000 (  1%) ] Loss: 0.5063 top1= 87.2159

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E23B10 |   4576/60000 (  8%) ] Loss: 0.5015 top1= 86.9318

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E23B20 |   8736/60000 ( 15%) ] Loss: 0.4628 top1= 89.4886

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2825 top1= 65.6050


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6188 top1= 49.0685


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4515 top1= 57.7324

Train epoch 24
[E24B0  |    416/60000 (  1%) ] Loss: 0.4826 top1= 88.0682

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E24B10 |   4576/60000 (  8%) ] Loss: 0.4802 top1= 87.5000

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E24B20 |   8736/60000 ( 15%) ] Loss: 0.4399 top1= 90.6250

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2662 top1= 66.4764


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6014 top1= 50.0200


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4383 top1= 58.2632

Train epoch 25
[E25B0  |    416/60000 (  1%) ] Loss: 0.4613 top1= 88.9205

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E25B10 |   4576/60000 (  8%) ] Loss: 0.4613 top1= 87.5000

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E25B20 |   8736/60000 ( 15%) ] Loss: 0.4195 top1= 90.9091

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2525 top1= 67.1675


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5868 top1= 50.7512


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4274 top1= 58.7941

Train epoch 26
[E26B0  |    416/60000 (  1%) ] Loss: 0.4422 top1= 89.7727

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E26B10 |   4576/60000 (  8%) ] Loss: 0.4445 top1= 88.0682

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E26B20 |   8736/60000 ( 15%) ] Loss: 0.4009 top1= 91.1932

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2411 top1= 67.7384


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5749 top1= 51.4523


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4181 top1= 59.2949

Train epoch 27
[E27B0  |    416/60000 (  1%) ] Loss: 0.4249 top1= 89.7727

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E27B10 |   4576/60000 (  8%) ] Loss: 0.4295 top1= 88.6364

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E27B20 |   8736/60000 ( 15%) ] Loss: 0.3843 top1= 91.4773

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2316 top1= 68.3994


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5644 top1= 52.1735


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4106 top1= 59.7957

Train epoch 28
[E28B0  |    416/60000 (  1%) ] Loss: 0.4092 top1= 90.3409

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E28B10 |   4576/60000 (  8%) ] Loss: 0.4161 top1= 88.6364

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



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E28B20 |   8736/60000 ( 15%) ] Loss: 0.3693 top1= 92.3295

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2240 top1= 68.9503


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5561 top1= 53.0148


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4048 top1= 60.2764

Train epoch 29
[E29B0  |    416/60000 (  1%) ] Loss: 0.3950 top1= 90.9091

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



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E29B10 |   4576/60000 (  8%) ] Loss: 0.4039 top1= 89.2045

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E29B20 |   8736/60000 ( 15%) ] Loss: 0.3558 top1= 92.8977

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2178 top1= 69.4211


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5494 top1= 53.6058


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4001 top1= 60.7973

Train epoch 30
[E30B0  |    416/60000 (  1%) ] Loss: 0.3819 top1= 90.6250

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E30B10 |   4576/60000 (  8%) ] Loss: 0.3928 top1= 89.2045

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E30B20 |   8736/60000 ( 15%) ] Loss: 0.3433 top1= 92.8977

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2127 top1= 69.8417


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5441 top1= 54.0966


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3963 top1= 61.2680

Train epoch 31
[E31B0  |    416/60000 (  1%) ] Loss: 0.3698 top1= 90.9091

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E31B10 |   4576/60000 (  8%) ] Loss: 0.3828 top1= 89.2045

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E31B20 |   8736/60000 ( 15%) ] Loss: 0.3317 top1= 92.8977

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2085 top1= 70.2424


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5397 top1= 54.6174


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3934 top1= 61.8389

Train epoch 32
[E32B0  |    416/60000 (  1%) ] Loss: 0.3585 top1= 90.9091

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E32B10 |   4576/60000 (  8%) ] Loss: 0.3735 top1= 89.7727

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E32B20 |   8736/60000 ( 15%) ] Loss: 0.3211 top1= 92.8977

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2052 top1= 70.5929


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5363 top1= 54.9479


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3913 top1= 62.3297

Train epoch 33
[E33B0  |    416/60000 (  1%) ] Loss: 0.3481 top1= 91.1932

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E33B10 |   4576/60000 (  8%) ] Loss: 0.3651 top1= 90.0568

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E33B20 |   8736/60000 ( 15%) ] Loss: 0.3115 top1= 93.1818

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2024 top1= 70.9235


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5335 top1= 55.4387


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3897 top1= 62.7304

Train epoch 34
[E34B0  |    416/60000 (  1%) ] Loss: 0.3384 top1= 91.4773

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E34B10 |   4576/60000 (  8%) ] Loss: 0.3573 top1= 90.0568

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



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E34B20 |   8736/60000 ( 15%) ] Loss: 0.3024 top1= 92.8977

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



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2005 top1= 71.3141


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5315 top1= 55.8794


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3887 top1= 63.0709

Train epoch 35
[E35B0  |    416/60000 (  1%) ] Loss: 0.3294 top1= 92.6136

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



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E35B10 |   4576/60000 (  8%) ] Loss: 0.3500 top1= 90.6250

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



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E35B20 |   8736/60000 ( 15%) ] Loss: 0.2941 top1= 93.4659

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



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1994 top1= 71.4844


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5302 top1= 56.3602


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3885 top1= 63.4515

Train epoch 36
[E36B0  |    416/60000 (  1%) ] Loss: 0.3210 top1= 92.6136

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



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E36B10 |   4576/60000 (  8%) ] Loss: 0.3432 top1= 90.3409

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



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E36B20 |   8736/60000 ( 15%) ] Loss: 0.2863 top1= 93.4659

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



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1990 top1= 71.6747


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5299 top1= 56.6807


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3887 top1= 63.7520

Train epoch 37
[E37B0  |    416/60000 (  1%) ] Loss: 0.3131 top1= 92.6136

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



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E37B10 |   4576/60000 (  8%) ] Loss: 0.3368 top1= 90.0568

=== 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 |   8736/60000 ( 15%) ] Loss: 0.2790 top1= 93.7500

=== 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=1.1988 top1= 71.9752


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5300 top1= 57.0813


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3893 top1= 64.0725

Train epoch 38
[E38B0  |    416/60000 (  1%) ] Loss: 0.3055 top1= 92.6136

=== 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 |   4576/60000 (  8%) ] Loss: 0.3308 top1= 90.0568

=== 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 |   8736/60000 ( 15%) ] Loss: 0.2722 top1= 93.7500

=== 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=1.1993 top1= 72.1955


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5306 top1= 57.4720


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3900 top1= 64.4231

Train epoch 39
[E39B0  |    416/60000 (  1%) ] Loss: 0.2986 top1= 92.8977

=== 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 |   4576/60000 (  8%) ] Loss: 0.3252 top1= 90.0568

=== 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 |   8736/60000 ( 15%) ] Loss: 0.2659 top1= 93.7500

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2001 top1= 72.4960


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5315 top1= 57.6522


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3910 top1= 64.6434

Train epoch 40
[E40B0  |    416/60000 (  1%) ] Loss: 0.2919 top1= 93.7500

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E40B10 |   4576/60000 (  8%) ] Loss: 0.3199 top1= 90.0568

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011


[E40B20 |   8736/60000 ( 15%) ] Loss: 0.2599 top1= 93.7500

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2011 top1= 72.6262


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5326 top1= 57.9327


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3923 top1= 64.8938

